,Ticker,Quarter,Industry,InfoDiversity,Analyst,InfoContribution,GenderAnalyst,Contributor,TickerQuarter,WeightTechnical
0,APA,2018 q1,1010,0.4591081347805746,"Mr. Michael J. McAllister, Jr",0.1429814622446395,male,MUFG Securities Americas Inc.,"('APA', '2018 q1')",0.0
1,CXO,2018 q1,1010,0.4383839486392927,"Mr. Michael J. McAllister, Jr",0.1570496471153383,male,MUFG Securities Americas Inc.,"('CXO', '2018 q1')",0.0
2,HES,2018 q1,1010,0.4988175597651657,"Mr. Michael J. McAllister, Jr",0.1514244629872826,male,MUFG Securities Americas Inc.,"('HES', '2018 q1')",0.030598947778344154
3,NBL,2018 q1,1010,0.4656947790753517,"Mr. Michael J. McAllister, Jr",0.1277439223038554,male,MUFG Securities Americas Inc.,"('NBL', '2018 q1')",0.0
4,OXY,2018 q1,1010,0.5413971491629972,"Mr. Michael J. McAllister, Jr",0.2241631276398842,male,MUFG Securities Americas Inc.,"('OXY', '2018 q1')",0.0
5,PXD,2018 q1,1010,0.4204122791064945,"Mr. Michael J. McAllister, Jr",0.1098585793743183,male,MUFG Securities Americas Inc.,"('PXD', '2018 q1')",0.0
6,APA,2018 q1,1010,0.4591081347805746,Stewart Glickman,0.4463896827175529,male,CFRA Equity Research,"('APA', '2018 q1')",0.0
7,COG,2018 q1,1010,0.4705939963957459,Stewart Glickman,0.3032288279645038,male,CFRA Equity Research,"('COG', '2018 q1')",0.0
8,COP,2018 q1,1010,0.476937434178124,Stewart Glickman,0.4637149681682442,male,CFRA Equity Research,"('COP', '2018 q1')",0.0
9,CVX,2018 q1,1010,0.4831179587195047,Stewart Glickman,0.5440640637147454,male,CFRA Equity Research,"('CVX', '2018 q1')",0.0
10,CXO,2018 q1,1010,0.4383839486392927,Stewart Glickman,0.4375288350107089,male,CFRA Equity Research,"('CXO', '2018 q1')",0.0
11,DVN,2018 q1,1010,0.6739463532963867,Stewart Glickman,0.44138972845928,male,CFRA Equity Research,"('DVN', '2018 q1')",0.0
12,EOG,2018 q1,1010,0.4262161701584118,Stewart Glickman,0.4398587991019547,male,CFRA Equity Research,"('EOG', '2018 q1')",0.0
13,FANG,2018 q1,1010,0.2632815811305531,Stewart Glickman,0.4827964427064476,male,CFRA Equity Research,"('FANG', '2018 q1')",0.0
14,HES,2018 q1,1010,0.4988175597651657,Stewart Glickman,0.4159163572109172,male,CFRA Equity Research,"('HES', '2018 q1')",0.0
15,HFC,2018 q1,1010,0.4956713493706025,Stewart Glickman,0.3202788286537349,male,CFRA Equity Research,"('HFC', '2018 q1')",0.0
16,KMI,2018 q1,1010,0.4841060346684486,Stewart Glickman,0.6020778560582977,male,CFRA Equity Research,"('KMI', '2018 q1')",0.0
17,MPC,2018 q1,1010,0.3825487636482972,Stewart Glickman,0.3156773183245456,male,CFRA Equity Research,"('MPC', '2018 q1')",0.0
18,MRO,2018 q1,1010,0.6698230451552558,Stewart Glickman,0.4225765959814375,male,CFRA Equity Research,"('MRO', '2018 q1')",0.0
19,NBL,2018 q1,1010,0.4656947790753517,Stewart Glickman,0.3472254881109783,male,CFRA Equity Research,"('NBL', '2018 q1')",0.0
20,OKE,2018 q1,1010,0.5027838299844642,Stewart Glickman,0.399977811850114,male,CFRA Equity Research,"('OKE', '2018 q1')",0.0
21,OXY,2018 q1,1010,0.5413971491629972,Stewart Glickman,0.5945226195325902,male,CFRA Equity Research,"('OXY', '2018 q1')",0.0
22,PSX,2018 q1,1010,0.5190011305837778,Stewart Glickman,0.3936538116505259,male,CFRA Equity Research,"('PSX', '2018 q1')",0.0
23,PXD,2018 q1,1010,0.4204122791064945,Stewart Glickman,0.3630461354634912,male,CFRA Equity Research,"('PXD', '2018 q1')",0.0
24,VLO,2018 q1,1010,0.4332732111319846,Stewart Glickman,0.3259355320967655,male,CFRA Equity Research,"('VLO', '2018 q1')",0.0
25,WMB,2018 q1,1010,0.4063659220362563,Stewart Glickman,0.4019745844588032,male,CFRA Equity Research,"('WMB', '2018 q1')",0.0
26,XOM,2018 q1,1010,0.3590517963129922,Stewart Glickman,0.399314932660917,male,CFRA Equity Research,"('XOM', '2018 q1')",0.0
27,APA,2018 q1,1010,0.4591081347805746,"Charles Robertson, CFA",0.1693959215049345,male,Cowen and Company,"('APA', '2018 q1')",0.0
28,EOG,2018 q1,1010,0.4262161701584118,"Charles Robertson, CFA",0.2049842028742638,male,Cowen and Company,"('EOG', '2018 q1')",0.0
29,HES,2018 q1,1010,0.4988175597651657,"Charles Robertson, CFA",0.460765062080109,male,Cowen and Company,"('HES', '2018 q1')",0.0
30,APA,2018 q1,1010,0.4591081347805746,Mr. Doug G. Leggate,0.4129501546121837,male,BofA Global Research,"('APA', '2018 q1')",0.026574831145505108
31,COG,2018 q1,1010,0.4705939963957459,Mr. Doug G. Leggate,0.4698989218890564,male,BofA Global Research,"('COG', '2018 q1')",0.0
32,COP,2018 q1,1010,0.476937434178124,Mr. Doug G. Leggate,0.1864823618980962,male,BofA Global Research,"('COP', '2018 q1')",0.0
33,CVX,2018 q1,1010,0.4831179587195047,Mr. Doug G. Leggate,0.2385996759601479,male,BofA Global Research,"('CVX', '2018 q1')",0.0
34,CXO,2018 q1,1010,0.4383839486392927,Mr. Doug G. Leggate,0.2060679325888659,male,BofA Global Research,"('CXO', '2018 q1')",0.005212914664298296
35,DVN,2018 q1,1010,0.6739463532963867,Mr. Doug G. Leggate,0.2106951405485975,male,BofA Global Research,"('DVN', '2018 q1')",0.02205380890518427
36,EOG,2018 q1,1010,0.4262161701584118,Mr. Doug G. Leggate,0.1571662911950127,male,BofA Global Research,"('EOG', '2018 q1')",0.0
37,HES,2018 q1,1010,0.4988175597651657,Mr. Doug G. Leggate,0.1615514688839844,male,BofA Global Research,"('HES', '2018 q1')",0.0
38,NBL,2018 q1,1010,0.4656947790753517,Mr. Doug G. Leggate,0.2891716181890101,male,BofA Global Research,"('NBL', '2018 q1')",0.0
39,OXY,2018 q1,1010,0.5413971491629972,Mr. Doug G. Leggate,0.5348921332914994,male,BofA Global Research,"('OXY', '2018 q1')",0.049339720979332924
40,PSX,2018 q1,1010,0.5190011305837778,Mr. Doug G. Leggate,0.6615198169912269,male,BofA Global Research,"('PSX', '2018 q1')",0.0
41,VLO,2018 q1,1010,0.4332732111319846,Mr. Doug G. Leggate,0.6270943099256074,male,BofA Global Research,"('VLO', '2018 q1')",0.0
42,XOM,2018 q1,1010,0.3590517963129922,Mr. Doug G. Leggate,0.1846007764839912,male,BofA Global Research,"('XOM', '2018 q1')",0.0
43,APA,2018 q1,1010,0.4591081347805746,William Featherston,0.6324186255800687,male,Credit Suisse,"('APA', '2018 q1')",0.0
44,COG,2018 q1,1010,0.4705939963957459,William Featherston,0.1648084245788582,male,Credit Suisse,"('COG', '2018 q1')",0.0
45,COP,2018 q1,1010,0.476937434178124,William Featherston,0.2612840044763602,male,Credit Suisse,"('COP', '2018 q1')",0.0
46,CVX,2018 q1,1010,0.4831179587195047,William Featherston,0.1473440062197017,male,Credit Suisse,"('CVX', '2018 q1')",0.0
47,DVN,2018 q1,1010,0.6739463532963867,William Featherston,0.5573674341080602,male,Credit Suisse,"('DVN', '2018 q1')",0.0
48,HES,2018 q1,1010,0.4988175597651657,William Featherston,0.4831760000816664,male,Credit Suisse,"('HES', '2018 q1')",0.0
49,NBL,2018 q1,1010,0.4656947790753517,William Featherston,0.6184094556978833,male,Credit Suisse,"('NBL', '2018 q1')",0.0
50,PXD,2018 q1,1010,0.4204122791064945,William Featherston,0.102469174655242,male,Credit Suisse,"('PXD', '2018 q1')",0.0
51,APA,2018 q1,1010,0.4591081347805746,Ms. Gail A. Nicholson,0.1295291042375443,female,KLR Group,"('APA', '2018 q1')",0.0
52,FANG,2018 q1,1010,0.2632815811305531,Ms. Gail A. Nicholson,0.0549108646963254,female,KLR Group,"('FANG', '2018 q1')",0.0
53,NBL,2018 q1,1010,0.4656947790753517,Ms. Gail A. Nicholson,0.0876465227804171,female,KLR Group,"('NBL', '2018 q1')",0.0
54,APA,2018 q1,1010,0.4591081347805746,Mr. Paul B. Sankey,0.1945089393470805,male,Wolfe Research,"('APA', '2018 q1')",0.0
55,COP,2018 q1,1010,0.476937434178124,Mr. Paul B. Sankey,0.1907650791935774,male,Wolfe Research,"('COP', '2018 q1')",0.0
56,CVX,2018 q1,1010,0.4831179587195047,Mr. Paul B. Sankey,0.102798048709459,male,Wolfe Research,"('CVX', '2018 q1')",0.0
57,DVN,2018 q1,1010,0.6739463532963867,Mr. Paul B. Sankey,0.2419640049895047,male,Wolfe Research,"('DVN', '2018 q1')",0.0
58,EOG,2018 q1,1010,0.4262161701584118,Mr. Paul B. Sankey,0.1387087464747543,male,Wolfe Research,"('EOG', '2018 q1')",0.0
59,HES,2018 q1,1010,0.4988175597651657,Mr. Paul B. Sankey,0.1814132105897153,male,Wolfe Research,"('HES', '2018 q1')",0.0
60,MPC,2018 q1,1010,0.3825487636482972,Mr. Paul B. Sankey,0.2486248592313104,male,Wolfe Research,"('MPC', '2018 q1')",0.04271884635090828
61,MRO,2018 q1,1010,0.6698230451552558,Mr. Paul B. Sankey,0.5288421883639143,male,Wolfe Research,"('MRO', '2018 q1')",0.008658788166940212
62,NBL,2018 q1,1010,0.4656947790753517,Mr. Paul B. Sankey,0.1408572522857382,male,Wolfe Research,"('NBL', '2018 q1')",0.0
63,OXY,2018 q1,1010,0.5413971491629972,Mr. Paul B. Sankey,0.224111575725997,male,Wolfe Research,"('OXY', '2018 q1')",0.0
64,PXD,2018 q1,1010,0.4204122791064945,Mr. Paul B. Sankey,0.1271652276882355,male,Wolfe Research,"('PXD', '2018 q1')",0.0
65,XOM,2018 q1,1010,0.3590517963129922,Mr. Paul B. Sankey,0.1726317714453797,male,Wolfe Research,"('XOM', '2018 q1')",0.0
66,APA,2018 q1,1010,0.4591081347805746,"Mr. John P. Herrlin, Jr",0.7525598488916303,male,Societe Generale,"('APA', '2018 q1')",0.011267242021858692
67,COP,2018 q1,1010,0.476937434178124,"Mr. John P. Herrlin, Jr",0.8694850013959282,male,Societe Generale,"('COP', '2018 q1')",0.0
68,CVX,2018 q1,1010,0.4831179587195047,"Mr. John P. Herrlin, Jr",0.8172980908859269,male,Societe Generale,"('CVX', '2018 q1')",0.0
69,DVN,2018 q1,1010,0.6739463532963867,"Mr. John P. Herrlin, Jr",0.8303940632596871,male,Societe Generale,"('DVN', '2018 q1')",0.0
70,EOG,2018 q1,1010,0.4262161701584118,"Mr. John P. Herrlin, Jr",0.8345282814419758,male,Societe Generale,"('EOG', '2018 q1')",0.0
71,HES,2018 q1,1010,0.4988175597651657,"Mr. John P. Herrlin, Jr",0.8132183729013095,male,Societe Generale,"('HES', '2018 q1')",0.0
72,MRO,2018 q1,1010,0.6698230451552558,"Mr. John P. Herrlin, Jr",0.8627679076448848,male,Societe Generale,"('MRO', '2018 q1')",0.0
73,NBL,2018 q1,1010,0.4656947790753517,"Mr. John P. Herrlin, Jr",0.8740127471446123,male,Societe Generale,"('NBL', '2018 q1')",0.0
74,OXY,2018 q1,1010,0.5413971491629972,"Mr. John P. Herrlin, Jr",0.888469539546486,male,Societe Generale,"('OXY', '2018 q1')",0.0
75,PXD,2018 q1,1010,0.4204122791064945,"Mr. John P. Herrlin, Jr",0.8061112446438726,male,Societe Generale,"('PXD', '2018 q1')",0.0
76,XOM,2018 q1,1010,0.3590517963129922,"Mr. John P. Herrlin, Jr",0.3057627799051773,male,Societe Generale,"('XOM', '2018 q1')",0.0
77,APA,2018 q1,1010,0.4591081347805746,Scott M. Hanold,0.1312264368551715,male,RBC Capital Markets,"('APA', '2018 q1')",0.0
78,COP,2018 q1,1010,0.476937434178124,Scott M. Hanold,0.1975959263445331,male,RBC Capital Markets,"('COP', '2018 q1')",0.0
79,CXO,2018 q1,1010,0.4383839486392927,Scott M. Hanold,0.1082903425719974,male,RBC Capital Markets,"('CXO', '2018 q1')",0.04591639060527086
80,DVN,2018 q1,1010,0.6739463532963867,Scott M. Hanold,0.2045166176704008,male,RBC Capital Markets,"('DVN', '2018 q1')",0.0
81,EOG,2018 q1,1010,0.4262161701584118,Scott M. Hanold,0.1034762962761501,male,RBC Capital Markets,"('EOG', '2018 q1')",0.02567448653280735
82,NBL,2018 q1,1010,0.4656947790753517,Scott M. Hanold,0.0879381491119223,male,RBC Capital Markets,"('NBL', '2018 q1')",0.012952163815498352
83,PXD,2018 q1,1010,0.4204122791064945,Scott M. Hanold,0.1078940272064034,male,RBC Capital Markets,"('PXD', '2018 q1')",0.0
84,COG,2018 q1,1010,0.4705939963957459,Jeffrey Stafford,0.4760734140259979,male,"Morningstar, Inc.","('COG', '2018 q1')",0.02241739568610986
85,COG,2018 q1,1010,0.4705939963957459,CFRA Research,0.3045373229691857,Not a person,CFRA Equity Research,"('COG', '2018 q1')",0.0
86,CXO,2018 q1,1010,0.4383839486392927,CFRA Research,0.4017350810590044,Not a person,CFRA Equity Research,"('CXO', '2018 q1')",0.0
87,DVN,2018 q1,1010,0.6739463532963867,CFRA Research,0.4188388011499403,Not a person,CFRA Equity Research,"('DVN', '2018 q1')",0.0
88,EOG,2018 q1,1010,0.4262161701584118,CFRA Research,0.4043444613720056,Not a person,CFRA Equity Research,"('EOG', '2018 q1')",0.0
89,HFC,2018 q1,1010,0.4956713493706025,CFRA Research,0.3145193641787023,Not a person,CFRA Equity Research,"('HFC', '2018 q1')",0.0
90,MPC,2018 q1,1010,0.3825487636482972,CFRA Research,0.2713274836549109,Not a person,CFRA Equity Research,"('MPC', '2018 q1')",0.0
91,MRO,2018 q1,1010,0.6698230451552558,CFRA Research,0.4178665283162426,Not a person,CFRA Equity Research,"('MRO', '2018 q1')",0.0
92,NBL,2018 q1,1010,0.4656947790753517,CFRA Research,0.3108093975791412,Not a person,CFRA Equity Research,"('NBL', '2018 q1')",0.0
93,OKE,2018 q1,1010,0.5027838299844642,CFRA Research,0.4051733073501931,Not a person,CFRA Equity Research,"('OKE', '2018 q1')",0.0
94,PSX,2018 q1,1010,0.5190011305837778,CFRA Research,0.3628917398013853,Not a person,CFRA Equity Research,"('PSX', '2018 q1')",0.0
95,VLO,2018 q1,1010,0.4332732111319846,CFRA Research,0.2853828277375475,Not a person,CFRA Equity Research,"('VLO', '2018 q1')",0.0
96,WMB,2018 q1,1010,0.4063659220362563,CFRA Research,0.3567365463370668,Not a person,CFRA Equity Research,"('WMB', '2018 q1')",0.0
97,XOM,2018 q1,1010,0.3590517963129922,CFRA Research,0.4075205369083967,Not a person,CFRA Equity Research,"('XOM', '2018 q1')",0.0
98,COG,2018 q1,1010,0.4705939963957459,Mr. Leo P. Mariani,0.1625770350837745,male,NatAlliance,"('COG', '2018 q1')",0.0
99,EOG,2018 q1,1010,0.4262161701584118,Mr. Leo P. Mariani,0.1185494321577315,male,NatAlliance,"('EOG', '2018 q1')",0.0
100,PXD,2018 q1,1010,0.4204122791064945,Mr. Leo P. Mariani,0.1238370648601552,male,NatAlliance,"('PXD', '2018 q1')",0.0
101,COG,2018 q1,1010,0.4705939963957459,Mr. Marshall Coltrain,0.1655613857789945,male,Guggenheim Securities LLC,"('COG', '2018 q1')",0.0
102,COG,2018 q1,1010,0.4705939963957459,SADIF Research,0.8961377988923056,Not a person,Sadif Analytics Prime,"('COG', '2018 q1')",0.8860458135604858
103,CXO,2018 q1,1010,0.4383839486392927,SADIF Research,0.9716480375804688,Not a person,Sadif Analytics Prime,"('CXO', '2018 q1')",0.9627892374992371
104,DVN,2018 q1,1010,0.6739463532963867,SADIF Research,0.9357522558857552,Not a person,Sadif Analytics Prime,"('DVN', '2018 q1')",0.9098606109619141
105,OKE,2018 q1,1010,0.5027838299844642,SADIF Research,0.9671473883726994,Not a person,Sadif Analytics Prime,"('OKE', '2018 q1')",0.9368139505386353
106,PXD,2018 q1,1010,0.4204122791064945,SADIF Research,0.9081383390189304,Not a person,Sadif Analytics Prime,"('PXD', '2018 q1')",0.8903470039367676
107,COG,2018 q1,1010,0.4705939963957459,"Thomas R. Driscoll, CFA",0.1505175790947436,male,Barclays,"('COG', '2018 q1')",0.015826940536499023
108,OXY,2018 q1,1010,0.5413971491629972,"Thomas R. Driscoll, CFA",0.1847427165562888,male,Barclays,"('OXY', '2018 q1')",0.011045277118682861
109,COP,2018 q1,1010,0.476937434178124,"Mr. Allen Good, CFA",0.5294329948708889,male,"Morningstar, Inc.","('COP', '2018 q1')",0.0
110,HFC,2018 q1,1010,0.4956713493706025,"Mr. Allen Good, CFA",0.6332488964891817,male,"Morningstar, Inc.","('HFC', '2018 q1')",0.0
111,MPC,2018 q1,1010,0.3825487636482972,"Mr. Allen Good, CFA",0.4768184617666127,male,"Morningstar, Inc.","('MPC', '2018 q1')",0.0
112,VLO,2018 q1,1010,0.4332732111319846,"Mr. Allen Good, CFA",0.4791588739603747,male,"Morningstar, Inc.","('VLO', '2018 q1')",0.0
113,XOM,2018 q1,1010,0.3590517963129922,"Mr. Allen Good, CFA",0.519478110708047,male,"Morningstar, Inc.","('XOM', '2018 q1')",0.0021590787917375566
114,COP,2018 q1,1010,0.476937434178124,"Mr. Paul Y. Cheng, CFA",0.1744715897765709,male,Barclays,"('COP', '2018 q1')",0.0
115,CVX,2018 q1,1010,0.4831179587195047,"Mr. Paul Y. Cheng, CFA",0.097985927608183,male,Barclays,"('CVX', '2018 q1')",0.0
116,HES,2018 q1,1010,0.4988175597651657,"Mr. Paul Y. Cheng, CFA",0.1553088175151219,male,Barclays,"('HES', '2018 q1')",0.0038226361696918807
117,MPC,2018 q1,1010,0.3825487636482972,"Mr. Paul Y. Cheng, CFA",0.1293481384410636,male,Barclays,"('MPC', '2018 q1')",0.0
118,PSX,2018 q1,1010,0.5190011305837778,"Mr. Paul Y. Cheng, CFA",0.2018905872335755,male,Barclays,"('PSX', '2018 q1')",0.0
119,XOM,2018 q1,1010,0.3590517963129922,"Mr. Paul Y. Cheng, CFA",0.097527581793197,male,Barclays,"('XOM', '2018 q1')",0.0
120,CVX,2018 q1,1010,0.4831179587195047,Mr. Biraj Borkhataria,0.1352363809640453,male,RBC Capital Markets,"('CVX', '2018 q1')",0.01868373528122902
121,XOM,2018 q1,1010,0.3590517963129922,Mr. Biraj Borkhataria,0.1024956525605066,male,RBC Capital Markets,"('XOM', '2018 q1')",0.01666666753590107
122,CVX,2018 q1,1010,0.4831179587195047,Mr. Gordon M. Gray,0.1386929151367044,male,HSBC,"('CVX', '2018 q1')",0.03943603113293648
123,CVX,2018 q1,1010,0.4831179587195047,Ryan Todd,0.6600433643068582,male,Deutsche Bank,"('CVX', '2018 q1')",0.0
124,NBL,2018 q1,1010,0.4656947790753517,Ryan Todd,0.8559943363661149,male,Deutsche Bank,"('NBL', '2018 q1')",0.0
125,OXY,2018 q1,1010,0.5413971491629972,Ryan Todd,0.1891150691596189,male,Deutsche Bank,"('OXY', '2018 q1')",0.0
126,CVX,2018 q1,1010,0.4831179587195047,Mr. Thomas Kee,0.8223459660927827,male,Stock Traders Daily Research,"('CVX', '2018 q1')",0.27996131777763367
127,CVX,2018 q1,1010,0.4831179587195047,Mr. Jason Gabelman,0.117477360395937,male,Cowen and Company,"('CVX', '2018 q1')",0.0
128,HFC,2018 q1,1010,0.4956713493706025,Mr. Jason Gabelman,0.3211650298672791,male,Cowen and Company,"('HFC', '2018 q1')",0.010877788998186588
129,MPC,2018 q1,1010,0.3825487636482972,Mr. Jason Gabelman,0.1337839605965618,male,Cowen and Company,"('MPC', '2018 q1')",0.0
130,PSX,2018 q1,1010,0.5190011305837778,Mr. Jason Gabelman,0.224456208940031,male,Cowen and Company,"('PSX', '2018 q1')",0.0
131,VLO,2018 q1,1010,0.4332732111319846,Mr. Jason Gabelman,0.2120348405984263,male,Cowen and Company,"('VLO', '2018 q1')",0.0
132,XOM,2018 q1,1010,0.3590517963129922,Mr. Jason Gabelman,0.0848205173304348,male,Cowen and Company,"('XOM', '2018 q1')",0.0
133,CVX,2018 q1,1010,0.4831179587195047,Mr. Jason D. Gammel,0.1680083560944774,male,Jefferies,"('CVX', '2018 q1')",0.0
134,XOM,2018 q1,1010,0.3590517963129922,Mr. Jason D. Gammel,0.163287458600777,male,Jefferies,"('XOM', '2018 q1')",0.0
135,CXO,2018 q1,1010,0.4383839486392927,"Mark Lear, CFA",0.1977647848157762,male,Jefferies,"('CXO', '2018 q1')",0.01598178967833519
136,DVN,2018 q1,1010,0.6739463532963867,"Mark Lear, CFA",0.2054730092876002,male,Jefferies,"('DVN', '2018 q1')",0.0
137,EOG,2018 q1,1010,0.4262161701584118,"Mark Lear, CFA",0.1169814095917633,male,Jefferies,"('EOG', '2018 q1')",0.0
138,FANG,2018 q1,1010,0.2632815811305531,"Mark Lear, CFA",0.1276416520119385,male,Jefferies,"('FANG', '2018 q1')",0.0
139,NBL,2018 q1,1010,0.4656947790753517,"Mark Lear, CFA",0.1499213499060977,male,Jefferies,"('NBL', '2018 q1')",0.0
140,PXD,2018 q1,1010,0.4204122791064945,"Mark Lear, CFA",0.2397516060477242,male,Jefferies,"('PXD', '2018 q1')",0.0
141,CXO,2018 q1,1010,0.4383839486392927,"Mr. Nitin Kumar, CFA",0.294587258495735,male,Deutsche Bank,"('CXO', '2018 q1')",0.007522365543991327
142,FANG,2018 q1,1010,0.2632815811305531,"Mr. Nitin Kumar, CFA",0.0690631602020956,male,Deutsche Bank,"('FANG', '2018 q1')",0.011851096525788307
143,CXO,2018 q1,1010,0.4383839486392927,Mr. David W. Kistler,0.168485009179979,male,Piper Sandler Companies,"('CXO', '2018 q1')",0.0
144,EOG,2018 q1,1010,0.4262161701584118,Mr. David W. Kistler,0.727046879926128,male,Piper Sandler Companies,"('EOG', '2018 q1')",0.0
145,FANG,2018 q1,1010,0.2632815811305531,Mr. David W. Kistler,0.0992988435846503,male,Piper Sandler Companies,"('FANG', '2018 q1')",0.017740387469530106
146,NBL,2018 q1,1010,0.4656947790753517,Mr. David W. Kistler,0.100149494773898,male,Piper Sandler Companies,"('NBL', '2018 q1')",0.0
147,PXD,2018 q1,1010,0.4204122791064945,Mr. David W. Kistler,0.1473056575505389,male,Piper Sandler Companies,"('PXD', '2018 q1')",0.0
148,CXO,2018 q1,1010,0.4383839486392927,Mr. Daniel Lungo,0.1300828692487866,male,BofA Global Research,"('CXO', '2018 q1')",0.024136532098054886
149,DVN,2018 q1,1010,0.6739463532963867,Mr. Biju Z. Perincheril,0.6466753949081347,male,Susquehanna Financial Group LLLP,"('DVN', '2018 q1')",0.0
150,MRO,2018 q1,1010,0.6698230451552558,Mr. Biju Z. Perincheril,0.741255748647549,male,Susquehanna Financial Group LLLP,"('MRO', '2018 q1')",0.0
151,DVN,2018 q1,1010,0.6739463532963867,Mr. Christopher A. Jacobson,0.9399719299167276,male,Susquehanna Financial Group LLLP,"('DVN', '2018 q1')",0.024134960025548935
152,HAL,2018 q1,1010,0.5897348296039748,Mr. Christopher A. Jacobson,0.8264897052213305,male,Susquehanna Financial Group LLLP,"('HAL', '2018 q1')",0.010262333787977695
153,DVN,2018 q1,1010,0.6739463532963867,Credit Suisse Global Product Marketing,0.8362067647516311,Not a person,Credit Suisse,"('DVN', '2018 q1')",0.0
154,DVN,2018 q1,1010,0.6739463532963867,Ben Wyatt,0.2836417679324211,male,Stephens Inc.,"('DVN', '2018 q1')",0.0
155,FANG,2018 q1,1010,0.2632815811305531,Ben Wyatt,0.0931338088091072,male,Stephens Inc.,"('FANG', '2018 q1')",0.0
156,DVN,2018 q1,1010,0.6739463532963867,Mr. Stephen Richardson,0.234927735595198,male,EVERCORE ISI,"('DVN', '2018 q1')",0.0
157,EOG,2018 q1,1010,0.4262161701584118,Mr. Stephen Richardson,0.0880472397031662,male,EVERCORE ISI,"('EOG', '2018 q1')",0.0
158,NBL,2018 q1,1010,0.4656947790753517,Mr. Stephen Richardson,0.1136544600537311,male,EVERCORE ISI,"('NBL', '2018 q1')",0.0
159,EOG,2018 q1,1010,0.4262161701584118,Irene Haas,0.1097619880817639,female,"Imperial Capital, LLC","('EOG', '2018 q1')",0.0
160,NBL,2018 q1,1010,0.4656947790753517,Irene Haas,0.0845164174240792,female,"Imperial Capital, LLC","('NBL', '2018 q1')",0.0
161,PXD,2018 q1,1010,0.4204122791064945,Irene Haas,0.1040793615329733,female,"Imperial Capital, LLC","('PXD', '2018 q1')",0.0
162,FANG,2018 q1,1010,0.2632815811305531,"Mr. Dave Meats, CFA",0.4972143843850966,male,"Morningstar, Inc.","('FANG', '2018 q1')",0.005994777660816908
163,HES,2018 q1,1010,0.4988175597651657,"Mr. Dave Meats, CFA",0.4670657248910749,male,"Morningstar, Inc.","('HES', '2018 q1')",0.0
164,NBL,2018 q1,1010,0.4656947790753517,"Mr. Dave Meats, CFA",0.4189983854631181,male,"Morningstar, Inc.","('NBL', '2018 q1')",0.0
165,OXY,2018 q1,1010,0.5413971491629972,"Mr. Dave Meats, CFA",0.5033363407883241,male,"Morningstar, Inc.","('OXY', '2018 q1')",0.0
166,FANG,2018 q1,1010,0.2632815811305531,Mr. Neal D. Dingmann,0.0702642690865347,male,SunTrust Robinson Humphrey Capital Markets,"('FANG', '2018 q1')",0.0
167,FANG,2018 q1,1010,0.2632815811305531,Ms. Betty Jiang,0.1331010379373138,female,Credit Suisse,"('FANG', '2018 q1')",0.0
168,FANG,2018 q1,1010,0.2632815811305531,Mr. John M. White,0.0823197144054174,male,"Roth Capital Partners, Inc.","('FANG', '2018 q1')",0.011045465245842934
169,FANG,2018 q1,1010,0.2632815811305531,"Mr. Asit K. Sen, CFA",0.2172739329643791,male,BofA Global Research,"('FANG', '2018 q1')",0.0
170,FANG,2018 q1,1010,0.2632815811305531,Jeff S. Grampp,0.101453433339399,male,Northland Securities,"('FANG', '2018 q1')",0.0
171,FTI,2018 q1,1010,0.5580819086820921,Mr. Gregory Brown,0.2450925344034449,male,Credit Suisse,"('FTI', '2018 q1')",0.0
172,FTI,2018 q1,1010,0.5580819086820921,Mr. Robert J. Pulleyn,0.4217190129437601,male,Morgan Stanley,"('FTI', '2018 q1')",0.0
173,FTI,2018 q1,1010,0.5580819086820921,Hr. Per C. Olsen,0.2704644012373311,male,Pareto Securities AS,"('FTI', '2018 q1')",0.0312531515955925
174,FTI,2018 q1,1010,0.5580819086820921,"Mr. Charles P. Minervino, CFA",0.7127077724917786,male,Susquehanna Financial Group LLLP,"('FTI', '2018 q1')",0.0
175,HAL,2018 q1,1010,0.5897348296039748,"Mr. Charles P. Minervino, CFA",0.8710975425294282,male,Susquehanna Financial Group LLLP,"('HAL', '2018 q1')",0.0
176,HP,2018 q1,1010,0.6170397137863068,"Mr. Charles P. Minervino, CFA",0.6529107332975421,male,Susquehanna Financial Group LLLP,"('HP', '2018 q1')",0.0
177,NOV,2018 q1,1010,0.6042365757687671,"Mr. Charles P. Minervino, CFA",0.6644753745022883,male,Susquehanna Financial Group LLLP,"('NOV', '2018 q1')",0.0
178,SLB,2018 q1,1010,0.3674109713243353,"Mr. Charles P. Minervino, CFA",0.8324608214537882,male,Susquehanna Financial Group LLLP,"('SLB', '2018 q1')",0.0
179,FTI,2018 q1,1010,0.5580819086820921,Preston Caldwell,0.6202083262012797,male,"Morningstar, Inc.","('FTI', '2018 q1')",0.0
180,HP,2018 q1,1010,0.6170397137863068,Preston Caldwell,0.5375765501534153,male,"Morningstar, Inc.","('HP', '2018 q1')",0.011312773451209068
181,FTI,2018 q1,1010,0.5580819086820921,Mr. Guillaume Delaby,0.3560376530717528,male,Societe Generale,"('FTI', '2018 q1')",0.0
182,FTI,2018 q1,1010,0.5580819086820921,"Mr. Judson E. Bailey, CFA",0.2523748567740114,male,"Wells Fargo Securities, LLC","('FTI', '2018 q1')",0.0
183,HAL,2018 q1,1010,0.5897348296039748,"Mr. Judson E. Bailey, CFA",0.1782206357161329,male,"Wells Fargo Securities, LLC","('HAL', '2018 q1')",0.0
184,HP,2018 q1,1010,0.6170397137863068,"Mr. Judson E. Bailey, CFA",0.2064296848205512,male,"Wells Fargo Securities, LLC","('HP', '2018 q1')",0.026691434904932976
185,NOV,2018 q1,1010,0.6042365757687671,"Mr. Judson E. Bailey, CFA",0.3046040240882336,male,"Wells Fargo Securities, LLC","('NOV', '2018 q1')",0.0
186,SLB,2018 q1,1010,0.3674109713243353,"Mr. Judson E. Bailey, CFA",0.1663697611218494,male,"Wells Fargo Securities, LLC","('SLB', '2018 q1')",0.0
187,FTI,2018 q1,1010,0.5580819086820921,Paige Marcus,0.7797792523230483,female,CFRA Equity Research,"('FTI', '2018 q1')",0.0
188,HAL,2018 q1,1010,0.5897348296039748,Paige Marcus,0.7438589244697702,female,CFRA Equity Research,"('HAL', '2018 q1')",0.0
189,HP,2018 q1,1010,0.6170397137863068,Paige Marcus,0.6244112259651773,female,CFRA Equity Research,"('HP', '2018 q1')",0.0
190,NOV,2018 q1,1010,0.6042365757687671,Paige Marcus,0.6969081518072973,female,CFRA Equity Research,"('NOV', '2018 q1')",0.0
191,SLB,2018 q1,1010,0.3674109713243353,Paige Marcus,0.6723028167728129,female,CFRA Equity Research,"('SLB', '2018 q1')",0.0
192,FTI,2018 q1,1010,0.5580819086820921,"Mr. Simon T. Wong, CFA",0.5954061788848682,male,Gabelli & Company,"('FTI', '2018 q1')",0.03333333507180214
193,FTI,2018 q1,1010,0.5580819086820921,"Mr. Marc G. Bianchi, CFA",0.1947071602626178,male,Cowen and Company,"('FTI', '2018 q1')",0.0
194,HP,2018 q1,1010,0.6170397137863068,"Mr. Marc G. Bianchi, CFA",0.7820578927472512,male,Cowen and Company,"('HP', '2018 q1')",0.0
195,SLB,2018 q1,1010,0.3674109713243353,"Mr. Marc G. Bianchi, CFA",0.0709037411221973,male,Cowen and Company,"('SLB', '2018 q1')",0.0
196,FTI,2018 q1,1010,0.5580819086820921,Bertrand Hodee,0.2440357864408521,male,Kepler Cheuvreux,"('FTI', '2018 q1')",0.0
197,FTI,2018 q1,1010,0.5580819086820921,Mr. William A. Herbert,0.2392092739380628,male,Piper Sandler Companies,"('FTI', '2018 q1')",0.0
198,FTI,2018 q1,1010,0.5580819086820921,Mr. Jean-Pierre Dmirdjian,0.4332384850657243,male,Raymond James Europe RJEE/RJFI,"('FTI', '2018 q1')",0.0
199,FTI,2018 q1,1010,0.5580819086820921,"Mr. J. David J. Anderson, CFA",0.2220568114816281,male,Barclays,"('FTI', '2018 q1')",0.0
200,HAL,2018 q1,1010,0.5897348296039748,"Mr. J. David J. Anderson, CFA",0.125201987378884,male,Barclays,"('HAL', '2018 q1')",0.0
201,NOV,2018 q1,1010,0.6042365757687671,"Mr. J. David J. Anderson, CFA",0.4387931799312828,male,Barclays,"('NOV', '2018 q1')",0.0
202,SLB,2018 q1,1010,0.3674109713243353,"Mr. J. David J. Anderson, CFA",0.1100960927284492,male,Barclays,"('SLB', '2018 q1')",0.0
203,FTI,2018 q1,1010,0.5580819086820921,Mr. Mick Pickup,0.2187973755451188,male,Barclays,"('FTI', '2018 q1')",0.0
204,FTI,2018 q1,1010,0.5580819086820921,Mr. Kurt Hallead,0.3520328045765001,male,RBC Capital Markets,"('FTI', '2018 q1')",0.0
205,HAL,2018 q1,1010,0.5897348296039748,Mr. Kurt Hallead,0.1483788082020293,male,RBC Capital Markets,"('HAL', '2018 q1')",0.0
206,HP,2018 q1,1010,0.6170397137863068,Mr. Kurt Hallead,0.6246163370716024,male,RBC Capital Markets,"('HP', '2018 q1')",0.03333333507180214
207,NOV,2018 q1,1010,0.6042365757687671,Mr. Kurt Hallead,0.1832708782145175,male,RBC Capital Markets,"('NOV', '2018 q1')",0.010924887843430042
208,SLB,2018 q1,1010,0.3674109713243353,Mr. Kurt Hallead,0.1127521366924799,male,RBC Capital Markets,"('SLB', '2018 q1')",0.006240712478756905
209,HAL,2018 q1,1010,0.5897348296039748,Timna Tanners,0.3097141054714877,female,BofA Global Research,"('HAL', '2018 q1')",0.0
210,HP,2018 q1,1010,0.6170397137863068,Timna Tanners,0.4464507327128996,female,BofA Global Research,"('HP', '2018 q1')",0.05094485729932785
211,SLB,2018 q1,1010,0.3674109713243353,Timna Tanners,0.2278316087485647,female,BofA Global Research,"('SLB', '2018 q1')",0.01666666753590107
212,HAL,2018 q1,1010,0.5897348296039748,"Mr. Kevin D. Simpson, CFA",0.4656027128659848,male,"Griffin Securities, Inc.","('HAL', '2018 q1')",0.015354489907622337
213,SLB,2018 q1,1010,0.3674109713243353,"Mr. Kevin D. Simpson, CFA",0.2296604116175026,male,"Griffin Securities, Inc.","('SLB', '2018 q1')",0.028912981351216633
214,HAL,2018 q1,1010,0.5897348296039748,Mr. Michael K. Lamotte,0.2387399094772643,male,Guggenheim Securities LLC,"('HAL', '2018 q1')",0.0
215,HP,2018 q1,1010,0.6170397137863068,Mr. Michael K. Lamotte,0.1571184631574436,male,Guggenheim Securities LLC,"('HP', '2018 q1')",0.0219801664352417
216,HAL,2018 q1,1010,0.5897348296039748,Edward Muztafago,0.3359390747763837,male,Societe Generale,"('HAL', '2018 q1')",0.010799289681017399
217,HP,2018 q1,1010,0.6170397137863068,Edward Muztafago,0.3144858282648805,male,Societe Generale,"('HP', '2018 q1')",0.029411913827061653
218,NOV,2018 q1,1010,0.6042365757687671,Edward Muztafago,0.3608282367785797,male,Societe Generale,"('NOV', '2018 q1')",0.0
219,SLB,2018 q1,1010,0.3674109713243353,Edward Muztafago,0.2059595219425117,male,Societe Generale,"('SLB', '2018 q1')",0.0
220,HAL,2018 q1,1010,0.5897348296039748,Mr. Kenneth I. Sill,0.2693162012541062,male,SunTrust Robinson Humphrey Capital Markets,"('HAL', '2018 q1')",0.0
221,HP,2018 q1,1010,0.6170397137863068,Mr. Kenneth I. Sill,0.1267654536548289,male,SunTrust Robinson Humphrey Capital Markets,"('HP', '2018 q1')",0.023146245628595352
222,NOV,2018 q1,1010,0.6042365757687671,Mr. Kenneth I. Sill,0.2628065807754826,male,SunTrust Robinson Humphrey Capital Markets,"('NOV', '2018 q1')",0.0
223,SLB,2018 q1,1010,0.3674109713243353,Mr. Kenneth I. Sill,0.1475227202811088,male,SunTrust Robinson Humphrey Capital Markets,"('SLB', '2018 q1')",0.0
224,HAL,2018 q1,1010,0.5897348296039748,Mr. David Havens,0.9644405389279148,male,Deutsche Bank,"('HAL', '2018 q1')",0.0
225,HP,2018 q1,1010,0.6170397137863068,Mr. David Havens,0.9453534650131806,male,Deutsche Bank,"('HP', '2018 q1')",0.0
226,NOV,2018 q1,1010,0.6042365757687671,Mr. David Havens,0.955988806543783,male,Deutsche Bank,"('NOV', '2018 q1')",0.0
227,HAL,2018 q1,1010,0.5897348296039748,Igor Levi,0.2115181799382307,male,Morgan Stanley,"('HAL', '2018 q1')",0.0
228,SLB,2018 q1,1010,0.3674109713243353,Igor Levi,0.1250306929262036,male,Morgan Stanley,"('SLB', '2018 q1')",0.0
229,HAL,2018 q1,1010,0.5897348296039748,Mr. James K. Wicklund,0.4872405817139078,male,Credit Suisse,"('HAL', '2018 q1')",0.0
230,HP,2018 q1,1010,0.6170397137863068,Mr. James K. Wicklund,0.4507760920690358,male,Credit Suisse,"('HP', '2018 q1')",0.005318587180227041
231,HAL,2018 q1,1010,0.5897348296039748,Mr. James C. West,0.3705549339281858,male,EVERCORE ISI,"('HAL', '2018 q1')",0.0
232,HP,2018 q1,1010,0.6170397137863068,Mr. James C. West,0.176397353214588,male,EVERCORE ISI,"('HP', '2018 q1')",0.0
233,HAL,2018 q1,1010,0.5897348296039748,Mr. Brad P. Handler,0.1695838616364711,male,Jefferies,"('HAL', '2018 q1')",0.0
234,HP,2018 q1,1010,0.6170397137863068,Mr. Brad P. Handler,0.3675166392639623,male,Jefferies,"('HP', '2018 q1')",0.0
235,SLB,2018 q1,1010,0.3674109713243353,Mr. Brad P. Handler,0.0916562124422243,male,Jefferies,"('SLB', '2018 q1')",0.0
236,HAL,2018 q1,1010,0.5897348296039748,Mr. Chase Mulvehill,0.1958914977087898,male,Wolfe Research,"('HAL', '2018 q1')",0.0
237,HP,2018 q1,1010,0.6170397137863068,Mr. Chase Mulvehill,0.1827232821020924,male,Wolfe Research,"('HP', '2018 q1')",0.017041033133864403
238,NOV,2018 q1,1010,0.6042365757687671,Mr. Chase Mulvehill,0.3396589146667497,male,Wolfe Research,"('NOV', '2018 q1')",0.0
239,SLB,2018 q1,1010,0.3674109713243353,Mr. Chase Mulvehill,0.1112460673299697,male,Wolfe Research,"('SLB', '2018 q1')",0.0
240,HES,2018 q1,1010,0.4988175597651657,"Mr. Guy Baber, IV",0.3323320315725869,male,Piper Sandler Companies,"('HES', '2018 q1')",0.0
241,PSX,2018 q1,1010,0.5190011305837778,"Mr. Guy Baber, IV",0.7058177905517994,male,Piper Sandler Companies,"('PSX', '2018 q1')",0.0
242,HFC,2018 q1,1010,0.4956713493706025,Mr. Manav Gupta,0.5232617822890017,male,Credit Suisse,"('HFC', '2018 q1')",0.0
243,MPC,2018 q1,1010,0.3825487636482972,Mr. Manav Gupta,0.4901246900672484,male,Credit Suisse,"('MPC', '2018 q1')",0.0
244,PSX,2018 q1,1010,0.5190011305837778,Mr. Manav Gupta,0.4389060558551517,male,Credit Suisse,"('PSX', '2018 q1')",0.0
245,HP,2018 q1,1010,0.6170397137863068,John M. Daniel,0.3940865850681159,male,Piper Sandler Companies,"('HP', '2018 q1')",0.0
246,KMI,2018 q1,1010,0.4841060346684486,Mr. Travis Miller,0.6982514890166179,male,"Morningstar, Inc.","('KMI', '2018 q1')",0.0
247,KMI,2018 q1,1010,0.4841060346684486,Keith Stanley,0.2411431179238673,male,Wolfe Research,"('KMI', '2018 q1')",0.004148645947376887
248,KMI,2018 q1,1010,0.4841060346684486,Dennis Coleman,0.3948759607912507,male,BofA Global Research,"('KMI', '2018 q1')",0.0
249,OKE,2018 q1,1010,0.5027838299844642,Dennis Coleman,0.1690127169671699,male,BofA Global Research,"('OKE', '2018 q1')",0.0
250,WMB,2018 q1,1010,0.4063659220362563,Dennis Coleman,0.1855798314907031,male,BofA Global Research,"('WMB', '2018 q1')",0.0037222756072878838
251,KMI,2018 q1,1010,0.4841060346684486,"Ms. Elvira Scotto, CFA",0.1976235262300649,female,RBC Capital Markets,"('KMI', '2018 q1')",0.0
252,OKE,2018 q1,1010,0.5027838299844642,"Ms. Elvira Scotto, CFA",0.2357222278227878,female,RBC Capital Markets,"('OKE', '2018 q1')",0.0
253,KMI,2018 q1,1010,0.4841060346684486,Mr. Michael J. Blum,0.226053754896563,male,"Wells Fargo Securities, LLC","('KMI', '2018 q1')",0.0
254,OKE,2018 q1,1010,0.5027838299844642,Mr. Michael J. Blum,0.2080626108884874,male,"Wells Fargo Securities, LLC","('OKE', '2018 q1')",0.0
255,WMB,2018 q1,1010,0.4063659220362563,Mr. Michael J. Blum,0.207219701025867,male,"Wells Fargo Securities, LLC","('WMB', '2018 q1')",0.0
256,MPC,2018 q1,1010,0.3825487636482972,"Mr. Douglas T. Terreson, CFA",0.1874999909009788,male,EVERCORE ISI,"('MPC', '2018 q1')",0.024992022663354874
257,PSX,2018 q1,1010,0.5190011305837778,"Mr. Douglas T. Terreson, CFA",0.2006738416980671,male,EVERCORE ISI,"('PSX', '2018 q1')",0.0
258,VLO,2018 q1,1010,0.4332732111319846,"Mr. Douglas T. Terreson, CFA",0.1933999231837539,male,EVERCORE ISI,"('VLO', '2018 q1')",0.0
259,XOM,2018 q1,1010,0.3590517963129922,"Mr. Douglas T. Terreson, CFA",0.2366352494232742,male,EVERCORE ISI,"('XOM', '2018 q1')",0.0
260,NOV,2018 q1,1010,0.6042365757687671,Mr. Eduardo B. Royes,0.3766697570914749,male,Jefferies,"('NOV', '2018 q1')",0.0
261,OKE,2018 q1,1010,0.5027838299844642,Mr. Matthew Phillips,0.3982798067455921,male,Guggenheim Securities LLC,"('OKE', '2018 q1')",0.009739971719682217
262,OKE,2018 q1,1010,0.5027838299844642,"Richard G. Gross, II",0.261721557488861,male,Barclays,"('OKE', '2018 q1')",0.0
263,VLO,2018 q1,1010,0.4332732111319846,Mr. Peter Low,0.2197397499824152,male,Redburn (Europe) Limited,"('VLO', '2018 q1')",0.0
264,WMB,2018 q1,1010,0.4063659220362563,Alex Kania,0.3066109057319285,male,Wolfe Research,"('WMB', '2018 q1')",0.0
265,WMB,2018 q1,1010,0.4063659220362563,"Sharon Lui, CPA",0.2711980352799105,female,"Wells Fargo Securities, LLC","('WMB', '2018 q1')",0.0
266,WMB,2018 q1,1010,0.4063659220362563,Mr. Stephen Ellis,0.4526513881016427,male,"Morningstar, Inc.","('WMB', '2018 q1')",0.0
267,ADM,2018 q1,3020,0.576151634437488,Joseph Agnese,0.6375784852751623,male,CFRA Equity Research,"('ADM', '2018 q1')",0.0
268,CAG,2018 q1,3020,0.6892252127777153,Joseph Agnese,0.6923679058963684,male,CFRA Equity Research,"('CAG', '2018 q1')",0.0
269,CPB,2018 q1,3020,0.3563270685337271,Joseph Agnese,0.6518132899741548,male,CFRA Equity Research,"('CPB', '2018 q1')",0.0
270,HRL,2018 q1,3020,0.4416049548596177,Joseph Agnese,0.4633963001510767,male,CFRA Equity Research,"('HRL', '2018 q1')",0.0
271,HSY,2018 q1,3020,0.5534347632562618,Joseph Agnese,0.714208428549939,male,CFRA Equity Research,"('HSY', '2018 q1')",0.0
272,K,2018 q1,3020,0.5882594662292372,Joseph Agnese,0.7313958408984477,male,CFRA Equity Research,"('K', '2018 q1')",0.0
273,KHC,2018 q1,3020,0.6000287208779504,Joseph Agnese,0.6928966682384853,male,CFRA Equity Research,"('KHC', '2018 q1')",0.0
274,KO,2018 q1,3020,0.5709813850981167,Joseph Agnese,0.4980288536386941,male,CFRA Equity Research,"('KO', '2018 q1')",0.0
275,MDLZ,2018 q1,3020,0.646137768387972,Joseph Agnese,0.768953731543591,male,CFRA Equity Research,"('MDLZ', '2018 q1')",0.0
276,MKC,2018 q1,3020,0.7338404532930012,Joseph Agnese,0.8104392756494037,male,CFRA Equity Research,"('MKC', '2018 q1')",0.0
277,MNST,2018 q1,3020,0.6846568372382527,Joseph Agnese,0.6869159281207343,male,CFRA Equity Research,"('MNST', '2018 q1')",0.0
278,MO,2018 q1,3020,0.5499227612351038,Joseph Agnese,0.5892992813833543,male,CFRA Equity Research,"('MO', '2018 q1')",0.0
279,PEP,2018 q1,3020,0.6639720989773406,Joseph Agnese,0.5419277751461105,male,CFRA Equity Research,"('PEP', '2018 q1')",0.0
280,PM,2018 q1,3020,0.5383322303030962,Joseph Agnese,0.5406456604849753,male,CFRA Equity Research,"('PM', '2018 q1')",0.0
281,SJM,2018 q1,3020,0.4627784750352574,Joseph Agnese,0.4378669186282931,male,CFRA Equity Research,"('SJM', '2018 q1')",0.0
282,STZ,2018 q1,3020,0.5372679477871112,Joseph Agnese,0.66134844326833,male,CFRA Equity Research,"('STZ', '2018 q1')",0.0
283,TAP,2018 q1,3020,0.6983157464466828,Joseph Agnese,0.7950341431527739,male,CFRA Equity Research,"('TAP', '2018 q1')",0.0
284,ADM,2018 q1,3020,0.576151634437488,Ms. Farha Aslam,0.3055121839751724,female,Stephens Inc.,"('ADM', '2018 q1')",0.021518319845199585
285,HRL,2018 q1,3020,0.4416049548596177,Ms. Farha Aslam,0.2409247380429283,female,Stephens Inc.,"('HRL', '2018 q1')",0.0
286,SJM,2018 q1,3020,0.4627784750352574,Ms. Farha Aslam,0.1950109771670532,female,Stephens Inc.,"('SJM', '2018 q1')",0.0
287,ADM,2018 q1,3020,0.576151634437488,Mr. Vincent Andrews,0.6170855629792471,male,Morgan Stanley,"('ADM', '2018 q1')",0.0
288,ADM,2018 q1,3020,0.576151634437488,Brett W. Wong,0.4686235110295312,male,Piper Sandler Companies,"('ADM', '2018 q1')",0.0
289,ADM,2018 q1,3020,0.576151634437488,Mr. Robert B. Moskow,0.2916182895209011,male,Credit Suisse,"('ADM', '2018 q1')",0.0
290,CAG,2018 q1,3020,0.6892252127777153,Mr. Robert B. Moskow,0.3828248407152613,male,Credit Suisse,"('CAG', '2018 q1')",0.014023235067725182
291,HRL,2018 q1,3020,0.4416049548596177,Mr. Robert B. Moskow,0.206123836080144,male,Credit Suisse,"('HRL', '2018 q1')",0.0
292,HSY,2018 q1,3020,0.5534347632562618,Mr. Robert B. Moskow,0.2794236039830403,male,Credit Suisse,"('HSY', '2018 q1')",0.0
293,K,2018 q1,3020,0.5882594662292372,Mr. Robert B. Moskow,0.2592455055642361,male,Credit Suisse,"('K', '2018 q1')",0.005081315990537405
294,MDLZ,2018 q1,3020,0.646137768387972,Mr. Robert B. Moskow,0.4123279548224519,male,Credit Suisse,"('MDLZ', '2018 q1')",0.0
295,MKC,2018 q1,3020,0.7338404532930012,Mr. Robert B. Moskow,0.4037874989131902,male,Credit Suisse,"('MKC', '2018 q1')",0.0
296,ADM,2018 q1,3020,0.576151634437488,Mr. Seth Goldstein,0.5813092351889806,male,"Morningstar, Inc.","('ADM', '2018 q1')",0.0
297,BFb,2018 q1,3020,0.0,Research Department,,Not a person,RBC Capital Markets,"('BFb', '2018 q1')",0.0
298,CAG,2018 q1,3020,0.6892252127777153,Bryan D. Spillane,0.275390810068336,male,BofA Global Research,"('CAG', '2018 q1')",0.0
299,CPB,2018 q1,3020,0.3563270685337271,Bryan D. Spillane,0.2155796186206708,male,BofA Global Research,"('CPB', '2018 q1')",0.0
300,HSY,2018 q1,3020,0.5534347632562618,Bryan D. Spillane,0.1783788662896941,male,BofA Global Research,"('HSY', '2018 q1')",0.0
301,K,2018 q1,3020,0.5882594662292372,Bryan D. Spillane,0.4267143028165727,male,BofA Global Research,"('K', '2018 q1')",0.0
302,KHC,2018 q1,3020,0.6000287208779504,Bryan D. Spillane,0.2839721307280307,male,BofA Global Research,"('KHC', '2018 q1')",0.0
303,KO,2018 q1,3020,0.5709813850981167,Bryan D. Spillane,0.2060496829741481,male,BofA Global Research,"('KO', '2018 q1')",0.0
304,MDLZ,2018 q1,3020,0.646137768387972,Bryan D. Spillane,0.6335879194744859,male,BofA Global Research,"('MDLZ', '2018 q1')",0.03333333507180214
305,STZ,2018 q1,3020,0.5372679477871112,Bryan D. Spillane,0.2312938262388914,male,BofA Global Research,"('STZ', '2018 q1')",0.005047640297561884
306,TAP,2018 q1,3020,0.6983157464466828,Bryan D. Spillane,0.3360692419054953,male,BofA Global Research,"('TAP', '2018 q1')",0.013773894403129816
307,CAG,2018 q1,3020,0.6892252127777153,David S. Palmer,0.3369775900116699,male,RBC Capital Markets,"('CAG', '2018 q1')",0.023409406188875437
308,CPB,2018 q1,3020,0.3563270685337271,David S. Palmer,0.1382013901933195,male,RBC Capital Markets,"('CPB', '2018 q1')",0.0
309,HSY,2018 q1,3020,0.5534347632562618,David S. Palmer,0.1725921016974018,male,RBC Capital Markets,"('HSY', '2018 q1')",0.0
310,K,2018 q1,3020,0.5882594662292372,David S. Palmer,0.240992064907882,male,RBC Capital Markets,"('K', '2018 q1')",0.0
311,KHC,2018 q1,3020,0.6000287208779504,David S. Palmer,0.1714730211428486,male,RBC Capital Markets,"('KHC', '2018 q1')",0.0
312,MDLZ,2018 q1,3020,0.646137768387972,David S. Palmer,0.2272980907174079,male,RBC Capital Markets,"('MDLZ', '2018 q1')",0.0
313,CAG,2018 q1,3020,0.6892252127777153,SADIF Research,0.9714717960902928,Not a person,Sadif Analytics Prime,"('CAG', '2018 q1')",0.9740912914276123
314,HSY,2018 q1,3020,0.5534347632562618,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HSY', '2018 q1')",0.9787736535072327
315,KHC,2018 q1,3020,0.6000287208779504,SADIF Research,0.9909582807459048,Not a person,Sadif Analytics Prime,"('KHC', '2018 q1')",0.9626896977424622
316,MDLZ,2018 q1,3020,0.646137768387972,SADIF Research,0.98459487657406,Not a person,Sadif Analytics Prime,"('MDLZ', '2018 q1')",0.9779834747314453
317,MKC,2018 q1,3020,0.7338404532930012,SADIF Research,0.993096194434902,Not a person,Sadif Analytics Prime,"('MKC', '2018 q1')",0.9783070683479309
318,MNST,2018 q1,3020,0.6846568372382527,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MNST', '2018 q1')",0.9571312069892883
319,CAG,2018 q1,3020,0.6892252127777153,Mr. Matthew C. Grainger,0.5955697152627796,male,Morgan Stanley,"('CAG', '2018 q1')",0.0
320,CPB,2018 q1,3020,0.3563270685337271,Mr. Matthew C. Grainger,0.2268722863511444,male,Morgan Stanley,"('CPB', '2018 q1')",0.0
321,HSY,2018 q1,3020,0.5534347632562618,Mr. Matthew C. Grainger,0.1527373984760006,male,Morgan Stanley,"('HSY', '2018 q1')",0.0
322,K,2018 q1,3020,0.5882594662292372,Mr. Matthew C. Grainger,0.3094624706539164,male,Morgan Stanley,"('K', '2018 q1')",0.0
323,KHC,2018 q1,3020,0.6000287208779504,Mr. Matthew C. Grainger,0.3041450211369511,male,Morgan Stanley,"('KHC', '2018 q1')",0.0
324,MDLZ,2018 q1,3020,0.646137768387972,Mr. Matthew C. Grainger,0.2145575734669695,male,Morgan Stanley,"('MDLZ', '2018 q1')",0.0
325,MO,2018 q1,3020,0.5499227612351038,Mr. Matthew C. Grainger,0.1827535680084236,male,Morgan Stanley,"('MO', '2018 q1')",0.0
326,PM,2018 q1,3020,0.5383322303030962,Mr. Matthew C. Grainger,0.2978655135366885,male,Morgan Stanley,"('PM', '2018 q1')",0.0
327,SJM,2018 q1,3020,0.4627784750352574,Mr. Matthew C. Grainger,0.4280396975998398,male,Morgan Stanley,"('SJM', '2018 q1')",0.0
328,CAG,2018 q1,3020,0.6892252127777153,Mr. Sonia Vora,0.6494515554948753,male,"Morningstar, Inc.","('CAG', '2018 q1')",0.03333333507180214
329,KO,2018 q1,3020,0.5709813850981167,Mr. Sonia Vora,0.5725842863354292,male,"Morningstar, Inc.","('KO', '2018 q1')",0.0
330,PEP,2018 q1,3020,0.6639720989773406,Mr. Sonia Vora,0.5397235401300032,male,"Morningstar, Inc.","('PEP', '2018 q1')",0.0
331,CAG,2018 q1,3020,0.6892252127777153,Mr Rob Dickerson,0.705381710703532,male,Deutsche Bank,"('CAG', '2018 q1')",0.0
332,HSY,2018 q1,3020,0.5534347632562618,Mr Rob Dickerson,0.409820932286646,male,Deutsche Bank,"('HSY', '2018 q1')",0.0
333,K,2018 q1,3020,0.5882594662292372,Mr Rob Dickerson,0.8920388179761191,male,Deutsche Bank,"('K', '2018 q1')",0.0
334,KHC,2018 q1,3020,0.6000287208779504,Mr Rob Dickerson,0.6662385364333302,male,Deutsche Bank,"('KHC', '2018 q1')",0.0
335,MDLZ,2018 q1,3020,0.646137768387972,Mr Rob Dickerson,0.8424459860230987,male,Deutsche Bank,"('MDLZ', '2018 q1')",0.0
336,MKC,2018 q1,3020,0.7338404532930012,Mr Rob Dickerson,0.7080023148608159,male,Deutsche Bank,"('MKC', '2018 q1')",0.0
337,SJM,2018 q1,3020,0.4627784750352574,Mr Rob Dickerson,0.909156225653117,male,Deutsche Bank,"('SJM', '2018 q1')",0.0
338,CAG,2018 q1,3020,0.6892252127777153,Mr. Andrew Lazar,0.4741751003189574,male,Barclays,"('CAG', '2018 q1')",0.0
339,CPB,2018 q1,3020,0.3563270685337271,Mr. Andrew Lazar,0.278066639489765,male,Barclays,"('CPB', '2018 q1')",0.0
340,HSY,2018 q1,3020,0.5534347632562618,Mr. Andrew Lazar,0.1809778933892254,male,Barclays,"('HSY', '2018 q1')",0.0
341,K,2018 q1,3020,0.5882594662292372,Mr. Andrew Lazar,0.2136035187408764,male,Barclays,"('K', '2018 q1')",0.0
342,KHC,2018 q1,3020,0.6000287208779504,Mr. Andrew Lazar,0.7672139119515287,male,Barclays,"('KHC', '2018 q1')",0.0
343,MDLZ,2018 q1,3020,0.646137768387972,Mr. Andrew Lazar,0.5906943837099116,male,Barclays,"('MDLZ', '2018 q1')",0.0
344,MKC,2018 q1,3020,0.7338404532930012,Mr. Andrew Lazar,0.4293369602333713,male,Barclays,"('MKC', '2018 q1')",0.0
345,CAG,2018 q1,3020,0.6892252127777153,Lubi Kutua,0.3839913548958457,female,Jefferies,"('CAG', '2018 q1')",0.0
346,KHC,2018 q1,3020,0.6000287208779504,Lubi Kutua,0.2375368820139679,female,Jefferies,"('KHC', '2018 q1')",0.018300563097000122
347,MKC,2018 q1,3020,0.7338404532930012,Lubi Kutua,0.3936157071728027,female,Jefferies,"('MKC', '2018 q1')",0.0
348,SJM,2018 q1,3020,0.4627784750352574,Lubi Kutua,0.2699812866737734,female,Jefferies,"('SJM', '2018 q1')",0.012570035643875599
349,CPB,2018 q1,3020,0.3563270685337271,Scott A. Mushkin,0.1184730878975033,male,Wolfe Research,"('CPB', '2018 q1')",0.0
350,KHC,2018 q1,3020,0.6000287208779504,Scott A. Mushkin,0.1897022921466201,male,Wolfe Research,"('KHC', '2018 q1')",0.0
351,SJM,2018 q1,3020,0.4627784750352574,Scott A. Mushkin,0.1148493007522379,male,Wolfe Research,"('SJM', '2018 q1')",0.0
352,CPB,2018 q1,3020,0.3563270685337271,Mr. Michael S. Lavery,0.251592033575806,male,Piper Sandler Companies,"('CPB', '2018 q1')",0.0
353,HRL,2018 q1,3020,0.4416049548596177,Mr. Michael S. Lavery,0.2318359340558876,male,Piper Sandler Companies,"('HRL', '2018 q1')",0.011927247047424316
354,K,2018 q1,3020,0.5882594662292372,Mr. Michael S. Lavery,0.2123930892338009,male,Piper Sandler Companies,"('K', '2018 q1')",0.0
355,KHC,2018 q1,3020,0.6000287208779504,Mr. Michael S. Lavery,0.2249099635898002,male,Piper Sandler Companies,"('KHC', '2018 q1')",0.0
356,MDLZ,2018 q1,3020,0.646137768387972,Mr. Michael S. Lavery,0.2595312513583955,male,Piper Sandler Companies,"('MDLZ', '2018 q1')",0.0
357,MO,2018 q1,3020,0.5499227612351038,Mr. Michael S. Lavery,0.4457856302941907,male,Piper Sandler Companies,"('MO', '2018 q1')",0.0
358,PM,2018 q1,3020,0.5383322303030962,Mr. Michael S. Lavery,0.2768614724807585,male,Piper Sandler Companies,"('PM', '2018 q1')",0.0
359,HRL,2018 q1,3020,0.4416049548596177,Mr. John Colantuoni,0.5540519404196731,male,Morgan Stanley,"('HRL', '2018 q1')",0.0
360,HRL,2018 q1,3020,0.4416049548596177,Benjamin M. Theurer,0.4427309461242955,male,Barclays,"('HRL', '2018 q1')",0.0
361,HRL,2018 q1,3020,0.4416049548596177,Mr. Rupesh Parikh,0.2637697183132446,male,"Oppenheimer & Co., Inc.","('HRL', '2018 q1')",0.0
362,HSY,2018 q1,3020,0.5534347632562618,Mr. Pablo Zuanic,0.3015421256079255,male,Susquehanna Financial Group LLLP,"('HSY', '2018 q1')",0.010487737134099007
363,K,2018 q1,3020,0.5882594662292372,Mr. Pablo Zuanic,0.3276299279991849,male,Susquehanna Financial Group LLLP,"('K', '2018 q1')",0.0
364,KHC,2018 q1,3020,0.6000287208779504,Mr. Pablo Zuanic,0.4963184707525338,male,Susquehanna Financial Group LLLP,"('KHC', '2018 q1')",0.0
365,KO,2018 q1,3020,0.5709813850981167,Mr. Pablo Zuanic,0.3801113034056944,male,Susquehanna Financial Group LLLP,"('KO', '2018 q1')",0.0
366,MDLZ,2018 q1,3020,0.646137768387972,Mr. Pablo Zuanic,0.4729214805061194,male,Susquehanna Financial Group LLLP,"('MDLZ', '2018 q1')",0.0
367,MNST,2018 q1,3020,0.6846568372382527,Mr. Pablo Zuanic,0.5212551266324882,male,Susquehanna Financial Group LLLP,"('MNST', '2018 q1')",0.0
368,PEP,2018 q1,3020,0.6639720989773406,Mr. Pablo Zuanic,0.8109502080522232,male,Susquehanna Financial Group LLLP,"('PEP', '2018 q1')",0.05452147778123617
369,SJM,2018 q1,3020,0.4627784750352574,Mr. Pablo Zuanic,0.3135858735465647,male,Susquehanna Financial Group LLLP,"('SJM', '2018 q1')",0.009679429233074188
370,STZ,2018 q1,3020,0.5372679477871112,Mr. Pablo Zuanic,0.4265840542976445,male,Susquehanna Financial Group LLLP,"('STZ', '2018 q1')",0.0
371,TAP,2018 q1,3020,0.6983157464466828,Mr. Pablo Zuanic,0.4171413994626025,male,Susquehanna Financial Group LLLP,"('TAP', '2018 q1')",0.0
372,HSY,2018 q1,3020,0.5534347632562618,Erin Lash,0.6032797540144659,female,"Morningstar, Inc.","('HSY', '2018 q1')",0.0
373,K,2018 q1,3020,0.5882594662292372,Erin Lash,0.6887770575139003,female,"Morningstar, Inc.","('K', '2018 q1')",0.0
374,KHC,2018 q1,3020,0.6000287208779504,Erin Lash,0.5357697943010963,female,"Morningstar, Inc.","('KHC', '2018 q1')",0.0
375,MKC,2018 q1,3020,0.7338404532930012,Erin Lash,0.8392150786319982,female,"Morningstar, Inc.","('MKC', '2018 q1')",0.0
376,HSY,2018 q1,3020,0.5534347632562618,Mr. Warren L. Ackerman,0.5504937119919704,male,Societe Generale,"('HSY', '2018 q1')",0.0
377,K,2018 q1,3020,0.5882594662292372,Mr. Warren L. Ackerman,0.61112296761688,male,Societe Generale,"('K', '2018 q1')",0.007449116092175245
378,KHC,2018 q1,3020,0.6000287208779504,Mr. Warren L. Ackerman,0.2013860559442632,male,Societe Generale,"('KHC', '2018 q1')",0.013723176904022694
379,MDLZ,2018 q1,3020,0.646137768387972,Mr. Warren L. Ackerman,0.2828826893868922,male,Societe Generale,"('MDLZ', '2018 q1')",0.0
380,HSY,2018 q1,3020,0.5534347632562618,Hr. Philip Patricha,0.196156634997427,male,Berenberg,"('HSY', '2018 q1')",0.0
381,KHC,2018 q1,3020,0.6000287208779504,Hr. Philip Patricha,0.226063113489576,male,Berenberg,"('KHC', '2018 q1')",0.0
382,MDLZ,2018 q1,3020,0.646137768387972,Hr. Philip Patricha,0.2789850116528721,male,Berenberg,"('MDLZ', '2018 q1')",0.0
383,K,2018 q1,3020,0.5882594662292372,"Mr. Timothy S. Ramey, CFA",0.2293579708779742,male,Pivotal Research Group,"('K', '2018 q1')",0.0
384,STZ,2018 q1,3020,0.5372679477871112,"Mr. Timothy S. Ramey, CFA",0.101427368723513,male,Pivotal Research Group,"('STZ', '2018 q1')",0.0
385,KO,2018 q1,3020,0.5709813850981167,Mr. Robert E. Ottenstein,0.1893946448575579,male,EVERCORE ISI,"('KO', '2018 q1')",0.006344851851463318
386,MNST,2018 q1,3020,0.6846568372382527,Mr. Robert E. Ottenstein,0.6366042881089504,male,EVERCORE ISI,"('MNST', '2018 q1')",0.003998844418674707
387,PEP,2018 q1,3020,0.6639720989773406,Mr. Robert E. Ottenstein,0.2522827164191027,male,EVERCORE ISI,"('PEP', '2018 q1')",0.0
388,STZ,2018 q1,3020,0.5372679477871112,Mr. Robert E. Ottenstein,0.1301573550396545,male,EVERCORE ISI,"('STZ', '2018 q1')",0.00709272576496005
389,TAP,2018 q1,3020,0.6983157464466828,Mr. Robert E. Ottenstein,0.3395832221336894,male,EVERCORE ISI,"('TAP', '2018 q1')",0.0
390,KO,2018 q1,3020,0.5709813850981167,"Mr. William B. Chappell, CFA",0.17685248355828,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2018 q1')",0.021078230813145638
391,MNST,2018 q1,3020,0.6846568372382527,"Mr. William B. Chappell, CFA",0.2565132281354232,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2018 q1')",0.0
392,PEP,2018 q1,3020,0.6639720989773406,"Mr. William B. Chappell, CFA",0.2551501860216174,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2018 q1')",0.0
393,STZ,2018 q1,3020,0.5372679477871112,"Mr. William B. Chappell, CFA",0.1382902823422834,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2018 q1')",0.007632571738213301
394,KO,2018 q1,3020,0.5709813850981167,Mr. Laurent Grandet,0.1867447691575365,male,Credit Suisse,"('KO', '2018 q1')",0.004096446558833122
395,PEP,2018 q1,3020,0.6639720989773406,Mr. Laurent Grandet,0.3130962934569085,male,Credit Suisse,"('PEP', '2018 q1')",0.0
396,STZ,2018 q1,3020,0.5372679477871112,Mr. Laurent Grandet,0.2422722873422997,male,Credit Suisse,"('STZ', '2018 q1')",0.0
397,TAP,2018 q1,3020,0.6983157464466828,Mr. Laurent Grandet,0.277817484486509,male,Credit Suisse,"('TAP', '2018 q1')",0.0
398,KO,2018 q1,3020,0.5709813850981167,Credit Suisse Global Product Marketing,0.920444626281356,Not a person,Credit Suisse,"('KO', '2018 q1')",0.0
399,KO,2018 q1,3020,0.5709813850981167,"Mr. Dara W. Mohsenian, CFA",0.2783126067808577,male,Morgan Stanley,"('KO', '2018 q1')",0.0
400,MNST,2018 q1,3020,0.6846568372382527,"Mr. Dara W. Mohsenian, CFA",0.2618270225690705,male,Morgan Stanley,"('MNST', '2018 q1')",0.0
401,PEP,2018 q1,3020,0.6639720989773406,"Mr. Dara W. Mohsenian, CFA",0.427275267857816,male,Morgan Stanley,"('PEP', '2018 q1')",0.022317860275506973
402,STZ,2018 q1,3020,0.5372679477871112,"Mr. Dara W. Mohsenian, CFA",0.2753334163741907,male,Morgan Stanley,"('STZ', '2018 q1')",0.0
403,TAP,2018 q1,3020,0.6983157464466828,"Mr. Dara W. Mohsenian, CFA",0.4341208771630513,male,Morgan Stanley,"('TAP', '2018 q1')",0.012629230041056871
404,KO,2018 q1,3020,0.5709813850981167,Mr. Nik Modi,0.1977033384777245,male,RBC Capital Markets,"('KO', '2018 q1')",0.0
405,MO,2018 q1,3020,0.5499227612351038,Mr. Nik Modi,0.2135348235030966,male,RBC Capital Markets,"('MO', '2018 q1')",0.0
406,STZ,2018 q1,3020,0.5372679477871112,Mr. Nik Modi,0.1933476899871245,male,RBC Capital Markets,"('STZ', '2018 q1')",0.0
407,KO,2018 q1,3020,0.5709813850981167,Mr. Andrew Holland,0.682176588842135,male,Societe Generale,"('KO', '2018 q1')",0.0
408,STZ,2018 q1,3020,0.5372679477871112,Mr. Andrew Holland,0.7253190793536426,male,Societe Generale,"('STZ', '2018 q1')",0.0
409,TAP,2018 q1,3020,0.6983157464466828,Mr. Andrew Holland,0.7093015256866884,male,Societe Generale,"('TAP', '2018 q1')",0.0
410,KO,2018 q1,3020,0.5709813850981167,Ms. Vivien N. Azer,0.654596749760127,female,Cowen and Company,"('KO', '2018 q1')",0.0
411,MNST,2018 q1,3020,0.6846568372382527,Ms. Vivien N. Azer,0.4300906547225093,female,Cowen and Company,"('MNST', '2018 q1')",0.0
412,MO,2018 q1,3020,0.5499227612351038,Ms. Vivien N. Azer,0.7208079299452483,female,Cowen and Company,"('MO', '2018 q1')",0.0
413,PEP,2018 q1,3020,0.6639720989773406,Ms. Vivien N. Azer,0.7261397260385898,female,Cowen and Company,"('PEP', '2018 q1')",0.0
414,PM,2018 q1,3020,0.5383322303030962,Ms. Vivien N. Azer,0.7577312322196008,female,Cowen and Company,"('PM', '2018 q1')",0.0
415,STZ,2018 q1,3020,0.5372679477871112,Ms. Vivien N. Azer,0.6754617880702957,female,Cowen and Company,"('STZ', '2018 q1')",0.0
416,TAP,2018 q1,3020,0.6983157464466828,Ms. Vivien N. Azer,0.8531318334817504,female,Cowen and Company,"('TAP', '2018 q1')",0.0
417,MDLZ,2018 q1,3020,0.646137768387972,Steven Strycula,0.2444233335598529,male,UBS Equities,"('MDLZ', '2018 q1')",0.014050611294806004
418,MKC,2018 q1,3020,0.7338404532930012,Steven Strycula,0.4479545383031114,male,UBS Equities,"('MKC', '2018 q1')",0.01063627703115344
419,MKC,2018 q1,3020,0.7338404532930012,Mr. Ken B. Goldman,0.426656443653398,male,JPMorgan,"('MKC', '2018 q1')",0.01310126157477498
420,MNST,2018 q1,3020,0.6846568372382527,Mr. Steve Powers,0.6692500048939972,male,Deutsche Bank,"('MNST', '2018 q1')",0.0
421,MO,2018 q1,3020,0.5499227612351038,Mr. Steve Powers,0.2038322988460253,male,Deutsche Bank,"('MO', '2018 q1')",0.0
422,PEP,2018 q1,3020,0.6639720989773406,Mr. Steve Powers,0.8946385177456798,male,Deutsche Bank,"('PEP', '2018 q1')",0.0
423,STZ,2018 q1,3020,0.5372679477871112,Mr. Steve Powers,0.7191888824371633,male,Deutsche Bank,"('STZ', '2018 q1')",0.011111111690600714
424,TAP,2018 q1,3020,0.6983157464466828,Mr. Steve Powers,0.9334740669638292,male,Deutsche Bank,"('TAP', '2018 q1')",0.0
425,MNST,2018 q1,3020,0.6846568372382527,"Kevin M. Grundy, CPA",0.4989238371868728,male,Jefferies,"('MNST', '2018 q1')",0.0
426,MO,2018 q1,3020,0.5499227612351038,Mr. Owen Bennett,0.2890392858123904,male,Jefferies,"('MO', '2018 q1')",0.0
427,PM,2018 q1,3020,0.5383322303030962,Mr. Owen Bennett,0.2736818225706482,male,Jefferies,"('PM', '2018 q1')",0.0
428,MO,2018 q1,3020,0.5499227612351038,Lisa K. Lewandowski,0.2422875985279784,female,BofA Global Research,"('MO', '2018 q1')",0.0
429,PM,2018 q1,3020,0.5383322303030962,Lisa K. Lewandowski,0.3732857764618221,female,BofA Global Research,"('PM', '2018 q1')",0.0
430,MO,2018 q1,3020,0.5499227612351038,Mr. Philip Gorham,0.8514596000377695,male,"Morningstar, Inc.","('MO', '2018 q1')",0.0
431,PM,2018 q1,3020,0.5383322303030962,Mr. Philip Gorham,0.4600622866697371,male,"Morningstar, Inc.","('PM', '2018 q1')",0.0
432,PM,2018 q1,3020,0.5383322303030962,Mr. Eamonn Ferry,0.1694878070497867,male,Exane BNP Paribas,"('PM', '2018 q1')",0.0
433,PM,2018 q1,3020,0.5383322303030962,Chas Manso,0.5177876030217426,male,Societe Generale,"('PM', '2018 q1')",0.012319537810981274
434,SJM,2018 q1,3020,0.4627784750352574,"Mr. Jon R. Andersen, CFA",0.1683492626131997,male,William Blair & Company,"('SJM', '2018 q1')",0.0
435,SJM,2018 q1,3020,0.4627784750352574,"Charles E. Cerankosky, Jr",0.2106478147346835,male,Northcoast Research,"('SJM', '2018 q1')",0.0
436,SJM,2018 q1,3020,0.4627784750352574,"Jeffrey S. Thomison, CFA",0.2504210281454935,male,Hilliard Lyons,"('SJM', '2018 q1')",0.0
437,STZ,2018 q1,3020,0.5372679477871112,Ms. Lauren R. Lieberman,0.2290327685860505,female,Barclays,"('STZ', '2018 q1')",0.012253133735309044
438,TAP,2018 q1,3020,0.6983157464466828,Ms. Lauren R. Lieberman,0.3672305581235503,female,Barclays,"('TAP', '2018 q1')",0.0
439,STZ,2018 q1,3020,0.5372679477871112,Bonnie L. Herzog,0.6257898178614353,female,"Wells Fargo Securities, LLC","('STZ', '2018 q1')",0.03333333507180214
440,STZ,2018 q1,3020,0.5372679477871112,"Mr. Amit Sharma, CFA",0.1768875846223743,male,BMO Capital Markets,"('STZ', '2018 q1')",0.0
441,STZ,2018 q1,3020,0.5372679477871112,"Ms. Andrea F. Teixeira, CFA",0.2952188979106118,female,JPMorgan,"('STZ', '2018 q1')",0.012724492233246565
442,TAP,2018 q1,3020,0.6983157464466828,"Mr. Javier Gonzalez Lastra, CFA",0.5602779886179305,male,Berenberg,"('TAP', '2018 q1')",0.0
443,ADM,2018 q2,3020,0.5352580165610944,Joseph Agnese,0.5760581375845996,male,CFRA Equity Research,"('ADM', '2018 q2')",0.0
444,CAG,2018 q2,3020,0.7313539752867959,Joseph Agnese,0.6686782013929231,male,CFRA Equity Research,"('CAG', '2018 q2')",0.0
445,CPB,2018 q2,3020,0.5616380859970194,Joseph Agnese,0.6370188072063906,male,CFRA Equity Research,"('CPB', '2018 q2')",0.0
446,HRL,2018 q2,3020,0.5115003038539236,Joseph Agnese,0.4726097958655746,male,CFRA Equity Research,"('HRL', '2018 q2')",0.0
447,HSY,2018 q2,3020,0.5234273411441386,Joseph Agnese,0.7011190834420397,male,CFRA Equity Research,"('HSY', '2018 q2')",0.0
448,K,2018 q2,3020,0.6312869183858474,Joseph Agnese,0.7662357058139482,male,CFRA Equity Research,"('K', '2018 q2')",0.0
449,KHC,2018 q2,3020,0.6256437712362659,Joseph Agnese,0.7278046483337558,male,CFRA Equity Research,"('KHC', '2018 q2')",0.0
450,KO,2018 q2,3020,0.5795175131939195,Joseph Agnese,0.4906865250655602,male,CFRA Equity Research,"('KO', '2018 q2')",0.0
451,MDLZ,2018 q2,3020,0.4901567943485274,Joseph Agnese,0.7690816140089883,male,CFRA Equity Research,"('MDLZ', '2018 q2')",0.0
452,MKC,2018 q2,3020,0.8374377752005959,Joseph Agnese,0.8292286567314601,male,CFRA Equity Research,"('MKC', '2018 q2')",0.0
453,MNST,2018 q2,3020,0.6078496967352205,Joseph Agnese,0.6584115340249823,male,CFRA Equity Research,"('MNST', '2018 q2')",0.0
454,MO,2018 q2,3020,0.4442273856811932,Joseph Agnese,0.4757226087139379,male,CFRA Equity Research,"('MO', '2018 q2')",0.0
455,PEP,2018 q2,3020,0.598732661798736,Joseph Agnese,0.469706539094049,male,CFRA Equity Research,"('PEP', '2018 q2')",0.0
456,PM,2018 q2,3020,0.555613316715319,Joseph Agnese,0.5005386849166816,male,CFRA Equity Research,"('PM', '2018 q2')",0.0
457,SJM,2018 q2,3020,0.3931421023265532,Joseph Agnese,0.4405817159673784,male,CFRA Equity Research,"('SJM', '2018 q2')",0.0
458,STZ,2018 q2,3020,0.4927444382170702,Joseph Agnese,0.6694143402513221,male,CFRA Equity Research,"('STZ', '2018 q2')",0.0
459,TAP,2018 q2,3020,0.6689654648264107,Joseph Agnese,0.7697967108825566,male,CFRA Equity Research,"('TAP', '2018 q2')",0.0
460,ADM,2018 q2,3020,0.5352580165610944,Mr. Seth Goldstein,0.4577621973565141,male,"Morningstar, Inc.","('ADM', '2018 q2')",0.008333333767950535
461,ADM,2018 q2,3020,0.5352580165610944,Mr. Robert B. Moskow,0.3319718680657035,male,Credit Suisse,"('ADM', '2018 q2')",0.0
462,CAG,2018 q2,3020,0.7313539752867959,Mr. Robert B. Moskow,0.3551064246845229,male,Credit Suisse,"('CAG', '2018 q2')",0.03518121317028999
463,CPB,2018 q2,3020,0.5616380859970194,Mr. Robert B. Moskow,0.2349417339839791,male,Credit Suisse,"('CPB', '2018 q2')",0.007200321648269892
464,HRL,2018 q2,3020,0.5115003038539236,Mr. Robert B. Moskow,0.2504595241506004,male,Credit Suisse,"('HRL', '2018 q2')",0.0
465,HSY,2018 q2,3020,0.5234273411441386,Mr. Robert B. Moskow,0.2283264651621461,male,Credit Suisse,"('HSY', '2018 q2')",0.0
466,K,2018 q2,3020,0.6312869183858474,Mr. Robert B. Moskow,0.2763089835080948,male,Credit Suisse,"('K', '2018 q2')",0.0
467,KHC,2018 q2,3020,0.6256437712362659,Mr. Robert B. Moskow,0.3597025949102066,male,Credit Suisse,"('KHC', '2018 q2')",0.0
468,SJM,2018 q2,3020,0.3931421023265532,Mr. Robert B. Moskow,0.1370309404068787,male,Credit Suisse,"('SJM', '2018 q2')",0.0
469,ADM,2018 q2,3020,0.5352580165610944,Mr. Vincent Andrews,0.5966124522436537,male,Morgan Stanley,"('ADM', '2018 q2')",0.007850611209869384
470,ADM,2018 q2,3020,0.5352580165610944,Ms. Farha Aslam,0.3508031786032728,female,Stephens Inc.,"('ADM', '2018 q2')",0.0
471,HRL,2018 q2,3020,0.5115003038539236,Ms. Farha Aslam,0.3440655602424427,female,Stephens Inc.,"('HRL', '2018 q2')",0.0
472,SJM,2018 q2,3020,0.3931421023265532,Ms. Farha Aslam,0.2140810123926529,female,Stephens Inc.,"('SJM', '2018 q2')",0.0
473,CAG,2018 q2,3020,0.7313539752867959,SADIF Research,0.983208103038154,Not a person,Sadif Analytics Prime,"('CAG', '2018 q2')",0.9701766967773438
474,HRL,2018 q2,3020,0.5115003038539236,SADIF Research,0.9327560938874216,Not a person,Sadif Analytics Prime,"('HRL', '2018 q2')",0.905163586139679
475,KO,2018 q2,3020,0.5795175131939195,SADIF Research,0.9868041033874608,Not a person,Sadif Analytics Prime,"('KO', '2018 q2')",0.9615986347198486
476,MKC,2018 q2,3020,0.8374377752005959,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MKC', '2018 q2')",0.9783068001270294
477,CAG,2018 q2,3020,0.7313539752867959,Bryan D. Spillane,0.2728276487969806,male,BofA Global Research,"('CAG', '2018 q2')",0.0
478,CPB,2018 q2,3020,0.5616380859970194,Bryan D. Spillane,0.2393784657998596,male,BofA Global Research,"('CPB', '2018 q2')",0.0
479,HSY,2018 q2,3020,0.5234273411441386,Bryan D. Spillane,0.2304350109328429,male,BofA Global Research,"('HSY', '2018 q2')",0.0
480,KHC,2018 q2,3020,0.6256437712362659,Bryan D. Spillane,0.4100612064193397,male,BofA Global Research,"('KHC', '2018 q2')",0.0
481,MDLZ,2018 q2,3020,0.4901567943485274,Bryan D. Spillane,0.34461891704048,male,BofA Global Research,"('MDLZ', '2018 q2')",0.0
482,PEP,2018 q2,3020,0.598732661798736,Bryan D. Spillane,0.2190548265804501,male,BofA Global Research,"('PEP', '2018 q2')",0.0
483,TAP,2018 q2,3020,0.6689654648264107,Bryan D. Spillane,0.2687337916163705,male,BofA Global Research,"('TAP', '2018 q2')",0.005007623694837093
484,CAG,2018 q2,3020,0.7313539752867959,Mr. Sonia Vora,0.6475300205325298,male,"Morningstar, Inc.","('CAG', '2018 q2')",0.0
485,KO,2018 q2,3020,0.5795175131939195,Mr. Sonia Vora,0.5388935861617395,male,"Morningstar, Inc.","('KO', '2018 q2')",0.0
486,PEP,2018 q2,3020,0.598732661798736,Mr. Sonia Vora,0.7057359981676673,male,"Morningstar, Inc.","('PEP', '2018 q2')",0.03333333507180214
487,TAP,2018 q2,3020,0.6689654648264107,Mr. Sonia Vora,0.6149477497283777,male,"Morningstar, Inc.","('TAP', '2018 q2')",0.0
488,CAG,2018 q2,3020,0.7313539752867959,David S. Palmer,0.4268185806415231,male,RBC Capital Markets,"('CAG', '2018 q2')",0.01666666753590107
489,CPB,2018 q2,3020,0.5616380859970194,David S. Palmer,0.2268152035884794,male,RBC Capital Markets,"('CPB', '2018 q2')",0.0
490,HSY,2018 q2,3020,0.5234273411441386,David S. Palmer,0.1581241472326032,male,RBC Capital Markets,"('HSY', '2018 q2')",0.016051607206463814
491,CAG,2018 q2,3020,0.7313539752867959,Lubi Kutua,0.4804078953928065,female,Jefferies,"('CAG', '2018 q2')",0.011800297535955906
492,HRL,2018 q2,3020,0.5115003038539236,Lubi Kutua,0.3135270033247481,female,Jefferies,"('HRL', '2018 q2')",0.0
493,KHC,2018 q2,3020,0.6256437712362659,Lubi Kutua,0.2507358593409579,female,Jefferies,"('KHC', '2018 q2')",0.0067786769941449165
494,SJM,2018 q2,3020,0.3931421023265532,Lubi Kutua,0.1646044698364007,female,Jefferies,"('SJM', '2018 q2')",0.0
495,CAG,2018 q2,3020,0.7313539752867959,Mr. Andrew Lazar,0.887647418917673,male,Barclays,"('CAG', '2018 q2')",0.01378190889954567
496,CPB,2018 q2,3020,0.5616380859970194,Mr. Andrew Lazar,0.2643821490703336,male,Barclays,"('CPB', '2018 q2')",0.0
497,HSY,2018 q2,3020,0.5234273411441386,Mr. Andrew Lazar,0.2020517193874867,male,Barclays,"('HSY', '2018 q2')",0.0
498,MDLZ,2018 q2,3020,0.4901567943485274,Mr. Andrew Lazar,0.2541963554038629,male,Barclays,"('MDLZ', '2018 q2')",0.0
499,MKC,2018 q2,3020,0.8374377752005959,Mr. Andrew Lazar,0.5339447683551949,male,Barclays,"('MKC', '2018 q2')",0.0
500,SJM,2018 q2,3020,0.3931421023265532,Mr. Andrew Lazar,0.1078487312667252,male,Barclays,"('SJM', '2018 q2')",0.0
501,CAG,2018 q2,3020,0.7313539752867959,Mr Rob Dickerson,0.7031304020058992,male,Deutsche Bank,"('CAG', '2018 q2')",0.0
502,CPB,2018 q2,3020,0.5616380859970194,Mr Rob Dickerson,0.8986017885959032,male,Deutsche Bank,"('CPB', '2018 q2')",0.0
503,HSY,2018 q2,3020,0.5234273411441386,Mr Rob Dickerson,0.8596684254448717,male,Deutsche Bank,"('HSY', '2018 q2')",0.0
504,K,2018 q2,3020,0.6312869183858474,Mr Rob Dickerson,0.6712076874310157,male,Deutsche Bank,"('K', '2018 q2')",0.0
505,KHC,2018 q2,3020,0.6256437712362659,Mr Rob Dickerson,0.9580442627755386,male,Deutsche Bank,"('KHC', '2018 q2')",0.0
506,MKC,2018 q2,3020,0.8374377752005959,Mr Rob Dickerson,0.956578019448525,male,Deutsche Bank,"('MKC', '2018 q2')",0.0
507,SJM,2018 q2,3020,0.3931421023265532,Mr Rob Dickerson,0.4995463191322339,male,Deutsche Bank,"('SJM', '2018 q2')",0.0
508,CPB,2018 q2,3020,0.5616380859970194,Mr. Michael S. Lavery,0.2544722710782353,male,Piper Sandler Companies,"('CPB', '2018 q2')",0.022629844024777412
509,HRL,2018 q2,3020,0.5115003038539236,Mr. Michael S. Lavery,0.2022881381802729,male,Piper Sandler Companies,"('HRL', '2018 q2')",0.0
510,HSY,2018 q2,3020,0.5234273411441386,Mr. Michael S. Lavery,0.1234295825487489,male,Piper Sandler Companies,"('HSY', '2018 q2')",0.0
511,K,2018 q2,3020,0.6312869183858474,Mr. Michael S. Lavery,0.3708523804990175,male,Piper Sandler Companies,"('K', '2018 q2')",0.0
512,KHC,2018 q2,3020,0.6256437712362659,Mr. Michael S. Lavery,0.2790722456130704,male,Piper Sandler Companies,"('KHC', '2018 q2')",0.0
513,MDLZ,2018 q2,3020,0.4901567943485274,Mr. Michael S. Lavery,0.3357759332348744,male,Piper Sandler Companies,"('MDLZ', '2018 q2')",0.01666666753590107
514,MO,2018 q2,3020,0.4442273856811932,Mr. Michael S. Lavery,0.1605491387863725,male,Piper Sandler Companies,"('MO', '2018 q2')",0.0
515,PM,2018 q2,3020,0.555613316715319,Mr. Michael S. Lavery,0.2256497404008855,male,Piper Sandler Companies,"('PM', '2018 q2')",0.0
516,CPB,2018 q2,3020,0.5616380859970194,Mr. Christopher A. Jacobson,0.6018767597001763,male,Susquehanna Financial Group LLLP,"('CPB', '2018 q2')",0.03676186501979828
517,CPB,2018 q2,3020,0.5616380859970194,Erin Lash,0.5362835980977252,female,"Morningstar, Inc.","('CPB', '2018 q2')",0.0
518,K,2018 q2,3020,0.6312869183858474,Erin Lash,0.765026261747147,female,"Morningstar, Inc.","('K', '2018 q2')",0.0
519,KHC,2018 q2,3020,0.6256437712362659,Erin Lash,0.6366363932050615,female,"Morningstar, Inc.","('KHC', '2018 q2')",0.0
520,MKC,2018 q2,3020,0.8374377752005959,Erin Lash,0.8244968327800816,female,"Morningstar, Inc.","('MKC', '2018 q2')",0.0
521,CPB,2018 q2,3020,0.5616380859970194,Scott A. Mushkin,0.2853768443034515,male,Wolfe Research,"('CPB', '2018 q2')",0.0
522,KHC,2018 q2,3020,0.6256437712362659,Scott A. Mushkin,0.2888346311839475,male,Wolfe Research,"('KHC', '2018 q2')",0.01305455807596445
523,SJM,2018 q2,3020,0.3931421023265532,Scott A. Mushkin,0.1778229460565182,male,Wolfe Research,"('SJM', '2018 q2')",0.0
524,HRL,2018 q2,3020,0.5115003038539236,Mr. John Colantuoni,0.3457036582129432,male,Morgan Stanley,"('HRL', '2018 q2')",0.0
525,HRL,2018 q2,3020,0.5115003038539236,Mr. Rupesh Parikh,0.2642826341951573,male,"Oppenheimer & Co., Inc.","('HRL', '2018 q2')",0.0
526,HSY,2018 q2,3020,0.5234273411441386,Credit Suisse Global Product Marketing,0.7162726928699117,Not a person,Credit Suisse,"('HSY', '2018 q2')",0.01355139259248972
527,HSY,2018 q2,3020,0.5234273411441386,Mr. Pablo Zuanic,0.215799563849767,male,Susquehanna Financial Group LLLP,"('HSY', '2018 q2')",0.0
528,K,2018 q2,3020,0.6312869183858474,Mr. Pablo Zuanic,0.5273282674934275,male,Susquehanna Financial Group LLLP,"('K', '2018 q2')",0.005335317924618721
529,KHC,2018 q2,3020,0.6256437712362659,Mr. Pablo Zuanic,0.4619162061574604,male,Susquehanna Financial Group LLLP,"('KHC', '2018 q2')",0.0026416871696710587
530,KO,2018 q2,3020,0.5795175131939195,Mr. Pablo Zuanic,0.1833220710424623,male,Susquehanna Financial Group LLLP,"('KO', '2018 q2')",0.0
531,MDLZ,2018 q2,3020,0.4901567943485274,Mr. Pablo Zuanic,0.4697251359335461,male,Susquehanna Financial Group LLLP,"('MDLZ', '2018 q2')",0.0
532,MNST,2018 q2,3020,0.6078496967352205,Mr. Pablo Zuanic,0.3875191561190244,male,Susquehanna Financial Group LLLP,"('MNST', '2018 q2')",0.0
533,PEP,2018 q2,3020,0.598732661798736,Mr. Pablo Zuanic,0.6674711374618039,male,Susquehanna Financial Group LLLP,"('PEP', '2018 q2')",0.01091653760522604
534,SJM,2018 q2,3020,0.3931421023265532,Mr. Pablo Zuanic,0.2913108503337001,male,Susquehanna Financial Group LLLP,"('SJM', '2018 q2')",0.0
535,STZ,2018 q2,3020,0.4927444382170702,Mr. Pablo Zuanic,0.3407501073567178,male,Susquehanna Financial Group LLLP,"('STZ', '2018 q2')",0.006031503202393651
536,TAP,2018 q2,3020,0.6689654648264107,Mr. Pablo Zuanic,0.5070211248767308,male,Susquehanna Financial Group LLLP,"('TAP', '2018 q2')",0.0
537,HSY,2018 q2,3020,0.5234273411441386,"Mr. Fintan Ryan, CFA",0.2455267047233656,male,Berenberg,"('HSY', '2018 q2')",0.0
538,MDLZ,2018 q2,3020,0.4901567943485274,"Mr. Fintan Ryan, CFA",0.1945813242952747,male,Berenberg,"('MDLZ', '2018 q2')",0.0
539,HSY,2018 q2,3020,0.5234273411441386,Mr. Matthew C. Grainger,0.1852987000456724,male,Morgan Stanley,"('HSY', '2018 q2')",0.0
540,KHC,2018 q2,3020,0.6256437712362659,Mr. Matthew C. Grainger,0.2993832639021331,male,Morgan Stanley,"('KHC', '2018 q2')",0.0
541,MO,2018 q2,3020,0.4442273856811932,Mr. Matthew C. Grainger,0.2282811828348438,male,Morgan Stanley,"('MO', '2018 q2')",0.010538507252931595
542,PM,2018 q2,3020,0.555613316715319,Mr. Matthew C. Grainger,0.260519636908871,male,Morgan Stanley,"('PM', '2018 q2')",0.0
543,HSY,2018 q2,3020,0.5234273411441386,Mr. Warren L. Ackerman,0.5574847741326412,male,Societe Generale,"('HSY', '2018 q2')",0.0
544,KHC,2018 q2,3020,0.6256437712362659,Mr. Warren L. Ackerman,0.6437451412000693,male,Societe Generale,"('KHC', '2018 q2')",0.0
545,MDLZ,2018 q2,3020,0.4901567943485274,Mr. Warren L. Ackerman,0.3518185192388702,male,Societe Generale,"('MDLZ', '2018 q2')",0.0
546,K,2018 q2,3020,0.6312869183858474,"Mr. Timothy S. Ramey, CFA",0.2709073515192921,male,Pivotal Research Group,"('K', '2018 q2')",0.0
547,STZ,2018 q2,3020,0.4927444382170702,"Mr. Timothy S. Ramey, CFA",0.1191262020369421,male,Pivotal Research Group,"('STZ', '2018 q2')",0.0
548,KHC,2018 q2,3020,0.6256437712362659,Ms. Rosie Edwards,0.2638390710046507,female,Berenberg,"('KHC', '2018 q2')",0.0
549,KO,2018 q2,3020,0.5795175131939195,"Mr. Dara W. Mohsenian, CFA",0.4239866736485931,male,Morgan Stanley,"('KO', '2018 q2')",0.0
550,MNST,2018 q2,3020,0.6078496967352205,"Mr. Dara W. Mohsenian, CFA",0.229575642175063,male,Morgan Stanley,"('MNST', '2018 q2')",0.0
551,STZ,2018 q2,3020,0.4927444382170702,"Mr. Dara W. Mohsenian, CFA",0.1987888234670468,male,Morgan Stanley,"('STZ', '2018 q2')",0.0
552,TAP,2018 q2,3020,0.6689654648264107,"Mr. Dara W. Mohsenian, CFA",0.4732143862654749,male,Morgan Stanley,"('TAP', '2018 q2')",0.0
553,KO,2018 q2,3020,0.5795175131939195,Mr. Robert E. Ottenstein,0.190443539367711,male,EVERCORE ISI,"('KO', '2018 q2')",0.0
554,MNST,2018 q2,3020,0.6078496967352205,Mr. Robert E. Ottenstein,0.211404531905477,male,EVERCORE ISI,"('MNST', '2018 q2')",0.0
555,PEP,2018 q2,3020,0.598732661798736,Mr. Robert E. Ottenstein,0.2457038166833015,male,EVERCORE ISI,"('PEP', '2018 q2')",0.0
556,STZ,2018 q2,3020,0.4927444382170702,Mr. Robert E. Ottenstein,0.168214500436292,male,EVERCORE ISI,"('STZ', '2018 q2')",0.0
557,TAP,2018 q2,3020,0.6689654648264107,Mr. Robert E. Ottenstein,0.287535783847872,male,EVERCORE ISI,"('TAP', '2018 q2')",0.0018360796384513378
558,KO,2018 q2,3020,0.5795175131939195,Mr. Nik Modi,0.1961739281063327,male,RBC Capital Markets,"('KO', '2018 q2')",0.0
559,MNST,2018 q2,3020,0.6078496967352205,Mr. Nik Modi,0.338350391863438,male,RBC Capital Markets,"('MNST', '2018 q2')",0.01576334610581398
560,MO,2018 q2,3020,0.4442273856811932,Mr. Nik Modi,0.1503713938011963,male,RBC Capital Markets,"('MO', '2018 q2')",0.010508120991289616
561,PEP,2018 q2,3020,0.598732661798736,Mr. Nik Modi,0.4679828767286893,male,RBC Capital Markets,"('PEP', '2018 q2')",0.0
562,STZ,2018 q2,3020,0.4927444382170702,Mr. Nik Modi,0.1646940506290489,male,RBC Capital Markets,"('STZ', '2018 q2')",0.0
563,KO,2018 q2,3020,0.5795175131939195,Mr. Steve Powers,0.3221279535809516,male,Deutsche Bank,"('KO', '2018 q2')",0.0
564,MNST,2018 q2,3020,0.6078496967352205,Mr. Steve Powers,0.9249977101967006,male,Deutsche Bank,"('MNST', '2018 q2')",0.0
565,KO,2018 q2,3020,0.5795175131939195,Mr. Andrew Holland,0.7266728333851953,male,Societe Generale,"('KO', '2018 q2')",0.0
566,PEP,2018 q2,3020,0.598732661798736,Mr. Andrew Holland,0.596286636746015,male,Societe Generale,"('PEP', '2018 q2')",0.0
567,STZ,2018 q2,3020,0.4927444382170702,Mr. Andrew Holland,0.6836353452097826,male,Societe Generale,"('STZ', '2018 q2')",0.015238966792821884
568,TAP,2018 q2,3020,0.6689654648264107,Mr. Andrew Holland,0.641419433515055,male,Societe Generale,"('TAP', '2018 q2')",0.0
569,KO,2018 q2,3020,0.5795175131939195,Ms. Vivien N. Azer,0.5901035317289501,female,Cowen and Company,"('KO', '2018 q2')",0.0
570,MNST,2018 q2,3020,0.6078496967352205,Ms. Vivien N. Azer,0.7434072860846171,female,Cowen and Company,"('MNST', '2018 q2')",0.0
571,MO,2018 q2,3020,0.4442273856811932,Ms. Vivien N. Azer,0.6938507116770541,female,Cowen and Company,"('MO', '2018 q2')",0.0
572,PEP,2018 q2,3020,0.598732661798736,Ms. Vivien N. Azer,0.6838072115069591,female,Cowen and Company,"('PEP', '2018 q2')",0.0
573,STZ,2018 q2,3020,0.4927444382170702,Ms. Vivien N. Azer,0.5763720986557521,female,Cowen and Company,"('STZ', '2018 q2')",0.0
574,TAP,2018 q2,3020,0.6689654648264107,Ms. Vivien N. Azer,0.8108950702281296,female,Cowen and Company,"('TAP', '2018 q2')",0.0
575,KO,2018 q2,3020,0.5795175131939195,Ms. Lauren R. Lieberman,0.2325630659732975,female,Barclays,"('KO', '2018 q2')",0.0
576,STZ,2018 q2,3020,0.4927444382170702,Ms. Lauren R. Lieberman,0.3381222633808039,female,Barclays,"('STZ', '2018 q2')",0.0
577,TAP,2018 q2,3020,0.6689654648264107,Ms. Lauren R. Lieberman,0.4248603401862983,female,Barclays,"('TAP', '2018 q2')",0.0
578,KO,2018 q2,3020,0.5795175131939195,"Mr. William B. Chappell, CFA",0.1505448389614518,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2018 q2')",0.0
579,MNST,2018 q2,3020,0.6078496967352205,"Mr. William B. Chappell, CFA",0.2197086659270671,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2018 q2')",0.0
580,PEP,2018 q2,3020,0.598732661798736,"Mr. William B. Chappell, CFA",0.2337816749638596,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2018 q2')",0.0
581,STZ,2018 q2,3020,0.4927444382170702,"Mr. William B. Chappell, CFA",0.3704082411794425,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2018 q2')",0.0
582,MDLZ,2018 q2,3020,0.4901567943485274,Steven Strycula,0.2703189199377387,male,UBS Equities,"('MDLZ', '2018 q2')",0.02526012435555458
583,MKC,2018 q2,3020,0.8374377752005959,Steven Strycula,0.5838150349525473,male,UBS Equities,"('MKC', '2018 q2')",0.0
584,MKC,2018 q2,3020,0.8374377752005959,Mr. Ken B. Goldman,0.5751648820816716,male,JPMorgan,"('MKC', '2018 q2')",0.0
585,MNST,2018 q2,3020,0.6078496967352205,"Kevin M. Grundy, CPA",0.5234521897825295,male,Jefferies,"('MNST', '2018 q2')",0.0
586,MO,2018 q2,3020,0.4442273856811932,Mr. Philip Gorham,0.5125678763165761,male,"Morningstar, Inc.","('MO', '2018 q2')",0.0
587,PM,2018 q2,3020,0.555613316715319,Mr. Philip Gorham,0.4374798527143125,male,"Morningstar, Inc.","('PM', '2018 q2')",0.0
588,MO,2018 q2,3020,0.4442273856811932,Lisa K. Lewandowski,0.2037892991910917,female,BofA Global Research,"('MO', '2018 q2')",0.0
589,PM,2018 q2,3020,0.555613316715319,Lisa K. Lewandowski,0.3738857696500811,female,BofA Global Research,"('PM', '2018 q2')",0.0
590,MO,2018 q2,3020,0.4442273856811932,Mr. Owen Bennett,0.3651894375727328,male,Jefferies,"('MO', '2018 q2')",0.0
591,MO,2018 q2,3020,0.4442273856811932,Ms. Pamela Kaufman,0.1184407309207495,female,Morgan Stanley,"('MO', '2018 q2')",0.0
592,SJM,2018 q2,3020,0.3931421023265532,Ms. Pamela Kaufman,0.4142308035931218,female,Morgan Stanley,"('SJM', '2018 q2')",0.0
593,PEP,2018 q2,3020,0.598732661798736,Research Department,0.2585859920459387,Not a person,Trefis,"('PEP', '2018 q2')",0.0
594,PM,2018 q2,3020,0.555613316715319,Research Department,0.2416255022219361,Not a person,Trefis,"('PM', '2018 q2')",0.0
595,PM,2018 q2,3020,0.555613316715319,Mr. Eamonn Ferry,0.2178085759907279,male,Exane BNP Paribas,"('PM', '2018 q2')",0.0
596,PM,2018 q2,3020,0.555613316715319,Bonnie L. Herzog,0.6656028284419129,female,"Wells Fargo Securities, LLC","('PM', '2018 q2')",0.03333333507180214
597,PM,2018 q2,3020,0.555613316715319,Mr. Gerry Gallagher,0.1635230338358224,male,Deutsche Bank,"('PM', '2018 q2')",0.0
598,PM,2018 q2,3020,0.555613316715319,Chas Manso,0.5884831161945988,male,Societe Generale,"('PM', '2018 q2')",0.0
599,PM,2018 q2,3020,0.555613316715319,Mr. Mark Photiades,0.7884504515627125,male,Cantor Fitzgerald Europe,"('PM', '2018 q2')",0.0
600,SJM,2018 q2,3020,0.3931421023265532,Mr. Brian D. Callen,0.3564805659211598,male,BofA Global Research,"('SJM', '2018 q2')",0.0
601,SJM,2018 q2,3020,0.3931421023265532,"Mr. Jon R. Andersen, CFA",0.1676632519997452,male,William Blair & Company,"('SJM', '2018 q2')",0.0
602,STZ,2018 q2,3020,0.4927444382170702,"Ms. Andrea F. Teixeira, CFA",0.1686597840482005,female,JPMorgan,"('STZ', '2018 q2')",0.0
603,STZ,2018 q2,3020,0.4927444382170702,Mr. Carlos A. Laboy,0.3370570346010246,male,HSBC,"('STZ', '2018 q2')",0.0
604,TAP,2018 q2,3020,0.6689654648264107,"Mr. Javier Gonzalez Lastra, CFA",0.4671262715723999,male,Berenberg,"('TAP', '2018 q2')",0.0
605,ADM,2018 q3,3020,0.6265991111223708,Ms. Farha Aslam,0.4055197851263263,female,Stephens Inc.,"('ADM', '2018 q3')",0.0
606,CAG,2018 q3,3020,0.6677248573043453,Ms. Farha Aslam,0.325804518486319,female,Stephens Inc.,"('CAG', '2018 q3')",0.008185487861434618
607,HRL,2018 q3,3020,0.6079772539378685,Ms. Farha Aslam,0.3011543348380319,female,Stephens Inc.,"('HRL', '2018 q3')",0.0
608,SJM,2018 q3,3020,0.5908529646848892,Ms. Farha Aslam,0.2320533951664669,female,Stephens Inc.,"('SJM', '2018 q3')",0.0
609,ADM,2018 q3,3020,0.6265991111223708,Mr. Vincent Andrews,0.4078863851747339,male,Morgan Stanley,"('ADM', '2018 q3')",0.0
610,ADM,2018 q3,3020,0.6265991111223708,Joseph Agnese,0.581349781224151,male,CFRA Equity Research,"('ADM', '2018 q3')",0.0
611,CAG,2018 q3,3020,0.6677248573043453,Joseph Agnese,0.4965849292862438,male,CFRA Equity Research,"('CAG', '2018 q3')",0.0
612,CPB,2018 q3,3020,0.5388088169668573,Joseph Agnese,0.4866648086783708,male,CFRA Equity Research,"('CPB', '2018 q3')",0.0
613,HRL,2018 q3,3020,0.6079772539378685,Joseph Agnese,0.3712962551346244,male,CFRA Equity Research,"('HRL', '2018 q3')",0.0
614,HSY,2018 q3,3020,0.6260938645816329,Joseph Agnese,0.5676110354234485,male,CFRA Equity Research,"('HSY', '2018 q3')",0.0
615,K,2018 q3,3020,0.8061707486841501,Joseph Agnese,0.830070736325698,male,CFRA Equity Research,"('K', '2018 q3')",0.0
616,KHC,2018 q3,3020,0.7825145001270287,Joseph Agnese,0.812849602185005,male,CFRA Equity Research,"('KHC', '2018 q3')",0.0
617,KO,2018 q3,3020,0.5563404566718284,Joseph Agnese,0.3555322487277558,male,CFRA Equity Research,"('KO', '2018 q3')",0.0
618,MDLZ,2018 q3,3020,0.4691945677132485,Joseph Agnese,0.7549423039674885,male,CFRA Equity Research,"('MDLZ', '2018 q3')",0.0
619,MKC,2018 q3,3020,0.7634177542962678,Joseph Agnese,0.6240868068342629,male,CFRA Equity Research,"('MKC', '2018 q3')",0.0
620,MNST,2018 q3,3020,0.7000448840380822,Joseph Agnese,0.5085077462579443,male,CFRA Equity Research,"('MNST', '2018 q3')",0.0
621,MO,2018 q3,3020,0.5257767712432742,Joseph Agnese,0.3405614541802212,male,CFRA Equity Research,"('MO', '2018 q3')",0.0
622,PEP,2018 q3,3020,0.522815667214794,Joseph Agnese,0.4684404583850078,male,CFRA Equity Research,"('PEP', '2018 q3')",0.0
623,PM,2018 q3,3020,0.5088229446982144,Joseph Agnese,0.4043953074786494,male,CFRA Equity Research,"('PM', '2018 q3')",0.0
624,SJM,2018 q3,3020,0.5908529646848892,Joseph Agnese,0.3997554180023041,male,CFRA Equity Research,"('SJM', '2018 q3')",0.0
625,STZ,2018 q3,3020,0.6528591069939216,Joseph Agnese,0.5994649144921529,male,CFRA Equity Research,"('STZ', '2018 q3')",0.0
626,TAP,2018 q3,3020,0.8034090932257892,Joseph Agnese,0.7880378248009724,male,CFRA Equity Research,"('TAP', '2018 q3')",0.0
627,ADM,2018 q3,3020,0.6265991111223708,Mr. Robert B. Moskow,0.3332168538709638,male,Credit Suisse,"('ADM', '2018 q3')",0.007212140131741762
628,CPB,2018 q3,3020,0.5388088169668573,Mr. Robert B. Moskow,0.2625422146528773,male,Credit Suisse,"('CPB', '2018 q3')",0.0
629,HRL,2018 q3,3020,0.6079772539378685,Mr. Robert B. Moskow,0.2311669408249245,male,Credit Suisse,"('HRL', '2018 q3')",0.0
630,HSY,2018 q3,3020,0.6260938645816329,Mr. Robert B. Moskow,0.209982788111253,male,Credit Suisse,"('HSY', '2018 q3')",0.0
631,K,2018 q3,3020,0.8061707486841501,Mr. Robert B. Moskow,0.3934699724568082,male,Credit Suisse,"('K', '2018 q3')",0.0
632,MDLZ,2018 q3,3020,0.4691945677132485,Mr. Robert B. Moskow,0.1794121081684111,male,Credit Suisse,"('MDLZ', '2018 q3')",0.0
633,SJM,2018 q3,3020,0.5908529646848892,Mr. Robert B. Moskow,0.1535561819418213,male,Credit Suisse,"('SJM', '2018 q3')",0.0
634,ADM,2018 q3,3020,0.6265991111223708,Mr. Seth Goldstein,0.457619107284353,male,"Morningstar, Inc.","('ADM', '2018 q3')",0.0
635,ADM,2018 q3,3020,0.6265991111223708,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ADM', '2018 q3')",0.977392852306366
636,HRL,2018 q3,3020,0.6079772539378685,SADIF Research,0.9154947935096662,Not a person,Sadif Analytics Prime,"('HRL', '2018 q3')",0.9049293994903564
637,HSY,2018 q3,3020,0.6260938645816329,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HSY', '2018 q3')",0.9790734052658081
638,K,2018 q3,3020,0.8061707486841501,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('K', '2018 q3')",0.9713416695594788
639,KO,2018 q3,3020,0.5563404566718284,SADIF Research,0.984532476827936,Not a person,Sadif Analytics Prime,"('KO', '2018 q3')",0.9617176651954651
640,MKC,2018 q3,3020,0.7634177542962678,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MKC', '2018 q3')",0.9746866524219513
641,MNST,2018 q3,3020,0.7000448840380822,SADIF Research,0.9942893774609644,Not a person,Sadif Analytics Prime,"('MNST', '2018 q3')",0.9783070683479309
642,SJM,2018 q3,3020,0.5908529646848892,SADIF Research,0.9657347487956334,Not a person,Sadif Analytics Prime,"('SJM', '2018 q3')",0.9549868106842041
643,STZ,2018 q3,3020,0.6528591069939216,SADIF Research,0.9675096251018276,Not a person,Sadif Analytics Prime,"('STZ', '2018 q3')",0.934233158826828
644,TAP,2018 q3,3020,0.8034090932257892,SADIF Research,0.9469185051932768,Not a person,Sadif Analytics Prime,"('TAP', '2018 q3')",0.8504330813884735
645,CAG,2018 q3,3020,0.6677248573043453,Mr Rob Dickerson,0.760509036040891,male,Deutsche Bank,"('CAG', '2018 q3')",0.01666666753590107
646,CPB,2018 q3,3020,0.5388088169668573,Mr Rob Dickerson,0.7822908234576967,male,Deutsche Bank,"('CPB', '2018 q3')",0.0
647,HSY,2018 q3,3020,0.6260938645816329,Mr Rob Dickerson,0.5813656853703812,male,Deutsche Bank,"('HSY', '2018 q3')",0.0
648,K,2018 q3,3020,0.8061707486841501,Mr Rob Dickerson,0.9506987482033612,male,Deutsche Bank,"('K', '2018 q3')",0.0
649,KHC,2018 q3,3020,0.7825145001270287,Mr Rob Dickerson,0.9312318650804516,male,Deutsche Bank,"('KHC', '2018 q3')",0.0
650,MDLZ,2018 q3,3020,0.4691945677132485,Mr Rob Dickerson,0.6914115107791575,male,Deutsche Bank,"('MDLZ', '2018 q3')",0.0
651,MKC,2018 q3,3020,0.7634177542962678,Mr Rob Dickerson,0.8314127482387655,male,Deutsche Bank,"('MKC', '2018 q3')",0.0
652,SJM,2018 q3,3020,0.5908529646848892,Mr Rob Dickerson,0.5613508768444994,male,Deutsche Bank,"('SJM', '2018 q3')",0.0
653,CAG,2018 q3,3020,0.6677248573043453,David S. Palmer,0.3482092963396713,male,RBC Capital Markets,"('CAG', '2018 q3')",0.0
654,CPB,2018 q3,3020,0.5388088169668573,David S. Palmer,0.2149516656828429,male,RBC Capital Markets,"('CPB', '2018 q3')",0.013594808677832285
655,HSY,2018 q3,3020,0.6260938645816329,David S. Palmer,0.1922480004728753,male,RBC Capital Markets,"('HSY', '2018 q3')",0.0
656,MDLZ,2018 q3,3020,0.4691945677132485,David S. Palmer,0.1436931750319556,male,RBC Capital Markets,"('MDLZ', '2018 q3')",0.0
657,CAG,2018 q3,3020,0.6677248573043453,Mr. Sonia Vora,0.6265852068916761,male,"Morningstar, Inc.","('CAG', '2018 q3')",0.0
658,KO,2018 q3,3020,0.5563404566718284,Mr. Sonia Vora,0.6411655782487051,male,"Morningstar, Inc.","('KO', '2018 q3')",0.0
659,MNST,2018 q3,3020,0.7000448840380822,Mr. Sonia Vora,0.8236507758149951,male,"Morningstar, Inc.","('MNST', '2018 q3')",0.0
660,PEP,2018 q3,3020,0.522815667214794,Mr. Sonia Vora,0.5955737299305043,male,"Morningstar, Inc.","('PEP', '2018 q3')",0.022222223381201427
661,STZ,2018 q3,3020,0.6528591069939216,Mr. Sonia Vora,0.6719057030972981,male,"Morningstar, Inc.","('STZ', '2018 q3')",0.01666666753590107
662,TAP,2018 q3,3020,0.8034090932257892,Mr. Sonia Vora,0.6863972120005745,male,"Morningstar, Inc.","('TAP', '2018 q3')",0.0
663,CAG,2018 q3,3020,0.6677248573043453,Paige Marcus,0.5453397299017301,female,CFRA Equity Research,"('CAG', '2018 q3')",0.0
664,CAG,2018 q3,3020,0.6677248573043453,Mr. Andrew Lazar,0.6808894167837772,male,Barclays,"('CAG', '2018 q3')",0.0
665,HSY,2018 q3,3020,0.6260938645816329,Mr. Andrew Lazar,0.2516884891061107,male,Barclays,"('HSY', '2018 q3')",0.0
666,K,2018 q3,3020,0.8061707486841501,Mr. Andrew Lazar,0.6388529170533241,male,Barclays,"('K', '2018 q3')",0.0
667,MDLZ,2018 q3,3020,0.4691945677132485,Mr. Andrew Lazar,0.1346740478408336,male,Barclays,"('MDLZ', '2018 q3')",0.0
668,MKC,2018 q3,3020,0.7634177542962678,Mr. Andrew Lazar,0.3853587426108709,male,Barclays,"('MKC', '2018 q3')",0.0
669,SJM,2018 q3,3020,0.5908529646848892,Mr. Andrew Lazar,0.247692612289795,male,Barclays,"('SJM', '2018 q3')",0.0
670,CAG,2018 q3,3020,0.6677248573043453,Bryan D. Spillane,0.577799096142275,male,BofA Global Research,"('CAG', '2018 q3')",0.0
671,CPB,2018 q3,3020,0.5388088169668573,Bryan D. Spillane,0.3093849912535311,male,BofA Global Research,"('CPB', '2018 q3')",0.0
672,K,2018 q3,3020,0.8061707486841501,Bryan D. Spillane,0.3908323078471698,male,BofA Global Research,"('K', '2018 q3')",0.0
673,KHC,2018 q3,3020,0.7825145001270287,Bryan D. Spillane,0.4400912936010586,male,BofA Global Research,"('KHC', '2018 q3')",0.0
674,KO,2018 q3,3020,0.5563404566718284,Bryan D. Spillane,0.1535110512933445,male,BofA Global Research,"('KO', '2018 q3')",0.0
675,MDLZ,2018 q3,3020,0.4691945677132485,Bryan D. Spillane,0.1860896632825356,male,BofA Global Research,"('MDLZ', '2018 q3')",0.0
676,PEP,2018 q3,3020,0.522815667214794,Bryan D. Spillane,0.1837419245180393,male,BofA Global Research,"('PEP', '2018 q3')",0.017441924661397934
677,STZ,2018 q3,3020,0.6528591069939216,Bryan D. Spillane,0.3809020930189027,male,BofA Global Research,"('STZ', '2018 q3')",0.0
678,TAP,2018 q3,3020,0.8034090932257892,Bryan D. Spillane,0.4836886569411074,male,BofA Global Research,"('TAP', '2018 q3')",0.006549732759594917
679,CPB,2018 q3,3020,0.5388088169668573,Scott A. Mushkin,0.2913004643324172,male,Wolfe Research,"('CPB', '2018 q3')",0.0
680,KHC,2018 q3,3020,0.7825145001270287,Scott A. Mushkin,0.5106885669988444,male,Wolfe Research,"('KHC', '2018 q3')",0.0
681,CPB,2018 q3,3020,0.5388088169668573,Mr. Michael S. Lavery,0.220952403331597,male,Piper Sandler Companies,"('CPB', '2018 q3')",0.0
682,HRL,2018 q3,3020,0.6079772539378685,Mr. Michael S. Lavery,0.3205618503473468,male,Piper Sandler Companies,"('HRL', '2018 q3')",0.0
683,HSY,2018 q3,3020,0.6260938645816329,Mr. Michael S. Lavery,0.2789578391118673,male,Piper Sandler Companies,"('HSY', '2018 q3')",0.0
684,K,2018 q3,3020,0.8061707486841501,Mr. Michael S. Lavery,0.430989791235223,male,Piper Sandler Companies,"('K', '2018 q3')",0.0
685,MDLZ,2018 q3,3020,0.4691945677132485,Mr. Michael S. Lavery,0.2361370365876701,male,Piper Sandler Companies,"('MDLZ', '2018 q3')",0.0
686,MO,2018 q3,3020,0.5257767712432742,Mr. Michael S. Lavery,0.217581905165821,male,Piper Sandler Companies,"('MO', '2018 q3')",0.0
687,PM,2018 q3,3020,0.5088229446982144,Mr. Michael S. Lavery,0.1731561497358441,male,Piper Sandler Companies,"('PM', '2018 q3')",0.0
688,CPB,2018 q3,3020,0.5388088169668573,Elizabeth Vermillion,0.4865233215793512,female,CFRA Equity Research,"('CPB', '2018 q3')",0.0
689,CPB,2018 q3,3020,0.5388088169668573,Erin Lash,0.6819358167940724,female,"Morningstar, Inc.","('CPB', '2018 q3')",0.0
690,HSY,2018 q3,3020,0.6260938645816329,Erin Lash,0.7216616801864226,female,"Morningstar, Inc.","('HSY', '2018 q3')",0.0
691,K,2018 q3,3020,0.8061707486841501,Erin Lash,0.8478731890711756,female,"Morningstar, Inc.","('K', '2018 q3')",0.0
692,KHC,2018 q3,3020,0.7825145001270287,Erin Lash,0.8473819271337312,female,"Morningstar, Inc.","('KHC', '2018 q3')",0.0
693,MDLZ,2018 q3,3020,0.4691945677132485,Erin Lash,0.5947101890659442,female,"Morningstar, Inc.","('MDLZ', '2018 q3')",0.0
694,MKC,2018 q3,3020,0.7634177542962678,Erin Lash,0.8387265889290314,female,"Morningstar, Inc.","('MKC', '2018 q3')",0.0
695,CPB,2018 q3,3020,0.5388088169668573,Mr. Brian D. Callen,0.2386217644597355,male,BofA Global Research,"('CPB', '2018 q3')",0.0
696,HRL,2018 q3,3020,0.6079772539378685,Benjamin M. Theurer,0.3560903602541047,male,Barclays,"('HRL', '2018 q3')",0.0
697,HRL,2018 q3,3020,0.6079772539378685,Zain Akbari,0.5952861837773274,male,"Morningstar, Inc.","('HRL', '2018 q3')",0.0
698,SJM,2018 q3,3020,0.5908529646848892,Zain Akbari,0.7333052043533258,male,"Morningstar, Inc.","('SJM', '2018 q3')",0.0
699,HRL,2018 q3,3020,0.6079772539378685,Lubi Kutua,0.4614668265942246,female,Jefferies,"('HRL', '2018 q3')",0.0
700,KHC,2018 q3,3020,0.7825145001270287,Lubi Kutua,0.5416570450031362,female,Jefferies,"('KHC', '2018 q3')",0.0
701,MKC,2018 q3,3020,0.7634177542962678,Lubi Kutua,0.4719242550658079,female,Jefferies,"('MKC', '2018 q3')",0.0
702,SJM,2018 q3,3020,0.5908529646848892,Lubi Kutua,0.4054024803589292,female,Jefferies,"('SJM', '2018 q3')",0.0
703,HRL,2018 q3,3020,0.6079772539378685,Mr. Rupesh Parikh,0.6749780900517367,male,"Oppenheimer & Co., Inc.","('HRL', '2018 q3')",0.03333333507180214
704,HRL,2018 q3,3020,0.6079772539378685,Stewart Glickman,0.4021863529418166,male,CFRA Equity Research,"('HRL', '2018 q3')",0.0
705,HSY,2018 q3,3020,0.6260938645816329,Mr. Pablo Zuanic,0.1790885004184627,male,Susquehanna Financial Group LLLP,"('HSY', '2018 q3')",0.006635300815105438
706,K,2018 q3,3020,0.8061707486841501,Mr. Pablo Zuanic,0.7563658705466929,male,Susquehanna Financial Group LLLP,"('K', '2018 q3')",0.01114285085350275
707,KHC,2018 q3,3020,0.7825145001270287,Mr. Pablo Zuanic,0.7411926760680306,male,Susquehanna Financial Group LLLP,"('KHC', '2018 q3')",0.0
708,MDLZ,2018 q3,3020,0.4691945677132485,Mr. Pablo Zuanic,0.1664307514978538,male,Susquehanna Financial Group LLLP,"('MDLZ', '2018 q3')",0.0
709,MNST,2018 q3,3020,0.7000448840380822,Mr. Pablo Zuanic,0.3722788744709173,male,Susquehanna Financial Group LLLP,"('MNST', '2018 q3')",0.01666666753590107
710,PEP,2018 q3,3020,0.522815667214794,Mr. Pablo Zuanic,0.3935177086293189,male,Susquehanna Financial Group LLLP,"('PEP', '2018 q3')",0.006590333580970764
711,SJM,2018 q3,3020,0.5908529646848892,Mr. Pablo Zuanic,0.2256192201819061,male,Susquehanna Financial Group LLLP,"('SJM', '2018 q3')",0.0
712,TAP,2018 q3,3020,0.8034090932257892,Mr. Pablo Zuanic,0.5592868110194549,male,Susquehanna Financial Group LLLP,"('TAP', '2018 q3')",0.0
713,HSY,2018 q3,3020,0.6260938645816329,Ms. Pamela Kaufman,0.3120200967048699,female,Morgan Stanley,"('HSY', '2018 q3')",0.0
714,MDLZ,2018 q3,3020,0.4691945677132485,Ms. Pamela Kaufman,0.1730166021265793,female,Morgan Stanley,"('MDLZ', '2018 q3')",0.0
715,MO,2018 q3,3020,0.5257767712432742,Ms. Pamela Kaufman,0.3553240801360849,female,Morgan Stanley,"('MO', '2018 q3')",0.0
716,PM,2018 q3,3020,0.5088229446982144,Ms. Pamela Kaufman,0.2907013735668879,female,Morgan Stanley,"('PM', '2018 q3')",0.0
717,SJM,2018 q3,3020,0.5908529646848892,Ms. Pamela Kaufman,0.4760000057304141,female,Morgan Stanley,"('SJM', '2018 q3')",0.0
718,HSY,2018 q3,3020,0.6260938645816329,Credit Suisse Global Product Marketing,0.7083323798309181,Not a person,Credit Suisse,"('HSY', '2018 q3')",0.0
719,MDLZ,2018 q3,3020,0.4691945677132485,Credit Suisse Global Product Marketing,0.7672308202894007,Not a person,Credit Suisse,"('MDLZ', '2018 q3')",0.0
720,HSY,2018 q3,3020,0.6260938645816329,Mr. Keith Snyder,0.5575171854906968,male,CFRA Equity Research,"('HSY', '2018 q3')",0.0
721,SJM,2018 q3,3020,0.5908529646848892,Mr. Keith Snyder,0.3997530727984161,male,CFRA Equity Research,"('SJM', '2018 q3')",0.0
722,KO,2018 q3,3020,0.5563404566718284,"Mr. William B. Chappell, CFA",0.1506653604414172,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2018 q3')",0.024455048143863678
723,PEP,2018 q3,3020,0.522815667214794,"Mr. William B. Chappell, CFA",0.2181328439943673,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2018 q3')",0.0
724,KO,2018 q3,3020,0.5563404566718284,Mr. Steve Powers,0.836544480239551,male,Deutsche Bank,"('KO', '2018 q3')",0.011111111690600714
725,MNST,2018 q3,3020,0.7000448840380822,Mr. Steve Powers,0.8767219411161653,male,Deutsche Bank,"('MNST', '2018 q3')",0.0
726,MO,2018 q3,3020,0.5257767712432742,Mr. Steve Powers,0.8321232645923055,male,Deutsche Bank,"('MO', '2018 q3')",0.0
727,PEP,2018 q3,3020,0.522815667214794,Mr. Steve Powers,0.7572075203492267,male,Deutsche Bank,"('PEP', '2018 q3')",0.005649260555704434
728,STZ,2018 q3,3020,0.6528591069939216,Mr. Steve Powers,0.641381792065019,male,Deutsche Bank,"('STZ', '2018 q3')",0.0
729,TAP,2018 q3,3020,0.8034090932257892,Mr. Steve Powers,0.88912405678524,male,Deutsche Bank,"('TAP', '2018 q3')",0.0
730,KO,2018 q3,3020,0.5563404566718284,"Tuna N. Amobi, CFA",0.3504699770402911,male,CFRA Equity Research,"('KO', '2018 q3')",0.0
731,KO,2018 q3,3020,0.5563404566718284,Mr. Robert E. Ottenstein,0.1756637802335947,male,EVERCORE ISI,"('KO', '2018 q3')",0.0
732,MNST,2018 q3,3020,0.7000448840380822,Mr. Robert E. Ottenstein,0.2915852456645471,male,EVERCORE ISI,"('MNST', '2018 q3')",0.0
733,PEP,2018 q3,3020,0.522815667214794,Mr. Robert E. Ottenstein,0.1432201139409457,male,EVERCORE ISI,"('PEP', '2018 q3')",0.0
734,STZ,2018 q3,3020,0.6528591069939216,Mr. Robert E. Ottenstein,0.3185541900603433,male,EVERCORE ISI,"('STZ', '2018 q3')",0.0064301504753530025
735,TAP,2018 q3,3020,0.8034090932257892,Mr. Robert E. Ottenstein,0.3827487704322817,male,EVERCORE ISI,"('TAP', '2018 q3')",0.0
736,KO,2018 q3,3020,0.5563404566718284,Mr. Nik Modi,0.1759491581828419,male,RBC Capital Markets,"('KO', '2018 q3')",0.0
737,MNST,2018 q3,3020,0.7000448840380822,Mr. Nik Modi,0.2391427677218372,male,RBC Capital Markets,"('MNST', '2018 q3')",0.024616342037916183
738,MO,2018 q3,3020,0.5257767712432742,Mr. Nik Modi,0.2141711842577944,male,RBC Capital Markets,"('MO', '2018 q3')",0.0
739,STZ,2018 q3,3020,0.6528591069939216,Mr. Nik Modi,0.3016203035176491,male,RBC Capital Markets,"('STZ', '2018 q3')",0.0
740,KO,2018 q3,3020,0.5563404566718284,Research Department,0.1766166609906842,Not a person,Trefis,"('KO', '2018 q3')",0.0
741,PEP,2018 q3,3020,0.522815667214794,Research Department,0.2100774324878379,Not a person,Trefis,"('PEP', '2018 q3')",0.0
742,PM,2018 q3,3020,0.5088229446982144,Research Department,0.1795951845079624,Not a person,Trefis,"('PM', '2018 q3')",0.0
743,KO,2018 q3,3020,0.5563404566718284,Mr. Laurent Grandet,0.1665933047046032,male,Guggenheim Securities LLC,"('KO', '2018 q3')",0.012010466307401657
744,MNST,2018 q3,3020,0.7000448840380822,Mr. Laurent Grandet,0.3123023787015007,male,Guggenheim Securities LLC,"('MNST', '2018 q3')",0.0
745,PEP,2018 q3,3020,0.522815667214794,Mr. Laurent Grandet,0.1572588740531651,male,Guggenheim Securities LLC,"('PEP', '2018 q3')",0.0
746,STZ,2018 q3,3020,0.6528591069939216,Mr. Laurent Grandet,0.2112899927406331,male,Guggenheim Securities LLC,"('STZ', '2018 q3')",0.0
747,KO,2018 q3,3020,0.5563404566718284,Ms. Lauren R. Lieberman,0.2637840301523165,female,Barclays,"('KO', '2018 q3')",0.0
748,PEP,2018 q3,3020,0.522815667214794,Ms. Lauren R. Lieberman,0.3077734022942042,female,Barclays,"('PEP', '2018 q3')",0.0
749,KO,2018 q3,3020,0.5563404566718284,Ms. Vivien N. Azer,0.6610291828175382,female,Cowen and Company,"('KO', '2018 q3')",0.0
750,MNST,2018 q3,3020,0.7000448840380822,Ms. Vivien N. Azer,0.7871259497417861,female,Cowen and Company,"('MNST', '2018 q3')",0.0
751,MO,2018 q3,3020,0.5257767712432742,Ms. Vivien N. Azer,0.586094515941515,female,Cowen and Company,"('MO', '2018 q3')",0.0
752,PEP,2018 q3,3020,0.522815667214794,Ms. Vivien N. Azer,0.624008726798819,female,Cowen and Company,"('PEP', '2018 q3')",0.0
753,PM,2018 q3,3020,0.5088229446982144,Ms. Vivien N. Azer,0.7144966398749207,female,Cowen and Company,"('PM', '2018 q3')",0.0
754,STZ,2018 q3,3020,0.6528591069939216,Ms. Vivien N. Azer,0.3276992038759387,female,Cowen and Company,"('STZ', '2018 q3')",0.0
755,TAP,2018 q3,3020,0.8034090932257892,Ms. Vivien N. Azer,0.90737012031686,female,Cowen and Company,"('TAP', '2018 q3')",0.0
756,KO,2018 q3,3020,0.5563404566718284,"Mr. Dara W. Mohsenian, CFA",0.3261001035061657,male,Morgan Stanley,"('KO', '2018 q3')",0.0
757,MDLZ,2018 q3,3020,0.4691945677132485,"Mr. Dara W. Mohsenian, CFA",0.1250827047711886,male,Morgan Stanley,"('MDLZ', '2018 q3')",0.0
758,MNST,2018 q3,3020,0.7000448840380822,"Mr. Dara W. Mohsenian, CFA",0.2014239853449849,male,Morgan Stanley,"('MNST', '2018 q3')",0.0
759,PEP,2018 q3,3020,0.522815667214794,"Mr. Dara W. Mohsenian, CFA",0.3196715899637676,male,Morgan Stanley,"('PEP', '2018 q3')",0.01954643428325653
760,STZ,2018 q3,3020,0.6528591069939216,"Mr. Dara W. Mohsenian, CFA",0.4282863310696226,male,Morgan Stanley,"('STZ', '2018 q3')",0.0
761,TAP,2018 q3,3020,0.8034090932257892,"Mr. Dara W. Mohsenian, CFA",0.4776831225609669,male,Morgan Stanley,"('TAP', '2018 q3')",0.0
762,LW,2018 q3,3020,0.0,"Mr. Michael W. Gallo, CFA",,male,C.L. King & Associates,"('LW', '2018 q3')",0.010274169966578484
763,MDLZ,2018 q3,3020,0.4691945677132485,"Mr. Fintan Ryan, CFA",0.1006403502697709,male,Berenberg,"('MDLZ', '2018 q3')",0.0
764,MDLZ,2018 q3,3020,0.4691945677132485,"Mr. Kenneth B. Zaslow, CFA",0.2038919169745052,male,BMO Capital Markets,"('MDLZ', '2018 q3')",0.0
765,MDLZ,2018 q3,3020,0.4691945677132485,Steven Strycula,0.2088612087269712,male,UBS Equities,"('MDLZ', '2018 q3')",0.0
766,MKC,2018 q3,3020,0.7634177542962678,Steven Strycula,0.519248009422032,male,UBS Equities,"('MKC', '2018 q3')",0.0
767,MKC,2018 q3,3020,0.7634177542962678,Mr. Ken B. Goldman,0.4417299672927876,male,JPMorgan,"('MKC', '2018 q3')",0.0
768,MKC,2018 q3,3020,0.7634177542962678,Chris Kuiper,0.6423158703684254,male,CFRA Equity Research,"('MKC', '2018 q3')",0.0
769,MNST,2018 q3,3020,0.7000448840380822,Mr. James A. Corridore,0.5112839641808532,male,CFRA Equity Research,"('MNST', '2018 q3')",0.0
770,MNST,2018 q3,3020,0.7000448840380822,"Kevin M. Grundy, CPA",0.5556711925448976,male,Jefferies,"('MNST', '2018 q3')",0.0
771,PEP,2018 q3,3020,0.522815667214794,"Kevin M. Grundy, CPA",0.1636505785604639,male,Jefferies,"('PEP', '2018 q3')",0.00901383813470602
772,STZ,2018 q3,3020,0.6528591069939216,"Kevin M. Grundy, CPA",0.5639039276322397,male,Jefferies,"('STZ', '2018 q3')",0.03333333507180214
773,MO,2018 q3,3020,0.5257767712432742,Mr. Philip Gorham,0.4837661653223208,male,"Morningstar, Inc.","('MO', '2018 q3')",0.0
774,PM,2018 q3,3020,0.5088229446982144,Mr. Philip Gorham,0.4094028927006072,male,"Morningstar, Inc.","('PM', '2018 q3')",0.0
775,MO,2018 q3,3020,0.5257767712432742,Lisa K. Lewandowski,0.1899006469421711,female,BofA Global Research,"('MO', '2018 q3')",0.0
776,PM,2018 q3,3020,0.5088229446982144,Lisa K. Lewandowski,0.1752054336177939,female,BofA Global Research,"('PM', '2018 q3')",0.0
777,MO,2018 q3,3020,0.5257767712432742,Mr. Scott H. Kessler,0.32989169112486,male,CFRA Equity Research,"('MO', '2018 q3')",0.0
778,PM,2018 q3,3020,0.5088229446982144,Mr. Scott H. Kessler,0.3822728140923018,male,CFRA Equity Research,"('PM', '2018 q3')",0.0
779,PEP,2018 q3,3020,0.522815667214794,Mr. Andrew Holland,0.5157731723897302,male,Societe Generale,"('PEP', '2018 q3')",0.018513260409235954
780,STZ,2018 q3,3020,0.6528591069939216,Mr. Andrew Holland,0.6525553491381989,male,Societe Generale,"('STZ', '2018 q3')",0.0
781,TAP,2018 q3,3020,0.8034090932257892,Mr. Andrew Holland,0.6980887434203017,male,Societe Generale,"('TAP', '2018 q3')",0.0
782,PM,2018 q3,3020,0.5088229446982144,Mr. Gerry Gallagher,0.3650891475776868,male,Deutsche Bank,"('PM', '2018 q3')",0.0
783,PM,2018 q3,3020,0.5088229446982144,Chas Manso,0.5979392625328721,male,Societe Generale,"('PM', '2018 q3')",0.0
784,PM,2018 q3,3020,0.5088229446982144,Mr. Owen Bennett,0.3236888755428241,male,Jefferies,"('PM', '2018 q3')",0.0
785,SJM,2018 q3,3020,0.5908529646848892,"Mr. Jon R. Andersen, CFA",0.1563640660685917,male,William Blair & Company,"('SJM', '2018 q3')",0.0
786,SJM,2018 q3,3020,0.5908529646848892,"Charles E. Cerankosky, Jr",0.2266399247303839,male,Northcoast Research,"('SJM', '2018 q3')",0.0
787,SJM,2018 q3,3020,0.5908529646848892,"Mr. John J. Baumgartner, CFA",0.6955064820039027,male,"Wells Fargo Securities, LLC","('SJM', '2018 q3')",0.03333333507180214
788,STZ,2018 q3,3020,0.6528591069939216,"Mr. Timothy S. Ramey, CFA",0.354745857165133,male,Pivotal Research Group,"('STZ', '2018 q3')",0.0
789,STZ,2018 q3,3020,0.6528591069939216,Mr. Carlos A. Laboy,0.3215613371731183,male,HSBC,"('STZ', '2018 q3')",0.0
790,ADM,2018 q4,3020,0.6042514697611473,"Ms. Angelo Zino, CFA",0.5924656130910292,female,CFRA Equity Research,"('ADM', '2018 q4')",0.0
791,K,2018 q4,3020,0.5445588526785234,"Ms. Angelo Zino, CFA",0.7598663261034317,female,CFRA Equity Research,"('K', '2018 q4')",0.0
792,ADM,2018 q4,3020,0.6042514697611473,Mr. Vincent Andrews,0.6370608730905652,male,Morgan Stanley,"('ADM', '2018 q4')",0.003405391238629818
793,ADM,2018 q4,3020,0.6042514697611473,Mr. Seth Goldstein,0.4764637337792799,male,"Morningstar, Inc.","('ADM', '2018 q4')",0.0
794,ADM,2018 q4,3020,0.6042514697611473,Mr. Robert B. Moskow,0.4104118385595536,male,Credit Suisse,"('ADM', '2018 q4')",0.0
795,CAG,2018 q4,3020,0.6552662690692197,Mr. Robert B. Moskow,0.276772098038639,male,Credit Suisse,"('CAG', '2018 q4')",0.00545194186270237
796,CPB,2018 q4,3020,0.6321542375750375,Mr. Robert B. Moskow,0.2629194976089323,male,Credit Suisse,"('CPB', '2018 q4')",0.0
797,HRL,2018 q4,3020,0.5823596173963526,Mr. Robert B. Moskow,0.2610450674075122,male,Credit Suisse,"('HRL', '2018 q4')",0.011363706551492214
798,K,2018 q4,3020,0.5445588526785234,Mr. Robert B. Moskow,0.1604614272072133,male,Credit Suisse,"('K', '2018 q4')",0.0
799,KHC,2018 q4,3020,0.685168376144654,Mr. Robert B. Moskow,0.4525046299950357,male,Credit Suisse,"('KHC', '2018 q4')",0.0
800,SJM,2018 q4,3020,0.4538703043876088,Mr. Robert B. Moskow,0.121980630945704,male,Credit Suisse,"('SJM', '2018 q4')",0.0
801,ADM,2018 q4,3020,0.6042514697611473,Ms. Farha Aslam,0.5430645025431582,female,Stephens Inc.,"('ADM', '2018 q4')",0.0
802,SJM,2018 q4,3020,0.4538703043876088,Ms. Farha Aslam,0.2243773929259285,female,Stephens Inc.,"('SJM', '2018 q4')",0.0
803,BFb,2018 q4,3020,0.3507085025588236,Bryan D. Spillane,0.3352815483373976,male,BofA Global Research,"('BFb', '2018 q4')",0.0
804,CAG,2018 q4,3020,0.6552662690692197,Bryan D. Spillane,0.3149816878803089,male,BofA Global Research,"('CAG', '2018 q4')",0.0
805,CPB,2018 q4,3020,0.6321542375750375,Bryan D. Spillane,0.2919898079215091,male,BofA Global Research,"('CPB', '2018 q4')",0.0
806,HSY,2018 q4,3020,0.6625399825242365,Bryan D. Spillane,0.2144562315185356,male,BofA Global Research,"('HSY', '2018 q4')",0.0
807,K,2018 q4,3020,0.5445588526785234,Bryan D. Spillane,0.244869904928761,male,BofA Global Research,"('K', '2018 q4')",0.0
808,KHC,2018 q4,3020,0.685168376144654,Bryan D. Spillane,0.3089101395769657,male,BofA Global Research,"('KHC', '2018 q4')",0.0
809,KO,2018 q4,3020,0.5298106681448203,Bryan D. Spillane,0.1471440019204085,male,BofA Global Research,"('KO', '2018 q4')",0.0
810,MDLZ,2018 q4,3020,0.7030912485793872,Bryan D. Spillane,0.4996411135216342,male,BofA Global Research,"('MDLZ', '2018 q4')",0.0
811,PEP,2018 q4,3020,0.5564898152104465,Bryan D. Spillane,0.1964717568048821,male,BofA Global Research,"('PEP', '2018 q4')",0.0
812,SJM,2018 q4,3020,0.4538703043876088,Bryan D. Spillane,0.1814357993442424,male,BofA Global Research,"('SJM', '2018 q4')",0.0
813,STZ,2018 q4,3020,0.5869675834563848,Bryan D. Spillane,0.2025397684549779,male,BofA Global Research,"('STZ', '2018 q4')",0.01662422437220812
814,TAP,2018 q4,3020,0.7245028854371711,Bryan D. Spillane,0.3204983000035774,male,BofA Global Research,"('TAP', '2018 q4')",0.013740217313170433
815,BFb,2018 q4,3020,0.3507085025588236,"Mr. Dara W. Mohsenian, CFA",0.2854109845112236,male,Morgan Stanley,"('BFb', '2018 q4')",0.0
816,K,2018 q4,3020,0.5445588526785234,"Mr. Dara W. Mohsenian, CFA",0.2672045605553833,male,Morgan Stanley,"('K', '2018 q4')",0.0
817,KO,2018 q4,3020,0.5298106681448203,"Mr. Dara W. Mohsenian, CFA",0.2723587583541188,male,Morgan Stanley,"('KO', '2018 q4')",0.0
818,MNST,2018 q4,3020,0.5747447005680575,"Mr. Dara W. Mohsenian, CFA",0.1971886351152331,male,Morgan Stanley,"('MNST', '2018 q4')",0.0
819,PEP,2018 q4,3020,0.5564898152104465,"Mr. Dara W. Mohsenian, CFA",0.3373120587854928,male,Morgan Stanley,"('PEP', '2018 q4')",0.010145880281925201
820,STZ,2018 q4,3020,0.5869675834563848,"Mr. Dara W. Mohsenian, CFA",0.2481220278227391,male,Morgan Stanley,"('STZ', '2018 q4')",0.0
821,TAP,2018 q4,3020,0.7245028854371711,"Mr. Dara W. Mohsenian, CFA",0.3713608589423319,male,Morgan Stanley,"('TAP', '2018 q4')",0.01141600077971816
822,BFb,2018 q4,3020,0.3507085025588236,Hr. Thomas Davies,0.3648989155890804,male,Berenberg,"('BFb', '2018 q4')",0.0
823,TAP,2018 q4,3020,0.7245028854371711,Hr. Thomas Davies,0.532699657927417,male,Berenberg,"('TAP', '2018 q4')",0.0
824,CAG,2018 q4,3020,0.6552662690692197,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CAG', '2018 q4')",0.9781460165977478
825,HRL,2018 q4,3020,0.5823596173963526,SADIF Research,0.916546530324482,Not a person,Sadif Analytics Prime,"('HRL', '2018 q4')",0.906657338142395
826,HSY,2018 q4,3020,0.6625399825242365,SADIF Research,0.9942237442888324,Not a person,Sadif Analytics Prime,"('HSY', '2018 q4')",0.978849321603775
827,KO,2018 q4,3020,0.5298106681448203,SADIF Research,0.9868057304239272,Not a person,Sadif Analytics Prime,"('KO', '2018 q4')",0.9781463146209717
828,MDLZ,2018 q4,3020,0.7030912485793872,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MDLZ', '2018 q4')",0.9782270789146423
829,STZ,2018 q4,3020,0.5869675834563848,SADIF Research,0.968720842862116,Not a person,Sadif Analytics Prime,"('STZ', '2018 q4')",0.9358012676239014
830,TAP,2018 q4,3020,0.7245028854371711,SADIF Research,0.9460710133091744,Not a person,Sadif Analytics Prime,"('TAP', '2018 q4')",0.849655032157898
831,CAG,2018 q4,3020,0.6552662690692197,David S. Palmer,0.2773610828453545,male,RBC Capital Markets,"('CAG', '2018 q4')",0.0
832,HSY,2018 q4,3020,0.6625399825242365,David S. Palmer,0.2337644289867929,male,RBC Capital Markets,"('HSY', '2018 q4')",0.021584244444966316
833,K,2018 q4,3020,0.5445588526785234,David S. Palmer,0.214903772344455,male,RBC Capital Markets,"('K', '2018 q4')",0.0
834,MDLZ,2018 q4,3020,0.7030912485793872,David S. Palmer,0.3755868118136258,male,RBC Capital Markets,"('MDLZ', '2018 q4')",0.0
835,CAG,2018 q4,3020,0.6552662690692197,Paige Marcus,0.671209591655643,female,CFRA Equity Research,"('CAG', '2018 q4')",0.0
836,CAG,2018 q4,3020,0.6552662690692197,Mr Rob Dickerson,0.7492130798219006,male,Deutsche Bank,"('CAG', '2018 q4')",0.0
837,CPB,2018 q4,3020,0.6321542375750375,Mr Rob Dickerson,0.8060677653173935,male,Deutsche Bank,"('CPB', '2018 q4')",0.0
838,HSY,2018 q4,3020,0.6625399825242365,Mr Rob Dickerson,0.8586960725575369,male,Deutsche Bank,"('HSY', '2018 q4')",0.0
839,K,2018 q4,3020,0.5445588526785234,Mr Rob Dickerson,0.9242632645557592,male,Deutsche Bank,"('K', '2018 q4')",0.0
840,KHC,2018 q4,3020,0.685168376144654,Mr Rob Dickerson,0.9566483897134817,male,Deutsche Bank,"('KHC', '2018 q4')",0.0
841,MDLZ,2018 q4,3020,0.7030912485793872,Mr Rob Dickerson,0.9232273503096364,male,Deutsche Bank,"('MDLZ', '2018 q4')",0.0
842,SJM,2018 q4,3020,0.4538703043876088,Mr Rob Dickerson,0.9058097600771028,male,Deutsche Bank,"('SJM', '2018 q4')",0.0
843,CAG,2018 q4,3020,0.6552662690692197,Lubi Kutua,0.409679676368017,female,Jefferies,"('CAG', '2018 q4')",0.009004026651382446
844,HRL,2018 q4,3020,0.5823596173963526,Lubi Kutua,0.378579643484927,female,Jefferies,"('HRL', '2018 q4')",0.0
845,KHC,2018 q4,3020,0.685168376144654,Lubi Kutua,0.5051626526632194,female,Jefferies,"('KHC', '2018 q4')",0.0
846,MKC,2018 q4,3020,0.8962501420724278,Lubi Kutua,0.9028051399042384,female,Jefferies,"('MKC', '2018 q4')",0.0
847,CAG,2018 q4,3020,0.6552662690692197,Mr. Sonia Vora,0.5800694886845825,male,"Morningstar, Inc.","('CAG', '2018 q4')",0.0
848,KO,2018 q4,3020,0.5298106681448203,Mr. Sonia Vora,0.4681225397967414,male,"Morningstar, Inc.","('KO', '2018 q4')",0.0
849,MNST,2018 q4,3020,0.5747447005680575,Mr. Sonia Vora,0.5450642745993936,male,"Morningstar, Inc.","('MNST', '2018 q4')",0.0
850,PEP,2018 q4,3020,0.5564898152104465,Mr. Sonia Vora,0.50668037413574,male,"Morningstar, Inc.","('PEP', '2018 q4')",0.0
851,STZ,2018 q4,3020,0.5869675834563848,Mr. Sonia Vora,0.6011823228139458,male,"Morningstar, Inc.","('STZ', '2018 q4')",0.0
852,TAP,2018 q4,3020,0.7245028854371711,Mr. Sonia Vora,0.7222741171943889,male,"Morningstar, Inc.","('TAP', '2018 q4')",0.0
853,CAG,2018 q4,3020,0.6552662690692197,Mr. Andrew Lazar,0.3907536781655796,male,Barclays,"('CAG', '2018 q4')",0.0
854,CPB,2018 q4,3020,0.6321542375750375,Mr. Andrew Lazar,0.3398397719757789,male,Barclays,"('CPB', '2018 q4')",0.0
855,HSY,2018 q4,3020,0.6625399825242365,Mr. Andrew Lazar,0.2539499049454795,male,Barclays,"('HSY', '2018 q4')",0.0
856,K,2018 q4,3020,0.5445588526785234,Mr. Andrew Lazar,0.2271803221683994,male,Barclays,"('K', '2018 q4')",0.0
857,KHC,2018 q4,3020,0.685168376144654,Mr. Andrew Lazar,0.4845849870774639,male,Barclays,"('KHC', '2018 q4')",0.0
858,SJM,2018 q4,3020,0.4538703043876088,Mr. Andrew Lazar,0.300916590134861,male,Barclays,"('SJM', '2018 q4')",0.0
859,CPB,2018 q4,3020,0.6321542375750375,Mr. Brian D. Callen,0.5956574716541441,male,BofA Global Research,"('CPB', '2018 q4')",0.03333333507180214
860,CPB,2018 q4,3020,0.6321542375750375,Erin Lash,0.6897894118133726,female,"Morningstar, Inc.","('CPB', '2018 q4')",0.0
861,HSY,2018 q4,3020,0.6625399825242365,Erin Lash,0.6912861498046396,female,"Morningstar, Inc.","('HSY', '2018 q4')",0.0
862,K,2018 q4,3020,0.5445588526785234,Erin Lash,0.7546452165402169,female,"Morningstar, Inc.","('K', '2018 q4')",0.0
863,KHC,2018 q4,3020,0.685168376144654,Erin Lash,0.6975981217141951,female,"Morningstar, Inc.","('KHC', '2018 q4')",0.0
864,MDLZ,2018 q4,3020,0.7030912485793872,Erin Lash,0.6602187669980341,female,"Morningstar, Inc.","('MDLZ', '2018 q4')",0.0
865,MKC,2018 q4,3020,0.8962501420724278,Erin Lash,0.8594207409386038,female,"Morningstar, Inc.","('MKC', '2018 q4')",0.0
866,CPB,2018 q4,3020,0.6321542375750375,Mr. Michael S. Lavery,0.3080420984814428,male,Piper Sandler Companies,"('CPB', '2018 q4')",0.007413661573082209
867,HRL,2018 q4,3020,0.5823596173963526,Mr. Michael S. Lavery,0.2328825512213151,male,Piper Sandler Companies,"('HRL', '2018 q4')",0.0
868,HSY,2018 q4,3020,0.6625399825242365,Mr. Michael S. Lavery,0.3936098771133121,male,Piper Sandler Companies,"('HSY', '2018 q4')",0.0
869,K,2018 q4,3020,0.5445588526785234,Mr. Michael S. Lavery,0.2222572665731963,male,Piper Sandler Companies,"('K', '2018 q4')",0.0
870,KHC,2018 q4,3020,0.685168376144654,Mr. Michael S. Lavery,0.327567634250699,male,Piper Sandler Companies,"('KHC', '2018 q4')",0.0
871,MDLZ,2018 q4,3020,0.7030912485793872,Mr. Michael S. Lavery,0.308765390719985,male,Piper Sandler Companies,"('MDLZ', '2018 q4')",0.0
872,MO,2018 q4,3020,0.4715312542502069,Mr. Michael S. Lavery,0.1234243811998922,male,Piper Sandler Companies,"('MO', '2018 q4')",0.0
873,PM,2018 q4,3020,0.4031001529784358,Mr. Michael S. Lavery,0.1745710473681864,male,Piper Sandler Companies,"('PM', '2018 q4')",0.0
874,CPB,2018 q4,3020,0.6321542375750375,Credit Suisse Global Product Marketing,0.6565574227751539,Not a person,Credit Suisse,"('CPB', '2018 q4')",0.0
875,HSY,2018 q4,3020,0.6625399825242365,Credit Suisse Global Product Marketing,0.8130037404865728,Not a person,Credit Suisse,"('HSY', '2018 q4')",0.0
876,CPB,2018 q4,3020,0.6321542375750375,Elizabeth Vermillion,0.6307697675817968,female,CFRA Equity Research,"('CPB', '2018 q4')",0.0
877,CPB,2018 q4,3020,0.6321542375750375,Scott A. Mushkin,0.2927551956433822,male,Wolfe Research,"('CPB', '2018 q4')",0.0
878,KHC,2018 q4,3020,0.685168376144654,Scott A. Mushkin,0.3318434769161337,male,Wolfe Research,"('KHC', '2018 q4')",0.0
879,SJM,2018 q4,3020,0.4538703043876088,Scott A. Mushkin,0.163830019661621,male,Wolfe Research,"('SJM', '2018 q4')",0.0
880,HRL,2018 q4,3020,0.5823596173963526,Stewart Glickman,0.54522083282031,male,CFRA Equity Research,"('HRL', '2018 q4')",0.0
881,MDLZ,2018 q4,3020,0.7030912485793872,Stewart Glickman,0.7806735869719283,male,CFRA Equity Research,"('MDLZ', '2018 q4')",0.0
882,HRL,2018 q4,3020,0.5823596173963526,Mr. Rupesh Parikh,0.3111797924096975,male,"Oppenheimer & Co., Inc.","('HRL', '2018 q4')",0.0
883,HRL,2018 q4,3020,0.5823596173963526,Zain Akbari,0.6943042128662488,male,"Morningstar, Inc.","('HRL', '2018 q4')",0.03333333507180214
884,SJM,2018 q4,3020,0.4538703043876088,Zain Akbari,0.4398763043304925,male,"Morningstar, Inc.","('SJM', '2018 q4')",0.0
885,HRL,2018 q4,3020,0.5823596173963526,Benjamin M. Theurer,0.3186652109789413,male,Barclays,"('HRL', '2018 q4')",0.0
886,HSY,2018 q4,3020,0.6625399825242365,Mr. Keith Snyder,0.6742304219875502,male,CFRA Equity Research,"('HSY', '2018 q4')",0.0
887,SJM,2018 q4,3020,0.4538703043876088,Mr. Keith Snyder,0.4051128488775274,male,CFRA Equity Research,"('SJM', '2018 q4')",0.0
888,HSY,2018 q4,3020,0.6625399825242365,Ms. Pamela Kaufman,0.2380531141343513,female,Morgan Stanley,"('HSY', '2018 q4')",0.0
889,MO,2018 q4,3020,0.4715312542502069,Ms. Pamela Kaufman,0.4264127031049747,female,Morgan Stanley,"('MO', '2018 q4')",0.0
890,SJM,2018 q4,3020,0.4538703043876088,Ms. Pamela Kaufman,0.424904909932538,female,Morgan Stanley,"('SJM', '2018 q4')",0.0
891,HSY,2018 q4,3020,0.6625399825242365,Mr. Pablo Zuanic,0.2024402684426784,male,Susquehanna Financial Group LLLP,"('HSY', '2018 q4')",0.007598187308758497
892,K,2018 q4,3020,0.5445588526785234,Mr. Pablo Zuanic,0.2169986916651872,male,Susquehanna Financial Group LLLP,"('K', '2018 q4')",0.004098338074982166
893,MDLZ,2018 q4,3020,0.7030912485793872,Mr. Pablo Zuanic,0.3069874164619087,male,Susquehanna Financial Group LLLP,"('MDLZ', '2018 q4')",0.0
894,MNST,2018 q4,3020,0.5747447005680575,Mr. Pablo Zuanic,0.5842241765835483,male,Susquehanna Financial Group LLLP,"('MNST', '2018 q4')",0.0
895,PEP,2018 q4,3020,0.5564898152104465,Mr. Pablo Zuanic,0.1759579614460066,male,Susquehanna Financial Group LLLP,"('PEP', '2018 q4')",0.0
896,SJM,2018 q4,3020,0.4538703043876088,Mr. Pablo Zuanic,0.1892461290773568,male,Susquehanna Financial Group LLLP,"('SJM', '2018 q4')",0.006666667014360428
897,STZ,2018 q4,3020,0.5869675834563848,Mr. Pablo Zuanic,0.3421375051711819,male,Susquehanna Financial Group LLLP,"('STZ', '2018 q4')",0.008859369903802872
898,KHC,2018 q4,3020,0.685168376144654,Ms. Catherine A. Seifert,0.7284596653608195,female,CFRA Equity Research,"('KHC', '2018 q4')",0.0
899,KHC,2018 q4,3020,0.685168376144654,Sriram Gurijala,0.6322512923890741,male,Societe Generale,"('KHC', '2018 q4')",0.0
900,KO,2018 q4,3020,0.5298106681448203,Mr. Robert E. Ottenstein,0.1414412761169847,male,EVERCORE ISI,"('KO', '2018 q4')",0.0
901,MNST,2018 q4,3020,0.5747447005680575,Mr. Robert E. Ottenstein,0.1953115393434589,male,EVERCORE ISI,"('MNST', '2018 q4')",0.004470835129419963
902,STZ,2018 q4,3020,0.5869675834563848,Mr. Robert E. Ottenstein,0.6029265021812876,male,EVERCORE ISI,"('STZ', '2018 q4')",0.03333333507180214
903,TAP,2018 q4,3020,0.7245028854371711,Mr. Robert E. Ottenstein,0.3381846001626277,male,EVERCORE ISI,"('TAP', '2018 q4')",0.01666666753590107
904,KO,2018 q4,3020,0.5298106681448203,"Tuna N. Amobi, CFA",0.3692078070976456,male,CFRA Equity Research,"('KO', '2018 q4')",0.0
905,PEP,2018 q4,3020,0.5564898152104465,"Tuna N. Amobi, CFA",0.4525621769503627,male,CFRA Equity Research,"('PEP', '2018 q4')",0.0
906,KO,2018 q4,3020,0.5298106681448203,Research Department,0.2172656085973751,Not a person,Trefis,"('KO', '2018 q4')",0.0
907,PEP,2018 q4,3020,0.5564898152104465,Research Department,0.3141581183664759,Not a person,Trefis,"('PEP', '2018 q4')",0.0
908,PM,2018 q4,3020,0.4031001529784358,Research Department,0.1556325415294186,Not a person,Trefis,"('PM', '2018 q4')",0.0
909,KO,2018 q4,3020,0.5298106681448203,Mr. Laurent Grandet,0.1297598600849138,male,Guggenheim Securities LLC,"('KO', '2018 q4')",0.0
910,STZ,2018 q4,3020,0.5869675834563848,Mr. Laurent Grandet,0.1122902813935477,male,Guggenheim Securities LLC,"('STZ', '2018 q4')",0.0
911,KO,2018 q4,3020,0.5298106681448203,Ms. Vivien N. Azer,0.471969196869169,female,Cowen and Company,"('KO', '2018 q4')",0.0
912,MNST,2018 q4,3020,0.5747447005680575,Ms. Vivien N. Azer,0.693441240534526,female,Cowen and Company,"('MNST', '2018 q4')",0.0
913,MO,2018 q4,3020,0.4715312542502069,Ms. Vivien N. Azer,0.2120664788478631,female,Cowen and Company,"('MO', '2018 q4')",0.0
914,STZ,2018 q4,3020,0.5869675834563848,Ms. Vivien N. Azer,0.5909809716737735,female,Cowen and Company,"('STZ', '2018 q4')",0.0
915,TAP,2018 q4,3020,0.7245028854371711,Ms. Vivien N. Azer,0.8299706486613845,female,Cowen and Company,"('TAP', '2018 q4')",0.0
916,KO,2018 q4,3020,0.5298106681448203,Ms. Lauren R. Lieberman,0.1662820197494447,female,Barclays,"('KO', '2018 q4')",0.0
917,PEP,2018 q4,3020,0.5564898152104465,Ms. Lauren R. Lieberman,0.3977468548026382,female,Barclays,"('PEP', '2018 q4')",0.0
918,STZ,2018 q4,3020,0.5869675834563848,Ms. Lauren R. Lieberman,0.1840929095130831,female,Barclays,"('STZ', '2018 q4')",0.0
919,TAP,2018 q4,3020,0.7245028854371711,Ms. Lauren R. Lieberman,0.2979811553328977,female,Barclays,"('TAP', '2018 q4')",0.0
920,KO,2018 q4,3020,0.5298106681448203,Mr. Carlos A. Laboy,0.706547378372323,male,HSBC,"('KO', '2018 q4')",0.03333333507180214
921,STZ,2018 q4,3020,0.5869675834563848,Mr. Carlos A. Laboy,0.2162989622954854,male,HSBC,"('STZ', '2018 q4')",0.0
922,KO,2018 q4,3020,0.5298106681448203,Garrett Nelson,0.3732477165228231,male,CFRA Equity Research,"('KO', '2018 q4')",0.0
923,MNST,2018 q4,3020,0.5747447005680575,Garrett Nelson,0.4197366725594593,male,CFRA Equity Research,"('MNST', '2018 q4')",0.0
924,MO,2018 q4,3020,0.4715312542502069,Garrett Nelson,0.3326817201463912,male,CFRA Equity Research,"('MO', '2018 q4')",0.0
925,PEP,2018 q4,3020,0.5564898152104465,Garrett Nelson,0.458495028845508,male,CFRA Equity Research,"('PEP', '2018 q4')",0.0
926,PM,2018 q4,3020,0.4031001529784358,Garrett Nelson,0.3341899465579887,male,CFRA Equity Research,"('PM', '2018 q4')",0.0
927,STZ,2018 q4,3020,0.5869675834563848,Garrett Nelson,0.5524052211760967,male,CFRA Equity Research,"('STZ', '2018 q4')",0.0
928,TAP,2018 q4,3020,0.7245028854371711,Garrett Nelson,0.6529009527323488,male,CFRA Equity Research,"('TAP', '2018 q4')",0.0
929,KO,2018 q4,3020,0.5298106681448203,"Mr. William B. Chappell, CFA",0.1526120531187829,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2018 q4')",0.042846109718084335
930,MNST,2018 q4,3020,0.5747447005680575,"Mr. William B. Chappell, CFA",0.2185611178201431,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2018 q4')",0.0
931,PEP,2018 q4,3020,0.5564898152104465,"Mr. William B. Chappell, CFA",0.3450046816088977,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2018 q4')",0.008345055393874645
932,STZ,2018 q4,3020,0.5869675834563848,"Mr. William B. Chappell, CFA",0.1815295948382694,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2018 q4')",0.0
933,KO,2018 q4,3020,0.5298106681448203,"Kevin M. Grundy, CPA",0.5054924999471311,male,Jefferies,"('KO', '2018 q4')",0.0
934,PEP,2018 q4,3020,0.5564898152104465,"Kevin M. Grundy, CPA",0.3872855820383927,male,Jefferies,"('PEP', '2018 q4')",0.022545482963323593
935,STZ,2018 q4,3020,0.5869675834563848,"Kevin M. Grundy, CPA",0.1678047299271642,male,Jefferies,"('STZ', '2018 q4')",0.0030326973646879196
936,TAP,2018 q4,3020,0.7245028854371711,"Kevin M. Grundy, CPA",0.2828269824175737,male,Jefferies,"('TAP', '2018 q4')",0.0
937,MDLZ,2018 q4,3020,0.7030912485793872,"Mr. Fintan Ryan, CFA",0.2679885152329145,male,Berenberg,"('MDLZ', '2018 q4')",0.0
938,MKC,2018 q4,3020,0.8962501420724278,Chris Kuiper,0.8902692849628542,male,CFRA Equity Research,"('MKC', '2018 q4')",0.0
939,MNST,2018 q4,3020,0.5747447005680575,Mr. Nik Modi,0.1877883081705093,male,RBC Capital Markets,"('MNST', '2018 q4')",0.014934265986084938
940,MO,2018 q4,3020,0.4715312542502069,Mr. Nik Modi,0.7084639481164005,male,RBC Capital Markets,"('MO', '2018 q4')",0.03333333507180214
941,PEP,2018 q4,3020,0.5564898152104465,Mr. Nik Modi,0.3437044378553846,male,RBC Capital Markets,"('PEP', '2018 q4')",0.0
942,STZ,2018 q4,3020,0.5869675834563848,Mr. Nik Modi,0.1623292378834766,male,RBC Capital Markets,"('STZ', '2018 q4')",0.024656287394464016
943,MNST,2018 q4,3020,0.5747447005680575,Mr. James A. Corridore,0.4235360752683921,male,CFRA Equity Research,"('MNST', '2018 q4')",0.0
944,STZ,2018 q4,3020,0.5869675834563848,Mr. James A. Corridore,0.5355492195164658,male,CFRA Equity Research,"('STZ', '2018 q4')",0.0
945,MNST,2018 q4,3020,0.5747447005680575,Mr. Steve Powers,0.8368648442084715,male,Deutsche Bank,"('MNST', '2018 q4')",0.0
946,MO,2018 q4,3020,0.4715312542502069,Mr. Steve Powers,0.768519893559082,male,Deutsche Bank,"('MO', '2018 q4')",0.0
947,PEP,2018 q4,3020,0.5564898152104465,Mr. Steve Powers,0.889485464767172,male,Deutsche Bank,"('PEP', '2018 q4')",0.0
948,STZ,2018 q4,3020,0.5869675834563848,Mr. Steve Powers,0.8315529876082024,male,Deutsche Bank,"('STZ', '2018 q4')",0.011111111690600714
949,TAP,2018 q4,3020,0.7245028854371711,Mr. Steve Powers,0.8687706956687793,male,Deutsche Bank,"('TAP', '2018 q4')",0.0
950,MO,2018 q4,3020,0.4715312542502069,Mr. Philip Gorham,0.3761223982981401,male,"Morningstar, Inc.","('MO', '2018 q4')",0.0
951,PM,2018 q4,3020,0.4031001529784358,Mr. Philip Gorham,0.3461868458732073,male,"Morningstar, Inc.","('PM', '2018 q4')",0.0
952,MO,2018 q4,3020,0.4715312542502069,Mr. Rae A. Maile,0.2011134831562899,male,Cenkos Securities,"('MO', '2018 q4')",0.04811127111315727
953,MO,2018 q4,3020,0.4715312542502069,Mr. Gaurav Jain,0.1194591486614529,male,Barclays,"('MO', '2018 q4')",0.0
954,MO,2018 q4,3020,0.4715312542502069,Mr. Scott H. Kessler,0.3207434705696461,male,CFRA Equity Research,"('MO', '2018 q4')",0.0
955,PM,2018 q4,3020,0.4031001529784358,Mr. Scott H. Kessler,0.3529992889098023,male,CFRA Equity Research,"('PM', '2018 q4')",0.0
956,MO,2018 q4,3020,0.4715312542502069,Mr. Jonathan S. Leinster,0.1705914949440538,male,Berenberg,"('MO', '2018 q4')",0.0
957,PM,2018 q4,3020,0.4031001529784358,Mr. Jonathan S. Leinster,0.1512146840595131,male,Berenberg,"('PM', '2018 q4')",0.0
958,MO,2018 q4,3020,0.4715312542502069,Lisa K. Lewandowski,0.153159153610291,female,BofA Global Research,"('MO', '2018 q4')",0.0
959,PM,2018 q4,3020,0.4031001529784358,Lisa K. Lewandowski,0.2509541872221948,female,BofA Global Research,"('PM', '2018 q4')",0.0
960,PM,2018 q4,3020,0.4031001529784358,Chas Manso,0.6192847629739738,male,Societe Generale,"('PM', '2018 q4')",0.0
961,SJM,2018 q4,3020,0.4538703043876088,"Mr. Jon R. Andersen, CFA",0.119512698728883,male,William Blair & Company,"('SJM', '2018 q4')",0.0
962,STZ,2018 q4,3020,0.5869675834563848,"Ms. Andrea F. Teixeira, CFA",0.2385369074906768,female,JPMorgan,"('STZ', '2018 q4')",0.0
963,STZ,2018 q4,3020,0.5869675834563848,Mr. Christopher A. Jacobson,0.8708107630574072,male,Susquehanna Financial Group LLLP,"('STZ', '2018 q4')",0.0
964,STZ,2018 q4,3020,0.5869675834563848,"Mr. Timothy S. Ramey, CFA",0.2000097813476846,male,Pivotal Research Group,"('STZ', '2018 q4')",0.0
965,STZ,2018 q4,3020,0.5869675834563848,Mr. Sean King,0.1251296962395882,male,UBS Equities,"('STZ', '2018 q4')",0.0
966,TAP,2018 q4,3020,0.7245028854371711,David Holt,0.6510007735874341,male,CFRA Equity Research,"('TAP', '2018 q4')",0.0
967,ADM,2019 q1,3020,0.6942341404424066,"Ms. Angelo Zino, CFA",0.6125502063716151,female,CFRA Equity Research,"('ADM', '2019 q1')",0.0
968,K,2019 q1,3020,0.7153200050861475,"Ms. Angelo Zino, CFA",0.5998792877378352,female,CFRA Equity Research,"('K', '2019 q1')",0.0
969,ADM,2019 q1,3020,0.6942341404424066,Mr. Seth Goldstein,0.525036557459096,male,"Morningstar, Inc.","('ADM', '2019 q1')",0.0
970,ADM,2019 q1,3020,0.6942341404424066,Mr. Vincent Andrews,0.5194727841991683,male,Morgan Stanley,"('ADM', '2019 q1')",0.0
971,ADM,2019 q1,3020,0.6942341404424066,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ADM', '2019 q1')",0.9931864440441132
972,CAG,2019 q1,3020,0.7233887161842468,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CAG', '2019 q1')",0.9931548833847046
973,CPB,2019 q1,3020,0.682299387813604,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CPB', '2019 q1')",0.9931548833847046
974,HRL,2019 q1,3020,0.6392457676697688,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HRL', '2019 q1')",0.9932171404361725
975,HSY,2019 q1,3020,0.7990609061972005,Mr. Thomas Kee,0.9756577449144838,male,Stock Traders Daily Research,"('HSY', '2019 q1')",0.9932054877281189
976,K,2019 q1,3020,0.7153200050861475,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('K', '2019 q1')",0.9931309819221497
977,KHC,2019 q1,3020,0.636547682324017,Mr. Thomas Kee,0.9973791315984424,male,Stock Traders Daily Research,"('KHC', '2019 q1')",0.9927952289581299
978,KO,2019 q1,3020,0.6173104120257975,Mr. Thomas Kee,0.9886339110949192,male,Stock Traders Daily Research,"('KO', '2019 q1')",0.9791381359100342
979,MKC,2019 q1,3020,0.7695025689859951,Mr. Thomas Kee,0.9803165006925576,male,Stock Traders Daily Research,"('MKC', '2019 q1')",0.9925067275762558
980,MO,2019 q1,3020,0.6181728013489934,Mr. Thomas Kee,0.9885761567660344,male,Stock Traders Daily Research,"('MO', '2019 q1')",0.9798226952552795
981,PEP,2019 q1,3020,0.657556378102323,Mr. Thomas Kee,0.9916215821804142,male,Stock Traders Daily Research,"('PEP', '2019 q1')",0.9931548535823822
982,SJM,2019 q1,3020,0.5530875824623611,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('SJM', '2019 q1')",0.9931468963623047
983,STZ,2019 q1,3020,0.56405142669621,Mr. Thomas Kee,0.9905412002978444,male,Stock Traders Daily Research,"('STZ', '2019 q1')",0.9931548535823822
984,TAP,2019 q1,3020,0.6166757408195075,Mr. Thomas Kee,0.9837872119455822,male,Stock Traders Daily Research,"('TAP', '2019 q1')",0.9930745363235474
985,ADM,2019 q1,3020,0.6942341404424066,Mr. Robert B. Moskow,0.4493285407252984,male,Credit Suisse,"('ADM', '2019 q1')",0.0
986,CAG,2019 q1,3020,0.7233887161842468,Mr. Robert B. Moskow,0.3095081749871069,male,Credit Suisse,"('CAG', '2019 q1')",0.00783566478639841
987,CPB,2019 q1,3020,0.682299387813604,Mr. Robert B. Moskow,0.3228169022967865,male,Credit Suisse,"('CPB', '2019 q1')",0.0
988,K,2019 q1,3020,0.7153200050861475,Mr. Robert B. Moskow,0.4174427008775326,male,Credit Suisse,"('K', '2019 q1')",0.02352711372077465
989,KHC,2019 q1,3020,0.636547682324017,Mr. Robert B. Moskow,0.5068967562233065,male,Credit Suisse,"('KHC', '2019 q1')",0.0
990,MKC,2019 q1,3020,0.7695025689859951,Mr. Robert B. Moskow,0.4514300912370882,male,Credit Suisse,"('MKC', '2019 q1')",0.0
991,SJM,2019 q1,3020,0.5530875824623611,Mr. Robert B. Moskow,0.1521093323828471,male,Credit Suisse,"('SJM', '2019 q1')",0.0
992,BFb,2019 q1,3020,0.5123408188904801,Bryan D. Spillane,0.4191533057343323,male,BofA Global Research,"('BFb', '2019 q1')",0.0
993,CAG,2019 q1,3020,0.7233887161842468,Bryan D. Spillane,0.2762920296451689,male,BofA Global Research,"('CAG', '2019 q1')",0.0
994,HSY,2019 q1,3020,0.7990609061972005,Bryan D. Spillane,0.486228203620452,male,BofA Global Research,"('HSY', '2019 q1')",0.0
995,K,2019 q1,3020,0.7153200050861475,Bryan D. Spillane,0.3916898368410908,male,BofA Global Research,"('K', '2019 q1')",0.0
996,KHC,2019 q1,3020,0.636547682324017,Bryan D. Spillane,0.2591073965163153,male,BofA Global Research,"('KHC', '2019 q1')",0.0
997,KO,2019 q1,3020,0.6173104120257975,Bryan D. Spillane,0.1987971853194879,male,BofA Global Research,"('KO', '2019 q1')",0.0
998,MDLZ,2019 q1,3020,0.5593171646423507,Bryan D. Spillane,0.3422871193582161,male,BofA Global Research,"('MDLZ', '2019 q1')",0.0
999,PEP,2019 q1,3020,0.657556378102323,Bryan D. Spillane,0.2314274810366367,male,BofA Global Research,"('PEP', '2019 q1')",0.0
1000,SJM,2019 q1,3020,0.5530875824623611,Bryan D. Spillane,0.1579901144116074,male,BofA Global Research,"('SJM', '2019 q1')",0.0
1001,STZ,2019 q1,3020,0.56405142669621,Bryan D. Spillane,0.183703777212328,male,BofA Global Research,"('STZ', '2019 q1')",0.00454585999250412
1002,TAP,2019 q1,3020,0.6166757408195075,Bryan D. Spillane,0.2621741729057042,male,BofA Global Research,"('TAP', '2019 q1')",0.0
1003,BFb,2019 q1,3020,0.5123408188904801,Mr. Sonia Vora,0.7041910857380229,male,"Morningstar, Inc.","('BFb', '2019 q1')",0.0
1004,CAG,2019 q1,3020,0.7233887161842468,Mr. Sonia Vora,0.6266906807117404,male,"Morningstar, Inc.","('CAG', '2019 q1')",0.0
1005,KO,2019 q1,3020,0.6173104120257975,Mr. Sonia Vora,0.516080180293718,male,"Morningstar, Inc.","('KO', '2019 q1')",0.0
1006,MNST,2019 q1,3020,0.5597090362665297,Mr. Sonia Vora,0.4890651557534614,male,"Morningstar, Inc.","('MNST', '2019 q1')",0.0
1007,PEP,2019 q1,3020,0.657556378102323,Mr. Sonia Vora,0.5409873486154045,male,"Morningstar, Inc.","('PEP', '2019 q1')",0.011111111690600714
1008,STZ,2019 q1,3020,0.56405142669621,Mr. Sonia Vora,0.6140000183974429,male,"Morningstar, Inc.","('STZ', '2019 q1')",0.01666666753590107
1009,TAP,2019 q1,3020,0.6166757408195075,Mr. Sonia Vora,0.6360375634310583,male,"Morningstar, Inc.","('TAP', '2019 q1')",0.0
1010,BFb,2019 q1,3020,0.5123408188904801,"Mr. Javier Gonzalez Lastra, CFA",0.3810406732652871,male,Berenberg,"('BFb', '2019 q1')",0.0
1011,BFb,2019 q1,3020,0.5123408188904801,"Mr. Dara W. Mohsenian, CFA",0.3298101745680651,male,Morgan Stanley,"('BFb', '2019 q1')",0.0
1012,K,2019 q1,3020,0.7153200050861475,"Mr. Dara W. Mohsenian, CFA",0.5465198278798142,male,Morgan Stanley,"('K', '2019 q1')",0.0
1013,KHC,2019 q1,3020,0.636547682324017,"Mr. Dara W. Mohsenian, CFA",0.3533307139611714,male,Morgan Stanley,"('KHC', '2019 q1')",0.004821463488042355
1014,KO,2019 q1,3020,0.6173104120257975,"Mr. Dara W. Mohsenian, CFA",0.3449496003307249,male,Morgan Stanley,"('KO', '2019 q1')",0.0
1015,MDLZ,2019 q1,3020,0.5593171646423507,"Mr. Dara W. Mohsenian, CFA",0.211819075798446,male,Morgan Stanley,"('MDLZ', '2019 q1')",0.0
1016,MNST,2019 q1,3020,0.5597090362665297,"Mr. Dara W. Mohsenian, CFA",0.1553137244420498,male,Morgan Stanley,"('MNST', '2019 q1')",0.0
1017,PEP,2019 q1,3020,0.657556378102323,"Mr. Dara W. Mohsenian, CFA",0.3421074118505761,male,Morgan Stanley,"('PEP', '2019 q1')",0.0
1018,STZ,2019 q1,3020,0.56405142669621,"Mr. Dara W. Mohsenian, CFA",0.1953386854919951,male,Morgan Stanley,"('STZ', '2019 q1')",0.0
1019,TAP,2019 q1,3020,0.6166757408195075,"Mr. Dara W. Mohsenian, CFA",0.2874023213127855,male,Morgan Stanley,"('TAP', '2019 q1')",0.0
1020,CAG,2019 q1,3020,0.7233887161842468,Arun Sundaram,0.5300743926012628,male,CFRA Equity Research,"('CAG', '2019 q1')",0.0
1021,CPB,2019 q1,3020,0.682299387813604,Arun Sundaram,0.5022307153600343,male,CFRA Equity Research,"('CPB', '2019 q1')",0.0
1022,HRL,2019 q1,3020,0.6392457676697688,Arun Sundaram,0.390708706277774,male,CFRA Equity Research,"('HRL', '2019 q1')",0.0
1023,K,2019 q1,3020,0.7153200050861475,Arun Sundaram,0.5978030676211484,male,CFRA Equity Research,"('K', '2019 q1')",0.0
1024,KHC,2019 q1,3020,0.636547682324017,Arun Sundaram,0.3900780083836301,male,CFRA Equity Research,"('KHC', '2019 q1')",0.0
1025,MKC,2019 q1,3020,0.7695025689859951,Arun Sundaram,0.6355053672432988,male,CFRA Equity Research,"('MKC', '2019 q1')",0.0
1026,SJM,2019 q1,3020,0.5530875824623611,Arun Sundaram,0.311863790793272,male,CFRA Equity Research,"('SJM', '2019 q1')",0.0
1027,CAG,2019 q1,3020,0.7233887161842468,Paige Marcus,0.5365643395019486,female,CFRA Equity Research,"('CAG', '2019 q1')",0.0
1028,CAG,2019 q1,3020,0.7233887161842468,Mr. Andrew Lazar,0.5005288824615306,male,Barclays,"('CAG', '2019 q1')",0.0
1029,CPB,2019 q1,3020,0.682299387813604,Mr. Andrew Lazar,0.3514490166731682,male,Barclays,"('CPB', '2019 q1')",0.010204671882092953
1030,HSY,2019 q1,3020,0.7990609061972005,Mr. Andrew Lazar,0.6304040834498196,male,Barclays,"('HSY', '2019 q1')",0.0
1031,K,2019 q1,3020,0.7153200050861475,Mr. Andrew Lazar,0.3140324658092797,male,Barclays,"('K', '2019 q1')",0.0
1032,KHC,2019 q1,3020,0.636547682324017,Mr. Andrew Lazar,0.5768383964685682,male,Barclays,"('KHC', '2019 q1')",0.0
1033,MDLZ,2019 q1,3020,0.5593171646423507,Mr. Andrew Lazar,0.3021723265665422,male,Barclays,"('MDLZ', '2019 q1')",0.0
1034,MKC,2019 q1,3020,0.7695025689859951,Mr. Andrew Lazar,0.4054904081661976,male,Barclays,"('MKC', '2019 q1')",0.0
1035,SJM,2019 q1,3020,0.5530875824623611,Mr. Andrew Lazar,0.325178488712917,male,Barclays,"('SJM', '2019 q1')",0.0
1036,CAG,2019 q1,3020,0.7233887161842468,Credit Suisse Global Product Marketing,0.7718983043432172,Not a person,Credit Suisse,"('CAG', '2019 q1')",0.00614464795216918
1037,CAG,2019 q1,3020,0.7233887161842468,Mr Rob Dickerson,0.791217120152514,male,Deutsche Bank,"('CAG', '2019 q1')",0.0
1038,CPB,2019 q1,3020,0.682299387813604,Mr Rob Dickerson,0.7912390801336773,male,Deutsche Bank,"('CPB', '2019 q1')",0.0
1039,HSY,2019 q1,3020,0.7990609061972005,Mr Rob Dickerson,0.7269842435343984,male,Deutsche Bank,"('HSY', '2019 q1')",0.0
1040,K,2019 q1,3020,0.7153200050861475,Mr Rob Dickerson,0.9273307319665208,male,Deutsche Bank,"('K', '2019 q1')",0.0
1041,KHC,2019 q1,3020,0.636547682324017,Mr Rob Dickerson,0.9112325955713246,male,Deutsche Bank,"('KHC', '2019 q1')",0.01666666753590107
1042,MKC,2019 q1,3020,0.7695025689859951,Mr Rob Dickerson,0.8006392437567708,male,Deutsche Bank,"('MKC', '2019 q1')",0.01666666753590107
1043,SJM,2019 q1,3020,0.5530875824623611,Mr Rob Dickerson,0.912257634890264,male,Deutsche Bank,"('SJM', '2019 q1')",0.0
1044,CAG,2019 q1,3020,0.7233887161842468,Mr. Ashish Mago,0.4922093002847261,male,Jefferies,"('CAG', '2019 q1')",0.0
1045,HRL,2019 q1,3020,0.6392457676697688,Mr. Ashish Mago,0.4117219855700601,male,Jefferies,"('HRL', '2019 q1')",0.0
1046,KHC,2019 q1,3020,0.636547682324017,Mr. Ashish Mago,0.5046614344195838,male,Jefferies,"('KHC', '2019 q1')",0.0
1047,MKC,2019 q1,3020,0.7695025689859951,Mr. Ashish Mago,0.506643505890102,male,Jefferies,"('MKC', '2019 q1')",0.0
1048,SJM,2019 q1,3020,0.5530875824623611,Mr. Ashish Mago,0.3624013541013564,male,Jefferies,"('SJM', '2019 q1')",0.0
1049,CPB,2019 q1,3020,0.682299387813604,Erin Lash,0.6586733826216594,female,"Morningstar, Inc.","('CPB', '2019 q1')",0.0
1050,HSY,2019 q1,3020,0.7990609061972005,Erin Lash,0.606561147986781,female,"Morningstar, Inc.","('HSY', '2019 q1')",0.0
1051,K,2019 q1,3020,0.7153200050861475,Erin Lash,0.748860035670636,female,"Morningstar, Inc.","('K', '2019 q1')",0.0
1052,KHC,2019 q1,3020,0.636547682324017,Erin Lash,0.5786533295067118,female,"Morningstar, Inc.","('KHC', '2019 q1')",0.0
1053,MDLZ,2019 q1,3020,0.5593171646423507,Erin Lash,0.6749353047884762,female,"Morningstar, Inc.","('MDLZ', '2019 q1')",0.011111111690600714
1054,MKC,2019 q1,3020,0.7695025689859951,Erin Lash,0.8579295425874895,female,"Morningstar, Inc.","('MKC', '2019 q1')",0.0
1055,CPB,2019 q1,3020,0.682299387813604,Elizabeth Vermillion,0.5135386038228362,female,CFRA Equity Research,"('CPB', '2019 q1')",0.0
1056,CPB,2019 q1,3020,0.682299387813604,Mr. Michael S. Lavery,0.3562710202944453,male,Piper Sandler Companies,"('CPB', '2019 q1')",0.013543329201638699
1057,HSY,2019 q1,3020,0.7990609061972005,Mr. Michael S. Lavery,0.4386103052541578,male,Piper Sandler Companies,"('HSY', '2019 q1')",0.0
1058,K,2019 q1,3020,0.7153200050861475,Mr. Michael S. Lavery,0.3556744290924273,male,Piper Sandler Companies,"('K', '2019 q1')",0.0
1059,KHC,2019 q1,3020,0.636547682324017,Mr. Michael S. Lavery,0.2476913397135318,male,Piper Sandler Companies,"('KHC', '2019 q1')",0.014308995567262173
1060,MDLZ,2019 q1,3020,0.5593171646423507,Mr. Michael S. Lavery,0.252882983280262,male,Piper Sandler Companies,"('MDLZ', '2019 q1')",0.0
1061,MO,2019 q1,3020,0.6181728013489934,Mr. Michael S. Lavery,0.2200651910710431,male,Piper Sandler Companies,"('MO', '2019 q1')",0.0
1062,PM,2019 q1,3020,0.6852826167489376,Mr. Michael S. Lavery,0.3224678630874963,male,Piper Sandler Companies,"('PM', '2019 q1')",0.0
1063,CPB,2019 q1,3020,0.682299387813604,Scott A. Mushkin,0.4332932032384486,male,Wolfe Research,"('CPB', '2019 q1')",0.0
1064,KHC,2019 q1,3020,0.636547682324017,Scott A. Mushkin,0.2647895084518624,male,Wolfe Research,"('KHC', '2019 q1')",0.007039301097393036
1065,SJM,2019 q1,3020,0.5530875824623611,Scott A. Mushkin,0.1982091234108737,male,Wolfe Research,"('SJM', '2019 q1')",0.0
1066,HRL,2019 q1,3020,0.6392457676697688,Ms. Rebecca S. Scheuneman,0.582101040744264,female,"Morningstar, Inc.","('HRL', '2019 q1')",0.011111111690600714
1067,SJM,2019 q1,3020,0.5530875824623611,Ms. Rebecca S. Scheuneman,0.4404041813305448,female,"Morningstar, Inc.","('SJM', '2019 q1')",0.0
1068,HRL,2019 q1,3020,0.6392457676697688,Stewart Glickman,0.3777789564178974,male,CFRA Equity Research,"('HRL', '2019 q1')",0.0
1069,MDLZ,2019 q1,3020,0.5593171646423507,Stewart Glickman,0.7597207286987292,male,CFRA Equity Research,"('MDLZ', '2019 q1')",0.0
1070,HRL,2019 q1,3020,0.6392457676697688,Mr. Ben Bienvenu,0.3487371521186313,male,Stephens Inc.,"('HRL', '2019 q1')",0.0
1071,HRL,2019 q1,3020,0.6392457676697688,Benjamin M. Theurer,0.5837673352007785,male,Barclays,"('HRL', '2019 q1')",0.0
1072,HSY,2019 q1,3020,0.7990609061972005,Mr. Keith Snyder,0.6643415765460355,male,CFRA Equity Research,"('HSY', '2019 q1')",0.0
1073,SJM,2019 q1,3020,0.5530875824623611,Mr. Keith Snyder,0.3609667453018806,male,CFRA Equity Research,"('SJM', '2019 q1')",0.0
1074,HSY,2019 q1,3020,0.7990609061972005,Mr. Andrew Lane,0.6587813540556818,male,"Morningstar, Inc.","('HSY', '2019 q1')",0.08918701484799385
1075,HSY,2019 q1,3020,0.7990609061972005,SADIF Research,0.9778989502861964,Not a person,Sadif Analytics Prime,"('HSY', '2019 q1')",0.9787736535072327
1076,KO,2019 q1,3020,0.6173104120257975,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KO', '2019 q1')",0.978146493434906
1077,MDLZ,2019 q1,3020,0.5593171646423507,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MDLZ', '2019 q1')",0.9738204479217529
1078,MNST,2019 q1,3020,0.5597090362665297,SADIF Research,0.9956989918020582,Not a person,Sadif Analytics Prime,"('MNST', '2019 q1')",0.9781464338302612
1079,STZ,2019 q1,3020,0.56405142669621,SADIF Research,0.9763887954904829,Not a person,Sadif Analytics Prime,"('STZ', '2019 q1')",0.9420127868652344
1080,K,2019 q1,3020,0.7153200050861475,Mr. Laurent Grandet,0.3129162477724512,male,Guggenheim Securities LLC,"('K', '2019 q1')",0.0
1081,KHC,2019 q1,3020,0.636547682324017,Mr. Laurent Grandet,0.1299464536162462,male,Guggenheim Securities LLC,"('KHC', '2019 q1')",0.0
1082,KO,2019 q1,3020,0.6173104120257975,Mr. Laurent Grandet,0.177660595277602,male,Guggenheim Securities LLC,"('KO', '2019 q1')",0.0
1083,MDLZ,2019 q1,3020,0.5593171646423507,Mr. Laurent Grandet,0.1749565706851959,male,Guggenheim Securities LLC,"('MDLZ', '2019 q1')",0.0
1084,MNST,2019 q1,3020,0.5597090362665297,Mr. Laurent Grandet,0.1428741043659721,male,Guggenheim Securities LLC,"('MNST', '2019 q1')",0.00993513378004233
1085,PEP,2019 q1,3020,0.657556378102323,Mr. Laurent Grandet,0.2491884889272107,male,Guggenheim Securities LLC,"('PEP', '2019 q1')",0.023251645267009735
1086,SJM,2019 q1,3020,0.5530875824623611,Mr. Laurent Grandet,0.1558193928230083,male,Guggenheim Securities LLC,"('SJM', '2019 q1')",0.0
1087,STZ,2019 q1,3020,0.56405142669621,Mr. Laurent Grandet,0.1688280697835005,male,Guggenheim Securities LLC,"('STZ', '2019 q1')",0.0
1088,TAP,2019 q1,3020,0.6166757408195075,Mr. Laurent Grandet,0.2269673688918742,male,Guggenheim Securities LLC,"('TAP', '2019 q1')",0.0
1089,KHC,2019 q1,3020,0.636547682324017,Ms. Catherine A. Seifert,0.4161012782841665,female,CFRA Equity Research,"('KHC', '2019 q1')",0.0
1090,KHC,2019 q1,3020,0.636547682324017,"Mr. James Targett, CFA",0.2645438042108685,male,Berenberg,"('KHC', '2019 q1')",0.0
1091,MDLZ,2019 q1,3020,0.5593171646423507,"Mr. James Targett, CFA",0.223334224930522,male,Berenberg,"('MDLZ', '2019 q1')",0.0
1092,KHC,2019 q1,3020,0.636547682324017,Mr. David Hayes,0.4834004078881824,male,Societe Generale,"('KHC', '2019 q1')",0.0106763681396842
1093,KO,2019 q1,3020,0.6173104120257975,Mr. Nik Modi,0.2003736868804813,male,RBC Capital Markets,"('KO', '2019 q1')",0.0
1094,MO,2019 q1,3020,0.6181728013489934,Mr. Nik Modi,0.5813722382441913,male,RBC Capital Markets,"('MO', '2019 q1')",0.0
1095,PEP,2019 q1,3020,0.657556378102323,Mr. Nik Modi,0.4343480190267114,male,RBC Capital Markets,"('PEP', '2019 q1')",0.0
1096,STZ,2019 q1,3020,0.56405142669621,Mr. Nik Modi,0.179516250940484,male,RBC Capital Markets,"('STZ', '2019 q1')",0.0
1097,KO,2019 q1,3020,0.6173104120257975,Ms. Vivien N. Azer,0.5662295403345975,female,Cowen and Company,"('KO', '2019 q1')",0.0
1098,MNST,2019 q1,3020,0.5597090362665297,Ms. Vivien N. Azer,0.6245028012573611,female,Cowen and Company,"('MNST', '2019 q1')",0.0
1099,MO,2019 q1,3020,0.6181728013489934,Ms. Vivien N. Azer,0.3707644776823872,female,Cowen and Company,"('MO', '2019 q1')",0.0
1100,PEP,2019 q1,3020,0.657556378102323,Ms. Vivien N. Azer,0.6691260718335339,female,Cowen and Company,"('PEP', '2019 q1')",0.0
1101,PM,2019 q1,3020,0.6852826167489376,Ms. Vivien N. Azer,0.6793132501202125,female,Cowen and Company,"('PM', '2019 q1')",0.0
1102,STZ,2019 q1,3020,0.56405142669621,Ms. Vivien N. Azer,0.4882296311898919,female,Cowen and Company,"('STZ', '2019 q1')",0.0
1103,TAP,2019 q1,3020,0.6166757408195075,Ms. Vivien N. Azer,0.6998305627429366,female,Cowen and Company,"('TAP', '2019 q1')",0.0
1104,KO,2019 q1,3020,0.6173104120257975,Mr. Carlos A. Laboy,0.2329926390024485,male,HSBC,"('KO', '2019 q1')",0.0
1105,STZ,2019 q1,3020,0.56405142669621,Mr. Carlos A. Laboy,0.5231744073295458,male,HSBC,"('STZ', '2019 q1')",0.006072900490835309
1106,KO,2019 q1,3020,0.6173104120257975,Garrett Nelson,0.454802756181386,male,CFRA Equity Research,"('KO', '2019 q1')",0.0
1107,MNST,2019 q1,3020,0.5597090362665297,Garrett Nelson,0.4729258786494613,male,CFRA Equity Research,"('MNST', '2019 q1')",0.0
1108,MO,2019 q1,3020,0.6181728013489934,Garrett Nelson,0.4638951030429806,male,CFRA Equity Research,"('MO', '2019 q1')",0.0
1109,PEP,2019 q1,3020,0.657556378102323,Garrett Nelson,0.5518020962275191,male,CFRA Equity Research,"('PEP', '2019 q1')",0.0
1110,PM,2019 q1,3020,0.6852826167489376,Garrett Nelson,0.5690527674031443,male,CFRA Equity Research,"('PM', '2019 q1')",0.0
1111,STZ,2019 q1,3020,0.56405142669621,Garrett Nelson,0.5954546911585326,male,CFRA Equity Research,"('STZ', '2019 q1')",0.0
1112,TAP,2019 q1,3020,0.6166757408195075,Garrett Nelson,0.7123600493573468,male,CFRA Equity Research,"('TAP', '2019 q1')",0.0
1113,KO,2019 q1,3020,0.6173104120257975,Ms. Lauren R. Lieberman,0.2729264507200964,female,Barclays,"('KO', '2019 q1')",0.0
1114,PEP,2019 q1,3020,0.657556378102323,Ms. Lauren R. Lieberman,0.2353516434655766,female,Barclays,"('PEP', '2019 q1')",0.012116136029362679
1115,STZ,2019 q1,3020,0.56405142669621,Ms. Lauren R. Lieberman,0.1917392318719864,female,Barclays,"('STZ', '2019 q1')",0.0
1116,TAP,2019 q1,3020,0.6166757408195075,Ms. Lauren R. Lieberman,0.263151067027882,female,Barclays,"('TAP', '2019 q1')",0.0
1117,KO,2019 q1,3020,0.6173104120257975,Mr. Kaumil S. Gajrawala,0.225457931454464,male,Credit Suisse,"('KO', '2019 q1')",0.0
1118,MNST,2019 q1,3020,0.5597090362665297,Mr. Kaumil S. Gajrawala,0.1858424046125939,male,Credit Suisse,"('MNST', '2019 q1')",0.0237306859344244
1119,KO,2019 q1,3020,0.6173104120257975,"Kevin M. Grundy, CPA",0.3853103754448304,male,Jefferies,"('KO', '2019 q1')",0.0
1120,MNST,2019 q1,3020,0.5597090362665297,"Kevin M. Grundy, CPA",0.1607629291000885,male,Jefferies,"('MNST', '2019 q1')",0.0201061493717134
1121,PEP,2019 q1,3020,0.657556378102323,"Kevin M. Grundy, CPA",0.3610325188756196,male,Jefferies,"('PEP', '2019 q1')",0.0
1122,STZ,2019 q1,3020,0.56405142669621,"Kevin M. Grundy, CPA",0.1245890010585512,male,Jefferies,"('STZ', '2019 q1')",0.0
1123,TAP,2019 q1,3020,0.6166757408195075,"Kevin M. Grundy, CPA",0.2463606324488979,male,Jefferies,"('TAP', '2019 q1')",0.0
1124,KO,2019 q1,3020,0.6173104120257975,Mr. Steve Powers,0.8601365950560936,male,Deutsche Bank,"('KO', '2019 q1')",0.0
1125,MNST,2019 q1,3020,0.5597090362665297,Mr. Steve Powers,0.9259587031042028,male,Deutsche Bank,"('MNST', '2019 q1')",0.0
1126,MO,2019 q1,3020,0.6181728013489934,Mr. Steve Powers,0.8057840619133014,male,Deutsche Bank,"('MO', '2019 q1')",0.0
1127,PEP,2019 q1,3020,0.657556378102323,Mr. Steve Powers,0.9261900741922862,male,Deutsche Bank,"('PEP', '2019 q1')",0.0
1128,STZ,2019 q1,3020,0.56405142669621,Mr. Steve Powers,0.6078222880932841,male,Deutsche Bank,"('STZ', '2019 q1')",0.03333333507180214
1129,TAP,2019 q1,3020,0.6166757408195075,Mr. Steve Powers,0.6378570851338363,male,Deutsche Bank,"('TAP', '2019 q1')",0.03333333507180214
1130,KO,2019 q1,3020,0.6173104120257975,"Mr. William B. Chappell, CFA",0.2669204108376056,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2019 q1')",0.0
1131,MNST,2019 q1,3020,0.5597090362665297,"Mr. William B. Chappell, CFA",0.1381918675536009,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2019 q1')",0.013784233015030622
1132,PEP,2019 q1,3020,0.657556378102323,"Mr. William B. Chappell, CFA",0.2661512979509802,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2019 q1')",0.0
1133,STZ,2019 q1,3020,0.56405142669621,"Mr. William B. Chappell, CFA",0.1641835099648418,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2019 q1')",0.0
1134,KO,2019 q1,3020,0.6173104120257975,Research Department,0.2685185572909497,Not a person,Trefis,"('KO', '2019 q1')",0.0
1135,MDLZ,2019 q1,3020,0.5593171646423507,David S. Palmer,0.1868382670571627,male,RBC Capital Markets,"('MDLZ', '2019 q1')",0.0
1136,MKC,2019 q1,3020,0.7695025689859951,Mr. Ken B. Goldman,0.5231252317452482,male,JPMorgan,"('MKC', '2019 q1')",0.003804840457936128
1137,MKC,2019 q1,3020,0.7695025689859951,Chris Kuiper,0.654087639272048,male,CFRA Equity Research,"('MKC', '2019 q1')",0.0
1138,MKC,2019 q1,3020,0.7695025689859951,Tristan d'Aboville,0.5827493625639387,male,William O'Neil + Co.,"('MKC', '2019 q1')",0.03333333507180214
1139,MKC,2019 q1,3020,0.7695025689859951,Steven Strycula,0.5308294006406926,male,UBS Equities,"('MKC', '2019 q1')",0.0
1140,MNST,2019 q1,3020,0.5597090362665297,Mr. Robert E. Ottenstein,0.1522070490109592,male,EVERCORE ISI,"('MNST', '2019 q1')",0.0
1141,PEP,2019 q1,3020,0.657556378102323,Mr. Robert E. Ottenstein,0.5642832911850767,male,EVERCORE ISI,"('PEP', '2019 q1')",0.01666666753590107
1142,STZ,2019 q1,3020,0.56405142669621,Mr. Robert E. Ottenstein,0.1779298701971729,male,EVERCORE ISI,"('STZ', '2019 q1')",0.0
1143,TAP,2019 q1,3020,0.6166757408195075,Mr. Robert E. Ottenstein,0.2698028227259731,male,EVERCORE ISI,"('TAP', '2019 q1')",0.01666666753590107
1144,MO,2019 q1,3020,0.6181728013489934,Mr. Owen Bennett,0.2717223511005758,male,Jefferies,"('MO', '2019 q1')",0.0
1145,MO,2019 q1,3020,0.6181728013489934,Mr. Philip Gorham,0.4218464633404557,male,"Morningstar, Inc.","('MO', '2019 q1')",0.0038427660862604776
1146,PM,2019 q1,3020,0.6852826167489376,Mr. Philip Gorham,0.475482875432955,male,"Morningstar, Inc.","('PM', '2019 q1')",0.0
1147,MO,2019 q1,3020,0.6181728013489934,Lisa K. Lewandowski,0.3616609596268945,female,BofA Global Research,"('MO', '2019 q1')",0.0
1148,PM,2019 q1,3020,0.6852826167489376,Lisa K. Lewandowski,0.4181799089456698,female,BofA Global Research,"('PM', '2019 q1')",0.0
1149,MO,2019 q1,3020,0.6181728013489934,Ms. Pamela Kaufman,0.2310652129548169,female,Morgan Stanley,"('MO', '2019 q1')",0.0
1150,SJM,2019 q1,3020,0.5530875824623611,Ms. Pamela Kaufman,0.467425567396651,female,Morgan Stanley,"('SJM', '2019 q1')",0.0
1151,PM,2019 q1,3020,0.6852826167489376,Mr. Rae A. Maile,0.6426815511004985,male,Cenkos Securities,"('PM', '2019 q1')",0.03333333507180214
1152,PM,2019 q1,3020,0.6852826167489376,Mr. Gerry Gallagher,0.6492770805289613,male,Deutsche Bank,"('PM', '2019 q1')",0.0
1153,PM,2019 q1,3020,0.6852826167489376,Mr. Eamonn Ferry,0.3260687206122329,male,Exane BNP Paribas,"('PM', '2019 q1')",0.0
1154,PM,2019 q1,3020,0.6852826167489376,- Credit Suisse EUR Eq. Res.,0.8975026464583507,Not a person,Credit Suisse,"('PM', '2019 q1')",0.0
1155,SJM,2019 q1,3020,0.5530875824623611,"Mr. Jon R. Andersen, CFA",0.206341130685641,male,William Blair & Company,"('SJM', '2019 q1')",0.0
1156,STZ,2019 q1,3020,0.56405142669621,"Ms. Andrea F. Teixeira, CFA",0.150630669761166,female,JPMorgan,"('STZ', '2019 q1')",0.0
1157,STZ,2019 q1,3020,0.56405142669621,"Mr. Edward Mundy, ACA",0.4271693237190708,male,Jefferies,"('STZ', '2019 q1')",0.0
1158,STZ,2019 q1,3020,0.56405142669621,"Mr. Amit Sharma, CFA",0.2365650227118906,male,BMO Capital Markets,"('STZ', '2019 q1')",0.0
1159,STZ,2019 q1,3020,0.56405142669621,Mr. Pablo Zuanic,0.1261879081628766,male,Susquehanna Financial Group LLLP,"('STZ', '2019 q1')",0.0
1160,TAP,2019 q1,3020,0.6166757408195075,Mr. Pablo Zuanic,0.2310238999591489,male,Susquehanna Financial Group LLLP,"('TAP', '2019 q1')",0.0
1161,STZ,2019 q1,3020,0.56405142669621,Mr. Sean King,0.4123170161336429,male,UBS Equities,"('STZ', '2019 q1')",0.0
1162,ADM,2019 q2,3020,0.7744272958173972,Arun Sundaram,0.6556925127293702,male,CFRA Equity Research,"('ADM', '2019 q2')",0.0
1163,CAG,2019 q2,3020,0.4320728751869964,Arun Sundaram,0.5577747777172726,male,CFRA Equity Research,"('CAG', '2019 q2')",0.0
1164,CPB,2019 q2,3020,0.649305091418761,Arun Sundaram,0.6424089923134915,male,CFRA Equity Research,"('CPB', '2019 q2')",0.0
1165,HRL,2019 q2,3020,0.5366737914181506,Arun Sundaram,0.517143146144268,male,CFRA Equity Research,"('HRL', '2019 q2')",0.0
1166,HSY,2019 q2,3020,0.6276429215442916,Arun Sundaram,0.5866088127781571,male,CFRA Equity Research,"('HSY', '2019 q2')",0.0
1167,K,2019 q2,3020,0.6306318659473626,Arun Sundaram,0.6592085573480765,male,CFRA Equity Research,"('K', '2019 q2')",0.0
1168,KHC,2019 q2,3020,0.5695129889211912,Arun Sundaram,0.4624379222398231,male,CFRA Equity Research,"('KHC', '2019 q2')",0.0
1169,MDLZ,2019 q2,3020,0.6571566841347909,Arun Sundaram,0.7468128162576098,male,CFRA Equity Research,"('MDLZ', '2019 q2')",0.0
1170,MKC,2019 q2,3020,0.8649586455146082,Arun Sundaram,0.8780017951164352,male,CFRA Equity Research,"('MKC', '2019 q2')",0.0
1171,SJM,2019 q2,3020,0.395105210179252,Arun Sundaram,0.4188992691870059,male,CFRA Equity Research,"('SJM', '2019 q2')",0.0
1172,TSN,2019 q2,3020,0.0,Arun Sundaram,,male,CFRA Equity Research,"('TSN', '2019 q2')",0.0
1173,ADM,2019 q2,3020,0.7744272958173972,Mr. Robert B. Moskow,0.6004171022625064,male,Credit Suisse,"('ADM', '2019 q2')",0.0
1174,CAG,2019 q2,3020,0.4320728751869964,Mr. Robert B. Moskow,0.1568492839113796,male,Credit Suisse,"('CAG', '2019 q2')",0.00724421301856637
1175,CPB,2019 q2,3020,0.649305091418761,Mr. Robert B. Moskow,0.2535090567914075,male,Credit Suisse,"('CPB', '2019 q2')",0.0
1176,HRL,2019 q2,3020,0.5366737914181506,Mr. Robert B. Moskow,0.1922674890726797,male,Credit Suisse,"('HRL', '2019 q2')",0.0
1177,HSY,2019 q2,3020,0.6276429215442916,Mr. Robert B. Moskow,0.3334658628737205,male,Credit Suisse,"('HSY', '2019 q2')",0.0
1178,K,2019 q2,3020,0.6306318659473626,Mr. Robert B. Moskow,0.2256199736812726,male,Credit Suisse,"('K', '2019 q2')",0.0
1179,SJM,2019 q2,3020,0.395105210179252,Mr. Robert B. Moskow,0.1119081066044485,male,Credit Suisse,"('SJM', '2019 q2')",0.0
1180,ADM,2019 q2,3020,0.7744272958173972,Mr. Seth Goldstein,0.6602512357161114,male,"Morningstar, Inc.","('ADM', '2019 q2')",0.0
1181,ADM,2019 q2,3020,0.7744272958173972,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ADM', '2019 q2')",0.9779009222984314
1182,CPB,2019 q2,3020,0.649305091418761,SADIF Research,0.982097845074934,Not a person,Sadif Analytics Prime,"('CPB', '2019 q2')",0.9779007434844971
1183,HRL,2019 q2,3020,0.5366737914181506,SADIF Research,0.9329854020568318,Not a person,Sadif Analytics Prime,"('HRL', '2019 q2')",0.905071496963501
1184,K,2019 q2,3020,0.6306318659473626,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('K', '2019 q2')",0.9790751338005066
1185,KO,2019 q2,3020,0.6231754059101828,SADIF Research,0.9858359375214024,Not a person,Sadif Analytics Prime,"('KO', '2019 q2')",0.9779008626937866
1186,MDLZ,2019 q2,3020,0.6571566841347909,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MDLZ', '2019 q2')",0.9777759909629822
1187,MKC,2019 q2,3020,0.8649586455146082,SADIF Research,0.9599293768314956,Not a person,Sadif Analytics Prime,"('MKC', '2019 q2')",0.9783854186534882
1188,STZ,2019 q2,3020,0.5312178691097393,SADIF Research,0.9852688474256668,Not a person,Sadif Analytics Prime,"('STZ', '2019 q2')",0.9426435828208923
1189,TAP,2019 q2,3020,0.7361965347885671,SADIF Research,0.946705280904488,Not a person,Sadif Analytics Prime,"('TAP', '2019 q2')",0.8511063456535339
1190,BFb,2019 q2,3020,0.4894982293103034,Mr. Nik Modi,0.6183198263398916,male,RBC Capital Markets,"('BFb', '2019 q2')",0.0069249412044882774
1191,MO,2019 q2,3020,0.5256961837218646,Mr. Nik Modi,0.2261462560917981,male,RBC Capital Markets,"('MO', '2019 q2')",0.0
1192,STZ,2019 q2,3020,0.5312178691097393,Mr. Nik Modi,0.1001015980899352,male,RBC Capital Markets,"('STZ', '2019 q2')",0.008949786890298128
1193,BFb,2019 q2,3020,0.4894982293103034,Christopher M. Pitcher,0.1803504924329856,male,Redburn (Europe) Limited,"('BFb', '2019 q2')",0.0
1194,BFb,2019 q2,3020,0.4894982293103034,Mr. Sonia Vora,0.6446330019396973,male,"Morningstar, Inc.","('BFb', '2019 q2')",0.01666666753590107
1195,CAG,2019 q2,3020,0.4320728751869964,Mr. Sonia Vora,0.433348378635388,male,"Morningstar, Inc.","('CAG', '2019 q2')",0.011111111690600714
1196,KO,2019 q2,3020,0.6231754059101828,Mr. Sonia Vora,0.5063831334876654,male,"Morningstar, Inc.","('KO', '2019 q2')",0.0
1197,MNST,2019 q2,3020,0.6353273090799803,Mr. Sonia Vora,0.6082653265796798,male,"Morningstar, Inc.","('MNST', '2019 q2')",0.0
1198,PEP,2019 q2,3020,0.6319407431303778,Mr. Sonia Vora,0.7747044334063106,male,"Morningstar, Inc.","('PEP', '2019 q2')",0.0
1199,STZ,2019 q2,3020,0.5312178691097393,Mr. Sonia Vora,0.6456729227194564,male,"Morningstar, Inc.","('STZ', '2019 q2')",0.0
1200,TAP,2019 q2,3020,0.7361965347885671,Mr. Sonia Vora,0.6823655533214681,male,"Morningstar, Inc.","('TAP', '2019 q2')",0.0
1201,BFb,2019 q2,3020,0.4894982293103034,Mr. Steve Powers,0.2282493604264176,male,Deutsche Bank,"('BFb', '2019 q2')",0.0
1202,KO,2019 q2,3020,0.6231754059101828,Mr. Steve Powers,0.8560196927539844,male,Deutsche Bank,"('KO', '2019 q2')",0.0
1203,MNST,2019 q2,3020,0.6353273090799803,Mr. Steve Powers,0.9002308431567844,male,Deutsche Bank,"('MNST', '2019 q2')",0.0
1204,MO,2019 q2,3020,0.5256961837218646,Mr. Steve Powers,0.7924869248506005,male,Deutsche Bank,"('MO', '2019 q2')",0.011342529207468033
1205,PEP,2019 q2,3020,0.6319407431303778,Mr. Steve Powers,0.858101731553394,male,Deutsche Bank,"('PEP', '2019 q2')",0.0
1206,STZ,2019 q2,3020,0.5312178691097393,Mr. Steve Powers,0.8355862994913344,male,Deutsche Bank,"('STZ', '2019 q2')",0.01666666753590107
1207,TAP,2019 q2,3020,0.7361965347885671,Mr. Steve Powers,0.9498253621977968,male,Deutsche Bank,"('TAP', '2019 q2')",0.0
1208,BFb,2019 q2,3020,0.4894982293103034,"Mr. Dara W. Mohsenian, CFA",0.2701717292383269,male,Morgan Stanley,"('BFb', '2019 q2')",0.0
1209,K,2019 q2,3020,0.6306318659473626,"Mr. Dara W. Mohsenian, CFA",0.4815989903024335,male,Morgan Stanley,"('K', '2019 q2')",0.0
1210,KO,2019 q2,3020,0.6231754059101828,"Mr. Dara W. Mohsenian, CFA",0.1879787777938316,male,Morgan Stanley,"('KO', '2019 q2')",0.005055543500930071
1211,MDLZ,2019 q2,3020,0.6571566841347909,"Mr. Dara W. Mohsenian, CFA",0.2100882536083768,male,Morgan Stanley,"('MDLZ', '2019 q2')",0.0
1212,MNST,2019 q2,3020,0.6353273090799803,"Mr. Dara W. Mohsenian, CFA",0.3680283941501918,male,Morgan Stanley,"('MNST', '2019 q2')",0.0
1213,PEP,2019 q2,3020,0.6319407431303778,"Mr. Dara W. Mohsenian, CFA",0.4324205768442128,male,Morgan Stanley,"('PEP', '2019 q2')",0.0
1214,STZ,2019 q2,3020,0.5312178691097393,"Mr. Dara W. Mohsenian, CFA",0.1737641195420615,male,Morgan Stanley,"('STZ', '2019 q2')",0.0
1215,BFb,2019 q2,3020,0.4894982293103034,Bryan D. Spillane,0.3242590667953641,male,BofA Global Research,"('BFb', '2019 q2')",0.0
1216,CAG,2019 q2,3020,0.4320728751869964,Bryan D. Spillane,0.1856634342009722,male,BofA Global Research,"('CAG', '2019 q2')",0.007168668322265148
1217,CPB,2019 q2,3020,0.649305091418761,Bryan D. Spillane,0.2189292695181316,male,BofA Global Research,"('CPB', '2019 q2')",0.009397654794156551
1218,HSY,2019 q2,3020,0.6276429215442916,Bryan D. Spillane,0.211590398646591,male,BofA Global Research,"('HSY', '2019 q2')",0.0
1219,K,2019 q2,3020,0.6306318659473626,Bryan D. Spillane,0.2256032267875425,male,BofA Global Research,"('K', '2019 q2')",0.0
1220,KO,2019 q2,3020,0.6231754059101828,Bryan D. Spillane,0.246939178366841,male,BofA Global Research,"('KO', '2019 q2')",0.0
1221,MDLZ,2019 q2,3020,0.6571566841347909,Bryan D. Spillane,0.3161633725633977,male,BofA Global Research,"('MDLZ', '2019 q2')",0.0
1222,PEP,2019 q2,3020,0.6319407431303778,Bryan D. Spillane,0.2157149080893341,male,BofA Global Research,"('PEP', '2019 q2')",0.0
1223,SJM,2019 q2,3020,0.395105210179252,Bryan D. Spillane,0.2194534146444211,male,BofA Global Research,"('SJM', '2019 q2')",0.0
1224,STZ,2019 q2,3020,0.5312178691097393,Bryan D. Spillane,0.0886785321648346,male,BofA Global Research,"('STZ', '2019 q2')",0.0
1225,TAP,2019 q2,3020,0.7361965347885671,Bryan D. Spillane,0.3146980050039161,male,BofA Global Research,"('TAP', '2019 q2')",0.0
1226,BFb,2019 q2,3020,0.4894982293103034,"Mr. Javier Gonzalez Lastra, CFA",0.4258634616629239,male,Berenberg,"('BFb', '2019 q2')",0.0
1227,TAP,2019 q2,3020,0.7361965347885671,"Mr. Javier Gonzalez Lastra, CFA",0.6382486159035807,male,Berenberg,"('TAP', '2019 q2')",0.0
1228,CAG,2019 q2,3020,0.4320728751869964,Mr Rob Dickerson,0.6429415644166669,male,Deutsche Bank,"('CAG', '2019 q2')",0.0
1229,CPB,2019 q2,3020,0.649305091418761,Mr Rob Dickerson,0.7852884596561674,male,Deutsche Bank,"('CPB', '2019 q2')",0.0
1230,HSY,2019 q2,3020,0.6276429215442916,Mr Rob Dickerson,0.8447164098375584,male,Deutsche Bank,"('HSY', '2019 q2')",0.0
1231,K,2019 q2,3020,0.6306318659473626,Mr Rob Dickerson,0.8887652659870511,male,Deutsche Bank,"('K', '2019 q2')",0.01666666753590107
1232,MDLZ,2019 q2,3020,0.6571566841347909,Mr Rob Dickerson,0.8622791281593591,male,Deutsche Bank,"('MDLZ', '2019 q2')",0.0
1233,MKC,2019 q2,3020,0.8649586455146082,Mr Rob Dickerson,0.8204587729975225,male,Deutsche Bank,"('MKC', '2019 q2')",0.0
1234,SJM,2019 q2,3020,0.395105210179252,Mr Rob Dickerson,0.5767205168715335,male,Deutsche Bank,"('SJM', '2019 q2')",0.0
1235,CAG,2019 q2,3020,0.4320728751869964,"Mr. William B. Chappell, CFA",0.1246804243363501,male,SunTrust Robinson Humphrey Capital Markets,"('CAG', '2019 q2')",0.0
1236,MNST,2019 q2,3020,0.6353273090799803,"Mr. William B. Chappell, CFA",0.2159049200311696,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2019 q2')",0.012793170288205147
1237,PEP,2019 q2,3020,0.6319407431303778,"Mr. William B. Chappell, CFA",0.2271560243613292,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2019 q2')",0.0
1238,STZ,2019 q2,3020,0.5312178691097393,"Mr. William B. Chappell, CFA",0.1946837291653822,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2019 q2')",0.0
1239,CAG,2019 q2,3020,0.4320728751869964,Mr. Andrew Lazar,0.296927485436697,male,Barclays,"('CAG', '2019 q2')",0.0
1240,CPB,2019 q2,3020,0.649305091418761,Mr. Andrew Lazar,0.2597324381408328,male,Barclays,"('CPB', '2019 q2')",0.004026919913788636
1241,HSY,2019 q2,3020,0.6276429215442916,Mr. Andrew Lazar,0.2436326125484117,male,Barclays,"('HSY', '2019 q2')",0.0
1242,K,2019 q2,3020,0.6306318659473626,Mr. Andrew Lazar,0.3244371511295138,male,Barclays,"('K', '2019 q2')",0.0
1243,KHC,2019 q2,3020,0.5695129889211912,Mr. Andrew Lazar,0.4982717227216484,male,Barclays,"('KHC', '2019 q2')",0.012626915238797665
1244,MDLZ,2019 q2,3020,0.6571566841347909,Mr. Andrew Lazar,0.2244081369050043,male,Barclays,"('MDLZ', '2019 q2')",0.0
1245,SJM,2019 q2,3020,0.395105210179252,Mr. Andrew Lazar,0.1462369397001109,male,Barclays,"('SJM', '2019 q2')",0.0
1246,CAG,2019 q2,3020,0.4320728751869964,Mr. David S. Palmer,0.1867315373964381,male,EVERCORE ISI,"('CAG', '2019 q2')",0.0
1247,CPB,2019 q2,3020,0.649305091418761,Mr. David S. Palmer,0.5983324024176473,male,EVERCORE ISI,"('CPB', '2019 q2')",0.03333333507180214
1248,HSY,2019 q2,3020,0.6276429215442916,Mr. David S. Palmer,0.6554361492740344,male,EVERCORE ISI,"('HSY', '2019 q2')",0.03333333507180214
1249,KHC,2019 q2,3020,0.5695129889211912,Mr. David S. Palmer,0.6746217021990731,male,EVERCORE ISI,"('KHC', '2019 q2')",0.03333333507180214
1250,MDLZ,2019 q2,3020,0.6571566841347909,Mr. David S. Palmer,0.2524393905698097,male,EVERCORE ISI,"('MDLZ', '2019 q2')",0.0
1251,CAG,2019 q2,3020,0.4320728751869964,Ms. Pamela Kaufman,0.2370142671364737,female,Morgan Stanley,"('CAG', '2019 q2')",0.0
1252,HSY,2019 q2,3020,0.6276429215442916,Ms. Pamela Kaufman,0.2580785971211038,female,Morgan Stanley,"('HSY', '2019 q2')",0.0
1253,MO,2019 q2,3020,0.5256961837218646,Ms. Pamela Kaufman,0.3204263396253807,female,Morgan Stanley,"('MO', '2019 q2')",0.0
1254,PM,2019 q2,3020,0.5823837926144884,Ms. Pamela Kaufman,0.437024121840989,female,Morgan Stanley,"('PM', '2019 q2')",0.0
1255,SJM,2019 q2,3020,0.395105210179252,Ms. Pamela Kaufman,0.2292957908020635,female,Morgan Stanley,"('SJM', '2019 q2')",0.0
1256,CPB,2019 q2,3020,0.649305091418761,Mr. Brian D. Callen,0.2310463867117349,male,BofA Global Research,"('CPB', '2019 q2')",0.01666666753590107
1257,CPB,2019 q2,3020,0.649305091418761,Erin Lash,0.6175700282509914,female,"Morningstar, Inc.","('CPB', '2019 q2')",0.0
1258,HSY,2019 q2,3020,0.6276429215442916,Erin Lash,0.6943201401325821,female,"Morningstar, Inc.","('HSY', '2019 q2')",0.0
1259,K,2019 q2,3020,0.6306318659473626,Erin Lash,0.7496711740755689,female,"Morningstar, Inc.","('K', '2019 q2')",0.0
1260,KHC,2019 q2,3020,0.5695129889211912,Erin Lash,0.5715383858618174,female,"Morningstar, Inc.","('KHC', '2019 q2')",0.0
1261,MDLZ,2019 q2,3020,0.6571566841347909,Erin Lash,0.8623017024929243,female,"Morningstar, Inc.","('MDLZ', '2019 q2')",0.0
1262,MKC,2019 q2,3020,0.8649586455146082,Erin Lash,0.8602846158313949,female,"Morningstar, Inc.","('MKC', '2019 q2')",0.0
1263,CPB,2019 q2,3020,0.649305091418761,Mr. Michael S. Lavery,0.4814758298999242,male,Piper Sandler Companies,"('CPB', '2019 q2')",0.019209900870919228
1264,HRL,2019 q2,3020,0.5366737914181506,Mr. Michael S. Lavery,0.27381712860981,male,Piper Sandler Companies,"('HRL', '2019 q2')",0.0
1265,HSY,2019 q2,3020,0.6276429215442916,Mr. Michael S. Lavery,0.3829595047768215,male,Piper Sandler Companies,"('HSY', '2019 q2')",0.0
1266,K,2019 q2,3020,0.6306318659473626,Mr. Michael S. Lavery,0.2568616931645532,male,Piper Sandler Companies,"('K', '2019 q2')",0.0
1267,KHC,2019 q2,3020,0.5695129889211912,Mr. Michael S. Lavery,0.3854380675783557,male,Piper Sandler Companies,"('KHC', '2019 q2')",0.0
1268,MDLZ,2019 q2,3020,0.6571566841347909,Mr. Michael S. Lavery,0.2483309982084959,male,Piper Sandler Companies,"('MDLZ', '2019 q2')",0.0
1269,PM,2019 q2,3020,0.5823837926144884,Mr. Michael S. Lavery,0.2206399573477969,male,Piper Sandler Companies,"('PM', '2019 q2')",0.0
1270,CPB,2019 q2,3020,0.649305091418761,Scott A. Mushkin,0.3718941404969023,male,Wolfe Research,"('CPB', '2019 q2')",0.0
1271,SJM,2019 q2,3020,0.395105210179252,Scott A. Mushkin,0.1761422398585055,male,Wolfe Research,"('SJM', '2019 q2')",0.0
1272,HRL,2019 q2,3020,0.5366737914181506,Mr. Ben Bienvenu,0.202113584845288,male,Stephens Inc.,"('HRL', '2019 q2')",0.0
1273,HRL,2019 q2,3020,0.5366737914181506,Ms. Rebecca S. Scheuneman,0.5338002641102257,female,"Morningstar, Inc.","('HRL', '2019 q2')",0.0
1274,SJM,2019 q2,3020,0.395105210179252,Ms. Rebecca S. Scheuneman,0.5868375270033098,female,"Morningstar, Inc.","('SJM', '2019 q2')",0.0
1275,HRL,2019 q2,3020,0.5366737914181506,Mr. Rupesh Parikh,0.3685236988576154,male,"Oppenheimer & Co., Inc.","('HRL', '2019 q2')",0.0
1276,HRL,2019 q2,3020,0.5366737914181506,Benjamin M. Theurer,0.2887276563045276,male,Barclays,"('HRL', '2019 q2')",0.0
1277,HSY,2019 q2,3020,0.6276429215442916,Virginia M. Chambless,0.6126033732863261,female,JPMorgan Econ & FI,"('HSY', '2019 q2')",0.0
1278,K,2019 q2,3020,0.6306318659473626,"Mr. Timothy S. Ramey, CFA",0.2083151704247175,male,Pivotal Research Group,"('K', '2019 q2')",0.0
1279,STZ,2019 q2,3020,0.5312178691097393,"Mr. Timothy S. Ramey, CFA",0.2408371127802521,male,Pivotal Research Group,"('STZ', '2019 q2')",0.0
1280,K,2019 q2,3020,0.6306318659473626,Mr. Laurent Grandet,0.1882476922353635,male,Guggenheim Securities LLC,"('K', '2019 q2')",0.0
1281,KHC,2019 q2,3020,0.5695129889211912,Mr. Laurent Grandet,0.2705698922027028,male,Guggenheim Securities LLC,"('KHC', '2019 q2')",0.0
1282,KO,2019 q2,3020,0.6231754059101828,Mr. Laurent Grandet,0.1304195952742677,male,Guggenheim Securities LLC,"('KO', '2019 q2')",0.0
1283,MDLZ,2019 q2,3020,0.6571566841347909,Mr. Laurent Grandet,0.1868545902209137,male,Guggenheim Securities LLC,"('MDLZ', '2019 q2')",0.0
1284,MNST,2019 q2,3020,0.6353273090799803,Mr. Laurent Grandet,0.2550921120139884,male,Guggenheim Securities LLC,"('MNST', '2019 q2')",0.011843353820343813
1285,PEP,2019 q2,3020,0.6319407431303778,Mr. Laurent Grandet,0.2097661756682114,male,Guggenheim Securities LLC,"('PEP', '2019 q2')",0.0
1286,SJM,2019 q2,3020,0.395105210179252,Mr. Laurent Grandet,0.130427676288364,male,Guggenheim Securities LLC,"('SJM', '2019 q2')",0.0
1287,STZ,2019 q2,3020,0.5312178691097393,Mr. Laurent Grandet,0.1581566708190075,male,Guggenheim Securities LLC,"('STZ', '2019 q2')",0.0
1288,KO,2019 q2,3020,0.6231754059101828,Mr. Robert E. Ottenstein,0.1779617368407294,male,EVERCORE ISI,"('KO', '2019 q2')",0.0
1289,STZ,2019 q2,3020,0.5312178691097393,Mr. Robert E. Ottenstein,0.1381889354754534,male,EVERCORE ISI,"('STZ', '2019 q2')",0.011111111690600714
1290,TAP,2019 q2,3020,0.7361965347885671,Mr. Robert E. Ottenstein,0.3565934353851963,male,EVERCORE ISI,"('TAP', '2019 q2')",0.01666666753590107
1291,KO,2019 q2,3020,0.6231754059101828,Mr. Kaumil S. Gajrawala,0.4834552778981642,male,Credit Suisse,"('KO', '2019 q2')",0.0
1292,MNST,2019 q2,3020,0.6353273090799803,Mr. Kaumil S. Gajrawala,0.3256546233060285,male,Credit Suisse,"('MNST', '2019 q2')",0.0
1293,STZ,2019 q2,3020,0.5312178691097393,Mr. Kaumil S. Gajrawala,0.3558354695997492,male,Credit Suisse,"('STZ', '2019 q2')",0.0
1294,KO,2019 q2,3020,0.6231754059101828,Garrett Nelson,0.4295650941661346,male,CFRA Equity Research,"('KO', '2019 q2')",0.0
1295,MNST,2019 q2,3020,0.6353273090799803,Garrett Nelson,0.5820895818399566,male,CFRA Equity Research,"('MNST', '2019 q2')",0.0
1296,MO,2019 q2,3020,0.5256961837218646,Garrett Nelson,0.494367710954806,male,CFRA Equity Research,"('MO', '2019 q2')",0.0
1297,PEP,2019 q2,3020,0.6319407431303778,Garrett Nelson,0.5144320465464769,male,CFRA Equity Research,"('PEP', '2019 q2')",0.0
1298,PM,2019 q2,3020,0.5823837926144884,Garrett Nelson,0.4813901050370643,male,CFRA Equity Research,"('PM', '2019 q2')",0.0
1299,STZ,2019 q2,3020,0.5312178691097393,Garrett Nelson,0.56562783499559,male,CFRA Equity Research,"('STZ', '2019 q2')",0.0
1300,TAP,2019 q2,3020,0.7361965347885671,Garrett Nelson,0.7240806569905371,male,CFRA Equity Research,"('TAP', '2019 q2')",0.0
1301,KO,2019 q2,3020,0.6231754059101828,Ms. Vivien N. Azer,0.5502755443592868,female,Cowen and Company,"('KO', '2019 q2')",0.0
1302,MNST,2019 q2,3020,0.6353273090799803,Ms. Vivien N. Azer,0.6957665226043964,female,Cowen and Company,"('MNST', '2019 q2')",0.0
1303,MO,2019 q2,3020,0.5256961837218646,Ms. Vivien N. Azer,0.57049379161436,female,Cowen and Company,"('MO', '2019 q2')",0.0
1304,PEP,2019 q2,3020,0.6319407431303778,Ms. Vivien N. Azer,0.6109756649156943,female,Cowen and Company,"('PEP', '2019 q2')",0.0
1305,PM,2019 q2,3020,0.5823837926144884,Ms. Vivien N. Azer,0.7537430992868,female,Cowen and Company,"('PM', '2019 q2')",0.0
1306,STZ,2019 q2,3020,0.5312178691097393,Ms. Vivien N. Azer,0.5219585863564554,female,Cowen and Company,"('STZ', '2019 q2')",0.005545487627387047
1307,TAP,2019 q2,3020,0.7361965347885671,Ms. Vivien N. Azer,0.7800425693549333,female,Cowen and Company,"('TAP', '2019 q2')",0.0
1308,KO,2019 q2,3020,0.6231754059101828,"Kevin M. Grundy, CPA",0.406620150936445,male,Jefferies,"('KO', '2019 q2')",0.0
1309,MNST,2019 q2,3020,0.6353273090799803,"Kevin M. Grundy, CPA",0.5440610271500729,male,Jefferies,"('MNST', '2019 q2')",0.0
1310,PEP,2019 q2,3020,0.6319407431303778,"Kevin M. Grundy, CPA",0.4143452891225971,male,Jefferies,"('PEP', '2019 q2')",0.0
1311,STZ,2019 q2,3020,0.5312178691097393,"Kevin M. Grundy, CPA",0.1653572944838512,male,Jefferies,"('STZ', '2019 q2')",0.0
1312,TAP,2019 q2,3020,0.7361965347885671,"Kevin M. Grundy, CPA",0.3435067370434002,male,Jefferies,"('TAP', '2019 q2')",0.0
1313,KO,2019 q2,3020,0.6231754059101828,Ms. Lauren R. Lieberman,0.3878385757979572,female,Barclays,"('KO', '2019 q2')",0.0
1314,PEP,2019 q2,3020,0.6319407431303778,Ms. Lauren R. Lieberman,0.6690275108379411,female,Barclays,"('PEP', '2019 q2')",0.0
1315,STZ,2019 q2,3020,0.5312178691097393,Ms. Lauren R. Lieberman,0.2543283465280661,female,Barclays,"('STZ', '2019 q2')",0.0
1316,TAP,2019 q2,3020,0.7361965347885671,Ms. Lauren R. Lieberman,0.3653386542534859,female,Barclays,"('TAP', '2019 q2')",0.01703678537160158
1317,KO,2019 q2,3020,0.6231754059101828,Mr. Carlos A. Laboy,0.6799639650024109,male,HSBC,"('KO', '2019 q2')",0.03333333507180214
1318,STZ,2019 q2,3020,0.5312178691097393,Mr. Carlos A. Laboy,0.2882582465827327,male,HSBC,"('STZ', '2019 q2')",0.01666666753590107
1319,KO,2019 q2,3020,0.6231754059101828,Research Department,0.2748490388187308,Not a person,Trefis,"('KO', '2019 q2')",0.0
1320,PEP,2019 q2,3020,0.6319407431303778,Research Department,0.3298248375544531,Not a person,Trefis,"('PEP', '2019 q2')",0.0
1321,PM,2019 q2,3020,0.5823837926144884,Research Department,0.2306011736464411,Not a person,Trefis,"('PM', '2019 q2')",0.0
1322,MDLZ,2019 q2,3020,0.6571566841347909,Fr. Silke Stegemann,0.8428135701674979,female,UniCredit Research,"('MDLZ', '2019 q2')",0.0
1323,MDLZ,2019 q2,3020,0.6571566841347909,Steven Strycula,0.292220068232132,male,UBS Equities,"('MDLZ', '2019 q2')",0.0
1324,MKC,2019 q2,3020,0.8649586455146082,Steven Strycula,0.6044081091127592,male,UBS Equities,"('MKC', '2019 q2')",0.00973109481856227
1325,MDLZ,2019 q2,3020,0.6571566841347909,"Mr. Kenneth B. Zaslow, CFA",0.2768353763847295,male,BMO Capital Markets,"('MDLZ', '2019 q2')",0.0
1326,MKC,2019 q2,3020,0.8649586455146082,Mr. Ken B. Goldman,0.7134956641925017,male,JPMorgan,"('MKC', '2019 q2')",0.0258012181147933
1327,MO,2019 q2,3020,0.5256961837218646,Mr. Philip Gorham,0.436851792772408,male,"Morningstar, Inc.","('MO', '2019 q2')",0.0
1328,PM,2019 q2,3020,0.5823837926144884,Mr. Philip Gorham,0.4147710508473642,male,"Morningstar, Inc.","('PM', '2019 q2')",0.0
1329,MO,2019 q2,3020,0.5256961837218646,Mr. Owen Bennett,0.1959350298463609,male,Jefferies,"('MO', '2019 q2')",0.0
1330,PM,2019 q2,3020,0.5823837926144884,Mr. Owen Bennett,0.2246659811334183,male,Jefferies,"('PM', '2019 q2')",0.0
1331,MO,2019 q2,3020,0.5256961837218646,Lisa K. Lewandowski,0.205176251920154,female,BofA Global Research,"('MO', '2019 q2')",0.0
1332,PM,2019 q2,3020,0.5823837926144884,Lisa K. Lewandowski,0.3278418886640231,female,BofA Global Research,"('PM', '2019 q2')",0.0
1333,PM,2019 q2,3020,0.5823837926144884,Mr. Gerry Gallagher,0.9262239222910708,male,Deutsche Bank,"('PM', '2019 q2')",0.0
1334,SJM,2019 q2,3020,0.395105210179252,"Mr. Jon R. Andersen, CFA",0.1639836821993386,male,William Blair & Company,"('SJM', '2019 q2')",0.0
1335,STZ,2019 q2,3020,0.5312178691097393,"Ms. Andrea F. Teixeira, CFA",0.2502991823743348,female,JPMorgan,"('STZ', '2019 q2')",0.0
1336,STZ,2019 q2,3020,0.5312178691097393,"Mr. Amit Sharma, CFA",0.2914749744551884,male,BMO Capital Markets,"('STZ', '2019 q2')",0.0
1337,STZ,2019 q2,3020,0.5312178691097393,Mr. Sean King,0.4274586847708403,male,UBS Equities,"('STZ', '2019 q2')",0.0
1338,TAP,2019 q2,3020,0.7361965347885671,Mr. Mitul Girotra,0.3851307599849748,male,Societe Generale,"('TAP', '2019 q2')",0.0
1339,ADM,2019 q3,3020,0.4038553002276515,Mr. Vincent Andrews,0.1892873784081319,male,Morgan Stanley,"('ADM', '2019 q3')",0.0
1340,ADM,2019 q3,3020,0.4038553002276515,Mr. Seth Goldstein,0.4776033477197354,male,"Morningstar, Inc.","('ADM', '2019 q3')",0.0
1341,ADM,2019 q3,3020,0.4038553002276515,Mr. Robert B. Moskow,0.3424584571353644,male,Credit Suisse,"('ADM', '2019 q3')",0.0
1342,CAG,2019 q3,3020,0.4802057976096799,Mr. Robert B. Moskow,0.3059417324523595,male,Credit Suisse,"('CAG', '2019 q3')",0.0
1343,CPB,2019 q3,3020,0.7468774931769,Mr. Robert B. Moskow,0.4136601877521585,male,Credit Suisse,"('CPB', '2019 q3')",0.0
1344,HRL,2019 q3,3020,0.4053395284996367,Mr. Robert B. Moskow,0.1815447521623607,male,Credit Suisse,"('HRL', '2019 q3')",0.0
1345,HSY,2019 q3,3020,0.4985716157141431,Mr. Robert B. Moskow,0.1948921177035192,male,Credit Suisse,"('HSY', '2019 q3')",0.0
1346,K,2019 q3,3020,0.5698344514449178,Mr. Robert B. Moskow,0.2228438342611672,male,Credit Suisse,"('K', '2019 q3')",0.006489876036842664
1347,KHC,2019 q3,3020,0.486079785486327,Mr. Robert B. Moskow,0.2936748590056301,male,Credit Suisse,"('KHC', '2019 q3')",0.0
1348,MDLZ,2019 q3,3020,0.5409312407015665,Mr. Robert B. Moskow,0.2867333362982514,male,Credit Suisse,"('MDLZ', '2019 q3')",0.0
1349,SJM,2019 q3,3020,0.3427780742577698,Mr. Robert B. Moskow,0.1253147121605654,male,Credit Suisse,"('SJM', '2019 q3')",0.0
1350,ADM,2019 q3,3020,0.4038553002276515,Arun Sundaram,0.4759216820432912,male,CFRA Equity Research,"('ADM', '2019 q3')",0.0
1351,CAG,2019 q3,3020,0.4802057976096799,Arun Sundaram,0.5873345117504986,male,CFRA Equity Research,"('CAG', '2019 q3')",0.0
1352,CPB,2019 q3,3020,0.7468774931769,Arun Sundaram,0.6970620767914105,male,CFRA Equity Research,"('CPB', '2019 q3')",0.0
1353,HRL,2019 q3,3020,0.4053395284996367,Arun Sundaram,0.4988359445606089,male,CFRA Equity Research,"('HRL', '2019 q3')",0.0
1354,HSY,2019 q3,3020,0.4985716157141431,Arun Sundaram,0.5861630517793741,male,CFRA Equity Research,"('HSY', '2019 q3')",0.0
1355,K,2019 q3,3020,0.5698344514449178,Arun Sundaram,0.661178751894923,male,CFRA Equity Research,"('K', '2019 q3')",0.0
1356,KHC,2019 q3,3020,0.486079785486327,Arun Sundaram,0.4863340526156157,male,CFRA Equity Research,"('KHC', '2019 q3')",0.0
1357,MDLZ,2019 q3,3020,0.5409312407015665,Arun Sundaram,0.7498484854299489,male,CFRA Equity Research,"('MDLZ', '2019 q3')",0.0
1358,MKC,2019 q3,3020,0.8835706848837197,Arun Sundaram,0.8477688343999279,male,CFRA Equity Research,"('MKC', '2019 q3')",0.0
1359,SJM,2019 q3,3020,0.3427780742577698,Arun Sundaram,0.3905860311004058,male,CFRA Equity Research,"('SJM', '2019 q3')",0.0
1360,ADM,2019 q3,3020,0.4038553002276515,Mr. Javier Martinez de Olcoz Cerdan,0.2073704293522323,male,Morgan Stanley,"('ADM', '2019 q3')",0.0
1361,BFb,2019 q3,3020,0.6011814528687731,"Mr. R.J. J. Hottovy, Jr",0.6996207160166505,male,"Morningstar, Inc.","('BFb', '2019 q3')",0.0
1362,STZ,2019 q3,3020,0.4514815872831914,"Mr. R.J. J. Hottovy, Jr",0.5970957055471687,male,"Morningstar, Inc.","('STZ', '2019 q3')",0.0
1363,BFb,2019 q3,3020,0.6011814528687731,"Mr. Dara W. Mohsenian, CFA",0.2884095056271592,male,Morgan Stanley,"('BFb', '2019 q3')",0.0
1364,K,2019 q3,3020,0.5698344514449178,"Mr. Dara W. Mohsenian, CFA",0.3822386777750295,male,Morgan Stanley,"('K', '2019 q3')",0.0
1365,KHC,2019 q3,3020,0.486079785486327,"Mr. Dara W. Mohsenian, CFA",0.4015201334156559,male,Morgan Stanley,"('KHC', '2019 q3')",0.0
1366,KO,2019 q3,3020,0.6266576420407142,"Mr. Dara W. Mohsenian, CFA",0.236865306859871,male,Morgan Stanley,"('KO', '2019 q3')",0.0
1367,MDLZ,2019 q3,3020,0.5409312407015665,"Mr. Dara W. Mohsenian, CFA",0.2304036260770816,male,Morgan Stanley,"('MDLZ', '2019 q3')",0.0
1368,PEP,2019 q3,3020,0.6135075327849432,"Mr. Dara W. Mohsenian, CFA",0.5106412545538506,male,Morgan Stanley,"('PEP', '2019 q3')",0.0
1369,STZ,2019 q3,3020,0.4514815872831914,"Mr. Dara W. Mohsenian, CFA",0.1585671688431675,male,Morgan Stanley,"('STZ', '2019 q3')",0.0
1370,TAP,2019 q3,3020,0.6690914367147933,"Mr. Dara W. Mohsenian, CFA",0.3346164906568032,male,Morgan Stanley,"('TAP', '2019 q3')",0.0
1371,BFb,2019 q3,3020,0.6011814528687731,Bill Kirk,0.3922387122304526,male,MKM Partners,"('BFb', '2019 q3')",0.0
1372,STZ,2019 q3,3020,0.4514815872831914,Bill Kirk,0.2245086505961192,male,MKM Partners,"('STZ', '2019 q3')",0.03199195861816406
1373,TAP,2019 q3,3020,0.6690914367147933,Bill Kirk,0.2790966528290076,male,MKM Partners,"('TAP', '2019 q3')",0.01210738206282258
1374,BFb,2019 q3,3020,0.6011814528687731,"Mr. Javier Gonzalez Lastra, CFA",0.4233383582679927,male,Berenberg,"('BFb', '2019 q3')",0.0
1375,TAP,2019 q3,3020,0.6690914367147933,"Mr. Javier Gonzalez Lastra, CFA",0.4674031295690766,male,Berenberg,"('TAP', '2019 q3')",0.0
1376,BFb,2019 q3,3020,0.6011814528687731,Garrett Nelson,0.7063687542993075,male,CFRA Equity Research,"('BFb', '2019 q3')",0.0
1377,KO,2019 q3,3020,0.6266576420407142,Garrett Nelson,0.4659457633236213,male,CFRA Equity Research,"('KO', '2019 q3')",0.0
1378,MNST,2019 q3,3020,0.5852084385948848,Garrett Nelson,0.5098740088520896,male,CFRA Equity Research,"('MNST', '2019 q3')",0.0
1379,MO,2019 q3,3020,0.6163508570061547,Garrett Nelson,0.4526666682859283,male,CFRA Equity Research,"('MO', '2019 q3')",0.0
1380,PEP,2019 q3,3020,0.6135075327849432,Garrett Nelson,0.4600353422265041,male,CFRA Equity Research,"('PEP', '2019 q3')",0.0
1381,PM,2019 q3,3020,0.5206243232170622,Garrett Nelson,0.4607739302740946,male,CFRA Equity Research,"('PM', '2019 q3')",0.0
1382,STZ,2019 q3,3020,0.4514815872831914,Garrett Nelson,0.542174107334177,male,CFRA Equity Research,"('STZ', '2019 q3')",0.0
1383,TAP,2019 q3,3020,0.6690914367147933,Garrett Nelson,0.7069247150142112,male,CFRA Equity Research,"('TAP', '2019 q3')",0.0
1384,BFb,2019 q3,3020,0.6011814528687731,Bryan D. Spillane,0.3644319908002564,male,BofA Global Research,"('BFb', '2019 q3')",0.0
1385,CPB,2019 q3,3020,0.7468774931769,Bryan D. Spillane,0.5294150763268729,male,BofA Global Research,"('CPB', '2019 q3')",0.0
1386,HSY,2019 q3,3020,0.4985716157141431,Bryan D. Spillane,0.3024541893536353,male,BofA Global Research,"('HSY', '2019 q3')",0.0
1387,KHC,2019 q3,3020,0.486079785486327,Bryan D. Spillane,0.3088257454778389,male,BofA Global Research,"('KHC', '2019 q3')",0.006050573196262121
1388,KO,2019 q3,3020,0.6266576420407142,Bryan D. Spillane,0.3027353042517388,male,BofA Global Research,"('KO', '2019 q3')",0.01666666753590107
1389,MDLZ,2019 q3,3020,0.5409312407015665,Bryan D. Spillane,0.3669733403847191,male,BofA Global Research,"('MDLZ', '2019 q3')",0.0
1390,PEP,2019 q3,3020,0.6135075327849432,Bryan D. Spillane,0.1467587830749124,male,BofA Global Research,"('PEP', '2019 q3')",0.0
1391,SJM,2019 q3,3020,0.3427780742577698,Bryan D. Spillane,0.1352957991763078,male,BofA Global Research,"('SJM', '2019 q3')",0.0
1392,STZ,2019 q3,3020,0.4514815872831914,Bryan D. Spillane,0.1366585538462722,male,BofA Global Research,"('STZ', '2019 q3')",0.0
1393,TAP,2019 q3,3020,0.6690914367147933,Bryan D. Spillane,0.3238248242280579,male,BofA Global Research,"('TAP', '2019 q3')",0.007516744236151378
1394,BFb,2019 q3,3020,0.6011814528687731,Mr. Steve Powers,0.2844547771839457,male,Deutsche Bank,"('BFb', '2019 q3')",0.0
1395,KO,2019 q3,3020,0.6266576420407142,Mr. Steve Powers,0.8948926417680314,male,Deutsche Bank,"('KO', '2019 q3')",0.0
1396,MNST,2019 q3,3020,0.5852084385948848,Mr. Steve Powers,0.8639856213785152,male,Deutsche Bank,"('MNST', '2019 q3')",0.0
1397,MO,2019 q3,3020,0.6163508570061547,Mr. Steve Powers,0.7973173026160255,male,Deutsche Bank,"('MO', '2019 q3')",0.0
1398,PEP,2019 q3,3020,0.6135075327849432,Mr. Steve Powers,0.8826491285563614,male,Deutsche Bank,"('PEP', '2019 q3')",0.01666666753590107
1399,STZ,2019 q3,3020,0.4514815872831914,Mr. Steve Powers,0.7539651099296286,male,Deutsche Bank,"('STZ', '2019 q3')",0.0
1400,TAP,2019 q3,3020,0.6690914367147933,Mr. Steve Powers,0.9300641584201308,male,Deutsche Bank,"('TAP', '2019 q3')",0.0
1401,BFb,2019 q3,3020,0.6011814528687731,Mr. Nik Modi,0.6675383948207801,male,RBC Capital Markets,"('BFb', '2019 q3')",0.0
1402,KO,2019 q3,3020,0.6266576420407142,Mr. Nik Modi,0.2637789108817616,male,RBC Capital Markets,"('KO', '2019 q3')",0.0
1403,MNST,2019 q3,3020,0.5852084385948848,Mr. Nik Modi,0.1857340119548451,male,RBC Capital Markets,"('MNST', '2019 q3')",0.02243816666305065
1404,MO,2019 q3,3020,0.6163508570061547,Mr. Nik Modi,0.2325535556690547,male,RBC Capital Markets,"('MO', '2019 q3')",0.020989008247852325
1405,PEP,2019 q3,3020,0.6135075327849432,Mr. Nik Modi,0.4363465004116845,male,RBC Capital Markets,"('PEP', '2019 q3')",0.0
1406,STZ,2019 q3,3020,0.4514815872831914,Mr. Nik Modi,0.0967782377412638,male,RBC Capital Markets,"('STZ', '2019 q3')",0.0
1407,CAG,2019 q3,3020,0.4802057976096799,Mr. Sonia Vora,0.3876369076642162,male,"Morningstar, Inc.","('CAG', '2019 q3')",0.0
1408,PEP,2019 q3,3020,0.6135075327849432,Mr. Sonia Vora,0.6680401542174371,male,"Morningstar, Inc.","('PEP', '2019 q3')",0.0
1409,CAG,2019 q3,3020,0.4802057976096799,Mr. David S. Palmer,0.233037081019703,male,EVERCORE ISI,"('CAG', '2019 q3')",0.0
1410,CPB,2019 q3,3020,0.7468774931769,Mr. David S. Palmer,0.4254838521866887,male,EVERCORE ISI,"('CPB', '2019 q3')",0.0
1411,KHC,2019 q3,3020,0.486079785486327,Mr. David S. Palmer,0.166542073896997,male,EVERCORE ISI,"('KHC', '2019 q3')",0.0
1412,CAG,2019 q3,3020,0.4802057976096799,Mr. Andrew Lazar,0.4507170045864375,male,Barclays,"('CAG', '2019 q3')",0.016010494902729988
1413,HSY,2019 q3,3020,0.4985716157141431,Mr. Andrew Lazar,0.2271290797836742,male,Barclays,"('HSY', '2019 q3')",0.0
1414,K,2019 q3,3020,0.5698344514449178,Mr. Andrew Lazar,0.3011602439609721,male,Barclays,"('K', '2019 q3')",0.0
1415,KHC,2019 q3,3020,0.486079785486327,Mr. Andrew Lazar,0.1597804670367415,male,Barclays,"('KHC', '2019 q3')",0.0
1416,SJM,2019 q3,3020,0.3427780742577698,Mr. Andrew Lazar,0.2345834541339926,male,Barclays,"('SJM', '2019 q3')",0.0
1417,CAG,2019 q3,3020,0.4802057976096799,Ms. Rebecca S. Scheuneman,0.3769736688059448,female,"Morningstar, Inc.","('CAG', '2019 q3')",0.0
1418,HRL,2019 q3,3020,0.4053395284996367,Ms. Rebecca S. Scheuneman,0.54510346874203,female,"Morningstar, Inc.","('HRL', '2019 q3')",0.0
1419,SJM,2019 q3,3020,0.3427780742577698,Ms. Rebecca S. Scheuneman,0.4024686013806094,female,"Morningstar, Inc.","('SJM', '2019 q3')",0.0
1420,CPB,2019 q3,3020,0.7468774931769,Mr Rob Dickerson,0.7689326766301371,male,Deutsche Bank,"('CPB', '2019 q3')",0.0
1421,HSY,2019 q3,3020,0.4985716157141431,Mr Rob Dickerson,0.6692202479613686,male,Deutsche Bank,"('HSY', '2019 q3')",0.0
1422,K,2019 q3,3020,0.5698344514449178,Mr Rob Dickerson,0.9533462875980566,male,Deutsche Bank,"('K', '2019 q3')",0.0
1423,KHC,2019 q3,3020,0.486079785486327,Mr Rob Dickerson,0.8789770032106144,male,Deutsche Bank,"('KHC', '2019 q3')",0.0
1424,MDLZ,2019 q3,3020,0.5409312407015665,Mr Rob Dickerson,0.8953571892100873,male,Deutsche Bank,"('MDLZ', '2019 q3')",0.0
1425,CPB,2019 q3,3020,0.7468774931769,Erin Lash,0.7801030079511326,female,"Morningstar, Inc.","('CPB', '2019 q3')",0.0
1426,HSY,2019 q3,3020,0.4985716157141431,Erin Lash,0.5804062158419886,female,"Morningstar, Inc.","('HSY', '2019 q3')",0.011111111690600714
1427,K,2019 q3,3020,0.5698344514449178,Erin Lash,0.6374297150047135,female,"Morningstar, Inc.","('K', '2019 q3')",0.0
1428,KHC,2019 q3,3020,0.486079785486327,Erin Lash,0.5093415420127392,female,"Morningstar, Inc.","('KHC', '2019 q3')",0.01666666753590107
1429,KO,2019 q3,3020,0.6266576420407142,Erin Lash,0.7317016182774378,female,"Morningstar, Inc.","('KO', '2019 q3')",0.01666666753590107
1430,MDLZ,2019 q3,3020,0.5409312407015665,Erin Lash,0.7476758021795358,female,"Morningstar, Inc.","('MDLZ', '2019 q3')",0.0
1431,MKC,2019 q3,3020,0.8835706848837197,Erin Lash,0.8627700846241504,female,"Morningstar, Inc.","('MKC', '2019 q3')",0.0
1432,PEP,2019 q3,3020,0.6135075327849432,Erin Lash,0.4825178605505206,female,"Morningstar, Inc.","('PEP', '2019 q3')",0.011111111690600714
1433,CPB,2019 q3,3020,0.7468774931769,Mr. Michael S. Lavery,0.4697365609887927,male,Piper Sandler Companies,"('CPB', '2019 q3')",0.03334442526102066
1434,HRL,2019 q3,3020,0.4053395284996367,Mr. Michael S. Lavery,0.2181601548812038,male,Piper Sandler Companies,"('HRL', '2019 q3')",0.0
1435,HSY,2019 q3,3020,0.4985716157141431,Mr. Michael S. Lavery,0.2174196089495129,male,Piper Sandler Companies,"('HSY', '2019 q3')",0.0
1436,K,2019 q3,3020,0.5698344514449178,Mr. Michael S. Lavery,0.3067668199074438,male,Piper Sandler Companies,"('K', '2019 q3')",0.0
1437,KHC,2019 q3,3020,0.486079785486327,Mr. Michael S. Lavery,0.1718452241096358,male,Piper Sandler Companies,"('KHC', '2019 q3')",0.0
1438,MDLZ,2019 q3,3020,0.5409312407015665,Mr. Michael S. Lavery,0.2904134362106582,male,Piper Sandler Companies,"('MDLZ', '2019 q3')",0.0
1439,MO,2019 q3,3020,0.6163508570061547,Mr. Michael S. Lavery,0.2558696265588814,male,Piper Sandler Companies,"('MO', '2019 q3')",0.014251988381147385
1440,PM,2019 q3,3020,0.5206243232170622,Mr. Michael S. Lavery,0.3025229949519205,male,Piper Sandler Companies,"('PM', '2019 q3')",0.0
1441,TSN,2019 q3,3020,0.0,Mr. Michael S. Lavery,,male,Piper Sandler Companies,"('TSN', '2019 q3')",0.03333333507180214
1442,CPB,2019 q3,3020,0.7468774931769,SADIF Research,0.9860591978711614,Not a person,Sadif Analytics Prime,"('CPB', '2019 q3')",0.9781464338302612
1443,MKC,2019 q3,3020,0.8835706848837197,SADIF Research,0.95584633358978,Not a person,Sadif Analytics Prime,"('MKC', '2019 q3')",0.9783070683479309
1444,MO,2019 q3,3020,0.6163508570061547,SADIF Research,0.9880124810676952,Not a person,Sadif Analytics Prime,"('MO', '2019 q3')",0.9698843955993652
1445,HRL,2019 q3,3020,0.4053395284996367,Benjamin M. Theurer,0.3091061372102885,male,Barclays,"('HRL', '2019 q3')",0.0
1446,HRL,2019 q3,3020,0.4053395284996367,Mr. Ben Bienvenu,0.1498979343124902,male,Stephens Inc.,"('HRL', '2019 q3')",0.0
1447,HRL,2019 q3,3020,0.4053395284996367,Mr. Rupesh Parikh,0.2756283499771345,male,"Oppenheimer & Co., Inc.","('HRL', '2019 q3')",0.0
1448,HSY,2019 q3,3020,0.4985716157141431,Mr. Brian D. Callen,0.2682254145776076,male,BofA Global Research,"('HSY', '2019 q3')",0.013655810616910458
1449,K,2019 q3,3020,0.5698344514449178,Mr. Laurent Grandet,0.1655170507727723,male,Guggenheim Securities LLC,"('K', '2019 q3')",0.0
1450,KHC,2019 q3,3020,0.486079785486327,Mr. Laurent Grandet,0.2361367312657147,male,Guggenheim Securities LLC,"('KHC', '2019 q3')",0.0
1451,KO,2019 q3,3020,0.6266576420407142,Mr. Laurent Grandet,0.1762783272849743,male,Guggenheim Securities LLC,"('KO', '2019 q3')",0.0
1452,MDLZ,2019 q3,3020,0.5409312407015665,Mr. Laurent Grandet,0.1538546795811531,male,Guggenheim Securities LLC,"('MDLZ', '2019 q3')",0.0
1453,MNST,2019 q3,3020,0.5852084385948848,Mr. Laurent Grandet,0.1606206492079779,male,Guggenheim Securities LLC,"('MNST', '2019 q3')",0.0
1454,PEP,2019 q3,3020,0.6135075327849432,Mr. Laurent Grandet,0.1826393308114866,male,Guggenheim Securities LLC,"('PEP', '2019 q3')",0.0
1455,SJM,2019 q3,3020,0.3427780742577698,Mr. Laurent Grandet,0.3184864454213486,male,Guggenheim Securities LLC,"('SJM', '2019 q3')",0.0
1456,STZ,2019 q3,3020,0.4514815872831914,Mr. Laurent Grandet,0.1484046659650362,male,Guggenheim Securities LLC,"('STZ', '2019 q3')",0.0
1457,TAP,2019 q3,3020,0.6690914367147933,Mr. Laurent Grandet,0.2558089029655402,male,Guggenheim Securities LLC,"('TAP', '2019 q3')",0.0
1458,K,2019 q3,3020,0.5698344514449178,"Mr. Timothy S. Ramey, CFA",0.2699020268039607,male,Pivotal Research Group,"('K', '2019 q3')",0.0
1459,KHC,2019 q3,3020,0.486079785486327,"Mr. James Targett, CFA",0.1771489915701027,male,Berenberg,"('KHC', '2019 q3')",0.0
1460,MDLZ,2019 q3,3020,0.5409312407015665,"Mr. James Targett, CFA",0.1622610990820726,male,Berenberg,"('MDLZ', '2019 q3')",0.0
1461,KHC,2019 q3,3020,0.486079785486327,Scott A. Mushkin,0.2690571347847168,male,Wolfe Research,"('KHC', '2019 q3')",0.0
1462,SJM,2019 q3,3020,0.3427780742577698,Scott A. Mushkin,0.2271663350945963,male,Wolfe Research,"('SJM', '2019 q3')",0.0
1463,KO,2019 q3,3020,0.6266576420407142,Mr. Kaumil S. Gajrawala,0.3259645530977191,male,Credit Suisse,"('KO', '2019 q3')",0.0
1464,MNST,2019 q3,3020,0.5852084385948848,Mr. Kaumil S. Gajrawala,0.5223063411610012,male,Credit Suisse,"('MNST', '2019 q3')",0.0
1465,PEP,2019 q3,3020,0.6135075327849432,Mr. Kaumil S. Gajrawala,0.4186088647294915,male,Credit Suisse,"('PEP', '2019 q3')",0.0
1466,STZ,2019 q3,3020,0.4514815872831914,Mr. Kaumil S. Gajrawala,0.2597708483045336,male,Credit Suisse,"('STZ', '2019 q3')",0.0
1467,TAP,2019 q3,3020,0.6690914367147933,Mr. Kaumil S. Gajrawala,0.3413136681992902,male,Credit Suisse,"('TAP', '2019 q3')",0.0
1468,KO,2019 q3,3020,0.6266576420407142,Ms. Lauren R. Lieberman,0.745048580145054,female,Barclays,"('KO', '2019 q3')",0.0
1469,PEP,2019 q3,3020,0.6135075327849432,Ms. Lauren R. Lieberman,0.8167903654871517,female,Barclays,"('PEP', '2019 q3')",0.0
1470,STZ,2019 q3,3020,0.4514815872831914,Ms. Lauren R. Lieberman,0.1615993315861178,female,Barclays,"('STZ', '2019 q3')",0.0
1471,KO,2019 q3,3020,0.6266576420407142,Mr. Nicholas Johnson,0.724198945833037,male,"Morningstar, Inc.","('KO', '2019 q3')",0.0
1472,KO,2019 q3,3020,0.6266576420407142,"Kevin M. Grundy, CPA",0.2741709131738989,male,Jefferies,"('KO', '2019 q3')",0.0
1473,MNST,2019 q3,3020,0.5852084385948848,"Kevin M. Grundy, CPA",0.5876207536495742,male,Jefferies,"('MNST', '2019 q3')",0.0
1474,STZ,2019 q3,3020,0.4514815872831914,"Kevin M. Grundy, CPA",0.0941302780337838,male,Jefferies,"('STZ', '2019 q3')",0.0
1475,TAP,2019 q3,3020,0.6690914367147933,"Kevin M. Grundy, CPA",0.2758395857875453,male,Jefferies,"('TAP', '2019 q3')",0.0
1476,KO,2019 q3,3020,0.6266576420407142,Ms. Vivien N. Azer,0.7463277550783699,female,Cowen and Company,"('KO', '2019 q3')",0.0
1477,MNST,2019 q3,3020,0.5852084385948848,Ms. Vivien N. Azer,0.6282094019128106,female,Cowen and Company,"('MNST', '2019 q3')",0.0
1478,MO,2019 q3,3020,0.6163508570061547,Ms. Vivien N. Azer,0.5947864691205267,female,Cowen and Company,"('MO', '2019 q3')",0.0
1479,PEP,2019 q3,3020,0.6135075327849432,Ms. Vivien N. Azer,0.5657255993724263,female,Cowen and Company,"('PEP', '2019 q3')",0.0
1480,PM,2019 q3,3020,0.5206243232170622,Ms. Vivien N. Azer,0.6997577745165872,female,Cowen and Company,"('PM', '2019 q3')",0.0
1481,TAP,2019 q3,3020,0.6690914367147933,Ms. Vivien N. Azer,0.8444827728446206,female,Cowen and Company,"('TAP', '2019 q3')",0.0
1482,KO,2019 q3,3020,0.6266576420407142,Michael Wilson,0.7196297253498491,male,Morgan Stanley,"('KO', '2019 q3')",0.017113883048295975
1483,KO,2019 q3,3020,0.6266576420407142,"Mr. William B. Chappell, CFA",0.1376183035426886,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2019 q3')",0.0
1484,MNST,2019 q3,3020,0.5852084385948848,"Mr. William B. Chappell, CFA",0.1439333263570309,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2019 q3')",0.016408463940024376
1485,PEP,2019 q3,3020,0.6135075327849432,"Mr. William B. Chappell, CFA",0.1652239522432987,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2019 q3')",0.0
1486,STZ,2019 q3,3020,0.4514815872831914,"Mr. William B. Chappell, CFA",0.2090920572437788,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2019 q3')",0.0
1487,KO,2019 q3,3020,0.6266576420407142,Research Department,0.3015672615504142,Not a person,Trefis,"('KO', '2019 q3')",0.0
1488,PEP,2019 q3,3020,0.6135075327849432,Research Department,0.239971035885991,Not a person,Trefis,"('PEP', '2019 q3')",0.0
1489,PM,2019 q3,3020,0.5206243232170622,Research Department,0.2220344070573081,Not a person,Trefis,"('PM', '2019 q3')",0.0
1490,KO,2019 q3,3020,0.6266576420407142,Mr. Carlos A. Laboy,0.2261120234248578,male,HSBC,"('KO', '2019 q3')",0.0
1491,STZ,2019 q3,3020,0.4514815872831914,Mr. Carlos A. Laboy,0.2112878358318773,male,HSBC,"('STZ', '2019 q3')",0.0
1492,KO,2019 q3,3020,0.6266576420407142,Mr. Robert E. Ottenstein,0.2346747423378026,male,EVERCORE ISI,"('KO', '2019 q3')",0.014121180400252342
1493,MNST,2019 q3,3020,0.5852084385948848,Mr. Robert E. Ottenstein,0.2582750410901553,male,EVERCORE ISI,"('MNST', '2019 q3')",0.036112600937485695
1494,PEP,2019 q3,3020,0.6135075327849432,Mr. Robert E. Ottenstein,0.2070161949717351,male,EVERCORE ISI,"('PEP', '2019 q3')",0.0
1495,STZ,2019 q3,3020,0.4514815872831914,Mr. Robert E. Ottenstein,0.6352450988199687,male,EVERCORE ISI,"('STZ', '2019 q3')",0.03333333507180214
1496,MDLZ,2019 q3,3020,0.5409312407015665,Steven Strycula,0.2233826243785591,male,UBS Equities,"('MDLZ', '2019 q3')",0.0
1497,MDLZ,2019 q3,3020,0.5409312407015665,"Mr. Kenneth B. Zaslow, CFA",0.1795539575618058,male,BMO Capital Markets,"('MDLZ', '2019 q3')",0.0
1498,MKC,2019 q3,3020,0.8835706848837197,Mr. Ken B. Goldman,0.7598842315581547,male,JPMorgan,"('MKC', '2019 q3')",0.03577922470867634
1499,MNST,2019 q3,3020,0.5852084385948848,Zain Akbari,0.5419996845878039,male,"Morningstar, Inc.","('MNST', '2019 q3')",0.0
1500,MO,2019 q3,3020,0.6163508570061547,Ms. Pamela Kaufman,0.2827076812891238,female,Morgan Stanley,"('MO', '2019 q3')",0.0
1501,PM,2019 q3,3020,0.5206243232170622,Ms. Pamela Kaufman,0.2489888824295128,female,Morgan Stanley,"('PM', '2019 q3')",0.0
1502,MO,2019 q3,3020,0.6163508570061547,Lisa K. Lewandowski,0.1845886008105176,female,BofA Global Research,"('MO', '2019 q3')",0.011111111690600714
1503,PM,2019 q3,3020,0.5206243232170622,Lisa K. Lewandowski,0.2828703423633718,female,BofA Global Research,"('PM', '2019 q3')",0.0
1504,MO,2019 q3,3020,0.6163508570061547,Mr. Philip Gorham,0.4628618664556514,male,"Morningstar, Inc.","('MO', '2019 q3')",0.0
1505,PM,2019 q3,3020,0.5206243232170622,Mr. Philip Gorham,0.3765548975591042,male,"Morningstar, Inc.","('PM', '2019 q3')",0.0
1506,MO,2019 q3,3020,0.6163508570061547,Mr. Ryan Tomkins,0.443284227561792,male,Jefferies,"('MO', '2019 q3')",0.0
1507,PM,2019 q3,3020,0.5206243232170622,Mr. Pieter Vorster,0.291302803852759,male,Credit Suisse,"('PM', '2019 q3')",0.0
1508,PM,2019 q3,3020,0.5206243232170622,Bonnie L. Herzog,0.7099219588730378,female,"Wells Fargo Securities, LLC","('PM', '2019 q3')",0.03333333507180214
1509,PM,2019 q3,3020,0.5206243232170622,Mr. Eamonn Ferry,0.2289429660923828,male,Exane BNP Paribas,"('PM', '2019 q3')",0.0
1510,SJM,2019 q3,3020,0.3427780742577698,"Mr. Jon R. Andersen, CFA",0.1660706176290652,male,William Blair & Company,"('SJM', '2019 q3')",0.0
1511,STZ,2019 q3,3020,0.4514815872831914,"Mr. Amit Sharma, CFA",0.0960160606089736,male,BMO Capital Markets,"('STZ', '2019 q3')",0.0
1512,STZ,2019 q3,3020,0.4514815872831914,"Ms. Andrea F. Teixeira, CFA",0.2018485544544423,female,JPMorgan,"('STZ', '2019 q3')",0.0
1513,STZ,2019 q3,3020,0.4514815872831914,Mr. Mitul Girotra,0.3587452629518861,male,Societe Generale,"('STZ', '2019 q3')",0.0
1514,TAP,2019 q3,3020,0.6690914367147933,Mr. Mitul Girotra,0.7249272265383438,male,Societe Generale,"('TAP', '2019 q3')",0.0
1515,STZ,2019 q3,3020,0.4514815872831914,Mr. Sean King,0.3604134272833493,male,UBS Equities,"('STZ', '2019 q3')",0.0
1516,TAP,2019 q3,3020,0.6690914367147933,"Ms. Jaime M. M. Katz, CFA",0.6178815427640493,female,"Morningstar, Inc.","('TAP', '2019 q3')",0.011111111690600714
1517,ADM,2019 q4,3020,0.4443478311784465,Arun Sundaram,0.4730787136216552,male,CFRA Equity Research,"('ADM', '2019 q4')",0.0
1518,CAG,2019 q4,3020,0.3752827621214177,Arun Sundaram,0.5784398031356461,male,CFRA Equity Research,"('CAG', '2019 q4')",0.0
1519,CPB,2019 q4,3020,0.6071195152788471,Arun Sundaram,0.6678000225202678,male,CFRA Equity Research,"('CPB', '2019 q4')",0.0
1520,HRL,2019 q4,3020,0.4195646184324679,Arun Sundaram,0.5084726522526432,male,CFRA Equity Research,"('HRL', '2019 q4')",0.0
1521,HSY,2019 q4,3020,0.4887927588037284,Arun Sundaram,0.5884325473020198,male,CFRA Equity Research,"('HSY', '2019 q4')",0.0
1522,K,2019 q4,3020,0.4897969298599816,Arun Sundaram,0.6338165059102462,male,CFRA Equity Research,"('K', '2019 q4')",0.0
1523,KHC,2019 q4,3020,0.4421789777878906,Arun Sundaram,0.476026954932742,male,CFRA Equity Research,"('KHC', '2019 q4')",0.0
1524,MDLZ,2019 q4,3020,0.6220626121822652,Arun Sundaram,0.7318494124009921,male,CFRA Equity Research,"('MDLZ', '2019 q4')",0.0
1525,MKC,2019 q4,3020,0.6845430782876966,Arun Sundaram,0.7514716649972594,male,CFRA Equity Research,"('MKC', '2019 q4')",0.0
1526,SJM,2019 q4,3020,0.4561372229168714,Arun Sundaram,0.4808055067709935,male,CFRA Equity Research,"('SJM', '2019 q4')",0.0
1527,ADM,2019 q4,3020,0.4443478311784465,Mr. Robert B. Moskow,0.5080786548173125,male,Credit Suisse,"('ADM', '2019 q4')",0.0
1528,CAG,2019 q4,3020,0.3752827621214177,Mr. Robert B. Moskow,0.1581235659340978,male,Credit Suisse,"('CAG', '2019 q4')",0.0
1529,CPB,2019 q4,3020,0.6071195152788471,Mr. Robert B. Moskow,0.3001273741404615,male,Credit Suisse,"('CPB', '2019 q4')",0.0
1530,HRL,2019 q4,3020,0.4195646184324679,Mr. Robert B. Moskow,0.2222417528516904,male,Credit Suisse,"('HRL', '2019 q4')",0.0
1531,K,2019 q4,3020,0.4897969298599816,Mr. Robert B. Moskow,0.1474497374957758,male,Credit Suisse,"('K', '2019 q4')",0.0
1532,KHC,2019 q4,3020,0.4421789777878906,Mr. Robert B. Moskow,0.2249647776341881,male,Credit Suisse,"('KHC', '2019 q4')",0.0
1533,MKC,2019 q4,3020,0.6845430782876966,Mr. Robert B. Moskow,0.5729092189984996,male,Credit Suisse,"('MKC', '2019 q4')",0.0
1534,SJM,2019 q4,3020,0.4561372229168714,Mr. Robert B. Moskow,0.2428306604244553,male,Credit Suisse,"('SJM', '2019 q4')",0.0
1535,ADM,2019 q4,3020,0.4443478311784465,Mr. Vincent Andrews,0.2470685586564336,male,Morgan Stanley,"('ADM', '2019 q4')",0.0
1536,ADM,2019 q4,3020,0.4443478311784465,Mr. Seth Goldstein,0.4149236742714701,male,"Morningstar, Inc.","('ADM', '2019 q4')",0.0
1537,ADM,2019 q4,3020,0.4443478311784465,Mr. Ben Bienvenu,0.237709977833179,male,Stephens Inc.,"('ADM', '2019 q4')",0.0
1538,HRL,2019 q4,3020,0.4195646184324679,Mr. Ben Bienvenu,0.1819321523982058,male,Stephens Inc.,"('HRL', '2019 q4')",0.0
1539,BFb,2019 q4,3020,0.5998748397908654,Mr. Gaurav Jain,0.5825894589097856,male,Barclays,"('BFb', '2019 q4')",0.02006339095532894
1540,MO,2019 q4,3020,0.5597842140602747,Mr. Gaurav Jain,0.1589017292256391,male,Barclays,"('MO', '2019 q4')",0.0
1541,PM,2019 q4,3020,0.4472855089712967,Mr. Gaurav Jain,0.1517976256719483,male,Barclays,"('PM', '2019 q4')",0.0
1542,BFb,2019 q4,3020,0.5998748397908654,Mr. Nik Modi,0.4209250121499585,male,RBC Capital Markets,"('BFb', '2019 q4')",0.0
1543,CAG,2019 q4,3020,0.3752827621214177,Mr. Nik Modi,0.1748685906450298,male,RBC Capital Markets,"('CAG', '2019 q4')",0.011111111690600714
1544,CPB,2019 q4,3020,0.6071195152788471,Mr. Nik Modi,0.262151581423408,male,RBC Capital Markets,"('CPB', '2019 q4')",0.0
1545,HSY,2019 q4,3020,0.4887927588037284,Mr. Nik Modi,0.2064895538070849,male,RBC Capital Markets,"('HSY', '2019 q4')",0.01666666753590107
1546,K,2019 q4,3020,0.4897969298599816,Mr. Nik Modi,0.1632341011434226,male,RBC Capital Markets,"('K', '2019 q4')",0.0
1547,MDLZ,2019 q4,3020,0.6220626121822652,Mr. Nik Modi,0.1864390646352423,male,RBC Capital Markets,"('MDLZ', '2019 q4')",0.026272043585777283
1548,MNST,2019 q4,3020,0.5065128948606167,Mr. Nik Modi,0.197860062074245,male,RBC Capital Markets,"('MNST', '2019 q4')",0.039612891152501106
1549,MO,2019 q4,3020,0.5597842140602747,Mr. Nik Modi,0.1663593569878285,male,RBC Capital Markets,"('MO', '2019 q4')",0.0
1550,STZ,2019 q4,3020,0.5064231062131266,Mr. Nik Modi,0.1332433474024875,male,RBC Capital Markets,"('STZ', '2019 q4')",0.0
1551,BFb,2019 q4,3020,0.5998748397908654,Bryan D. Spillane,0.4166499774193166,male,BofA Global Research,"('BFb', '2019 q4')",0.005658889189362526
1552,CAG,2019 q4,3020,0.3752827621214177,Bryan D. Spillane,0.2362421757273092,male,BofA Global Research,"('CAG', '2019 q4')",0.0
1553,CPB,2019 q4,3020,0.6071195152788471,Bryan D. Spillane,0.4330847204925274,male,BofA Global Research,"('CPB', '2019 q4')",0.0
1554,HSY,2019 q4,3020,0.4887927588037284,Bryan D. Spillane,0.1999842336694474,male,BofA Global Research,"('HSY', '2019 q4')",0.0
1555,K,2019 q4,3020,0.4897969298599816,Bryan D. Spillane,0.2081333965044267,male,BofA Global Research,"('K', '2019 q4')",0.01666666753590107
1556,KHC,2019 q4,3020,0.4421789777878906,Bryan D. Spillane,0.1501650429634473,male,BofA Global Research,"('KHC', '2019 q4')",0.0
1557,KO,2019 q4,3020,0.5662000651672353,Bryan D. Spillane,0.1857334384935846,male,BofA Global Research,"('KO', '2019 q4')",0.0
1558,MDLZ,2019 q4,3020,0.6220626121822652,Bryan D. Spillane,0.2990684639078758,male,BofA Global Research,"('MDLZ', '2019 q4')",0.0
1559,SJM,2019 q4,3020,0.4561372229168714,Bryan D. Spillane,0.4396128360900396,male,BofA Global Research,"('SJM', '2019 q4')",0.0
1560,STZ,2019 q4,3020,0.5064231062131266,Bryan D. Spillane,0.4689677773895401,male,BofA Global Research,"('STZ', '2019 q4')",0.004761905010257449
1561,BFb,2019 q4,3020,0.5998748397908654,Garrett Nelson,0.7882891741819904,male,CFRA Equity Research,"('BFb', '2019 q4')",0.0
1562,KO,2019 q4,3020,0.5662000651672353,Garrett Nelson,0.4561981790702999,male,CFRA Equity Research,"('KO', '2019 q4')",0.0
1563,MNST,2019 q4,3020,0.5065128948606167,Garrett Nelson,0.5440191531204549,male,CFRA Equity Research,"('MNST', '2019 q4')",0.0
1564,MO,2019 q4,3020,0.5597842140602747,Garrett Nelson,0.4104342307655551,male,CFRA Equity Research,"('MO', '2019 q4')",0.0
1565,PEP,2019 q4,3020,0.6131300176762065,Garrett Nelson,0.5946425118005046,male,CFRA Equity Research,"('PEP', '2019 q4')",0.0
1566,PM,2019 q4,3020,0.4472855089712967,Garrett Nelson,0.4246265175624309,male,CFRA Equity Research,"('PM', '2019 q4')",0.0
1567,STZ,2019 q4,3020,0.5064231062131266,Garrett Nelson,0.5653743531450258,male,CFRA Equity Research,"('STZ', '2019 q4')",0.0
1568,TAP,2019 q4,3020,0.6687295679590219,Garrett Nelson,0.737373829048145,male,CFRA Equity Research,"('TAP', '2019 q4')",0.0
1569,BFb,2019 q4,3020,0.5998748397908654,"Mr. Dara W. Mohsenian, CFA",0.3431994849720308,male,Morgan Stanley,"('BFb', '2019 q4')",0.0
1570,K,2019 q4,3020,0.4897969298599816,"Mr. Dara W. Mohsenian, CFA",0.2605795105241159,male,Morgan Stanley,"('K', '2019 q4')",0.0
1571,KHC,2019 q4,3020,0.4421789777878906,"Mr. Dara W. Mohsenian, CFA",0.4280716482647916,male,Morgan Stanley,"('KHC', '2019 q4')",0.022434646263718605
1572,KO,2019 q4,3020,0.5662000651672353,"Mr. Dara W. Mohsenian, CFA",0.3534295649438829,male,Morgan Stanley,"('KO', '2019 q4')",0.0
1573,MDLZ,2019 q4,3020,0.6220626121822652,"Mr. Dara W. Mohsenian, CFA",0.215528771563678,male,Morgan Stanley,"('MDLZ', '2019 q4')",0.0
1574,MNST,2019 q4,3020,0.5065128948606167,"Mr. Dara W. Mohsenian, CFA",0.3355554458776402,male,Morgan Stanley,"('MNST', '2019 q4')",0.0
1575,PEP,2019 q4,3020,0.6131300176762065,"Mr. Dara W. Mohsenian, CFA",0.4098243302034716,male,Morgan Stanley,"('PEP', '2019 q4')",0.0
1576,STZ,2019 q4,3020,0.5064231062131266,"Mr. Dara W. Mohsenian, CFA",0.1489095327045224,male,Morgan Stanley,"('STZ', '2019 q4')",0.0
1577,TAP,2019 q4,3020,0.6687295679590219,"Mr. Dara W. Mohsenian, CFA",0.2990542959584039,male,Morgan Stanley,"('TAP', '2019 q4')",0.0
1578,BFb,2019 q4,3020,0.5998748397908654,"Mr. Javier Gonzalez Lastra, CFA",0.4903476049259628,male,Berenberg,"('BFb', '2019 q4')",0.0
1579,TAP,2019 q4,3020,0.6687295679590219,"Mr. Javier Gonzalez Lastra, CFA",0.5137230726541092,male,Berenberg,"('TAP', '2019 q4')",0.0
1580,CAG,2019 q4,3020,0.3752827621214177,Ms. Rebecca S. Scheuneman,0.5140538654727624,female,"Morningstar, Inc.","('CAG', '2019 q4')",0.0
1581,HRL,2019 q4,3020,0.4195646184324679,Ms. Rebecca S. Scheuneman,0.4642657949396694,female,"Morningstar, Inc.","('HRL', '2019 q4')",0.0
1582,SJM,2019 q4,3020,0.4561372229168714,Ms. Rebecca S. Scheuneman,0.7032541794004215,female,"Morningstar, Inc.","('SJM', '2019 q4')",0.03333333507180214
1583,CAG,2019 q4,3020,0.3752827621214177,Ms. Pamela Kaufman,0.348690563647715,female,Morgan Stanley,"('CAG', '2019 q4')",0.0
1584,MO,2019 q4,3020,0.5597842140602747,Ms. Pamela Kaufman,0.3054948726807066,female,Morgan Stanley,"('MO', '2019 q4')",0.0
1585,PM,2019 q4,3020,0.4472855089712967,Ms. Pamela Kaufman,0.4394002949630964,female,Morgan Stanley,"('PM', '2019 q4')",0.0
1586,SJM,2019 q4,3020,0.4561372229168714,Ms. Pamela Kaufman,0.2414031870099403,female,Morgan Stanley,"('SJM', '2019 q4')",0.0
1587,CAG,2019 q4,3020,0.3752827621214177,"Mr. William B. Chappell, CFA",0.1219838069322448,male,SunTrust Robinson Humphrey Capital Markets,"('CAG', '2019 q4')",0.035888176411390305
1588,KO,2019 q4,3020,0.5662000651672353,"Mr. William B. Chappell, CFA",0.1965016640644798,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2019 q4')",0.03564213216304779
1589,MNST,2019 q4,3020,0.5065128948606167,"Mr. William B. Chappell, CFA",0.2147379269572445,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2019 q4')",0.0
1590,PEP,2019 q4,3020,0.6131300176762065,"Mr. William B. Chappell, CFA",0.3607420806287604,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2019 q4')",0.0
1591,STZ,2019 q4,3020,0.5064231062131266,"Mr. William B. Chappell, CFA",0.1196303013492904,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2019 q4')",0.0
1592,CAG,2019 q4,3020,0.3752827621214177,Donald McLee,0.2015786251661756,male,Berenberg,"('CAG', '2019 q4')",0.0
1593,CAG,2019 q4,3020,0.3752827621214177,Mr. Steve Powers,0.1953117370230227,male,Deutsche Bank,"('CAG', '2019 q4')",0.01666666753590107
1594,CPB,2019 q4,3020,0.6071195152788471,Mr. Steve Powers,0.6126931263294321,male,Deutsche Bank,"('CPB', '2019 q4')",0.03333333507180214
1595,HSY,2019 q4,3020,0.4887927588037284,Mr. Steve Powers,0.7023006192240325,male,Deutsche Bank,"('HSY', '2019 q4')",0.03333333507180214
1596,K,2019 q4,3020,0.4897969298599816,Mr. Steve Powers,0.1294194666992072,male,Deutsche Bank,"('K', '2019 q4')",0.0
1597,MDLZ,2019 q4,3020,0.6220626121822652,Mr. Steve Powers,0.6449325160753406,male,Deutsche Bank,"('MDLZ', '2019 q4')",0.03333333507180214
1598,MO,2019 q4,3020,0.5597842140602747,Mr. Steve Powers,0.8400991836899033,male,Deutsche Bank,"('MO', '2019 q4')",0.0
1599,PEP,2019 q4,3020,0.6131300176762065,Mr. Steve Powers,0.902064682008082,male,Deutsche Bank,"('PEP', '2019 q4')",0.0
1600,STZ,2019 q4,3020,0.5064231062131266,Mr. Steve Powers,0.8708380474244412,male,Deutsche Bank,"('STZ', '2019 q4')",0.0
1601,TAP,2019 q4,3020,0.6687295679590219,Mr. Steve Powers,0.8646324381138011,male,Deutsche Bank,"('TAP', '2019 q4')",0.0
1602,CAG,2019 q4,3020,0.3752827621214177,Mr. Andrew Lazar,0.1837392007194818,male,Barclays,"('CAG', '2019 q4')",0.0
1603,CPB,2019 q4,3020,0.6071195152788471,Mr. Andrew Lazar,0.2618357048936942,male,Barclays,"('CPB', '2019 q4')",0.0
1604,K,2019 q4,3020,0.4897969298599816,Mr. Andrew Lazar,0.2715577123197324,male,Barclays,"('K', '2019 q4')",0.0
1605,MKC,2019 q4,3020,0.6845430782876966,Mr. Andrew Lazar,0.464668323078089,male,Barclays,"('MKC', '2019 q4')",0.0
1606,SJM,2019 q4,3020,0.4561372229168714,Mr. Andrew Lazar,0.2579319029057572,male,Barclays,"('SJM', '2019 q4')",0.0
1607,CAG,2019 q4,3020,0.3752827621214177,Mr. David S. Palmer,0.098008028809587,male,EVERCORE ISI,"('CAG', '2019 q4')",0.0
1608,CPB,2019 q4,3020,0.6071195152788471,Mr. David S. Palmer,0.2760430689588668,male,EVERCORE ISI,"('CPB', '2019 q4')",0.0
1609,HSY,2019 q4,3020,0.4887927588037284,Mr. David S. Palmer,0.1845338471208434,male,EVERCORE ISI,"('HSY', '2019 q4')",0.0
1610,K,2019 q4,3020,0.4897969298599816,Mr. David S. Palmer,0.1708951672935684,male,EVERCORE ISI,"('K', '2019 q4')",0.01666666753590107
1611,KHC,2019 q4,3020,0.4421789777878906,Mr. David S. Palmer,0.2141663998443851,male,EVERCORE ISI,"('KHC', '2019 q4')",0.0
1612,MDLZ,2019 q4,3020,0.6220626121822652,Mr. David S. Palmer,0.2557102946717171,male,EVERCORE ISI,"('MDLZ', '2019 q4')",0.0
1613,CPB,2019 q4,3020,0.6071195152788471,Mr. Michael S. Lavery,0.3223355622001836,male,Piper Sandler Companies,"('CPB', '2019 q4')",0.006492599379271269
1614,HRL,2019 q4,3020,0.4195646184324679,Mr. Michael S. Lavery,0.4011539456463172,male,Piper Sandler Companies,"('HRL', '2019 q4')",0.0
1615,HSY,2019 q4,3020,0.4887927588037284,Mr. Michael S. Lavery,0.2447634429549309,male,Piper Sandler Companies,"('HSY', '2019 q4')",0.0
1616,K,2019 q4,3020,0.4897969298599816,Mr. Michael S. Lavery,0.3761202075586455,male,Piper Sandler Companies,"('K', '2019 q4')",0.0
1617,KHC,2019 q4,3020,0.4421789777878906,Mr. Michael S. Lavery,0.2015813872476192,male,Piper Sandler Companies,"('KHC', '2019 q4')",0.0
1618,MDLZ,2019 q4,3020,0.6220626121822652,Mr. Michael S. Lavery,0.6052438609769785,male,Piper Sandler Companies,"('MDLZ', '2019 q4')",0.0
1619,MO,2019 q4,3020,0.5597842140602747,Mr. Michael S. Lavery,0.2375915084688142,male,Piper Sandler Companies,"('MO', '2019 q4')",0.004093344944218795
1620,CPB,2019 q4,3020,0.6071195152788471,Erin Lash,0.6680880696310654,female,"Morningstar, Inc.","('CPB', '2019 q4')",0.0
1621,HSY,2019 q4,3020,0.4887927588037284,Erin Lash,0.5684162926625005,female,"Morningstar, Inc.","('HSY', '2019 q4')",0.0
1622,K,2019 q4,3020,0.4897969298599816,Erin Lash,0.6631829057835965,female,"Morningstar, Inc.","('K', '2019 q4')",0.0
1623,KHC,2019 q4,3020,0.4421789777878906,Erin Lash,0.5730605971580535,female,"Morningstar, Inc.","('KHC', '2019 q4')",0.0
1624,MDLZ,2019 q4,3020,0.6220626121822652,Erin Lash,0.7241434424127019,female,"Morningstar, Inc.","('MDLZ', '2019 q4')",0.0
1625,MKC,2019 q4,3020,0.6845430782876966,Erin Lash,0.9068450602821972,female,"Morningstar, Inc.","('MKC', '2019 q4')",0.0
1626,CPB,2019 q4,3020,0.6071195152788471,"Mr. John J. Baumgartner, CFA",0.1939583936600079,male,"Wells Fargo Securities, LLC","('CPB', '2019 q4')",0.0
1627,HSY,2019 q4,3020,0.4887927588037284,"Mr. John J. Baumgartner, CFA",0.2759003936364146,male,"Wells Fargo Securities, LLC","('HSY', '2019 q4')",0.0
1628,K,2019 q4,3020,0.4897969298599816,"Mr. John J. Baumgartner, CFA",0.1451973607240999,male,"Wells Fargo Securities, LLC","('K', '2019 q4')",0.0
1629,KHC,2019 q4,3020,0.4421789777878906,"Mr. John J. Baumgartner, CFA",0.1559956933233733,male,"Wells Fargo Securities, LLC","('KHC', '2019 q4')",0.0
1630,MDLZ,2019 q4,3020,0.6220626121822652,"Mr. John J. Baumgartner, CFA",0.2695745508001271,male,"Wells Fargo Securities, LLC","('MDLZ', '2019 q4')",0.0
1631,SJM,2019 q4,3020,0.4561372229168714,"Mr. John J. Baumgartner, CFA",0.2362785794669652,male,"Wells Fargo Securities, LLC","('SJM', '2019 q4')",0.0
1632,CPB,2019 q4,3020,0.6071195152788471,SADIF Research,0.9826182094924124,Not a person,Sadif Analytics Prime,"('CPB', '2019 q4')",0.9779009222984314
1633,K,2019 q4,3020,0.4897969298599816,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('K', '2019 q4')",0.970938503742218
1634,KO,2019 q4,3020,0.5662000651672353,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KO', '2019 q4')",0.9780653119087219
1635,MDLZ,2019 q4,3020,0.6220626121822652,SADIF Research,0.9763089787448712,Not a person,Sadif Analytics Prime,"('MDLZ', '2019 q4')",0.9779009222984314
1636,MO,2019 q4,3020,0.5597842140602747,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MO', '2019 q4')",0.9695624113082886
1637,HRL,2019 q4,3020,0.4195646184324679,Benjamin M. Theurer,0.2111664810713924,male,Barclays,"('HRL', '2019 q4')",0.0
1638,HRL,2019 q4,3020,0.4195646184324679,Mr. Peter Galbo,0.1668780991166035,male,BofA Global Research,"('HRL', '2019 q4')",0.0
1639,TSN,2019 q4,3020,0.0,Mr. Peter Galbo,,male,BofA Global Research,"('TSN', '2019 q4')",0.0
1640,HRL,2019 q4,3020,0.4195646184324679,Mr. Rupesh Parikh,0.3497256082700164,male,"Oppenheimer & Co., Inc.","('HRL', '2019 q4')",0.0
1641,K,2019 q4,3020,0.4897969298599816,Mr. Laurent Grandet,0.1754705452162749,male,Guggenheim Securities LLC,"('K', '2019 q4')",0.0
1642,KHC,2019 q4,3020,0.4421789777878906,Mr. Laurent Grandet,0.4537551907536026,male,Guggenheim Securities LLC,"('KHC', '2019 q4')",0.0
1643,KO,2019 q4,3020,0.5662000651672353,Mr. Laurent Grandet,0.1338345333066304,male,Guggenheim Securities LLC,"('KO', '2019 q4')",0.0
1644,MDLZ,2019 q4,3020,0.6220626121822652,Mr. Laurent Grandet,0.4051058428565126,male,Guggenheim Securities LLC,"('MDLZ', '2019 q4')",0.0
1645,MNST,2019 q4,3020,0.5065128948606167,Mr. Laurent Grandet,0.2944441972983558,male,Guggenheim Securities LLC,"('MNST', '2019 q4')",0.0
1646,PEP,2019 q4,3020,0.6131300176762065,Mr. Laurent Grandet,0.1597122185683879,male,Guggenheim Securities LLC,"('PEP', '2019 q4')",0.0
1647,SJM,2019 q4,3020,0.4561372229168714,Mr. Laurent Grandet,0.1280200859464508,male,Guggenheim Securities LLC,"('SJM', '2019 q4')",0.0
1648,STZ,2019 q4,3020,0.5064231062131266,Mr. Laurent Grandet,0.1577559509316422,male,Guggenheim Securities LLC,"('STZ', '2019 q4')",0.0
1649,TAP,2019 q4,3020,0.6687295679590219,Mr. Laurent Grandet,0.2152416604272962,male,Guggenheim Securities LLC,"('TAP', '2019 q4')",0.0
1650,KHC,2019 q4,3020,0.4421789777878906,"Mr. James Targett, CFA",0.2733581511484267,male,Berenberg,"('KHC', '2019 q4')",0.0
1651,KO,2019 q4,3020,0.5662000651672353,Mr. Nicholas Johnson,0.566344694111101,male,"Morningstar, Inc.","('KO', '2019 q4')",0.0
1652,MNST,2019 q4,3020,0.5065128948606167,Mr. Nicholas Johnson,0.6329248545814966,male,"Morningstar, Inc.","('MNST', '2019 q4')",0.005650076394279798
1653,PEP,2019 q4,3020,0.6131300176762065,Mr. Nicholas Johnson,0.6705177019105015,male,"Morningstar, Inc.","('PEP', '2019 q4')",0.011111111690600714
1654,TAP,2019 q4,3020,0.6687295679590219,Mr. Nicholas Johnson,0.4957182608268692,male,"Morningstar, Inc.","('TAP', '2019 q4')",0.0
1655,KO,2019 q4,3020,0.5662000651672353,Mr. Kaumil S. Gajrawala,0.392393923949294,male,Credit Suisse,"('KO', '2019 q4')",0.0
1656,PEP,2019 q4,3020,0.6131300176762065,Mr. Kaumil S. Gajrawala,0.4296487558328042,male,Credit Suisse,"('PEP', '2019 q4')",0.006320659536868334
1657,STZ,2019 q4,3020,0.5064231062131266,Mr. Kaumil S. Gajrawala,0.277377350212884,male,Credit Suisse,"('STZ', '2019 q4')",0.0
1658,KO,2019 q4,3020,0.5662000651672353,Ms. Lauren R. Lieberman,0.6212913069191851,female,Barclays,"('KO', '2019 q4')",0.0
1659,PEP,2019 q4,3020,0.6131300176762065,Ms. Lauren R. Lieberman,0.5749551776626359,female,Barclays,"('PEP', '2019 q4')",0.0
1660,STZ,2019 q4,3020,0.5064231062131266,Ms. Lauren R. Lieberman,0.7142800542057967,female,Barclays,"('STZ', '2019 q4')",0.0
1661,TAP,2019 q4,3020,0.6687295679590219,Ms. Lauren R. Lieberman,0.3779505621298591,female,Barclays,"('TAP', '2019 q4')",0.0
1662,KO,2019 q4,3020,0.5662000651672353,Bonnie L. Herzog,0.1800431276951353,female,"Wells Fargo Securities, LLC","('KO', '2019 q4')",0.01666666753590107
1663,MNST,2019 q4,3020,0.5065128948606167,Bonnie L. Herzog,0.219093485862475,female,"Wells Fargo Securities, LLC","('MNST', '2019 q4')",0.0
1664,STZ,2019 q4,3020,0.5064231062131266,Bonnie L. Herzog,0.1334748957116633,female,"Wells Fargo Securities, LLC","('STZ', '2019 q4')",0.0
1665,KO,2019 q4,3020,0.5662000651672353,Ms. Vivien N. Azer,0.5270682130830928,female,Cowen and Company,"('KO', '2019 q4')",0.0
1666,MNST,2019 q4,3020,0.5065128948606167,Ms. Vivien N. Azer,0.5875513290714417,female,Cowen and Company,"('MNST', '2019 q4')",0.0
1667,MO,2019 q4,3020,0.5597842140602747,Ms. Vivien N. Azer,0.5748361762811982,female,Cowen and Company,"('MO', '2019 q4')",0.0
1668,PM,2019 q4,3020,0.4472855089712967,Ms. Vivien N. Azer,0.7165218385426002,female,Cowen and Company,"('PM', '2019 q4')",0.0
1669,STZ,2019 q4,3020,0.5064231062131266,Ms. Vivien N. Azer,0.5516881549373406,female,Cowen and Company,"('STZ', '2019 q4')",0.0
1670,TAP,2019 q4,3020,0.6687295679590219,Ms. Vivien N. Azer,0.7671719358648865,female,Cowen and Company,"('TAP', '2019 q4')",0.0
1671,KO,2019 q4,3020,0.5662000651672353,"Kevin M. Grundy, CPA",0.32126321799459,male,Jefferies,"('KO', '2019 q4')",0.0
1672,MNST,2019 q4,3020,0.5065128948606167,"Kevin M. Grundy, CPA",0.3810420255607119,male,Jefferies,"('MNST', '2019 q4')",0.0
1673,PEP,2019 q4,3020,0.6131300176762065,"Kevin M. Grundy, CPA",0.1513577903629067,male,Jefferies,"('PEP', '2019 q4')",0.0
1674,STZ,2019 q4,3020,0.5064231062131266,"Kevin M. Grundy, CPA",0.1372512714391588,male,Jefferies,"('STZ', '2019 q4')",0.0
1675,TAP,2019 q4,3020,0.6687295679590219,"Kevin M. Grundy, CPA",0.3452811961488857,male,Jefferies,"('TAP', '2019 q4')",0.0
1676,KO,2019 q4,3020,0.5662000651672353,Research Department,0.2950347643587103,Not a person,Trefis,"('KO', '2019 q4')",0.0
1677,PM,2019 q4,3020,0.4472855089712967,Research Department,0.189470480890832,Not a person,Trefis,"('PM', '2019 q4')",0.0
1678,MDLZ,2019 q4,3020,0.6220626121822652,Steven Strycula,0.2034900248540887,male,UBS Equities,"('MDLZ', '2019 q4')",0.0
1679,MKC,2019 q4,3020,0.6845430782876966,Steven Strycula,0.3739850368800306,male,UBS Equities,"('MKC', '2019 q4')",0.020714647136628628
1680,MKC,2019 q4,3020,0.6845430782876966,Ms. Faiza Alwy,0.5847923227693947,female,Deutsche Bank,"('MKC', '2019 q4')",0.03333333507180214
1681,SJM,2019 q4,3020,0.4561372229168714,Ms. Faiza Alwy,0.2753861927744773,female,Deutsche Bank,"('SJM', '2019 q4')",0.0
1682,MKC,2019 q4,3020,0.6845430782876966,Mr. Ken B. Goldman,0.3852149818615998,male,JPMorgan,"('MKC', '2019 q4')",0.0
1683,MO,2019 q4,3020,0.5597842140602747,Mr. Philip Gorham,0.3955180934414127,male,"Morningstar, Inc.","('MO', '2019 q4')",0.0
1684,PM,2019 q4,3020,0.4472855089712967,Mr. Philip Gorham,0.3912905906097217,male,"Morningstar, Inc.","('PM', '2019 q4')",0.0
1685,MO,2019 q4,3020,0.5597842140602747,Mr. Owen Bennett,0.2345101279440174,male,Jefferies,"('MO', '2019 q4')",0.0
1686,PM,2019 q4,3020,0.4472855089712967,Mr. Owen Bennett,0.1875695621421277,male,Jefferies,"('PM', '2019 q4')",0.02027406170964241
1687,MO,2019 q4,3020,0.5597842140602747,Lisa K. Lewandowski,0.1429402353888765,female,BofA Global Research,"('MO', '2019 q4')",0.0
1688,PM,2019 q4,3020,0.4472855089712967,Lisa K. Lewandowski,0.1814287405311716,female,BofA Global Research,"('PM', '2019 q4')",0.0
1689,PEP,2019 q4,3020,0.6131300176762065,Mr. Arthur Reeves,0.4164757155941699,male,Barclays,"('PEP', '2019 q4')",0.017433354631066322
1690,STZ,2019 q4,3020,0.5064231062131266,Mr. Sean King,0.1754294149754342,male,UBS Equities,"('STZ', '2019 q4')",0.0
1691,STZ,2019 q4,3020,0.5064231062131266,"Mr. R.J. J. Hottovy, Jr",0.6405627610735405,male,"Morningstar, Inc.","('STZ', '2019 q4')",0.0
1692,STZ,2019 q4,3020,0.5064231062131266,Bill Kirk,0.1989088995953834,male,MKM Partners,"('STZ', '2019 q4')",0.0
1693,STZ,2019 q4,3020,0.5064231062131266,Mr. Robert E. Ottenstein,0.3580999180196037,male,EVERCORE ISI,"('STZ', '2019 q4')",0.006666667014360428
1694,TAP,2019 q4,3020,0.6687295679590219,Mr. Robert E. Ottenstein,0.2452258634145776,male,EVERCORE ISI,"('TAP', '2019 q4')",0.0
1695,STZ,2019 q4,3020,0.5064231062131266,"Ms. Andrea F. Teixeira, CFA",0.1777487195881746,female,JPMorgan,"('STZ', '2019 q4')",0.0
1696,STZ,2019 q4,3020,0.5064231062131266,Mr. Carlos A. Laboy,0.2798805342163371,male,HSBC,"('STZ', '2019 q4')",0.0
1697,STZ,2019 q4,3020,0.5064231062131266,"Mr. Amit Sharma, CFA",0.2003813049075672,male,BMO Capital Markets,"('STZ', '2019 q4')",0.0
1698,TAP,2019 q4,3020,0.6687295679590219,"Ms. Jaime M. M. Katz, CFA",0.8032904364059146,female,"Morningstar, Inc.","('TAP', '2019 q4')",0.0
1699,ADM,2020 q1,3020,0.472604110121139,Mr. Vincent Andrews,0.3727191814000273,male,Morgan Stanley,"('ADM', '2020 q1')",0.0025577927008271217
1700,ADM,2020 q1,3020,0.472604110121139,Arun Sundaram,0.558945882907697,male,CFRA Equity Research,"('ADM', '2020 q1')",0.0
1701,CAG,2020 q1,3020,0.5102608522586565,Arun Sundaram,0.600172030784203,male,CFRA Equity Research,"('CAG', '2020 q1')",0.0025875214487314224
1702,CPB,2020 q1,3020,0.5978581619035914,Arun Sundaram,0.6840088964029739,male,CFRA Equity Research,"('CPB', '2020 q1')",0.0
1703,HRL,2020 q1,3020,0.518166600007654,Arun Sundaram,0.5742192655946473,male,CFRA Equity Research,"('HRL', '2020 q1')",0.0
1704,HSY,2020 q1,3020,0.400110979443509,Arun Sundaram,0.5995300854365692,male,CFRA Equity Research,"('HSY', '2020 q1')",0.0
1705,K,2020 q1,3020,0.4922781434582913,Arun Sundaram,0.6859771921433168,male,CFRA Equity Research,"('K', '2020 q1')",0.0
1706,KHC,2020 q1,3020,0.59404409595693,Arun Sundaram,0.6651403294357147,male,CFRA Equity Research,"('KHC', '2020 q1')",0.013569116592407227
1707,MDLZ,2020 q1,3020,0.3859905188045941,Arun Sundaram,0.739337560212939,male,CFRA Equity Research,"('MDLZ', '2020 q1')",0.0
1708,MKC,2020 q1,3020,0.6171231273320152,Arun Sundaram,0.7262429129897153,male,CFRA Equity Research,"('MKC', '2020 q1')",0.0
1709,SJM,2020 q1,3020,0.5964467211838391,Arun Sundaram,0.5196321507109694,male,CFRA Equity Research,"('SJM', '2020 q1')",0.0
1710,ADM,2020 q1,3020,0.472604110121139,Mr. Ben Bienvenu,0.2618510260454644,male,Stephens Inc.,"('ADM', '2020 q1')",0.0
1711,HRL,2020 q1,3020,0.518166600007654,Mr. Ben Bienvenu,0.2192881049622664,male,Stephens Inc.,"('HRL', '2020 q1')",0.0
1712,ADM,2020 q1,3020,0.472604110121139,Mr. Seth Goldstein,0.5144454012513309,male,"Morningstar, Inc.","('ADM', '2020 q1')",0.0
1713,ADM,2020 q1,3020,0.472604110121139,Mr. Robert B. Moskow,0.3033440911820276,male,Credit Suisse,"('ADM', '2020 q1')",0.010766453109681606
1714,CAG,2020 q1,3020,0.5102608522586565,Mr. Robert B. Moskow,0.2011784111873514,male,Credit Suisse,"('CAG', '2020 q1')",0.0
1715,CPB,2020 q1,3020,0.5978581619035914,Mr. Robert B. Moskow,0.2591070285507865,male,Credit Suisse,"('CPB', '2020 q1')",0.0
1716,HRL,2020 q1,3020,0.518166600007654,Mr. Robert B. Moskow,0.2591333201114423,male,Credit Suisse,"('HRL', '2020 q1')",0.0
1717,HSY,2020 q1,3020,0.400110979443509,Mr. Robert B. Moskow,0.185890555754367,male,Credit Suisse,"('HSY', '2020 q1')",0.0
1718,K,2020 q1,3020,0.4922781434582913,Mr. Robert B. Moskow,0.17526784604154,male,Credit Suisse,"('K', '2020 q1')",0.0
1719,KHC,2020 q1,3020,0.59404409595693,Mr. Robert B. Moskow,0.3187144151997346,male,Credit Suisse,"('KHC', '2020 q1')",0.0
1720,MDLZ,2020 q1,3020,0.3859905188045941,Mr. Robert B. Moskow,0.2525334149556898,male,Credit Suisse,"('MDLZ', '2020 q1')",0.0
1721,MKC,2020 q1,3020,0.6171231273320152,Mr. Robert B. Moskow,0.4202318382752413,male,Credit Suisse,"('MKC', '2020 q1')",0.0
1722,SJM,2020 q1,3020,0.5964467211838391,Mr. Robert B. Moskow,0.227430348578239,male,Credit Suisse,"('SJM', '2020 q1')",0.0
1723,BFb,2020 q1,3020,0.6093660091813172,Mr. Gaurav Jain,0.574051804744687,male,Barclays,"('BFb', '2020 q1')",0.0
1724,MO,2020 q1,3020,0.6219641042024477,Mr. Gaurav Jain,0.224341248052503,male,Barclays,"('MO', '2020 q1')",0.027487642131745815
1725,PM,2020 q1,3020,0.4234897041666373,Mr. Gaurav Jain,0.1178748201861276,male,Barclays,"('PM', '2020 q1')",0.009552535600960255
1726,BFb,2020 q1,3020,0.6093660091813172,Bryan D. Spillane,0.3002525256336415,male,BofA Global Research,"('BFb', '2020 q1')",0.0
1727,CAG,2020 q1,3020,0.5102608522586565,Bryan D. Spillane,0.2963714867188298,male,BofA Global Research,"('CAG', '2020 q1')",0.0
1728,CPB,2020 q1,3020,0.5978581619035914,Bryan D. Spillane,0.2536948169073933,male,BofA Global Research,"('CPB', '2020 q1')",0.0
1729,HSY,2020 q1,3020,0.400110979443509,Bryan D. Spillane,0.2385037446621683,male,BofA Global Research,"('HSY', '2020 q1')",0.0
1730,K,2020 q1,3020,0.4922781434582913,Bryan D. Spillane,0.2187440037069597,male,BofA Global Research,"('K', '2020 q1')",0.0
1731,KHC,2020 q1,3020,0.59404409595693,Bryan D. Spillane,0.6204571344491963,male,BofA Global Research,"('KHC', '2020 q1')",0.03333333507180214
1732,KO,2020 q1,3020,0.4615979947067194,Bryan D. Spillane,0.1579996330827489,male,BofA Global Research,"('KO', '2020 q1')",0.0
1733,MDLZ,2020 q1,3020,0.3859905188045941,Bryan D. Spillane,0.3209856007610419,male,BofA Global Research,"('MDLZ', '2020 q1')",0.0
1734,PEP,2020 q1,3020,0.6221927510341727,Bryan D. Spillane,0.1480514619172256,male,BofA Global Research,"('PEP', '2020 q1')",0.0
1735,SJM,2020 q1,3020,0.5964467211838391,Bryan D. Spillane,0.2756340723366157,male,BofA Global Research,"('SJM', '2020 q1')",0.0
1736,STZ,2020 q1,3020,0.4817264486201584,Bryan D. Spillane,0.13529971148945,male,BofA Global Research,"('STZ', '2020 q1')",0.0
1737,BFb,2020 q1,3020,0.6093660091813172,"Mr. Dara W. Mohsenian, CFA",0.4040849082286379,male,Morgan Stanley,"('BFb', '2020 q1')",0.0
1738,K,2020 q1,3020,0.4922781434582913,"Mr. Dara W. Mohsenian, CFA",0.2425757366778099,male,Morgan Stanley,"('K', '2020 q1')",0.0
1739,KHC,2020 q1,3020,0.59404409595693,"Mr. Dara W. Mohsenian, CFA",0.3842386058320499,male,Morgan Stanley,"('KHC', '2020 q1')",0.0
1740,KO,2020 q1,3020,0.4615979947067194,"Mr. Dara W. Mohsenian, CFA",0.2572537326678666,male,Morgan Stanley,"('KO', '2020 q1')",0.0
1741,MDLZ,2020 q1,3020,0.3859905188045941,"Mr. Dara W. Mohsenian, CFA",0.1205072070616642,male,Morgan Stanley,"('MDLZ', '2020 q1')",0.0
1742,MNST,2020 q1,3020,0.622039757646238,"Mr. Dara W. Mohsenian, CFA",0.2824940896100983,male,Morgan Stanley,"('MNST', '2020 q1')",0.0
1743,PEP,2020 q1,3020,0.6221927510341727,"Mr. Dara W. Mohsenian, CFA",0.3156053221734305,male,Morgan Stanley,"('PEP', '2020 q1')",0.0
1744,STZ,2020 q1,3020,0.4817264486201584,"Mr. Dara W. Mohsenian, CFA",0.182899986858377,male,Morgan Stanley,"('STZ', '2020 q1')",0.0
1745,BFb,2020 q1,3020,0.6093660091813172,Garrett Nelson,0.8276992515943233,male,CFRA Equity Research,"('BFb', '2020 q1')",0.0
1746,KO,2020 q1,3020,0.4615979947067194,Garrett Nelson,0.4839155840327545,male,CFRA Equity Research,"('KO', '2020 q1')",0.0
1747,MNST,2020 q1,3020,0.622039757646238,Garrett Nelson,0.6242984745751619,male,CFRA Equity Research,"('MNST', '2020 q1')",0.005474901292473078
1748,MO,2020 q1,3020,0.6219641042024477,Garrett Nelson,0.501675592246554,male,CFRA Equity Research,"('MO', '2020 q1')",0.0
1749,PEP,2020 q1,3020,0.6221927510341727,Garrett Nelson,0.5258390773048063,male,CFRA Equity Research,"('PEP', '2020 q1')",0.0
1750,PM,2020 q1,3020,0.4234897041666373,Garrett Nelson,0.4860003164429361,male,CFRA Equity Research,"('PM', '2020 q1')",0.0
1751,STZ,2020 q1,3020,0.4817264486201584,Garrett Nelson,0.6008353843733956,male,CFRA Equity Research,"('STZ', '2020 q1')",0.0
1752,TAP,2020 q1,3020,0.8058610091692038,Garrett Nelson,0.8091635349498592,male,CFRA Equity Research,"('TAP', '2020 q1')",0.0
1753,BFb,2020 q1,3020,0.6093660091813172,"Mr. Javier Gonzalez Lastra, CFA",0.5597709541960891,male,Berenberg,"('BFb', '2020 q1')",0.0
1754,TAP,2020 q1,3020,0.8058610091692038,"Mr. Javier Gonzalez Lastra, CFA",0.5866827723936701,male,Berenberg,"('TAP', '2020 q1')",0.0
1755,CAG,2020 q1,3020,0.5102608522586565,Mr. Nik Modi,0.1558195093024634,male,RBC Capital Markets,"('CAG', '2020 q1')",0.0
1756,CPB,2020 q1,3020,0.5978581619035914,Mr. Nik Modi,0.2087209971564853,male,RBC Capital Markets,"('CPB', '2020 q1')",0.0
1757,K,2020 q1,3020,0.4922781434582913,Mr. Nik Modi,0.1579532670969628,male,RBC Capital Markets,"('K', '2020 q1')",0.0
1758,KO,2020 q1,3020,0.4615979947067194,Mr. Nik Modi,0.0980217464591829,male,RBC Capital Markets,"('KO', '2020 q1')",0.0
1759,MDLZ,2020 q1,3020,0.3859905188045941,Mr. Nik Modi,0.1186023128579924,male,RBC Capital Markets,"('MDLZ', '2020 q1')",0.02104046940803528
1760,PEP,2020 q1,3020,0.6221927510341727,Mr. Nik Modi,0.320340151012212,male,RBC Capital Markets,"('PEP', '2020 q1')",0.0
1761,STZ,2020 q1,3020,0.4817264486201584,Mr. Nik Modi,0.1585428183836319,male,RBC Capital Markets,"('STZ', '2020 q1')",0.0
1762,CAG,2020 q1,3020,0.5102608522586565,"Mr. William B. Chappell, CFA",0.1724664213767918,male,SunTrust Robinson Humphrey Capital Markets,"('CAG', '2020 q1')",0.024872566107660532
1763,KO,2020 q1,3020,0.4615979947067194,"Mr. William B. Chappell, CFA",0.1175620605036552,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2020 q1')",0.008050092495977879
1764,MNST,2020 q1,3020,0.622039757646238,"Mr. William B. Chappell, CFA",0.3708499736442789,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2020 q1')",0.0
1765,PEP,2020 q1,3020,0.6221927510341727,"Mr. William B. Chappell, CFA",0.2026118027917348,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2020 q1')",0.0
1766,STZ,2020 q1,3020,0.4817264486201584,"Mr. William B. Chappell, CFA",0.0862404319765395,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2020 q1')",0.0
1767,CAG,2020 q1,3020,0.5102608522586565,Mr. David S. Palmer,0.2180177156352615,male,EVERCORE ISI,"('CAG', '2020 q1')",0.0
1768,CPB,2020 q1,3020,0.5978581619035914,Mr. David S. Palmer,0.2099474869001945,male,EVERCORE ISI,"('CPB', '2020 q1')",0.0
1769,HSY,2020 q1,3020,0.400110979443509,Mr. David S. Palmer,0.1744244152793558,male,EVERCORE ISI,"('HSY', '2020 q1')",0.0
1770,K,2020 q1,3020,0.4922781434582913,Mr. David S. Palmer,0.3612340724869144,male,EVERCORE ISI,"('K', '2020 q1')",0.01666666753590107
1771,KHC,2020 q1,3020,0.59404409595693,Mr. David S. Palmer,0.19524833951205,male,EVERCORE ISI,"('KHC', '2020 q1')",0.0
1772,MDLZ,2020 q1,3020,0.3859905188045941,Mr. David S. Palmer,0.1718013747545817,male,EVERCORE ISI,"('MDLZ', '2020 q1')",0.0
1773,CAG,2020 q1,3020,0.5102608522586565,Mr. Steve Powers,0.948576287889364,male,Deutsche Bank,"('CAG', '2020 q1')",0.011111111690600714
1774,CPB,2020 q1,3020,0.5978581619035914,Mr. Steve Powers,0.5888717655876654,male,Deutsche Bank,"('CPB', '2020 q1')",0.03333333507180214
1775,K,2020 q1,3020,0.4922781434582913,Mr. Steve Powers,0.9175314172690384,male,Deutsche Bank,"('K', '2020 q1')",0.0
1776,KHC,2020 q1,3020,0.59404409595693,Mr. Steve Powers,0.8886833919173613,male,Deutsche Bank,"('KHC', '2020 q1')",0.0
1777,KO,2020 q1,3020,0.4615979947067194,Mr. Steve Powers,0.7526734594754612,male,Deutsche Bank,"('KO', '2020 q1')",0.0
1778,MO,2020 q1,3020,0.6219641042024477,Mr. Steve Powers,0.8187793079874058,male,Deutsche Bank,"('MO', '2020 q1')",0.0
1779,PEP,2020 q1,3020,0.6221927510341727,Mr. Steve Powers,0.8312467116536878,male,Deutsche Bank,"('PEP', '2020 q1')",0.0
1780,STZ,2020 q1,3020,0.4817264486201584,Mr. Steve Powers,0.8138664641764092,male,Deutsche Bank,"('STZ', '2020 q1')",0.0
1781,TAP,2020 q1,3020,0.8058610091692038,Mr. Steve Powers,0.9441355050374596,male,Deutsche Bank,"('TAP', '2020 q1')",0.0
1782,CAG,2020 q1,3020,0.5102608522586565,Ms. Rebecca S. Scheuneman,0.5434917394393565,female,"Morningstar, Inc.","('CAG', '2020 q1')",0.0
1783,HRL,2020 q1,3020,0.518166600007654,Ms. Rebecca S. Scheuneman,0.4915323354758297,female,"Morningstar, Inc.","('HRL', '2020 q1')",0.0
1784,SJM,2020 q1,3020,0.5964467211838391,Ms. Rebecca S. Scheuneman,0.5010064734596897,female,"Morningstar, Inc.","('SJM', '2020 q1')",0.005269860848784447
1785,TSN,2020 q1,3020,0.0,Ms. Rebecca S. Scheuneman,,female,"Morningstar, Inc.","('TSN', '2020 q1')",0.0
1786,CAG,2020 q1,3020,0.5102608522586565,Mr Rob Dickerson,0.2596577411737821,male,Jefferies,"('CAG', '2020 q1')",0.0
1787,CPB,2020 q1,3020,0.5978581619035914,Mr Rob Dickerson,0.2944680759553371,male,Jefferies,"('CPB', '2020 q1')",0.0
1788,HSY,2020 q1,3020,0.400110979443509,Mr Rob Dickerson,0.2646273914379968,male,Jefferies,"('HSY', '2020 q1')",0.0
1789,K,2020 q1,3020,0.4922781434582913,Mr Rob Dickerson,0.1604499288835042,male,Jefferies,"('K', '2020 q1')",0.0
1790,KHC,2020 q1,3020,0.59404409595693,Mr Rob Dickerson,0.4414634190867655,male,Jefferies,"('KHC', '2020 q1')",0.0
1791,MDLZ,2020 q1,3020,0.3859905188045941,Mr Rob Dickerson,0.1047837396724224,male,Jefferies,"('MDLZ', '2020 q1')",0.0
1792,MKC,2020 q1,3020,0.6171231273320152,Mr Rob Dickerson,0.2907856071016682,male,Jefferies,"('MKC', '2020 q1')",0.0
1793,SJM,2020 q1,3020,0.5964467211838391,Mr Rob Dickerson,0.3141026273486802,male,Jefferies,"('SJM', '2020 q1')",0.0
1794,CAG,2020 q1,3020,0.5102608522586565,Ms. Pamela Kaufman,0.3736370501525565,female,Morgan Stanley,"('CAG', '2020 q1')",0.0
1795,MO,2020 q1,3020,0.6219641042024477,Ms. Pamela Kaufman,0.3815197752202651,female,Morgan Stanley,"('MO', '2020 q1')",0.0
1796,PM,2020 q1,3020,0.4234897041666373,Ms. Pamela Kaufman,0.3637201075124674,female,Morgan Stanley,"('PM', '2020 q1')",0.0
1797,CAG,2020 q1,3020,0.5102608522586565,Mr. Andrew Lazar,0.2306759208192838,male,Barclays,"('CAG', '2020 q1')",0.0
1798,CPB,2020 q1,3020,0.5978581619035914,Mr. Andrew Lazar,0.5709442664111654,male,Barclays,"('CPB', '2020 q1')",0.0
1799,HSY,2020 q1,3020,0.400110979443509,Mr. Andrew Lazar,0.1080020445669036,male,Barclays,"('HSY', '2020 q1')",0.0
1800,K,2020 q1,3020,0.4922781434582913,Mr. Andrew Lazar,0.1836644059885829,male,Barclays,"('K', '2020 q1')",0.0
1801,MDLZ,2020 q1,3020,0.3859905188045941,Mr. Andrew Lazar,0.2799727424928445,male,Barclays,"('MDLZ', '2020 q1')",0.0
1802,MKC,2020 q1,3020,0.6171231273320152,Mr. Andrew Lazar,0.3136711785232262,male,Barclays,"('MKC', '2020 q1')",0.0
1803,SJM,2020 q1,3020,0.5964467211838391,Mr. Andrew Lazar,0.2071047908600183,male,Barclays,"('SJM', '2020 q1')",0.0
1804,CPB,2020 q1,3020,0.5978581619035914,Erin Lash,0.7026831351769516,female,"Morningstar, Inc.","('CPB', '2020 q1')",0.0
1805,HSY,2020 q1,3020,0.400110979443509,Erin Lash,0.6393544759235346,female,"Morningstar, Inc.","('HSY', '2020 q1')",0.0
1806,K,2020 q1,3020,0.4922781434582913,Erin Lash,0.7063364380278006,female,"Morningstar, Inc.","('K', '2020 q1')",0.0
1807,KHC,2020 q1,3020,0.59404409595693,Erin Lash,0.560997260566158,female,"Morningstar, Inc.","('KHC', '2020 q1')",0.0
1808,MDLZ,2020 q1,3020,0.3859905188045941,Erin Lash,0.6465218963194821,female,"Morningstar, Inc.","('MDLZ', '2020 q1')",0.0
1809,MKC,2020 q1,3020,0.6171231273320152,Erin Lash,0.7829798637557743,female,"Morningstar, Inc.","('MKC', '2020 q1')",0.0
1810,CPB,2020 q1,3020,0.5978581619035914,SADIF Research,0.9605060035079712,Not a person,Sadif Analytics Prime,"('CPB', '2020 q1')",0.9781465530395508
1811,SJM,2020 q1,3020,0.5964467211838391,SADIF Research,0.9761426314432482,Not a person,Sadif Analytics Prime,"('SJM', '2020 q1')",0.9501461982727051
1812,CPB,2020 q1,3020,0.5978581619035914,"Mr. John J. Baumgartner, CFA",0.2039182745780906,male,"Wells Fargo Securities, LLC","('CPB', '2020 q1')",0.010256028734147549
1813,HSY,2020 q1,3020,0.400110979443509,"Mr. John J. Baumgartner, CFA",0.1631890106045178,male,"Wells Fargo Securities, LLC","('HSY', '2020 q1')",0.0
1814,K,2020 q1,3020,0.4922781434582913,"Mr. John J. Baumgartner, CFA",0.1282158371108624,male,"Wells Fargo Securities, LLC","('K', '2020 q1')",0.0
1815,KHC,2020 q1,3020,0.59404409595693,"Mr. John J. Baumgartner, CFA",0.1978638676967881,male,"Wells Fargo Securities, LLC","('KHC', '2020 q1')",0.0
1816,MDLZ,2020 q1,3020,0.3859905188045941,"Mr. John J. Baumgartner, CFA",0.131495720399467,male,"Wells Fargo Securities, LLC","('MDLZ', '2020 q1')",0.0
1817,SJM,2020 q1,3020,0.5964467211838391,"Mr. John J. Baumgartner, CFA",0.2951680917871628,male,"Wells Fargo Securities, LLC","('SJM', '2020 q1')",0.0
1818,CPB,2020 q1,3020,0.5978581619035914,Mr. Brian D. Callen,0.1954585586544212,male,BofA Global Research,"('CPB', '2020 q1')",0.011766660027205944
1819,MKC,2020 q1,3020,0.6171231273320152,Mr. Brian D. Callen,0.2834464510924911,male,BofA Global Research,"('MKC', '2020 q1')",0.009631043765693903
1820,CPB,2020 q1,3020,0.5978581619035914,Mr. Michael S. Lavery,0.3678228296729346,male,Piper Sandler Companies,"('CPB', '2020 q1')",0.0
1821,HRL,2020 q1,3020,0.518166600007654,Mr. Michael S. Lavery,0.4985530787814059,male,Piper Sandler Companies,"('HRL', '2020 q1')",0.0
1822,HSY,2020 q1,3020,0.400110979443509,Mr. Michael S. Lavery,0.2042813797909186,male,Piper Sandler Companies,"('HSY', '2020 q1')",0.0
1823,K,2020 q1,3020,0.4922781434582913,Mr. Michael S. Lavery,0.3236656287758731,male,Piper Sandler Companies,"('K', '2020 q1')",0.0
1824,KHC,2020 q1,3020,0.59404409595693,Mr. Michael S. Lavery,0.2740295485189052,male,Piper Sandler Companies,"('KHC', '2020 q1')",0.0
1825,MDLZ,2020 q1,3020,0.3859905188045941,Mr. Michael S. Lavery,0.1806665904261229,male,Piper Sandler Companies,"('MDLZ', '2020 q1')",0.0
1826,MO,2020 q1,3020,0.6219641042024477,Mr. Michael S. Lavery,0.2674734020568782,male,Piper Sandler Companies,"('MO', '2020 q1')",0.007346614574392636
1827,PM,2020 q1,3020,0.4234897041666373,Mr. Michael S. Lavery,0.1556423515715689,male,Piper Sandler Companies,"('PM', '2020 q1')",0.0
1828,CPB,2020 q1,3020,0.5978581619035914,Virginia M. Chambless,0.4722177235772186,female,JPMorgan Econ & FI,"('CPB', '2020 q1')",0.05514740198850632
1829,HRL,2020 q1,3020,0.518166600007654,Mr. Peter Galbo,0.2303268077034231,male,BofA Global Research,"('HRL', '2020 q1')",0.0
1830,MKC,2020 q1,3020,0.6171231273320152,Mr. Peter Galbo,0.2774107315891865,male,BofA Global Research,"('MKC', '2020 q1')",0.011111111690600714
1831,HRL,2020 q1,3020,0.518166600007654,Benjamin M. Theurer,0.6091085425141377,male,Barclays,"('HRL', '2020 q1')",0.0
1832,K,2020 q1,3020,0.4922781434582913,Mr. Laurent Grandet,0.1151760350733456,male,Guggenheim Securities LLC,"('K', '2020 q1')",0.0
1833,KO,2020 q1,3020,0.4615979947067194,Mr. Laurent Grandet,0.1960190771315815,male,Guggenheim Securities LLC,"('KO', '2020 q1')",0.0
1834,MDLZ,2020 q1,3020,0.3859905188045941,Mr. Laurent Grandet,0.2383336864751103,male,Guggenheim Securities LLC,"('MDLZ', '2020 q1')",0.0
1835,MNST,2020 q1,3020,0.622039757646238,Mr. Laurent Grandet,0.3591823024342644,male,Guggenheim Securities LLC,"('MNST', '2020 q1')",0.0
1836,PEP,2020 q1,3020,0.6221927510341727,Mr. Laurent Grandet,0.1483107058455423,male,Guggenheim Securities LLC,"('PEP', '2020 q1')",0.0
1837,STZ,2020 q1,3020,0.4817264486201584,Mr. Laurent Grandet,0.2757519012121773,male,Guggenheim Securities LLC,"('STZ', '2020 q1')",0.0
1838,KHC,2020 q1,3020,0.59404409595693,"Mr. James Targett, CFA",0.3073111642948846,male,Berenberg,"('KHC', '2020 q1')",0.0
1839,MDLZ,2020 q1,3020,0.3859905188045941,"Mr. James Targett, CFA",0.1471748854416409,male,Berenberg,"('MDLZ', '2020 q1')",0.0
1840,KO,2020 q1,3020,0.4615979947067194,Mr. Carlos A. Laboy,0.2142338617208847,male,HSBC,"('KO', '2020 q1')",0.006570164114236832
1841,STZ,2020 q1,3020,0.4817264486201584,Mr. Carlos A. Laboy,0.3875752295328197,male,HSBC,"('STZ', '2020 q1')",0.030855471268296242
1842,KO,2020 q1,3020,0.4615979947067194,Mr. Nicholas Johnson,0.5015505964833161,male,"Morningstar, Inc.","('KO', '2020 q1')",0.0
1843,MNST,2020 q1,3020,0.622039757646238,Mr. Nicholas Johnson,0.6051382459578449,male,"Morningstar, Inc.","('MNST', '2020 q1')",0.0
1844,PEP,2020 q1,3020,0.6221927510341727,Mr. Nicholas Johnson,0.5661115225933214,male,"Morningstar, Inc.","('PEP', '2020 q1')",0.008333333767950535
1845,STZ,2020 q1,3020,0.4817264486201584,Mr. Nicholas Johnson,0.57528893511189,male,"Morningstar, Inc.","('STZ', '2020 q1')",0.0
1846,TAP,2020 q1,3020,0.8058610091692038,Mr. Nicholas Johnson,0.7161701071856714,male,"Morningstar, Inc.","('TAP', '2020 q1')",0.0
1847,KO,2020 q1,3020,0.4615979947067194,Ms. Lauren R. Lieberman,0.2807990075101121,female,Barclays,"('KO', '2020 q1')",0.0
1848,PEP,2020 q1,3020,0.6221927510341727,Ms. Lauren R. Lieberman,0.7744330835214712,female,Barclays,"('PEP', '2020 q1')",0.0
1849,STZ,2020 q1,3020,0.4817264486201584,Ms. Lauren R. Lieberman,0.1571912773925026,female,Barclays,"('STZ', '2020 q1')",0.0
1850,TAP,2020 q1,3020,0.8058610091692038,Ms. Lauren R. Lieberman,0.7159373460570635,female,Barclays,"('TAP', '2020 q1')",0.0
1851,KO,2020 q1,3020,0.4615979947067194,Research Department,0.2455697163149313,Not a person,Trefis,"('KO', '2020 q1')",0.0
1852,PEP,2020 q1,3020,0.6221927510341727,Research Department,0.3192646594200262,Not a person,Trefis,"('PEP', '2020 q1')",0.0
1853,PM,2020 q1,3020,0.4234897041666373,Research Department,0.1917079758878147,Not a person,Trefis,"('PM', '2020 q1')",0.0
1854,KO,2020 q1,3020,0.4615979947067194,Mr. Kaumil S. Gajrawala,0.3602165389927072,male,Credit Suisse,"('KO', '2020 q1')",0.012989415787160397
1855,PEP,2020 q1,3020,0.6221927510341727,Mr. Kaumil S. Gajrawala,0.4352234339199788,male,Credit Suisse,"('PEP', '2020 q1')",0.0
1856,STZ,2020 q1,3020,0.4817264486201584,Mr. Kaumil S. Gajrawala,0.2517896503479586,male,Credit Suisse,"('STZ', '2020 q1')",0.0
1857,TAP,2020 q1,3020,0.8058610091692038,Mr. Kaumil S. Gajrawala,0.685521592374268,male,Credit Suisse,"('TAP', '2020 q1')",0.0
1858,KO,2020 q1,3020,0.4615979947067194,Mr. Robert E. Ottenstein,0.09515714322409,male,EVERCORE ISI,"('KO', '2020 q1')",0.0
1859,PEP,2020 q1,3020,0.6221927510341727,Mr. Robert E. Ottenstein,0.6534176168458977,male,EVERCORE ISI,"('PEP', '2020 q1')",0.0
1860,STZ,2020 q1,3020,0.4817264486201584,Mr. Robert E. Ottenstein,0.1630289370899832,male,EVERCORE ISI,"('STZ', '2020 q1')",0.008333333767950535
1861,KO,2020 q1,3020,0.4615979947067194,"Kevin M. Grundy, CPA",0.296260712411341,male,Jefferies,"('KO', '2020 q1')",0.0
1862,MNST,2020 q1,3020,0.622039757646238,"Kevin M. Grundy, CPA",0.6346067691957535,male,Jefferies,"('MNST', '2020 q1')",0.0
1863,PEP,2020 q1,3020,0.6221927510341727,"Kevin M. Grundy, CPA",0.3299305537759886,male,Jefferies,"('PEP', '2020 q1')",0.0
1864,STZ,2020 q1,3020,0.4817264486201584,"Kevin M. Grundy, CPA",0.147966060918484,male,Jefferies,"('STZ', '2020 q1')",0.0
1865,TAP,2020 q1,3020,0.8058610091692038,"Kevin M. Grundy, CPA",0.5801808778562154,male,Jefferies,"('TAP', '2020 q1')",0.0
1866,KO,2020 q1,3020,0.4615979947067194,Ms. Vivien N. Azer,0.5509484833192176,female,Cowen and Company,"('KO', '2020 q1')",0.0
1867,MNST,2020 q1,3020,0.622039757646238,Ms. Vivien N. Azer,0.7123183333399741,female,Cowen and Company,"('MNST', '2020 q1')",0.0
1868,MO,2020 q1,3020,0.6219641042024477,Ms. Vivien N. Azer,0.8471001485968084,female,Cowen and Company,"('MO', '2020 q1')",0.0
1869,PEP,2020 q1,3020,0.6221927510341727,Ms. Vivien N. Azer,0.7331298494733658,female,Cowen and Company,"('PEP', '2020 q1')",0.0
1870,PM,2020 q1,3020,0.4234897041666373,Ms. Vivien N. Azer,0.2109254084707094,female,Cowen and Company,"('PM', '2020 q1')",0.0
1871,STZ,2020 q1,3020,0.4817264486201584,Ms. Vivien N. Azer,0.4382446359550512,female,Cowen and Company,"('STZ', '2020 q1')",0.0
1872,MDLZ,2020 q1,3020,0.3859905188045941,"Mr. Kenneth B. Zaslow, CFA",0.1664408076765668,male,BMO Capital Markets,"('MDLZ', '2020 q1')",0.0
1873,MDLZ,2020 q1,3020,0.3859905188045941,Steven Strycula,0.1098363428042017,male,UBS Equities,"('MDLZ', '2020 q1')",0.0
1874,MKC,2020 q1,3020,0.6171231273320152,Steven Strycula,0.3392487842802885,male,UBS Equities,"('MKC', '2020 q1')",0.007809375179931521
1875,MKC,2020 q1,3020,0.6171231273320152,Mr. Ken B. Goldman,0.3450419343823068,male,JPMorgan,"('MKC', '2020 q1')",0.0
1876,MKC,2020 q1,3020,0.6171231273320152,Ms. Faiza Alwy,0.9274393465921836,female,Deutsche Bank,"('MKC', '2020 q1')",0.0
1877,SJM,2020 q1,3020,0.5964467211838391,Ms. Faiza Alwy,0.938966383735036,female,Deutsche Bank,"('SJM', '2020 q1')",0.0
1878,MO,2020 q1,3020,0.6219641042024477,Lisa K. Lewandowski,0.3099753980929254,female,BofA Global Research,"('MO', '2020 q1')",0.011111111690600714
1879,PM,2020 q1,3020,0.4234897041666373,Lisa K. Lewandowski,0.1950661596389408,female,BofA Global Research,"('PM', '2020 q1')",0.0
1880,MO,2020 q1,3020,0.6219641042024477,Mr. Philip Gorham,0.6259847946776259,male,"Morningstar, Inc.","('MO', '2020 q1')",0.0
1881,PM,2020 q1,3020,0.4234897041666373,Mr. Philip Gorham,0.3079711181976496,male,"Morningstar, Inc.","('PM', '2020 q1')",0.01666666753590107
1882,PM,2020 q1,3020,0.4234897041666373,Ela Kurtoglu,0.7239260442661394,female,JPMorgan Econ & FI,"('PM', '2020 q1')",0.03333333507180214
1883,SJM,2020 q1,3020,0.5964467211838391,"Mr. Jon R. Andersen, CFA",0.22702119623571,male,William Blair & Company,"('SJM', '2020 q1')",0.0
1884,STZ,2020 q1,3020,0.4817264486201584,Bill Kirk,0.2454833793467748,male,MKM Partners,"('STZ', '2020 q1')",0.0
1885,STZ,2020 q1,3020,0.4817264486201584,"Ms. Andrea F. Teixeira, CFA",0.1442105963314707,female,JPMorgan,"('STZ', '2020 q1')",0.0
1886,STZ,2020 q1,3020,0.4817264486201584,"Mr. R.J. J. Hottovy, Jr",0.6262934724784665,male,"Morningstar, Inc.","('STZ', '2020 q1')",0.03333333507180214
1887,ADM,2020 q2,3020,0.4234650270294842,Mr. Javier Martinez de Olcoz Cerdan,0.2227193244891459,male,Morgan Stanley,"('ADM', '2020 q2')",0.0
1888,ADM,2020 q2,3020,0.4234650270294842,Mr. Vincent Andrews,0.1994498491706699,male,Morgan Stanley,"('ADM', '2020 q2')",0.0
1889,ADM,2020 q2,3020,0.4234650270294842,Mr. Seth Goldstein,0.5090655676775272,male,"Morningstar, Inc.","('ADM', '2020 q2')",0.0
1890,ADM,2020 q2,3020,0.4234650270294842,Mr. Ben Bienvenu,0.283973373126171,male,Stephens Inc.,"('ADM', '2020 q2')",0.0
1891,HRL,2020 q2,3020,0.495893568222841,Mr. Ben Bienvenu,0.1754048254070255,male,Stephens Inc.,"('HRL', '2020 q2')",0.0
1892,ADM,2020 q2,3020,0.4234650270294842,Arun Sundaram,0.5830029012473105,male,CFRA Equity Research,"('ADM', '2020 q2')",0.0
1893,CAG,2020 q2,3020,0.5562002048670551,Arun Sundaram,0.612900176994284,male,CFRA Equity Research,"('CAG', '2020 q2')",0.008386866189539433
1894,HRL,2020 q2,3020,0.495893568222841,Arun Sundaram,0.599479945478857,male,CFRA Equity Research,"('HRL', '2020 q2')",0.0
1895,HSY,2020 q2,3020,0.5189631943483164,Arun Sundaram,0.6541037175402014,male,CFRA Equity Research,"('HSY', '2020 q2')",0.0
1896,K,2020 q2,3020,0.6120129900017763,Arun Sundaram,0.6985517847898709,male,CFRA Equity Research,"('K', '2020 q2')",0.0
1897,KHC,2020 q2,3020,0.6032694320585661,Arun Sundaram,0.7062180820035123,male,CFRA Equity Research,"('KHC', '2020 q2')",0.008645903008679548
1898,MDLZ,2020 q2,3020,0.5707421982962735,Arun Sundaram,0.7342553461856822,male,CFRA Equity Research,"('MDLZ', '2020 q2')",0.0
1899,MKC,2020 q2,3020,0.8458930668904605,Arun Sundaram,0.817500514124766,male,CFRA Equity Research,"('MKC', '2020 q2')",0.0
1900,ADM,2020 q2,3020,0.4234650270294842,Mr. Robert B. Moskow,0.2403236966146492,male,Credit Suisse,"('ADM', '2020 q2')",0.012887057848274708
1901,CAG,2020 q2,3020,0.5562002048670551,Mr. Robert B. Moskow,0.297798747377751,male,Credit Suisse,"('CAG', '2020 q2')",0.0
1902,CPB,2020 q2,3020,0.6787859768461457,Mr. Robert B. Moskow,0.4558576548565002,male,Credit Suisse,"('CPB', '2020 q2')",0.0
1903,HRL,2020 q2,3020,0.495893568222841,Mr. Robert B. Moskow,0.1878883525231389,male,Credit Suisse,"('HRL', '2020 q2')",0.007698587607592344
1904,HSY,2020 q2,3020,0.5189631943483164,Mr. Robert B. Moskow,0.215474344194688,male,Credit Suisse,"('HSY', '2020 q2')",0.0
1905,K,2020 q2,3020,0.6120129900017763,Mr. Robert B. Moskow,0.2753849807071646,male,Credit Suisse,"('K', '2020 q2')",0.0
1906,KHC,2020 q2,3020,0.6032694320585661,Mr. Robert B. Moskow,0.4055116195123518,male,Credit Suisse,"('KHC', '2020 q2')",0.0
1907,MKC,2020 q2,3020,0.8458930668904605,Mr. Robert B. Moskow,0.6799625052385248,male,Credit Suisse,"('MKC', '2020 q2')",0.0
1908,SJM,2020 q2,3020,0.6626796806872123,Mr. Robert B. Moskow,0.3985598253127814,male,Credit Suisse,"('SJM', '2020 q2')",0.0
1909,BFb,2020 q2,3020,0.5939722939762917,"Mr. Dara W. Mohsenian, CFA",0.6544505456286854,male,Morgan Stanley,"('BFb', '2020 q2')",0.0
1910,HSY,2020 q2,3020,0.5189631943483164,"Mr. Dara W. Mohsenian, CFA",0.1899201814300897,male,Morgan Stanley,"('HSY', '2020 q2')",0.0
1911,K,2020 q2,3020,0.6120129900017763,"Mr. Dara W. Mohsenian, CFA",0.4338370040060182,male,Morgan Stanley,"('K', '2020 q2')",0.0
1912,KHC,2020 q2,3020,0.6032694320585661,"Mr. Dara W. Mohsenian, CFA",0.4302314499419838,male,Morgan Stanley,"('KHC', '2020 q2')",0.0
1913,KO,2020 q2,3020,0.5379618742819826,"Mr. Dara W. Mohsenian, CFA",0.253136764924326,male,Morgan Stanley,"('KO', '2020 q2')",0.0
1914,MDLZ,2020 q2,3020,0.5707421982962735,"Mr. Dara W. Mohsenian, CFA",0.1537781212105642,male,Morgan Stanley,"('MDLZ', '2020 q2')",0.0
1915,MNST,2020 q2,3020,0.6551979530716188,"Mr. Dara W. Mohsenian, CFA",0.3775734159657607,male,Morgan Stanley,"('MNST', '2020 q2')",0.0
1916,PEP,2020 q2,3020,0.5038939832051387,"Mr. Dara W. Mohsenian, CFA",0.2696691283137438,male,Morgan Stanley,"('PEP', '2020 q2')",0.0
1917,STZ,2020 q2,3020,0.5545834305817533,"Mr. Dara W. Mohsenian, CFA",0.2840748226539337,male,Morgan Stanley,"('STZ', '2020 q2')",0.0
1918,TAP,2020 q2,3020,0.6379843376840701,"Mr. Dara W. Mohsenian, CFA",0.4844905699567012,male,Morgan Stanley,"('TAP', '2020 q2')",0.0
1919,BFb,2020 q2,3020,0.5939722939762917,Mr. Nik Modi,0.5120304597173958,male,RBC Capital Markets,"('BFb', '2020 q2')",0.007052360102534294
1920,CAG,2020 q2,3020,0.5562002048670551,Mr. Nik Modi,0.1287453072606182,male,RBC Capital Markets,"('CAG', '2020 q2')",0.0
1921,KO,2020 q2,3020,0.5379618742819826,Mr. Nik Modi,0.1613674266582512,male,RBC Capital Markets,"('KO', '2020 q2')",0.0
1922,MDLZ,2020 q2,3020,0.5707421982962735,Mr. Nik Modi,0.1488479639458255,male,RBC Capital Markets,"('MDLZ', '2020 q2')",0.04110066592693329
1923,PEP,2020 q2,3020,0.5038939832051387,Mr. Nik Modi,0.2279942931515186,male,RBC Capital Markets,"('PEP', '2020 q2')",0.01597568765282631
1924,BFb,2020 q2,3020,0.5939722939762917,Mr. Ewan Mitchell,0.5338210159445925,male,Barclays,"('BFb', '2020 q2')",0.0
1925,CAG,2020 q2,3020,0.5562002048670551,Ms. Pamela Kaufman,0.3460646412169423,female,Morgan Stanley,"('CAG', '2020 q2')",0.0
1926,CPB,2020 q2,3020,0.6787859768461457,Ms. Pamela Kaufman,0.3866149389827253,female,Morgan Stanley,"('CPB', '2020 q2')",0.0
1927,MO,2020 q2,3020,0.5876028080982698,Ms. Pamela Kaufman,0.3684749212521765,female,Morgan Stanley,"('MO', '2020 q2')",0.0
1928,PM,2020 q2,3020,0.5649554105468269,Ms. Pamela Kaufman,0.4829385864212072,female,Morgan Stanley,"('PM', '2020 q2')",0.0
1929,CAG,2020 q2,3020,0.5562002048670551,"Mr. William B. Chappell, CFA",0.1805744419829242,male,SunTrust Robinson Humphrey Capital Markets,"('CAG', '2020 q2')",0.007362088188529015
1930,KO,2020 q2,3020,0.5379618742819826,"Mr. William B. Chappell, CFA",0.2594653004515909,male,SunTrust Robinson Humphrey Capital Markets,"('KO', '2020 q2')",0.0073421411216259
1931,MNST,2020 q2,3020,0.6551979530716188,"Mr. William B. Chappell, CFA",0.2501304171534163,male,SunTrust Robinson Humphrey Capital Markets,"('MNST', '2020 q2')",0.0
1932,PEP,2020 q2,3020,0.5038939832051387,"Mr. William B. Chappell, CFA",0.2112735122460977,male,SunTrust Robinson Humphrey Capital Markets,"('PEP', '2020 q2')",0.0
1933,STZ,2020 q2,3020,0.5545834305817533,"Mr. William B. Chappell, CFA",0.1925448482085037,male,SunTrust Robinson Humphrey Capital Markets,"('STZ', '2020 q2')",0.020037543959915638
1934,CAG,2020 q2,3020,0.5562002048670551,SADIF Research,0.9941204901298726,Not a person,Sadif Analytics Prime,"('CAG', '2020 q2')",0.9780634641647339
1935,CPB,2020 q2,3020,0.6787859768461457,SADIF Research,0.9725672638613088,Not a person,Sadif Analytics Prime,"('CPB', '2020 q2')",0.9779009222984314
1936,HRL,2020 q2,3020,0.495893568222841,SADIF Research,0.9249815766001128,Not a person,Sadif Analytics Prime,"('HRL', '2020 q2')",0.905766487121582
1937,HSY,2020 q2,3020,0.5189631943483164,SADIF Research,0.9877709431265498,Not a person,Sadif Analytics Prime,"('HSY', '2020 q2')",0.9790745973587036
1938,K,2020 q2,3020,0.6120129900017763,SADIF Research,0.9948504145635456,Not a person,Sadif Analytics Prime,"('K', '2020 q2')",0.9790011048316956
1939,KO,2020 q2,3020,0.5379618742819826,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KO', '2020 q2')",0.9783862233161926
1940,MDLZ,2020 q2,3020,0.5707421982962735,SADIF Research,0.991647439239488,Not a person,Sadif Analytics Prime,"('MDLZ', '2020 q2')",0.9779833555221558
1941,STZ,2020 q2,3020,0.5545834305817533,SADIF Research,0.9669033225170516,Not a person,Sadif Analytics Prime,"('STZ', '2020 q2')",0.947317361831665
1942,CAG,2020 q2,3020,0.5562002048670551,Ms. Rebecca S. Scheuneman,0.4768479205665571,female,"Morningstar, Inc.","('CAG', '2020 q2')",0.0
1943,HRL,2020 q2,3020,0.495893568222841,Ms. Rebecca S. Scheuneman,0.4700461686803699,female,"Morningstar, Inc.","('HRL', '2020 q2')",0.0
1944,SJM,2020 q2,3020,0.6626796806872123,Ms. Rebecca S. Scheuneman,0.555626282470564,female,"Morningstar, Inc.","('SJM', '2020 q2')",0.0
1945,CAG,2020 q2,3020,0.5562002048670551,Mr. Andrew Lazar,0.1899842614131549,male,Barclays,"('CAG', '2020 q2')",0.0
1946,HSY,2020 q2,3020,0.5189631943483164,Mr. Andrew Lazar,0.1724328501698487,male,Barclays,"('HSY', '2020 q2')",0.010061920620501041
1947,K,2020 q2,3020,0.6120129900017763,Mr. Andrew Lazar,0.3502855477438136,male,Barclays,"('K', '2020 q2')",0.0
1948,KHC,2020 q2,3020,0.6032694320585661,Mr. Andrew Lazar,0.5771409229797518,male,Barclays,"('KHC', '2020 q2')",0.0
1949,MDLZ,2020 q2,3020,0.5707421982962735,Mr. Andrew Lazar,0.2184864734296969,male,Barclays,"('MDLZ', '2020 q2')",0.007795589044690132
1950,CAG,2020 q2,3020,0.5562002048670551,Mr. Steve Powers,0.9291049175991896,male,Deutsche Bank,"('CAG', '2020 q2')",0.0
1951,CPB,2020 q2,3020,0.6787859768461457,Mr. Steve Powers,0.9040027865470828,male,Deutsche Bank,"('CPB', '2020 q2')",0.0
1952,HSY,2020 q2,3020,0.5189631943483164,Mr. Steve Powers,0.3375876245548956,male,Deutsche Bank,"('HSY', '2020 q2')",0.0
1953,KHC,2020 q2,3020,0.6032694320585661,Mr. Steve Powers,0.8957573384225314,male,Deutsche Bank,"('KHC', '2020 q2')",0.0
1954,MDLZ,2020 q2,3020,0.5707421982962735,Mr. Steve Powers,0.8974718122590355,male,Deutsche Bank,"('MDLZ', '2020 q2')",0.0
1955,MNST,2020 q2,3020,0.6551979530716188,Mr. Steve Powers,0.917484926245483,male,Deutsche Bank,"('MNST', '2020 q2')",0.0
1956,MO,2020 q2,3020,0.5876028080982698,Mr. Steve Powers,0.8823764646587321,male,Deutsche Bank,"('MO', '2020 q2')",0.0
1957,CAG,2020 q2,3020,0.5562002048670551,Mr. David S. Palmer,0.1355857026195612,male,EVERCORE ISI,"('CAG', '2020 q2')",0.0
1958,CPB,2020 q2,3020,0.6787859768461457,Mr. David S. Palmer,0.3258314198463368,male,EVERCORE ISI,"('CPB', '2020 q2')",0.0
1959,HSY,2020 q2,3020,0.5189631943483164,Mr. David S. Palmer,0.2114091274525051,male,EVERCORE ISI,"('HSY', '2020 q2')",0.0
1960,K,2020 q2,3020,0.6120129900017763,Mr. David S. Palmer,0.2886105216299275,male,EVERCORE ISI,"('K', '2020 q2')",0.0
1961,KHC,2020 q2,3020,0.6032694320585661,Mr. David S. Palmer,0.5050995206867894,male,EVERCORE ISI,"('KHC', '2020 q2')",0.0
1962,MDLZ,2020 q2,3020,0.5707421982962735,Mr. David S. Palmer,0.21841096595022,male,EVERCORE ISI,"('MDLZ', '2020 q2')",0.0
1963,CAG,2020 q2,3020,0.5562002048670551,Bryan D. Spillane,0.2590909872617339,male,BofA Global Research,"('CAG', '2020 q2')",0.0
1964,CPB,2020 q2,3020,0.6787859768461457,Bryan D. Spillane,0.5344298947472222,male,BofA Global Research,"('CPB', '2020 q2')",0.056363970041275024
1965,HSY,2020 q2,3020,0.5189631943483164,Bryan D. Spillane,0.2286319572927377,male,BofA Global Research,"('HSY', '2020 q2')",0.0
1966,KHC,2020 q2,3020,0.6032694320585661,Bryan D. Spillane,0.1798886193074785,male,BofA Global Research,"('KHC', '2020 q2')",0.004019339258472125
1967,KO,2020 q2,3020,0.5379618742819826,Bryan D. Spillane,0.1229247217726535,male,BofA Global Research,"('KO', '2020 q2')",0.0
1968,MDLZ,2020 q2,3020,0.5707421982962735,Bryan D. Spillane,0.4492437984199032,male,BofA Global Research,"('MDLZ', '2020 q2')",0.0
1969,SJM,2020 q2,3020,0.6626796806872123,Bryan D. Spillane,0.6890767255541231,male,BofA Global Research,"('SJM', '2020 q2')",0.0
1970,STZ,2020 q2,3020,0.5545834305817533,Bryan D. Spillane,0.1804692184248122,male,BofA Global Research,"('STZ', '2020 q2')",0.0
1971,TAP,2020 q2,3020,0.6379843376840701,Bryan D. Spillane,0.3431790443639191,male,BofA Global Research,"('TAP', '2020 q2')",0.0
1972,CAG,2020 q2,3020,0.5562002048670551,Donald McLee,0.1976978018082752,male,Berenberg,"('CAG', '2020 q2')",0.0
1973,CPB,2020 q2,3020,0.6787859768461457,Mr. Michael S. Lavery,0.4002503163153836,male,Piper Sandler Companies,"('CPB', '2020 q2')",0.0
1974,HRL,2020 q2,3020,0.495893568222841,Mr. Michael S. Lavery,0.2418512480592424,male,Piper Sandler Companies,"('HRL', '2020 q2')",0.01064188964664936
1975,HSY,2020 q2,3020,0.5189631943483164,Mr. Michael S. Lavery,0.2216234902933631,male,Piper Sandler Companies,"('HSY', '2020 q2')",0.04361738637089729
1976,KHC,2020 q2,3020,0.6032694320585661,Mr. Michael S. Lavery,0.2588508017118425,male,Piper Sandler Companies,"('KHC', '2020 q2')",0.020102092530578375
1977,MDLZ,2020 q2,3020,0.5707421982962735,Mr. Michael S. Lavery,0.3704469590922618,male,Piper Sandler Companies,"('MDLZ', '2020 q2')",0.0
1978,MO,2020 q2,3020,0.5876028080982698,Mr. Michael S. Lavery,0.2698687907353649,male,Piper Sandler Companies,"('MO', '2020 q2')",0.0
1979,PM,2020 q2,3020,0.5649554105468269,Mr. Michael S. Lavery,0.2920112440017726,male,Piper Sandler Companies,"('PM', '2020 q2')",0.0
1980,HRL,2020 q2,3020,0.495893568222841,Benjamin M. Theurer,0.275180150389436,male,Barclays,"('HRL', '2020 q2')",0.0
1981,HRL,2020 q2,3020,0.495893568222841,Mr. Rupesh Parikh,0.2295538041878034,male,"Oppenheimer & Co., Inc.","('HRL', '2020 q2')",0.0
1982,HRL,2020 q2,3020,0.495893568222841,Mr. Peter Galbo,0.1872990102268464,male,BofA Global Research,"('HRL', '2020 q2')",0.0
1983,MNST,2020 q2,3020,0.6551979530716188,Mr. Peter Galbo,0.4003812273254861,male,BofA Global Research,"('MNST', '2020 q2')",0.0
1984,HSY,2020 q2,3020,0.5189631943483164,Erin Lash,0.6416646583077789,female,"Morningstar, Inc.","('HSY', '2020 q2')",0.0
1985,K,2020 q2,3020,0.6120129900017763,Erin Lash,0.6975085548836549,female,"Morningstar, Inc.","('K', '2020 q2')",0.0
1986,KHC,2020 q2,3020,0.6032694320585661,Erin Lash,0.6975360997092994,female,"Morningstar, Inc.","('KHC', '2020 q2')",0.0
1987,MDLZ,2020 q2,3020,0.5707421982962735,Erin Lash,0.6711090294615462,female,"Morningstar, Inc.","('MDLZ', '2020 q2')",0.01666666753590107
1988,MKC,2020 q2,3020,0.8458930668904605,Erin Lash,0.8817697387220065,female,"Morningstar, Inc.","('MKC', '2020 q2')",0.0
1989,HSY,2020 q2,3020,0.5189631943483164,Mr. Brian D. Callen,0.3129690134770849,male,BofA Global Research,"('HSY', '2020 q2')",0.0
1990,K,2020 q2,3020,0.6120129900017763,Mr. Brian D. Callen,0.2632948988667186,male,BofA Global Research,"('K', '2020 q2')",0.012935852631926537
1991,HSY,2020 q2,3020,0.5189631943483164,"Mr. John J. Baumgartner, CFA",0.14224929406606,male,"Wells Fargo Securities, LLC","('HSY', '2020 q2')",0.006032704375684261
1992,K,2020 q2,3020,0.6120129900017763,"Mr. John J. Baumgartner, CFA",0.2662509073130496,male,"Wells Fargo Securities, LLC","('K', '2020 q2')",0.0
1993,KHC,2020 q2,3020,0.6032694320585661,"Mr. John J. Baumgartner, CFA",0.2042308837334694,male,"Wells Fargo Securities, LLC","('KHC', '2020 q2')",0.0
1994,MDLZ,2020 q2,3020,0.5707421982962735,"Mr. John J. Baumgartner, CFA",0.1470368088369993,male,"Wells Fargo Securities, LLC","('MDLZ', '2020 q2')",0.0
1995,HSY,2020 q2,3020,0.5189631943483164,Mr Rob Dickerson,0.3626525827250488,male,Jefferies,"('HSY', '2020 q2')",0.0
1996,KHC,2020 q2,3020,0.6032694320585661,Mr Rob Dickerson,0.2902183133807577,male,Jefferies,"('KHC', '2020 q2')",0.006081058643758297
1997,LW,2020 q2,3020,0.0,Mr Rob Dickerson,,male,Jefferies,"('LW', '2020 q2')",0.0
1998,MDLZ,2020 q2,3020,0.5707421982962735,Mr Rob Dickerson,0.3128786713210323,male,Jefferies,"('MDLZ', '2020 q2')",0.0
1999,KHC,2020 q2,3020,0.6032694320585661,"Mr. James Targett, CFA",0.2983460796955514,male,Berenberg,"('KHC', '2020 q2')",0.0
2000,MDLZ,2020 q2,3020,0.5707421982962735,"Mr. James Targett, CFA",0.2325686886808968,male,Berenberg,"('MDLZ', '2020 q2')",0.02192837931215763
2001,KHC,2020 q2,3020,0.6032694320585661,Mr. Laurent Grandet,0.2327022271428348,male,Guggenheim Securities LLC,"('KHC', '2020 q2')",0.0
2002,KO,2020 q2,3020,0.5379618742819826,Mr. Laurent Grandet,0.2369836376062883,male,Guggenheim Securities LLC,"('KO', '2020 q2')",0.0
2003,MDLZ,2020 q2,3020,0.5707421982962735,Mr. Laurent Grandet,0.1920653356899317,male,Guggenheim Securities LLC,"('MDLZ', '2020 q2')",0.0
2004,MNST,2020 q2,3020,0.6551979530716188,Mr. Laurent Grandet,0.2569690222084914,male,Guggenheim Securities LLC,"('MNST', '2020 q2')",0.01254681684076786
2005,PEP,2020 q2,3020,0.5038939832051387,Mr. Laurent Grandet,0.1472019117852019,male,Guggenheim Securities LLC,"('PEP', '2020 q2')",0.0
2006,SJM,2020 q2,3020,0.6626796806872123,Mr. Laurent Grandet,0.3622569198396403,male,Guggenheim Securities LLC,"('SJM', '2020 q2')",0.0
2007,STZ,2020 q2,3020,0.5545834305817533,Mr. Laurent Grandet,0.1556372126755482,male,Guggenheim Securities LLC,"('STZ', '2020 q2')",0.007033823523670435
2008,TAP,2020 q2,3020,0.6379843376840701,Mr. Laurent Grandet,0.2857138457382081,male,Guggenheim Securities LLC,"('TAP', '2020 q2')",0.0
2009,KO,2020 q2,3020,0.5379618742819826,Garrett Nelson,0.3248763029454999,male,CFRA Equity Research,"('KO', '2020 q2')",0.0
2010,MNST,2020 q2,3020,0.6551979530716188,Garrett Nelson,0.6638229267608428,male,CFRA Equity Research,"('MNST', '2020 q2')",0.0
2011,MO,2020 q2,3020,0.5876028080982698,Garrett Nelson,0.5366252245196577,male,CFRA Equity Research,"('MO', '2020 q2')",0.0
2012,PEP,2020 q2,3020,0.5038939832051387,Garrett Nelson,0.4920543903878675,male,CFRA Equity Research,"('PEP', '2020 q2')",0.0
2013,PM,2020 q2,3020,0.5649554105468269,Garrett Nelson,0.5649621734427265,male,CFRA Equity Research,"('PM', '2020 q2')",0.0
2014,STZ,2020 q2,3020,0.5545834305817533,Garrett Nelson,0.6368871526309313,male,CFRA Equity Research,"('STZ', '2020 q2')",0.0
2015,TAP,2020 q2,3020,0.6379843376840701,Garrett Nelson,0.8149655981062482,male,CFRA Equity Research,"('TAP', '2020 q2')",0.0
2016,KO,2020 q2,3020,0.5379618742819826,Mr. Nicholas Johnson,0.5396464957667477,male,"Morningstar, Inc.","('KO', '2020 q2')",0.0
2017,MNST,2020 q2,3020,0.6551979530716188,Mr. Nicholas Johnson,0.6252355242408453,male,"Morningstar, Inc.","('MNST', '2020 q2')",0.0
2018,PEP,2020 q2,3020,0.5038939832051387,Mr. Nicholas Johnson,0.4844084631971826,male,"Morningstar, Inc.","('PEP', '2020 q2')",0.0
2019,STZ,2020 q2,3020,0.5545834305817533,Mr. Nicholas Johnson,0.6178533492784778,male,"Morningstar, Inc.","('STZ', '2020 q2')",0.0
2020,TAP,2020 q2,3020,0.6379843376840701,Mr. Nicholas Johnson,0.7101862444162823,male,"Morningstar, Inc.","('TAP', '2020 q2')",0.005555555845300357
2021,KO,2020 q2,3020,0.5379618742819826,Mr. Robert E. Ottenstein,0.1258834330141391,male,EVERCORE ISI,"('KO', '2020 q2')",0.0
2022,PEP,2020 q2,3020,0.5038939832051387,Mr. Robert E. Ottenstein,0.1543818709174064,male,EVERCORE ISI,"('PEP', '2020 q2')",0.0
2023,STZ,2020 q2,3020,0.5545834305817533,Mr. Robert E. Ottenstein,0.1830154809468759,male,EVERCORE ISI,"('STZ', '2020 q2')",0.0
2024,TAP,2020 q2,3020,0.6379843376840701,Mr. Robert E. Ottenstein,0.2509622920406701,male,EVERCORE ISI,"('TAP', '2020 q2')",0.01666666753590107
2025,KO,2020 q2,3020,0.5379618742819826,Ms. Marcella Recchia,0.2004561472718168,female,Credit Suisse,"('KO', '2020 q2')",0.0
2026,KO,2020 q2,3020,0.5379618742819826,Mr. Kaumil S. Gajrawala,0.6005472630962959,male,Credit Suisse,"('KO', '2020 q2')",0.0055539896711707115
2027,MNST,2020 q2,3020,0.6551979530716188,Mr. Kaumil S. Gajrawala,0.4941241146088116,male,Credit Suisse,"('MNST', '2020 q2')",0.0
2028,PEP,2020 q2,3020,0.5038939832051387,Mr. Kaumil S. Gajrawala,0.2714836301244768,male,Credit Suisse,"('PEP', '2020 q2')",0.0
2029,STZ,2020 q2,3020,0.5545834305817533,Mr. Kaumil S. Gajrawala,0.2133117816415069,male,Credit Suisse,"('STZ', '2020 q2')",0.0
2030,TAP,2020 q2,3020,0.6379843376840701,Mr. Kaumil S. Gajrawala,0.5025869700822427,male,Credit Suisse,"('TAP', '2020 q2')",0.0
2031,KO,2020 q2,3020,0.5379618742819826,Research Department,0.2832932664493479,Not a person,Trefis,"('KO', '2020 q2')",0.0
2032,PEP,2020 q2,3020,0.5038939832051387,Research Department,0.2607795256297942,Not a person,Trefis,"('PEP', '2020 q2')",0.0
2033,PM,2020 q2,3020,0.5649554105468269,Research Department,0.295156411819673,Not a person,Trefis,"('PM', '2020 q2')",0.0
2034,KO,2020 q2,3020,0.5379618742819826,"Kevin M. Grundy, CPA",0.2993640051582436,male,Jefferies,"('KO', '2020 q2')",0.0
2035,MNST,2020 q2,3020,0.6551979530716188,"Kevin M. Grundy, CPA",0.4138187735293628,male,Jefferies,"('MNST', '2020 q2')",0.0
2036,PEP,2020 q2,3020,0.5038939832051387,"Kevin M. Grundy, CPA",0.3543664068795814,male,Jefferies,"('PEP', '2020 q2')",0.0
2037,TAP,2020 q2,3020,0.6379843376840701,"Kevin M. Grundy, CPA",0.3003615545038979,male,Jefferies,"('TAP', '2020 q2')",0.0
2038,KO,2020 q2,3020,0.5379618742819826,Virginia M. Chambless,0.623068798112033,female,JPMorgan Econ & FI,"('KO', '2020 q2')",0.0
2039,KO,2020 q2,3020,0.5379618742819826,Ms. Vivien N. Azer,0.6688727938788035,female,Cowen and Company,"('KO', '2020 q2')",0.0
2040,MNST,2020 q2,3020,0.6551979530716188,Ms. Vivien N. Azer,0.7051664116599492,female,Cowen and Company,"('MNST', '2020 q2')",0.0
2041,MO,2020 q2,3020,0.5876028080982698,Ms. Vivien N. Azer,0.6964874615291711,female,Cowen and Company,"('MO', '2020 q2')",0.0
2042,PEP,2020 q2,3020,0.5038939832051387,Ms. Vivien N. Azer,0.6254725423805501,female,Cowen and Company,"('PEP', '2020 q2')",0.0
2043,PM,2020 q2,3020,0.5649554105468269,Ms. Vivien N. Azer,0.543446144359731,female,Cowen and Company,"('PM', '2020 q2')",0.0
2044,STZ,2020 q2,3020,0.5545834305817533,Ms. Vivien N. Azer,0.3711289897570117,female,Cowen and Company,"('STZ', '2020 q2')",0.0
2045,TAP,2020 q2,3020,0.6379843376840701,Ms. Vivien N. Azer,0.8223096517512831,female,Cowen and Company,"('TAP', '2020 q2')",0.0
2046,KO,2020 q2,3020,0.5379618742819826,Mr. Carlos A. Laboy,0.1391983489986439,male,HSBC,"('KO', '2020 q2')",0.005615648813545704
2047,STZ,2020 q2,3020,0.5545834305817533,Mr. Carlos A. Laboy,0.2859504000365633,male,HSBC,"('STZ', '2020 q2')",0.0
2048,MDLZ,2020 q2,3020,0.5707421982962735,"Mr. Kenneth B. Zaslow, CFA",0.195806469332007,male,BMO Capital Markets,"('MDLZ', '2020 q2')",0.0
2049,MKC,2020 q2,3020,0.8458930668904605,Ms. Faiza Alwy,0.9315935013504808,female,Deutsche Bank,"('MKC', '2020 q2')",0.0
2050,SJM,2020 q2,3020,0.6626796806872123,Ms. Faiza Alwy,0.9288308660796424,female,Deutsche Bank,"('SJM', '2020 q2')",0.0
2051,MKC,2020 q2,3020,0.8458930668904605,Steven Strycula,0.6724227519511036,male,UBS Equities,"('MKC', '2020 q2')",0.0
2052,MO,2020 q2,3020,0.5876028080982698,Mr. Gaurav Jain,0.2719567387621395,male,Barclays,"('MO', '2020 q2')",0.01442680104325215
2053,PM,2020 q2,3020,0.5649554105468269,Mr. Gaurav Jain,0.2658975667923368,male,Barclays,"('PM', '2020 q2')",0.0
2054,MO,2020 q2,3020,0.5876028080982698,Mr. Philip Gorham,0.45672244778116,male,"Morningstar, Inc.","('MO', '2020 q2')",0.0
2055,PM,2020 q2,3020,0.5649554105468269,Mr. Philip Gorham,0.4689739280235642,male,"Morningstar, Inc.","('PM', '2020 q2')",0.00619114562869072
2056,MO,2020 q2,3020,0.5876028080982698,Lisa K. Lewandowski,0.2240177272629907,female,BofA Global Research,"('MO', '2020 q2')",0.0
2057,PM,2020 q2,3020,0.5649554105468269,Lisa K. Lewandowski,0.2334299040552137,female,BofA Global Research,"('PM', '2020 q2')",0.0
2058,PEP,2020 q2,3020,0.5038939832051387,Ms. Lauren R. Lieberman,0.752270310208403,female,Barclays,"('PEP', '2020 q2')",0.0
2059,STZ,2020 q2,3020,0.5545834305817533,Ms. Lauren R. Lieberman,0.4178105410325407,female,Barclays,"('STZ', '2020 q2')",0.006365947192534804
2060,TAP,2020 q2,3020,0.6379843376840701,Ms. Lauren R. Lieberman,0.4141830849032021,female,Barclays,"('TAP', '2020 q2')",0.0
2061,PM,2020 q2,3020,0.5649554105468269,Mr. Owen Bennett,0.3988230719993005,male,Jefferies,"('PM', '2020 q2')",0.0
2062,PM,2020 q2,3020,0.5649554105468269,Mr. Gerry Gallagher,0.6943691713923028,male,Deutsche Bank,"('PM', '2020 q2')",0.0
2063,STZ,2020 q2,3020,0.5545834305817533,"Ms. Andrea F. Teixeira, CFA",0.386275427740936,female,JPMorgan,"('STZ', '2020 q2')",0.0
2064,STZ,2020 q2,3020,0.5545834305817533,Bill Kirk,0.261902793776281,male,MKM Partners,"('STZ', '2020 q2')",0.03150752652436495
2065,STZ,2020 q2,3020,0.5545834305817533,Mr. Sean King,0.6030196544310716,male,UBS Equities,"('STZ', '2020 q2')",0.03333333507180214
2066,ALB,2018 q1,1510,0.5865866539009683,"Mr. Laurence Alexander, CFA",0.3531551275539872,male,Jefferies,"('ALB', '2018 q1')",0.012930808588862419
2067,APD,2018 q1,1510,0.6749861930142178,"Mr. Laurence Alexander, CFA",0.392297825903838,male,Jefferies,"('APD', '2018 q1')",0.0
2068,DD,2018 q1,1510,0.4480080275844758,"Mr. Laurence Alexander, CFA",0.0962897621719369,male,Jefferies,"('DD', '2018 q1')",0.0
2069,EMN,2018 q1,1510,0.6218292776416748,"Mr. Laurence Alexander, CFA",0.3417272798129668,male,Jefferies,"('EMN', '2018 q1')",0.0
2070,ALB,2018 q1,1510,0.5865866539009683,Mr. Arun S. Viswanathan,0.2332390383948581,male,RBC Capital Markets,"('ALB', '2018 q1')",0.0
2071,CE,2018 q1,1510,0.6709902606156681,Mr. Arun S. Viswanathan,0.366206756496917,male,RBC Capital Markets,"('CE', '2018 q1')",0.0
2072,EMN,2018 q1,1510,0.6218292776416748,Mr. Arun S. Viswanathan,0.2618846276854413,male,RBC Capital Markets,"('EMN', '2018 q1')",0.0
2073,LYB,2018 q1,1510,0.5303291000723918,Mr. Arun S. Viswanathan,0.1546956198163243,male,RBC Capital Markets,"('LYB', '2018 q1')",0.0
2074,PPG,2018 q1,1510,0.7145250715760829,Mr. Arun S. Viswanathan,0.2828815520638858,male,RBC Capital Markets,"('PPG', '2018 q1')",0.0
2075,ALB,2018 q1,1510,0.5865866539009683,Mr. Seth Goldstein,0.45151270921381,male,"Morningstar, Inc.","('ALB', '2018 q1')",0.0
2076,CE,2018 q1,1510,0.6709902606156681,Mr. Seth Goldstein,0.5917121899148468,male,"Morningstar, Inc.","('CE', '2018 q1')",0.0
2077,CF,2018 q1,1510,0.38196637322217,Mr. Seth Goldstein,0.4651974593743894,male,"Morningstar, Inc.","('CF', '2018 q1')",0.0
2078,DD,2018 q1,1510,0.4480080275844758,Mr. Seth Goldstein,0.5645854821782117,male,"Morningstar, Inc.","('DD', '2018 q1')",0.0
2079,ECL,2018 q1,1510,0.6245022107905311,Mr. Seth Goldstein,0.8484564604625855,male,"Morningstar, Inc.","('ECL', '2018 q1')",0.0
2080,EMN,2018 q1,1510,0.6218292776416748,Mr. Seth Goldstein,0.8243459415973219,male,"Morningstar, Inc.","('EMN', '2018 q1')",0.0
2081,FCX,2018 q1,1510,0.4720167347766282,Mr. Seth Goldstein,0.4947509684199271,male,"Morningstar, Inc.","('FCX', '2018 q1')",0.0
2082,FMC,2018 q1,1510,0.7081051002559748,Mr. Seth Goldstein,0.6058121437176397,male,"Morningstar, Inc.","('FMC', '2018 q1')",0.0
2083,MOS,2018 q1,1510,0.2861191674074014,Mr. Seth Goldstein,0.331149690846667,male,"Morningstar, Inc.","('MOS', '2018 q1')",0.0
2084,ALB,2018 q1,1510,0.5865866539009683,Christopher B. Muir,0.761584486395155,male,CFRA Equity Research,"('ALB', '2018 q1')",0.0
2085,CE,2018 q1,1510,0.6709902606156681,Christopher B. Muir,0.5401726900835455,male,CFRA Equity Research,"('CE', '2018 q1')",0.0
2086,CF,2018 q1,1510,0.38196637322217,Christopher B. Muir,0.6375461388384883,male,CFRA Equity Research,"('CF', '2018 q1')",0.0
2087,DD,2018 q1,1510,0.4480080275844758,Christopher B. Muir,0.6202376894695277,male,CFRA Equity Research,"('DD', '2018 q1')",0.0
2088,ECL,2018 q1,1510,0.6245022107905311,Christopher B. Muir,0.8567400132200198,male,CFRA Equity Research,"('ECL', '2018 q1')",0.0
2089,EMN,2018 q1,1510,0.6218292776416748,Christopher B. Muir,0.6143519846154991,male,CFRA Equity Research,"('EMN', '2018 q1')",0.0
2090,FMC,2018 q1,1510,0.7081051002559748,Christopher B. Muir,0.6840226455559979,male,CFRA Equity Research,"('FMC', '2018 q1')",0.0
2091,LYB,2018 q1,1510,0.5303291000723918,Christopher B. Muir,0.6543120804832251,male,CFRA Equity Research,"('LYB', '2018 q1')",0.0
2092,MOS,2018 q1,1510,0.2861191674074014,Christopher B. Muir,0.4256960778568784,male,CFRA Equity Research,"('MOS', '2018 q1')",0.0
2093,PPG,2018 q1,1510,0.7145250715760829,Christopher B. Muir,0.7505564379738111,male,CFRA Equity Research,"('PPG', '2018 q1')",0.0
2094,SHW,2018 q1,1510,0.6809307612519137,Christopher B. Muir,0.8370208958732133,male,CFRA Equity Research,"('SHW', '2018 q1')",0.0
2095,ALB,2018 q1,1510,0.5865866539009683,Mr. Luis J. Amadeo,0.4965530446498922,male,"Oppenheimer & Co., Inc.","('ALB', '2018 q1')",0.0
2096,ALB,2018 q1,1510,0.5865866539009683,Mr. James M. Sheehan,0.2628859557319563,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2018 q1')",0.0
2097,APD,2018 q1,1510,0.6749861930142178,Mr. James M. Sheehan,0.4073303595226078,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2018 q1')",0.0
2098,CE,2018 q1,1510,0.6709902606156681,Mr. James M. Sheehan,0.4187403965380341,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2018 q1')",0.0
2099,DD,2018 q1,1510,0.4480080275844758,Mr. James M. Sheehan,0.1056418221209525,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2018 q1')",0.0
2100,EMN,2018 q1,1510,0.6218292776416748,Mr. James M. Sheehan,0.252481674814743,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2018 q1')",0.0
2101,FMC,2018 q1,1510,0.7081051002559748,Mr. James M. Sheehan,0.3700754304353524,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2018 q1')",0.009954269975423813
2102,LYB,2018 q1,1510,0.5303291000723918,Mr. James M. Sheehan,0.1892426809002722,male,SunTrust Robinson Humphrey Capital Markets,"('LYB', '2018 q1')",0.011977787129580975
2103,PPG,2018 q1,1510,0.7145250715760829,Mr. James M. Sheehan,0.270994249680707,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2018 q1')",0.0
2104,ALB,2018 q1,1510,0.5865866539009683,Mr. Vincent Andrews,0.2358402388318891,male,Morgan Stanley,"('ALB', '2018 q1')",0.014901884831488132
2105,CF,2018 q1,1510,0.38196637322217,Mr. Vincent Andrews,0.101192545649594,male,Morgan Stanley,"('CF', '2018 q1')",0.0
2106,DD,2018 q1,1510,0.4480080275844758,Mr. Vincent Andrews,0.1710155671656621,male,Morgan Stanley,"('DD', '2018 q1')",0.0
2107,LYB,2018 q1,1510,0.5303291000723918,Mr. Vincent Andrews,0.270378035902536,male,Morgan Stanley,"('LYB', '2018 q1')",0.007490482181310654
2108,ALB,2018 q1,1510,0.5865866539009683,"David L. Begleiter, CFA",0.289803041135435,male,Deutsche Bank,"('ALB', '2018 q1')",0.0
2109,APD,2018 q1,1510,0.6749861930142178,"David L. Begleiter, CFA",0.3430281017725425,male,Deutsche Bank,"('APD', '2018 q1')",0.0
2110,CE,2018 q1,1510,0.6709902606156681,"David L. Begleiter, CFA",0.752083134837042,male,Deutsche Bank,"('CE', '2018 q1')",0.0
2111,DD,2018 q1,1510,0.4480080275844758,"David L. Begleiter, CFA",0.1080018842795637,male,Deutsche Bank,"('DD', '2018 q1')",0.0
2112,ECL,2018 q1,1510,0.6245022107905311,"David L. Begleiter, CFA",0.2544715439796263,male,Deutsche Bank,"('ECL', '2018 q1')",0.0
2113,EMN,2018 q1,1510,0.6218292776416748,"David L. Begleiter, CFA",0.2519650827657831,male,Deutsche Bank,"('EMN', '2018 q1')",0.0
2114,LYB,2018 q1,1510,0.5303291000723918,"David L. Begleiter, CFA",0.2264134095264532,male,Deutsche Bank,"('LYB', '2018 q1')",0.0
2115,PPG,2018 q1,1510,0.7145250715760829,"David L. Begleiter, CFA",0.6480753319940628,male,Deutsche Bank,"('PPG', '2018 q1')",0.0038707081228494646
2116,ALB,2018 q1,1510,0.5865866539009683,SADIF Research,0.9639901969393564,Not a person,Sadif Analytics Prime,"('ALB', '2018 q1')",0.9416197538375854
2117,APD,2018 q1,1510,0.6749861930142178,SADIF Research,0.9492159669944014,Not a person,Sadif Analytics Prime,"('APD', '2018 q1')",0.9167481660842896
2118,CE,2018 q1,1510,0.6709902606156681,SADIF Research,0.970958926692891,Not a person,Sadif Analytics Prime,"('CE', '2018 q1')",0.9450953602790833
2119,EMN,2018 q1,1510,0.6218292776416748,SADIF Research,0.9804429507145208,Not a person,Sadif Analytics Prime,"('EMN', '2018 q1')",0.9552437663078308
2120,FMC,2018 q1,1510,0.7081051002559748,SADIF Research,0.9784068583796304,Not a person,Sadif Analytics Prime,"('FMC', '2018 q1')",0.9746006727218628
2121,IP,2018 q1,1510,0.7638105647422613,SADIF Research,0.9511203157953264,Not a person,Sadif Analytics Prime,"('IP', '2018 q1')",0.9660140872001648
2122,LYB,2018 q1,1510,0.5303291000723918,SADIF Research,0.9961822684921744,Not a person,Sadif Analytics Prime,"('LYB', '2018 q1')",0.9637604355812073
2123,NEM,2018 q1,1510,0.6000824877420656,SADIF Research,0.9595112028423308,Not a person,Sadif Analytics Prime,"('NEM', '2018 q1')",0.941252589225769
2124,PPG,2018 q1,1510,0.7145250715760829,SADIF Research,0.9883257531813824,Not a person,Sadif Analytics Prime,"('PPG', '2018 q1')",0.9779008626937866
2125,APD,2018 q1,1510,0.6749861930142178,Matthew Miller,0.6929745821075163,male,CFRA Equity Research,"('APD', '2018 q1')",0.0
2126,FCX,2018 q1,1510,0.4720167347766282,Matthew Miller,0.5252907975492315,male,CFRA Equity Research,"('FCX', '2018 q1')",0.0
2127,IFF,2018 q1,1510,0.8085216143567912,Matthew Miller,0.5878183685710787,male,CFRA Equity Research,"('IFF', '2018 q1')",0.0
2128,IP,2018 q1,1510,0.7638105647422613,Matthew Miller,0.6199738192409872,male,CFRA Equity Research,"('IP', '2018 q1')",0.0
2129,MLM,2018 q1,1510,0.640426034087002,Matthew Miller,0.7208956154811316,male,CFRA Equity Research,"('MLM', '2018 q1')",0.0
2130,NEM,2018 q1,1510,0.6000824877420656,Matthew Miller,0.527595162086172,male,CFRA Equity Research,"('NEM', '2018 q1')",0.0
2131,NUE,2018 q1,1510,0.7336242772022101,Matthew Miller,0.456691965106423,male,CFRA Equity Research,"('NUE', '2018 q1')",0.0
2132,PKG,2018 q1,1510,0.5811310298282037,Matthew Miller,0.353241090894786,male,CFRA Equity Research,"('PKG', '2018 q1')",0.0
2133,SEE,2018 q1,1510,0.6848840147949657,Matthew Miller,0.7943709978815289,male,CFRA Equity Research,"('SEE', '2018 q1')",0.0
2134,VMC,2018 q1,1510,0.7278225342667809,Matthew Miller,0.4932422609953324,male,CFRA Equity Research,"('VMC', '2018 q1')",0.0
2135,WRK,2018 q1,1510,0.5287260876396166,Matthew Miller,0.5949448353577984,male,CFRA Equity Research,"('WRK', '2018 q1')",0.0
2136,APD,2018 q1,1510,0.6749861930142178,Peter Clark,0.4624164324505033,male,Societe Generale,"('APD', '2018 q1')",0.0
2137,APD,2018 q1,1510,0.6749861930142178,Mr. Christopher S. Parkinson,0.5799484188013351,male,Credit Suisse,"('APD', '2018 q1')",0.0
2138,CF,2018 q1,1510,0.38196637322217,Mr. Christopher S. Parkinson,0.1841834993192863,male,Credit Suisse,"('CF', '2018 q1')",0.0
2139,DD,2018 q1,1510,0.4480080275844758,Mr. Christopher S. Parkinson,0.2597183657668777,male,Credit Suisse,"('DD', '2018 q1')",0.0
2140,ECL,2018 q1,1510,0.6245022107905311,Mr. Christopher S. Parkinson,0.587923113484129,male,Credit Suisse,"('ECL', '2018 q1')",0.0
2141,PPG,2018 q1,1510,0.7145250715760829,Mr. Christopher S. Parkinson,0.5534308274470622,male,Credit Suisse,"('PPG', '2018 q1')",0.0
2142,SHW,2018 q1,1510,0.6809307612519137,Mr. Christopher S. Parkinson,0.5086832993875939,male,Credit Suisse,"('SHW', '2018 q1')",0.01587928645312786
2143,APD,2018 q1,1510,0.6749861930142178,Duffy Fischer,0.6397344776328788,male,Barclays,"('APD', '2018 q1')",0.013275602832436562
2144,DD,2018 q1,1510,0.4480080275844758,Duffy Fischer,0.2271704437648821,male,Barclays,"('DD', '2018 q1')",0.0
2145,EMN,2018 q1,1510,0.6218292776416748,Duffy Fischer,0.616841942410282,male,Barclays,"('EMN', '2018 q1')",0.0
2146,PPG,2018 q1,1510,0.7145250715760829,Duffy Fischer,0.7294103290928936,male,Barclays,"('PPG', '2018 q1')",0.0
2147,SHW,2018 q1,1510,0.6809307612519137,Duffy Fischer,0.5510626808298257,male,Barclays,"('SHW', '2018 q1')",0.0
2148,APD,2018 q1,1510,0.6749861930142178,"Steve Byrne, CFA",0.3269605246639428,male,BofA Global Research,"('APD', '2018 q1')",0.020984819158911705
2149,CF,2018 q1,1510,0.38196637322217,"Steve Byrne, CFA",0.295853383126797,male,BofA Global Research,"('CF', '2018 q1')",0.0076955691911280155
2150,DD,2018 q1,1510,0.4480080275844758,"Steve Byrne, CFA",0.3437521067413597,male,BofA Global Research,"('DD', '2018 q1')",0.0
2151,LYB,2018 q1,1510,0.5303291000723918,"Steve Byrne, CFA",0.2776357800572939,male,BofA Global Research,"('LYB', '2018 q1')",0.0
2152,MOS,2018 q1,1510,0.2861191674074014,"Steve Byrne, CFA",0.2065280728721993,male,BofA Global Research,"('MOS', '2018 q1')",0.0
2153,PPG,2018 q1,1510,0.7145250715760829,"Steve Byrne, CFA",0.4022449074904943,male,BofA Global Research,"('PPG', '2018 q1')",0.0
2154,SHW,2018 q1,1510,0.6809307612519137,"Steve Byrne, CFA",0.4101722631520474,male,BofA Global Research,"('SHW', '2018 q1')",0.0
2155,APD,2018 q1,1510,0.6749861930142178,Mr. Donald D. Carson,0.524306017628838,male,Susquehanna Financial Group LLLP,"('APD', '2018 q1')",0.0
2156,CF,2018 q1,1510,0.38196637322217,Mr. Donald D. Carson,0.5234850095964317,male,Susquehanna Financial Group LLLP,"('CF', '2018 q1')",0.0
2157,DD,2018 q1,1510,0.4480080275844758,Mr. Donald D. Carson,0.5530506230691102,male,Susquehanna Financial Group LLLP,"('DD', '2018 q1')",0.0
2158,FMC,2018 q1,1510,0.7081051002559748,Mr. Donald D. Carson,0.7669119614359057,male,Susquehanna Financial Group LLLP,"('FMC', '2018 q1')",0.0
2159,LYB,2018 q1,1510,0.5303291000723918,Mr. Donald D. Carson,0.6121002682614844,male,Susquehanna Financial Group LLLP,"('LYB', '2018 q1')",0.0
2160,PPG,2018 q1,1510,0.7145250715760829,Mr. Donald D. Carson,0.5389038973683045,male,Susquehanna Financial Group LLLP,"('PPG', '2018 q1')",0.0
2161,SHW,2018 q1,1510,0.6809307612519137,Mr. Donald D. Carson,0.6287331483829923,male,Susquehanna Financial Group LLLP,"('SHW', '2018 q1')",0.0
2162,CE,2018 q1,1510,0.6709902606156681,Charles N. Neivert,0.2935551448242239,male,Cowen and Company,"('CE', '2018 q1')",0.0
2163,CF,2018 q1,1510,0.38196637322217,Charles N. Neivert,0.0695650298623469,male,Cowen and Company,"('CF', '2018 q1')",0.0
2164,DD,2018 q1,1510,0.4480080275844758,Charles N. Neivert,0.2762256067215336,male,Cowen and Company,"('DD', '2018 q1')",0.0
2165,EMN,2018 q1,1510,0.6218292776416748,Charles N. Neivert,0.2060232457586544,male,Cowen and Company,"('EMN', '2018 q1')",0.0
2166,LYB,2018 q1,1510,0.5303291000723918,Charles N. Neivert,0.1731197931025915,male,Cowen and Company,"('LYB', '2018 q1')",0.0
2167,CF,2018 q1,1510,0.38196637322217,Brett W. Wong,0.2593728193912935,male,Piper Sandler Companies,"('CF', '2018 q1')",0.0
2168,FMC,2018 q1,1510,0.7081051002559748,Brett W. Wong,0.4061515357652699,male,Piper Sandler Companies,"('FMC', '2018 q1')",0.016404667869210243
2169,MOS,2018 q1,1510,0.2861191674074014,Brett W. Wong,0.2852409170423229,male,Piper Sandler Companies,"('MOS', '2018 q1')",0.0
2170,CF,2018 q1,1510,0.38196637322217,Alexandre Falcao,0.1313683656824641,male,HSBC,"('CF', '2018 q1')",0.0
2171,MOS,2018 q1,1510,0.2861191674074014,Alexandre Falcao,0.083250766722117,male,HSBC,"('MOS', '2018 q1')",0.020004764199256897
2172,CF,2018 q1,1510,0.38196637322217,Andrew D. Wong,0.1434279115677032,male,RBC Capital Markets,"('CF', '2018 q1')",0.01666666753590107
2173,MOS,2018 q1,1510,0.2861191674074014,Andrew D. Wong,0.1222705633347142,male,RBC Capital Markets,"('MOS', '2018 q1')",0.00814235769212246
2174,CF,2018 q1,1510,0.38196637322217,Mr. Rikin Patel,0.1146172147807059,male,Berenberg,"('CF', '2018 q1')",0.0
2175,CF,2018 q1,1510,0.38196637322217,Mr. Mark Connelly,0.2735264911706879,male,Stephens Inc.,"('CF', '2018 q1')",0.0
2176,DD,2018 q1,1510,0.4480080275844758,Mr. Mark Connelly,0.368918136068509,male,Stephens Inc.,"('DD', '2018 q1')",0.0
2177,FMC,2018 q1,1510,0.7081051002559748,Mr. Mark Connelly,0.4077157733741162,male,Stephens Inc.,"('FMC', '2018 q1')",0.028089484199881554
2178,CF,2018 q1,1510,0.38196637322217,"Ben Isaacson, MBA",0.0761837881860433,male,Scotiabank GBM,"('CF', '2018 q1')",0.0
2179,MOS,2018 q1,1510,0.2861191674074014,"Ben Isaacson, MBA",0.1004712108905262,male,Scotiabank GBM,"('MOS', '2018 q1')",0.0
2180,ECL,2018 q1,1510,0.6245022107905311,"Rosemarie J. Morbelli, CFA",0.3297087680634326,female,Gabelli & Company,"('ECL', '2018 q1')",0.0
2181,SEE,2018 q1,1510,0.6848840147949657,"Rosemarie J. Morbelli, CFA",0.4734157966658501,female,Gabelli & Company,"('SEE', '2018 q1')",0.0
2182,ECL,2018 q1,1510,0.6245022107905311,"Mr. Gary Bisbee, CFA",0.3306973036184221,male,RBC Capital Markets,"('ECL', '2018 q1')",0.01346646435558796
2183,ECL,2018 q1,1510,0.6245022107905311,Mr. David Ridley-Lane,0.3327852195239688,male,BofA Global Research,"('ECL', '2018 q1')",0.0
2184,ECL,2018 q1,1510,0.6245022107905311,Mr. Tim Mulrooney,0.3297323767200459,male,William Blair & Company,"('ECL', '2018 q1')",0.0
2185,ECL,2018 q1,1510,0.6245022107905311,"Mr. John S. Quealy, CPA, CPA",0.2772323162062223,male,Canaccord Genuity,"('ECL', '2018 q1')",0.01666666753590107
2186,ECL,2018 q1,1510,0.6245022107905311,Mr. Ryan M. Connors,0.6355156415790665,male,"Boenning & Scattergood, Inc","('ECL', '2018 q1')",0.0
2187,FCX,2018 q1,1510,0.4720167347766282,"Orest Wowkodaw, CFA",0.1535950875145157,male,Scotiabank GBM,"('FCX', '2018 q1')",0.0
2188,FCX,2018 q1,1510,0.4720167347766282,Timna Tanners,0.3484153456611482,female,BofA Global Research,"('FCX', '2018 q1')",0.008527053520083427
2189,MLM,2018 q1,1510,0.640426034087002,Timna Tanners,0.4320560172305533,female,BofA Global Research,"('MLM', '2018 q1')",0.0
2190,NUE,2018 q1,1510,0.7336242772022101,Timna Tanners,0.6532443962152336,female,BofA Global Research,"('NUE', '2018 q1')",0.016067661345005035
2191,VMC,2018 q1,1510,0.7278225342667809,Timna Tanners,0.7092760646363924,female,BofA Global Research,"('VMC', '2018 q1')",0.0
2192,FCX,2018 q1,1510,0.4720167347766282,Mr. Stephen D. Walker,0.1107552621008173,male,RBC Capital Markets,"('FCX', '2018 q1')",0.0
2193,NEM,2018 q1,1510,0.6000824877420656,Mr. Stephen D. Walker,0.374396111535008,male,RBC Capital Markets,"('NEM', '2018 q1')",0.0
2194,FCX,2018 q1,1510,0.4720167347766282,Charlie Clark,0.1806736810030364,male,Berenberg,"('FCX', '2018 q1')",0.0
2195,FCX,2018 q1,1510,0.4720167347766282,Piyush Sood,0.2493489949020012,male,Morgan Stanley,"('FCX', '2018 q1')",0.0
2196,FCX,2018 q1,1510,0.4720167347766282,Mr. Oscar Cabrera,0.1443350850512715,male,CIBC Capital Markets,"('FCX', '2018 q1')",0.0
2197,FCX,2018 q1,1510,0.4720167347766282,"Mr. Brian T. MacArthur, CFA",0.7452599034512225,male,Raymond James Ltd. (Canada),"('FCX', '2018 q1')",0.0
2198,FCX,2018 q1,1510,0.4720167347766282,Mr. Novid Rassouli,0.5488574031100323,male,Cowen and Company,"('FCX', '2018 q1')",0.0
2199,NUE,2018 q1,1510,0.7336242772022101,Mr. Novid Rassouli,0.6795813065124051,male,Cowen and Company,"('NUE', '2018 q1')",0.0
2200,FCX,2018 q1,1510,0.4720167347766282,Chris R. Terry,0.1475840755299268,male,Deutsche Bank,"('FCX', '2018 q1')",0.01441228948533535
2201,NUE,2018 q1,1510,0.7336242772022101,Chris R. Terry,0.8079368416977444,male,Deutsche Bank,"('NUE', '2018 q1')",0.0
2202,IFF,2018 q1,1510,0.8085216143567912,Hr. Philip Patricha,0.6898009819180673,male,Berenberg,"('IFF', '2018 q1')",0.0
2203,IFF,2018 q1,1510,0.8085216143567912,CFRA Research,0.5862182814411747,Not a person,CFRA Equity Research,"('IFF', '2018 q1')",0.0
2204,NUE,2018 q1,1510,0.7336242772022101,CFRA Research,0.4551996701105494,Not a person,CFRA Equity Research,"('NUE', '2018 q1')",0.0
2205,PKG,2018 q1,1510,0.5811310298282037,CFRA Research,0.3499333372546227,Not a person,CFRA Equity Research,"('PKG', '2018 q1')",0.0
2206,VMC,2018 q1,1510,0.7278225342667809,CFRA Research,0.4911624730379509,Not a person,CFRA Equity Research,"('VMC', '2018 q1')",0.0
2207,IFF,2018 q1,1510,0.8085216143567912,Mr. Andrew Lane,0.8457076722255782,male,"Morningstar, Inc.","('IFF', '2018 q1')",0.0
2208,NUE,2018 q1,1510,0.7336242772022101,Mr. Andrew Lane,0.5774956149168571,male,"Morningstar, Inc.","('NUE', '2018 q1')",0.0
2209,IFF,2018 q1,1510,0.8085216143567912,Ms. Faiza Alwy,0.9656556765326002,female,Deutsche Bank,"('IFF', '2018 q1')",0.0
2210,IFF,2018 q1,1510,0.8085216143567912,Laurent Favre,0.7216730400567282,male,EVERCORE ISI,"('IFF', '2018 q1')",0.0
2211,IP,2018 q1,1510,0.7638105647422613,Charles Gross,0.5794088718906432,male,"Morningstar, Inc.","('IP', '2018 q1')",0.0
2212,PKG,2018 q1,1510,0.5811310298282037,Charles Gross,0.4497243991239042,male,"Morningstar, Inc.","('PKG', '2018 q1')",0.0
2213,PPG,2018 q1,1510,0.7145250715760829,Charles Gross,0.7831697599172824,male,"Morningstar, Inc.","('PPG', '2018 q1')",0.0
2214,SEE,2018 q1,1510,0.6848840147949657,Charles Gross,0.7142067874558189,male,"Morningstar, Inc.","('SEE', '2018 q1')",0.0
2215,SHW,2018 q1,1510,0.6809307612519137,Charles Gross,0.8354372210845585,male,"Morningstar, Inc.","('SHW', '2018 q1')",0.0
2216,WRK,2018 q1,1510,0.5287260876396166,Charles Gross,0.5285299641260495,male,"Morningstar, Inc.","('WRK', '2018 q1')",0.0
2217,IP,2018 q1,1510,0.7638105647422613,Christopher Ryan,0.4276983531634755,male,BofA Global Research,"('IP', '2018 q1')",0.011823981069028378
2218,IP,2018 q1,1510,0.7638105647422613,Ms. Debbie A. Jones,0.9155553860872342,female,Deutsche Bank,"('IP', '2018 q1')",0.0
2219,PKG,2018 q1,1510,0.5811310298282037,Ms. Debbie A. Jones,0.9227133584445704,female,Deutsche Bank,"('PKG', '2018 q1')",0.0
2220,WRK,2018 q1,1510,0.5287260876396166,Ms. Debbie A. Jones,0.4815551803547501,female,Deutsche Bank,"('WRK', '2018 q1')",0.0
2221,IP,2018 q1,1510,0.7638105647422613,George L. Staphos,0.7298305467020706,male,BofA Global Research,"('IP', '2018 q1')",0.03333333507180214
2222,PKG,2018 q1,1510,0.5811310298282037,George L. Staphos,0.4196354465715163,male,BofA Global Research,"('PKG', '2018 q1')",0.03145633637905121
2223,SEE,2018 q1,1510,0.6848840147949657,George L. Staphos,0.5766506393205479,male,BofA Global Research,"('SEE', '2018 q1')",0.0
2224,WRK,2018 q1,1510,0.5287260876396166,George L. Staphos,0.390451957174281,male,BofA Global Research,"('WRK', '2018 q1')",0.0
2225,IP,2018 q1,1510,0.7638105647422613,"Mark A. Weintraub, CFA",0.4388731978739673,male,The Buckingham Research Group,"('IP', '2018 q1')",0.015791303478181362
2226,PKG,2018 q1,1510,0.5811310298282037,"Mark A. Weintraub, CFA",0.4161608306675867,male,The Buckingham Research Group,"('PKG', '2018 q1')",0.00896333996206522
2227,MLM,2018 q1,1510,0.640426034087002,Trey Grooms,0.5138968449934991,male,Stephens Inc.,"('MLM', '2018 q1')",0.0
2228,VMC,2018 q1,1510,0.7278225342667809,Trey Grooms,0.8168656288537206,male,Stephens Inc.,"('VMC', '2018 q1')",0.0
2229,MLM,2018 q1,1510,0.640426034087002,Mr. Rohit Seth,0.4059530338476116,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2018 q1')",0.0
2230,MLM,2018 q1,1510,0.640426034087002,Mr. Kristoffer Inton,0.7618358856115186,male,"Morningstar, Inc.","('MLM', '2018 q1')",0.0
2231,NEM,2018 q1,1510,0.6000824877420656,Mr. Kristoffer Inton,0.4927916149709163,male,"Morningstar, Inc.","('NEM', '2018 q1')",0.01765092834830284
2232,VMC,2018 q1,1510,0.7278225342667809,Mr. Kristoffer Inton,0.7764383032747049,male,"Morningstar, Inc.","('VMC', '2018 q1')",0.01666666753590107
2233,MLM,2018 q1,1510,0.640426034087002,Mr. Adam Seiden,0.4495710202387122,male,Barclays,"('MLM', '2018 q1')",0.0
2234,MOS,2018 q1,1510,0.2861191674074014,"Mr. Jacob J. Bout, CFA",0.0842103840653668,male,CIBC Capital Markets,"('MOS', '2018 q1')",0.028147179633378983
2235,NEM,2018 q1,1510,0.6000824877420656,"Michael R. Jalonen, CFA",0.3340759279360688,male,BofA Global Research,"('NEM', '2018 q1')",0.0
2236,NEM,2018 q1,1510,0.6000824877420656,"Ms. Anita P. Soni, CFA",0.3870538202387589,female,Credit Suisse,"('NEM', '2018 q1')",0.0
2237,NEM,2018 q1,1510,0.6000824877420656,Ms. Tanya Jakusconek,0.3498973769389919,female,Scotiabank GBM,"('NEM', '2018 q1')",0.0
2238,NUE,2018 q1,1510,0.7336242772022101,"Mr. Seth R. Rosenfeld, CFA",0.3879988328416926,male,Jefferies,"('NUE', '2018 q1')",0.0
2239,NUE,2018 q1,1510,0.7336242772022101,"Mr. Curt R. Woodworth, CFA",0.5190604801760454,male,Credit Suisse,"('NUE', '2018 q1')",0.0
2240,NUE,2018 q1,1510,0.7336242772022101,Mita Mehta,0.9285172270695358,female,Crispidea,"('NUE', '2018 q1')",0.16542883589863777
2241,PPG,2018 q1,1510,0.7145250715760829,Mr. Patrick G. Lambert,0.3159563555608386,male,Raymond James Europe RJEE/RJFI,"('PPG', '2018 q1')",0.0
2242,SHW,2018 q1,1510,0.6809307612519137,Mr. Patrick G. Lambert,0.3027256182914324,male,Raymond James Europe RJEE/RJFI,"('SHW', '2018 q1')",0.0
2243,PPG,2018 q1,1510,0.7145250715760829,"Mr. Kevin W. Hocevar, CFA",0.4296346146231889,male,Northcoast Research,"('PPG', '2018 q1')",0.03449066495522857
2244,SEE,2018 q1,1510,0.6848840147949657,Mr. Jason Freuchtel,0.5115256624804183,male,SunTrust Robinson Humphrey Capital Markets,"('SEE', '2018 q1')",0.0
2245,SHW,2018 q1,1510,0.6809307612519137,Scott A. Mushkin,0.2936298052190202,male,Wolfe Research,"('SHW', '2018 q1')",0.0
2246,SHW,2018 q1,1510,0.6809307612519137,"Charles E. Cerankosky, Jr",0.5659831052482897,male,Northcoast Research,"('SHW', '2018 q1')",0.011008268222212791
2247,SHW,2018 q1,1510,0.6809307612519137,"Nishu Sood, CFA",0.4497663515255669,male,Deutsche Bank,"('SHW', '2018 q1')",0.0
2248,WRK,2018 q1,1510,0.5287260876396166,Mr. Paul C. Quinn,0.2855735455637164,male,RBC Capital Markets,"('WRK', '2018 q1')",0.0
2249,CHD,2018 q1,3030,0.522665583408191,Mr. Keith Snyder,0.7325615979364537,male,CFRA Equity Research,"('CHD', '2018 q1')",0.0
2250,CL,2018 q1,3030,0.6215532359725232,Mr. Keith Snyder,0.8006386371662113,male,CFRA Equity Research,"('CL', '2018 q1')",0.0
2251,CLX,2018 q1,3030,0.7520291407682095,Mr. Keith Snyder,0.7713182495843767,male,CFRA Equity Research,"('CLX', '2018 q1')",0.0
2252,KMB,2018 q1,3030,0.6654545953239798,Mr. Keith Snyder,0.818743395765129,male,CFRA Equity Research,"('KMB', '2018 q1')",0.0
2253,PG,2018 q1,3030,0.6589384812308321,Mr. Keith Snyder,0.5786563525248638,male,CFRA Equity Research,"('PG', '2018 q1')",0.0
2254,CHD,2018 q1,3030,0.522665583408191,Erin Lash,0.5996030792072157,female,"Morningstar, Inc.","('CHD', '2018 q1')",0.0
2255,CL,2018 q1,3030,0.6215532359725232,Erin Lash,0.6583902936722131,female,"Morningstar, Inc.","('CL', '2018 q1')",0.0
2256,CLX,2018 q1,3030,0.7520291407682095,Erin Lash,0.7933472898666251,female,"Morningstar, Inc.","('CLX', '2018 q1')",0.0
2257,PG,2018 q1,3030,0.6589384812308321,Erin Lash,0.7290827003241196,female,"Morningstar, Inc.","('PG', '2018 q1')",0.0
2258,CHD,2018 q1,3030,0.522665583408191,"Mr. Jon R. Andersen, CFA",0.2549013497069726,male,William Blair & Company,"('CHD', '2018 q1')",0.0
2259,CHD,2018 q1,3030,0.522665583408191,Mr. Steve Powers,0.8727226838751448,male,Deutsche Bank,"('CHD', '2018 q1')",0.0
2260,CL,2018 q1,3030,0.6215532359725232,Mr. Steve Powers,0.886958967918579,male,Deutsche Bank,"('CL', '2018 q1')",0.0
2261,CLX,2018 q1,3030,0.7520291407682095,Mr. Steve Powers,0.9061220074779514,male,Deutsche Bank,"('CLX', '2018 q1')",0.0
2262,EI,2018 q1,3030,0.6666037100601274,Mr. Steve Powers,0.8474103140262847,male,Deutsche Bank,"('EI', '2018 q1')",0.0
2263,KMB,2018 q1,3030,0.6654545953239798,Mr. Steve Powers,0.9043371813576564,male,Deutsche Bank,"('KMB', '2018 q1')",0.0
2264,PG,2018 q1,3030,0.6589384812308321,Mr. Steve Powers,0.8579527754369802,male,Deutsche Bank,"('PG', '2018 q1')",0.01666666753590107
2265,CHD,2018 q1,3030,0.522665583408191,"Mr. William B. Chappell, CFA",0.1992602825213132,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2018 q1')",0.0
2266,CL,2018 q1,3030,0.6215532359725232,"Mr. William B. Chappell, CFA",0.3536085364645109,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2018 q1')",0.0497901476919651
2267,PG,2018 q1,3030,0.6589384812308321,"Mr. William B. Chappell, CFA",0.3183634600025641,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2018 q1')",0.014794190414249897
2268,CHD,2018 q1,3030,0.522665583408191,"Kevin M. Grundy, CPA",0.1684511774650644,male,Jefferies,"('CHD', '2018 q1')",0.0
2269,CL,2018 q1,3030,0.6215532359725232,"Kevin M. Grundy, CPA",0.3451382097152992,male,Jefferies,"('CL', '2018 q1')",0.0
2270,CLX,2018 q1,3030,0.7520291407682095,"Kevin M. Grundy, CPA",0.3508728625067078,male,Jefferies,"('CLX', '2018 q1')",0.0
2271,KMB,2018 q1,3030,0.6654545953239798,"Kevin M. Grundy, CPA",0.3083902695443966,male,Jefferies,"('KMB', '2018 q1')",0.0
2272,PG,2018 q1,3030,0.6589384812308321,"Kevin M. Grundy, CPA",0.3292536696028689,male,Jefferies,"('PG', '2018 q1')",0.0
2273,CHD,2018 q1,3030,0.522665583408191,Mr. Iain E. Simpson,0.4082112268404234,male,Societe Generale,"('CHD', '2018 q1')",0.0
2274,CL,2018 q1,3030,0.6215532359725232,Mr. Iain E. Simpson,0.4429709918017673,male,Societe Generale,"('CL', '2018 q1')",0.0
2275,KMB,2018 q1,3030,0.6654545953239798,Mr. Iain E. Simpson,0.6670226841585171,male,Societe Generale,"('KMB', '2018 q1')",0.0
2276,CHD,2018 q1,3030,0.522665583408191,Mr. Nik Modi,0.1715776261129125,male,RBC Capital Markets,"('CHD', '2018 q1')",0.013018520548939705
2277,CL,2018 q1,3030,0.6215532359725232,Mr. Nik Modi,0.256630918008901,male,RBC Capital Markets,"('CL', '2018 q1')",0.0
2278,CLX,2018 q1,3030,0.7520291407682095,Mr. Nik Modi,0.3656252737125005,male,RBC Capital Markets,"('CLX', '2018 q1')",0.0
2279,COTY,2018 q1,3030,0.6955976561364592,Mr. Nik Modi,0.3775403072404911,male,RBC Capital Markets,"('COTY', '2018 q1')",0.013806137256324291
2280,EI,2018 q1,3030,0.6666037100601274,Mr. Nik Modi,0.3267041122580479,male,RBC Capital Markets,"('EI', '2018 q1')",0.0
2281,KMB,2018 q1,3030,0.6654545953239798,Mr. Nik Modi,0.3321613593846068,male,RBC Capital Markets,"('KMB', '2018 q1')",0.016528954729437828
2282,PG,2018 q1,3030,0.6589384812308321,Mr. Nik Modi,0.3077258896623773,male,RBC Capital Markets,"('PG', '2018 q1')",0.021327543382843338
2283,CHD,2018 q1,3030,0.522665583408191,"Olivia Tong, CFA",0.2655857057545875,female,BofA Global Research,"('CHD', '2018 q1')",0.0
2284,CL,2018 q1,3030,0.6215532359725232,"Olivia Tong, CFA",0.2755843000007689,female,BofA Global Research,"('CL', '2018 q1')",0.0
2285,CLX,2018 q1,3030,0.7520291407682095,"Olivia Tong, CFA",0.4843959876758464,female,BofA Global Research,"('CLX', '2018 q1')",0.009302997340758642
2286,COTY,2018 q1,3030,0.6955976561364592,"Olivia Tong, CFA",0.5700435684939225,female,BofA Global Research,"('COTY', '2018 q1')",0.020685702562332153
2287,EI,2018 q1,3030,0.6666037100601274,"Olivia Tong, CFA",0.5745133688803427,female,BofA Global Research,"('EI', '2018 q1')",0.021053763727347057
2288,KMB,2018 q1,3030,0.6654545953239798,"Olivia Tong, CFA",0.308423564017886,female,BofA Global Research,"('KMB', '2018 q1')",0.0
2289,PG,2018 q1,3030,0.6589384812308321,"Olivia Tong, CFA",0.5342571339762404,female,BofA Global Research,"('PG', '2018 q1')",0.0
2290,CHD,2018 q1,3030,0.522665583408191,Mr. Rupesh Parikh,0.2704540120321312,male,"Oppenheimer & Co., Inc.","('CHD', '2018 q1')",0.042423948645591736
2291,EI,2018 q1,3030,0.6666037100601274,Mr. Rupesh Parikh,0.3044930455029054,male,"Oppenheimer & Co., Inc.","('EI', '2018 q1')",0.011250073090195656
2292,CHD,2018 q1,3030,0.522665583408191,"Mr. Dara W. Mohsenian, CFA",0.1757849311516373,male,Morgan Stanley,"('CHD', '2018 q1')",0.01349623966962099
2293,CL,2018 q1,3030,0.6215532359725232,"Mr. Dara W. Mohsenian, CFA",0.3242718922545965,male,Morgan Stanley,"('CL', '2018 q1')",0.0
2294,CLX,2018 q1,3030,0.7520291407682095,"Mr. Dara W. Mohsenian, CFA",0.4293354099798358,male,Morgan Stanley,"('CLX', '2018 q1')",0.0
2295,COTY,2018 q1,3030,0.6955976561364592,"Mr. Dara W. Mohsenian, CFA",0.5305022076435145,male,Morgan Stanley,"('COTY', '2018 q1')",0.0
2296,EI,2018 q1,3030,0.6666037100601274,"Mr. Dara W. Mohsenian, CFA",0.3844998066311531,male,Morgan Stanley,"('EI', '2018 q1')",0.0
2297,PG,2018 q1,3030,0.6589384812308321,"Mr. Dara W. Mohsenian, CFA",0.3090645939558229,male,Morgan Stanley,"('PG', '2018 q1')",0.014771680347621441
2298,CL,2018 q1,3030,0.6215532359725232,Jeffrey P. Stent,0.4153197887213278,male,Exane BNP Paribas,"('CL', '2018 q1')",0.0
2299,PG,2018 q1,3030,0.6589384812308321,Jeffrey P. Stent,0.3212158540817942,male,Exane BNP Paribas,"('PG', '2018 q1')",0.0
2300,CLX,2018 q1,3030,0.7520291407682095,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CLX', '2018 q1')",0.9792950749397278
2301,PG,2018 q1,3030,0.6589384812308321,SADIF Research,0.947995135563411,Not a person,Sadif Analytics Prime,"('PG', '2018 q1')",0.9119740128517151
2302,COTY,2018 q1,3030,0.6955976561364592,Ms. Stephanie S. Wissink,0.3606260307884253,female,Jefferies,"('COTY', '2018 q1')",0.0
2303,EI,2018 q1,3030,0.6666037100601274,Ms. Stephanie S. Wissink,0.2489451038448055,female,Jefferies,"('EI', '2018 q1')",0.0
2304,COTY,2018 q1,3030,0.6955976561364592,Joseph Agnese,0.9182656431590488,male,CFRA Equity Research,"('COTY', '2018 q1')",0.0
2305,EI,2018 q1,3030,0.6666037100601274,Joseph Agnese,0.4465452335698345,male,CFRA Equity Research,"('EI', '2018 q1')",0.03333333507180214
2306,COTY,2018 q1,3030,0.6955976561364592,Ms. Lauren R. Lieberman,0.4141141167911431,female,Barclays,"('COTY', '2018 q1')",0.0
2307,EI,2018 q1,3030,0.6666037100601274,Ms. Lauren R. Lieberman,0.4465452335698345,female,Barclays,"('EI', '2018 q1')",0.03333333507180214
2308,KMB,2018 q1,3030,0.6654545953239798,Ms. Lauren R. Lieberman,0.4036912122352089,female,Barclays,"('KMB', '2018 q1')",0.0
2309,PG,2018 q1,3030,0.6589384812308321,Ms. Lauren R. Lieberman,0.493351635388382,female,Barclays,"('PG', '2018 q1')",0.018110813573002815
2310,COTY,2018 q1,3030,0.6955976561364592,Chas Manso,0.7979532646891354,male,Societe Generale,"('COTY', '2018 q1')",0.012288710102438927
2311,EI,2018 q1,3030,0.6666037100601274,Chas Manso,0.4465452335698345,male,Societe Generale,"('EI', '2018 q1')",0.03333333507180214
2312,PG,2018 q1,3030,0.6589384812308321,Chas Manso,0.6036879408577213,male,Societe Generale,"('PG', '2018 q1')",0.0
2313,COTY,2018 q1,3030,0.6955976561364592,Ms. Rosie Edwards,0.6344178405264527,female,Berenberg,"('COTY', '2018 q1')",0.012685215100646019
2314,EI,2018 q1,3030,0.6666037100601274,Ms. Rosie Edwards,0.5492640207685271,female,Berenberg,"('EI', '2018 q1')",0.0
2315,KMB,2018 q1,3030,0.6654545953239798,Ms. Rosie Edwards,0.5963802451029143,female,Berenberg,"('KMB', '2018 q1')",0.0
2316,PG,2018 q1,3030,0.6589384812308321,Ms. Rosie Edwards,0.211109148686231,female,Berenberg,"('PG', '2018 q1')",0.0
2317,EI,2018 q1,3030,0.6666037100601274,Erinn E. Murphy,0.3882032773901462,female,Piper Sandler Companies,"('EI', '2018 q1')",0.0
2318,EI,2018 q1,3030,0.6666037100601274,Ms. Dana L. Telsey,0.4165018533262593,female,Telsey Advisory Group,"('EI', '2018 q1')",0.006254810219009717
2319,EI,2018 q1,3030,0.6666037100601274,Mr. Sonia Vora,0.6311707528348198,male,"Morningstar, Inc.","('EI', '2018 q1')",0.0
2320,EI,2018 q1,3030,0.6666037100601274,Mr. Christopher A. Jacobson,0.9199574079083488,male,Susquehanna Financial Group LLLP,"('EI', '2018 q1')",0.020733535289764404
2321,PG,2018 q1,3030,0.6589384812308321,"Jeffrey S. Thomison, CFA",0.2716042020437936,male,Hilliard Lyons,"('PG', '2018 q1')",0.02010214701294899
2322,CHD,2018 q2,3030,0.5994444286507189,Erin Lash,0.667627427771947,female,"Morningstar, Inc.","('CHD', '2018 q2')",0.0
2323,CL,2018 q2,3030,0.5894232922380483,Erin Lash,0.7087678965490432,female,"Morningstar, Inc.","('CL', '2018 q2')",0.0
2324,CLX,2018 q2,3030,0.673543084351846,Erin Lash,0.7648209567861035,female,"Morningstar, Inc.","('CLX', '2018 q2')",0.0
2325,KMB,2018 q2,3030,0.6539340040392863,Erin Lash,0.7976713285213392,female,"Morningstar, Inc.","('KMB', '2018 q2')",0.0
2326,PG,2018 q2,3030,0.5198675525023131,Erin Lash,0.6412898738638312,female,"Morningstar, Inc.","('PG', '2018 q2')",0.0
2327,CHD,2018 q2,3030,0.5994444286507189,"Mr. William B. Chappell, CFA",0.6313546834539503,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2018 q2')",0.0
2328,CL,2018 q2,3030,0.5894232922380483,"Mr. William B. Chappell, CFA",0.3875321303190552,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2018 q2')",0.0
2329,PG,2018 q2,3030,0.5198675525023131,"Mr. William B. Chappell, CFA",0.1957032920462169,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2018 q2')",0.0
2330,CHD,2018 q2,3030,0.5994444286507189,Mr. Keith Snyder,0.7344313288494179,male,CFRA Equity Research,"('CHD', '2018 q2')",0.0
2331,CL,2018 q2,3030,0.5894232922380483,Mr. Keith Snyder,0.7729361117819081,male,CFRA Equity Research,"('CL', '2018 q2')",0.0
2332,CLX,2018 q2,3030,0.673543084351846,Mr. Keith Snyder,0.7261835551261223,male,CFRA Equity Research,"('CLX', '2018 q2')",0.0
2333,KMB,2018 q2,3030,0.6539340040392863,Mr. Keith Snyder,0.7742391780565001,male,CFRA Equity Research,"('KMB', '2018 q2')",0.0
2334,PG,2018 q2,3030,0.5198675525023131,Mr. Keith Snyder,0.6044229001426682,male,CFRA Equity Research,"('PG', '2018 q2')",0.0
2335,CHD,2018 q2,3030,0.5994444286507189,Mr. Steve Powers,0.4456507811749154,male,Deutsche Bank,"('CHD', '2018 q2')",0.0
2336,CL,2018 q2,3030,0.5894232922380483,Mr. Steve Powers,0.8965794979104881,male,Deutsche Bank,"('CL', '2018 q2')",0.0
2337,CLX,2018 q2,3030,0.673543084351846,Mr. Steve Powers,0.8866567352439678,male,Deutsche Bank,"('CLX', '2018 q2')",0.01666666753590107
2338,EI,2018 q2,3030,0.537774208747676,Mr. Steve Powers,0.3415212723578027,male,Deutsche Bank,"('EI', '2018 q2')",0.03333333507180214
2339,KMB,2018 q2,3030,0.6539340040392863,Mr. Steve Powers,0.8873063259644222,male,Deutsche Bank,"('KMB', '2018 q2')",0.0
2340,PG,2018 q2,3030,0.5198675525023131,Mr. Steve Powers,0.6576092032719748,male,Deutsche Bank,"('PG', '2018 q2')",0.03333333507180214
2341,CHD,2018 q2,3030,0.5994444286507189,"Olivia Tong, CFA",0.3171944303654271,female,BofA Global Research,"('CHD', '2018 q2')",0.0
2342,CL,2018 q2,3030,0.5894232922380483,"Olivia Tong, CFA",0.2546523961106404,female,BofA Global Research,"('CL', '2018 q2')",0.0
2343,CLX,2018 q2,3030,0.673543084351846,"Olivia Tong, CFA",0.4481905393335542,female,BofA Global Research,"('CLX', '2018 q2')",0.012802883051335812
2344,COTY,2018 q2,3030,0.7457583940524827,"Olivia Tong, CFA",0.5000363897168366,female,BofA Global Research,"('COTY', '2018 q2')",0.0
2345,EI,2018 q2,3030,0.537774208747676,"Olivia Tong, CFA",0.5117501867690147,female,BofA Global Research,"('EI', '2018 q2')",0.010990926374991735
2346,KMB,2018 q2,3030,0.6539340040392863,"Olivia Tong, CFA",0.3845062788100189,female,BofA Global Research,"('KMB', '2018 q2')",0.0
2347,CHD,2018 q2,3030,0.5994444286507189,Mr. Rupesh Parikh,0.267432866391374,male,"Oppenheimer & Co., Inc.","('CHD', '2018 q2')",0.062265943735837936
2348,EI,2018 q2,3030,0.537774208747676,Mr. Rupesh Parikh,0.2671087936375272,male,"Oppenheimer & Co., Inc.","('EI', '2018 q2')",0.009135225787758827
2349,CHD,2018 q2,3030,0.5994444286507189,SADIF Research,0.9790007100213068,Not a person,Sadif Analytics Prime,"('CHD', '2018 q2')",0.979860246181488
2350,CHD,2018 q2,3030,0.5994444286507189,"Mr. Dara W. Mohsenian, CFA",0.2572584372853335,male,Morgan Stanley,"('CHD', '2018 q2')",0.0
2351,CL,2018 q2,3030,0.5894232922380483,"Mr. Dara W. Mohsenian, CFA",0.2664407382877346,male,Morgan Stanley,"('CL', '2018 q2')",0.0
2352,CLX,2018 q2,3030,0.673543084351846,"Mr. Dara W. Mohsenian, CFA",0.5278081561551498,male,Morgan Stanley,"('CLX', '2018 q2')",0.0
2353,COTY,2018 q2,3030,0.7457583940524827,"Mr. Dara W. Mohsenian, CFA",0.6081440279534642,male,Morgan Stanley,"('COTY', '2018 q2')",0.0
2354,EI,2018 q2,3030,0.537774208747676,"Mr. Dara W. Mohsenian, CFA",0.3165484721227953,male,Morgan Stanley,"('EI', '2018 q2')",0.008333333767950535
2355,KMB,2018 q2,3030,0.6539340040392863,"Mr. Dara W. Mohsenian, CFA",0.2066774826424773,male,Morgan Stanley,"('KMB', '2018 q2')",0.012575611472129822
2356,PG,2018 q2,3030,0.5198675525023131,"Mr. Dara W. Mohsenian, CFA",0.2650292370737416,male,Morgan Stanley,"('PG', '2018 q2')",0.0108029805123806
2357,CHD,2018 q2,3030,0.5994444286507189,Mr. Nik Modi,0.185673741741602,male,RBC Capital Markets,"('CHD', '2018 q2')",0.021739037707448006
2358,CL,2018 q2,3030,0.5894232922380483,Mr. Nik Modi,0.2059406434982492,male,RBC Capital Markets,"('CL', '2018 q2')",0.0
2359,CLX,2018 q2,3030,0.673543084351846,Mr. Nik Modi,0.3198204808489228,male,RBC Capital Markets,"('CLX', '2018 q2')",0.02529425360262394
2360,EI,2018 q2,3030,0.537774208747676,Mr. Nik Modi,0.3096213451888448,male,RBC Capital Markets,"('EI', '2018 q2')",0.0
2361,KMB,2018 q2,3030,0.6539340040392863,Mr. Nik Modi,0.2842989217366267,male,RBC Capital Markets,"('KMB', '2018 q2')",0.019194532185792923
2362,PG,2018 q2,3030,0.5198675525023131,Mr. Nik Modi,0.180043402544709,male,RBC Capital Markets,"('PG', '2018 q2')",0.0
2363,CHD,2018 q2,3030,0.5994444286507189,"Kevin M. Grundy, CPA",0.2035771131305894,male,Jefferies,"('CHD', '2018 q2')",0.009259499609470367
2364,CL,2018 q2,3030,0.5894232922380483,"Kevin M. Grundy, CPA",0.3286121427062961,male,Jefferies,"('CL', '2018 q2')",0.0
2365,CLX,2018 q2,3030,0.673543084351846,"Kevin M. Grundy, CPA",0.3090788816394814,male,Jefferies,"('CLX', '2018 q2')",0.0
2366,KMB,2018 q2,3030,0.6539340040392863,"Kevin M. Grundy, CPA",0.3319279550096983,male,Jefferies,"('KMB', '2018 q2')",0.0
2367,PG,2018 q2,3030,0.5198675525023131,"Kevin M. Grundy, CPA",0.2642288318701467,male,Jefferies,"('PG', '2018 q2')",0.0
2368,CHD,2018 q2,3030,0.5994444286507189,Ms. Lauren R. Lieberman,0.1997416826989287,female,Barclays,"('CHD', '2018 q2')",0.0
2369,CL,2018 q2,3030,0.5894232922380483,Ms. Lauren R. Lieberman,0.1784506954264785,female,Barclays,"('CL', '2018 q2')",0.0
2370,CLX,2018 q2,3030,0.673543084351846,Ms. Lauren R. Lieberman,0.4253665681641859,female,Barclays,"('CLX', '2018 q2')",0.0
2371,COTY,2018 q2,3030,0.7457583940524827,Ms. Lauren R. Lieberman,0.4859013952150385,female,Barclays,"('COTY', '2018 q2')",0.013294593431055546
2372,EI,2018 q2,3030,0.537774208747676,Ms. Lauren R. Lieberman,0.3415212723578027,female,Barclays,"('EI', '2018 q2')",0.03333333507180214
2373,KMB,2018 q2,3030,0.6539340040392863,Ms. Lauren R. Lieberman,0.373087816074049,female,Barclays,"('KMB', '2018 q2')",0.0
2374,PG,2018 q2,3030,0.5198675525023131,Ms. Lauren R. Lieberman,0.3003994056303973,female,Barclays,"('PG', '2018 q2')",0.0
2375,CL,2018 q2,3030,0.5894232922380483,Jeffrey P. Stent,0.1760211214604095,male,Exane BNP Paribas,"('CL', '2018 q2')",0.012679465115070343
2376,PG,2018 q2,3030,0.5198675525023131,Jeffrey P. Stent,0.1077157563643379,male,Exane BNP Paribas,"('PG', '2018 q2')",0.0
2377,CL,2018 q2,3030,0.5894232922380483,Mr. Iain E. Simpson,0.6120249624606745,male,Societe Generale,"('CL', '2018 q2')",0.0
2378,KMB,2018 q2,3030,0.6539340040392863,Mr. Iain E. Simpson,0.6204838067234132,male,Societe Generale,"('KMB', '2018 q2')",0.0
2379,COTY,2018 q2,3030,0.7457583940524827,Ms. Rosie Edwards,0.6050211279649698,female,Berenberg,"('COTY', '2018 q2')",0.0
2380,PG,2018 q2,3030,0.5198675525023131,Ms. Rosie Edwards,0.1278189425305203,female,Berenberg,"('PG', '2018 q2')",0.0
2381,COTY,2018 q2,3030,0.7457583940524827,Joseph Agnese,0.9156843639663056,male,CFRA Equity Research,"('COTY', '2018 q2')",0.0
2382,EI,2018 q2,3030,0.537774208747676,Joseph Agnese,0.3415212723578027,male,CFRA Equity Research,"('EI', '2018 q2')",0.03333333507180214
2383,COTY,2018 q2,3030,0.7457583940524827,Ms. Faiza Alwy,0.5159827114021427,female,Deutsche Bank,"('COTY', '2018 q2')",0.0
2384,COTY,2018 q2,3030,0.7457583940524827,Chas Manso,0.7840314499462538,male,Societe Generale,"('COTY', '2018 q2')",0.0
2385,EI,2018 q2,3030,0.537774208747676,Chas Manso,0.3415212723578027,male,Societe Generale,"('EI', '2018 q2')",0.03333333507180214
2386,PG,2018 q2,3030,0.5198675525023131,Chas Manso,0.7763923806517475,male,Societe Generale,"('PG', '2018 q2')",0.0
2387,COTY,2018 q2,3030,0.7457583940524827,Ms. Stephanie S. Wissink,0.4031406408358309,female,Jefferies,"('COTY', '2018 q2')",0.0
2388,EI,2018 q2,3030,0.537774208747676,Ms. Stephanie S. Wissink,0.3413413019193896,female,Jefferies,"('EI', '2018 q2')",0.0
2389,COTY,2018 q2,3030,0.7457583940524827,Mr. Sonia Vora,0.7807616442408485,male,"Morningstar, Inc.","('COTY', '2018 q2')",0.0
2390,EI,2018 q2,3030,0.537774208747676,Mr. Sonia Vora,0.5925469475101361,male,"Morningstar, Inc.","('EI', '2018 q2')",0.011111111690600714
2391,EI,2018 q2,3030,0.537774208747676,Ms. Dana L. Telsey,0.4511759305695747,female,Telsey Advisory Group,"('EI', '2018 q2')",0.00534048614402612
2392,EI,2018 q2,3030,0.537774208747676,Tristan d'Aboville,0.3415212723578026,male,William O'Neil + Co.,"('EI', '2018 q2')",0.03333333507180214
2393,EI,2018 q2,3030,0.537774208747676,Erinn E. Murphy,0.3409719546169537,female,Piper Sandler Companies,"('EI', '2018 q2')",0.0
2394,EI,2018 q2,3030,0.537774208747676,Mr. Robert E. Ottenstein,0.2857998295159249,male,EVERCORE ISI,"('EI', '2018 q2')",0.0
2395,EI,2018 q2,3030,0.537774208747676,Mr. Michael C. Binetti,0.4531216210011465,male,Credit Suisse,"('EI', '2018 q2')",0.03397313132882118
2396,PG,2018 q2,3030,0.5198675525023131,"Jeffrey S. Thomison, CFA",0.2787705992610574,male,Hilliard Lyons,"('PG', '2018 q2')",0.012451906688511372
2397,CHD,2018 q3,3030,0.7027745839243127,Mr. Rupesh Parikh,0.4068491294076209,male,"Oppenheimer & Co., Inc.","('CHD', '2018 q3')",0.05550285987555981
2398,EI,2018 q3,3030,0.6410885947794329,Mr. Rupesh Parikh,0.3083488961037807,male,"Oppenheimer & Co., Inc.","('EI', '2018 q3')",0.0
2399,CHD,2018 q3,3030,0.7027745839243127,SADIF Research,0.980125839553401,Not a person,Sadif Analytics Prime,"('CHD', '2018 q3')",0.9798603653907776
2400,CLX,2018 q3,3030,0.638932333500388,SADIF Research,0.9934379248649212,Not a person,Sadif Analytics Prime,"('CLX', '2018 q3')",0.9790748953819275
2401,CHD,2018 q3,3030,0.7027745839243127,Ms. Lauren R. Lieberman,0.3977202857303767,female,Barclays,"('CHD', '2018 q3')",0.0
2402,COTY,2018 q3,3030,0.6931257451016993,Ms. Lauren R. Lieberman,0.6857852299807073,female,Barclays,"('COTY', '2018 q3')",0.0
2403,EI,2018 q3,3030,0.6410885947794329,Ms. Lauren R. Lieberman,0.3903932915876136,female,Barclays,"('EI', '2018 q3')",0.03333333507180214
2404,KMB,2018 q3,3030,0.7382207090067274,Ms. Lauren R. Lieberman,0.3247354970598703,female,Barclays,"('KMB', '2018 q3')",0.0
2405,PG,2018 q3,3030,0.6296870329603445,Ms. Lauren R. Lieberman,0.6128142301782475,female,Barclays,"('PG', '2018 q3')",0.0
2406,CHD,2018 q3,3030,0.7027745839243127,Mr. Keith Snyder,0.7305837340095366,male,CFRA Equity Research,"('CHD', '2018 q3')",0.0
2407,CL,2018 q3,3030,0.7149380422548989,Mr. Keith Snyder,0.8037165282407868,male,CFRA Equity Research,"('CL', '2018 q3')",0.0
2408,CLX,2018 q3,3030,0.638932333500388,Mr. Keith Snyder,0.7072878393906823,male,CFRA Equity Research,"('CLX', '2018 q3')",0.0
2409,KMB,2018 q3,3030,0.7382207090067274,Mr. Keith Snyder,0.7860777317291802,male,CFRA Equity Research,"('KMB', '2018 q3')",0.0
2410,PG,2018 q3,3030,0.6296870329603445,Mr. Keith Snyder,0.6365300685605818,male,CFRA Equity Research,"('PG', '2018 q3')",0.0
2411,CHD,2018 q3,3030,0.7027745839243127,"Mr. William B. Chappell, CFA",0.4011095267870325,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2018 q3')",0.0
2412,CL,2018 q3,3030,0.7149380422548989,"Mr. William B. Chappell, CFA",0.449416748642839,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2018 q3')",0.021206039935350418
2413,PG,2018 q3,3030,0.6296870329603445,"Mr. William B. Chappell, CFA",0.287769737651847,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2018 q3')",0.0
2414,CHD,2018 q3,3030,0.7027745839243127,"Kevin M. Grundy, CPA",0.2176931778666733,male,Jefferies,"('CHD', '2018 q3')",0.0
2415,CL,2018 q3,3030,0.7149380422548989,"Kevin M. Grundy, CPA",0.3538000402011413,male,Jefferies,"('CL', '2018 q3')",0.0
2416,CLX,2018 q3,3030,0.638932333500388,"Kevin M. Grundy, CPA",0.2614037994917252,male,Jefferies,"('CLX', '2018 q3')",0.0
2417,KMB,2018 q3,3030,0.7382207090067274,"Kevin M. Grundy, CPA",0.4004235952549455,male,Jefferies,"('KMB', '2018 q3')",0.0
2418,PG,2018 q3,3030,0.6296870329603445,"Kevin M. Grundy, CPA",0.3026184109656958,male,Jefferies,"('PG', '2018 q3')",0.0
2419,CHD,2018 q3,3030,0.7027745839243127,Mr. Steve Powers,0.9120916467484949,male,Deutsche Bank,"('CHD', '2018 q3')",0.0
2420,CL,2018 q3,3030,0.7149380422548989,Mr. Steve Powers,0.937198687438001,male,Deutsche Bank,"('CL', '2018 q3')",0.01666666753590107
2421,EI,2018 q3,3030,0.6410885947794329,Mr. Steve Powers,0.7865634318193834,male,Deutsche Bank,"('EI', '2018 q3')",0.0
2422,KMB,2018 q3,3030,0.7382207090067274,Mr. Steve Powers,0.8715559149083592,male,Deutsche Bank,"('KMB', '2018 q3')",0.0
2423,PG,2018 q3,3030,0.6296870329603445,Mr. Steve Powers,0.7955914282352226,male,Deutsche Bank,"('PG', '2018 q3')",0.0
2424,CHD,2018 q3,3030,0.7027745839243127,"Mr. Jon R. Andersen, CFA",0.36236952226123,male,William Blair & Company,"('CHD', '2018 q3')",0.0
2425,CHD,2018 q3,3030,0.7027745839243127,"Olivia Tong, CFA",0.6468395340417852,female,BofA Global Research,"('CHD', '2018 q3')",0.02910849265754223
2426,CL,2018 q3,3030,0.7149380422548989,"Olivia Tong, CFA",0.5540942662672969,female,BofA Global Research,"('CL', '2018 q3')",0.008623216301202774
2427,CLX,2018 q3,3030,0.638932333500388,"Olivia Tong, CFA",0.3704767795417322,female,BofA Global Research,"('CLX', '2018 q3')",0.010751567780971527
2428,COTY,2018 q3,3030,0.6931257451016993,"Olivia Tong, CFA",0.2390729269177723,female,BofA Global Research,"('COTY', '2018 q3')",0.0
2429,EI,2018 q3,3030,0.6410885947794329,"Olivia Tong, CFA",0.3148595419317186,female,BofA Global Research,"('EI', '2018 q3')",0.0
2430,KMB,2018 q3,3030,0.7382207090067274,"Olivia Tong, CFA",0.5195314202911533,female,BofA Global Research,"('KMB', '2018 q3')",0.0
2431,PG,2018 q3,3030,0.6296870329603445,"Olivia Tong, CFA",0.2486380244284724,female,BofA Global Research,"('PG', '2018 q3')",0.0
2432,CHD,2018 q3,3030,0.7027745839243127,Mr. Nik Modi,0.2667265065408969,male,RBC Capital Markets,"('CHD', '2018 q3')",0.01894095540046692
2433,CL,2018 q3,3030,0.7149380422548989,Mr. Nik Modi,0.2872349473558698,male,RBC Capital Markets,"('CL', '2018 q3')",0.0
2434,CLX,2018 q3,3030,0.638932333500388,Mr. Nik Modi,0.2875511417380181,male,RBC Capital Markets,"('CLX', '2018 q3')",0.0
2435,COTY,2018 q3,3030,0.6931257451016993,Mr. Nik Modi,0.3042532963840961,male,RBC Capital Markets,"('COTY', '2018 q3')",0.011251801624894142
2436,EI,2018 q3,3030,0.6410885947794329,Mr. Nik Modi,0.375315036497032,male,RBC Capital Markets,"('EI', '2018 q3')",0.0
2437,CHD,2018 q3,3030,0.7027745839243127,"Mr. Dara W. Mohsenian, CFA",0.3174792449069225,male,Morgan Stanley,"('CHD', '2018 q3')",0.0
2438,CL,2018 q3,3030,0.7149380422548989,"Mr. Dara W. Mohsenian, CFA",0.384358170818748,male,Morgan Stanley,"('CL', '2018 q3')",0.0
2439,CLX,2018 q3,3030,0.638932333500388,"Mr. Dara W. Mohsenian, CFA",0.2630297688671915,male,Morgan Stanley,"('CLX', '2018 q3')",0.021164853125810623
2440,COTY,2018 q3,3030,0.6931257451016993,"Mr. Dara W. Mohsenian, CFA",0.4560006009421486,male,Morgan Stanley,"('COTY', '2018 q3')",0.0
2441,EI,2018 q3,3030,0.6410885947794329,"Mr. Dara W. Mohsenian, CFA",0.552975419178629,male,Morgan Stanley,"('EI', '2018 q3')",0.011111111690600714
2442,KMB,2018 q3,3030,0.7382207090067274,"Mr. Dara W. Mohsenian, CFA",0.3788706036920575,male,Morgan Stanley,"('KMB', '2018 q3')",0.0
2443,PG,2018 q3,3030,0.6296870329603445,"Mr. Dara W. Mohsenian, CFA",0.3341782414919688,male,Morgan Stanley,"('PG', '2018 q3')",0.0
2444,CHD,2018 q3,3030,0.7027745839243127,Erin Lash,0.709213559572244,female,"Morningstar, Inc.","('CHD', '2018 q3')",0.0
2445,CL,2018 q3,3030,0.7149380422548989,Erin Lash,0.7614392153852834,female,"Morningstar, Inc.","('CL', '2018 q3')",0.0
2446,CLX,2018 q3,3030,0.638932333500388,Erin Lash,0.7900771652047368,female,"Morningstar, Inc.","('CLX', '2018 q3')",0.0
2447,KMB,2018 q3,3030,0.7382207090067274,Erin Lash,0.8379266501020677,female,"Morningstar, Inc.","('KMB', '2018 q3')",0.0
2448,PG,2018 q3,3030,0.6296870329603445,Erin Lash,0.6927630217101606,female,"Morningstar, Inc.","('PG', '2018 q3')",0.0
2449,CHD,2018 q3,3030,0.7027745839243127,Mr. Mitul Girotra,0.6393118234232066,male,Societe Generale,"('CHD', '2018 q3')",0.0
2450,CL,2018 q3,3030,0.7149380422548989,Mr. Mitul Girotra,0.6649233581944396,male,Societe Generale,"('CL', '2018 q3')",0.0
2451,COTY,2018 q3,3030,0.6931257451016993,Mr. Mitul Girotra,0.6381672632770925,male,Societe Generale,"('COTY', '2018 q3')",0.0
2452,EI,2018 q3,3030,0.6410885947794329,Mr. Mitul Girotra,0.3903932915876136,male,Societe Generale,"('EI', '2018 q3')",0.03333333507180214
2453,KMB,2018 q3,3030,0.7382207090067274,Mr. Mitul Girotra,0.7231629711941651,male,Societe Generale,"('KMB', '2018 q3')",0.0
2454,CL,2018 q3,3030,0.7149380422548989,Jeffrey P. Stent,0.5538904769861726,male,Exane BNP Paribas,"('CL', '2018 q3')",0.0
2455,PG,2018 q3,3030,0.6296870329603445,Jeffrey P. Stent,0.4753868485938697,male,Exane BNP Paribas,"('PG', '2018 q3')",0.0
2456,COTY,2018 q3,3030,0.6931257451016993,Mr. Robert E. Ottenstein,0.3077102649326125,male,EVERCORE ISI,"('COTY', '2018 q3')",0.010196659713983536
2457,EI,2018 q3,3030,0.6410885947794329,Mr. Robert E. Ottenstein,0.8206479330150476,male,EVERCORE ISI,"('EI', '2018 q3')",0.0
2458,COTY,2018 q3,3030,0.6931257451016993,Mr. Sonia Vora,0.7813591664886159,male,"Morningstar, Inc.","('COTY', '2018 q3')",0.0
2459,EI,2018 q3,3030,0.6410885947794329,Mr. Sonia Vora,0.7865628992534247,male,"Morningstar, Inc.","('EI', '2018 q3')",0.0
2460,COTY,2018 q3,3030,0.6931257451016993,Ms. Stephanie S. Wissink,0.3475531700736899,female,Jefferies,"('COTY', '2018 q3')",0.0
2461,EI,2018 q3,3030,0.6410885947794329,Ms. Stephanie S. Wissink,0.2865550529735515,female,Jefferies,"('EI', '2018 q3')",0.0
2462,COTY,2018 q3,3030,0.6931257451016993,Paige Marcus,0.7586744556998819,female,CFRA Equity Research,"('COTY', '2018 q3')",0.0
2463,COTY,2018 q3,3030,0.6931257451016993,Joseph Agnese,0.7697213359234402,male,CFRA Equity Research,"('COTY', '2018 q3')",0.0
2464,EI,2018 q3,3030,0.6410885947794329,Joseph Agnese,0.3903932915876136,male,CFRA Equity Research,"('EI', '2018 q3')",0.03333333507180214
2465,COTY,2018 q3,3030,0.6931257451016993,Ms. Faiza Alwy,0.8270738673612902,female,Deutsche Bank,"('COTY', '2018 q3')",0.0
2466,COTY,2018 q3,3030,0.6931257451016993,Ms. Rosie Edwards,0.28751706507899,female,Berenberg,"('COTY', '2018 q3')",0.0
2467,PG,2018 q3,3030,0.6296870329603445,Ms. Rosie Edwards,0.1777531773533981,female,Berenberg,"('PG', '2018 q3')",0.0
2468,EI,2018 q3,3030,0.6410885947794329,Mr. Michael C. Binetti,0.4451086808280818,male,Credit Suisse,"('EI', '2018 q3')",0.0
2469,EI,2018 q3,3030,0.6410885947794329,Credit Suisse Global Product Marketing,0.4733167434738161,Not a person,Credit Suisse,"('EI', '2018 q3')",0.0
2470,EI,2018 q3,3030,0.6410885947794329,"Ms. Angelo Zino, CFA",0.3903932915876136,female,CFRA Equity Research,"('EI', '2018 q3')",0.03333333507180214
2471,EI,2018 q3,3030,0.6410885947794329,Erinn E. Murphy,0.3196016419403316,female,Piper Sandler Companies,"('EI', '2018 q3')",0.0
2472,EI,2018 q3,3030,0.6410885947794329,Ms. Dana L. Telsey,0.3489400501717,female,Telsey Advisory Group,"('EI', '2018 q3')",0.0
2473,KMB,2018 q3,3030,0.7382207090067274,Bonnie L. Herzog,0.6612639864909031,female,"Wells Fargo Securities, LLC","('KMB', '2018 q3')",0.03333333507180214
2474,PG,2018 q3,3030,0.6296870329603445,Chas Manso,0.6753458644364005,male,Societe Generale,"('PG', '2018 q3')",0.0
2475,CHD,2018 q4,3030,0.6530781690134445,"Mr. Jon R. Andersen, CFA",0.3089869785045644,male,William Blair & Company,"('CHD', '2018 q4')",0.0
2476,CHD,2018 q4,3030,0.6530781690134445,Erin Lash,0.6979817896680269,female,"Morningstar, Inc.","('CHD', '2018 q4')",0.0
2477,CL,2018 q4,3030,0.6026626586287224,Erin Lash,0.7575096789326675,female,"Morningstar, Inc.","('CL', '2018 q4')",0.0
2478,CLX,2018 q4,3030,0.6774491079610252,Erin Lash,0.7871771625890907,female,"Morningstar, Inc.","('CLX', '2018 q4')",0.011271679308265448
2479,KMB,2018 q4,3030,0.776972213647961,Erin Lash,0.888953981352282,female,"Morningstar, Inc.","('KMB', '2018 q4')",0.0
2480,PG,2018 q4,3030,0.6582786654177681,Erin Lash,0.7256082514897083,female,"Morningstar, Inc.","('PG', '2018 q4')",0.0
2481,CHD,2018 q4,3030,0.6530781690134445,Mr. Nik Modi,0.2170275271455398,male,RBC Capital Markets,"('CHD', '2018 q4')",0.019574318081140518
2482,CL,2018 q4,3030,0.6026626586287224,Mr. Nik Modi,0.2393379007731274,male,RBC Capital Markets,"('CL', '2018 q4')",0.0
2483,CLX,2018 q4,3030,0.6774491079610252,Mr. Nik Modi,0.3444492955905313,male,RBC Capital Markets,"('CLX', '2018 q4')",0.02214149758219719
2484,COTY,2018 q4,3030,0.7204495097683112,Mr. Nik Modi,0.3203236638003472,male,RBC Capital Markets,"('COTY', '2018 q4')",0.0
2485,KMB,2018 q4,3030,0.776972213647961,Mr. Nik Modi,0.6730868454511731,male,RBC Capital Markets,"('KMB', '2018 q4')",0.03333333507180214
2486,PG,2018 q4,3030,0.6582786654177681,Mr. Nik Modi,0.2327857748398196,male,RBC Capital Markets,"('PG', '2018 q4')",0.014600936323404312
2487,CHD,2018 q4,3030,0.6530781690134445,"Olivia Tong, CFA",0.2440356221465797,female,BofA Global Research,"('CHD', '2018 q4')",0.0
2488,CL,2018 q4,3030,0.6026626586287224,"Olivia Tong, CFA",0.2649244217361228,female,BofA Global Research,"('CL', '2018 q4')",0.0
2489,CLX,2018 q4,3030,0.6774491079610252,"Olivia Tong, CFA",0.4503029817158962,female,BofA Global Research,"('CLX', '2018 q4')",0.022179635241627693
2490,COTY,2018 q4,3030,0.7204495097683112,"Olivia Tong, CFA",0.2908821519743031,female,BofA Global Research,"('COTY', '2018 q4')",0.0
2491,EI,2018 q4,3030,0.6388386585938888,"Olivia Tong, CFA",0.3393020639841072,female,BofA Global Research,"('EI', '2018 q4')",0.0
2492,KMB,2018 q4,3030,0.776972213647961,"Olivia Tong, CFA",0.4515222089825464,female,BofA Global Research,"('KMB', '2018 q4')",0.01460407953709364
2493,PG,2018 q4,3030,0.6582786654177681,"Olivia Tong, CFA",0.201269512164963,female,BofA Global Research,"('PG', '2018 q4')",0.01314533594995737
2494,CHD,2018 q4,3030,0.6530781690134445,"Mr. William B. Chappell, CFA",0.5431783547765839,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2018 q4')",0.0
2495,CL,2018 q4,3030,0.6026626586287224,"Mr. William B. Chappell, CFA",0.2465941157859944,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2018 q4')",0.07231235317885876
2496,PG,2018 q4,3030,0.6582786654177681,"Mr. William B. Chappell, CFA",0.5494680705410593,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2018 q4')",0.0
2497,CHD,2018 q4,3030,0.6530781690134445,"Kevin M. Grundy, CPA",0.2069877495932431,male,Jefferies,"('CHD', '2018 q4')",0.006134210154414177
2498,CL,2018 q4,3030,0.6026626586287224,"Kevin M. Grundy, CPA",0.2993761583457877,male,Jefferies,"('CL', '2018 q4')",0.0
2499,CLX,2018 q4,3030,0.6774491079610252,"Kevin M. Grundy, CPA",0.2944006901522322,male,Jefferies,"('CLX', '2018 q4')",0.0
2500,KMB,2018 q4,3030,0.776972213647961,"Kevin M. Grundy, CPA",0.4498001787342532,male,Jefferies,"('KMB', '2018 q4')",0.014276289381086826
2501,PG,2018 q4,3030,0.6582786654177681,"Kevin M. Grundy, CPA",0.255710606110615,male,Jefferies,"('PG', '2018 q4')",0.0
2502,CHD,2018 q4,3030,0.6530781690134445,Mr. Rupesh Parikh,0.420329656888337,male,"Oppenheimer & Co., Inc.","('CHD', '2018 q4')",0.014628001488745213
2503,EI,2018 q4,3030,0.6388386585938888,Mr. Rupesh Parikh,0.2670087205211304,male,"Oppenheimer & Co., Inc.","('EI', '2018 q4')",0.0
2504,CHD,2018 q4,3030,0.6530781690134445,David Holt,0.682404832002084,male,CFRA Equity Research,"('CHD', '2018 q4')",0.0
2505,CHD,2018 q4,3030,0.6530781690134445,SADIF Research,0.9958350471967786,Not a person,Sadif Analytics Prime,"('CHD', '2018 q4')",0.9796518683433533
2506,PG,2018 q4,3030,0.6582786654177681,SADIF Research,0.9621186461614966,Not a person,Sadif Analytics Prime,"('PG', '2018 q4')",0.9121468663215637
2507,CHD,2018 q4,3030,0.6530781690134445,"Mr. Dara W. Mohsenian, CFA",0.1924325774100953,male,Morgan Stanley,"('CHD', '2018 q4')",0.0
2508,CL,2018 q4,3030,0.6026626586287224,"Mr. Dara W. Mohsenian, CFA",0.2539074761498616,male,Morgan Stanley,"('CL', '2018 q4')",0.0
2509,CLX,2018 q4,3030,0.6774491079610252,"Mr. Dara W. Mohsenian, CFA",0.3216677772464371,male,Morgan Stanley,"('CLX', '2018 q4')",0.0
2510,COTY,2018 q4,3030,0.7204495097683112,"Mr. Dara W. Mohsenian, CFA",0.4331220645009902,male,Morgan Stanley,"('COTY', '2018 q4')",0.0
2511,EI,2018 q4,3030,0.6388386585938888,"Mr. Dara W. Mohsenian, CFA",0.3849304632533023,male,Morgan Stanley,"('EI', '2018 q4')",0.0
2512,KMB,2018 q4,3030,0.776972213647961,"Mr. Dara W. Mohsenian, CFA",0.5174912043906822,male,Morgan Stanley,"('KMB', '2018 q4')",0.0
2513,PG,2018 q4,3030,0.6582786654177681,"Mr. Dara W. Mohsenian, CFA",0.2435781545493635,male,Morgan Stanley,"('PG', '2018 q4')",0.0
2514,CHD,2018 q4,3030,0.6530781690134445,Ms. Lauren R. Lieberman,0.4833453520761606,female,Barclays,"('CHD', '2018 q4')",0.0
2515,CLX,2018 q4,3030,0.6774491079610252,Ms. Lauren R. Lieberman,0.6558096920973008,female,Barclays,"('CLX', '2018 q4')",0.00521662924438715
2516,COTY,2018 q4,3030,0.7204495097683112,Ms. Lauren R. Lieberman,0.552328797774902,female,Barclays,"('COTY', '2018 q4')",0.0
2517,EI,2018 q4,3030,0.6388386585938888,Ms. Lauren R. Lieberman,0.7088449207499048,female,Barclays,"('EI', '2018 q4')",0.01666666753590107
2518,KMB,2018 q4,3030,0.776972213647961,Ms. Lauren R. Lieberman,0.6641881244298102,female,Barclays,"('KMB', '2018 q4')",0.0
2519,PG,2018 q4,3030,0.6582786654177681,Ms. Lauren R. Lieberman,0.2858168329717542,female,Barclays,"('PG', '2018 q4')",0.0
2520,CHD,2018 q4,3030,0.6530781690134445,Mr. Steve Powers,0.8909988349227471,male,Deutsche Bank,"('CHD', '2018 q4')",0.0
2521,CL,2018 q4,3030,0.6026626586287224,Mr. Steve Powers,0.8566204156460797,male,Deutsche Bank,"('CL', '2018 q4')",0.01666666753590107
2522,CLX,2018 q4,3030,0.6774491079610252,Mr. Steve Powers,0.8722889144424933,male,Deutsche Bank,"('CLX', '2018 q4')",0.0
2523,EI,2018 q4,3030,0.6388386585938888,Mr. Steve Powers,0.8152731987637286,male,Deutsche Bank,"('EI', '2018 q4')",0.01666666753590107
2524,KMB,2018 q4,3030,0.776972213647961,Mr. Steve Powers,0.8870171606811805,male,Deutsche Bank,"('KMB', '2018 q4')",0.0
2525,PG,2018 q4,3030,0.6582786654177681,Mr. Steve Powers,0.775105742776032,male,Deutsche Bank,"('PG', '2018 q4')",0.0
2526,CL,2018 q4,3030,0.6026626586287224,Mr. Keith Snyder,0.7909460438390644,male,CFRA Equity Research,"('CL', '2018 q4')",0.0
2527,CLX,2018 q4,3030,0.6774491079610252,Mr. Keith Snyder,0.7027202766184422,male,CFRA Equity Research,"('CLX', '2018 q4')",0.0
2528,KMB,2018 q4,3030,0.776972213647961,Mr. Keith Snyder,0.7838424627023334,male,CFRA Equity Research,"('KMB', '2018 q4')",0.0
2529,PG,2018 q4,3030,0.6582786654177681,Mr. Keith Snyder,0.6891989803581642,male,CFRA Equity Research,"('PG', '2018 q4')",0.0
2530,CL,2018 q4,3030,0.6026626586287224,Jeffrey P. Stent,0.4776091629672506,male,Exane BNP Paribas,"('CL', '2018 q4')",0.0
2531,COTY,2018 q4,3030,0.7204495097683112,Mr. Mitul Girotra,0.7700831088690542,male,Societe Generale,"('COTY', '2018 q4')",0.0
2532,KMB,2018 q4,3030,0.776972213647961,Mr. Mitul Girotra,0.6063977398539141,male,Societe Generale,"('KMB', '2018 q4')",0.0
2533,COTY,2018 q4,3030,0.7204495097683112,Mr. Sonia Vora,0.7684458654609404,male,"Morningstar, Inc.","('COTY', '2018 q4')",0.0
2534,EI,2018 q4,3030,0.6388386585938888,Mr. Sonia Vora,0.6329789707765934,male,"Morningstar, Inc.","('EI', '2018 q4')",0.0
2535,COTY,2018 q4,3030,0.7204495097683112,Paige Marcus,0.9276203086110136,female,CFRA Equity Research,"('COTY', '2018 q4')",0.0
2536,COTY,2018 q4,3030,0.7204495097683112,Ms. Rosie Edwards,0.5058752328051331,female,Berenberg,"('COTY', '2018 q4')",0.0
2537,EI,2018 q4,3030,0.6388386585938888,Ms. Rosie Edwards,0.3468045165852774,female,Berenberg,"('EI', '2018 q4')",0.0
2538,PG,2018 q4,3030,0.6582786654177681,Ms. Rosie Edwards,0.2221830489933834,female,Berenberg,"('PG', '2018 q4')",0.0
2539,COTY,2018 q4,3030,0.7204495097683112,Ms. Faiza Alwy,0.9112195890726184,female,Deutsche Bank,"('COTY', '2018 q4')",0.0
2540,COTY,2018 q4,3030,0.7204495097683112,Ms. Stephanie S. Wissink,0.3188855314161538,female,Jefferies,"('COTY', '2018 q4')",0.0
2541,EI,2018 q4,3030,0.6388386585938888,Ms. Stephanie S. Wissink,0.4083634943470965,female,Jefferies,"('EI', '2018 q4')",0.012260804884135723
2542,EI,2018 q4,3030,0.6388386585938888,Erinn E. Murphy,0.3946089436191617,female,Piper Sandler Companies,"('EI', '2018 q4')",0.0
2543,EI,2018 q4,3030,0.6388386585938888,"Ms. Angelo Zino, CFA",0.6281183427919478,female,CFRA Equity Research,"('EI', '2018 q4')",0.03333333507180214
2544,EI,2018 q4,3030,0.6388386585938888,Ms. Dana L. Telsey,0.3722464769153997,female,Telsey Advisory Group,"('EI', '2018 q4')",0.0
2545,EI,2018 q4,3030,0.6388386585938888,Mr. Michael C. Binetti,0.4555345257975544,male,Credit Suisse,"('EI', '2018 q4')",0.011714965105056763
2546,PG,2018 q4,3030,0.6582786654177681,Chas Manso,0.8034465399316523,male,Societe Generale,"('PG', '2018 q4')",0.0
2547,CHD,2019 q1,3030,0.6808611675061499,Mr. Kaumil S. Gajrawala,0.2725829212591038,male,Credit Suisse,"('CHD', '2019 q1')",0.0
2548,CHD,2019 q1,3030,0.6808611675061499,David Holt,0.5378647123463551,male,CFRA Equity Research,"('CHD', '2019 q1')",0.0
2549,CHD,2019 q1,3030,0.6808611675061499,"Mr. Dara W. Mohsenian, CFA",0.2894006334499144,male,Morgan Stanley,"('CHD', '2019 q1')",0.0
2550,CL,2019 q1,3030,0.6647448758558353,"Mr. Dara W. Mohsenian, CFA",0.3652637697068521,male,Morgan Stanley,"('CL', '2019 q1')",0.0
2551,CLX,2019 q1,3030,0.7942366030148041,"Mr. Dara W. Mohsenian, CFA",0.4002867921932698,male,Morgan Stanley,"('CLX', '2019 q1')",0.0
2552,COTY,2019 q1,3030,0.761257906228423,"Mr. Dara W. Mohsenian, CFA",0.7483652452509147,male,Morgan Stanley,"('COTY', '2019 q1')",0.0
2553,EI,2019 q1,3030,0.6044536189791282,"Mr. Dara W. Mohsenian, CFA",0.2340565254263943,male,Morgan Stanley,"('EI', '2019 q1')",0.0
2554,KMB,2019 q1,3030,0.7722508626031673,"Mr. Dara W. Mohsenian, CFA",0.4730294894998816,male,Morgan Stanley,"('KMB', '2019 q1')",0.0
2555,PG,2019 q1,3030,0.6736625145410067,"Mr. Dara W. Mohsenian, CFA",0.3215372053595824,male,Morgan Stanley,"('PG', '2019 q1')",0.0
2556,CHD,2019 q1,3030,0.6808611675061499,Erin Lash,0.7131062567182076,female,"Morningstar, Inc.","('CHD', '2019 q1')",0.0
2557,CL,2019 q1,3030,0.6647448758558353,Erin Lash,0.7431588114111348,female,"Morningstar, Inc.","('CL', '2019 q1')",0.0
2558,CLX,2019 q1,3030,0.7942366030148041,Erin Lash,0.8006529677950789,female,"Morningstar, Inc.","('CLX', '2019 q1')",0.011111111690600714
2559,KMB,2019 q1,3030,0.7722508626031673,Erin Lash,0.8643416992174142,female,"Morningstar, Inc.","('KMB', '2019 q1')",0.0
2560,PG,2019 q1,3030,0.6736625145410067,Erin Lash,0.6931912139363109,female,"Morningstar, Inc.","('PG', '2019 q1')",0.0
2561,CHD,2019 q1,3030,0.6808611675061499,"Olivia Tong, CFA",0.3364068509917096,female,BofA Global Research,"('CHD', '2019 q1')",0.0
2562,CL,2019 q1,3030,0.6647448758558353,"Olivia Tong, CFA",0.3235081311934839,female,BofA Global Research,"('CL', '2019 q1')",0.0
2563,CLX,2019 q1,3030,0.7942366030148041,"Olivia Tong, CFA",0.3544433402572269,female,BofA Global Research,"('CLX', '2019 q1')",0.0
2564,COTY,2019 q1,3030,0.761257906228423,"Olivia Tong, CFA",0.5655824823253909,female,BofA Global Research,"('COTY', '2019 q1')",0.0
2565,EI,2019 q1,3030,0.6044536189791282,"Olivia Tong, CFA",0.2542268239236611,female,BofA Global Research,"('EI', '2019 q1')",0.02794004480044047
2566,KMB,2019 q1,3030,0.7722508626031673,"Olivia Tong, CFA",0.467767470361507,female,BofA Global Research,"('KMB', '2019 q1')",0.0
2567,PG,2019 q1,3030,0.6736625145410067,"Olivia Tong, CFA",0.2693180958680691,female,BofA Global Research,"('PG', '2019 q1')",0.0
2568,CHD,2019 q1,3030,0.6808611675061499,Arun Sundaram,0.4964397361062089,male,CFRA Equity Research,"('CHD', '2019 q1')",0.0
2569,CL,2019 q1,3030,0.6647448758558353,Arun Sundaram,0.570355472656944,male,CFRA Equity Research,"('CL', '2019 q1')",0.0
2570,CLX,2019 q1,3030,0.7942366030148041,Arun Sundaram,0.5115061005980869,male,CFRA Equity Research,"('CLX', '2019 q1')",0.0
2571,KMB,2019 q1,3030,0.7722508626031673,Arun Sundaram,0.618750634570603,male,CFRA Equity Research,"('KMB', '2019 q1')",0.0
2572,CHD,2019 q1,3030,0.6808611675061499,Mr. Thomas Kee,0.9877345007249788,male,Stock Traders Daily Research,"('CHD', '2019 q1')",0.9932474792003632
2573,CL,2019 q1,3030,0.6647448758558353,Mr. Thomas Kee,0.9907477947832956,male,Stock Traders Daily Research,"('CL', '2019 q1')",0.9790817499160767
2574,CLX,2019 q1,3030,0.7942366030148041,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CLX', '2019 q1')",0.9932447671890259
2575,KMB,2019 q1,3030,0.7722508626031673,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('KMB', '2019 q1')",0.9931548535823822
2576,PG,2019 q1,3030,0.6736625145410067,Mr. Thomas Kee,0.9767399128857072,male,Stock Traders Daily Research,"('PG', '2019 q1')",0.9794906079769135
2577,CHD,2019 q1,3030,0.6808611675061499,Mr. Nik Modi,0.2427028842630649,male,RBC Capital Markets,"('CHD', '2019 q1')",0.011754382401704788
2578,CL,2019 q1,3030,0.6647448758558353,Mr. Nik Modi,0.279646953333878,male,RBC Capital Markets,"('CL', '2019 q1')",0.0
2579,CLX,2019 q1,3030,0.7942366030148041,Mr. Nik Modi,0.4087067576522503,male,RBC Capital Markets,"('CLX', '2019 q1')",0.02054576203227043
2580,EI,2019 q1,3030,0.6044536189791282,Mr. Nik Modi,0.1839879909922271,male,RBC Capital Markets,"('EI', '2019 q1')",0.0
2581,PG,2019 q1,3030,0.6736625145410067,Mr. Nik Modi,0.2602227350621027,male,RBC Capital Markets,"('PG', '2019 q1')",0.012087667360901833
2582,CHD,2019 q1,3030,0.6808611675061499,Credit Suisse Global Product Marketing,0.6941707446557389,Not a person,Credit Suisse,"('CHD', '2019 q1')",0.0
2583,CHD,2019 q1,3030,0.6808611675061499,Mr. Steve Powers,0.8697953678873896,male,Deutsche Bank,"('CHD', '2019 q1')",0.0
2584,CL,2019 q1,3030,0.6647448758558353,Mr. Steve Powers,0.8443822460898686,male,Deutsche Bank,"('CL', '2019 q1')",0.0
2585,CLX,2019 q1,3030,0.7942366030148041,Mr. Steve Powers,0.8760669373907127,male,Deutsche Bank,"('CLX', '2019 q1')",0.0
2586,EI,2019 q1,3030,0.6044536189791282,Mr. Steve Powers,0.7733083042908762,male,Deutsche Bank,"('EI', '2019 q1')",0.011111111690600714
2587,PG,2019 q1,3030,0.6736625145410067,Mr. Steve Powers,0.8313967876878741,male,Deutsche Bank,"('PG', '2019 q1')",0.0
2588,CHD,2019 q1,3030,0.6808611675061499,"Mr. William B. Chappell, CFA",0.3569373418867426,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2019 q1')",0.02991924248635769
2589,CL,2019 q1,3030,0.6647448758558353,"Mr. William B. Chappell, CFA",0.2377347228893543,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2019 q1')",0.0
2590,PG,2019 q1,3030,0.6736625145410067,"Mr. William B. Chappell, CFA",0.4153169595386684,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2019 q1')",0.01839924355347951
2591,CL,2019 q1,3030,0.6647448758558353,"Kevin M. Grundy, CPA",0.4868236071041764,male,Jefferies,"('CL', '2019 q1')",0.01666666753590107
2592,KMB,2019 q1,3030,0.7722508626031673,"Kevin M. Grundy, CPA",0.4580915514006575,male,Jefferies,"('KMB', '2019 q1')",0.0
2593,CL,2019 q1,3030,0.6647448758558353,Mr. Keith Snyder,0.615254690029372,male,CFRA Equity Research,"('CL', '2019 q1')",0.0
2594,CLX,2019 q1,3030,0.7942366030148041,Mr. Keith Snyder,0.5665690163426629,male,CFRA Equity Research,"('CLX', '2019 q1')",0.0
2595,KMB,2019 q1,3030,0.7722508626031673,Mr. Keith Snyder,0.6231911711330615,male,CFRA Equity Research,"('KMB', '2019 q1')",0.0
2596,PG,2019 q1,3030,0.6736625145410067,Mr. Keith Snyder,0.5729771282781712,male,CFRA Equity Research,"('PG', '2019 q1')",0.0
2597,CL,2019 q1,3030,0.6647448758558353,Mr. Robert E. Ottenstein,0.2877533149927521,male,EVERCORE ISI,"('CL', '2019 q1')",0.0
2598,COTY,2019 q1,3030,0.761257906228423,Mr. Robert E. Ottenstein,0.4584670327316368,male,EVERCORE ISI,"('COTY', '2019 q1')",0.0
2599,EI,2019 q1,3030,0.6044536189791282,Mr. Robert E. Ottenstein,0.3171285907313074,male,EVERCORE ISI,"('EI', '2019 q1')",0.0
2600,PG,2019 q1,3030,0.6736625145410067,Mr. Robert E. Ottenstein,0.2355745476554221,male,EVERCORE ISI,"('PG', '2019 q1')",0.0
2601,CL,2019 q1,3030,0.6647448758558353,Ms. Lauren R. Lieberman,0.2714177880914302,female,Barclays,"('CL', '2019 q1')",0.0
2602,CLX,2019 q1,3030,0.7942366030148041,Ms. Lauren R. Lieberman,0.7611730915898824,female,Barclays,"('CLX', '2019 q1')",0.010275052860379219
2603,COTY,2019 q1,3030,0.761257906228423,Ms. Lauren R. Lieberman,0.4048573738948424,female,Barclays,"('COTY', '2019 q1')",0.0
2604,EI,2019 q1,3030,0.6044536189791282,Ms. Lauren R. Lieberman,0.8151634555386342,female,Barclays,"('EI', '2019 q1')",0.022222223381201427
2605,KMB,2019 q1,3030,0.7722508626031673,Ms. Lauren R. Lieberman,0.4687228201903575,female,Barclays,"('KMB', '2019 q1')",0.0
2606,PG,2019 q1,3030,0.6736625145410067,Ms. Lauren R. Lieberman,0.2870489652434155,female,Barclays,"('PG', '2019 q1')",0.009482106193900108
2607,CL,2019 q1,3030,0.6647448758558353,Jeffrey P. Stent,0.4470091807186354,male,Exane BNP Paribas,"('CL', '2019 q1')",0.0
2608,PG,2019 q1,3030,0.6736625145410067,Jeffrey P. Stent,0.5584445455953837,male,Exane BNP Paribas,"('PG', '2019 q1')",0.0
2609,CLX,2019 q1,3030,0.7942366030148041,SADIF Research,0.993773534624336,Not a person,Sadif Analytics Prime,"('CLX', '2019 q1')",0.9793674945831299
2610,COTY,2019 q1,3030,0.761257906228423,Ms. Stephanie S. Wissink,0.340355248821284,female,Jefferies,"('COTY', '2019 q1')",0.0
2611,COTY,2019 q1,3030,0.761257906228423,Mr. Mitul Girotra,0.7908325260315432,male,Societe Generale,"('COTY', '2019 q1')",0.0
2612,EI,2019 q1,3030,0.6044536189791282,Mr. Mitul Girotra,0.5406681856579268,male,Societe Generale,"('EI', '2019 q1')",0.03333333507180214
2613,KMB,2019 q1,3030,0.7722508626031673,Mr. Mitul Girotra,0.7887231459164465,male,Societe Generale,"('KMB', '2019 q1')",0.027772916480898857
2614,COTY,2019 q1,3030,0.761257906228423,Paige Marcus,0.8981513141361069,female,CFRA Equity Research,"('COTY', '2019 q1')",0.0
2615,COTY,2019 q1,3030,0.761257906228423,Mr. Sonia Vora,0.6248743419021621,male,"Morningstar, Inc.","('COTY', '2019 q1')",0.008333333767950535
2616,EI,2019 q1,3030,0.6044536189791282,Mr. Sonia Vora,0.5091724824790931,male,"Morningstar, Inc.","('EI', '2019 q1')",0.006666667014360428
2617,COTY,2019 q1,3030,0.761257906228423,Ms. Rosie Edwards,0.5346244144199725,female,Berenberg,"('COTY', '2019 q1')",0.0
2618,EI,2019 q1,3030,0.6044536189791282,Ms. Rosie Edwards,0.5123396889745001,female,Berenberg,"('EI', '2019 q1')",0.0
2619,COTY,2019 q1,3030,0.761257906228423,Ms. Faiza Alwy,0.9265394431531878,female,Deutsche Bank,"('COTY', '2019 q1')",0.0
2620,EI,2019 q1,3030,0.6044536189791282,Erinn E. Murphy,0.3146357142245741,female,Piper Sandler Companies,"('EI', '2019 q1')",0.0
2621,EI,2019 q1,3030,0.6044536189791282,Ms. Dana L. Telsey,0.3662210735268894,female,Telsey Advisory Group,"('EI', '2019 q1')",0.0
2622,EI,2019 q1,3030,0.6044536189791282,"Ms. Angelo Zino, CFA",0.5406681856579268,female,CFRA Equity Research,"('EI', '2019 q1')",0.03333333507180214
2623,EI,2019 q1,3030,0.6044536189791282,Mr. Rupesh Parikh,0.3094621593655605,male,"Oppenheimer & Co., Inc.","('EI', '2019 q1')",0.023343537002801895
2624,EI,2019 q1,3030,0.6044536189791282,Mr. Michael C. Binetti,0.4124012698515601,male,Credit Suisse,"('EI', '2019 q1')",0.0
2625,KMB,2019 q1,3030,0.7722508626031673,Mr. Mikheil Omanadze,0.6497514789261499,male,Exane BNP Paribas,"('KMB', '2019 q1')",0.0
2626,PG,2019 q1,3030,0.6736625145410067,Chas Manso,0.7663537022992993,male,Societe Generale,"('PG', '2019 q1')",0.0
2627,PG,2019 q1,3030,0.6736625145410067,Bonnie L. Herzog,0.6003105942206625,female,"Wells Fargo Securities, LLC","('PG', '2019 q1')",0.03333333507180214
2628,PG,2019 q1,3030,0.6736625145410067,"Mr. Jon R. Andersen, CFA",0.2295137813636223,male,William Blair & Company,"('PG', '2019 q1')",0.0
2629,CHD,2019 q2,3030,0.5767970751046598,SADIF Research,0.9875541136637253,Not a person,Sadif Analytics Prime,"('CHD', '2019 q2')",0.9798257350921631
2630,PG,2019 q2,3030,0.6326001515403743,SADIF Research,0.9575505640419444,Not a person,Sadif Analytics Prime,"('PG', '2019 q2')",0.9112800359725952
2631,CHD,2019 q2,3030,0.5767970751046598,"Olivia Tong, CFA",0.4184389229779385,female,BofA Global Research,"('CHD', '2019 q2')",0.011158570647239685
2632,CL,2019 q2,3030,0.6108252560096725,"Olivia Tong, CFA",0.265322384236105,female,BofA Global Research,"('CL', '2019 q2')",0.0
2633,CLX,2019 q2,3030,0.633043209573334,"Olivia Tong, CFA",0.2879810940536069,female,BofA Global Research,"('CLX', '2019 q2')",0.0
2634,COTY,2019 q2,3030,0.776904868310853,"Olivia Tong, CFA",0.6300257073583934,female,BofA Global Research,"('COTY', '2019 q2')",0.0
2635,EI,2019 q2,3030,0.6213652194807959,"Olivia Tong, CFA",0.3842261069659192,female,BofA Global Research,"('EI', '2019 q2')",0.0
2636,KMB,2019 q2,3030,0.611241920381961,"Olivia Tong, CFA",0.3215690940873038,female,BofA Global Research,"('KMB', '2019 q2')",0.0
2637,PG,2019 q2,3030,0.6326001515403743,"Olivia Tong, CFA",0.2045521731731273,female,BofA Global Research,"('PG', '2019 q2')",0.0
2638,CHD,2019 q2,3030,0.5767970751046598,Mr. Steve Powers,0.9203021047874732,male,Deutsche Bank,"('CHD', '2019 q2')",0.0
2639,CL,2019 q2,3030,0.6108252560096725,Mr. Steve Powers,0.8851616898038204,male,Deutsche Bank,"('CL', '2019 q2')",0.01000865176320076
2640,CLX,2019 q2,3030,0.633043209573334,Mr. Steve Powers,0.9107836129784928,male,Deutsche Bank,"('CLX', '2019 q2')",0.0
2641,EI,2019 q2,3030,0.6213652194807959,Mr. Steve Powers,0.8693658183707611,male,Deutsche Bank,"('EI', '2019 q2')",0.0
2642,KMB,2019 q2,3030,0.611241920381961,Mr. Steve Powers,0.843922055587613,male,Deutsche Bank,"('KMB', '2019 q2')",0.0
2643,PG,2019 q2,3030,0.6326001515403743,Mr. Steve Powers,0.8792969784628225,male,Deutsche Bank,"('PG', '2019 q2')",0.0
2644,CHD,2019 q2,3030,0.5767970751046598,"Mr. William B. Chappell, CFA",0.1663542314360437,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2019 q2')",0.014839366388817627
2645,CL,2019 q2,3030,0.6108252560096725,"Mr. William B. Chappell, CFA",0.3225020040377156,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2019 q2')",0.02748425118625164
2646,PG,2019 q2,3030,0.6326001515403743,"Mr. William B. Chappell, CFA",0.3563320203517364,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2019 q2')",0.0
2647,CHD,2019 q2,3030,0.5767970751046598,Ms. Lauren R. Lieberman,0.3100665202064009,female,Barclays,"('CHD', '2019 q2')",0.0
2648,CLX,2019 q2,3030,0.633043209573334,Ms. Lauren R. Lieberman,0.3279537506276694,female,Barclays,"('CLX', '2019 q2')",0.0
2649,COTY,2019 q2,3030,0.776904868310853,Ms. Lauren R. Lieberman,0.4199828162635846,female,Barclays,"('COTY', '2019 q2')",0.0
2650,EI,2019 q2,3030,0.6213652194807959,Ms. Lauren R. Lieberman,0.8021397415403023,female,Barclays,"('EI', '2019 q2')",0.01666666753590107
2651,KMB,2019 q2,3030,0.611241920381961,Ms. Lauren R. Lieberman,0.2396997821774478,female,Barclays,"('KMB', '2019 q2')",0.0
2652,PG,2019 q2,3030,0.6326001515403743,Ms. Lauren R. Lieberman,0.3808075956346778,female,Barclays,"('PG', '2019 q2')",0.0
2653,CHD,2019 q2,3030,0.5767970751046598,Erin Lash,0.728480904529326,female,"Morningstar, Inc.","('CHD', '2019 q2')",0.0
2654,CL,2019 q2,3030,0.6108252560096725,Erin Lash,0.7347187792884137,female,"Morningstar, Inc.","('CL', '2019 q2')",0.0
2655,CLX,2019 q2,3030,0.633043209573334,Erin Lash,0.8285776294781692,female,"Morningstar, Inc.","('CLX', '2019 q2')",0.0
2656,KMB,2019 q2,3030,0.611241920381961,Erin Lash,0.8113496146593749,female,"Morningstar, Inc.","('KMB', '2019 q2')",0.0
2657,PG,2019 q2,3030,0.6326001515403743,Erin Lash,0.678033023456245,female,"Morningstar, Inc.","('PG', '2019 q2')",0.0
2658,CHD,2019 q2,3030,0.5767970751046598,Arun Sundaram,0.5559580616365682,male,CFRA Equity Research,"('CHD', '2019 q2')",0.0
2659,CL,2019 q2,3030,0.6108252560096725,Arun Sundaram,0.6645285663470888,male,CFRA Equity Research,"('CL', '2019 q2')",0.0
2660,CLX,2019 q2,3030,0.633043209573334,Arun Sundaram,0.6359468222532122,male,CFRA Equity Research,"('CLX', '2019 q2')",0.0
2661,COTY,2019 q2,3030,0.776904868310853,Arun Sundaram,0.8838120971276876,male,CFRA Equity Research,"('COTY', '2019 q2')",0.0035196011886000633
2662,EI,2019 q2,3030,0.6213652194807959,Arun Sundaram,0.6416426440597631,male,CFRA Equity Research,"('EI', '2019 q2')",0.03333333507180214
2663,KMB,2019 q2,3030,0.611241920381961,Arun Sundaram,0.7037282047394108,male,CFRA Equity Research,"('KMB', '2019 q2')",0.0
2664,PG,2019 q2,3030,0.6326001515403743,Arun Sundaram,0.6425765743689493,male,CFRA Equity Research,"('PG', '2019 q2')",0.0
2665,CHD,2019 q2,3030,0.5767970751046598,Mr. Kaumil S. Gajrawala,0.2049802858942446,male,Credit Suisse,"('CHD', '2019 q2')",0.0
2666,CL,2019 q2,3030,0.6108252560096725,Mr. Kaumil S. Gajrawala,0.3037335265727203,male,Credit Suisse,"('CL', '2019 q2')",0.0
2667,CHD,2019 q2,3030,0.5767970751046598,Mr. Rupesh Parikh,0.3200962033589746,male,"Oppenheimer & Co., Inc.","('CHD', '2019 q2')",0.021177131682634354
2668,EI,2019 q2,3030,0.6213652194807959,Mr. Rupesh Parikh,0.2707119221279518,male,"Oppenheimer & Co., Inc.","('EI', '2019 q2')",0.020791606977581978
2669,CHD,2019 q2,3030,0.5767970751046598,"Kevin M. Grundy, CPA",0.1447989554835013,male,Jefferies,"('CHD', '2019 q2')",0.0
2670,CL,2019 q2,3030,0.6108252560096725,"Kevin M. Grundy, CPA",0.4012090880012262,male,Jefferies,"('CL', '2019 q2')",0.0
2671,CLX,2019 q2,3030,0.633043209573334,"Kevin M. Grundy, CPA",0.2195030941048205,male,Jefferies,"('CLX', '2019 q2')",0.0
2672,KMB,2019 q2,3030,0.611241920381961,"Kevin M. Grundy, CPA",0.3233427972894934,male,Jefferies,"('KMB', '2019 q2')",0.0
2673,PG,2019 q2,3030,0.6326001515403743,"Kevin M. Grundy, CPA",0.2787529158215332,male,Jefferies,"('PG', '2019 q2')",0.0
2674,CHD,2019 q2,3030,0.5767970751046598,Mr. Nik Modi,0.1843259549662406,male,RBC Capital Markets,"('CHD', '2019 q2')",0.019324863329529762
2675,CLX,2019 q2,3030,0.633043209573334,Mr. Nik Modi,0.2815574116918436,male,RBC Capital Markets,"('CLX', '2019 q2')",0.018717961385846138
2676,COTY,2019 q2,3030,0.776904868310853,Mr. Nik Modi,0.4281748052430776,male,RBC Capital Markets,"('COTY', '2019 q2')",0.0
2677,EI,2019 q2,3030,0.6213652194807959,Mr. Nik Modi,0.2974473584716728,male,RBC Capital Markets,"('EI', '2019 q2')",0.0
2678,KMB,2019 q2,3030,0.611241920381961,Mr. Nik Modi,0.2422875008377901,male,RBC Capital Markets,"('KMB', '2019 q2')",0.017542727291584015
2679,PG,2019 q2,3030,0.6326001515403743,Mr. Nik Modi,0.1887101133334168,male,RBC Capital Markets,"('PG', '2019 q2')",0.016516121104359627
2680,CHD,2019 q2,3030,0.5767970751046598,"Mr. Jon R. Andersen, CFA",0.2407981886690173,male,William Blair & Company,"('CHD', '2019 q2')",0.0
2681,CHD,2019 q2,3030,0.5767970751046598,"Mr. Dara W. Mohsenian, CFA",0.1382256657602593,male,Morgan Stanley,"('CHD', '2019 q2')",0.0
2682,CLX,2019 q2,3030,0.633043209573334,"Mr. Dara W. Mohsenian, CFA",0.2370108593202285,male,Morgan Stanley,"('CLX', '2019 q2')",0.0
2683,COTY,2019 q2,3030,0.776904868310853,"Mr. Dara W. Mohsenian, CFA",0.658559239397131,male,Morgan Stanley,"('COTY', '2019 q2')",0.0
2684,EI,2019 q2,3030,0.6213652194807959,"Mr. Dara W. Mohsenian, CFA",0.2586851154483401,male,Morgan Stanley,"('EI', '2019 q2')",0.0
2685,KMB,2019 q2,3030,0.611241920381961,"Mr. Dara W. Mohsenian, CFA",0.2997554534223732,male,Morgan Stanley,"('KMB', '2019 q2')",0.0
2686,PG,2019 q2,3030,0.6326001515403743,"Mr. Dara W. Mohsenian, CFA",0.2536865811461056,male,Morgan Stanley,"('PG', '2019 q2')",0.0
2687,CL,2019 q2,3030,0.6108252560096725,Mr. Robert E. Ottenstein,0.30806166475488,male,EVERCORE ISI,"('CL', '2019 q2')",0.011111111690600714
2688,COTY,2019 q2,3030,0.776904868310853,Mr. Robert E. Ottenstein,0.5576600931139661,male,EVERCORE ISI,"('COTY', '2019 q2')",0.0
2689,EI,2019 q2,3030,0.6213652194807959,Mr. Robert E. Ottenstein,0.3885484736076312,male,EVERCORE ISI,"('EI', '2019 q2')",0.0
2690,PG,2019 q2,3030,0.6326001515403743,Mr. Robert E. Ottenstein,0.2500553834328472,male,EVERCORE ISI,"('PG', '2019 q2')",0.0
2691,CLX,2019 q2,3030,0.633043209573334,Bonnie L. Herzog,0.7246568594543952,female,"Wells Fargo Securities, LLC","('CLX', '2019 q2')",0.03333333507180214
2692,COTY,2019 q2,3030,0.776904868310853,Carla Casella,0.5194492470621049,female,JPMorgan Econ & FI,"('COTY', '2019 q2')",0.0
2693,COTY,2019 q2,3030,0.776904868310853,Ms. Faiza Alwy,0.9296263011823888,female,Deutsche Bank,"('COTY', '2019 q2')",0.0
2694,COTY,2019 q2,3030,0.776904868310853,Mr. Sonia Vora,0.89503492785828,male,"Morningstar, Inc.","('COTY', '2019 q2')",0.01666666753590107
2695,EI,2019 q2,3030,0.6213652194807959,Mr. Sonia Vora,0.6083005214506149,male,"Morningstar, Inc.","('EI', '2019 q2')",0.0
2696,EI,2019 q2,3030,0.6213652194807959,Ms. Dana L. Telsey,0.3232289597685438,female,Telsey Advisory Group,"('EI', '2019 q2')",0.0
2697,EI,2019 q2,3030,0.6213652194807959,Erinn E. Murphy,0.3349181011243782,female,Piper Sandler Companies,"('EI', '2019 q2')",0.0
2698,EI,2019 q2,3030,0.6213652194807959,Mr. Michael C. Binetti,0.470072021021842,male,Credit Suisse,"('EI', '2019 q2')",0.0
2699,EI,2019 q2,3030,0.6213652194807959,Ms. Stephanie S. Wissink,0.2689546840265594,female,Jefferies,"('EI', '2019 q2')",0.0
2700,KMB,2019 q2,3030,0.611241920381961,Mr. Mikheil Omanadze,0.4851571823190788,male,Exane BNP Paribas,"('KMB', '2019 q2')",0.0
2701,PG,2019 q2,3030,0.6326001515403743,"Mr. James Targett, CFA",0.2090967934356091,male,Berenberg,"('PG', '2019 q2')",0.0
2702,PG,2019 q2,3030,0.6326001515403743,Chas Manso,0.7471168806982033,male,Societe Generale,"('PG', '2019 q2')",0.0
2703,CHD,2019 q3,3030,0.6442973523364066,Mr. Kaumil S. Gajrawala,0.4411835427614914,male,Credit Suisse,"('CHD', '2019 q3')",0.0
2704,CL,2019 q3,3030,0.5517323020933153,Mr. Kaumil S. Gajrawala,0.3290801593769261,male,Credit Suisse,"('CL', '2019 q3')",0.0
2705,CLX,2019 q3,3030,0.5499639048672338,Mr. Kaumil S. Gajrawala,0.2376625543290178,male,Credit Suisse,"('CLX', '2019 q3')",0.009932244196534157
2706,PG,2019 q3,3030,0.5706938890429876,Mr. Kaumil S. Gajrawala,0.1541589036175246,male,Credit Suisse,"('PG', '2019 q3')",0.0
2707,CHD,2019 q3,3030,0.6442973523364066,Erin Lash,0.6847850270253188,female,"Morningstar, Inc.","('CHD', '2019 q3')",0.0
2708,CL,2019 q3,3030,0.5517323020933153,Erin Lash,0.7447097914441563,female,"Morningstar, Inc.","('CL', '2019 q3')",0.0
2709,CLX,2019 q3,3030,0.5499639048672338,Erin Lash,0.7253243418398887,female,"Morningstar, Inc.","('CLX', '2019 q3')",0.0
2710,KMB,2019 q3,3030,0.6566355675584612,Erin Lash,0.8135555705373246,female,"Morningstar, Inc.","('KMB', '2019 q3')",0.0
2711,PG,2019 q3,3030,0.5706938890429876,Erin Lash,0.6937119470931106,female,"Morningstar, Inc.","('PG', '2019 q3')",0.0
2712,CHD,2019 q3,3030,0.6442973523364066,"Mr. William B. Chappell, CFA",0.4402877279081907,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2019 q3')",0.0
2713,CL,2019 q3,3030,0.5517323020933153,"Mr. William B. Chappell, CFA",0.4203522650445243,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2019 q3')",0.0
2714,PG,2019 q3,3030,0.5706938890429876,"Mr. William B. Chappell, CFA",0.1792956072550066,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2019 q3')",0.0
2715,CHD,2019 q3,3030,0.6442973523364066,Mr. Rupesh Parikh,0.2093655808477145,male,"Oppenheimer & Co., Inc.","('CHD', '2019 q3')",0.03281967341899872
2716,EI,2019 q3,3030,0.6061333587946771,Mr. Rupesh Parikh,0.1928558391909284,male,"Oppenheimer & Co., Inc.","('EI', '2019 q3')",0.018524987623095512
2717,CHD,2019 q3,3030,0.6442973523364066,"Olivia Tong, CFA",0.2706241116421051,female,BofA Global Research,"('CHD', '2019 q3')",0.0250880333284537
2718,CL,2019 q3,3030,0.5517323020933153,"Olivia Tong, CFA",0.2496324994405629,female,BofA Global Research,"('CL', '2019 q3')",0.0
2719,CLX,2019 q3,3030,0.5499639048672338,"Olivia Tong, CFA",0.4519493319921634,female,BofA Global Research,"('CLX', '2019 q3')",0.025291914120316505
2720,COTY,2019 q3,3030,0.7353210181057726,"Olivia Tong, CFA",0.4840214667849186,female,BofA Global Research,"('COTY', '2019 q3')",0.0
2721,EI,2019 q3,3030,0.6061333587946771,"Olivia Tong, CFA",0.1962881959962979,female,BofA Global Research,"('EI', '2019 q3')",0.0
2722,KMB,2019 q3,3030,0.6566355675584612,"Olivia Tong, CFA",0.3055083450278144,female,BofA Global Research,"('KMB', '2019 q3')",0.0
2723,PG,2019 q3,3030,0.5706938890429876,"Olivia Tong, CFA",0.627113614128091,female,BofA Global Research,"('PG', '2019 q3')",0.03333333507180214
2724,CHD,2019 q3,3030,0.6442973523364066,Arun Sundaram,0.6009465243460264,male,CFRA Equity Research,"('CHD', '2019 q3')",0.0
2725,CL,2019 q3,3030,0.5517323020933153,Arun Sundaram,0.5577038801049847,male,CFRA Equity Research,"('CL', '2019 q3')",0.0
2726,CLX,2019 q3,3030,0.5499639048672338,Arun Sundaram,0.6302110036214289,male,CFRA Equity Research,"('CLX', '2019 q3')",0.0
2727,COTY,2019 q3,3030,0.7353210181057726,Arun Sundaram,0.8237363891062461,male,CFRA Equity Research,"('COTY', '2019 q3')",0.004828226752579212
2728,EI,2019 q3,3030,0.6061333587946771,Arun Sundaram,0.6385227379440018,male,CFRA Equity Research,"('EI', '2019 q3')",0.03333333507180214
2729,KMB,2019 q3,3030,0.6566355675584612,Arun Sundaram,0.6955184161516083,male,CFRA Equity Research,"('KMB', '2019 q3')",0.0
2730,PG,2019 q3,3030,0.5706938890429876,Arun Sundaram,0.549921641958391,male,CFRA Equity Research,"('PG', '2019 q3')",0.0
2731,CHD,2019 q3,3030,0.6442973523364066,"Mr. Jon R. Andersen, CFA",0.2988433613701601,male,William Blair & Company,"('CHD', '2019 q3')",0.0
2732,PG,2019 q3,3030,0.5706938890429876,"Mr. Jon R. Andersen, CFA",0.2518410873045557,male,William Blair & Company,"('PG', '2019 q3')",0.0
2733,CHD,2019 q3,3030,0.6442973523364066,"Kevin M. Grundy, CPA",0.22907125566497,male,Jefferies,"('CHD', '2019 q3')",0.022857774049043655
2734,CL,2019 q3,3030,0.5517323020933153,"Kevin M. Grundy, CPA",0.2537925748020741,male,Jefferies,"('CL', '2019 q3')",0.0
2735,CLX,2019 q3,3030,0.5499639048672338,"Kevin M. Grundy, CPA",0.1772229321963243,male,Jefferies,"('CLX', '2019 q3')",0.0
2736,PG,2019 q3,3030,0.5706938890429876,"Kevin M. Grundy, CPA",0.2694934009533796,male,Jefferies,"('PG', '2019 q3')",0.0
2737,CHD,2019 q3,3030,0.6442973523364066,Mr. Steve Powers,0.9302057169019604,male,Deutsche Bank,"('CHD', '2019 q3')",0.0
2738,CL,2019 q3,3030,0.5517323020933153,Mr. Steve Powers,0.6315454012492647,male,Deutsche Bank,"('CL', '2019 q3')",0.03333333507180214
2739,CLX,2019 q3,3030,0.5499639048672338,Mr. Steve Powers,0.8753743696345133,male,Deutsche Bank,"('CLX', '2019 q3')",0.0
2740,EI,2019 q3,3030,0.6061333587946771,Mr. Steve Powers,0.859027263761481,male,Deutsche Bank,"('EI', '2019 q3')",0.0
2741,KMB,2019 q3,3030,0.6566355675584612,Mr. Steve Powers,0.8977921242007525,male,Deutsche Bank,"('KMB', '2019 q3')",0.0
2742,PG,2019 q3,3030,0.5706938890429876,Mr. Steve Powers,0.90803122297065,male,Deutsche Bank,"('PG', '2019 q3')",0.0
2743,CHD,2019 q3,3030,0.6442973523364066,Ms. Lauren R. Lieberman,0.4818797197211456,female,Barclays,"('CHD', '2019 q3')",0.0
2744,CL,2019 q3,3030,0.5517323020933153,Ms. Lauren R. Lieberman,0.1859218723798509,female,Barclays,"('CL', '2019 q3')",0.0
2745,CLX,2019 q3,3030,0.5499639048672338,Ms. Lauren R. Lieberman,0.2712863103051862,female,Barclays,"('CLX', '2019 q3')",0.03510938584804535
2746,COTY,2019 q3,3030,0.7353210181057726,Ms. Lauren R. Lieberman,0.4512297501213273,female,Barclays,"('COTY', '2019 q3')",0.0
2747,EI,2019 q3,3030,0.6061333587946771,Ms. Lauren R. Lieberman,0.8789316084414046,female,Barclays,"('EI', '2019 q3')",0.022222223381201427
2748,KMB,2019 q3,3030,0.6566355675584612,Ms. Lauren R. Lieberman,0.3477965576743807,female,Barclays,"('KMB', '2019 q3')",0.0
2749,PG,2019 q3,3030,0.5706938890429876,Ms. Lauren R. Lieberman,0.228122592390315,female,Barclays,"('PG', '2019 q3')",0.0
2750,CHD,2019 q3,3030,0.6442973523364066,"Mr. Dara W. Mohsenian, CFA",0.2056528881607965,male,Morgan Stanley,"('CHD', '2019 q3')",0.0
2751,CL,2019 q3,3030,0.5517323020933153,"Mr. Dara W. Mohsenian, CFA",0.1902217262901886,male,Morgan Stanley,"('CL', '2019 q3')",0.0
2752,CLX,2019 q3,3030,0.5499639048672338,"Mr. Dara W. Mohsenian, CFA",0.1570358348496194,male,Morgan Stanley,"('CLX', '2019 q3')",0.0
2753,COTY,2019 q3,3030,0.7353210181057726,"Mr. Dara W. Mohsenian, CFA",0.5194269061771182,male,Morgan Stanley,"('COTY', '2019 q3')",0.0
2754,EI,2019 q3,3030,0.6061333587946771,"Mr. Dara W. Mohsenian, CFA",0.2457232095259887,male,Morgan Stanley,"('EI', '2019 q3')",0.0
2755,KMB,2019 q3,3030,0.6566355675584612,"Mr. Dara W. Mohsenian, CFA",0.3544484993076506,male,Morgan Stanley,"('KMB', '2019 q3')",0.0
2756,PG,2019 q3,3030,0.5706938890429876,"Mr. Dara W. Mohsenian, CFA",0.1886467538038149,male,Morgan Stanley,"('PG', '2019 q3')",0.0
2757,CHD,2019 q3,3030,0.6442973523364066,SADIF Research,0.9857239941817518,Not a person,Sadif Analytics Prime,"('CHD', '2019 q3')",0.9797216653823853
2758,PG,2019 q3,3030,0.5706938890429876,SADIF Research,0.9454400326330962,Not a person,Sadif Analytics Prime,"('PG', '2019 q3')",0.9124131202697754
2759,CL,2019 q3,3030,0.5517323020933153,Research Department,0.6494896469888094,Not a person,Trefis,"('CL', '2019 q3')",0.09048404172062874
2760,CL,2019 q3,3030,0.5517323020933153,Mr. Nik Modi,0.2114213955417797,male,RBC Capital Markets,"('CL', '2019 q3')",0.0
2761,CLX,2019 q3,3030,0.5499639048672338,Mr. Nik Modi,0.2065301361049308,male,RBC Capital Markets,"('CLX', '2019 q3')",0.02100151777267456
2762,COTY,2019 q3,3030,0.7353210181057726,Mr. Nik Modi,0.5825739705212487,male,RBC Capital Markets,"('COTY', '2019 q3')",0.03333333507180214
2763,EI,2019 q3,3030,0.6061333587946771,Mr. Nik Modi,0.2621447938203936,male,RBC Capital Markets,"('EI', '2019 q3')",0.0
2764,KMB,2019 q3,3030,0.6566355675584612,Mr. Nik Modi,0.2968957498733466,male,RBC Capital Markets,"('KMB', '2019 q3')",0.018389422446489334
2765,PG,2019 q3,3030,0.5706938890429876,Mr. Nik Modi,0.1762764627888227,male,RBC Capital Markets,"('PG', '2019 q3')",0.0
2766,COTY,2019 q3,3030,0.7353210181057726,Carla Casella,0.4916847119816651,female,JPMorgan Econ & FI,"('COTY', '2019 q3')",0.0
2767,COTY,2019 q3,3030,0.7353210181057726,Mr. Sonia Vora,0.5989102963715097,male,"Morningstar, Inc.","('COTY', '2019 q3')",0.006666667014360428
2768,EI,2019 q3,3030,0.6061333587946771,Mr. Sonia Vora,0.5428842868678478,male,"Morningstar, Inc.","('EI', '2019 q3')",0.0
2769,COTY,2019 q3,3030,0.7353210181057726,Ms. Faiza Alwy,0.8868387300912367,female,Deutsche Bank,"('COTY', '2019 q3')",0.0
2770,COTY,2019 q3,3030,0.7353210181057726,Mr. Mikheil Omanadze,0.4208469586969302,male,Exane BNP Paribas,"('COTY', '2019 q3')",0.010286054573953152
2771,KMB,2019 q3,3030,0.6566355675584612,Mr. Mikheil Omanadze,0.5490642487562294,male,Exane BNP Paribas,"('KMB', '2019 q3')",0.0
2772,COTY,2019 q3,3030,0.7353210181057726,Ms. Rebecca S. Scheuneman,0.7257022136182152,female,"Morningstar, Inc.","('COTY', '2019 q3')",0.0
2773,EI,2019 q3,3030,0.6061333587946771,Ms. Rebecca S. Scheuneman,0.7382760551913964,female,"Morningstar, Inc.","('EI', '2019 q3')",0.0
2774,EI,2019 q3,3030,0.6061333587946771,Ms. Dana L. Telsey,0.3084306302437801,female,Telsey Advisory Group,"('EI', '2019 q3')",0.0
2775,EI,2019 q3,3030,0.6061333587946771,Mr. Michael C. Binetti,0.223685335520283,male,Credit Suisse,"('EI', '2019 q3')",0.015509815886616707
2776,EI,2019 q3,3030,0.6061333587946771,Mr. Robert E. Ottenstein,0.3223845509974534,male,EVERCORE ISI,"('EI', '2019 q3')",0.0
2777,PG,2019 q3,3030,0.5706938890429876,Mr. Robert E. Ottenstein,0.2205192523224212,male,EVERCORE ISI,"('PG', '2019 q3')",0.0
2778,EI,2019 q3,3030,0.6061333587946771,Ms. Stephanie S. Wissink,0.2718839042266938,female,Jefferies,"('EI', '2019 q3')",0.0
2779,EI,2019 q3,3030,0.6061333587946771,Erinn E. Murphy,0.39472856164337,female,Piper Sandler Companies,"('EI', '2019 q3')",0.0
2780,PG,2019 q3,3030,0.5706938890429876,"Mr. James Targett, CFA",0.1799010121187109,male,Berenberg,"('PG', '2019 q3')",0.0
2781,PG,2019 q3,3030,0.5706938890429876,Jeffrey P. Stent,0.3686986455637205,male,Exane BNP Paribas,"('PG', '2019 q3')",0.0
2782,CHD,2019 q4,3030,0.6127481646549207,Erin Lash,0.6962630981216853,female,"Morningstar, Inc.","('CHD', '2019 q4')",0.0
2783,CL,2019 q4,3030,0.527183006454242,Erin Lash,0.7198770381505616,female,"Morningstar, Inc.","('CL', '2019 q4')",0.0
2784,CLX,2019 q4,3030,0.6280080574878637,Erin Lash,0.7965826297893975,female,"Morningstar, Inc.","('CLX', '2019 q4')",0.0
2785,KMB,2019 q4,3030,0.6333393807200856,Erin Lash,0.8627946034523225,female,"Morningstar, Inc.","('KMB', '2019 q4')",0.0
2786,PG,2019 q4,3030,0.6142605105008818,Erin Lash,0.7733435377604482,female,"Morningstar, Inc.","('PG', '2019 q4')",0.01666666753590107
2787,CHD,2019 q4,3030,0.6127481646549207,Arun Sundaram,0.6082627983020177,male,CFRA Equity Research,"('CHD', '2019 q4')",0.0
2788,CL,2019 q4,3030,0.527183006454242,Arun Sundaram,0.6432673574257338,male,CFRA Equity Research,"('CL', '2019 q4')",0.0
2789,CLX,2019 q4,3030,0.6280080574878637,Arun Sundaram,0.6937423350920208,male,CFRA Equity Research,"('CLX', '2019 q4')",0.004328503894309203
2790,COTY,2019 q4,3030,0.6698831850350768,Arun Sundaram,0.7976085824452402,male,CFRA Equity Research,"('COTY', '2019 q4')",0.0
2791,EI,2019 q4,3030,0.6094065177441539,Arun Sundaram,0.6552773772727217,male,CFRA Equity Research,"('EI', '2019 q4')",0.03333333507180214
2792,KMB,2019 q4,3030,0.6333393807200856,Arun Sundaram,0.7258647490718105,male,CFRA Equity Research,"('KMB', '2019 q4')",0.0
2793,PG,2019 q4,3030,0.6142605105008818,Arun Sundaram,0.5635958368037352,male,CFRA Equity Research,"('PG', '2019 q4')",0.0
2794,CHD,2019 q4,3030,0.6127481646549207,"Kevin M. Grundy, CPA",0.2055615220244171,male,Jefferies,"('CHD', '2019 q4')",0.0
2795,CL,2019 q4,3030,0.527183006454242,"Kevin M. Grundy, CPA",0.2847081371614173,male,Jefferies,"('CL', '2019 q4')",0.0
2796,CLX,2019 q4,3030,0.6280080574878637,"Kevin M. Grundy, CPA",0.1809609939527765,male,Jefferies,"('CLX', '2019 q4')",0.0
2797,KMB,2019 q4,3030,0.6333393807200856,"Kevin M. Grundy, CPA",0.2616445776649851,male,Jefferies,"('KMB', '2019 q4')",0.0
2798,PG,2019 q4,3030,0.6142605105008818,"Kevin M. Grundy, CPA",0.2695638699544733,male,Jefferies,"('PG', '2019 q4')",0.0
2799,CHD,2019 q4,3030,0.6127481646549207,Mr. Rupesh Parikh,0.2222515226628002,male,"Oppenheimer & Co., Inc.","('CHD', '2019 q4')",0.025497326627373695
2800,EI,2019 q4,3030,0.6094065177441539,Mr. Rupesh Parikh,0.2517921014660187,male,"Oppenheimer & Co., Inc.","('EI', '2019 q4')",0.0
2801,CHD,2019 q4,3030,0.6127481646549207,Ms. Lauren R. Lieberman,0.4251606345793088,female,Barclays,"('CHD', '2019 q4')",0.0
2802,CL,2019 q4,3030,0.527183006454242,Ms. Lauren R. Lieberman,0.1946035618035614,female,Barclays,"('CL', '2019 q4')",0.014531122520565987
2803,CLX,2019 q4,3030,0.6280080574878637,Ms. Lauren R. Lieberman,0.3590921843496282,female,Barclays,"('CLX', '2019 q4')",0.019226549193263054
2804,COTY,2019 q4,3030,0.6698831850350768,Ms. Lauren R. Lieberman,0.3985224032591885,female,Barclays,"('COTY', '2019 q4')",0.012733316980302334
2805,EI,2019 q4,3030,0.6094065177441539,Ms. Lauren R. Lieberman,0.7922493899603315,female,Barclays,"('EI', '2019 q4')",0.01666666753590107
2806,KMB,2019 q4,3030,0.6333393807200856,Ms. Lauren R. Lieberman,0.3383290745152866,female,Barclays,"('KMB', '2019 q4')",0.0
2807,PG,2019 q4,3030,0.6142605105008818,Ms. Lauren R. Lieberman,0.7152370318073444,female,Barclays,"('PG', '2019 q4')",0.0
2808,CHD,2019 q4,3030,0.6127481646549207,SADIF Research,0.9924982380655092,Not a person,Sadif Analytics Prime,"('CHD', '2019 q4')",0.9795815944671631
2809,CLX,2019 q4,3030,0.6280080574878637,SADIF Research,0.9968395400453688,Not a person,Sadif Analytics Prime,"('CLX', '2019 q4')",0.9794391393661499
2810,CHD,2019 q4,3030,0.6127481646549207,Mr. Steve Powers,0.8718337956122996,male,Deutsche Bank,"('CHD', '2019 q4')",0.0
2811,CL,2019 q4,3030,0.527183006454242,Mr. Steve Powers,0.912511906575212,male,Deutsche Bank,"('CL', '2019 q4')",0.0
2812,CLX,2019 q4,3030,0.6280080574878637,Mr. Steve Powers,0.9601501603915952,male,Deutsche Bank,"('CLX', '2019 q4')",0.01666666753590107
2813,EI,2019 q4,3030,0.6094065177441539,Mr. Steve Powers,0.8838289314880411,male,Deutsche Bank,"('EI', '2019 q4')",0.0
2814,KMB,2019 q4,3030,0.6333393807200856,Mr. Steve Powers,0.9379461336907696,male,Deutsche Bank,"('KMB', '2019 q4')",0.0
2815,PG,2019 q4,3030,0.6142605105008818,Mr. Steve Powers,0.9536571967026292,male,Deutsche Bank,"('PG', '2019 q4')",0.0
2816,CHD,2019 q4,3030,0.6127481646549207,"Mr. Dara W. Mohsenian, CFA",0.1825889482307579,male,Morgan Stanley,"('CHD', '2019 q4')",0.0
2817,CL,2019 q4,3030,0.527183006454242,"Mr. Dara W. Mohsenian, CFA",0.1741651219141511,male,Morgan Stanley,"('CL', '2019 q4')",0.0
2818,CLX,2019 q4,3030,0.6280080574878637,"Mr. Dara W. Mohsenian, CFA",0.2194781585119704,male,Morgan Stanley,"('CLX', '2019 q4')",0.0
2819,COTY,2019 q4,3030,0.6698831850350768,"Mr. Dara W. Mohsenian, CFA",0.3472598178616148,male,Morgan Stanley,"('COTY', '2019 q4')",0.0
2820,EI,2019 q4,3030,0.6094065177441539,"Mr. Dara W. Mohsenian, CFA",0.4435194046480424,male,Morgan Stanley,"('EI', '2019 q4')",0.01666666753590107
2821,KMB,2019 q4,3030,0.6333393807200856,"Mr. Dara W. Mohsenian, CFA",0.2688397091767813,male,Morgan Stanley,"('KMB', '2019 q4')",0.0
2822,PG,2019 q4,3030,0.6142605105008818,"Mr. Dara W. Mohsenian, CFA",0.2685929472825961,male,Morgan Stanley,"('PG', '2019 q4')",0.0
2823,CHD,2019 q4,3030,0.6127481646549207,Mr. Nik Modi,0.2184761790941124,male,RBC Capital Markets,"('CHD', '2019 q4')",0.02410419238731265
2824,CL,2019 q4,3030,0.527183006454242,Mr. Nik Modi,0.1677248767902551,male,RBC Capital Markets,"('CL', '2019 q4')",0.0
2825,CLX,2019 q4,3030,0.6280080574878637,Mr. Nik Modi,0.183441180598448,male,RBC Capital Markets,"('CLX', '2019 q4')",0.023954490199685097
2826,COTY,2019 q4,3030,0.6698831850350768,Mr. Nik Modi,0.6137601220766624,male,RBC Capital Markets,"('COTY', '2019 q4')",0.03333333507180214
2827,EI,2019 q4,3030,0.6094065177441539,Mr. Nik Modi,0.2189861408989381,male,RBC Capital Markets,"('EI', '2019 q4')",0.011499335368474325
2828,KMB,2019 q4,3030,0.6333393807200856,Mr. Nik Modi,0.2768440795838968,male,RBC Capital Markets,"('KMB', '2019 q4')",0.026673350483179092
2829,PG,2019 q4,3030,0.6142605105008818,Mr. Nik Modi,0.2197889287632606,male,RBC Capital Markets,"('PG', '2019 q4')",0.0
2830,CHD,2019 q4,3030,0.6127481646549207,Mr. Kaumil S. Gajrawala,0.2130427377075237,male,Credit Suisse,"('CHD', '2019 q4')",0.0
2831,CL,2019 q4,3030,0.527183006454242,Mr. Kaumil S. Gajrawala,0.3769803670711244,male,Credit Suisse,"('CL', '2019 q4')",0.0
2832,CLX,2019 q4,3030,0.6280080574878637,Mr. Kaumil S. Gajrawala,0.3302843739548219,male,Credit Suisse,"('CLX', '2019 q4')",0.0
2833,CL,2019 q4,3030,0.527183006454242,Mr. Robert E. Ottenstein,0.3117859202657462,male,EVERCORE ISI,"('CL', '2019 q4')",0.0
2834,PG,2019 q4,3030,0.6142605105008818,Mr. Robert E. Ottenstein,0.2550043777195016,male,EVERCORE ISI,"('PG', '2019 q4')",0.0
2835,CL,2019 q4,3030,0.527183006454242,"Olivia Tong, CFA",0.1193726460779574,female,BofA Global Research,"('CL', '2019 q4')",0.0
2836,CLX,2019 q4,3030,0.6280080574878637,"Olivia Tong, CFA",0.2497105150688849,female,BofA Global Research,"('CLX', '2019 q4')",0.0
2837,COTY,2019 q4,3030,0.6698831850350768,"Olivia Tong, CFA",0.4156903626759915,female,BofA Global Research,"('COTY', '2019 q4')",0.0
2838,EI,2019 q4,3030,0.6094065177441539,"Olivia Tong, CFA",0.1738417649843176,female,BofA Global Research,"('EI', '2019 q4')",0.0
2839,KMB,2019 q4,3030,0.6333393807200856,"Olivia Tong, CFA",0.5454095527001734,female,BofA Global Research,"('KMB', '2019 q4')",0.0
2840,PG,2019 q4,3030,0.6142605105008818,"Olivia Tong, CFA",0.4004044600994357,female,BofA Global Research,"('PG', '2019 q4')",0.017462465912103653
2841,CL,2019 q4,3030,0.527183006454242,"Mr. William B. Chappell, CFA",0.2509736988829447,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2019 q4')",0.016519708558917046
2842,PG,2019 q4,3030,0.6142605105008818,"Mr. William B. Chappell, CFA",0.3277836796398033,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2019 q4')",0.0
2843,CLX,2019 q4,3030,0.6280080574878637,Bonnie L. Herzog,0.1932234855624508,female,"Wells Fargo Securities, LLC","('CLX', '2019 q4')",0.0
2844,KMB,2019 q4,3030,0.6333393807200856,Bonnie L. Herzog,0.2350221120886095,female,"Wells Fargo Securities, LLC","('KMB', '2019 q4')",0.0
2845,PG,2019 q4,3030,0.6142605105008818,Bonnie L. Herzog,0.1772737985210507,female,"Wells Fargo Securities, LLC","('PG', '2019 q4')",0.0
2846,COTY,2019 q4,3030,0.6698831850350768,"Joe Lachky, CFA",0.279026250315221,male,"Wells Fargo Securities, LLC","('COTY', '2019 q4')",0.0
2847,COTY,2019 q4,3030,0.6698831850350768,Ms. Rebecca S. Scheuneman,0.7375636972187882,female,"Morningstar, Inc.","('COTY', '2019 q4')",0.008333333767950535
2848,EI,2019 q4,3030,0.6094065177441539,Ms. Rebecca S. Scheuneman,0.5306150941803668,female,"Morningstar, Inc.","('EI', '2019 q4')",0.0
2849,COTY,2019 q4,3030,0.6698831850350768,Ms. Stephanie S. Wissink,0.3063332335365518,female,Jefferies,"('COTY', '2019 q4')",0.0
2850,EI,2019 q4,3030,0.6094065177441539,Ms. Stephanie S. Wissink,0.2065670085585463,female,Jefferies,"('EI', '2019 q4')",0.0
2851,COTY,2019 q4,3030,0.6698831850350768,Ms. Faiza Alwy,0.9191778257279568,female,Deutsche Bank,"('COTY', '2019 q4')",0.0
2852,EI,2019 q4,3030,0.6094065177441539,Ms. Dana L. Telsey,0.5154060136208974,female,Telsey Advisory Group,"('EI', '2019 q4')",0.0
2853,EI,2019 q4,3030,0.6094065177441539,Erinn E. Murphy,0.2829938485007734,female,Piper Sandler Companies,"('EI', '2019 q4')",0.0
2854,EI,2019 q4,3030,0.6094065177441539,Mr. Fulvio Cazzol,0.4296875871789722,male,Berenberg,"('EI', '2019 q4')",0.022934213280677795
2855,PG,2019 q4,3030,0.6142605105008818,"Mr. Jon R. Andersen, CFA",0.2776569413892517,male,William Blair & Company,"('PG', '2019 q4')",0.0
2856,PG,2019 q4,3030,0.6142605105008818,"Mr. James Targett, CFA",0.3569373987612583,male,Berenberg,"('PG', '2019 q4')",0.0
2857,PG,2019 q4,3030,0.6142605105008818,Jeffrey P. Stent,0.6303480226887375,male,Exane BNP Paribas,"('PG', '2019 q4')",0.0
2858,CHD,2020 q1,3030,0.4800759841537176,Arun Sundaram,0.6031636971556827,male,CFRA Equity Research,"('CHD', '2020 q1')",0.0
2859,CL,2020 q1,3030,0.6338867761690125,Arun Sundaram,0.6691758107158354,male,CFRA Equity Research,"('CL', '2020 q1')",0.004198450905581315
2860,CLX,2020 q1,3030,0.5801767914486071,Arun Sundaram,0.7104155319993339,male,CFRA Equity Research,"('CLX', '2020 q1')",0.011864120606333017
2861,COTY,2020 q1,3030,0.6222830134722253,Arun Sundaram,0.8065737206080398,male,CFRA Equity Research,"('COTY', '2020 q1')",0.0
2862,EI,2020 q1,3030,0.645500331617805,Arun Sundaram,0.5261065519204589,male,CFRA Equity Research,"('EI', '2020 q1')",0.03333333507180214
2863,KMB,2020 q1,3030,0.6748909973238097,Arun Sundaram,0.7720900854892523,male,CFRA Equity Research,"('KMB', '2020 q1')",0.0
2864,PG,2020 q1,3030,0.6402257959402774,Arun Sundaram,0.6058339780219353,male,CFRA Equity Research,"('PG', '2020 q1')",0.0
2865,CHD,2020 q1,3030,0.4800759841537176,"Kevin M. Grundy, CPA",0.1940889933916852,male,Jefferies,"('CHD', '2020 q1')",0.0
2866,CL,2020 q1,3030,0.6338867761690125,"Kevin M. Grundy, CPA",0.2788953918932089,male,Jefferies,"('CL', '2020 q1')",0.0
2867,CLX,2020 q1,3030,0.5801767914486071,"Kevin M. Grundy, CPA",0.1843697190205859,male,Jefferies,"('CLX', '2020 q1')",0.0
2868,KMB,2020 q1,3030,0.6748909973238097,"Kevin M. Grundy, CPA",0.3513949456014888,male,Jefferies,"('KMB', '2020 q1')",0.0
2869,PG,2020 q1,3030,0.6402257959402774,"Kevin M. Grundy, CPA",0.2866594469983266,male,Jefferies,"('PG', '2020 q1')",0.0
2870,CHD,2020 q1,3030,0.4800759841537176,Erin Lash,0.8502674782701888,female,"Morningstar, Inc.","('CHD', '2020 q1')",0.0
2871,CL,2020 q1,3030,0.6338867761690125,Erin Lash,0.7381498888494262,female,"Morningstar, Inc.","('CL', '2020 q1')",0.0
2872,CLX,2020 q1,3030,0.5801767914486071,Erin Lash,0.6879473739706238,female,"Morningstar, Inc.","('CLX', '2020 q1')",0.0
2873,KMB,2020 q1,3030,0.6748909973238097,Erin Lash,0.8966574851597311,female,"Morningstar, Inc.","('KMB', '2020 q1')",0.0
2874,PG,2020 q1,3030,0.6402257959402774,Erin Lash,0.8287017215068518,female,"Morningstar, Inc.","('PG', '2020 q1')",0.0
2875,CHD,2020 q1,3030,0.4800759841537176,Mr. Kaumil S. Gajrawala,0.2518838566926252,male,Credit Suisse,"('CHD', '2020 q1')",0.0
2876,CL,2020 q1,3030,0.6338867761690125,Mr. Kaumil S. Gajrawala,0.315440921826035,male,Credit Suisse,"('CL', '2020 q1')",0.0
2877,CLX,2020 q1,3030,0.5801767914486071,Mr. Kaumil S. Gajrawala,0.2823174801974752,male,Credit Suisse,"('CLX', '2020 q1')",0.0
2878,PG,2020 q1,3030,0.6402257959402774,Mr. Kaumil S. Gajrawala,0.3134433252845134,male,Credit Suisse,"('PG', '2020 q1')",0.0
2879,CHD,2020 q1,3030,0.4800759841537176,"Olivia Tong, CFA",0.5539557316743071,female,BofA Global Research,"('CHD', '2020 q1')",0.01988227292895317
2880,CL,2020 q1,3030,0.6338867761690125,"Olivia Tong, CFA",0.3793160429249518,female,BofA Global Research,"('CL', '2020 q1')",0.0
2881,CLX,2020 q1,3030,0.5801767914486071,"Olivia Tong, CFA",0.5071008979713927,female,BofA Global Research,"('CLX', '2020 q1')",0.023763850331306458
2882,COTY,2020 q1,3030,0.6222830134722253,"Olivia Tong, CFA",0.3267693814237206,female,BofA Global Research,"('COTY', '2020 q1')",0.0
2883,EI,2020 q1,3030,0.645500331617805,"Olivia Tong, CFA",0.4586765014384841,female,BofA Global Research,"('EI', '2020 q1')",0.0
2884,KMB,2020 q1,3030,0.6748909973238097,"Olivia Tong, CFA",0.4220985511879711,female,BofA Global Research,"('KMB', '2020 q1')",0.0
2885,PG,2020 q1,3030,0.6402257959402774,"Olivia Tong, CFA",0.4699459712989696,female,BofA Global Research,"('PG', '2020 q1')",0.024621639400720596
2886,CHD,2020 q1,3030,0.4800759841537176,Ms. Lauren R. Lieberman,0.1565355895451771,female,Barclays,"('CHD', '2020 q1')",0.0
2887,CLX,2020 q1,3030,0.5801767914486071,Ms. Lauren R. Lieberman,0.3035795591343104,female,Barclays,"('CLX', '2020 q1')",0.0
2888,COTY,2020 q1,3030,0.6222830134722253,Ms. Lauren R. Lieberman,0.4555021211235142,female,Barclays,"('COTY', '2020 q1')",0.0
2889,EI,2020 q1,3030,0.645500331617805,Ms. Lauren R. Lieberman,0.7123585438381637,female,Barclays,"('EI', '2020 q1')",0.020000001043081285
2890,KMB,2020 q1,3030,0.6748909973238097,Ms. Lauren R. Lieberman,0.3778937890129009,female,Barclays,"('KMB', '2020 q1')",0.0
2891,PG,2020 q1,3030,0.6402257959402774,Ms. Lauren R. Lieberman,0.6684710690117596,female,Barclays,"('PG', '2020 q1')",0.0
2892,CHD,2020 q1,3030,0.4800759841537176,"Mr. Dara W. Mohsenian, CFA",0.145185007498275,male,Morgan Stanley,"('CHD', '2020 q1')",0.0
2893,CL,2020 q1,3030,0.6338867761690125,"Mr. Dara W. Mohsenian, CFA",0.2198484669449253,male,Morgan Stanley,"('CL', '2020 q1')",0.0
2894,CLX,2020 q1,3030,0.5801767914486071,"Mr. Dara W. Mohsenian, CFA",0.2033897596668029,male,Morgan Stanley,"('CLX', '2020 q1')",0.0
2895,COTY,2020 q1,3030,0.6222830134722253,"Mr. Dara W. Mohsenian, CFA",0.3154471272513966,male,Morgan Stanley,"('COTY', '2020 q1')",0.0
2896,EI,2020 q1,3030,0.645500331617805,"Mr. Dara W. Mohsenian, CFA",0.3779112757749881,male,Morgan Stanley,"('EI', '2020 q1')",0.022222223381201427
2897,KMB,2020 q1,3030,0.6748909973238097,"Mr. Dara W. Mohsenian, CFA",0.325494680924604,male,Morgan Stanley,"('KMB', '2020 q1')",0.0
2898,PG,2020 q1,3030,0.6402257959402774,"Mr. Dara W. Mohsenian, CFA",0.2863017036890255,male,Morgan Stanley,"('PG', '2020 q1')",0.0
2899,CHD,2020 q1,3030,0.4800759841537176,"Mr. William B. Chappell, CFA",0.2397287154250983,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2020 q1')",0.0
2900,CL,2020 q1,3030,0.6338867761690125,"Mr. William B. Chappell, CFA",0.3187829009946052,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2020 q1')",0.0
2901,PG,2020 q1,3030,0.6402257959402774,"Mr. William B. Chappell, CFA",0.2284218831524679,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2020 q1')",0.0
2902,CHD,2020 q1,3030,0.4800759841537176,Mr. Nik Modi,0.1721533334092596,male,RBC Capital Markets,"('CHD', '2020 q1')",0.01927318423986435
2903,CL,2020 q1,3030,0.6338867761690125,Mr. Nik Modi,0.2672984087523305,male,RBC Capital Markets,"('CL', '2020 q1')",0.0
2904,CLX,2020 q1,3030,0.5801767914486071,Mr. Nik Modi,0.2046288055403175,male,RBC Capital Markets,"('CLX', '2020 q1')",0.0
2905,EI,2020 q1,3030,0.645500331617805,Mr. Nik Modi,0.3050260633314766,male,RBC Capital Markets,"('EI', '2020 q1')",0.0
2906,KMB,2020 q1,3030,0.6748909973238097,Mr. Nik Modi,0.3602374007713552,male,RBC Capital Markets,"('KMB', '2020 q1')",0.023366469889879227
2907,PG,2020 q1,3030,0.6402257959402774,Mr. Nik Modi,0.2114745597775337,male,RBC Capital Markets,"('PG', '2020 q1')",0.0
2908,CL,2020 q1,3030,0.6338867761690125,SADIF Research,0.982361037992592,Not a person,Sadif Analytics Prime,"('CL', '2020 q1')",0.9546813368797302
2909,PG,2020 q1,3030,0.6402257959402774,SADIF Research,0.9515305213002218,Not a person,Sadif Analytics Prime,"('PG', '2020 q1')",0.9132397770881653
2910,CL,2020 q1,3030,0.6338867761690125,Mr. Steve Powers,0.9452137333599518,male,Deutsche Bank,"('CL', '2020 q1')",0.0
2911,CLX,2020 q1,3030,0.5801767914486071,Mr. Steve Powers,0.9065115841032028,male,Deutsche Bank,"('CLX', '2020 q1')",0.0
2912,EI,2020 q1,3030,0.645500331617805,Mr. Steve Powers,0.8752229234867823,male,Deutsche Bank,"('EI', '2020 q1')",0.0
2913,KMB,2020 q1,3030,0.6748909973238097,Mr. Steve Powers,0.9016698540659032,male,Deutsche Bank,"('KMB', '2020 q1')",0.0
2914,PG,2020 q1,3030,0.6402257959402774,Mr. Steve Powers,0.7313964865752821,male,Deutsche Bank,"('PG', '2020 q1')",0.0
2915,CL,2020 q1,3030,0.6338867761690125,Mr. Mikheil Omanadze,0.2635569541078839,male,Exane BNP Paribas,"('CL', '2020 q1')",0.011937541887164116
2916,COTY,2020 q1,3030,0.6222830134722253,Mr. Mikheil Omanadze,0.309142808082062,male,Exane BNP Paribas,"('COTY', '2020 q1')",0.02311907336115837
2917,CL,2020 q1,3030,0.6338867761690125,Mr. Robert E. Ottenstein,0.2677515015369714,male,EVERCORE ISI,"('CL', '2020 q1')",0.0
2918,COTY,2020 q1,3030,0.6222830134722253,Mr. Robert E. Ottenstein,0.4316015609354423,male,EVERCORE ISI,"('COTY', '2020 q1')",0.0
2919,EI,2020 q1,3030,0.645500331617805,Mr. Robert E. Ottenstein,0.3683789114226977,male,EVERCORE ISI,"('EI', '2020 q1')",0.0
2920,PG,2020 q1,3030,0.6402257959402774,Mr. Robert E. Ottenstein,0.5712648042513812,male,EVERCORE ISI,"('PG', '2020 q1')",0.0
2921,COTY,2020 q1,3030,0.6222830134722253,Carla Casella,0.3666236499361215,female,JPMorgan Econ & FI,"('COTY', '2020 q1')",0.014811479486525059
2922,COTY,2020 q1,3030,0.6222830134722253,Ms. Rebecca S. Scheuneman,0.6867984118452962,female,"Morningstar, Inc.","('COTY', '2020 q1')",0.004166666883975267
2923,EI,2020 q1,3030,0.645500331617805,Ms. Rebecca S. Scheuneman,0.5261065519204591,female,"Morningstar, Inc.","('EI', '2020 q1')",0.03333333507180214
2924,COTY,2020 q1,3030,0.6222830134722253,Ms. Stephanie S. Wissink,0.2182094894640182,female,Jefferies,"('COTY', '2020 q1')",0.0
2925,EI,2020 q1,3030,0.645500331617805,Ms. Stephanie S. Wissink,0.2339040266435705,female,Jefferies,"('EI', '2020 q1')",0.0
2926,COTY,2020 q1,3030,0.6222830134722253,"Joe Lachky, CFA",0.3049742471513398,male,"Wells Fargo Securities, LLC","('COTY', '2020 q1')",0.0
2927,COTY,2020 q1,3030,0.6222830134722253,Ms. Faiza Alwy,0.9269346198809196,female,Deutsche Bank,"('COTY', '2020 q1')",0.0
2928,EI,2020 q1,3030,0.645500331617805,Ms. Dana L. Telsey,0.4697807654197065,female,Telsey Advisory Group,"('EI', '2020 q1')",0.0
2929,EI,2020 q1,3030,0.645500331617805,Erinn E. Murphy,0.4912535561089334,female,Piper Sandler Companies,"('EI', '2020 q1')",0.0
2930,EI,2020 q1,3030,0.645500331617805,Mr. Rupesh Parikh,0.3229811022492485,male,"Oppenheimer & Co., Inc.","('EI', '2020 q1')",0.02417834351460139
2931,EI,2020 q1,3030,0.645500331617805,Mr. Michael C. Binetti,0.5393757636699577,male,Credit Suisse,"('EI', '2020 q1')",0.0
2932,EI,2020 q1,3030,0.645500331617805,Mr. Fulvio Cazzol,0.4382957114249354,male,Berenberg,"('EI', '2020 q1')",0.0
2933,PG,2020 q1,3030,0.6402257959402774,"Mr. James Targett, CFA",0.2078650179397831,male,Berenberg,"('PG', '2020 q1')",0.0
2934,PG,2020 q1,3030,0.6402257959402774,Jeffrey P. Stent,0.3230253654000619,male,Exane BNP Paribas,"('PG', '2020 q1')",0.012665214017033577
2935,PG,2020 q1,3030,0.6402257959402774,"Mr. Jon R. Andersen, CFA",0.2570677885161685,male,William Blair & Company,"('PG', '2020 q1')",0.0
2936,CHD,2020 q2,3030,0.6111381921252317,"Mr. Jon R. Andersen, CFA",0.2437281788770862,male,William Blair & Company,"('CHD', '2020 q2')",0.0
2937,PG,2020 q2,3030,0.592671903091637,"Mr. Jon R. Andersen, CFA",0.3174372922634608,male,William Blair & Company,"('PG', '2020 q2')",0.0
2938,CHD,2020 q2,3030,0.6111381921252317,Erin Lash,0.7339951792325229,female,"Morningstar, Inc.","('CHD', '2020 q2')",0.0
2939,CL,2020 q2,3030,0.549214003940891,Erin Lash,0.7404635599342999,female,"Morningstar, Inc.","('CL', '2020 q2')",0.0
2940,CLX,2020 q2,3030,0.6337864224008204,Erin Lash,0.7229279748178506,female,"Morningstar, Inc.","('CLX', '2020 q2')",0.0
2941,KMB,2020 q2,3030,0.8039855800713515,Erin Lash,0.9106574933412812,female,"Morningstar, Inc.","('KMB', '2020 q2')",0.0
2942,PG,2020 q2,3030,0.592671903091637,Erin Lash,0.7004789985315374,female,"Morningstar, Inc.","('PG', '2020 q2')",0.0
2943,CHD,2020 q2,3030,0.6111381921252317,Mr. Rupesh Parikh,0.2639116376691664,male,"Oppenheimer & Co., Inc.","('CHD', '2020 q2')",0.012126781046390533
2944,EI,2020 q2,3030,0.6329727880787559,Mr. Rupesh Parikh,0.2658258448582716,male,"Oppenheimer & Co., Inc.","('EI', '2020 q2')",0.0
2945,CHD,2020 q2,3030,0.6111381921252317,Arun Sundaram,0.6911098231811734,male,CFRA Equity Research,"('CHD', '2020 q2')",0.0
2946,CL,2020 q2,3030,0.549214003940891,Arun Sundaram,0.6837573044469939,male,CFRA Equity Research,"('CL', '2020 q2')",0.0
2947,CLX,2020 q2,3030,0.6337864224008204,Arun Sundaram,0.8015632810437004,male,CFRA Equity Research,"('CLX', '2020 q2')",0.005215109325945377
2948,COTY,2020 q2,3030,0.6475795930368428,Arun Sundaram,0.8301105150025995,male,CFRA Equity Research,"('COTY', '2020 q2')",0.0
2949,EI,2020 q2,3030,0.6329727880787559,Arun Sundaram,0.5271053102283466,male,CFRA Equity Research,"('EI', '2020 q2')",0.03333333507180214
2950,KMB,2020 q2,3030,0.8039855800713515,Arun Sundaram,0.8445872237929926,male,CFRA Equity Research,"('KMB', '2020 q2')",0.0
2951,PG,2020 q2,3030,0.592671903091637,Arun Sundaram,0.6445897899211794,male,CFRA Equity Research,"('PG', '2020 q2')",0.0
2952,CHD,2020 q2,3030,0.6111381921252317,Mr. Steve Powers,0.7940833998869066,male,Deutsche Bank,"('CHD', '2020 q2')",0.01666666753590107
2953,CL,2020 q2,3030,0.549214003940891,Mr. Steve Powers,0.769760965533887,male,Deutsche Bank,"('CL', '2020 q2')",0.0
2954,EI,2020 q2,3030,0.6329727880787559,Mr. Steve Powers,0.8670943402368803,male,Deutsche Bank,"('EI', '2020 q2')",0.0
2955,KMB,2020 q2,3030,0.8039855800713515,Mr. Steve Powers,0.883874261089705,male,Deutsche Bank,"('KMB', '2020 q2')",0.0
2956,PG,2020 q2,3030,0.592671903091637,Mr. Steve Powers,0.8735039257187239,male,Deutsche Bank,"('PG', '2020 q2')",0.01666666753590107
2957,CHD,2020 q2,3030,0.6111381921252317,"Kevin M. Grundy, CPA",0.22689779811318,male,Jefferies,"('CHD', '2020 q2')",0.0
2958,CLX,2020 q2,3030,0.6337864224008204,"Kevin M. Grundy, CPA",0.2588625697567077,male,Jefferies,"('CLX', '2020 q2')",0.0
2959,KMB,2020 q2,3030,0.8039855800713515,"Kevin M. Grundy, CPA",0.4724807094541867,male,Jefferies,"('KMB', '2020 q2')",0.0
2960,PG,2020 q2,3030,0.592671903091637,"Kevin M. Grundy, CPA",0.3757783558856639,male,Jefferies,"('PG', '2020 q2')",0.0
2961,CHD,2020 q2,3030,0.6111381921252317,SADIF Research,0.996591250301722,Not a person,Sadif Analytics Prime,"('CHD', '2020 q2')",0.980064332485199
2962,CLX,2020 q2,3030,0.6337864224008204,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CLX', '2020 q2')",0.9792948961257935
2963,EI,2020 q2,3030,0.6329727880787559,SADIF Research,0.924686892439444,Not a person,Sadif Analytics Prime,"('EI', '2020 q2')",0.9083272218704224
2964,KMB,2020 q2,3030,0.8039855800713515,SADIF Research,0.997359217245695,Not a person,Sadif Analytics Prime,"('KMB', '2020 q2')",0.962142825126648
2965,CHD,2020 q2,3030,0.6111381921252317,Ms. Lauren R. Lieberman,0.4187946696728771,female,Barclays,"('CHD', '2020 q2')",0.0
2966,CLX,2020 q2,3030,0.6337864224008204,Ms. Lauren R. Lieberman,0.3861031241900355,female,Barclays,"('CLX', '2020 q2')",0.0
2967,COTY,2020 q2,3030,0.6475795930368428,Ms. Lauren R. Lieberman,0.4460996568631551,female,Barclays,"('COTY', '2020 q2')",0.0
2968,EI,2020 q2,3030,0.6329727880787559,Ms. Lauren R. Lieberman,0.2471883663731093,female,Barclays,"('EI', '2020 q2')",0.021697338204830885
2969,KMB,2020 q2,3030,0.8039855800713515,Ms. Lauren R. Lieberman,0.4681746235391651,female,Barclays,"('KMB', '2020 q2')",0.0
2970,PG,2020 q2,3030,0.592671903091637,Ms. Lauren R. Lieberman,0.4982539509429344,female,Barclays,"('PG', '2020 q2')",0.0
2971,CHD,2020 q2,3030,0.6111381921252317,"Mr. Dara W. Mohsenian, CFA",0.1801656296101233,male,Morgan Stanley,"('CHD', '2020 q2')",0.0
2972,CL,2020 q2,3030,0.549214003940891,"Mr. Dara W. Mohsenian, CFA",0.2992294980990552,male,Morgan Stanley,"('CL', '2020 q2')",0.0
2973,CLX,2020 q2,3030,0.6337864224008204,"Mr. Dara W. Mohsenian, CFA",0.2583070856477995,male,Morgan Stanley,"('CLX', '2020 q2')",0.0
2974,COTY,2020 q2,3030,0.6475795930368428,"Mr. Dara W. Mohsenian, CFA",0.2281306677300202,male,Morgan Stanley,"('COTY', '2020 q2')",0.0
2975,EI,2020 q2,3030,0.6329727880787559,"Mr. Dara W. Mohsenian, CFA",0.5271053102283466,male,Morgan Stanley,"('EI', '2020 q2')",0.03333333507180214
2976,KMB,2020 q2,3030,0.8039855800713515,"Mr. Dara W. Mohsenian, CFA",0.4669796569618724,male,Morgan Stanley,"('KMB', '2020 q2')",0.0
2977,PG,2020 q2,3030,0.592671903091637,"Mr. Dara W. Mohsenian, CFA",0.4699745198608688,male,Morgan Stanley,"('PG', '2020 q2')",0.0
2978,CHD,2020 q2,3030,0.6111381921252317,"Mr. William B. Chappell, CFA",0.2271462360150513,male,SunTrust Robinson Humphrey Capital Markets,"('CHD', '2020 q2')",0.0
2979,CL,2020 q2,3030,0.549214003940891,"Mr. William B. Chappell, CFA",0.2554241353489762,male,SunTrust Robinson Humphrey Capital Markets,"('CL', '2020 q2')",0.026126008480787277
2980,PG,2020 q2,3030,0.592671903091637,"Mr. William B. Chappell, CFA",0.2284023867270288,male,SunTrust Robinson Humphrey Capital Markets,"('PG', '2020 q2')",0.0
2981,CHD,2020 q2,3030,0.6111381921252317,Mr. Nik Modi,0.3542678361577209,male,RBC Capital Markets,"('CHD', '2020 q2')",0.0
2982,CL,2020 q2,3030,0.549214003940891,Mr. Nik Modi,0.3209629018178064,male,RBC Capital Markets,"('CL', '2020 q2')",0.0
2983,PG,2020 q2,3030,0.592671903091637,Mr. Nik Modi,0.1771976496973617,male,RBC Capital Markets,"('PG', '2020 q2')",0.0
2984,CHD,2020 q2,3030,0.6111381921252317,"Olivia Tong, CFA",0.2507169603131806,female,BofA Global Research,"('CHD', '2020 q2')",0.0
2985,CLX,2020 q2,3030,0.6337864224008204,"Olivia Tong, CFA",0.2786085944027291,female,BofA Global Research,"('CLX', '2020 q2')",0.0
2986,COTY,2020 q2,3030,0.6475795930368428,"Olivia Tong, CFA",0.3650756634434342,female,BofA Global Research,"('COTY', '2020 q2')",0.0
2987,EI,2020 q2,3030,0.6329727880787559,"Olivia Tong, CFA",0.3227751040591254,female,BofA Global Research,"('EI', '2020 q2')",0.0064816223457455635
2988,PG,2020 q2,3030,0.592671903091637,"Olivia Tong, CFA",0.5094710404948488,female,BofA Global Research,"('PG', '2020 q2')",0.018320772796869278
2989,CL,2020 q2,3030,0.549214003940891,Mr. Robert E. Ottenstein,0.2064374041857428,male,EVERCORE ISI,"('CL', '2020 q2')",0.0
2990,EI,2020 q2,3030,0.6329727880787559,Mr. Robert E. Ottenstein,0.2685292375559434,male,EVERCORE ISI,"('EI', '2020 q2')",0.0
2991,PG,2020 q2,3030,0.592671903091637,Mr. Robert E. Ottenstein,0.3329847797499189,male,EVERCORE ISI,"('PG', '2020 q2')",0.0
2992,CL,2020 q2,3030,0.549214003940891,Mr. Kaumil S. Gajrawala,0.2895058551279955,male,Credit Suisse,"('CL', '2020 q2')",0.01530754379928112
2993,CLX,2020 q2,3030,0.6337864224008204,Mr. Kaumil S. Gajrawala,0.344856411833498,male,Credit Suisse,"('CLX', '2020 q2')",0.0
2994,PG,2020 q2,3030,0.592671903091637,Mr. Kaumil S. Gajrawala,0.3146425283591921,male,Credit Suisse,"('PG', '2020 q2')",0.0
2995,CL,2020 q2,3030,0.549214003940891,Mr. Mikheil Omanadze,0.1710368002659856,male,Exane BNP Paribas,"('CL', '2020 q2')",0.0
2996,COTY,2020 q2,3030,0.6475795930368428,Mr. Mikheil Omanadze,0.3999845024013699,male,Exane BNP Paribas,"('COTY', '2020 q2')",0.006495282985270023
2997,KMB,2020 q2,3030,0.8039855800713515,Mr. Mikheil Omanadze,0.5685057986302072,male,Exane BNP Paribas,"('KMB', '2020 q2')",0.0
2998,PG,2020 q2,3030,0.592671903091637,Mr. Mikheil Omanadze,0.2007680783552057,male,Exane BNP Paribas,"('PG', '2020 q2')",0.0
2999,COTY,2020 q2,3030,0.6475795930368428,Ms. Faiza Alwy,0.839087992654461,female,Deutsche Bank,"('COTY', '2020 q2')",0.0
3000,COTY,2020 q2,3030,0.6475795930368428,Ms. Rebecca S. Scheuneman,0.7660397873272277,female,"Morningstar, Inc.","('COTY', '2020 q2')",0.0
3001,EI,2020 q2,3030,0.6329727880787559,Ms. Rebecca S. Scheuneman,0.5416658677357925,female,"Morningstar, Inc.","('EI', '2020 q2')",0.008333333767950535
3002,COTY,2020 q2,3030,0.6475795930368428,"Joe Lachky, CFA",0.3888912274415275,male,"Wells Fargo Securities, LLC","('COTY', '2020 q2')",0.0
3003,COTY,2020 q2,3030,0.6475795930368428,Ms. Stephanie S. Wissink,0.4127591858990331,female,Jefferies,"('COTY', '2020 q2')",0.0
3004,EI,2020 q2,3030,0.6329727880787559,Ms. Stephanie S. Wissink,0.2548268966994396,female,Jefferies,"('EI', '2020 q2')",0.0
3005,COTY,2020 q2,3030,0.6475795930368428,Carla Casella,0.3468639826814843,female,JPMorgan Econ & FI,"('COTY', '2020 q2')",0.0
3006,EI,2020 q2,3030,0.6329727880787559,Erinn E. Murphy,0.3060421037970514,female,Piper Sandler Companies,"('EI', '2020 q2')",0.0
3007,EI,2020 q2,3030,0.6329727880787559,Mr. Michael C. Binetti,0.3317819920718995,male,Credit Suisse,"('EI', '2020 q2')",0.0
3008,EI,2020 q2,3030,0.6329727880787559,Mr. Fulvio Cazzol,0.4920323031366094,male,Berenberg,"('EI', '2020 q2')",0.024768633767962456
3009,EI,2020 q2,3030,0.6329727880787559,Ms. Dana L. Telsey,0.5757763253029747,female,Telsey Advisory Group,"('EI', '2020 q2')",0.0
3010,PG,2020 q2,3030,0.592671903091637,"Mr. James Targett, CFA",0.2816941216829157,male,Berenberg,"('PG', '2020 q2')",0.0
3011,ALB,2018 q2,1510,0.4727248230404636,Mr. Luis J. Amadeo,0.4635760347221199,male,"Oppenheimer & Co., Inc.","('ALB', '2018 q2')",0.0
3012,ALB,2018 q2,1510,0.4727248230404636,Mr. Ian Bennett,0.2838896963545868,male,BofA Global Research,"('ALB', '2018 q2')",0.0
3013,ALB,2018 q2,1510,0.4727248230404636,Mr. Arun S. Viswanathan,0.2267297951260019,male,RBC Capital Markets,"('ALB', '2018 q2')",0.0
3014,CE,2018 q2,1510,0.3401149885110133,Mr. Arun S. Viswanathan,0.1247409602122941,male,RBC Capital Markets,"('CE', '2018 q2')",0.012768352404236794
3015,DD,2018 q2,1510,0.426716257828565,Mr. Arun S. Viswanathan,0.1668702832536262,male,RBC Capital Markets,"('DD', '2018 q2')",0.0
3016,EMN,2018 q2,1510,0.5511865503483346,Mr. Arun S. Viswanathan,0.3771642065292173,male,RBC Capital Markets,"('EMN', '2018 q2')",0.0
3017,FMC,2018 q2,1510,0.6431506449089697,Mr. Arun S. Viswanathan,0.4018584893451359,male,RBC Capital Markets,"('FMC', '2018 q2')",0.032576218247413635
3018,LYB,2018 q2,1510,0.6747404399546102,Mr. Arun S. Viswanathan,0.380425525690535,male,RBC Capital Markets,"('LYB', '2018 q2')",0.0
3019,PPG,2018 q2,1510,0.6317164551009582,Mr. Arun S. Viswanathan,0.3365745520819861,male,RBC Capital Markets,"('PPG', '2018 q2')",0.0
3020,SHW,2018 q2,1510,0.7684925026715924,Mr. Arun S. Viswanathan,0.4291645623646689,male,RBC Capital Markets,"('SHW', '2018 q2')",0.0
3021,ALB,2018 q2,1510,0.4727248230404636,Christopher B. Muir,0.7146030736752476,male,CFRA Equity Research,"('ALB', '2018 q2')",0.0
3022,CE,2018 q2,1510,0.3401149885110133,Christopher B. Muir,0.4292765728356285,male,CFRA Equity Research,"('CE', '2018 q2')",0.0
3023,CF,2018 q2,1510,0.5504178965493978,Christopher B. Muir,0.5975807477528091,male,CFRA Equity Research,"('CF', '2018 q2')",0.0
3024,DD,2018 q2,1510,0.426716257828565,Christopher B. Muir,0.5700925425572454,male,CFRA Equity Research,"('DD', '2018 q2')",0.0
3025,ECL,2018 q2,1510,0.6915941796805556,Christopher B. Muir,0.8908051314990658,male,CFRA Equity Research,"('ECL', '2018 q2')",0.0
3026,EMN,2018 q2,1510,0.5511865503483346,Christopher B. Muir,0.5772047461186952,male,CFRA Equity Research,"('EMN', '2018 q2')",0.0
3027,FMC,2018 q2,1510,0.6431506449089697,Christopher B. Muir,0.6917618282502445,male,CFRA Equity Research,"('FMC', '2018 q2')",0.0
3028,LYB,2018 q2,1510,0.6747404399546102,Christopher B. Muir,0.6998560273053624,male,CFRA Equity Research,"('LYB', '2018 q2')",0.0
3029,MOS,2018 q2,1510,0.4968543921667708,Christopher B. Muir,0.4828413088871057,male,CFRA Equity Research,"('MOS', '2018 q2')",0.0
3030,PPG,2018 q2,1510,0.6317164551009582,Christopher B. Muir,0.7289391821731587,male,CFRA Equity Research,"('PPG', '2018 q2')",0.0
3031,SHW,2018 q2,1510,0.7684925026715924,Christopher B. Muir,0.8098676169686417,male,CFRA Equity Research,"('SHW', '2018 q2')",0.0
3032,ALB,2018 q2,1510,0.4727248230404636,Mr. Seth Goldstein,0.4430775670062077,male,"Morningstar, Inc.","('ALB', '2018 q2')",0.0
3033,CE,2018 q2,1510,0.3401149885110133,Mr. Seth Goldstein,0.4634321053749589,male,"Morningstar, Inc.","('CE', '2018 q2')",0.0
3034,CF,2018 q2,1510,0.5504178965493978,Mr. Seth Goldstein,0.3822906031965316,male,"Morningstar, Inc.","('CF', '2018 q2')",0.0
3035,DD,2018 q2,1510,0.426716257828565,Mr. Seth Goldstein,0.5838625820255375,male,"Morningstar, Inc.","('DD', '2018 q2')",0.0
3036,ECL,2018 q2,1510,0.6915941796805556,Mr. Seth Goldstein,0.9104362482870222,male,"Morningstar, Inc.","('ECL', '2018 q2')",0.0
3037,EMN,2018 q2,1510,0.5511865503483346,Mr. Seth Goldstein,0.5510294804603965,male,"Morningstar, Inc.","('EMN', '2018 q2')",0.0
3038,FCX,2018 q2,1510,0.4746460083122397,Mr. Seth Goldstein,0.4467996989048059,male,"Morningstar, Inc.","('FCX', '2018 q2')",0.0
3039,FMC,2018 q2,1510,0.6431506449089697,Mr. Seth Goldstein,0.5675014497551292,male,"Morningstar, Inc.","('FMC', '2018 q2')",0.0
3040,MOS,2018 q2,1510,0.4968543921667708,Mr. Seth Goldstein,0.4328957981855376,male,"Morningstar, Inc.","('MOS', '2018 q2')",0.0
3041,ALB,2018 q2,1510,0.4727248230404636,"David L. Begleiter, CFA",0.2285729362196406,male,Deutsche Bank,"('ALB', '2018 q2')",0.0
3042,DD,2018 q2,1510,0.426716257828565,"David L. Begleiter, CFA",0.101342585535176,male,Deutsche Bank,"('DD', '2018 q2')",0.0
3043,ECL,2018 q2,1510,0.6915941796805556,"David L. Begleiter, CFA",0.3932087808353587,male,Deutsche Bank,"('ECL', '2018 q2')",0.0
3044,EMN,2018 q2,1510,0.5511865503483346,"David L. Begleiter, CFA",0.2670373542096271,male,Deutsche Bank,"('EMN', '2018 q2')",0.0
3045,LYB,2018 q2,1510,0.6747404399546102,"David L. Begleiter, CFA",0.4034245108051844,male,Deutsche Bank,"('LYB', '2018 q2')",0.0
3046,PPG,2018 q2,1510,0.6317164551009582,"David L. Begleiter, CFA",0.3459029297848397,male,Deutsche Bank,"('PPG', '2018 q2')",0.0
3047,ALB,2018 q2,1510,0.4727248230404636,Mr. James M. Sheehan,0.2279213348323879,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2018 q2')",0.0
3048,APD,2018 q2,1510,0.7620056292871541,Mr. James M. Sheehan,0.4885942531852959,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2018 q2')",0.0
3049,CE,2018 q2,1510,0.3401149885110133,Mr. James M. Sheehan,0.1441870741318589,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2018 q2')",0.0
3050,DD,2018 q2,1510,0.426716257828565,Mr. James M. Sheehan,0.1387659109672792,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2018 q2')",0.0
3051,FMC,2018 q2,1510,0.6431506449089697,Mr. James M. Sheehan,0.2939932789424149,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2018 q2')",0.0
3052,PPG,2018 q2,1510,0.6317164551009582,Mr. James M. Sheehan,0.2794319494005202,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2018 q2')",0.0
3053,APD,2018 q2,1510,0.7620056292871541,CFRA Research,0.8132864840856102,Not a person,CFRA Equity Research,"('APD', '2018 q2')",0.0
3054,FCX,2018 q2,1510,0.4746460083122397,CFRA Research,0.5447788968431613,Not a person,CFRA Equity Research,"('FCX', '2018 q2')",0.0
3055,IFF,2018 q2,1510,0.7932787948968196,CFRA Research,0.8638872031827999,Not a person,CFRA Equity Research,"('IFF', '2018 q2')",0.0
3056,IP,2018 q2,1510,0.4157447235993882,CFRA Research,0.3838894782446001,Not a person,CFRA Equity Research,"('IP', '2018 q2')",0.0
3057,MLM,2018 q2,1510,0.5884756661277822,CFRA Research,0.6614377583776718,Not a person,CFRA Equity Research,"('MLM', '2018 q2')",0.0
3058,NEM,2018 q2,1510,0.4893220427412846,CFRA Research,0.5357557534890641,Not a person,CFRA Equity Research,"('NEM', '2018 q2')",0.0
3059,NUE,2018 q2,1510,0.6792590428260429,CFRA Research,0.4022050561687456,Not a person,CFRA Equity Research,"('NUE', '2018 q2')",0.0
3060,PKG,2018 q2,1510,0.7894069798808963,CFRA Research,0.6203821620756033,Not a person,CFRA Equity Research,"('PKG', '2018 q2')",0.0
3061,SEE,2018 q2,1510,0.7268481837272054,CFRA Research,0.723792918884248,Not a person,CFRA Equity Research,"('SEE', '2018 q2')",0.0
3062,VMC,2018 q2,1510,0.7346599319517616,CFRA Research,0.8037721233760441,Not a person,CFRA Equity Research,"('VMC', '2018 q2')",0.0
3063,WRK,2018 q2,1510,0.745885425578008,CFRA Research,0.6193431139229004,Not a person,CFRA Equity Research,"('WRK', '2018 q2')",0.0
3064,APD,2018 q2,1510,0.7620056292871541,Duffy Fischer,0.7543673613187039,male,Barclays,"('APD', '2018 q2')",0.0
3065,CE,2018 q2,1510,0.3401149885110133,Duffy Fischer,0.2121430788664819,male,Barclays,"('CE', '2018 q2')",0.0
3066,EMN,2018 q2,1510,0.5511865503483346,Duffy Fischer,0.6685912680047456,male,Barclays,"('EMN', '2018 q2')",0.0
3067,LYB,2018 q2,1510,0.6747404399546102,Duffy Fischer,0.728242552564696,male,Barclays,"('LYB', '2018 q2')",0.017250368371605873
3068,SHW,2018 q2,1510,0.7684925026715924,Duffy Fischer,0.7055582384025866,male,Barclays,"('SHW', '2018 q2')",0.0
3069,APD,2018 q2,1510,0.7620056292871541,Mr. Donald D. Carson,0.7639379402566281,male,Susquehanna Financial Group LLLP,"('APD', '2018 q2')",0.0
3070,CF,2018 q2,1510,0.5504178965493978,Mr. Donald D. Carson,0.5256186354015889,male,Susquehanna Financial Group LLLP,"('CF', '2018 q2')",0.0
3071,DD,2018 q2,1510,0.426716257828565,Mr. Donald D. Carson,0.5900684692455358,male,Susquehanna Financial Group LLLP,"('DD', '2018 q2')",0.0
3072,FMC,2018 q2,1510,0.6431506449089697,Mr. Donald D. Carson,0.405582082524655,male,Susquehanna Financial Group LLLP,"('FMC', '2018 q2')",0.0
3073,LYB,2018 q2,1510,0.6747404399546102,Mr. Donald D. Carson,0.7210952725618435,male,Susquehanna Financial Group LLLP,"('LYB', '2018 q2')",0.0
3074,MOS,2018 q2,1510,0.4968543921667708,Mr. Donald D. Carson,0.4220836951705292,male,Susquehanna Financial Group LLLP,"('MOS', '2018 q2')",0.0
3075,PPG,2018 q2,1510,0.6317164551009582,Mr. Donald D. Carson,0.6155919977843549,male,Susquehanna Financial Group LLLP,"('PPG', '2018 q2')",0.03333333507180214
3076,SHW,2018 q2,1510,0.7684925026715924,Mr. Donald D. Carson,0.7817587544507895,male,Susquehanna Financial Group LLLP,"('SHW', '2018 q2')",0.0
3077,APD,2018 q2,1510,0.7620056292871541,Mr. Christopher S. Parkinson,0.6756512371031584,male,Credit Suisse,"('APD', '2018 q2')",0.0
3078,CF,2018 q2,1510,0.5504178965493978,Mr. Christopher S. Parkinson,0.2752814896899526,male,Credit Suisse,"('CF', '2018 q2')",0.0
3079,DD,2018 q2,1510,0.426716257828565,Mr. Christopher S. Parkinson,0.1779470425788849,male,Credit Suisse,"('DD', '2018 q2')",0.0
3080,ECL,2018 q2,1510,0.6915941796805556,Mr. Christopher S. Parkinson,0.554913101136525,male,Credit Suisse,"('ECL', '2018 q2')",0.0
3081,FMC,2018 q2,1510,0.6431506449089697,Mr. Christopher S. Parkinson,0.5120880793668138,male,Credit Suisse,"('FMC', '2018 q2')",0.0
3082,MOS,2018 q2,1510,0.4968543921667708,Mr. Christopher S. Parkinson,0.5988818211611378,male,Credit Suisse,"('MOS', '2018 q2')",0.0
3083,CE,2018 q2,1510,0.3401149885110133,Mr. Vincent Andrews,0.2083550694198252,male,Morgan Stanley,"('CE', '2018 q2')",0.0
3084,LYB,2018 q2,1510,0.6747404399546102,Mr. Vincent Andrews,0.5813378174082997,male,Morgan Stanley,"('LYB', '2018 q2')",0.0
3085,MOS,2018 q2,1510,0.4968543921667708,Mr. Vincent Andrews,0.2206381824822067,male,Morgan Stanley,"('MOS', '2018 q2')",0.0
3086,SHW,2018 q2,1510,0.7684925026715924,Mr. Vincent Andrews,0.5845604708476775,male,Morgan Stanley,"('SHW', '2018 q2')",0.006967638619244099
3087,CE,2018 q2,1510,0.3401149885110133,Charles N. Neivert,0.1937850595555172,male,Cowen and Company,"('CE', '2018 q2')",0.0
3088,CF,2018 q2,1510,0.5504178965493978,Charles N. Neivert,0.2241308175917024,male,Cowen and Company,"('CF', '2018 q2')",0.004996824078261852
3089,DD,2018 q2,1510,0.426716257828565,Charles N. Neivert,0.1630487859169435,male,Cowen and Company,"('DD', '2018 q2')",0.0
3090,EMN,2018 q2,1510,0.5511865503483346,Charles N. Neivert,0.3126966880950457,male,Cowen and Company,"('EMN', '2018 q2')",0.0
3091,CE,2018 q2,1510,0.3401149885110133,"Mr. Laurence Alexander, CFA",0.2051234372095919,male,Jefferies,"('CE', '2018 q2')",0.0
3092,LYB,2018 q2,1510,0.6747404399546102,"Mr. Laurence Alexander, CFA",0.4456527551568982,male,Jefferies,"('LYB', '2018 q2')",0.0059290253557264805
3093,PPG,2018 q2,1510,0.6317164551009582,"Mr. Laurence Alexander, CFA",0.6823090642185333,male,Jefferies,"('PPG', '2018 q2')",0.0
3094,CF,2018 q2,1510,0.5504178965493978,"Ben Isaacson, MBA",0.2273709450503247,male,Scotiabank GBM,"('CF', '2018 q2')",0.0
3095,CF,2018 q2,1510,0.5504178965493978,Andrew D. Wong,0.7276236953613666,male,RBC Capital Markets,"('CF', '2018 q2')",0.03333333507180214
3096,MOS,2018 q2,1510,0.4968543921667708,Andrew D. Wong,0.1988572196530672,male,RBC Capital Markets,"('MOS', '2018 q2')",0.009403246454894543
3097,CF,2018 q2,1510,0.5504178965493978,Mr. Mark Connelly,0.4746103097142362,male,Stephens Inc.,"('CF', '2018 q2')",0.0
3098,WRK,2018 q2,1510,0.745885425578008,Mr. Mark Connelly,0.7460930455623334,male,Stephens Inc.,"('WRK', '2018 q2')",0.0
3099,DD,2018 q2,1510,0.426716257828565,Sriharsha Pappu,0.2815198737642405,male,HSBC,"('DD', '2018 q2')",0.03699479624629021
3100,ECL,2018 q2,1510,0.6915941796805556,"Chip Moore, CFA",0.2561458889425897,male,Canaccord Genuity,"('ECL', '2018 q2')",0.012394295074045658
3101,ECL,2018 q2,1510,0.6915941796805556,Mr. Tim Mulrooney,0.3708952095289944,male,William Blair & Company,"('ECL', '2018 q2')",0.0
3102,ECL,2018 q2,1510,0.6915941796805556,Mr. David Ridley-Lane,0.3243709225798938,male,BofA Global Research,"('ECL', '2018 q2')",0.0
3103,ECL,2018 q2,1510,0.6915941796805556,Mr. Scott Schneeberger,0.3077632609283995,male,"Oppenheimer & Co., Inc.","('ECL', '2018 q2')",0.0
3104,ECL,2018 q2,1510,0.6915941796805556,SADIF Research,0.9922051405671108,Not a person,Sadif Analytics Prime,"('ECL', '2018 q2')",0.9513228535652161
3105,NUE,2018 q2,1510,0.6792590428260429,SADIF Research,0.977509927671399,Not a person,Sadif Analytics Prime,"('NUE', '2018 q2')",0.9522019624710083
3106,PKG,2018 q2,1510,0.7894069798808963,SADIF Research,0.9161139110598502,Not a person,Sadif Analytics Prime,"('PKG', '2018 q2')",0.903319239616394
3107,WRK,2018 q2,1510,0.745885425578008,SADIF Research,0.9780111341511784,Not a person,Sadif Analytics Prime,"('WRK', '2018 q2')",0.9508129358291626
3108,FCX,2018 q2,1510,0.4746460083122397,Mr. Ralph M. Profiti,0.1152776321290076,male,Eight Capital,"('FCX', '2018 q2')",0.0
3109,FCX,2018 q2,1510,0.4746460083122397,Piyush Sood,0.2619549874837887,male,Morgan Stanley,"('FCX', '2018 q2')",0.0
3110,FCX,2018 q2,1510,0.4746460083122397,Timna Tanners,0.3596832305429718,female,BofA Global Research,"('FCX', '2018 q2')",0.0
3111,MLM,2018 q2,1510,0.5884756661277822,Timna Tanners,0.4189886198801808,female,BofA Global Research,"('MLM', '2018 q2')",0.0
3112,NUE,2018 q2,1510,0.6792590428260429,Timna Tanners,0.5003187833432812,female,BofA Global Research,"('NUE', '2018 q2')",0.0
3113,VMC,2018 q2,1510,0.7346599319517616,Timna Tanners,0.5158820825633526,female,BofA Global Research,"('VMC', '2018 q2')",0.0
3114,FCX,2018 q2,1510,0.4746460083122397,Mr. Novid Rassouli,0.5166353878073784,male,Cowen and Company,"('FCX', '2018 q2')",0.0
3115,NUE,2018 q2,1510,0.6792590428260429,Mr. Novid Rassouli,0.7203290770657991,male,Cowen and Company,"('NUE', '2018 q2')",0.0
3116,FCX,2018 q2,1510,0.4746460083122397,Chris R. Terry,0.8381582333014456,male,Deutsche Bank,"('FCX', '2018 q2')",0.0
3117,FCX,2018 q2,1510,0.4746460083122397,"Mr. Brian T. MacArthur, CFA",0.4026495408043549,male,Raymond James Ltd. (Canada),"('FCX', '2018 q2')",0.0
3118,FCX,2018 q2,1510,0.4746460083122397,Charlie Clark,0.1204324093083811,male,Berenberg,"('FCX', '2018 q2')",0.014304670505225658
3119,FCX,2018 q2,1510,0.4746460083122397,Mr. Oscar Cabrera,0.1005664309445537,male,CIBC Capital Markets,"('FCX', '2018 q2')",0.0
3120,FCX,2018 q2,1510,0.4746460083122397,Mr. Stephen D. Walker,0.1095931320193475,male,RBC Capital Markets,"('FCX', '2018 q2')",0.0
3121,NEM,2018 q2,1510,0.4893220427412846,Mr. Stephen D. Walker,0.421773009736516,male,RBC Capital Markets,"('NEM', '2018 q2')",0.0
3122,FCX,2018 q2,1510,0.4746460083122397,"Orest Wowkodaw, CFA",0.1189582351337732,male,Scotiabank GBM,"('FCX', '2018 q2')",0.0
3123,FMC,2018 q2,1510,0.6431506449089697,"Steve Byrne, CFA",0.5364156193390958,male,BofA Global Research,"('FMC', '2018 q2')",0.0
3124,MOS,2018 q2,1510,0.4968543921667708,"Steve Byrne, CFA",0.1863968949591463,male,BofA Global Research,"('MOS', '2018 q2')",0.0
3125,FMC,2018 q2,1510,0.6431506449089697,Credit Suisse Global Product Marketing,0.7572829630450292,Not a person,Credit Suisse,"('FMC', '2018 q2')",0.010577711276710033
3126,IFF,2018 q2,1510,0.7932787948968196,Mr. Andrew Lane,0.75230755053677,male,"Morningstar, Inc.","('IFF', '2018 q2')",0.0
3127,NUE,2018 q2,1510,0.6792590428260429,Mr. Andrew Lane,0.4979450107930452,male,"Morningstar, Inc.","('NUE', '2018 q2')",0.0
3128,IFF,2018 q2,1510,0.7932787948968196,Ms. Faiza Alwy,0.780107112219298,female,Deutsche Bank,"('IFF', '2018 q2')",0.0
3129,IFF,2018 q2,1510,0.7932787948968196,M. Matthias Cornu,0.6139954132037675,male,Exane BNP Paribas,"('IFF', '2018 q2')",0.0
3130,IP,2018 q2,1510,0.4157447235993882,"Mark A. Weintraub, CFA",0.296493240608358,male,The Buckingham Research Group,"('IP', '2018 q2')",0.0
3131,WRK,2018 q2,1510,0.745885425578008,"Mark A. Weintraub, CFA",0.3459333694662105,male,The Buckingham Research Group,"('WRK', '2018 q2')",0.0
3132,IP,2018 q2,1510,0.4157447235993882,Charles Gross,0.4937166594989512,male,"Morningstar, Inc.","('IP', '2018 q2')",0.0
3133,PKG,2018 q2,1510,0.7894069798808963,Charles Gross,0.6203752116013704,male,"Morningstar, Inc.","('PKG', '2018 q2')",0.0
3134,PPG,2018 q2,1510,0.6317164551009582,Charles Gross,0.6867293388281354,male,"Morningstar, Inc.","('PPG', '2018 q2')",0.0
3135,SEE,2018 q2,1510,0.7268481837272054,Charles Gross,0.7750178527824573,male,"Morningstar, Inc.","('SEE', '2018 q2')",0.0
3136,WRK,2018 q2,1510,0.745885425578008,Charles Gross,0.5656451294120906,male,"Morningstar, Inc.","('WRK', '2018 q2')",0.0
3137,IP,2018 q2,1510,0.4157447235993882,Mr. Paul C. Quinn,0.3017609793456314,male,RBC Capital Markets,"('IP', '2018 q2')",0.033689701929688454
3138,WRK,2018 q2,1510,0.745885425578008,Mr. Paul C. Quinn,0.3728276912625608,male,RBC Capital Markets,"('WRK', '2018 q2')",0.0
3139,MLM,2018 q2,1510,0.5884756661277822,Mr. Rohit Seth,0.3242829562251837,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2018 q2')",0.011617356911301613
3140,MLM,2018 q2,1510,0.5884756661277822,Trey Grooms,0.4994347059406194,male,Stephens Inc.,"('MLM', '2018 q2')",0.0
3141,VMC,2018 q2,1510,0.7346599319517616,Trey Grooms,0.7027126574944261,male,Stephens Inc.,"('VMC', '2018 q2')",0.0
3142,MLM,2018 q2,1510,0.5884756661277822,Mr. Kristoffer Inton,0.6868786935837451,male,"Morningstar, Inc.","('MLM', '2018 q2')",0.0
3143,VMC,2018 q2,1510,0.7346599319517616,Mr. Kristoffer Inton,0.8008609005825319,male,"Morningstar, Inc.","('VMC', '2018 q2')",0.0
3144,MLM,2018 q2,1510,0.5884756661277822,Mr. Adam Seiden,0.3812596793266534,male,Barclays,"('MLM', '2018 q2')",0.014413157012313604
3145,MOS,2018 q2,1510,0.4968543921667708,Christopher Ryan,0.5014901317929028,male,BofA Global Research,"('MOS', '2018 q2')",0.0
3146,NEM,2018 q2,1510,0.4893220427412846,"Ms. Anita P. Soni, CFA",0.4313486437135639,female,Credit Suisse,"('NEM', '2018 q2')",0.0
3147,NUE,2018 q2,1510,0.6792590428260429,S&P pool,0.3986038292187565,Not a person,CFRA Equity Research,"('NUE', '2018 q2')",0.0
3148,NUE,2018 q2,1510,0.6792590428260429,"Mr. Curt R. Woodworth, CFA",0.5009196139326347,male,Credit Suisse,"('NUE', '2018 q2')",0.0
3149,PKG,2018 q2,1510,0.7894069798808963,Ms. Debbie A. Jones,0.9045849083486824,female,Deutsche Bank,"('PKG', '2018 q2')",0.011691571213304996
3150,WRK,2018 q2,1510,0.745885425578008,Ms. Debbie A. Jones,0.938470803672978,female,Deutsche Bank,"('WRK', '2018 q2')",0.0
3151,PKG,2018 q2,1510,0.7894069798808963,George L. Staphos,0.5826961248837516,male,BofA Global Research,"('PKG', '2018 q2')",0.031007859855890274
3152,SEE,2018 q2,1510,0.7268481837272054,George L. Staphos,0.6720736720220302,male,BofA Global Research,"('SEE', '2018 q2')",0.0
3153,WRK,2018 q2,1510,0.745885425578008,George L. Staphos,0.4849945306381386,male,BofA Global Research,"('WRK', '2018 q2')",0.0
3154,PPG,2018 q2,1510,0.6317164551009582,"Mr. Kevin W. Hocevar, CFA",0.3959251933457198,male,Northcoast Research,"('PPG', '2018 q2')",0.006513477303087711
3155,SEE,2018 q2,1510,0.7268481837272054,Mr. Lars F. Kjellberg,0.6331576522829206,male,Credit Suisse,"('SEE', '2018 q2')",0.012513266876339912
3156,SEE,2018 q2,1510,0.7268481837272054,"Rosemarie J. Morbelli, CFA",0.4967246148693713,female,Gabelli & Company,"('SEE', '2018 q2')",0.0
3157,SHW,2018 q2,1510,0.7684925026715924,"Nishu Sood, CFA",0.8629250683443247,male,Deutsche Bank,"('SHW', '2018 q2')",0.0
3158,SHW,2018 q2,1510,0.7684925026715924,"Charles E. Cerankosky, Jr",0.6492037415926651,male,Northcoast Research,"('SHW', '2018 q2')",0.02903177961707115
3159,SHW,2018 q2,1510,0.7684925026715924,Scott A. Mushkin,0.4626547944677942,male,Wolfe Research,"('SHW', '2018 q2')",0.0
3160,VMC,2018 q2,1510,0.7346599319517616,"Philip H. Ng, CFA",0.5067359513022206,male,Jefferies,"('VMC', '2018 q2')",0.013217488303780556
3161,ABC,2018 q1,3510,0.7271705732991178,Ms. Erin E. Wright,0.7465140488900707,female,Credit Suisse,"('ABC', '2018 q1')",0.009743201235930124
3162,ALGN,2018 q1,3510,0.4367253394432263,Ms. Erin E. Wright,0.1865505108317698,female,Credit Suisse,"('ALGN', '2018 q1')",0.02045455202460289
3163,CAH,2018 q1,3510,0.7167311565107559,Ms. Erin E. Wright,0.804462456623342,female,Credit Suisse,"('CAH', '2018 q1')",0.05644075199961662
3164,CVS,2018 q1,3510,0.5423450664248488,Ms. Erin E. Wright,0.5303560909606856,female,Credit Suisse,"('CVS', '2018 q1')",0.0
3165,DGX,2018 q1,3510,0.566280670991899,Ms. Erin E. Wright,0.3493803666161192,female,Credit Suisse,"('DGX', '2018 q1')",0.019906267523765564
3166,DHR,2018 q1,3510,0.7806587701457547,Ms. Erin E. Wright,0.44142787703813,female,Credit Suisse,"('DHR', '2018 q1')",0.002932518720626831
3167,HSIC,2018 q1,3510,0.703166110458447,Ms. Erin E. Wright,0.362545876702826,female,Credit Suisse,"('HSIC', '2018 q1')",0.016257410869002342
3168,IDXX,2018 q1,3510,0.6940385094678865,Ms. Erin E. Wright,0.4224918205182624,female,Credit Suisse,"('IDXX', '2018 q1')",0.010454935021698475
3169,ABC,2018 q1,3510,0.7271705732991178,Mr. Vishnu Lekraj,0.6739677953184976,male,"Morningstar, Inc.","('ABC', '2018 q1')",0.0
3170,ANTM,2018 q1,3510,0.6153737240270023,Mr. Vishnu Lekraj,0.5137558020101581,male,"Morningstar, Inc.","('ANTM', '2018 q1')",0.0
3171,CAH,2018 q1,3510,0.7167311565107559,Mr. Vishnu Lekraj,0.7286579281585336,male,"Morningstar, Inc.","('CAH', '2018 q1')",0.0
3172,CI,2018 q1,3510,0.5647101372923462,Mr. Vishnu Lekraj,0.5647269014975232,male,"Morningstar, Inc.","('CI', '2018 q1')",0.0
3173,CVS,2018 q1,3510,0.5423450664248488,Mr. Vishnu Lekraj,0.5100971964105114,male,"Morningstar, Inc.","('CVS', '2018 q1')",0.0
3174,HSIC,2018 q1,3510,0.703166110458447,Mr. Vishnu Lekraj,0.7606274870782896,male,"Morningstar, Inc.","('HSIC', '2018 q1')",0.0
3175,ABC,2018 q1,3510,0.7271705732991178,Mr. Brian Tanquilut,0.4670991899181984,male,Jefferies,"('ABC', '2018 q1')",0.0
3176,CAH,2018 q1,3510,0.7167311565107559,Mr. Brian Tanquilut,0.2868649351617096,male,Jefferies,"('CAH', '2018 q1')",0.0
3177,HCA,2018 q1,3510,0.4359035634231699,Mr. Brian Tanquilut,0.4370060045900264,male,Jefferies,"('HCA', '2018 q1')",0.0
3178,LH,2018 q1,3510,0.7291332303759661,Mr. Brian Tanquilut,0.3673407618682806,male,Jefferies,"('LH', '2018 q1')",0.0
3179,ABC,2018 q1,3510,0.7271705732991178,Mr. Steve Valiquette,0.382547254409856,male,Barclays,"('ABC', '2018 q1')",0.005425472278147936
3180,CI,2018 q1,3510,0.5647101372923462,Mr. Steve Valiquette,0.2226190524480955,male,Barclays,"('CI', '2018 q1')",0.0
3181,XRAY,2018 q1,3510,0.7056598294666308,Mr. Steve Valiquette,0.7433801921837311,male,Barclays,"('XRAY', '2018 q1')",0.0
3182,ABC,2018 q1,3510,0.7271705732991178,SADIF Research,0.982644293506008,Not a person,Sadif Analytics Prime,"('ABC', '2018 q1')",0.971560001373291
3183,ABT,2018 q1,3510,0.5120493584717193,SADIF Research,0.9815824602027396,Not a person,Sadif Analytics Prime,"('ABT', '2018 q1')",0.9622614979743958
3184,BAX,2018 q1,3510,0.7058139473380369,SADIF Research,0.9775309545270522,Not a person,Sadif Analytics Prime,"('BAX', '2018 q1')",0.9781464338302612
3185,CAH,2018 q1,3510,0.7167311565107559,SADIF Research,0.9682357938154996,Not a person,Sadif Analytics Prime,"('CAH', '2018 q1')",0.9669915437698364
3186,DHR,2018 q1,3510,0.7806587701457547,SADIF Research,0.9428208116444744,Not a person,Sadif Analytics Prime,"('DHR', '2018 q1')",0.9471384882926941
3187,EW,2018 q1,3510,0.4243818820875882,SADIF Research,0.986399309569161,Not a person,Sadif Analytics Prime,"('EW', '2018 q1')",0.9548318982124329
3188,HSIC,2018 q1,3510,0.703166110458447,SADIF Research,0.977170729560211,Not a person,Sadif Analytics Prime,"('HSIC', '2018 q1')",0.957853376865387
3189,IDXX,2018 q1,3510,0.6940385094678865,SADIF Research,0.9709242345305362,Not a person,Sadif Analytics Prime,"('IDXX', '2018 q1')",0.9730672240257263
3190,ISRG,2018 q1,3510,0.6118973894276498,SADIF Research,0.9912062539270714,Not a person,Sadif Analytics Prime,"('ISRG', '2018 q1')",0.955426037311554
3191,LH,2018 q1,3510,0.7291332303759661,SADIF Research,0.9822302964001604,Not a person,Sadif Analytics Prime,"('LH', '2018 q1')",0.9192033410072327
3192,UHS,2018 q1,3510,0.7249280499680606,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('UHS', '2018 q1')",0.9631171822547913
3193,VAR,2018 q1,3510,0.8117306961040772,SADIF Research,0.9879684589858572,Not a person,Sadif Analytics Prime,"('VAR', '2018 q1')",0.9547205865383148
3194,ABC,2018 q1,3510,0.7271705732991178,Mr. Ross Muken,0.3711108430677191,male,EVERCORE ISI,"('ABC', '2018 q1')",0.0
3195,CAH,2018 q1,3510,0.7167311565107559,Mr. Ross Muken,0.4179845631342481,male,EVERCORE ISI,"('CAH', '2018 q1')",0.0
3196,CERN,2018 q1,3510,0.4774003770211992,Mr. Ross Muken,0.5022455938357476,male,EVERCORE ISI,"('CERN', '2018 q1')",0.0
3197,DGX,2018 q1,3510,0.566280670991899,Mr. Ross Muken,0.4860623031835695,male,EVERCORE ISI,"('DGX', '2018 q1')",0.0
3198,DHR,2018 q1,3510,0.7806587701457547,Mr. Ross Muken,0.4805438193384281,male,EVERCORE ISI,"('DHR', '2018 q1')",0.0
3199,HSIC,2018 q1,3510,0.703166110458447,Mr. Ross Muken,0.6114688754656303,male,EVERCORE ISI,"('HSIC', '2018 q1')",0.003461482934653759
3200,LH,2018 q1,3510,0.7291332303759661,Mr. Ross Muken,0.6366711790721612,male,EVERCORE ISI,"('LH', '2018 q1')",0.0
3201,ABC,2018 q1,3510,0.7271705732991178,Mr. Charles Rhyee,0.3221621262272184,male,Cowen and Company,"('ABC', '2018 q1')",0.0
3202,CAH,2018 q1,3510,0.7167311565107559,Mr. Charles Rhyee,0.3470117129150715,male,Cowen and Company,"('CAH', '2018 q1')",0.0
3203,CERN,2018 q1,3510,0.4774003770211992,Mr. Charles Rhyee,0.2638535701729952,male,Cowen and Company,"('CERN', '2018 q1')",0.0
3204,CVS,2018 q1,3510,0.5423450664248488,Mr. Charles Rhyee,0.2541650569128055,male,Cowen and Company,"('CVS', '2018 q1')",0.0
3205,ABC,2018 q1,3510,0.7271705732991178,Mr. Nicholas P. Keher,0.6749635267544692,male,RBC Capital Markets,"('ABC', '2018 q1')",0.0
3206,ABC,2018 q1,3510,0.7271705732991178,George Hill,0.3883196996904753,male,RBC Capital Markets,"('ABC', '2018 q1')",0.0
3207,CAH,2018 q1,3510,0.7167311565107559,George Hill,0.3021354339161807,male,RBC Capital Markets,"('CAH', '2018 q1')",0.02760254591703415
3208,CERN,2018 q1,3510,0.4774003770211992,George Hill,0.2205624311408626,male,RBC Capital Markets,"('CERN', '2018 q1')",0.022222223381201427
3209,CVS,2018 q1,3510,0.5423450664248488,George Hill,0.2564760409717853,male,RBC Capital Markets,"('CVS', '2018 q1')",0.006918344181030989
3210,HSIC,2018 q1,3510,0.703166110458447,George Hill,0.2579531691825049,male,RBC Capital Markets,"('HSIC', '2018 q1')",0.0
3211,ABC,2018 q1,3510,0.7271705732991178,Mr. Michael A. Cherny,0.7964499680012358,male,BofA Global Research,"('ABC', '2018 q1')",0.05717034637928009
3212,CVS,2018 q1,3510,0.5423450664248488,Mr. Michael A. Cherny,0.417999335613215,male,BofA Global Research,"('CVS', '2018 q1')",0.0
3213,ABC,2018 q1,3510,0.7271705732991178,Joseph Agnese,0.6986844848316923,male,CFRA Equity Research,"('ABC', '2018 q1')",0.0
3214,CAH,2018 q1,3510,0.7167311565107559,Joseph Agnese,0.7448701297213912,male,CFRA Equity Research,"('CAH', '2018 q1')",0.0
3215,CVS,2018 q1,3510,0.5423450664248488,Joseph Agnese,0.6595859854893066,male,CFRA Equity Research,"('CVS', '2018 q1')",0.0
3216,ABC,2018 q1,3510,0.7271705732991178,"Mr. David M. Larsen, CFA",0.3661353999738374,male,SVB Leerink,"('ABC', '2018 q1')",0.0
3217,CAH,2018 q1,3510,0.7167311565107559,"Mr. David M. Larsen, CFA",0.2656535273723849,male,SVB Leerink,"('CAH', '2018 q1')",0.0
3218,CERN,2018 q1,3510,0.4774003770211992,"Mr. David M. Larsen, CFA",0.1903479782380916,male,SVB Leerink,"('CERN', '2018 q1')",0.02850946970283985
3219,CVS,2018 q1,3510,0.5423450664248488,"Mr. David M. Larsen, CFA",0.2087066578719961,male,SVB Leerink,"('CVS', '2018 q1')",0.0
3220,HSIC,2018 q1,3510,0.703166110458447,"Mr. David M. Larsen, CFA",0.2824041103637492,male,SVB Leerink,"('HSIC', '2018 q1')",0.0
3221,ABT,2018 q1,3510,0.5120493584717193,Lawrence H. Biegelsen,0.3259306670430483,male,"Wells Fargo Securities, LLC","('ABT', '2018 q1')",0.024173379875719547
3222,BAX,2018 q1,3510,0.7058139473380369,Lawrence H. Biegelsen,0.4853102025656022,male,"Wells Fargo Securities, LLC","('BAX', '2018 q1')",0.0
3223,BDX,2018 q1,3510,0.6389417729254288,Lawrence H. Biegelsen,0.2830444357464814,male,"Wells Fargo Securities, LLC","('BDX', '2018 q1')",0.0
3224,COO,2018 q1,3510,0.3425624389679252,Lawrence H. Biegelsen,0.1348207905254221,male,"Wells Fargo Securities, LLC","('COO', '2018 q1')",0.0
3225,EW,2018 q1,3510,0.4243818820875882,Lawrence H. Biegelsen,0.1245422473896048,male,"Wells Fargo Securities, LLC","('EW', '2018 q1')",0.0
3226,ISRG,2018 q1,3510,0.6118973894276498,Lawrence H. Biegelsen,0.2562724701623773,male,"Wells Fargo Securities, LLC","('ISRG', '2018 q1')",0.0
3227,MDT,2018 q1,3510,0.3661058994988966,Lawrence H. Biegelsen,0.092556554343308,male,"Wells Fargo Securities, LLC","('MDT', '2018 q1')",0.0
3228,SYK,2018 q1,3510,0.5508163561881421,Lawrence H. Biegelsen,0.144181103641217,male,"Wells Fargo Securities, LLC","('SYK', '2018 q1')",0.0
3229,ZBH,2018 q1,3510,0.5946092673214305,Lawrence H. Biegelsen,0.2354506701929413,male,"Wells Fargo Securities, LLC","('ZBH', '2018 q1')",0.0
3230,ABT,2018 q1,3510,0.5120493584717193,Mr. Vijay M. Kumar,0.2179870215052054,male,EVERCORE ISI,"('ABT', '2018 q1')",0.0
3231,BDX,2018 q1,3510,0.6389417729254288,Mr. Vijay M. Kumar,0.5061861381426938,male,EVERCORE ISI,"('BDX', '2018 q1')",0.0
3232,EW,2018 q1,3510,0.4243818820875882,Mr. Vijay M. Kumar,0.2739076599581094,male,EVERCORE ISI,"('EW', '2018 q1')",0.0
3233,HOLX,2018 q1,3510,0.6186235022063726,Mr. Vijay M. Kumar,0.595082212671299,male,EVERCORE ISI,"('HOLX', '2018 q1')",0.0
3234,ISRG,2018 q1,3510,0.6118973894276498,Mr. Vijay M. Kumar,0.3009388556226618,male,EVERCORE ISI,"('ISRG', '2018 q1')",0.0
3235,MDT,2018 q1,3510,0.3661058994988966,Mr. Vijay M. Kumar,0.2077799929161543,male,EVERCORE ISI,"('MDT', '2018 q1')",0.0
3236,VAR,2018 q1,3510,0.8117306961040772,Mr. Vijay M. Kumar,0.6017482908590951,male,EVERCORE ISI,"('VAR', '2018 q1')",0.0
3237,ABT,2018 q1,3510,0.5120493584717193,Mr. Glenn Novarro,0.1463647820728835,male,RBC Capital Markets,"('ABT', '2018 q1')",0.0
3238,BAX,2018 q1,3510,0.7058139473380369,Mr. Glenn Novarro,0.6479663126643714,male,RBC Capital Markets,"('BAX', '2018 q1')",0.03333333507180214
3239,BDX,2018 q1,3510,0.6389417729254288,Mr. Glenn Novarro,0.2567954166401384,male,RBC Capital Markets,"('BDX', '2018 q1')",0.0
3240,EW,2018 q1,3510,0.4243818820875882,Mr. Glenn Novarro,0.0544423130197332,male,RBC Capital Markets,"('EW', '2018 q1')",0.024630295112729073
3241,HOLX,2018 q1,3510,0.6186235022063726,Mr. Glenn Novarro,0.2854212365141277,male,RBC Capital Markets,"('HOLX', '2018 q1')",0.0
3242,MDT,2018 q1,3510,0.3661058994988966,Mr. Glenn Novarro,0.0685766758854317,male,RBC Capital Markets,"('MDT', '2018 q1')",0.0
3243,ZBH,2018 q1,3510,0.5946092673214305,Mr. Glenn Novarro,0.250656973833358,male,RBC Capital Markets,"('ZBH', '2018 q1')",0.0
3244,ABT,2018 q1,3510,0.5120493584717193,Ms. Shejal Ajmera,0.4730033503589215,female,Crispidea,"('ABT', '2018 q1')",0.0
3245,ANTM,2018 q1,3510,0.6153737240270023,Ms. Shejal Ajmera,0.5772267354210109,female,Crispidea,"('ANTM', '2018 q1')",0.0
3246,BDX,2018 q1,3510,0.6389417729254288,Ms. Shejal Ajmera,0.6422768853450471,female,Crispidea,"('BDX', '2018 q1')",0.0
3247,CI,2018 q1,3510,0.5647101372923462,Ms. Shejal Ajmera,0.6371614630420496,female,Crispidea,"('CI', '2018 q1')",0.0
3248,DHR,2018 q1,3510,0.7806587701457547,Ms. Shejal Ajmera,0.6478068612044736,female,Crispidea,"('DHR', '2018 q1')",0.0
3249,UNH,2018 q1,3510,0.6248387685992239,Ms. Shejal Ajmera,0.6205725836495078,female,Crispidea,"('UNH', '2018 q1')",0.0
3250,ABT,2018 q1,3510,0.5120493584717193,Ms. Margaret Kaczor,0.1248531315525535,female,William Blair & Company,"('ABT', '2018 q1')",0.0
3251,BAX,2018 q1,3510,0.7058139473380369,Ms. Margaret Kaczor,0.3288156411707644,female,William Blair & Company,"('BAX', '2018 q1')",0.0
3252,DXCM,2018 q1,3510,0.2966749497643058,Ms. Margaret Kaczor,0.0958012491528388,female,William Blair & Company,"('DXCM', '2018 q1')",0.0
3253,RMD,2018 q1,3510,0.585214498248462,Ms. Margaret Kaczor,0.2806528424336955,female,William Blair & Company,"('RMD', '2018 q1')",0.0
3254,ABT,2018 q1,3510,0.5120493584717193,David R. Lewis,0.1836455152009417,male,Morgan Stanley,"('ABT', '2018 q1')",0.0
3255,ABT,2018 q1,3510,0.5120493584717193,Mr. Christopher Pasquale,0.1074180534691145,male,Guggenheim Securities LLC,"('ABT', '2018 q1')",0.005485759116709232
3256,COO,2018 q1,3510,0.3425624389679252,Mr. Christopher Pasquale,0.1857946699787526,male,Guggenheim Securities LLC,"('COO', '2018 q1')",0.01166999852284789
3257,EW,2018 q1,3510,0.4243818820875882,Mr. Christopher Pasquale,0.0882667264871081,male,Guggenheim Securities LLC,"('EW', '2018 q1')",0.0
3258,SYK,2018 q1,3510,0.5508163561881421,Mr. Christopher Pasquale,0.1210527238276871,male,Guggenheim Securities LLC,"('SYK', '2018 q1')",0.0
3259,ZBH,2018 q1,3510,0.5946092673214305,Mr. Christopher Pasquale,0.3987055279915027,male,Guggenheim Securities LLC,"('ZBH', '2018 q1')",0.012170380912721157
3260,ABT,2018 q1,3510,0.5120493584717193,"Mr. Jeffrey Loo, CFA",0.5750667928980558,male,CFRA Equity Research,"('ABT', '2018 q1')",0.0
3261,ANTM,2018 q1,3510,0.6153737240270023,"Mr. Jeffrey Loo, CFA",0.6035343917013427,male,CFRA Equity Research,"('ANTM', '2018 q1')",0.0
3262,BAX,2018 q1,3510,0.7058139473380369,"Mr. Jeffrey Loo, CFA",0.8060923425033586,male,CFRA Equity Research,"('BAX', '2018 q1')",0.0
3263,BDX,2018 q1,3510,0.6389417729254288,"Mr. Jeffrey Loo, CFA",0.757280597522199,male,CFRA Equity Research,"('BDX', '2018 q1')",0.0
3264,CERN,2018 q1,3510,0.4774003770211992,"Mr. Jeffrey Loo, CFA",0.678867199824013,male,CFRA Equity Research,"('CERN', '2018 q1')",0.01567114796489477
3265,CI,2018 q1,3510,0.5647101372923462,"Mr. Jeffrey Loo, CFA",0.5575184975099293,male,CFRA Equity Research,"('CI', '2018 q1')",0.0
3266,CNC,2018 q1,3510,0.6108965616555466,"Mr. Jeffrey Loo, CFA",0.5840856822802035,male,CFRA Equity Research,"('CNC', '2018 q1')",0.0
3267,EW,2018 q1,3510,0.4243818820875882,"Mr. Jeffrey Loo, CFA",0.5439040626204518,male,CFRA Equity Research,"('EW', '2018 q1')",0.0
3268,HCA,2018 q1,3510,0.4359035634231699,"Mr. Jeffrey Loo, CFA",0.5077075830700934,male,CFRA Equity Research,"('HCA', '2018 q1')",0.0
3269,HOLX,2018 q1,3510,0.6186235022063726,"Mr. Jeffrey Loo, CFA",0.715026821082222,male,CFRA Equity Research,"('HOLX', '2018 q1')",0.0
3270,HUM,2018 q1,3510,0.580720806695964,"Mr. Jeffrey Loo, CFA",0.5321076520060752,male,CFRA Equity Research,"('HUM', '2018 q1')",0.0
3271,ISRG,2018 q1,3510,0.6118973894276498,"Mr. Jeffrey Loo, CFA",0.5991902981296492,male,CFRA Equity Research,"('ISRG', '2018 q1')",0.0
3272,MDT,2018 q1,3510,0.3661058994988966,"Mr. Jeffrey Loo, CFA",0.4347614222267825,male,CFRA Equity Research,"('MDT', '2018 q1')",0.0
3273,SYK,2018 q1,3510,0.5508163561881421,"Mr. Jeffrey Loo, CFA",0.6727572899823878,male,CFRA Equity Research,"('SYK', '2018 q1')",0.0
3274,UNH,2018 q1,3510,0.6248387685992239,"Mr. Jeffrey Loo, CFA",0.5431337621844914,male,CFRA Equity Research,"('UNH', '2018 q1')",0.0
3275,VAR,2018 q1,3510,0.8117306961040772,"Mr. Jeffrey Loo, CFA",0.6806209136113641,male,CFRA Equity Research,"('VAR', '2018 q1')",0.0
3276,ZBH,2018 q1,3510,0.5946092673214305,"Mr. Jeffrey Loo, CFA",0.6393676061825216,male,CFRA Equity Research,"('ZBH', '2018 q1')",0.0
3277,ABT,2018 q1,3510,0.5120493584717193,Ms. Debbie S. Wang,0.5716462597853873,female,"Morningstar, Inc.","('ABT', '2018 q1')",0.0
3278,DGX,2018 q1,3510,0.566280670991899,Ms. Debbie S. Wang,0.6682255467544679,female,"Morningstar, Inc.","('DGX', '2018 q1')",0.0
3279,EW,2018 q1,3510,0.4243818820875882,Ms. Debbie S. Wang,0.5233011189168648,female,"Morningstar, Inc.","('EW', '2018 q1')",0.0
3280,HOLX,2018 q1,3510,0.6186235022063726,Ms. Debbie S. Wang,0.8406209398385371,female,"Morningstar, Inc.","('HOLX', '2018 q1')",0.0
3281,IDXX,2018 q1,3510,0.6940385094678865,Ms. Debbie S. Wang,0.6701135766678843,female,"Morningstar, Inc.","('IDXX', '2018 q1')",0.0
3282,LH,2018 q1,3510,0.7291332303759661,Ms. Debbie S. Wang,0.7446874828749898,female,"Morningstar, Inc.","('LH', '2018 q1')",0.0
3283,MDT,2018 q1,3510,0.3661058994988966,Ms. Debbie S. Wang,0.5634596512765458,female,"Morningstar, Inc.","('MDT', '2018 q1')",0.0
3284,SYK,2018 q1,3510,0.5508163561881421,Ms. Debbie S. Wang,0.7337597332130223,female,"Morningstar, Inc.","('SYK', '2018 q1')",0.0
3285,ZBH,2018 q1,3510,0.5946092673214305,Ms. Debbie S. Wang,0.6634086271640607,female,"Morningstar, Inc.","('ZBH', '2018 q1')",0.0
3286,ABT,2018 q1,3510,0.5120493584717193,Sean Lavin,0.2522120420570996,male,BTIG,"('ABT', '2018 q1')",0.0
3287,DXCM,2018 q1,3510,0.2966749497643058,Sean Lavin,0.2309138681949186,male,BTIG,"('DXCM', '2018 q1')",0.0
3288,EW,2018 q1,3510,0.4243818820875882,Sean Lavin,0.1461904209154821,male,BTIG,"('EW', '2018 q1')",0.0
3289,MDT,2018 q1,3510,0.3661058994988966,Sean Lavin,0.141883875450536,male,BTIG,"('MDT', '2018 q1')",0.0
3290,VAR,2018 q1,3510,0.8117306961040772,Sean Lavin,0.5859273208208312,male,BTIG,"('VAR', '2018 q1')",0.0
3291,ABT,2018 q1,3510,0.5120493584717193,Mr. Bob Hopkins,0.5929565652544329,male,BofA Global Research,"('ABT', '2018 q1')",0.0
3292,EW,2018 q1,3510,0.4243818820875882,Mr. Bob Hopkins,0.3808012560824742,male,BofA Global Research,"('EW', '2018 q1')",0.0
3293,ISRG,2018 q1,3510,0.6118973894276498,Mr. Bob Hopkins,0.7236692357559303,male,BofA Global Research,"('ISRG', '2018 q1')",0.048047784715890884
3294,SYK,2018 q1,3510,0.5508163561881421,Mr. Bob Hopkins,0.6669398242855835,male,BofA Global Research,"('SYK', '2018 q1')",0.03333333507180214
3295,ABT,2018 q1,3510,0.5120493584717193,Ms. Danielle J. Antalffy,0.0786901541095033,female,SVB Leerink,"('ABT', '2018 q1')",0.00768445385619998
3296,BAX,2018 q1,3510,0.7058139473380369,Ms. Danielle J. Antalffy,0.4040853244144765,female,SVB Leerink,"('BAX', '2018 q1')",0.0
3297,EW,2018 q1,3510,0.4243818820875882,Ms. Danielle J. Antalffy,0.1472905613695456,female,SVB Leerink,"('EW', '2018 q1')",0.0
3298,MDT,2018 q1,3510,0.3661058994988966,Ms. Danielle J. Antalffy,0.3181064874831331,female,SVB Leerink,"('MDT', '2018 q1')",0.0
3299,ABT,2018 q1,3510,0.5120493584717193,"Mr. Matthew C. Taylor, CFA",0.123789619943772,male,Barclays,"('ABT', '2018 q1')",0.0
3300,BAX,2018 q1,3510,0.7058139473380369,"Mr. Matthew C. Taylor, CFA",0.3213946555230973,male,Barclays,"('BAX', '2018 q1')",0.0
3301,DXCM,2018 q1,3510,0.2966749497643058,"Mr. Matthew C. Taylor, CFA",0.2493544185744489,male,Barclays,"('DXCM', '2018 q1')",0.0
3302,EW,2018 q1,3510,0.4243818820875882,"Mr. Matthew C. Taylor, CFA",0.0957356008276709,male,Barclays,"('EW', '2018 q1')",0.0
3303,ISRG,2018 q1,3510,0.6118973894276498,"Mr. Matthew C. Taylor, CFA",0.3854139798130379,male,Barclays,"('ISRG', '2018 q1')",0.0
3304,RMD,2018 q1,3510,0.585214498248462,"Mr. Matthew C. Taylor, CFA",0.2703338766107155,male,Barclays,"('RMD', '2018 q1')",0.0
3305,SYK,2018 q1,3510,0.5508163561881421,"Mr. Matthew C. Taylor, CFA",0.7065637444356015,male,Barclays,"('SYK', '2018 q1')",0.0
3306,ZBH,2018 q1,3510,0.5946092673214305,"Mr. Matthew C. Taylor, CFA",0.2730932155305292,male,Barclays,"('ZBH', '2018 q1')",0.0
3307,ABT,2018 q1,3510,0.5120493584717193,"Ms. Julie Utterback, CFA",0.3205690134618105,female,Morningstar Credit Research,"('ABT', '2018 q1')",0.05012012645602226
3308,ABT,2018 q1,3510,0.5120493584717193,"Ms. Kristen M. Stewart, CFA",0.4173058384455562,female,Deutsche Bank,"('ABT', '2018 q1')",0.0
3309,BAX,2018 q1,3510,0.7058139473380369,"Ms. Kristen M. Stewart, CFA",0.4600812507961937,female,Deutsche Bank,"('BAX', '2018 q1')",0.0
3310,BDX,2018 q1,3510,0.6389417729254288,"Ms. Kristen M. Stewart, CFA",0.3161026787642271,female,Deutsche Bank,"('BDX', '2018 q1')",0.0
3311,EW,2018 q1,3510,0.4243818820875882,"Ms. Kristen M. Stewart, CFA",0.9031341362124964,female,Deutsche Bank,"('EW', '2018 q1')",0.0
3312,SYK,2018 q1,3510,0.5508163561881421,"Ms. Kristen M. Stewart, CFA",0.9730187047402272,female,Deutsche Bank,"('SYK', '2018 q1')",0.0
3313,TFX,2018 q1,3510,0.5830325434855395,"Ms. Kristen M. Stewart, CFA",0.2720040022189424,female,Deutsche Bank,"('TFX', '2018 q1')",0.0
3314,ZBH,2018 q1,3510,0.5946092673214305,"Ms. Kristen M. Stewart, CFA",0.979635112884653,female,Deutsche Bank,"('ZBH', '2018 q1')",0.0
3315,ALGN,2018 q1,3510,0.4367253394432263,Mr. Matthew O. O'Brien,0.1632300557732128,male,Piper Sandler Companies,"('ALGN', '2018 q1')",0.02183135598897934
3316,ISRG,2018 q1,3510,0.6118973894276498,Mr. Matthew O. O'Brien,0.4679534831154356,male,Piper Sandler Companies,"('ISRG', '2018 q1')",0.0
3317,SYK,2018 q1,3510,0.5508163561881421,Mr. Matthew O. O'Brien,0.2793748312890198,male,Piper Sandler Companies,"('SYK', '2018 q1')",0.0
3318,ALGN,2018 q1,3510,0.4367253394432263,Mr. Keith Snyder,0.8297309664661482,male,CFRA Equity Research,"('ALGN', '2018 q1')",0.0
3319,COO,2018 q1,3510,0.3425624389679252,Mr. Keith Snyder,0.8023208399821081,male,CFRA Equity Research,"('COO', '2018 q1')",0.0
3320,DGX,2018 q1,3510,0.566280670991899,Mr. Keith Snyder,0.7809367455300071,male,CFRA Equity Research,"('DGX', '2018 q1')",0.0
3321,DVA,2018 q1,3510,0.4472891694928346,Mr. Keith Snyder,0.5363566365245682,male,CFRA Equity Research,"('DVA', '2018 q1')",0.0
3322,HSIC,2018 q1,3510,0.703166110458447,Mr. Keith Snyder,0.7468635625411574,male,CFRA Equity Research,"('HSIC', '2018 q1')",0.0
3323,IDXX,2018 q1,3510,0.6940385094678865,Mr. Keith Snyder,0.654595811159189,male,CFRA Equity Research,"('IDXX', '2018 q1')",0.0
3324,LH,2018 q1,3510,0.7291332303759661,Mr. Keith Snyder,0.7488318277908368,male,CFRA Equity Research,"('LH', '2018 q1')",0.0
3325,RMD,2018 q1,3510,0.585214498248462,Mr. Keith Snyder,0.7661978289029322,male,CFRA Equity Research,"('RMD', '2018 q1')",0.0
3326,TFX,2018 q1,3510,0.5830325434855395,Mr. Keith Snyder,0.6901778207274769,male,CFRA Equity Research,"('TFX', '2018 q1')",0.0
3327,XRAY,2018 q1,3510,0.7056598294666308,Mr. Keith Snyder,0.8094244334700501,male,CFRA Equity Research,"('XRAY', '2018 q1')",0.0
3328,ALGN,2018 q1,3510,0.4367253394432263,Mr. Steve Beuchaw,0.623583127360225,male,Morgan Stanley,"('ALGN', '2018 q1')",0.010000358335673809
3329,DHR,2018 q1,3510,0.7806587701457547,Mr. Steve Beuchaw,0.4355162127873285,male,Morgan Stanley,"('DHR', '2018 q1')",0.01017441414296627
3330,HSIC,2018 q1,3510,0.703166110458447,Mr. Steve Beuchaw,0.3604364781813911,male,Morgan Stanley,"('HSIC', '2018 q1')",0.0
3331,ALGN,2018 q1,3510,0.4367253394432263,Mr. Richard Newitter,0.1391058407201637,male,SVB Leerink,"('ALGN', '2018 q1')",0.0
3332,HOLX,2018 q1,3510,0.6186235022063726,Mr. Richard Newitter,0.2048539800875677,male,SVB Leerink,"('HOLX', '2018 q1')",0.0
3333,ISRG,2018 q1,3510,0.6118973894276498,Mr. Richard Newitter,0.1685907596478823,male,SVB Leerink,"('ISRG', '2018 q1')",0.0
3334,ALGN,2018 q1,3510,0.4367253394432263,"Edwin D. Snyder, Jr",0.2148060947867354,male,Northcoast Research,"('ALGN', '2018 q1')",0.017833180725574493
3335,IDXX,2018 q1,3510,0.6940385094678865,"Edwin D. Snyder, Jr",0.4030365170729043,male,Northcoast Research,"('IDXX', '2018 q1')",0.01770174875855446
3336,XRAY,2018 q1,3510,0.7056598294666308,"Edwin D. Snyder, Jr",0.3929428423223616,male,Northcoast Research,"('XRAY', '2018 q1')",0.0
3337,ALGN,2018 q1,3510,0.4367253394432263,"John C. Kreger, III",0.1739493198747252,male,William Blair & Company,"('ALGN', '2018 q1')",0.010358327999711037
3338,CAH,2018 q1,3510,0.7167311565107559,"John C. Kreger, III",0.3648167849758941,male,William Blair & Company,"('CAH', '2018 q1')",0.0
3339,HSIC,2018 q1,3510,0.703166110458447,"John C. Kreger, III",0.3099762288480831,male,William Blair & Company,"('HSIC', '2018 q1')",0.007683164750536283
3340,XRAY,2018 q1,3510,0.7056598294666308,"John C. Kreger, III",0.4286528681226311,male,William Blair & Company,"('XRAY', '2018 q1')",0.006705793552100658
3341,ANTM,2018 q1,3510,0.6153737240270023,Mr. Chris Rigg,0.9724060719009636,male,Deutsche Bank,"('ANTM', '2018 q1')",0.0
3342,CI,2018 q1,3510,0.5647101372923462,Mr. Chris Rigg,0.7960234154117429,male,Deutsche Bank,"('CI', '2018 q1')",0.0
3343,CNC,2018 q1,3510,0.6108965616555466,Mr. Chris Rigg,0.9803877640177208,male,Deutsche Bank,"('CNC', '2018 q1')",0.0
3344,HCA,2018 q1,3510,0.4359035634231699,Mr. Chris Rigg,0.9717366625158644,male,Deutsche Bank,"('HCA', '2018 q1')",0.0
3345,HUM,2018 q1,3510,0.580720806695964,Mr. Chris Rigg,0.9728154143729422,male,Deutsche Bank,"('HUM', '2018 q1')",0.0
3346,UNH,2018 q1,3510,0.6248387685992239,Mr. Chris Rigg,0.9198301008703244,male,Deutsche Bank,"('UNH', '2018 q1')",0.0
3347,ANTM,2018 q1,3510,0.6153737240270023,CFRA Research,0.6163341794559458,Not a person,CFRA Equity Research,"('ANTM', '2018 q1')",0.0
3348,CERN,2018 q1,3510,0.4774003770211992,CFRA Research,0.6694671641232699,Not a person,CFRA Equity Research,"('CERN', '2018 q1')",0.012481914833188057
3349,CI,2018 q1,3510,0.5647101372923462,CFRA Research,0.518409458063852,Not a person,CFRA Equity Research,"('CI', '2018 q1')",0.0
3350,CNC,2018 q1,3510,0.6108965616555466,CFRA Research,0.5444775556395494,Not a person,CFRA Equity Research,"('CNC', '2018 q1')",0.0
3351,HCA,2018 q1,3510,0.4359035634231699,CFRA Research,0.4828875928405846,Not a person,CFRA Equity Research,"('HCA', '2018 q1')",0.0
3352,HOLX,2018 q1,3510,0.6186235022063726,CFRA Research,0.69091815609829,Not a person,CFRA Equity Research,"('HOLX', '2018 q1')",0.0
3353,HUM,2018 q1,3510,0.580720806695964,CFRA Research,0.512295478504748,Not a person,CFRA Equity Research,"('HUM', '2018 q1')",0.0
3354,MDT,2018 q1,3510,0.3661058994988966,CFRA Research,0.4309828433186676,Not a person,CFRA Equity Research,"('MDT', '2018 q1')",0.0
3355,UHS,2018 q1,3510,0.7249280499680606,CFRA Research,0.7081360139356155,Not a person,CFRA Equity Research,"('UHS', '2018 q1')",0.0
3356,UNH,2018 q1,3510,0.6248387685992239,CFRA Research,0.5319469348014507,Not a person,CFRA Equity Research,"('UNH', '2018 q1')",0.0
3357,ZBH,2018 q1,3510,0.5946092673214305,CFRA Research,0.62597158891464,Not a person,CFRA Equity Research,"('ZBH', '2018 q1')",0.0
3358,ANTM,2018 q1,3510,0.6153737240270023,Mr. A.J. Rice,0.2857558117883873,male,Credit Suisse,"('ANTM', '2018 q1')",0.0
3359,CI,2018 q1,3510,0.5647101372923462,Mr. A.J. Rice,0.3241376570317256,male,Credit Suisse,"('CI', '2018 q1')",0.0
3360,CNC,2018 q1,3510,0.6108965616555466,Mr. A.J. Rice,0.3515566257441118,male,Credit Suisse,"('CNC', '2018 q1')",0.0
3361,DGX,2018 q1,3510,0.566280670991899,Mr. A.J. Rice,0.3105969047777328,male,Credit Suisse,"('DGX', '2018 q1')",0.0
3362,HCA,2018 q1,3510,0.4359035634231699,Mr. A.J. Rice,0.162793244089718,male,Credit Suisse,"('HCA', '2018 q1')",0.0
3363,HUM,2018 q1,3510,0.580720806695964,Mr. A.J. Rice,0.3580665783555714,male,Credit Suisse,"('HUM', '2018 q1')",0.018577707931399345
3364,UNH,2018 q1,3510,0.6248387685992239,Mr. A.J. Rice,0.3663646737821082,male,Credit Suisse,"('UNH', '2018 q1')",0.0
3365,ANTM,2018 q1,3510,0.6153737240270023,Ms. Sarah E. James,0.2622374332983148,female,Piper Sandler Companies,"('ANTM', '2018 q1')",0.0
3366,CI,2018 q1,3510,0.5647101372923462,Ms. Sarah E. James,0.2597203565953633,female,Piper Sandler Companies,"('CI', '2018 q1')",0.0
3367,HCA,2018 q1,3510,0.4359035634231699,Ms. Sarah E. James,0.1558552553041814,female,Piper Sandler Companies,"('HCA', '2018 q1')",0.0
3368,HUM,2018 q1,3510,0.580720806695964,Ms. Sarah E. James,0.2179953836105784,female,Piper Sandler Companies,"('HUM', '2018 q1')",0.0
3369,UNH,2018 q1,3510,0.6248387685992239,Ms. Sarah E. James,0.2729962483914029,female,Piper Sandler Companies,"('UNH', '2018 q1')",0.0
3370,ANTM,2018 q1,3510,0.6153737240270023,"Ms. Anagha A. Gupte, PHD",0.2677052483679547,female,SVB Leerink,"('ANTM', '2018 q1')",0.0
3371,CI,2018 q1,3510,0.5647101372923462,"Ms. Anagha A. Gupte, PHD",0.266621423570526,female,SVB Leerink,"('CI', '2018 q1')",0.0
3372,CNC,2018 q1,3510,0.6108965616555466,"Ms. Anagha A. Gupte, PHD",0.3935409100152859,female,SVB Leerink,"('CNC', '2018 q1')",0.0
3373,HCA,2018 q1,3510,0.4359035634231699,"Ms. Anagha A. Gupte, PHD",0.1813900111171092,female,SVB Leerink,"('HCA', '2018 q1')",0.0
3374,HUM,2018 q1,3510,0.580720806695964,"Ms. Anagha A. Gupte, PHD",0.4528509189352097,female,SVB Leerink,"('HUM', '2018 q1')",0.0
3375,UHS,2018 q1,3510,0.7249280499680606,"Ms. Anagha A. Gupte, PHD",0.5238775073172514,female,SVB Leerink,"('UHS', '2018 q1')",0.0
3376,UNH,2018 q1,3510,0.6248387685992239,"Ms. Anagha A. Gupte, PHD",0.3376615275761572,female,SVB Leerink,"('UNH', '2018 q1')",0.0
3377,ANTM,2018 q1,3510,0.6153737240270023,Mr. Zachary Sopcak,0.2169929653449924,male,Morgan Stanley,"('ANTM', '2018 q1')",0.0
3378,CI,2018 q1,3510,0.5647101372923462,Mr. Zachary Sopcak,0.3026642005210016,male,Morgan Stanley,"('CI', '2018 q1')",0.0
3379,ANTM,2018 q1,3510,0.6153737240270023,Justin Lake,0.4908731102789172,male,Wolfe Research,"('ANTM', '2018 q1')",0.0
3380,CI,2018 q1,3510,0.5647101372923462,Justin Lake,0.168344736130574,male,Wolfe Research,"('CI', '2018 q1')",0.0
3381,CNC,2018 q1,3510,0.6108965616555466,Justin Lake,0.3725758425137282,male,Wolfe Research,"('CNC', '2018 q1')",0.0
3382,DVA,2018 q1,3510,0.4472891694928346,Justin Lake,0.3225999890079713,male,Wolfe Research,"('DVA', '2018 q1')",0.022633368149399757
3383,HCA,2018 q1,3510,0.4359035634231699,Justin Lake,0.1589461235196324,male,Wolfe Research,"('HCA', '2018 q1')",0.0
3384,HUM,2018 q1,3510,0.580720806695964,Justin Lake,0.2785781798207114,male,Wolfe Research,"('HUM', '2018 q1')",0.0
3385,UNH,2018 q1,3510,0.6248387685992239,Justin Lake,0.4393666778960766,male,Wolfe Research,"('UNH', '2018 q1')",0.0
3386,ANTM,2018 q1,3510,0.6153737240270023,Christine M. Arnold,0.4257748938359378,female,Cowen and Company,"('ANTM', '2018 q1')",0.0
3387,CI,2018 q1,3510,0.5647101372923462,Christine M. Arnold,0.3456390920233355,female,Cowen and Company,"('CI', '2018 q1')",0.0
3388,HUM,2018 q1,3510,0.580720806695964,Christine M. Arnold,0.3753114302335679,female,Cowen and Company,"('HUM', '2018 q1')",0.0
3389,UNH,2018 q1,3510,0.6248387685992239,Christine M. Arnold,0.393013197811121,female,Cowen and Company,"('UNH', '2018 q1')",0.0
3390,ANTM,2018 q1,3510,0.6153737240270023,"Frank G. Morgan, CFA",0.1724160877172137,male,RBC Capital Markets,"('ANTM', '2018 q1')",0.0
3391,CI,2018 q1,3510,0.5647101372923462,"Frank G. Morgan, CFA",0.2024389595374538,male,RBC Capital Markets,"('CI', '2018 q1')",0.0
3392,DVA,2018 q1,3510,0.4472891694928346,"Frank G. Morgan, CFA",0.1982080725700311,male,RBC Capital Markets,"('DVA', '2018 q1')",0.0
3393,HCA,2018 q1,3510,0.4359035634231699,"Frank G. Morgan, CFA",0.1238484172706069,male,RBC Capital Markets,"('HCA', '2018 q1')",0.0
3394,HUM,2018 q1,3510,0.580720806695964,"Frank G. Morgan, CFA",0.1446165862017763,male,RBC Capital Markets,"('HUM', '2018 q1')",0.0
3395,UHS,2018 q1,3510,0.7249280499680606,"Frank G. Morgan, CFA",0.4509784620548282,male,RBC Capital Markets,"('UHS', '2018 q1')",0.0
3396,UNH,2018 q1,3510,0.6248387685992239,"Frank G. Morgan, CFA",0.1796828335446176,male,RBC Capital Markets,"('UNH', '2018 q1')",0.0
3397,ANTM,2018 q1,3510,0.6153737240270023,Michael Newshel,0.4520296038048425,male,EVERCORE ISI,"('ANTM', '2018 q1')",0.0
3398,CI,2018 q1,3510,0.5647101372923462,Michael Newshel,0.6372205989090319,male,EVERCORE ISI,"('CI', '2018 q1')",0.0
3399,HUM,2018 q1,3510,0.580720806695964,Michael Newshel,0.9118257525593724,male,EVERCORE ISI,"('HUM', '2018 q1')",0.0
3400,UNH,2018 q1,3510,0.6248387685992239,Michael Newshel,0.3045879195449716,male,EVERCORE ISI,"('UNH', '2018 q1')",0.0
3401,ANTM,2018 q1,3510,0.6153737240270023,Peter H. Costa,0.2216311389957766,male,"Wells Fargo Securities, LLC","('ANTM', '2018 q1')",0.0
3402,CI,2018 q1,3510,0.5647101372923462,Peter H. Costa,0.1092764302609358,male,"Wells Fargo Securities, LLC","('CI', '2018 q1')",0.0
3403,CNC,2018 q1,3510,0.6108965616555466,Peter H. Costa,0.3395781102480936,male,"Wells Fargo Securities, LLC","('CNC', '2018 q1')",0.0
3404,HCA,2018 q1,3510,0.4359035634231699,Peter H. Costa,0.1304122517906687,male,"Wells Fargo Securities, LLC","('HCA', '2018 q1')",0.01666666753590107
3405,HUM,2018 q1,3510,0.580720806695964,Peter H. Costa,0.1572916514515392,male,"Wells Fargo Securities, LLC","('HUM', '2018 q1')",0.01666666753590107
3406,UNH,2018 q1,3510,0.6248387685992239,Peter H. Costa,0.2933970407532955,male,"Wells Fargo Securities, LLC","('UNH', '2018 q1')",0.01666666753590107
3407,ANTM,2018 q1,3510,0.6153737240270023,"David H. Windley, CFA, CPA, CFA",0.6626449010984838,male,Jefferies,"('ANTM', '2018 q1')",0.0
3408,CI,2018 q1,3510,0.5647101372923462,"David H. Windley, CFA, CPA, CFA",0.2521341314165574,male,Jefferies,"('CI', '2018 q1')",0.0
3409,CNC,2018 q1,3510,0.6108965616555466,"David H. Windley, CFA, CPA, CFA",0.648354353609263,male,Jefferies,"('CNC', '2018 q1')",0.0
3410,UNH,2018 q1,3510,0.6248387685992239,"David H. Windley, CFA, CPA, CFA",0.5265288177598936,male,Jefferies,"('UNH', '2018 q1')",0.0
3411,ANTM,2018 q1,3510,0.6153737240270023,"Mr. Kevin M. Fischbeck, CFA",0.232812827777176,male,BofA Global Research,"('ANTM', '2018 q1')",0.0
3412,CI,2018 q1,3510,0.5647101372923462,"Mr. Kevin M. Fischbeck, CFA",0.2932841791039014,male,BofA Global Research,"('CI', '2018 q1')",0.027533745393157005
3413,CNC,2018 q1,3510,0.6108965616555466,"Mr. Kevin M. Fischbeck, CFA",0.2031604047729547,male,BofA Global Research,"('CNC', '2018 q1')",0.0
3414,DVA,2018 q1,3510,0.4472891694928346,"Mr. Kevin M. Fischbeck, CFA",0.3385475896523614,male,BofA Global Research,"('DVA', '2018 q1')",0.0
3415,HCA,2018 q1,3510,0.4359035634231699,"Mr. Kevin M. Fischbeck, CFA",0.1441333542090667,male,BofA Global Research,"('HCA', '2018 q1')",0.005387293640524149
3416,HUM,2018 q1,3510,0.580720806695964,"Mr. Kevin M. Fischbeck, CFA",0.2985172922621442,male,BofA Global Research,"('HUM', '2018 q1')",0.0
3417,BAX,2018 q1,3510,0.7058139473380369,Michael Waterhouse,0.7311137506161549,male,"Morningstar, Inc.","('BAX', '2018 q1')",0.0
3418,DHR,2018 q1,3510,0.7806587701457547,Michael Waterhouse,0.7980989919482634,male,"Morningstar, Inc.","('DHR', '2018 q1')",0.0
3419,DVA,2018 q1,3510,0.4472891694928346,Michael Waterhouse,0.5602162484876011,male,"Morningstar, Inc.","('DVA', '2018 q1')",0.0
3420,HCA,2018 q1,3510,0.4359035634231699,Michael Waterhouse,0.5501322160610954,male,"Morningstar, Inc.","('HCA', '2018 q1')",0.0
3421,BDX,2018 q1,3510,0.6389417729254288,"William R. Quirk, CFA",0.3797080146008571,male,Piper Sandler Companies,"('BDX', '2018 q1')",0.0
3422,DGX,2018 q1,3510,0.566280670991899,"William R. Quirk, CFA",0.3717003568822586,male,Piper Sandler Companies,"('DGX', '2018 q1')",0.011229372583329678
3423,HOLX,2018 q1,3510,0.6186235022063726,"William R. Quirk, CFA",0.3162951077872967,male,Piper Sandler Companies,"('HOLX', '2018 q1')",0.0
3424,IDXX,2018 q1,3510,0.6940385094678865,"William R. Quirk, CFA",0.395362865791632,male,Piper Sandler Companies,"('IDXX', '2018 q1')",0.010817229747772217
3425,BDX,2018 q1,3510,0.6389417729254288,Mr. Ravindra kulkarni,0.6382320649867467,male,Crispidea,"('BDX', '2018 q1')",0.0
3426,BDX,2018 q1,3510,0.6389417729254288,"Mr. Alex Morozov, CFA",0.7847492461842788,male,"Morningstar, Inc.","('BDX', '2018 q1')",0.0
3427,ISRG,2018 q1,3510,0.6118973894276498,"Mr. Alex Morozov, CFA",0.6296249227904884,male,"Morningstar, Inc.","('ISRG', '2018 q1')",0.0
3428,VAR,2018 q1,3510,0.8117306961040772,"Mr. Alex Morozov, CFA",0.8628908827465985,male,"Morningstar, Inc.","('VAR', '2018 q1')",0.00949525274336338
3429,BDX,2018 q1,3510,0.6389417729254288,Mr. Brandon Couillard,0.3588106470583856,male,Jefferies,"('BDX', '2018 q1')",0.0
3430,CAH,2018 q1,3510,0.7167311565107559,Mr. Glen J. Santangelo,0.9908120517437352,male,Deutsche Bank,"('CAH', '2018 q1')",0.0
3431,CVS,2018 q1,3510,0.5423450664248488,Mr. Glen J. Santangelo,0.9417220052103384,male,Deutsche Bank,"('CVS', '2018 q1')",0.0
3432,HSIC,2018 q1,3510,0.703166110458447,Mr. Glen J. Santangelo,0.9673479246678705,male,Deutsche Bank,"('HSIC', '2018 q1')",0.0
3433,XRAY,2018 q1,3510,0.7056598294666308,Mr. Glen J. Santangelo,0.9382812016545786,male,Deutsche Bank,"('XRAY', '2018 q1')",0.0
3434,CERN,2018 q1,3510,0.4774003770211992,Mr. Richard Close,0.2893238235296168,male,Canaccord Genuity,"('CERN', '2018 q1')",0.037509527057409286
3435,CERN,2018 q1,3510,0.4774003770211992,"Mr. Sandy Y. Draper, CFA",0.1878033944681457,male,SunTrust Robinson Humphrey Capital Markets,"('CERN', '2018 q1')",0.0
3436,CERN,2018 q1,3510,0.4774003770211992,Mr. Jeffrey R. Garro,0.2202589547749356,male,William Blair & Company,"('CERN', '2018 q1')",0.0
3437,CERN,2018 q1,3510,0.4774003770211992,Sean W. Wieland,0.2405362446086304,male,Piper Sandler Companies,"('CERN', '2018 q1')",0.0
3438,CERN,2018 q1,3510,0.4774003770211992,Mr. Stephen Turner,0.2393717877147647,male,Hilliard Lyons,"('CERN', '2018 q1')",0.02493106760084629
3439,CI,2018 q1,3510,0.5647101372923462,Ms. Shubhadha Mathad,0.5147456010729702,female,Crispidea,"('CI', '2018 q1')",0.0
3440,CI,2018 q1,3510,0.5647101372923462,Michael D. Wiederhorn,0.2914346127316239,male,"Oppenheimer & Co., Inc.","('CI', '2018 q1')",0.0
3441,CNC,2018 q1,3510,0.6108965616555466,Michael D. Wiederhorn,0.2237881923687318,male,"Oppenheimer & Co., Inc.","('CNC', '2018 q1')",0.01992388628423214
3442,HCA,2018 q1,3510,0.4359035634231699,Michael D. Wiederhorn,0.1835505394685934,male,"Oppenheimer & Co., Inc.","('HCA', '2018 q1')",0.0
3443,HUM,2018 q1,3510,0.580720806695964,Michael D. Wiederhorn,0.1685735101123142,male,"Oppenheimer & Co., Inc.","('HUM', '2018 q1')",0.02461712248623371
3444,UNH,2018 q1,3510,0.6248387685992239,Michael D. Wiederhorn,0.6301675730675941,male,"Oppenheimer & Co., Inc.","('UNH', '2018 q1')",0.03333333507180214
3445,COO,2018 q1,3510,0.3425624389679252,Mr. Dave Keiser,0.127818046662991,male,Northcoast Research,"('COO', '2018 q1')",0.018979360349476337
3446,STE,2018 q1,3510,0.1290308485566235,Mr. Dave Keiser,0.0737084294408321,male,Northcoast Research,"('STE', '2018 q1')",0.0
3447,SYK,2018 q1,3510,0.5508163561881421,Mr. Dave Keiser,0.1959027382915259,male,Northcoast Research,"('SYK', '2018 q1')",0.021428837440907955
3448,ZBH,2018 q1,3510,0.5946092673214305,Mr. Dave Keiser,0.2707065787193899,male,Northcoast Research,"('ZBH', '2018 q1')",0.009523927544554075
3449,COO,2018 q1,3510,0.3425624389679252,"Christopher C. Cooley, CFA",0.1962830809565941,male,Stephens Inc.,"('COO', '2018 q1')",0.0
3450,DXCM,2018 q1,3510,0.2966749497643058,"Christopher C. Cooley, CFA",0.5841763776247153,male,Stephens Inc.,"('DXCM', '2018 q1')",0.0
3451,STE,2018 q1,3510,0.1290308485566235,"Christopher C. Cooley, CFA",0.1261421656813,male,Stephens Inc.,"('STE', '2018 q1')",0.0
3452,TFX,2018 q1,3510,0.5830325434855395,"Christopher C. Cooley, CFA",0.4570900562498363,male,Stephens Inc.,"('TFX', '2018 q1')",0.0
3453,XRAY,2018 q1,3510,0.7056598294666308,"Christopher C. Cooley, CFA",0.5143736494141594,male,Stephens Inc.,"('XRAY', '2018 q1')",0.0
3454,COO,2018 q1,3510,0.3425624389679252,Steven M. Lichtman,0.1382041811148918,male,"Oppenheimer & Co., Inc.","('COO', '2018 q1')",0.021469425410032272
3455,DXCM,2018 q1,3510,0.2966749497643058,Steven M. Lichtman,0.1558569063751202,male,"Oppenheimer & Co., Inc.","('DXCM', '2018 q1')",0.0
3456,MDT,2018 q1,3510,0.3661058994988966,Steven M. Lichtman,0.0741680713384084,male,"Oppenheimer & Co., Inc.","('MDT', '2018 q1')",0.0
3457,SYK,2018 q1,3510,0.5508163561881421,Steven M. Lichtman,0.1436745407535338,male,"Oppenheimer & Co., Inc.","('SYK', '2018 q1')",0.0
3458,CVS,2018 q1,3510,0.5423450664248488,Scott A. Mushkin,0.1432943110151523,male,Wolfe Research,"('CVS', '2018 q1')",0.0
3459,CVS,2018 q1,3510,0.5423450664248488,David S. MacDonald,0.1714392320812508,male,SunTrust Robinson Humphrey Capital Markets,"('CVS', '2018 q1')",0.0
3460,DGX,2018 q1,3510,0.566280670991899,David S. MacDonald,0.2271129580305066,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2018 q1')",0.0
3461,DVA,2018 q1,3510,0.4472891694928346,David S. MacDonald,0.214071465636184,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2018 q1')",0.0
3462,HCA,2018 q1,3510,0.4359035634231699,David S. MacDonald,0.077666860396953,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2018 q1')",0.023856796324253082
3463,CVS,2018 q1,3510,0.5423450664248488,Mr. John E. Heinbockel,0.2172761175509088,male,Guggenheim Securities LLC,"('CVS', '2018 q1')",0.0
3464,DGX,2018 q1,3510,0.566280670991899,Mr. Mark A. Massaro,0.1692472572165387,male,Canaccord Genuity,"('DGX', '2018 q1')",0.0152943916618824
3465,HOLX,2018 q1,3510,0.6186235022063726,Mr. Mark A. Massaro,0.2873802979968845,male,Canaccord Genuity,"('HOLX', '2018 q1')",0.015423376113176346
3466,IDXX,2018 q1,3510,0.6940385094678865,Mr. Mark A. Massaro,0.3829152869699588,male,Canaccord Genuity,"('IDXX', '2018 q1')",0.0
3467,LH,2018 q1,3510,0.7291332303759661,Mr. Mark A. Massaro,0.4454836922100377,male,Canaccord Genuity,"('LH', '2018 q1')",0.0
3468,DGX,2018 q1,3510,0.566280670991899,Ms. Sara Wojda,0.2587883369083354,female,Gabelli & Company,"('DGX', '2018 q1')",0.0
3469,HOLX,2018 q1,3510,0.6186235022063726,Ms. Sara Wojda,0.2273584747769434,female,Gabelli & Company,"('HOLX', '2018 q1')",0.0
3470,DGX,2018 q1,3510,0.566280670991899,Ms. Ricky R. Goldwasser,0.519024246869421,female,Morgan Stanley,"('DGX', '2018 q1')",0.0
3471,DGX,2018 q1,3510,0.566280670991899,Kevin Ellich,0.433392899939802,male,Craig Hallum,"('DGX', '2018 q1')",0.0
3472,HSIC,2018 q1,3510,0.703166110458447,Kevin Ellich,0.3098445918068519,male,Craig Hallum,"('HSIC', '2018 q1')",0.0
3473,LH,2018 q1,3510,0.7291332303759661,Kevin Ellich,0.4094815613558698,male,Craig Hallum,"('LH', '2018 q1')",0.0
3474,DHR,2018 q1,3510,0.7806587701457547,Credit Suisse Global Product Marketing,0.6049974035839915,Not a person,Credit Suisse,"('DHR', '2018 q1')",0.0
3475,DHR,2018 q1,3510,0.7806587701457547,Mr. James A. Corridore,0.8372777457212638,male,CFRA Equity Research,"('DHR', '2018 q1')",0.010764870792627335
3476,DHR,2018 q1,3510,0.7806587701457547,"Mr. Deane Dray, CFA",0.3616569588036546,male,RBC Capital Markets,"('DHR', '2018 q1')",0.014879375696182251
3477,DHR,2018 q1,3510,0.7806587701457547,Mita Mehta,0.7497907378261066,female,Crispidea,"('DHR', '2018 q1')",0.14263175800442696
3478,DHR,2018 q1,3510,0.7806587701457547,Mr. Douglas A. Schenkel,0.7775825553464301,male,Cowen and Company,"('DHR', '2018 q1')",0.0
3479,DXCM,2018 q1,3510,0.2966749497643058,Mr. Douglas A. Schenkel,0.1359333844199702,male,Cowen and Company,"('DXCM', '2018 q1')",0.0
3480,HOLX,2018 q1,3510,0.6186235022063726,Mr. Douglas A. Schenkel,0.4039582384181667,male,Cowen and Company,"('HOLX', '2018 q1')",0.0
3481,DXCM,2018 q1,3510,0.2966749497643058,J.P. McKim,0.1426813637681915,male,Piper Sandler Companies,"('DXCM', '2018 q1')",0.0
3482,DXCM,2018 q1,3510,0.2966749497643058,"Mr. Suraj Kalia, CFA",0.1356543770339845,male,Northland Securities,"('DXCM', '2018 q1')",0.0
3483,EW,2018 q1,3510,0.4243818820875882,"Mr. Suraj Kalia, CFA",0.1071591480518474,male,Northland Securities,"('EW', '2018 q1')",0.0
3484,ISRG,2018 q1,3510,0.6118973894276498,"Mr. Suraj Kalia, CFA",0.3899001070613323,male,Northland Securities,"('ISRG', '2018 q1')",0.0
3485,RMD,2018 q1,3510,0.585214498248462,"Mr. Suraj Kalia, CFA",0.409566490501038,male,Northland Securities,"('RMD', '2018 q1')",0.0
3486,DXCM,2018 q1,3510,0.2966749497643058,Mr. Kyle W. Rose,0.1209580924140589,male,Canaccord Genuity,"('DXCM', '2018 q1')",0.04250923916697502
3487,SYK,2018 q1,3510,0.5508163561881421,Mr. Kyle W. Rose,0.1718293324340049,male,Canaccord Genuity,"('SYK', '2018 q1')",0.018739648163318634
3488,ZBH,2018 q1,3510,0.5946092673214305,Mr. Kyle W. Rose,0.2792844586457768,male,Canaccord Genuity,"('ZBH', '2018 q1')",0.0
3489,EW,2018 q1,3510,0.4243818820875882,Mr. Bruce Nudell,0.1279766323909475,male,SunTrust Robinson Humphrey Capital Markets,"('EW', '2018 q1')",0.011952620930969715
3490,MDT,2018 q1,3510,0.3661058994988966,Mr. Bruce Nudell,0.3610214377789169,male,SunTrust Robinson Humphrey Capital Markets,"('MDT', '2018 q1')",0.0
3491,SYK,2018 q1,3510,0.5508163561881421,Mr. Bruce Nudell,0.2916033480326992,male,SunTrust Robinson Humphrey Capital Markets,"('SYK', '2018 q1')",0.0
3492,ZBH,2018 q1,3510,0.5946092673214305,Mr. Bruce Nudell,0.2167563156728415,male,SunTrust Robinson Humphrey Capital Markets,"('ZBH', '2018 q1')",0.0
3493,EW,2018 q1,3510,0.4243818820875882,Mr. Jason R. Mills,0.0523601701051842,male,Canaccord Genuity,"('EW', '2018 q1')",0.0
3494,ISRG,2018 q1,3510,0.6118973894276498,Mr. Jason R. Mills,0.2483763351386018,male,Canaccord Genuity,"('ISRG', '2018 q1')",0.0
3495,EW,2018 q1,3510,0.4243818820875882,Mr. Ed Ridley-Day,0.1035160499609431,male,Redburn (Europe) Limited,"('EW', '2018 q1')",0.0
3496,EW,2018 q1,3510,0.4243818820875882,Mr. John Gillings,0.1090080329692369,male,JMP Securities,"('EW', '2018 q1')",0.0
3497,EW,2018 q1,3510,0.4243818820875882,Mr. Raj S. Denhoy,0.0421375328902437,male,Jefferies,"('EW', '2018 q1')",0.0
3498,SYK,2018 q1,3510,0.5508163561881421,Mr. Raj S. Denhoy,0.1120301579438139,male,Jefferies,"('SYK', '2018 q1')",0.0
3499,HCA,2018 q1,3510,0.4359035634231699,"Joseph D. France, CFA",0.1048738343404652,male,Cantor Fitzgerald,"('HCA', '2018 q1')",0.0
3500,HCA,2018 q1,3510,0.4359035634231699,"Mr. Ryan S. Daniels, CFA",0.1403840695591583,male,William Blair & Company,"('HCA', '2018 q1')",0.0
3501,HOLX,2018 q1,3510,0.6186235022063726,"Mr. Jack Meehan, CFA",0.3506925161186791,male,Barclays,"('HOLX', '2018 q1')",0.0017048399895429611
3502,LH,2018 q1,3510,0.7291332303759661,"Mr. Jack Meehan, CFA",0.5547433937679531,male,Barclays,"('LH', '2018 q1')",0.0
3503,HOLX,2018 q1,3510,0.6186235022063726,Mr. Dan Leonard,0.3634869751520805,male,Deutsche Bank,"('HOLX', '2018 q1')",0.009379835799336433
3504,HOLX,2018 q1,3510,0.6186235022063726,"Brian D. Weinstein, CFA",0.2504043779358719,male,William Blair & Company,"('HOLX', '2018 q1')",0.0
3505,TFX,2018 q1,3510,0.5830325434855395,"Brian D. Weinstein, CFA",0.3654428618888631,male,William Blair & Company,"('TFX', '2018 q1')",0.0
3506,HOLX,2018 q1,3510,0.6186235022063726,Derik De Bruin,0.7251260688351211,male,BofA Global Research,"('HOLX', '2018 q1')",0.02552404875556628
3507,IDXX,2018 q1,3510,0.6940385094678865,Derik De Bruin,0.6067651508172891,male,BofA Global Research,"('IDXX', '2018 q1')",0.03333333507180214
3508,HSIC,2018 q1,3510,0.703166110458447,Mr. Kevin Kedra,0.5775302184009593,male,Gabelli & Company,"('HSIC', '2018 q1')",0.03333333507180214
3509,IDXX,2018 q1,3510,0.6940385094678865,David M. Westenberg,0.55607711514814,male,C.L. King & Associates,"('IDXX', '2018 q1')",0.011251921765506268
3510,ISRG,2018 q1,3510,0.6118973894276498,"Mr. Brandon Henry, CFA",0.2425059406360123,male,RBC Capital Markets,"('ISRG', '2018 q1')",0.0
3511,VAR,2018 q1,3510,0.8117306961040772,"Mr. Brandon Henry, CFA",0.4339371850131481,male,RBC Capital Markets,"('VAR', '2018 q1')",0.0
3512,MDT,2018 q1,3510,0.3661058994988966,Joanne K. Wuensch,0.0943501501281387,female,BMO Capital Markets,"('MDT', '2018 q1')",0.0
3513,MDT,2018 q1,3510,0.3661058994988966,Ms. Kaila P. Krum,0.1339754240228108,female,William Blair & Company,"('MDT', '2018 q1')",0.0
3514,RMD,2018 q1,3510,0.585214498248462,Mr. Sean M. Laaman,0.5685388341101155,male,Morgan Stanley,"('RMD', '2018 q1')",0.013063148129731417
3515,RMD,2018 q1,3510,0.585214498248462,"Mr. Chris Kallos, CFA",0.6960707524619588,male,"Morningstar, Inc.","('RMD', '2018 q1')",0.0
3516,RMD,2018 q1,3510,0.585214498248462,Ms. Gretel Janu,0.3334620800929374,female,Credit Suisse,"('RMD', '2018 q1')",0.0
3517,STE,2018 q1,3510,0.1290308485566235,"Elliott L. Schlang, CFA",0.1569008447898979,male,Great Lakes/Wellington Shields,"('STE', '2018 q1')",0.0
3518,XRAY,2018 q1,3510,0.7056598294666308,"Elliott L. Schlang, CFA",0.3844857222819126,male,Great Lakes/Wellington Shields,"('XRAY', '2018 q1')",0.0
3519,SYK,2018 q1,3510,0.5508163561881421,"Joshua T. Jennings, MD",0.1240467085205351,male,Cowen and Company,"('SYK', '2018 q1')",0.0
3520,TFX,2018 q1,3510,0.5830325434855395,Jake Strole,0.8837259918943235,male,"Morningstar, Inc.","('TFX', '2018 q1')",0.0
3521,TFX,2018 q1,3510,0.5830325434855395,Mr. David Turkaly,0.2477274005668787,male,JMP Securities,"('TFX', '2018 q1')",0.0
3522,VAR,2018 q1,3510,0.8117306961040772,"Anthony C. Petrone, CFA, CFA",0.7882672907722837,male,Jefferies,"('VAR', '2018 q1')",0.0
3523,VAR,2018 q1,3510,0.8117306961040772,Danny Yang,0.6799780092959369,male,CFRA Equity Research,"('VAR', '2018 q1')",0.0
3524,VAR,2018 q1,3510,0.8117306961040772,"Mr. Michael J. Petusky, CFA",0.6833473366403331,male,Barrington Research Associates,"('VAR', '2018 q1')",0.0
3525,XRAY,2018 q1,3510,0.7056598294666308,"Mr. Michael J. Petusky, CFA",0.6156311605807625,male,Barrington Research Associates,"('XRAY', '2018 q1')",0.0
3526,XRAY,2018 q1,3510,0.7056598294666308,"Mr. Raghuram Selvaraju, PHD",0.3444224730029805,male,"H.C. Wainwright & Co., LLC","('XRAY', '2018 q1')",0.016653234139084816
3527,ABC,2018 q2,3510,0.564023432558123,Mr. Glen J. Santangelo,0.3211089925479338,male,Deutsche Bank,"('ABC', '2018 q2')",0.0
3528,ALGN,2018 q2,3510,0.5105391887903814,Mr. Glen J. Santangelo,0.9861667750723944,male,Deutsche Bank,"('ALGN', '2018 q2')",0.0
3529,CAH,2018 q2,3510,0.6775056898277978,Mr. Glen J. Santangelo,0.9618073910245288,male,Deutsche Bank,"('CAH', '2018 q2')",0.0
3530,CVS,2018 q2,3510,0.5435122790726586,Mr. Glen J. Santangelo,0.8333281099125707,male,Deutsche Bank,"('CVS', '2018 q2')",0.0
3531,HSIC,2018 q2,3510,0.695109417635543,Mr. Glen J. Santangelo,0.8444883592375132,male,Deutsche Bank,"('HSIC', '2018 q2')",0.0
3532,XRAY,2018 q2,3510,0.7347712759680015,Mr. Glen J. Santangelo,0.9586387094955156,male,Deutsche Bank,"('XRAY', '2018 q2')",0.0
3533,ABC,2018 q2,3510,0.564023432558123,Mr. Charles Rhyee,0.1853096660851071,male,Cowen and Company,"('ABC', '2018 q2')",0.0
3534,CERN,2018 q2,3510,0.5891643042157942,Mr. Charles Rhyee,0.3369620890480106,male,Cowen and Company,"('CERN', '2018 q2')",0.0
3535,ABC,2018 q2,3510,0.564023432558123,George Hill,0.3609304485438889,male,RBC Capital Markets,"('ABC', '2018 q2')",0.0
3536,CAH,2018 q2,3510,0.6775056898277978,George Hill,0.4116754676593371,male,RBC Capital Markets,"('CAH', '2018 q2')",0.010254682352145513
3537,CERN,2018 q2,3510,0.5891643042157942,George Hill,0.3733497460689728,male,RBC Capital Markets,"('CERN', '2018 q2')",0.0
3538,CVS,2018 q2,3510,0.5435122790726586,George Hill,0.2238965862091659,male,RBC Capital Markets,"('CVS', '2018 q2')",0.015926997798184555
3539,HSIC,2018 q2,3510,0.695109417635543,George Hill,0.2997817481337548,male,RBC Capital Markets,"('HSIC', '2018 q2')",0.0
3540,ABC,2018 q2,3510,0.564023432558123,"Mr. David M. Larsen, CFA",0.2139275786839852,male,SVB Leerink,"('ABC', '2018 q2')",0.015274113975465298
3541,CAH,2018 q2,3510,0.6775056898277978,"Mr. David M. Larsen, CFA",0.2209662909207171,male,SVB Leerink,"('CAH', '2018 q2')",0.013332968577742577
3542,CERN,2018 q2,3510,0.5891643042157942,"Mr. David M. Larsen, CFA",0.2397909696138931,male,SVB Leerink,"('CERN', '2018 q2')",0.0
3543,CVS,2018 q2,3510,0.5435122790726586,"Mr. David M. Larsen, CFA",0.2438402245857107,male,SVB Leerink,"('CVS', '2018 q2')",0.0
3544,HSIC,2018 q2,3510,0.695109417635543,"Mr. David M. Larsen, CFA",0.2775702397865202,male,SVB Leerink,"('HSIC', '2018 q2')",0.01518429908901453
3545,MCK,2018 q2,3510,0.0,"Mr. David M. Larsen, CFA",,male,SVB Leerink,"('MCK', '2018 q2')",0.0
3546,ABC,2018 q2,3510,0.564023432558123,Ms. Erin E. Wright,0.5394344669126984,female,Credit Suisse,"('ABC', '2018 q2')",0.0
3547,ALGN,2018 q2,3510,0.5105391887903814,Ms. Erin E. Wright,0.1703986767142313,female,Credit Suisse,"('ALGN', '2018 q2')",0.0
3548,CAH,2018 q2,3510,0.6775056898277978,Ms. Erin E. Wright,0.4099158452954205,female,Credit Suisse,"('CAH', '2018 q2')",0.015691377222537994
3549,DHR,2018 q2,3510,0.6945466881006691,Ms. Erin E. Wright,0.4425534297153617,female,Credit Suisse,"('DHR', '2018 q2')",0.0
3550,HSIC,2018 q2,3510,0.695109417635543,Ms. Erin E. Wright,0.3216963114531148,female,Credit Suisse,"('HSIC', '2018 q2')",0.011852868366986513
3551,IDXX,2018 q2,3510,0.6095147838724675,Ms. Erin E. Wright,0.4164646118187652,female,Credit Suisse,"('IDXX', '2018 q2')",0.004849640186876059
3552,ABC,2018 q2,3510,0.564023432558123,Mr. Michael A. Cherny,0.2084748021406598,male,BofA Global Research,"('ABC', '2018 q2')",0.0
3553,CAH,2018 q2,3510,0.6775056898277978,Mr. Michael A. Cherny,0.2349432321919887,male,BofA Global Research,"('CAH', '2018 q2')",0.0
3554,CERN,2018 q2,3510,0.5891643042157942,Mr. Michael A. Cherny,0.4821101984048088,male,BofA Global Research,"('CERN', '2018 q2')",0.01666666753590107
3555,CVS,2018 q2,3510,0.5435122790726586,Mr. Michael A. Cherny,0.6390982379118836,male,BofA Global Research,"('CVS', '2018 q2')",0.03333333507180214
3556,HSIC,2018 q2,3510,0.695109417635543,Mr. Michael A. Cherny,0.2631362479126785,male,BofA Global Research,"('HSIC', '2018 q2')",0.01666666753590107
3557,ABC,2018 q2,3510,0.564023432558123,Mr. Brian Tanquilut,0.204871334143372,male,Jefferies,"('ABC', '2018 q2')",0.0
3558,CAH,2018 q2,3510,0.6775056898277978,Mr. Brian Tanquilut,0.210719428509099,male,Jefferies,"('CAH', '2018 q2')",0.0
3559,DGX,2018 q2,3510,0.6293540846255753,Mr. Brian Tanquilut,0.2601098089356894,male,Jefferies,"('DGX', '2018 q2')",0.0
3560,ABC,2018 q2,3510,0.564023432558123,Joseph Agnese,0.6788261076643086,male,CFRA Equity Research,"('ABC', '2018 q2')",0.0
3561,CAH,2018 q2,3510,0.6775056898277978,Joseph Agnese,0.7468147533326434,male,CFRA Equity Research,"('CAH', '2018 q2')",0.0
3562,CVS,2018 q2,3510,0.5435122790726586,Joseph Agnese,0.4782042217435451,male,CFRA Equity Research,"('CVS', '2018 q2')",0.0
3563,ABC,2018 q2,3510,0.564023432558123,Mr. Nicholas P. Keher,0.6571804349707862,male,RBC Capital Markets,"('ABC', '2018 q2')",0.0
3564,ABC,2018 q2,3510,0.564023432558123,Mr. Steve Valiquette,0.5247761912555211,male,Barclays,"('ABC', '2018 q2')",0.0
3565,ALGN,2018 q2,3510,0.5105391887903814,Mr. Steve Valiquette,0.1718114228327708,male,Barclays,"('ALGN', '2018 q2')",0.0
3566,ANTM,2018 q2,3510,0.5216128883500325,Mr. Steve Valiquette,0.1511562746646089,male,Barclays,"('ANTM', '2018 q2')",0.0
3567,CAH,2018 q2,3510,0.6775056898277978,Mr. Steve Valiquette,0.5296532737294499,male,Barclays,"('CAH', '2018 q2')",0.0
3568,CI,2018 q2,3510,0.5538726101725331,Mr. Steve Valiquette,0.3312684106462934,male,Barclays,"('CI', '2018 q2')",0.0
3569,HSIC,2018 q2,3510,0.695109417635543,Mr. Steve Valiquette,0.2889583835736004,male,Barclays,"('HSIC', '2018 q2')",0.0
3570,UNH,2018 q2,3510,0.6107187432013692,Mr. Steve Valiquette,0.5204281010283842,male,Barclays,"('UNH', '2018 q2')",0.0
3571,ABC,2018 q2,3510,0.564023432558123,Mr. Vishnu Lekraj,0.6582985512240963,male,"Morningstar, Inc.","('ABC', '2018 q2')",0.0
3572,ANTM,2018 q2,3510,0.5216128883500325,Mr. Vishnu Lekraj,0.5624661158875499,male,"Morningstar, Inc.","('ANTM', '2018 q2')",0.0
3573,CAH,2018 q2,3510,0.6775056898277978,Mr. Vishnu Lekraj,0.6915696888254195,male,"Morningstar, Inc.","('CAH', '2018 q2')",0.0
3574,CI,2018 q2,3510,0.5538726101725331,Mr. Vishnu Lekraj,0.6337138854076704,male,"Morningstar, Inc.","('CI', '2018 q2')",0.0
3575,CVS,2018 q2,3510,0.5435122790726586,Mr. Vishnu Lekraj,0.5041228712355161,male,"Morningstar, Inc.","('CVS', '2018 q2')",0.0
3576,HSIC,2018 q2,3510,0.695109417635543,Mr. Vishnu Lekraj,0.7133242319492992,male,"Morningstar, Inc.","('HSIC', '2018 q2')",0.0
3577,HUM,2018 q2,3510,0.5453360726052552,Mr. Vishnu Lekraj,0.7200975632092657,male,"Morningstar, Inc.","('HUM', '2018 q2')",0.0
3578,ABT,2018 q2,3510,0.510347506488253,Lawrence H. Biegelsen,0.2862578581637208,male,"Wells Fargo Securities, LLC","('ABT', '2018 q2')",0.0
3579,BAX,2018 q2,3510,0.6344738737196842,Lawrence H. Biegelsen,0.2268544926310919,male,"Wells Fargo Securities, LLC","('BAX', '2018 q2')",0.01824093113342921
3580,BDX,2018 q2,3510,0.7391171758574469,Lawrence H. Biegelsen,0.4243205667126689,male,"Wells Fargo Securities, LLC","('BDX', '2018 q2')",0.0
3581,COO,2018 q2,3510,0.6093513361761599,Lawrence H. Biegelsen,0.2892186549448662,male,"Wells Fargo Securities, LLC","('COO', '2018 q2')",0.0
3582,EW,2018 q2,3510,0.5283012123296147,Lawrence H. Biegelsen,0.1362460777191975,male,"Wells Fargo Securities, LLC","('EW', '2018 q2')",0.0
3583,ISRG,2018 q2,3510,0.4568105412410055,Lawrence H. Biegelsen,0.1662499725907975,male,"Wells Fargo Securities, LLC","('ISRG', '2018 q2')",0.0
3584,MDT,2018 q2,3510,0.389712444835538,Lawrence H. Biegelsen,0.0964484433983944,male,"Wells Fargo Securities, LLC","('MDT', '2018 q2')",0.0
3585,SYK,2018 q2,3510,0.4816287611793015,Lawrence H. Biegelsen,0.103173500451052,male,"Wells Fargo Securities, LLC","('SYK', '2018 q2')",0.0
3586,ZBH,2018 q2,3510,0.5976786610333773,Lawrence H. Biegelsen,0.2173717326009786,male,"Wells Fargo Securities, LLC","('ZBH', '2018 q2')",0.0
3587,ABT,2018 q2,3510,0.510347506488253,Mr. Raj S. Denhoy,0.1914478268607072,male,Jefferies,"('ABT', '2018 q2')",0.0
3588,DXCM,2018 q2,3510,0.408377955033001,Mr. Raj S. Denhoy,0.2271514004736848,male,Jefferies,"('DXCM', '2018 q2')",0.0
3589,SYK,2018 q2,3510,0.4816287611793015,Mr. Raj S. Denhoy,0.5802904062369981,male,Jefferies,"('SYK', '2018 q2')",0.0
3590,ABT,2018 q2,3510,0.510347506488253,Ms. Margaret Kaczor,0.1745556875202258,female,William Blair & Company,"('ABT', '2018 q2')",0.0
3591,BAX,2018 q2,3510,0.6344738737196842,Ms. Margaret Kaczor,0.2546666515738625,female,William Blair & Company,"('BAX', '2018 q2')",0.0
3592,DXCM,2018 q2,3510,0.408377955033001,Ms. Margaret Kaczor,0.123425222734436,female,William Blair & Company,"('DXCM', '2018 q2')",0.0
3593,RMD,2018 q2,3510,0.6354059996672655,Ms. Margaret Kaczor,0.4997986856444579,female,William Blair & Company,"('RMD', '2018 q2')",0.014564006589353085
3594,ABT,2018 q2,3510,0.510347506488253,"Joshua T. Jennings, MD",0.1740845488083522,male,Cowen and Company,"('ABT', '2018 q2')",0.0
3595,BAX,2018 q2,3510,0.6344738737196842,"Joshua T. Jennings, MD",0.2364641057998852,male,Cowen and Company,"('BAX', '2018 q2')",0.0
3596,MDT,2018 q2,3510,0.389712444835538,"Joshua T. Jennings, MD",0.0478264136253006,male,Cowen and Company,"('MDT', '2018 q2')",0.011621562764048576
3597,SYK,2018 q2,3510,0.4816287611793015,"Joshua T. Jennings, MD",0.0779006649284763,male,Cowen and Company,"('SYK', '2018 q2')",0.0
3598,ABT,2018 q2,3510,0.510347506488253,Ms. Danielle J. Antalffy,0.1754586653902439,female,SVB Leerink,"('ABT', '2018 q2')",0.0
3599,BAX,2018 q2,3510,0.6344738737196842,Ms. Danielle J. Antalffy,0.2899255341370015,female,SVB Leerink,"('BAX', '2018 q2')",0.0
3600,DXCM,2018 q2,3510,0.408377955033001,Ms. Danielle J. Antalffy,0.1408888530563933,female,SVB Leerink,"('DXCM', '2018 q2')",0.0
3601,EW,2018 q2,3510,0.5283012123296147,Ms. Danielle J. Antalffy,0.2950154341807841,female,SVB Leerink,"('EW', '2018 q2')",0.0
3602,ABT,2018 q2,3510,0.510347506488253,Mr. Bob Hopkins,0.29230291622011,male,BofA Global Research,"('ABT', '2018 q2')",0.0
3603,BAX,2018 q2,3510,0.6344738737196842,Mr. Bob Hopkins,0.4216209438593988,male,BofA Global Research,"('BAX', '2018 q2')",0.0
3604,EW,2018 q2,3510,0.5283012123296147,Mr. Bob Hopkins,0.6629903742143923,male,BofA Global Research,"('EW', '2018 q2')",0.03333333507180214
3605,ISRG,2018 q2,3510,0.4568105412410055,Mr. Bob Hopkins,0.6898770286531881,male,BofA Global Research,"('ISRG', '2018 q2')",0.03333333507180214
3606,SYK,2018 q2,3510,0.4816287611793015,Mr. Bob Hopkins,0.1979622444449699,male,BofA Global Research,"('SYK', '2018 q2')",0.0
3607,ZBH,2018 q2,3510,0.5976786610333773,Mr. Bob Hopkins,0.6127864662208421,male,BofA Global Research,"('ZBH', '2018 q2')",0.0
3608,ABT,2018 q2,3510,0.510347506488253,CFRA Research,0.4760328741804163,Not a person,CFRA Equity Research,"('ABT', '2018 q2')",0.0
3609,ANTM,2018 q2,3510,0.5216128883500325,CFRA Research,0.563872175271462,Not a person,CFRA Equity Research,"('ANTM', '2018 q2')",0.0
3610,BAX,2018 q2,3510,0.6344738737196842,CFRA Research,0.6509850812400437,Not a person,CFRA Equity Research,"('BAX', '2018 q2')",0.0
3611,BDX,2018 q2,3510,0.7391171758574469,CFRA Research,0.6383922552787153,Not a person,CFRA Equity Research,"('BDX', '2018 q2')",0.0
3612,CERN,2018 q2,3510,0.5891643042157942,CFRA Research,0.6501316597596336,Not a person,CFRA Equity Research,"('CERN', '2018 q2')",0.02137221520145734
3613,CI,2018 q2,3510,0.5538726101725331,CFRA Research,0.4358976909042212,Not a person,CFRA Equity Research,"('CI', '2018 q2')",0.0
3614,CNC,2018 q2,3510,0.3867706425148455,CFRA Research,0.5600412983511246,Not a person,CFRA Equity Research,"('CNC', '2018 q2')",0.0
3615,EW,2018 q2,3510,0.5283012123296147,CFRA Research,0.4793338402229106,Not a person,CFRA Equity Research,"('EW', '2018 q2')",0.0
3616,HCA,2018 q2,3510,0.536655159396183,CFRA Research,0.4461094012759314,Not a person,CFRA Equity Research,"('HCA', '2018 q2')",0.0
3617,HOLX,2018 q2,3510,0.5838625041665387,CFRA Research,0.8237069895780365,Not a person,CFRA Equity Research,"('HOLX', '2018 q2')",0.0
3618,HUM,2018 q2,3510,0.5453360726052552,CFRA Research,0.4590649530618123,Not a person,CFRA Equity Research,"('HUM', '2018 q2')",0.0
3619,IDXX,2018 q2,3510,0.6095147838724675,CFRA Research,0.5195955824816254,Not a person,CFRA Equity Research,"('IDXX', '2018 q2')",0.0
3620,ISRG,2018 q2,3510,0.4568105412410055,CFRA Research,0.4454406354723049,Not a person,CFRA Equity Research,"('ISRG', '2018 q2')",0.0
3621,MDT,2018 q2,3510,0.389712444835538,CFRA Research,0.4462604470834058,Not a person,CFRA Equity Research,"('MDT', '2018 q2')",0.0
3622,RMD,2018 q2,3510,0.6354059996672655,CFRA Research,0.4669857438856342,Not a person,CFRA Equity Research,"('RMD', '2018 q2')",0.0
3623,SYK,2018 q2,3510,0.4816287611793015,CFRA Research,0.608519223086253,Not a person,CFRA Equity Research,"('SYK', '2018 q2')",0.0
3624,TFX,2018 q2,3510,0.6474793711914045,CFRA Research,0.5778888518416043,Not a person,CFRA Equity Research,"('TFX', '2018 q2')",0.0
3625,UHS,2018 q2,3510,0.4887310743212321,CFRA Research,0.3764238853938134,Not a person,CFRA Equity Research,"('UHS', '2018 q2')",0.0
3626,UNH,2018 q2,3510,0.6107187432013692,CFRA Research,0.6005195022902332,Not a person,CFRA Equity Research,"('UNH', '2018 q2')",0.0
3627,VAR,2018 q2,3510,0.8425378275304605,CFRA Research,0.5882758750082048,Not a person,CFRA Equity Research,"('VAR', '2018 q2')",0.0
3628,ZBH,2018 q2,3510,0.5976786610333773,CFRA Research,0.6290971526218764,Not a person,CFRA Equity Research,"('ZBH', '2018 q2')",0.0
3629,ABT,2018 q2,3510,0.510347506488253,S&P pool,0.4796645843993262,Not a person,CFRA Equity Research,"('ABT', '2018 q2')",0.0
3630,BAX,2018 q2,3510,0.6344738737196842,S&P pool,0.6248295857371968,Not a person,CFRA Equity Research,"('BAX', '2018 q2')",0.0
3631,BDX,2018 q2,3510,0.7391171758574469,S&P pool,0.6240519633239632,Not a person,CFRA Equity Research,"('BDX', '2018 q2')",0.0
3632,CERN,2018 q2,3510,0.5891643042157942,S&P pool,0.6416470032991213,Not a person,CFRA Equity Research,"('CERN', '2018 q2')",0.018573790788650513
3633,CI,2018 q2,3510,0.5538726101725331,S&P pool,0.4350745211004834,Not a person,CFRA Equity Research,"('CI', '2018 q2')",0.0
3634,COO,2018 q2,3510,0.6093513361761599,S&P pool,0.6539331239343006,Not a person,CFRA Equity Research,"('COO', '2018 q2')",0.0
3635,CVS,2018 q2,3510,0.5435122790726586,S&P pool,0.4776908428853916,Not a person,CFRA Equity Research,"('CVS', '2018 q2')",0.0
3636,DGX,2018 q2,3510,0.6293540846255753,S&P pool,0.5832945050994925,Not a person,CFRA Equity Research,"('DGX', '2018 q2')",0.0
3637,DHR,2018 q2,3510,0.6945466881006691,S&P pool,0.6853828821338204,Not a person,CFRA Equity Research,"('DHR', '2018 q2')",0.01170925609767437
3638,EW,2018 q2,3510,0.5283012123296147,S&P pool,0.4840018742009044,Not a person,CFRA Equity Research,"('EW', '2018 q2')",0.0
3639,HCA,2018 q2,3510,0.536655159396183,S&P pool,0.4508919133767617,Not a person,CFRA Equity Research,"('HCA', '2018 q2')",0.0
3640,HUM,2018 q2,3510,0.5453360726052552,S&P pool,0.4535841688708977,Not a person,CFRA Equity Research,"('HUM', '2018 q2')",0.0
3641,ISRG,2018 q2,3510,0.4568105412410055,S&P pool,0.4956906421638247,Not a person,CFRA Equity Research,"('ISRG', '2018 q2')",0.0
3642,MDT,2018 q2,3510,0.389712444835538,S&P pool,0.4373713653788832,Not a person,CFRA Equity Research,"('MDT', '2018 q2')",0.0
3643,SYK,2018 q2,3510,0.4816287611793015,S&P pool,0.5940887655483744,Not a person,CFRA Equity Research,"('SYK', '2018 q2')",0.0
3644,UHS,2018 q2,3510,0.4887310743212321,S&P pool,0.3603220221283545,Not a person,CFRA Equity Research,"('UHS', '2018 q2')",0.0
3645,VAR,2018 q2,3510,0.8425378275304605,S&P pool,0.5832049670804206,Not a person,CFRA Equity Research,"('VAR', '2018 q2')",0.0
3646,ZBH,2018 q2,3510,0.5976786610333773,S&P pool,0.5914024242242194,Not a person,CFRA Equity Research,"('ZBH', '2018 q2')",0.0
3647,ABT,2018 q2,3510,0.510347506488253,Mr. Glenn Novarro,0.1901423267024036,male,RBC Capital Markets,"('ABT', '2018 q2')",0.0
3648,BAX,2018 q2,3510,0.6344738737196842,Mr. Glenn Novarro,0.6275400660815054,male,RBC Capital Markets,"('BAX', '2018 q2')",0.03333333507180214
3649,BDX,2018 q2,3510,0.7391171758574469,Mr. Glenn Novarro,0.4292470752854435,male,RBC Capital Markets,"('BDX', '2018 q2')",0.0
3650,EW,2018 q2,3510,0.5283012123296147,Mr. Glenn Novarro,0.1305908318281329,male,RBC Capital Markets,"('EW', '2018 q2')",0.005310485139489174
3651,HOLX,2018 q2,3510,0.5838625041665387,Mr. Glenn Novarro,0.3031584203435261,male,RBC Capital Markets,"('HOLX', '2018 q2')",0.0
3652,MDT,2018 q2,3510,0.389712444835538,Mr. Glenn Novarro,0.1145199106890082,male,RBC Capital Markets,"('MDT', '2018 q2')",0.0
3653,ZBH,2018 q2,3510,0.5976786610333773,Mr. Glenn Novarro,0.24753423975968,male,RBC Capital Markets,"('ZBH', '2018 q2')",0.0
3654,ABT,2018 q2,3510,0.510347506488253,Sean Lavin,0.225816904026041,male,BTIG,"('ABT', '2018 q2')",0.007046135142445564
3655,EW,2018 q2,3510,0.5283012123296147,Sean Lavin,0.246579927576177,male,BTIG,"('EW', '2018 q2')",0.0
3656,HOLX,2018 q2,3510,0.5838625041665387,Sean Lavin,0.6204023069494787,male,BTIG,"('HOLX', '2018 q2')",0.03333333507180214
3657,MDT,2018 q2,3510,0.389712444835538,Sean Lavin,0.1273903379841622,male,BTIG,"('MDT', '2018 q2')",0.01666666753590107
3658,VAR,2018 q2,3510,0.8425378275304605,Sean Lavin,0.8995742724218238,male,BTIG,"('VAR', '2018 q2')",0.01834169402718544
3659,ABT,2018 q2,3510,0.510347506488253,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ABT', '2018 q2')",0.9621404409408569
3660,CAH,2018 q2,3510,0.6775056898277978,SADIF Research,0.976614314477949,Not a person,Sadif Analytics Prime,"('CAH', '2018 q2')",0.9669478535652161
3661,COO,2018 q2,3510,0.6093513361761599,SADIF Research,0.9725287028868614,Not a person,Sadif Analytics Prime,"('COO', '2018 q2')",0.9384043216705322
3662,DGX,2018 q2,3510,0.6293540846255753,SADIF Research,0.9819556921729464,Not a person,Sadif Analytics Prime,"('DGX', '2018 q2')",0.9411774277687073
3663,HSIC,2018 q2,3510,0.695109417635543,SADIF Research,0.9945558301519146,Not a person,Sadif Analytics Prime,"('HSIC', '2018 q2')",0.95723557472229
3664,LH,2018 q2,3510,0.8621399224495441,SADIF Research,0.9850669020119333,Not a person,Sadif Analytics Prime,"('LH', '2018 q2')",0.9181353449821472
3665,MDT,2018 q2,3510,0.389712444835538,SADIF Research,0.9812923206018748,Not a person,Sadif Analytics Prime,"('MDT', '2018 q2')",0.9583097696304321
3666,VAR,2018 q2,3510,0.8425378275304605,SADIF Research,0.9764075939305272,Not a person,Sadif Analytics Prime,"('VAR', '2018 q2')",0.9542155265808105
3667,ZBH,2018 q2,3510,0.5976786610333773,SADIF Research,0.9942364588598036,Not a person,Sadif Analytics Prime,"('ZBH', '2018 q2')",0.9773059487342834
3668,ABT,2018 q2,3510,0.510347506488253,Mr. Ravindra kulkarni,0.6169246629848634,male,Crispidea,"('ABT', '2018 q2')",0.0
3669,ANTM,2018 q2,3510,0.5216128883500325,Mr. Ravindra kulkarni,0.6374657320030609,male,Crispidea,"('ANTM', '2018 q2')",0.0
3670,BDX,2018 q2,3510,0.7391171758574469,Mr. Ravindra kulkarni,0.8658724288184015,male,Crispidea,"('BDX', '2018 q2')",0.0
3671,CI,2018 q2,3510,0.5538726101725331,Mr. Ravindra kulkarni,0.7485030634572118,male,Crispidea,"('CI', '2018 q2')",0.0
3672,DHR,2018 q2,3510,0.6945466881006691,Mr. Ravindra kulkarni,0.7594868105351634,male,Crispidea,"('DHR', '2018 q2')",0.0
3673,UNH,2018 q2,3510,0.6107187432013692,Mr. Ravindra kulkarni,0.6787668437432655,male,Crispidea,"('UNH', '2018 q2')",0.0
3674,ALGN,2018 q2,3510,0.5105391887903814,Ravi Misra,0.164737742498023,male,Berenberg,"('ALGN', '2018 q2')",0.0
3675,DXCM,2018 q2,3510,0.408377955033001,Ravi Misra,0.1814315203671022,male,Berenberg,"('DXCM', '2018 q2')",0.008940275758504868
3676,ALGN,2018 q2,3510,0.5105391887903814,Mr. Michael Ryskin,0.5990556341837566,male,BofA Global Research,"('ALGN', '2018 q2')",0.03333333507180214
3677,ALGN,2018 q2,3510,0.5105391887903814,Mr. Keith Snyder,0.6273804552194595,male,CFRA Equity Research,"('ALGN', '2018 q2')",0.0
3678,COO,2018 q2,3510,0.6093513361761599,Mr. Keith Snyder,0.6551152660824157,male,CFRA Equity Research,"('COO', '2018 q2')",0.0
3679,DGX,2018 q2,3510,0.6293540846255753,Mr. Keith Snyder,0.5964186198575401,male,CFRA Equity Research,"('DGX', '2018 q2')",0.0
3680,DVA,2018 q2,3510,0.7197576147106814,Mr. Keith Snyder,0.6999394667920851,male,CFRA Equity Research,"('DVA', '2018 q2')",0.0
3681,HSIC,2018 q2,3510,0.695109417635543,Mr. Keith Snyder,0.7788221233332506,male,CFRA Equity Research,"('HSIC', '2018 q2')",0.0
3682,IDXX,2018 q2,3510,0.6095147838724675,Mr. Keith Snyder,0.5408230220898642,male,CFRA Equity Research,"('IDXX', '2018 q2')",0.0
3683,LH,2018 q2,3510,0.8621399224495441,Mr. Keith Snyder,0.7499162945493453,male,CFRA Equity Research,"('LH', '2018 q2')",0.0
3684,RMD,2018 q2,3510,0.6354059996672655,Mr. Keith Snyder,0.4654014179594136,male,CFRA Equity Research,"('RMD', '2018 q2')",0.0
3685,TFX,2018 q2,3510,0.6474793711914045,Mr. Keith Snyder,0.5736716590212555,male,CFRA Equity Research,"('TFX', '2018 q2')",0.0
3686,XRAY,2018 q2,3510,0.7347712759680015,Mr. Keith Snyder,0.7596216146551423,male,CFRA Equity Research,"('XRAY', '2018 q2')",0.0
3687,ALGN,2018 q2,3510,0.5105391887903814,Ms. Elizabeth Anderson,0.1603077392700061,female,EVERCORE ISI,"('ALGN', '2018 q2')",0.008246473968029022
3688,ALGN,2018 q2,3510,0.5105391887903814,Mr. Matthew O. O'Brien,0.2002196273612797,male,Piper Sandler Companies,"('ALGN', '2018 q2')",0.0
3689,ISRG,2018 q2,3510,0.4568105412410055,Mr. Matthew O. O'Brien,0.3347378365109398,male,Piper Sandler Companies,"('ISRG', '2018 q2')",0.020240621641278267
3690,MDT,2018 q2,3510,0.389712444835538,Mr. Matthew O. O'Brien,0.1475226473303385,male,Piper Sandler Companies,"('MDT', '2018 q2')",0.0
3691,SYK,2018 q2,3510,0.4816287611793015,Mr. Matthew O. O'Brien,0.2452282458421982,male,Piper Sandler Companies,"('SYK', '2018 q2')",0.0
3692,TFX,2018 q2,3510,0.6474793711914045,Mr. Matthew O. O'Brien,0.4076112415794801,male,Piper Sandler Companies,"('TFX', '2018 q2')",0.0
3693,ALGN,2018 q2,3510,0.5105391887903814,"John C. Kreger, III",0.1156729998235679,male,William Blair & Company,"('ALGN', '2018 q2')",0.011111111690600714
3694,CAH,2018 q2,3510,0.6775056898277978,"John C. Kreger, III",0.4520725447378884,male,William Blair & Company,"('CAH', '2018 q2')",0.0
3695,HSIC,2018 q2,3510,0.695109417635543,"John C. Kreger, III",0.2848971681196846,male,William Blair & Company,"('HSIC', '2018 q2')",0.0
3696,XRAY,2018 q2,3510,0.7347712759680015,"John C. Kreger, III",0.5436300865322132,male,William Blair & Company,"('XRAY', '2018 q2')",0.0
3697,ALGN,2018 q2,3510,0.5105391887903814,Mr. Steve Beuchaw,0.5030881663363417,male,Morgan Stanley,"('ALGN', '2018 q2')",0.0
3698,DHR,2018 q2,3510,0.6945466881006691,Mr. Steve Beuchaw,0.4522552855279063,male,Morgan Stanley,"('DHR', '2018 q2')",0.0
3699,HSIC,2018 q2,3510,0.695109417635543,Mr. Steve Beuchaw,0.4564521715252604,male,Morgan Stanley,"('HSIC', '2018 q2')",0.0
3700,ALGN,2018 q2,3510,0.5105391887903814,"Edwin D. Snyder, Jr",0.2444891949024554,male,Northcoast Research,"('ALGN', '2018 q2')",0.01030203141272068
3701,DXCM,2018 q2,3510,0.408377955033001,"Edwin D. Snyder, Jr",0.3445353247775204,male,Northcoast Research,"('DXCM', '2018 q2')",0.0
3702,HSIC,2018 q2,3510,0.695109417635543,"Edwin D. Snyder, Jr",0.2359211384206467,male,Northcoast Research,"('HSIC', '2018 q2')",0.0
3703,IDXX,2018 q2,3510,0.6095147838724675,"Edwin D. Snyder, Jr",0.5407488802598158,male,Northcoast Research,"('IDXX', '2018 q2')",0.020770220085978508
3704,XRAY,2018 q2,3510,0.7347712759680015,"Edwin D. Snyder, Jr",0.5569609328964256,male,Northcoast Research,"('XRAY', '2018 q2')",0.02878725901246071
3705,ALGN,2018 q2,3510,0.5105391887903814,"Christopher C. Cooley, CFA",0.3639022760259777,male,Stephens Inc.,"('ALGN', '2018 q2')",0.0
3706,COO,2018 q2,3510,0.6093513361761599,"Christopher C. Cooley, CFA",0.4193614394901782,male,Stephens Inc.,"('COO', '2018 q2')",0.0
3707,DXCM,2018 q2,3510,0.408377955033001,"Christopher C. Cooley, CFA",0.5170500289563185,male,Stephens Inc.,"('DXCM', '2018 q2')",0.017016589641571045
3708,HSIC,2018 q2,3510,0.695109417635543,"Christopher C. Cooley, CFA",0.5787801227156565,male,Stephens Inc.,"('HSIC', '2018 q2')",0.0
3709,STE,2018 q2,3510,0.4721076831617218,"Christopher C. Cooley, CFA",0.3043336540959506,male,Stephens Inc.,"('STE', '2018 q2')",0.0
3710,TFX,2018 q2,3510,0.6474793711914045,"Christopher C. Cooley, CFA",0.4963595127574741,male,Stephens Inc.,"('TFX', '2018 q2')",0.007300084922462702
3711,XRAY,2018 q2,3510,0.7347712759680015,"Christopher C. Cooley, CFA",0.4952735718639926,male,Stephens Inc.,"('XRAY', '2018 q2')",0.0
3712,ALGN,2018 q2,3510,0.5105391887903814,Mr. Richard Newitter,0.2741708169304522,male,SVB Leerink,"('ALGN', '2018 q2')",0.0
3713,BDX,2018 q2,3510,0.7391171758574469,Mr. Richard Newitter,0.3709412470409204,male,SVB Leerink,"('BDX', '2018 q2')",0.0
3714,HOLX,2018 q2,3510,0.5838625041665387,Mr. Richard Newitter,0.2264086121999728,male,SVB Leerink,"('HOLX', '2018 q2')",0.0
3715,ISRG,2018 q2,3510,0.4568105412410055,Mr. Richard Newitter,0.1767977323189726,male,SVB Leerink,"('ISRG', '2018 q2')",0.0
3716,SYK,2018 q2,3510,0.4816287611793015,Mr. Richard Newitter,0.1313540889471966,male,SVB Leerink,"('SYK', '2018 q2')",0.0
3717,TFX,2018 q2,3510,0.6474793711914045,Mr. Richard Newitter,0.3256295599157884,male,SVB Leerink,"('TFX', '2018 q2')",0.0
3718,ANTM,2018 q2,3510,0.5216128883500325,David S. MacDonald,0.2815758890521066,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2018 q2')",0.0
3719,CI,2018 q2,3510,0.5538726101725331,David S. MacDonald,0.2622039949459654,male,SunTrust Robinson Humphrey Capital Markets,"('CI', '2018 q2')",0.0
3720,CNC,2018 q2,3510,0.3867706425148455,David S. MacDonald,0.2474642825972669,male,SunTrust Robinson Humphrey Capital Markets,"('CNC', '2018 q2')",0.0
3721,CVS,2018 q2,3510,0.5435122790726586,David S. MacDonald,0.1750509211907238,male,SunTrust Robinson Humphrey Capital Markets,"('CVS', '2018 q2')",0.0
3722,DGX,2018 q2,3510,0.6293540846255753,David S. MacDonald,0.2441448868509926,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2018 q2')",0.0
3723,DVA,2018 q2,3510,0.7197576147106814,David S. MacDonald,0.6633955511383999,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2018 q2')",0.016799159348011017
3724,HCA,2018 q2,3510,0.536655159396183,David S. MacDonald,0.1685739600498031,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2018 q2')",0.02370283380150795
3725,HUM,2018 q2,3510,0.5453360726052552,David S. MacDonald,0.344201194582517,male,SunTrust Robinson Humphrey Capital Markets,"('HUM', '2018 q2')",0.0
3726,ANTM,2018 q2,3510,0.5216128883500325,Peter H. Costa,0.2844982482095756,male,"Wells Fargo Securities, LLC","('ANTM', '2018 q2')",0.0
3727,CI,2018 q2,3510,0.5538726101725331,Peter H. Costa,0.1799775952216443,male,"Wells Fargo Securities, LLC","('CI', '2018 q2')",0.01666666753590107
3728,CNC,2018 q2,3510,0.3867706425148455,Peter H. Costa,0.1217822025548277,male,"Wells Fargo Securities, LLC","('CNC', '2018 q2')",0.006269381381571293
3729,CVS,2018 q2,3510,0.5435122790726586,Peter H. Costa,0.3035854437052609,male,"Wells Fargo Securities, LLC","('CVS', '2018 q2')",0.010107183828949928
3730,HUM,2018 q2,3510,0.5453360726052552,Peter H. Costa,0.1831613071747716,male,"Wells Fargo Securities, LLC","('HUM', '2018 q2')",0.0
3731,UHS,2018 q2,3510,0.4887310743212321,Peter H. Costa,0.2518530918235021,male,"Wells Fargo Securities, LLC","('UHS', '2018 q2')",0.0
3732,UNH,2018 q2,3510,0.6107187432013692,Peter H. Costa,0.1804058185318524,male,"Wells Fargo Securities, LLC","('UNH', '2018 q2')",0.0
3733,ANTM,2018 q2,3510,0.5216128883500325,Mr. A.J. Rice,0.2088100064485107,male,Credit Suisse,"('ANTM', '2018 q2')",0.0
3734,CI,2018 q2,3510,0.5538726101725331,Mr. A.J. Rice,0.4106191169302061,male,Credit Suisse,"('CI', '2018 q2')",0.0
3735,CNC,2018 q2,3510,0.3867706425148455,Mr. A.J. Rice,0.1906151405210858,male,Credit Suisse,"('CNC', '2018 q2')",0.0
3736,DGX,2018 q2,3510,0.6293540846255753,Mr. A.J. Rice,0.698629813066137,male,Credit Suisse,"('DGX', '2018 q2')",0.0
3737,HCA,2018 q2,3510,0.536655159396183,Mr. A.J. Rice,0.3147043105729263,male,Credit Suisse,"('HCA', '2018 q2')",0.0
3738,HUM,2018 q2,3510,0.5453360726052552,Mr. A.J. Rice,0.5223455769748722,male,Credit Suisse,"('HUM', '2018 q2')",0.0
3739,ANTM,2018 q2,3510,0.5216128883500325,"Ms. Anagha A. Gupte, PHD",0.2440765926186733,female,SVB Leerink,"('ANTM', '2018 q2')",0.0
3740,CI,2018 q2,3510,0.5538726101725331,"Ms. Anagha A. Gupte, PHD",0.2743167970385608,female,SVB Leerink,"('CI', '2018 q2')",0.0
3741,CNC,2018 q2,3510,0.3867706425148455,"Ms. Anagha A. Gupte, PHD",0.2258164609217302,female,SVB Leerink,"('CNC', '2018 q2')",0.0
3742,HCA,2018 q2,3510,0.536655159396183,"Ms. Anagha A. Gupte, PHD",0.239603458614533,female,SVB Leerink,"('HCA', '2018 q2')",0.0
3743,HUM,2018 q2,3510,0.5453360726052552,"Ms. Anagha A. Gupte, PHD",0.3388525632955255,female,SVB Leerink,"('HUM', '2018 q2')",0.0
3744,UNH,2018 q2,3510,0.6107187432013692,"Ms. Anagha A. Gupte, PHD",0.4452952421076584,female,SVB Leerink,"('UNH', '2018 q2')",0.0
3745,ANTM,2018 q2,3510,0.5216128883500325,Ms. Sarah E. James,0.2867371841583135,female,Piper Sandler Companies,"('ANTM', '2018 q2')",0.017931558191776276
3746,CI,2018 q2,3510,0.5538726101725331,Ms. Sarah E. James,0.900261455929498,female,Piper Sandler Companies,"('CI', '2018 q2')",0.0
3747,CNC,2018 q2,3510,0.3867706425148455,Ms. Sarah E. James,0.1712355560085355,female,Piper Sandler Companies,"('CNC', '2018 q2')",0.0
3748,HCA,2018 q2,3510,0.536655159396183,Ms. Sarah E. James,0.5527126901151496,female,Piper Sandler Companies,"('HCA', '2018 q2')",0.0
3749,HSIC,2018 q2,3510,0.695109417635543,Ms. Sarah E. James,0.8380035211717854,female,Piper Sandler Companies,"('HSIC', '2018 q2')",0.0
3750,HUM,2018 q2,3510,0.5453360726052552,Ms. Sarah E. James,0.8764495481979759,female,Piper Sandler Companies,"('HUM', '2018 q2')",0.0
3751,UHS,2018 q2,3510,0.4887310743212321,Ms. Sarah E. James,0.4309262916540217,female,Piper Sandler Companies,"('UHS', '2018 q2')",0.0
3752,UNH,2018 q2,3510,0.6107187432013692,Ms. Sarah E. James,0.2937640924344223,female,Piper Sandler Companies,"('UNH', '2018 q2')",0.0
3753,ANTM,2018 q2,3510,0.5216128883500325,"Mr. Kevin M. Fischbeck, CFA",0.1707268959346879,male,BofA Global Research,"('ANTM', '2018 q2')",0.020501814782619476
3754,CI,2018 q2,3510,0.5538726101725331,"Mr. Kevin M. Fischbeck, CFA",0.150261485453559,male,BofA Global Research,"('CI', '2018 q2')",0.0
3755,CNC,2018 q2,3510,0.3867706425148455,"Mr. Kevin M. Fischbeck, CFA",0.7151280520436183,male,BofA Global Research,"('CNC', '2018 q2')",0.03539034600059191
3756,HCA,2018 q2,3510,0.536655159396183,"Mr. Kevin M. Fischbeck, CFA",0.305988408563798,male,BofA Global Research,"('HCA', '2018 q2')",0.0
3757,HUM,2018 q2,3510,0.5453360726052552,"Mr. Kevin M. Fischbeck, CFA",0.1178567569480792,male,BofA Global Research,"('HUM', '2018 q2')",0.010366298258304596
3758,UNH,2018 q2,3510,0.6107187432013692,"Mr. Kevin M. Fischbeck, CFA",0.3512778962576325,male,BofA Global Research,"('UNH', '2018 q2')",0.0
3759,ANTM,2018 q2,3510,0.5216128883500325,Justin Lake,0.1219344812982642,male,Wolfe Research,"('ANTM', '2018 q2')",0.0
3760,CNC,2018 q2,3510,0.3867706425148455,Justin Lake,0.1793203678494072,male,Wolfe Research,"('CNC', '2018 q2')",0.0
3761,HUM,2018 q2,3510,0.5453360726052552,Justin Lake,0.4235072819372205,male,Wolfe Research,"('HUM', '2018 q2')",0.0
3762,UNH,2018 q2,3510,0.6107187432013692,Justin Lake,0.5997289392292903,male,Wolfe Research,"('UNH', '2018 q2')",0.0
3763,ANTM,2018 q2,3510,0.5216128883500325,Credit Suisse Global Product Marketing,0.5769370894566322,Not a person,Credit Suisse,"('ANTM', '2018 q2')",0.0
3764,CAH,2018 q2,3510,0.6775056898277978,Credit Suisse Global Product Marketing,0.5581626393621905,Not a person,Credit Suisse,"('CAH', '2018 q2')",0.0
3765,DGX,2018 q2,3510,0.6293540846255753,Credit Suisse Global Product Marketing,0.4946525830464426,Not a person,Credit Suisse,"('DGX', '2018 q2')",0.014038097113370895
3766,ANTM,2018 q2,3510,0.5216128883500325,"Frank G. Morgan, CFA",0.1687164263449543,male,RBC Capital Markets,"('ANTM', '2018 q2')",0.0
3767,CI,2018 q2,3510,0.5538726101725331,"Frank G. Morgan, CFA",0.1902544701399956,male,RBC Capital Markets,"('CI', '2018 q2')",0.0
3768,HCA,2018 q2,3510,0.536655159396183,"Frank G. Morgan, CFA",0.1781275092691261,male,RBC Capital Markets,"('HCA', '2018 q2')",0.0
3769,HUM,2018 q2,3510,0.5453360726052552,"Frank G. Morgan, CFA",0.1271500402402555,male,RBC Capital Markets,"('HUM', '2018 q2')",0.0
3770,UNH,2018 q2,3510,0.6107187432013692,"Frank G. Morgan, CFA",0.2283548750400754,male,RBC Capital Markets,"('UNH', '2018 q2')",0.0
3771,ANTM,2018 q2,3510,0.5216128883500325,"David H. Windley, CFA, CPA, CFA",0.7743669509984756,male,Jefferies,"('ANTM', '2018 q2')",0.03545678220689297
3772,CI,2018 q2,3510,0.5538726101725331,"David H. Windley, CFA, CPA, CFA",0.2325093687269036,male,Jefferies,"('CI', '2018 q2')",0.0
3773,CNC,2018 q2,3510,0.3867706425148455,"David H. Windley, CFA, CPA, CFA",0.1376187942475755,male,Jefferies,"('CNC', '2018 q2')",0.0
3774,BAX,2018 q2,3510,0.6344738737196842,"Ms. Kristen M. Stewart, CFA",0.403205475908116,female,Deutsche Bank,"('BAX', '2018 q2')",0.0
3775,BDX,2018 q2,3510,0.7391171758574469,"Ms. Kristen M. Stewart, CFA",0.8797292705652199,female,Deutsche Bank,"('BDX', '2018 q2')",0.0
3776,EW,2018 q2,3510,0.5283012123296147,"Ms. Kristen M. Stewart, CFA",0.2393307607154346,female,Deutsche Bank,"('EW', '2018 q2')",0.0
3777,SYK,2018 q2,3510,0.4816287611793015,"Ms. Kristen M. Stewart, CFA",0.7879047488158931,female,Deutsche Bank,"('SYK', '2018 q2')",0.0
3778,TFX,2018 q2,3510,0.6474793711914045,"Ms. Kristen M. Stewart, CFA",0.6512709253701863,female,Deutsche Bank,"('TFX', '2018 q2')",0.03333333507180214
3779,BAX,2018 q2,3510,0.6344738737196842,Michael Waterhouse,0.7206439629346096,male,"Morningstar, Inc.","('BAX', '2018 q2')",0.0
3780,DHR,2018 q2,3510,0.6945466881006691,Michael Waterhouse,0.6532834460072852,male,"Morningstar, Inc.","('DHR', '2018 q2')",0.0
3781,DVA,2018 q2,3510,0.7197576147106814,Michael Waterhouse,0.7253018338929745,male,"Morningstar, Inc.","('DVA', '2018 q2')",0.0
3782,BAX,2018 q2,3510,0.6344738737196842,Mr. Vijay M. Kumar,0.8264685905864424,male,EVERCORE ISI,"('BAX', '2018 q2')",0.0
3783,BDX,2018 q2,3510,0.7391171758574469,Mr. Vijay M. Kumar,0.3753861962207256,male,EVERCORE ISI,"('BDX', '2018 q2')",0.0
3784,EW,2018 q2,3510,0.5283012123296147,Mr. Vijay M. Kumar,0.5320194422564428,male,EVERCORE ISI,"('EW', '2018 q2')",0.0
3785,MDT,2018 q2,3510,0.389712444835538,Mr. Vijay M. Kumar,0.2727094192775831,male,EVERCORE ISI,"('MDT', '2018 q2')",0.0
3786,SYK,2018 q2,3510,0.4816287611793015,Mr. Vijay M. Kumar,0.3483436908726338,male,EVERCORE ISI,"('SYK', '2018 q2')",0.0
3787,ZBH,2018 q2,3510,0.5976786610333773,Mr. Vijay M. Kumar,0.2330755796224261,male,EVERCORE ISI,"('ZBH', '2018 q2')",0.0
3788,BDX,2018 q2,3510,0.7391171758574469,Mr. Brandon Couillard,0.8815487403872598,male,Jefferies,"('BDX', '2018 q2')",0.0
3789,DHR,2018 q2,3510,0.6945466881006691,Mr. Brandon Couillard,0.4923820396405091,male,Jefferies,"('DHR', '2018 q2')",0.021417677402496338
3790,HSIC,2018 q2,3510,0.695109417635543,Mr. Brandon Couillard,0.4863640732858086,male,Jefferies,"('HSIC', '2018 q2')",0.0
3791,CAH,2018 q2,3510,0.6775056898277978,Mr. Ross Muken,0.2222657018269168,male,EVERCORE ISI,"('CAH', '2018 q2')",0.0
3792,CERN,2018 q2,3510,0.5891643042157942,Mr. Ross Muken,0.269007538075587,male,EVERCORE ISI,"('CERN', '2018 q2')",0.011886922642588615
3793,CERN,2018 q2,3510,0.5891643042157942,"Mr. Sandy Y. Draper, CFA",0.398359282740883,male,SunTrust Robinson Humphrey Capital Markets,"('CERN', '2018 q2')",0.0
3794,CERN,2018 q2,3510,0.5891643042157942,Sean W. Wieland,0.270788706660446,male,Piper Sandler Companies,"('CERN', '2018 q2')",0.0
3795,CERN,2018 q2,3510,0.5891643042157942,Mr. Jeffrey R. Garro,0.2923733383467976,male,William Blair & Company,"('CERN', '2018 q2')",0.0
3796,CERN,2018 q2,3510,0.5891643042157942,Sean W. Dodge,0.7901380026881614,male,Jefferies,"('CERN', '2018 q2')",0.0
3797,CERN,2018 q2,3510,0.5891643042157942,Mr. Richard Close,0.418332167324998,male,Canaccord Genuity,"('CERN', '2018 q2')",0.01099556963890791
3798,CI,2018 q2,3510,0.5538726101725331,Michael D. Wiederhorn,0.2322117769909902,male,"Oppenheimer & Co., Inc.","('CI', '2018 q2')",0.0
3799,CNC,2018 q2,3510,0.3867706425148455,Michael D. Wiederhorn,0.1366606705913117,male,"Oppenheimer & Co., Inc.","('CNC', '2018 q2')",0.0
3800,HUM,2018 q2,3510,0.5453360726052552,Michael D. Wiederhorn,0.1795656958733545,male,"Oppenheimer & Co., Inc.","('HUM', '2018 q2')",0.04792084917426109
3801,UNH,2018 q2,3510,0.6107187432013692,Michael D. Wiederhorn,0.292735715674113,male,"Oppenheimer & Co., Inc.","('UNH', '2018 q2')",0.0
3802,COO,2018 q2,3510,0.6093513361761599,"Brian D. Weinstein, CFA",0.2927798576157327,male,William Blair & Company,"('COO', '2018 q2')",0.01846384070813656
3803,TFX,2018 q2,3510,0.6474793711914045,"Brian D. Weinstein, CFA",0.4184059999102982,male,William Blair & Company,"('TFX', '2018 q2')",0.0
3804,COO,2018 q2,3510,0.6093513361761599,Mr. Christopher Pasquale,0.284518691788592,male,Guggenheim Securities LLC,"('COO', '2018 q2')",0.039644022937864065
3805,DXCM,2018 q2,3510,0.408377955033001,Mr. Christopher Pasquale,0.0829385254044866,male,Guggenheim Securities LLC,"('DXCM', '2018 q2')",0.0
3806,EW,2018 q2,3510,0.5283012123296147,Mr. Christopher Pasquale,0.1845452133340526,male,Guggenheim Securities LLC,"('EW', '2018 q2')",0.0
3807,MDT,2018 q2,3510,0.389712444835538,Mr. Christopher Pasquale,0.1185073611103315,male,Guggenheim Securities LLC,"('MDT', '2018 q2')",0.0
3808,SYK,2018 q2,3510,0.4816287611793015,Mr. Christopher Pasquale,0.1114940567532016,male,Guggenheim Securities LLC,"('SYK', '2018 q2')",0.0
3809,ZBH,2018 q2,3510,0.5976786610333773,Mr. Christopher Pasquale,0.3846366305672736,male,Guggenheim Securities LLC,"('ZBH', '2018 q2')",0.0
3810,COO,2018 q2,3510,0.6093513361761599,Mr. Dave Keiser,0.2677251996314615,male,Northcoast Research,"('COO', '2018 q2')",0.012343671172857285
3811,STE,2018 q2,3510,0.4721076831617218,Mr. Dave Keiser,0.2462275658591532,male,Northcoast Research,"('STE', '2018 q2')",0.0
3812,SYK,2018 q2,3510,0.4816287611793015,Mr. Dave Keiser,0.1712315930242889,male,Northcoast Research,"('SYK', '2018 q2')",0.014285893179476261
3813,ZBH,2018 q2,3510,0.5976786610333773,Mr. Dave Keiser,0.3130200415249718,male,Northcoast Research,"('ZBH', '2018 q2')",0.020230519585311413
3814,CVS,2018 q2,3510,0.5435122790726586,Scott A. Mushkin,0.2044321875695001,male,Wolfe Research,"('CVS', '2018 q2')",0.0
3815,CVS,2018 q2,3510,0.5435122790726586,Hima B. Inguva,0.2529699147109776,male,BofA Global Research,"('CVS', '2018 q2')",0.014426692388951778
3816,DGX,2018 q2,3510,0.6293540846255753,"Mr. Jack Meehan, CFA",0.199458866996923,male,Barclays,"('DGX', '2018 q2')",0.015021809376776218
3817,HOLX,2018 q2,3510,0.5838625041665387,"Mr. Jack Meehan, CFA",0.2296526142211106,male,Barclays,"('HOLX', '2018 q2')",0.0
3818,DGX,2018 q2,3510,0.6293540846255753,Ms. Debbie S. Wang,0.6143724832540503,female,"Morningstar, Inc.","('DGX', '2018 q2')",0.0
3819,DXCM,2018 q2,3510,0.408377955033001,Ms. Debbie S. Wang,0.5253698659010184,female,"Morningstar, Inc.","('DXCM', '2018 q2')",0.0
3820,EW,2018 q2,3510,0.5283012123296147,Ms. Debbie S. Wang,0.5348438468367421,female,"Morningstar, Inc.","('EW', '2018 q2')",0.0
3821,HOLX,2018 q2,3510,0.5838625041665387,Ms. Debbie S. Wang,0.8310165662630644,female,"Morningstar, Inc.","('HOLX', '2018 q2')",0.0
3822,IDXX,2018 q2,3510,0.6095147838724675,Ms. Debbie S. Wang,0.6257619037942903,female,"Morningstar, Inc.","('IDXX', '2018 q2')",0.0
3823,LH,2018 q2,3510,0.8621399224495441,Ms. Debbie S. Wang,0.8297248993355651,female,"Morningstar, Inc.","('LH', '2018 q2')",0.0
3824,SYK,2018 q2,3510,0.4816287611793015,Ms. Debbie S. Wang,0.6935618135166866,female,"Morningstar, Inc.","('SYK', '2018 q2')",0.0
3825,ZBH,2018 q2,3510,0.5976786610333773,Ms. Debbie S. Wang,0.6269568295645381,female,"Morningstar, Inc.","('ZBH', '2018 q2')",0.0
3826,DGX,2018 q2,3510,0.6293540846255753,Mr. Mark A. Massaro,0.2228350201150706,male,Canaccord Genuity,"('DGX', '2018 q2')",0.004020612065990766
3827,HOLX,2018 q2,3510,0.5838625041665387,Mr. Mark A. Massaro,0.2709686313982122,male,Canaccord Genuity,"('HOLX', '2018 q2')",0.0
3828,IDXX,2018 q2,3510,0.6095147838724675,Mr. Mark A. Massaro,0.3129289356970128,male,Canaccord Genuity,"('IDXX', '2018 q2')",0.0
3829,DGX,2018 q2,3510,0.6293540846255753,Ms. Ricky R. Goldwasser,0.4065199066998266,female,Morgan Stanley,"('DGX', '2018 q2')",0.012122324667870998
3830,DGX,2018 q2,3510,0.6293540846255753,"Amanda L. Murphy, CFA",0.309784809683999,female,William Blair & Company,"('DGX', '2018 q2')",0.0
3831,DHR,2018 q2,3510,0.6945466881006691,"Mr. Deane Dray, CFA",0.2566175312962908,male,RBC Capital Markets,"('DHR', '2018 q2')",0.01666666753590107
3832,DHR,2018 q2,3510,0.6945466881006691,Mr. James A. Corridore,0.6875488481389869,male,CFRA Equity Research,"('DHR', '2018 q2')",0.01346531417220831
3833,DHR,2018 q2,3510,0.6945466881006691,Derik De Bruin,0.5101076809308566,male,BofA Global Research,"('DHR', '2018 q2')",0.01666666753590107
3834,HOLX,2018 q2,3510,0.5838625041665387,Derik De Bruin,0.429327978861358,male,BofA Global Research,"('HOLX', '2018 q2')",0.0
3835,IDXX,2018 q2,3510,0.6095147838724675,Derik De Bruin,0.6319723131331056,male,BofA Global Research,"('IDXX', '2018 q2')",0.03333333507180214
3836,DHR,2018 q2,3510,0.6945466881006691,Mr. Douglas A. Schenkel,0.7739132319819829,male,Cowen and Company,"('DHR', '2018 q2')",0.0
3837,HOLX,2018 q2,3510,0.5838625041665387,Mr. Douglas A. Schenkel,0.3109134042796452,male,Cowen and Company,"('HOLX', '2018 q2')",0.0
3838,DHR,2018 q2,3510,0.6945466881006691,Julian Mitchell,0.2682300965053594,male,Barclays,"('DHR', '2018 q2')",0.0
3839,DXCM,2018 q2,3510,0.408377955033001,Travis Steed,0.682996773602273,male,BofA Global Research,"('DXCM', '2018 q2')",0.03333333507180214
3840,DXCM,2018 q2,3510,0.408377955033001,J.P. McKim,0.2537231350952934,male,Piper Sandler Companies,"('DXCM', '2018 q2')",0.0
3841,DXCM,2018 q2,3510,0.408377955033001,Mr. Kyle W. Rose,0.1043148884307222,male,Canaccord Genuity,"('DXCM', '2018 q2')",0.028566153720021248
3842,SYK,2018 q2,3510,0.4816287611793015,Mr. Kyle W. Rose,0.1066047446576146,male,Canaccord Genuity,"('SYK', '2018 q2')",0.015088222920894623
3843,ZBH,2018 q2,3510,0.5976786610333773,Mr. Kyle W. Rose,0.3203911304053571,male,Canaccord Genuity,"('ZBH', '2018 q2')",0.010781507939100266
3844,DXCM,2018 q2,3510,0.408377955033001,Steven M. Lichtman,0.1236542821383994,male,"Oppenheimer & Co., Inc.","('DXCM', '2018 q2')",0.0
3845,MDT,2018 q2,3510,0.389712444835538,Steven M. Lichtman,0.1650423104700973,male,"Oppenheimer & Co., Inc.","('MDT', '2018 q2')",0.0
3846,SYK,2018 q2,3510,0.4816287611793015,Steven M. Lichtman,0.0899872534222849,male,"Oppenheimer & Co., Inc.","('SYK', '2018 q2')",0.0
3847,EW,2018 q2,3510,0.5283012123296147,Mr. Bruce Nudell,0.2184942877889859,male,SunTrust Robinson Humphrey Capital Markets,"('EW', '2018 q2')",0.007893474772572517
3848,MDT,2018 q2,3510,0.389712444835538,Mr. Bruce Nudell,0.1890142738615225,male,SunTrust Robinson Humphrey Capital Markets,"('MDT', '2018 q2')",0.0
3849,SYK,2018 q2,3510,0.4816287611793015,Mr. Bruce Nudell,0.4112712936744579,male,SunTrust Robinson Humphrey Capital Markets,"('SYK', '2018 q2')",0.0
3850,ZBH,2018 q2,3510,0.5976786610333773,Mr. Bruce Nudell,0.1997418673117843,male,SunTrust Robinson Humphrey Capital Markets,"('ZBH', '2018 q2')",0.0
3851,EW,2018 q2,3510,0.5283012123296147,Riche T. Lim,0.8544457474007469,female,Jefferies,"('EW', '2018 q2')",0.0
3852,EW,2018 q2,3510,0.5283012123296147,Mr. Jason R. Mills,0.1067823529477997,male,Canaccord Genuity,"('EW', '2018 q2')",0.0
3853,ISRG,2018 q2,3510,0.4568105412410055,Mr. Jason R. Mills,0.1725077147961432,male,Canaccord Genuity,"('ISRG', '2018 q2')",0.0
3854,HCA,2018 q2,3510,0.536655159396183,"Mr. Ryan S. Daniels, CFA",0.2728079939897663,male,William Blair & Company,"('HCA', '2018 q2')",0.0
3855,HCA,2018 q2,3510,0.536655159396183,"Joseph D. France, CFA",0.6823887930382248,male,Cantor Fitzgerald,"('HCA', '2018 q2')",0.03333333507180214
3856,HCA,2018 q2,3510,0.536655159396183,Jake Strole,0.6111033220662434,male,"Morningstar, Inc.","('HCA', '2018 q2')",0.003288328181952238
3857,STE,2018 q2,3510,0.4721076831617218,Jake Strole,0.920938747500608,male,"Morningstar, Inc.","('STE', '2018 q2')",0.0
3858,TFX,2018 q2,3510,0.6474793711914045,Jake Strole,0.7391381137921256,male,"Morningstar, Inc.","('TFX', '2018 q2')",0.0
3859,HCA,2018 q2,3510,0.536655159396183,Mr. Zachary Sopcak,0.3805535506388141,male,Morgan Stanley,"('HCA', '2018 q2')",0.0
3860,UHS,2018 q2,3510,0.4887310743212321,Mr. Zachary Sopcak,0.3918517697350177,male,Morgan Stanley,"('UHS', '2018 q2')",0.0
3861,HOLX,2018 q2,3510,0.5838625041665387,"William R. Quirk, CFA",0.3255170804200465,male,Piper Sandler Companies,"('HOLX', '2018 q2')",0.0
3862,HOLX,2018 q2,3510,0.5838625041665387,Mr. Dan Leonard,0.3748647949559306,male,Deutsche Bank,"('HOLX', '2018 q2')",0.0
3863,HSIC,2018 q2,3510,0.695109417635543,Mr. Kevin Kedra,0.3162457309207366,male,Gabelli & Company,"('HSIC', '2018 q2')",0.0
3864,HSIC,2018 q2,3510,0.695109417635543,"Mr. Michael J. Petusky, CFA",0.7013385812788256,male,Barrington Research Associates,"('HSIC', '2018 q2')",0.0
3865,XRAY,2018 q2,3510,0.7347712759680015,"Mr. Michael J. Petusky, CFA",0.7080053015304876,male,Barrington Research Associates,"('XRAY', '2018 q2')",0.0
3866,HUM,2018 q2,3510,0.5453360726052552,Michael Newshel,0.2394794823870238,male,EVERCORE ISI,"('HUM', '2018 q2')",0.0
3867,UNH,2018 q2,3510,0.6107187432013692,Michael Newshel,0.8402903502655501,male,EVERCORE ISI,"('UNH', '2018 q2')",0.0
3868,IDXX,2018 q2,3510,0.6095147838724675,David M. Westenberg,0.2956003305104977,male,C.L. King & Associates,"('IDXX', '2018 q2')",0.0
3869,ISRG,2018 q2,3510,0.4568105412410055,"Mr. Suraj Kalia, CFA",0.1823212540683566,male,Northland Securities,"('ISRG', '2018 q2')",0.0
3870,MDT,2018 q2,3510,0.389712444835538,"Mr. Suraj Kalia, CFA",0.1043325381700832,male,Northland Securities,"('MDT', '2018 q2')",0.0
3871,ISRG,2018 q2,3510,0.4568105412410055,"Mr. Brandon Henry, CFA",0.3366360079235445,male,RBC Capital Markets,"('ISRG', '2018 q2')",0.0
3872,LH,2018 q2,3510,0.8621399224495441,Sorapong Jakteerungkul,0.6964684208539361,male,Jefferies,"('LH', '2018 q2')",0.0
3873,LH,2018 q2,3510,0.8621399224495441,Kevin Ellich,0.8224710735996682,male,Craig Hallum,"('LH', '2018 q2')",0.03856894001364708
3874,MDT,2018 q2,3510,0.389712444835538,Joanne K. Wuensch,0.0870185405540576,female,BMO Capital Markets,"('MDT', '2018 q2')",0.0
3875,MDT,2018 q2,3510,0.389712444835538,Mr. Robert Marcus,0.4036990501505811,male,JPMorgan,"('MDT', '2018 q2')",0.0
3876,RMD,2018 q2,3510,0.6354059996672655,Craig Wong-Pan,0.5869499715444452,male,Deutsche Bank,"('RMD', '2018 q2')",0.0
3877,RMD,2018 q2,3510,0.6354059996672655,"Mr. Chris Kallos, CFA",0.5868331393093694,male,"Morningstar, Inc.","('RMD', '2018 q2')",0.0
3878,RMD,2018 q2,3510,0.6354059996672655,Australia Wilson Htm Limited,0.3991926916539461,Not a person,"Auerbach Grayson & Co., Inc.","('RMD', '2018 q2')",0.0
3879,RMD,2018 q2,3510,0.6354059996672655,Mr. Sean M. Laaman,0.684060215088137,male,Morgan Stanley,"('RMD', '2018 q2')",0.03333333507180214
3880,STE,2018 q2,3510,0.4721076831617218,"Elliott L. Schlang, CFA",0.2638426321392886,male,Great Lakes/Wellington Shields,"('STE', '2018 q2')",0.0
3881,XRAY,2018 q2,3510,0.7347712759680015,"Elliott L. Schlang, CFA",0.3663145859108345,male,Great Lakes/Wellington Shields,"('XRAY', '2018 q2')",0.0
3882,STE,2018 q2,3510,0.4721076831617218,Mr. David Turkaly,0.2337521625232979,male,JMP Securities,"('STE', '2018 q2')",0.0
3883,SYK,2018 q2,3510,0.4816287611793015,Mr. David Turkaly,0.1089835020921044,male,JMP Securities,"('SYK', '2018 q2')",0.0
3884,ZBH,2018 q2,3510,0.5976786610333773,Mr. David Turkaly,0.2320927942218809,male,JMP Securities,"('ZBH', '2018 q2')",0.0
3885,UHS,2018 q2,3510,0.4887310743212321,"Dana R. Hambly, CFA",0.5826782129595788,female,Stephens Inc.,"('UHS', '2018 q2')",0.0
3886,VAR,2018 q2,3510,0.8425378275304605,"Mr. Alex Morozov, CFA",0.8887851278586114,male,"Morningstar, Inc.","('VAR', '2018 q2')",0.012873848900198936
3887,XRAY,2018 q2,3510,0.7347712759680015,"Mr. Raghuram Selvaraju, PHD",0.5698559076865388,male,"H.C. Wainwright & Co., LLC","('XRAY', '2018 q2')",0.0
3888,ABC,2018 q3,3510,0.5604456135093805,S&P pool,0.430809065221079,Not a person,CFRA Equity Research,"('ABC', '2018 q3')",0.0
3889,ABT,2018 q3,3510,0.5304663269341384,S&P pool,0.5006517437194186,Not a person,CFRA Equity Research,"('ABT', '2018 q3')",0.0
3890,CAH,2018 q3,3510,0.6777603684540382,S&P pool,0.4422544005189113,Not a person,CFRA Equity Research,"('CAH', '2018 q3')",0.0
3891,HCA,2018 q3,3510,0.4717346133874229,S&P pool,0.4640061773132562,Not a person,CFRA Equity Research,"('HCA', '2018 q3')",0.0
3892,HOLX,2018 q3,3510,0.6548332552561573,S&P pool,0.6763829014757425,Not a person,CFRA Equity Research,"('HOLX', '2018 q3')",0.0
3893,UHS,2018 q3,3510,0.4422045445062914,S&P pool,0.3122318843714464,Not a person,CFRA Equity Research,"('UHS', '2018 q3')",0.0
3894,UNH,2018 q3,3510,0.5183038763207445,S&P pool,0.3996057650909847,Not a person,CFRA Equity Research,"('UNH', '2018 q3')",0.0
3895,VAR,2018 q3,3510,0.7480209936105382,S&P pool,0.6420743655455017,Not a person,CFRA Equity Research,"('VAR', '2018 q3')",0.0
3896,ABC,2018 q3,3510,0.5604456135093805,Credit Suisse Global Product Marketing,0.5849902993038218,Not a person,Credit Suisse,"('ABC', '2018 q3')",0.0
3897,CVS,2018 q3,3510,0.5126864072912858,Credit Suisse Global Product Marketing,0.5426755133503507,Not a person,Credit Suisse,"('CVS', '2018 q3')",0.032431716565042734
3898,DHR,2018 q3,3510,0.7151565276051586,Credit Suisse Global Product Marketing,0.62035833682796,Not a person,Credit Suisse,"('DHR', '2018 q3')",0.0
3899,HUM,2018 q3,3510,0.4629861050360573,Credit Suisse Global Product Marketing,0.5964779081807239,Not a person,Credit Suisse,"('HUM', '2018 q3')",0.0
3900,ABC,2018 q3,3510,0.5604456135093805,Mr. Charles Rhyee,0.3113379458802369,male,Cowen and Company,"('ABC', '2018 q3')",0.0
3901,ANTM,2018 q3,3510,0.4331281535679069,Mr. Charles Rhyee,0.1872092413849068,male,Cowen and Company,"('ANTM', '2018 q3')",0.0
3902,CERN,2018 q3,3510,0.5824752716792185,Mr. Charles Rhyee,0.2915434545208117,male,Cowen and Company,"('CERN', '2018 q3')",0.0
3903,CI,2018 q3,3510,0.5343341623319737,Mr. Charles Rhyee,0.1665406296936253,male,Cowen and Company,"('CI', '2018 q3')",0.0
3904,CVS,2018 q3,3510,0.5126864072912858,Mr. Charles Rhyee,0.1759316602201682,male,Cowen and Company,"('CVS', '2018 q3')",0.0
3905,HUM,2018 q3,3510,0.4629861050360573,Mr. Charles Rhyee,0.1546011583678211,male,Cowen and Company,"('HUM', '2018 q3')",0.0
3906,UNH,2018 q3,3510,0.5183038763207445,Mr. Charles Rhyee,0.2294513512802526,male,Cowen and Company,"('UNH', '2018 q3')",0.0
3907,ABC,2018 q3,3510,0.5604456135093805,Mr. Steve Valiquette,0.4116254433352884,male,Barclays,"('ABC', '2018 q3')",0.024701029062271118
3908,ALGN,2018 q3,3510,0.5777346771519317,Mr. Steve Valiquette,0.1980089816505579,male,Barclays,"('ALGN', '2018 q3')",0.0
3909,ANTM,2018 q3,3510,0.4331281535679069,Mr. Steve Valiquette,0.1814065120239694,male,Barclays,"('ANTM', '2018 q3')",0.0
3910,CAH,2018 q3,3510,0.6777603684540382,Mr. Steve Valiquette,0.464643674072018,male,Barclays,"('CAH', '2018 q3')",0.0
3911,CERN,2018 q3,3510,0.5824752716792185,Mr. Steve Valiquette,0.2266588346298613,male,Barclays,"('CERN', '2018 q3')",0.0
3912,CI,2018 q3,3510,0.5343341623319737,Mr. Steve Valiquette,0.6000484275721477,male,Barclays,"('CI', '2018 q3')",0.010465244762599468
3913,HSIC,2018 q3,3510,0.5580502723071497,Mr. Steve Valiquette,0.2248593536164381,male,Barclays,"('HSIC', '2018 q3')",0.01701434887945652
3914,HUM,2018 q3,3510,0.4629861050360573,Mr. Steve Valiquette,0.0997937436347898,male,Barclays,"('HUM', '2018 q3')",0.013471637852489948
3915,UNH,2018 q3,3510,0.5183038763207445,Mr. Steve Valiquette,0.2673562784881954,male,Barclays,"('UNH', '2018 q3')",0.0
3916,XRAY,2018 q3,3510,0.7533381885403897,Mr. Steve Valiquette,0.3787559603561673,male,Barclays,"('XRAY', '2018 q3')",0.0
3917,ABC,2018 q3,3510,0.5604456135093805,Colin Scarola,0.4421444521836954,male,CFRA Equity Research,"('ABC', '2018 q3')",0.0
3918,CAH,2018 q3,3510,0.6777603684540382,Colin Scarola,0.4401724340262349,male,CFRA Equity Research,"('CAH', '2018 q3')",0.0
3919,HSIC,2018 q3,3510,0.5580502723071497,Colin Scarola,0.6333622183739506,male,CFRA Equity Research,"('HSIC', '2018 q3')",0.0
3920,ABC,2018 q3,3510,0.5604456135093805,Mr. Michael A. Cherny,0.2695904908628768,male,BofA Global Research,"('ABC', '2018 q3')",0.010196330025792122
3921,CAH,2018 q3,3510,0.6777603684540382,Mr. Michael A. Cherny,0.2691757123745503,male,BofA Global Research,"('CAH', '2018 q3')",0.0
3922,CERN,2018 q3,3510,0.5824752716792185,Mr. Michael A. Cherny,0.6224800484581774,male,BofA Global Research,"('CERN', '2018 q3')",0.03333333507180214
3923,CVS,2018 q3,3510,0.5126864072912858,Mr. Michael A. Cherny,0.4033171221187123,male,BofA Global Research,"('CVS', '2018 q3')",0.0
3924,HSIC,2018 q3,3510,0.5580502723071497,Mr. Michael A. Cherny,0.6037781447099564,male,BofA Global Research,"('HSIC', '2018 q3')",0.01666666753590107
3925,ABC,2018 q3,3510,0.5604456135093805,George Hill,0.4069242399519251,male,RBC Capital Markets,"('ABC', '2018 q3')",0.0
3926,CAH,2018 q3,3510,0.6777603684540382,George Hill,0.3833816330459473,male,RBC Capital Markets,"('CAH', '2018 q3')",0.0
3927,CERN,2018 q3,3510,0.5824752716792185,George Hill,0.2331114645775138,male,RBC Capital Markets,"('CERN', '2018 q3')",0.0
3928,CI,2018 q3,3510,0.5343341623319737,George Hill,0.2121347084200322,male,RBC Capital Markets,"('CI', '2018 q3')",0.0
3929,CVS,2018 q3,3510,0.5126864072912858,George Hill,0.2554490368131369,male,RBC Capital Markets,"('CVS', '2018 q3')",0.022290069609880447
3930,HSIC,2018 q3,3510,0.5580502723071497,George Hill,0.1892311018055401,male,RBC Capital Markets,"('HSIC', '2018 q3')",0.0
3931,ABC,2018 q3,3510,0.5604456135093805,Ms. Erin E. Wright,0.5100593604970175,female,Credit Suisse,"('ABC', '2018 q3')",0.0
3932,ALGN,2018 q3,3510,0.5777346771519317,Ms. Erin E. Wright,0.1526856587815187,female,Credit Suisse,"('ALGN', '2018 q3')",0.0
3933,CAH,2018 q3,3510,0.6777603684540382,Ms. Erin E. Wright,0.5085759634665658,female,Credit Suisse,"('CAH', '2018 q3')",0.026164641603827477
3934,IDXX,2018 q3,3510,0.6059830655983901,Ms. Erin E. Wright,0.4250473575049278,female,Credit Suisse,"('IDXX', '2018 q3')",0.0
3935,XRAY,2018 q3,3510,0.7533381885403897,Ms. Erin E. Wright,0.6418507164934306,female,Credit Suisse,"('XRAY', '2018 q3')",0.0
3936,ABC,2018 q3,3510,0.5604456135093805,Joseph Agnese,0.4723148665578772,male,CFRA Equity Research,"('ABC', '2018 q3')",0.0
3937,CAH,2018 q3,3510,0.6777603684540382,Joseph Agnese,0.4430489631357104,male,CFRA Equity Research,"('CAH', '2018 q3')",0.0
3938,ABT,2018 q3,3510,0.5304663269341384,Ms. Danielle J. Antalffy,0.1406317072220631,female,SVB Leerink,"('ABT', '2018 q3')",0.010104176588356495
3939,BAX,2018 q3,3510,0.6439470098837698,Ms. Danielle J. Antalffy,0.3408303275783591,female,SVB Leerink,"('BAX', '2018 q3')",0.0
3940,ABT,2018 q3,3510,0.5304663269341384,Acquisdata Research Team,0.6634729000342328,Not a person,Acquisdata,"('ABT', '2018 q3')",0.0
3941,BAX,2018 q3,3510,0.6439470098837698,Acquisdata Research Team,0.6483690110586066,Not a person,Acquisdata,"('BAX', '2018 q3')",0.0
3942,ABT,2018 q3,3510,0.5304663269341384,Mr. Glenn Novarro,0.1611463810142467,male,RBC Capital Markets,"('ABT', '2018 q3')",0.0
3943,BAX,2018 q3,3510,0.6439470098837698,Mr. Glenn Novarro,0.6503054504403806,male,RBC Capital Markets,"('BAX', '2018 q3')",0.03333333507180214
3944,BDX,2018 q3,3510,0.656924978773417,Mr. Glenn Novarro,0.3890669264891752,male,RBC Capital Markets,"('BDX', '2018 q3')",0.0
3945,EW,2018 q3,3510,0.5411337190657974,Mr. Glenn Novarro,0.224164575566643,male,RBC Capital Markets,"('EW', '2018 q3')",0.0
3946,MDT,2018 q3,3510,0.374300946128251,Mr. Glenn Novarro,0.3060342436389012,male,RBC Capital Markets,"('MDT', '2018 q3')",0.0
3947,ZBH,2018 q3,3510,0.4072445768128208,Mr. Glenn Novarro,0.1932972203835962,male,RBC Capital Markets,"('ZBH', '2018 q3')",0.0
3948,ABT,2018 q3,3510,0.5304663269341384,Sean Lavin,0.143322876570018,male,BTIG,"('ABT', '2018 q3')",0.03314994741231203
3949,EW,2018 q3,3510,0.5411337190657974,Sean Lavin,0.2785215659113472,male,BTIG,"('EW', '2018 q3')",0.03479902446269989
3950,HOLX,2018 q3,3510,0.6548332552561573,Sean Lavin,0.2597522667390121,male,BTIG,"('HOLX', '2018 q3')",0.0
3951,ISRG,2018 q3,3510,0.4904390291098711,Sean Lavin,0.3068744079309791,male,BTIG,"('ISRG', '2018 q3')",0.0
3952,MDT,2018 q3,3510,0.374300946128251,Sean Lavin,0.1025873766607853,male,BTIG,"('MDT', '2018 q3')",0.0
3953,VAR,2018 q3,3510,0.7480209936105382,Sean Lavin,0.4946071096899634,male,BTIG,"('VAR', '2018 q3')",0.0
3954,ABT,2018 q3,3510,0.5304663269341384,Ms. Margaret Kaczor,0.2502358367722982,female,William Blair & Company,"('ABT', '2018 q3')",0.0
3955,BAX,2018 q3,3510,0.6439470098837698,Ms. Margaret Kaczor,0.2439023470024564,female,William Blair & Company,"('BAX', '2018 q3')",0.0
3956,MDT,2018 q3,3510,0.374300946128251,Ms. Margaret Kaczor,0.0906048562988425,female,William Blair & Company,"('MDT', '2018 q3')",0.010468896478414536
3957,ABT,2018 q3,3510,0.5304663269341384,Lawrence H. Biegelsen,0.2123899445636412,male,"Wells Fargo Securities, LLC","('ABT', '2018 q3')",0.01666666753590107
3958,BAX,2018 q3,3510,0.6439470098837698,Lawrence H. Biegelsen,0.3077193295414894,male,"Wells Fargo Securities, LLC","('BAX', '2018 q3')",0.008333333767950535
3959,BDX,2018 q3,3510,0.656924978773417,Lawrence H. Biegelsen,0.2684347264324686,male,"Wells Fargo Securities, LLC","('BDX', '2018 q3')",0.0
3960,EW,2018 q3,3510,0.5411337190657974,Lawrence H. Biegelsen,0.2182836503434675,male,"Wells Fargo Securities, LLC","('EW', '2018 q3')",0.0
3961,ISRG,2018 q3,3510,0.4904390291098711,Lawrence H. Biegelsen,0.1717128755444971,male,"Wells Fargo Securities, LLC","('ISRG', '2018 q3')",0.0
3962,MDT,2018 q3,3510,0.374300946128251,Lawrence H. Biegelsen,0.0728735122222925,male,"Wells Fargo Securities, LLC","('MDT', '2018 q3')",0.0
3963,SYK,2018 q3,3510,0.4757457298114016,Lawrence H. Biegelsen,0.1981416567175681,male,"Wells Fargo Securities, LLC","('SYK', '2018 q3')",0.0
3964,ZBH,2018 q3,3510,0.4072445768128208,Lawrence H. Biegelsen,0.1837908063993211,male,"Wells Fargo Securities, LLC","('ZBH', '2018 q3')",0.0
3965,ABT,2018 q3,3510,0.5304663269341384,Mr. Christopher Pasquale,0.1704641168756323,male,Guggenheim Securities LLC,"('ABT', '2018 q3')",0.0
3966,COO,2018 q3,3510,0.550844018409163,Mr. Christopher Pasquale,0.3028159898979361,male,Guggenheim Securities LLC,"('COO', '2018 q3')",0.012038832530379295
3967,DXCM,2018 q3,3510,0.5245850751518835,Mr. Christopher Pasquale,0.147852713930762,male,Guggenheim Securities LLC,"('DXCM', '2018 q3')",0.0
3968,EW,2018 q3,3510,0.5411337190657974,Mr. Christopher Pasquale,0.1758874498019332,male,Guggenheim Securities LLC,"('EW', '2018 q3')",0.0
3969,ZBH,2018 q3,3510,0.4072445768128208,Mr. Christopher Pasquale,0.195801862356544,male,Guggenheim Securities LLC,"('ZBH', '2018 q3')",0.0
3970,ABT,2018 q3,3510,0.5304663269341384,Mr. Vijay M. Kumar,0.6971095991919002,male,EVERCORE ISI,"('ABT', '2018 q3')",0.03333333507180214
3971,MDT,2018 q3,3510,0.374300946128251,Mr. Vijay M. Kumar,0.5010761995738,male,EVERCORE ISI,"('MDT', '2018 q3')",0.0
3972,VAR,2018 q3,3510,0.7480209936105382,Mr. Vijay M. Kumar,0.4971541233418429,male,EVERCORE ISI,"('VAR', '2018 q3')",0.0
3973,ABT,2018 q3,3510,0.5304663269341384,Mr. Ravindra kulkarni,0.6632110019315757,male,Crispidea,"('ABT', '2018 q3')",0.0
3974,ANTM,2018 q3,3510,0.4331281535679069,Mr. Ravindra kulkarni,0.5748701826040375,male,Crispidea,"('ANTM', '2018 q3')",0.0
3975,BDX,2018 q3,3510,0.656924978773417,Mr. Ravindra kulkarni,0.808555014481455,male,Crispidea,"('BDX', '2018 q3')",0.0
3976,CERN,2018 q3,3510,0.5824752716792185,Mr. Ravindra kulkarni,0.4204363578505998,male,Crispidea,"('CERN', '2018 q3')",0.0
3977,DHR,2018 q3,3510,0.7151565276051586,Mr. Ravindra kulkarni,0.7149910108886803,male,Crispidea,"('DHR', '2018 q3')",0.0
3978,MDT,2018 q3,3510,0.374300946128251,Mr. Ravindra kulkarni,0.4032288407915952,male,Crispidea,"('MDT', '2018 q3')",0.0
3979,UNH,2018 q3,3510,0.5183038763207445,Mr. Ravindra kulkarni,0.7181807334155546,male,Crispidea,"('UNH', '2018 q3')",0.0
3980,ABT,2018 q3,3510,0.5304663269341384,"Kevin Huang, CFA",0.5034397130197316,male,CFRA Equity Research,"('ABT', '2018 q3')",0.0
3981,ALGN,2018 q3,3510,0.5777346771519317,"Kevin Huang, CFA",0.6790248876301497,male,CFRA Equity Research,"('ALGN', '2018 q3')",0.0
3982,BAX,2018 q3,3510,0.6439470098837698,"Kevin Huang, CFA",0.7585927438611311,male,CFRA Equity Research,"('BAX', '2018 q3')",0.0
3983,BDX,2018 q3,3510,0.656924978773417,"Kevin Huang, CFA",0.7624000645636418,male,CFRA Equity Research,"('BDX', '2018 q3')",0.0
3984,COO,2018 q3,3510,0.550844018409163,"Kevin Huang, CFA",0.7818081359219039,male,CFRA Equity Research,"('COO', '2018 q3')",0.0
3985,CVS,2018 q3,3510,0.5126864072912858,"Kevin Huang, CFA",0.6123965083657327,male,CFRA Equity Research,"('CVS', '2018 q3')",0.0
3986,DGX,2018 q3,3510,0.6118704949348195,"Kevin Huang, CFA",0.7328990435486652,male,CFRA Equity Research,"('DGX', '2018 q3')",0.0
3987,DHR,2018 q3,3510,0.7151565276051586,"Kevin Huang, CFA",0.8164548682029275,male,CFRA Equity Research,"('DHR', '2018 q3')",0.0
3988,DVA,2018 q3,3510,0.6396755584977669,"Kevin Huang, CFA",0.677532389066312,male,CFRA Equity Research,"('DVA', '2018 q3')",0.0
3989,DXCM,2018 q3,3510,0.5245850751518835,"Kevin Huang, CFA",0.7303540174845418,male,CFRA Equity Research,"('DXCM', '2018 q3')",0.0
3990,EW,2018 q3,3510,0.5411337190657974,"Kevin Huang, CFA",0.5662212302073458,male,CFRA Equity Research,"('EW', '2018 q3')",0.0
3991,HCA,2018 q3,3510,0.4717346133874229,"Kevin Huang, CFA",0.4631629976938639,male,CFRA Equity Research,"('HCA', '2018 q3')",0.0
3992,HOLX,2018 q3,3510,0.6548332552561573,"Kevin Huang, CFA",0.6793162456576086,male,CFRA Equity Research,"('HOLX', '2018 q3')",0.0
3993,IDXX,2018 q3,3510,0.6059830655983901,"Kevin Huang, CFA",0.7381485511122472,male,CFRA Equity Research,"('IDXX', '2018 q3')",0.0
3994,ISRG,2018 q3,3510,0.4904390291098711,"Kevin Huang, CFA",0.5660693182842355,male,CFRA Equity Research,"('ISRG', '2018 q3')",0.0
3995,LH,2018 q3,3510,0.6951388348563257,"Kevin Huang, CFA",0.7231274983447551,male,CFRA Equity Research,"('LH', '2018 q3')",0.0
3996,MDT,2018 q3,3510,0.374300946128251,"Kevin Huang, CFA",0.5015115060519779,male,CFRA Equity Research,"('MDT', '2018 q3')",0.0
3997,RMD,2018 q3,3510,0.6435082009971275,"Kevin Huang, CFA",0.6613268327317027,male,CFRA Equity Research,"('RMD', '2018 q3')",0.0
3998,SYK,2018 q3,3510,0.4757457298114016,"Kevin Huang, CFA",0.6750601910059965,male,CFRA Equity Research,"('SYK', '2018 q3')",0.0
3999,TFX,2018 q3,3510,0.7480664559676409,"Kevin Huang, CFA",0.8306577606515065,male,CFRA Equity Research,"('TFX', '2018 q3')",0.0
4000,UHS,2018 q3,3510,0.4422045445062914,"Kevin Huang, CFA",0.3162953320070373,male,CFRA Equity Research,"('UHS', '2018 q3')",0.0
4001,VAR,2018 q3,3510,0.7480209936105382,"Kevin Huang, CFA",0.6391065456945312,male,CFRA Equity Research,"('VAR', '2018 q3')",0.0
4002,XRAY,2018 q3,3510,0.7533381885403897,"Kevin Huang, CFA",0.8396697263554546,male,CFRA Equity Research,"('XRAY', '2018 q3')",0.0
4003,ZBH,2018 q3,3510,0.4072445768128208,"Kevin Huang, CFA",0.7430744429583354,male,CFRA Equity Research,"('ZBH', '2018 q3')",0.0
4004,ABT,2018 q3,3510,0.5304663269341384,"Joshua T. Jennings, MD",0.1207870715142137,male,Cowen and Company,"('ABT', '2018 q3')",0.0
4005,BAX,2018 q3,3510,0.6439470098837698,"Joshua T. Jennings, MD",0.2298889426657188,male,Cowen and Company,"('BAX', '2018 q3')",0.0
4006,MDT,2018 q3,3510,0.374300946128251,"Joshua T. Jennings, MD",0.142840344639839,male,Cowen and Company,"('MDT', '2018 q3')",0.0
4007,ABT,2018 q3,3510,0.5304663269341384,Ms. Debbie S. Wang,0.5909291647164273,female,"Morningstar, Inc.","('ABT', '2018 q3')",0.0
4008,HOLX,2018 q3,3510,0.6548332552561573,Ms. Debbie S. Wang,0.8738820882875729,female,"Morningstar, Inc.","('HOLX', '2018 q3')",0.0
4009,MDT,2018 q3,3510,0.374300946128251,Ms. Debbie S. Wang,0.5879559216695714,female,"Morningstar, Inc.","('MDT', '2018 q3')",0.0
4010,ZBH,2018 q3,3510,0.4072445768128208,Ms. Debbie S. Wang,0.6970527099909833,female,"Morningstar, Inc.","('ZBH', '2018 q3')",0.0
4011,ALGN,2018 q3,3510,0.5777346771519317,Ms. Elizabeth Anderson,0.1696007236887974,female,EVERCORE ISI,"('ALGN', '2018 q3')",0.0
4012,ALGN,2018 q3,3510,0.5777346771519317,"Christopher C. Cooley, CFA",0.32338103407855,male,Stephens Inc.,"('ALGN', '2018 q3')",0.03254516422748566
4013,COO,2018 q3,3510,0.550844018409163,"Christopher C. Cooley, CFA",0.3098508945692446,male,Stephens Inc.,"('COO', '2018 q3')",0.0
4014,DXCM,2018 q3,3510,0.5245850751518835,"Christopher C. Cooley, CFA",0.4623333982038182,male,Stephens Inc.,"('DXCM', '2018 q3')",0.015926850959658623
4015,HSIC,2018 q3,3510,0.5580502723071497,"Christopher C. Cooley, CFA",0.4008564743777786,male,Stephens Inc.,"('HSIC', '2018 q3')",0.0
4016,STE,2018 q3,3510,0.5165232178537997,"Christopher C. Cooley, CFA",0.3452075978742113,male,Stephens Inc.,"('STE', '2018 q3')",0.0
4017,TFX,2018 q3,3510,0.7480664559676409,"Christopher C. Cooley, CFA",0.5763484359284485,male,Stephens Inc.,"('TFX', '2018 q3')",0.0
4018,XRAY,2018 q3,3510,0.7533381885403897,"Christopher C. Cooley, CFA",0.5612541874736436,male,Stephens Inc.,"('XRAY', '2018 q3')",0.0
4019,ALGN,2018 q3,3510,0.5777346771519317,Mr. Steve Beuchaw,0.35608362983721,male,Morgan Stanley,"('ALGN', '2018 q3')",0.0
4020,ALGN,2018 q3,3510,0.5777346771519317,Stephen W. Suttmeier,0.7434251713098894,male,BofA Global Research,"('ALGN', '2018 q3')",0.10879099741578102
4021,ALGN,2018 q3,3510,0.5777346771519317,Mr. Dave Keiser,0.4993898737660042,male,Northcoast Research,"('ALGN', '2018 q3')",0.04861670359969139
4022,COO,2018 q3,3510,0.550844018409163,Mr. Dave Keiser,0.2327027647690691,male,Northcoast Research,"('COO', '2018 q3')",0.03840332229932149
4023,STE,2018 q3,3510,0.5165232178537997,Mr. Dave Keiser,0.2742580170960353,male,Northcoast Research,"('STE', '2018 q3')",0.014285890385508537
4024,SYK,2018 q3,3510,0.4757457298114016,Mr. Dave Keiser,0.2480793182763007,male,Northcoast Research,"('SYK', '2018 q3')",0.01904785819351673
4025,ZBH,2018 q3,3510,0.4072445768128208,Mr. Dave Keiser,0.1876446953492164,male,Northcoast Research,"('ZBH', '2018 q3')",0.025081702740862966
4026,ALGN,2018 q3,3510,0.5777346771519317,Mr. Richard Newitter,0.1924302232715075,male,SVB Leerink,"('ALGN', '2018 q3')",0.0
4027,BDX,2018 q3,3510,0.656924978773417,Mr. Richard Newitter,0.3547309656670201,male,SVB Leerink,"('BDX', '2018 q3')",0.0
4028,HOLX,2018 q3,3510,0.6548332552561573,Mr. Richard Newitter,0.3092618067940829,male,SVB Leerink,"('HOLX', '2018 q3')",0.0
4029,ISRG,2018 q3,3510,0.4904390291098711,Mr. Richard Newitter,0.1760180777104248,male,SVB Leerink,"('ISRG', '2018 q3')",0.0
4030,ZBH,2018 q3,3510,0.4072445768128208,Mr. Richard Newitter,0.1632958521138978,male,SVB Leerink,"('ZBH', '2018 q3')",0.0
4031,ALGN,2018 q3,3510,0.5777346771519317,Mr. Matthew O. O'Brien,0.3184241384772176,male,Piper Sandler Companies,"('ALGN', '2018 q3')",0.00827410165220499
4032,BAX,2018 q3,3510,0.6439470098837698,Mr. Matthew O. O'Brien,0.398930172062074,male,Piper Sandler Companies,"('BAX', '2018 q3')",0.0
4033,MDT,2018 q3,3510,0.374300946128251,Mr. Matthew O. O'Brien,0.1530659456747932,male,Piper Sandler Companies,"('MDT', '2018 q3')",0.0
4034,ZBH,2018 q3,3510,0.4072445768128208,Mr. Matthew O. O'Brien,0.2374396434603936,male,Piper Sandler Companies,"('ZBH', '2018 q3')",0.0
4035,ALGN,2018 q3,3510,0.5777346771519317,Mr. Michael Ryskin,0.5822882096730733,male,BofA Global Research,"('ALGN', '2018 q3')",0.03333333507180214
4036,ALGN,2018 q3,3510,0.5777346771519317,Ravi Misra,0.4039131223138326,male,Berenberg,"('ALGN', '2018 q3')",0.0
4037,DXCM,2018 q3,3510,0.5245850751518835,Ravi Misra,0.3158906811564463,male,Berenberg,"('DXCM', '2018 q3')",0.025049366056919098
4038,ALGN,2018 q3,3510,0.5777346771519317,"John C. Kreger, III",0.2299467828060714,male,William Blair & Company,"('ALGN', '2018 q3')",0.0
4039,CAH,2018 q3,3510,0.6777603684540382,"John C. Kreger, III",0.4878301123816707,male,William Blair & Company,"('CAH', '2018 q3')",0.0
4040,HSIC,2018 q3,3510,0.5580502723071497,"John C. Kreger, III",0.3058168461961727,male,William Blair & Company,"('HSIC', '2018 q3')",0.0
4041,XRAY,2018 q3,3510,0.7533381885403897,"John C. Kreger, III",0.4219806223884467,male,William Blair & Company,"('XRAY', '2018 q3')",0.0
4042,ALGN,2018 q3,3510,0.5777346771519317,Mr. Glen J. Santangelo,0.9726477808264474,male,Deutsche Bank,"('ALGN', '2018 q3')",0.0
4043,CAH,2018 q3,3510,0.6777603684540382,Mr. Glen J. Santangelo,0.9749931058248557,male,Deutsche Bank,"('CAH', '2018 q3')",0.0
4044,CVS,2018 q3,3510,0.5126864072912858,Mr. Glen J. Santangelo,0.79485502187213,male,Deutsche Bank,"('CVS', '2018 q3')",0.0
4045,XRAY,2018 q3,3510,0.7533381885403897,Mr. Glen J. Santangelo,0.9565573723365692,male,Deutsche Bank,"('XRAY', '2018 q3')",0.0
4046,ALGN,2018 q3,3510,0.5777346771519317,Mr. Brandon Couillard,0.2365332311281052,male,Jefferies,"('ALGN', '2018 q3')",0.0
4047,BDX,2018 q3,3510,0.656924978773417,Mr. Brandon Couillard,0.4319245361350595,male,Jefferies,"('BDX', '2018 q3')",0.0
4048,DHR,2018 q3,3510,0.7151565276051586,Mr. Brandon Couillard,0.3477116539267572,male,Jefferies,"('DHR', '2018 q3')",0.0
4049,HSIC,2018 q3,3510,0.5580502723071497,Mr. Brandon Couillard,0.2449154318838549,male,Jefferies,"('HSIC', '2018 q3')",0.011452713049948215
4050,ANTM,2018 q3,3510,0.4331281535679069,Peter H. Costa,0.2164961577251003,male,"Wells Fargo Securities, LLC","('ANTM', '2018 q3')",0.0
4051,CI,2018 q3,3510,0.5343341623319737,Peter H. Costa,0.246464625476121,male,"Wells Fargo Securities, LLC","('CI', '2018 q3')",0.0
4052,CNC,2018 q3,3510,0.438308385123097,Peter H. Costa,0.3600301682322149,male,"Wells Fargo Securities, LLC","('CNC', '2018 q3')",0.0
4053,CVS,2018 q3,3510,0.5126864072912858,Peter H. Costa,0.252344109525432,male,"Wells Fargo Securities, LLC","('CVS', '2018 q3')",0.012446852400898933
4054,HCA,2018 q3,3510,0.4717346133874229,Peter H. Costa,0.6750707048582695,male,"Wells Fargo Securities, LLC","('HCA', '2018 q3')",0.03333333507180214
4055,HUM,2018 q3,3510,0.4629861050360573,Peter H. Costa,0.1845956437923321,male,"Wells Fargo Securities, LLC","('HUM', '2018 q3')",0.0
4056,UHS,2018 q3,3510,0.4422045445062914,Peter H. Costa,0.4462595345802191,male,"Wells Fargo Securities, LLC","('UHS', '2018 q3')",0.0
4057,UNH,2018 q3,3510,0.5183038763207445,Peter H. Costa,0.1914429349782532,male,"Wells Fargo Securities, LLC","('UNH', '2018 q3')",0.0
4058,ANTM,2018 q3,3510,0.4331281535679069,Mr. Scott H. Kessler,0.3949893801343387,male,CFRA Equity Research,"('ANTM', '2018 q3')",0.0
4059,ANTM,2018 q3,3510,0.4331281535679069,Justin Lake,0.4417068185992659,male,Wolfe Research,"('ANTM', '2018 q3')",0.0
4060,CNC,2018 q3,3510,0.438308385123097,Justin Lake,0.2548414216173764,male,Wolfe Research,"('CNC', '2018 q3')",0.010656371712684631
4061,DVA,2018 q3,3510,0.6396755584977669,Justin Lake,0.659549462536797,male,Wolfe Research,"('DVA', '2018 q3')",0.0
4062,UNH,2018 q3,3510,0.5183038763207445,Justin Lake,0.6482539065539572,male,Wolfe Research,"('UNH', '2018 q3')",0.04343641176819801
4063,ANTM,2018 q3,3510,0.4331281535679069,"Mr. Jeffrey Loo, CFA",0.3868270107635748,male,CFRA Equity Research,"('ANTM', '2018 q3')",0.0
4064,CERN,2018 q3,3510,0.5824752716792185,"Mr. Jeffrey Loo, CFA",0.687273559231157,male,CFRA Equity Research,"('CERN', '2018 q3')",0.016486541600897908
4065,CI,2018 q3,3510,0.5343341623319737,"Mr. Jeffrey Loo, CFA",0.4455114187743335,male,CFRA Equity Research,"('CI', '2018 q3')",0.0
4066,CNC,2018 q3,3510,0.438308385123097,"Mr. Jeffrey Loo, CFA",0.4598567129528951,male,CFRA Equity Research,"('CNC', '2018 q3')",0.0
4067,HUM,2018 q3,3510,0.4629861050360573,"Mr. Jeffrey Loo, CFA",0.4173441543383331,male,CFRA Equity Research,"('HUM', '2018 q3')",0.0
4068,UNH,2018 q3,3510,0.5183038763207445,"Mr. Jeffrey Loo, CFA",0.3938382617854019,male,CFRA Equity Research,"('UNH', '2018 q3')",0.0
4069,ANTM,2018 q3,3510,0.4331281535679069,"Mr. Kevin M. Fischbeck, CFA",0.1339544092223646,male,BofA Global Research,"('ANTM', '2018 q3')",0.01780858263373375
4070,CI,2018 q3,3510,0.5343341623319737,"Mr. Kevin M. Fischbeck, CFA",0.6291464393515426,male,BofA Global Research,"('CI', '2018 q3')",0.03910548612475395
4071,HCA,2018 q3,3510,0.4717346133874229,"Mr. Kevin M. Fischbeck, CFA",0.3372488949525303,male,BofA Global Research,"('HCA', '2018 q3')",0.0
4072,HUM,2018 q3,3510,0.4629861050360573,"Mr. Kevin M. Fischbeck, CFA",0.2291953577066178,male,BofA Global Research,"('HUM', '2018 q3')",0.0
4073,UHS,2018 q3,3510,0.4422045445062914,"Mr. Kevin M. Fischbeck, CFA",0.4885294937682536,male,BofA Global Research,"('UHS', '2018 q3')",0.0
4074,ANTM,2018 q3,3510,0.4331281535679069,Mr. Zachary Sopcak,0.2223302634200654,male,Morgan Stanley,"('ANTM', '2018 q3')",0.0
4075,HUM,2018 q3,3510,0.4629861050360573,Mr. Zachary Sopcak,0.1961993417186698,male,Morgan Stanley,"('HUM', '2018 q3')",0.0
4076,ANTM,2018 q3,3510,0.4331281535679069,Mr. A.J. Rice,0.1903814935198519,male,Credit Suisse,"('ANTM', '2018 q3')",0.0
4077,CI,2018 q3,3510,0.5343341623319737,Mr. A.J. Rice,0.2990010698983756,male,Credit Suisse,"('CI', '2018 q3')",0.0
4078,CNC,2018 q3,3510,0.438308385123097,Mr. A.J. Rice,0.2848200802072594,male,Credit Suisse,"('CNC', '2018 q3')",0.0
4079,HCA,2018 q3,3510,0.4717346133874229,Mr. A.J. Rice,0.2723524391100587,male,Credit Suisse,"('HCA', '2018 q3')",0.0
4080,HUM,2018 q3,3510,0.4629861050360573,Mr. A.J. Rice,0.2361772324606399,male,Credit Suisse,"('HUM', '2018 q3')",0.0
4081,ANTM,2018 q3,3510,0.4331281535679069,Ms. Shejal Ajmera,0.4899533335621328,female,Crispidea,"('ANTM', '2018 q3')",0.0
4082,ANTM,2018 q3,3510,0.4331281535679069,"Frank G. Morgan, CFA",0.0858699245716411,male,RBC Capital Markets,"('ANTM', '2018 q3')",0.0
4083,CI,2018 q3,3510,0.5343341623319737,"Frank G. Morgan, CFA",0.171567860716409,male,RBC Capital Markets,"('CI', '2018 q3')",0.0
4084,HCA,2018 q3,3510,0.4717346133874229,"Frank G. Morgan, CFA",0.2644762718785187,male,RBC Capital Markets,"('HCA', '2018 q3')",0.0
4085,HUM,2018 q3,3510,0.4629861050360573,"Frank G. Morgan, CFA",0.1118756959575574,male,RBC Capital Markets,"('HUM', '2018 q3')",0.0
4086,UNH,2018 q3,3510,0.5183038763207445,"Frank G. Morgan, CFA",0.1580157428342546,male,RBC Capital Markets,"('UNH', '2018 q3')",0.0
4087,ANTM,2018 q3,3510,0.4331281535679069,David S. MacDonald,0.1894224114704628,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2018 q3')",0.0
4088,CI,2018 q3,3510,0.5343341623319737,David S. MacDonald,0.1570242509015677,male,SunTrust Robinson Humphrey Capital Markets,"('CI', '2018 q3')",0.0
4089,CNC,2018 q3,3510,0.438308385123097,David S. MacDonald,0.2761177076885719,male,SunTrust Robinson Humphrey Capital Markets,"('CNC', '2018 q3')",0.02952427137643099
4090,CVS,2018 q3,3510,0.5126864072912858,David S. MacDonald,0.1615529619419136,male,SunTrust Robinson Humphrey Capital Markets,"('CVS', '2018 q3')",0.0
4091,DGX,2018 q3,3510,0.6118704949348195,David S. MacDonald,0.3072904497537961,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2018 q3')",0.0
4092,DVA,2018 q3,3510,0.6396755584977669,David S. MacDonald,0.5544558375934376,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2018 q3')",0.0
4093,HCA,2018 q3,3510,0.4717346133874229,David S. MacDonald,0.1406148127116757,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2018 q3')",0.023854877799749374
4094,HUM,2018 q3,3510,0.4629861050360573,David S. MacDonald,0.1686108183530534,male,SunTrust Robinson Humphrey Capital Markets,"('HUM', '2018 q3')",0.0
4095,LH,2018 q3,3510,0.6951388348563257,David S. MacDonald,0.4641393231084809,male,SunTrust Robinson Humphrey Capital Markets,"('LH', '2018 q3')",0.0
4096,UNH,2018 q3,3510,0.5183038763207445,David S. MacDonald,0.1651329361123213,male,SunTrust Robinson Humphrey Capital Markets,"('UNH', '2018 q3')",0.0
4097,ANTM,2018 q3,3510,0.4331281535679069,Ms. Sarah E. James,0.3475564429772888,female,Piper Sandler Companies,"('ANTM', '2018 q3')",0.0
4098,CI,2018 q3,3510,0.5343341623319737,Ms. Sarah E. James,0.2379893373897426,female,Piper Sandler Companies,"('CI', '2018 q3')",0.0
4099,CNC,2018 q3,3510,0.438308385123097,Ms. Sarah E. James,0.2700303462916449,female,Piper Sandler Companies,"('CNC', '2018 q3')",0.0
4100,HCA,2018 q3,3510,0.4717346133874229,Ms. Sarah E. James,0.1414747946468898,female,Piper Sandler Companies,"('HCA', '2018 q3')",0.0
4101,HUM,2018 q3,3510,0.4629861050360573,Ms. Sarah E. James,0.1972437499508567,female,Piper Sandler Companies,"('HUM', '2018 q3')",0.007527413157125314
4102,UNH,2018 q3,3510,0.5183038763207445,Ms. Sarah E. James,0.2140682059275288,female,Piper Sandler Companies,"('UNH', '2018 q3')",0.0
4103,BAX,2018 q3,3510,0.6439470098837698,SADIF Research,0.9783878662672184,Not a person,Sadif Analytics Prime,"('BAX', '2018 q3')",0.9780242741107941
4104,CERN,2018 q3,3510,0.5824752716792185,SADIF Research,0.9685734119690352,Not a person,Sadif Analytics Prime,"('CERN', '2018 q3')",0.9516505002975464
4105,DHR,2018 q3,3510,0.7151565276051586,SADIF Research,0.9612264066341766,Not a person,Sadif Analytics Prime,"('DHR', '2018 q3')",0.9471594095230103
4106,EW,2018 q3,3510,0.5411337190657974,SADIF Research,0.9709726015831034,Not a person,Sadif Analytics Prime,"('EW', '2018 q3')",0.9478511810302734
4107,VAR,2018 q3,3510,0.7480209936105382,SADIF Research,0.99696798399312,Not a person,Sadif Analytics Prime,"('VAR', '2018 q3')",0.9541965126991272
4108,BDX,2018 q3,3510,0.656924978773417,"Mr. Alex Morozov, CFA",0.9087248201554844,male,"Morningstar, Inc.","('BDX', '2018 q3')",0.0
4109,ISRG,2018 q3,3510,0.4904390291098711,"Mr. Alex Morozov, CFA",0.5967378435138216,male,"Morningstar, Inc.","('ISRG', '2018 q3')",0.0
4110,BDX,2018 q3,3510,0.656924978773417,"Brian D. Weinstein, CFA",0.3311842825536922,male,William Blair & Company,"('BDX', '2018 q3')",0.0
4111,TFX,2018 q3,3510,0.7480664559676409,"Brian D. Weinstein, CFA",0.5935765931747687,male,William Blair & Company,"('TFX', '2018 q3')",0.0
4112,CAH,2018 q3,3510,0.6777603684540382,Mr. Ross Muken,0.9135488943898672,male,EVERCORE ISI,"('CAH', '2018 q3')",0.0
4113,CERN,2018 q3,3510,0.5824752716792185,Mr. Ross Muken,0.5852316265499299,male,EVERCORE ISI,"('CERN', '2018 q3')",0.0
4114,CI,2018 q3,3510,0.5343341623319737,Mr. Ross Muken,0.8204143482764397,male,EVERCORE ISI,"('CI', '2018 q3')",0.010968348942697048
4115,DGX,2018 q3,3510,0.6118704949348195,Mr. Ross Muken,0.4745709002018177,male,EVERCORE ISI,"('DGX', '2018 q3')",0.0
4116,DHR,2018 q3,3510,0.7151565276051586,Mr. Ross Muken,0.419421903605659,male,EVERCORE ISI,"('DHR', '2018 q3')",0.0
4117,HSIC,2018 q3,3510,0.5580502723071497,Mr. Ross Muken,0.5996108295411681,male,EVERCORE ISI,"('HSIC', '2018 q3')",0.0
4118,CAH,2018 q3,3510,0.6777603684540382,Mr. Brian Tanquilut,0.435982687924167,male,Jefferies,"('CAH', '2018 q3')",0.0
4119,HCA,2018 q3,3510,0.4717346133874229,Mr. Brian Tanquilut,0.2824171576937628,male,Jefferies,"('HCA', '2018 q3')",0.0
4120,LH,2018 q3,3510,0.6951388348563257,Mr. Brian Tanquilut,0.3692068935459159,male,Jefferies,"('LH', '2018 q3')",0.0
4121,CERN,2018 q3,3510,0.5824752716792185,Mr. Richard Close,0.3645402895943307,male,Canaccord Genuity,"('CERN', '2018 q3')",0.036500897258520126
4122,CERN,2018 q3,3510,0.5824752716792185,Sean W. Dodge,0.2615169934759139,male,Jefferies,"('CERN', '2018 q3')",0.0
4123,CERN,2018 q3,3510,0.5824752716792185,"Mr. Sandy Y. Draper, CFA",0.1999261388868637,male,SunTrust Robinson Humphrey Capital Markets,"('CERN', '2018 q3')",0.0
4124,CERN,2018 q3,3510,0.5824752716792185,Sean W. Wieland,0.2113811479394987,male,Piper Sandler Companies,"('CERN', '2018 q3')",0.0
4125,CI,2018 q3,3510,0.5343341623319737,Mr. Vishnu Lekraj,0.6369209334963842,male,"Morningstar, Inc.","('CI', '2018 q3')",0.0
4126,CVS,2018 q3,3510,0.5126864072912858,Mr. Vishnu Lekraj,0.5780943768652892,male,"Morningstar, Inc.","('CVS', '2018 q3')",0.0
4127,HUM,2018 q3,3510,0.4629861050360573,Mr. Vishnu Lekraj,0.8264253220803978,male,"Morningstar, Inc.","('HUM', '2018 q3')",0.0
4128,UNH,2018 q3,3510,0.5183038763207445,Mr. Vishnu Lekraj,0.6244190702411383,male,"Morningstar, Inc.","('UNH', '2018 q3')",0.0
4129,CI,2018 q3,3510,0.5343341623319737,"David H. Windley, CFA, CPA, CFA",0.2834135214268268,male,Jefferies,"('CI', '2018 q3')",0.0
4130,HUM,2018 q3,3510,0.4629861050360573,"David H. Windley, CFA, CPA, CFA",0.3147728372765643,male,Jefferies,"('HUM', '2018 q3')",0.0
4131,CI,2018 q3,3510,0.5343341623319737,"Ms. Anagha A. Gupte, PHD",0.1922547934483334,female,SVB Leerink,"('CI', '2018 q3')",0.0
4132,HCA,2018 q3,3510,0.4717346133874229,"Ms. Anagha A. Gupte, PHD",0.1515292986664332,female,SVB Leerink,"('HCA', '2018 q3')",0.0
4133,HUM,2018 q3,3510,0.4629861050360573,"Ms. Anagha A. Gupte, PHD",0.0759919014650413,female,SVB Leerink,"('HUM', '2018 q3')",0.0
4134,CI,2018 q3,3510,0.5343341623319737,Chris Kuiper,0.451195785172704,male,CFRA Equity Research,"('CI', '2018 q3')",0.0
4135,CNC,2018 q3,3510,0.438308385123097,Chris Kuiper,0.4695307773644523,male,CFRA Equity Research,"('CNC', '2018 q3')",0.0
4136,CI,2018 q3,3510,0.5343341623319737,Michael D. Wiederhorn,0.2649397444273298,male,"Oppenheimer & Co., Inc.","('CI', '2018 q3')",0.0
4137,CNC,2018 q3,3510,0.438308385123097,Michael D. Wiederhorn,0.2521415125411278,male,"Oppenheimer & Co., Inc.","('CNC', '2018 q3')",0.0
4138,HCA,2018 q3,3510,0.4717346133874229,Michael D. Wiederhorn,0.1721324520835725,male,"Oppenheimer & Co., Inc.","('HCA', '2018 q3')",0.024003025144338608
4139,HUM,2018 q3,3510,0.4629861050360573,Michael D. Wiederhorn,0.1074751260203051,male,"Oppenheimer & Co., Inc.","('HUM', '2018 q3')",0.0218077190220356
4140,UNH,2018 q3,3510,0.5183038763207445,Michael D. Wiederhorn,0.294276229722073,male,"Oppenheimer & Co., Inc.","('UNH', '2018 q3')",0.0
4141,COO,2018 q3,3510,0.550844018409163,Steven M. Lichtman,0.2296349216061342,male,"Oppenheimer & Co., Inc.","('COO', '2018 q3')",0.0
4142,DXCM,2018 q3,3510,0.5245850751518835,Steven M. Lichtman,0.2804175016141709,male,"Oppenheimer & Co., Inc.","('DXCM', '2018 q3')",0.0
4143,SYK,2018 q3,3510,0.4757457298114016,Steven M. Lichtman,0.3740543016182746,male,"Oppenheimer & Co., Inc.","('SYK', '2018 q3')",0.0
4144,COO,2018 q3,3510,0.550844018409163,Michael Waterhouse,0.8578274411717036,male,"Morningstar, Inc.","('COO', '2018 q3')",0.0
4145,DVA,2018 q3,3510,0.6396755584977669,Michael Waterhouse,0.4938580730036468,male,"Morningstar, Inc.","('DVA', '2018 q3')",0.0
4146,XRAY,2018 q3,3510,0.7533381885403897,Michael Waterhouse,0.773306326718101,male,"Morningstar, Inc.","('XRAY', '2018 q3')",0.0
4147,CVS,2018 q3,3510,0.5126864072912858,Mr. John E. Heinbockel,0.1956123126088829,male,Guggenheim Securities LLC,"('CVS', '2018 q3')",0.0
4148,CVS,2018 q3,3510,0.5126864072912858,Scott A. Mushkin,0.1832062233455179,male,Wolfe Research,"('CVS', '2018 q3')",0.0
4149,CVS,2018 q3,3510,0.5126864072912858,"Mr. David M. Larsen, CFA",0.1780252217181237,male,SVB Leerink,"('CVS', '2018 q3')",0.0
4150,HSIC,2018 q3,3510,0.5580502723071497,"Mr. David M. Larsen, CFA",0.2116785946402446,male,SVB Leerink,"('HSIC', '2018 q3')",0.009905337356030941
4151,DGX,2018 q3,3510,0.6118704949348195,Kevin Ellich,0.5185846782247927,male,Craig Hallum,"('DGX', '2018 q3')",0.028298331424593925
4152,HSIC,2018 q3,3510,0.5580502723071497,Kevin Ellich,0.2398736897430221,male,Craig Hallum,"('HSIC', '2018 q3')",0.0
4153,LH,2018 q3,3510,0.6951388348563257,Kevin Ellich,0.4452150365508563,male,Craig Hallum,"('LH', '2018 q3')",0.0
4154,DGX,2018 q3,3510,0.6118704949348195,Mr. Mark A. Massaro,0.2855585252901706,male,Canaccord Genuity,"('DGX', '2018 q3')",0.028904154896736145
4155,HOLX,2018 q3,3510,0.6548332552561573,Mr. Mark A. Massaro,0.2819113290592825,male,Canaccord Genuity,"('HOLX', '2018 q3')",0.007218845747411251
4156,IDXX,2018 q3,3510,0.6059830655983901,Mr. Mark A. Massaro,0.432934137109817,male,Canaccord Genuity,"('IDXX', '2018 q3')",0.0
4157,DGX,2018 q3,3510,0.6118704949348195,Ms. Ricky R. Goldwasser,0.9047723444363236,female,Morgan Stanley,"('DGX', '2018 q3')",0.0
4158,LH,2018 q3,3510,0.6951388348563257,Ms. Ricky R. Goldwasser,0.8430326458177962,female,Morgan Stanley,"('LH', '2018 q3')",0.0
4159,DGX,2018 q3,3510,0.6118704949348195,"Mr. Jack Meehan, CFA",0.2774581817008514,male,Barclays,"('DGX', '2018 q3')",0.0
4160,HOLX,2018 q3,3510,0.6548332552561573,"Mr. Jack Meehan, CFA",0.2148976301341331,male,Barclays,"('HOLX', '2018 q3')",0.0
4161,DHR,2018 q3,3510,0.7151565276051586,Derik De Bruin,0.604887226718716,male,BofA Global Research,"('DHR', '2018 q3')",0.03333333507180214
4162,HOLX,2018 q3,3510,0.6548332552561573,Derik De Bruin,0.4790448569679968,male,BofA Global Research,"('HOLX', '2018 q3')",0.0
4163,IDXX,2018 q3,3510,0.6059830655983901,Derik De Bruin,0.6632654172698046,male,BofA Global Research,"('IDXX', '2018 q3')",0.03333333507180214
4164,DHR,2018 q3,3510,0.7151565276051586,"Mr. Deane Dray, CFA",0.3878128742068648,male,RBC Capital Markets,"('DHR', '2018 q3')",0.0
4165,DHR,2018 q3,3510,0.7151565276051586,Mr. Dan Leonard,0.3943117793831844,male,Deutsche Bank,"('DHR', '2018 q3')",0.0
4166,HOLX,2018 q3,3510,0.6548332552561573,Mr. Dan Leonard,0.4842259611446531,male,Deutsche Bank,"('HOLX', '2018 q3')",0.0
4167,LH,2018 q3,3510,0.6951388348563257,Mr. Dan Leonard,0.7836197604853165,male,Deutsche Bank,"('LH', '2018 q3')",0.0
4168,DVA,2018 q3,3510,0.6396755584977669,Jake Strole,0.4342246766376137,male,"Morningstar, Inc.","('DVA', '2018 q3')",0.0
4169,HCA,2018 q3,3510,0.4717346133874229,Jake Strole,0.670883674031376,male,"Morningstar, Inc.","('HCA', '2018 q3')",0.0
4170,STE,2018 q3,3510,0.5165232178537997,Jake Strole,0.8956545002423041,male,"Morningstar, Inc.","('STE', '2018 q3')",0.0
4171,TFX,2018 q3,3510,0.7480664559676409,Jake Strole,0.805874888195497,male,"Morningstar, Inc.","('TFX', '2018 q3')",0.0
4172,DXCM,2018 q3,3510,0.5245850751518835,J.P. McKim,0.357548462731681,male,Piper Sandler Companies,"('DXCM', '2018 q3')",0.0
4173,DXCM,2018 q3,3510,0.5245850751518835,Mr. Kyle W. Rose,0.1495490705185398,male,Canaccord Genuity,"('DXCM', '2018 q3')",0.03561799041926861
4174,SYK,2018 q3,3510,0.4757457298114016,Mr. Kyle W. Rose,0.173766565330375,male,Canaccord Genuity,"('SYK', '2018 q3')",0.0
4175,ZBH,2018 q3,3510,0.4072445768128208,Mr. Kyle W. Rose,0.1376958372952155,male,Canaccord Genuity,"('ZBH', '2018 q3')",0.0
4176,DXCM,2018 q3,3510,0.5245850751518835,Mr. Raj S. Denhoy,0.1612893548944003,male,Jefferies,"('DXCM', '2018 q3')",0.0
4177,EW,2018 q3,3510,0.5411337190657974,Mr. Raj S. Denhoy,0.3418865134866185,male,Jefferies,"('EW', '2018 q3')",0.0
4178,MDT,2018 q3,3510,0.374300946128251,Mr. Raj S. Denhoy,0.1911224927513626,male,Jefferies,"('MDT', '2018 q3')",0.0
4179,SYK,2018 q3,3510,0.4757457298114016,Mr. Raj S. Denhoy,0.6945822339001445,male,Jefferies,"('SYK', '2018 q3')",0.03333333507180214
4180,DXCM,2018 q3,3510,0.5245850751518835,"Mr. Suraj Kalia, CFA",0.3254129020342891,male,Northland Securities,"('DXCM', '2018 q3')",0.0
4181,ISRG,2018 q3,3510,0.4904390291098711,"Mr. Suraj Kalia, CFA",0.1718049606808132,male,Northland Securities,"('ISRG', '2018 q3')",0.0
4182,DXCM,2018 q3,3510,0.5245850751518835,Mr. Douglas A. Schenkel,0.6292865040737238,male,Cowen and Company,"('DXCM', '2018 q3')",0.0
4183,HOLX,2018 q3,3510,0.6548332552561573,Mr. Douglas A. Schenkel,0.8179473843514844,male,Cowen and Company,"('HOLX', '2018 q3')",0.0
4184,DXCM,2018 q3,3510,0.5245850751518835,Travis Steed,0.5955487062512049,male,BofA Global Research,"('DXCM', '2018 q3')",0.03139438387006521
4185,EW,2018 q3,3510,0.5411337190657974,Mr. Bruce Nudell,0.174238514153691,male,SunTrust Robinson Humphrey Capital Markets,"('EW', '2018 q3')",0.0
4186,MDT,2018 q3,3510,0.374300946128251,Mr. Bruce Nudell,0.1832030362759857,male,SunTrust Robinson Humphrey Capital Markets,"('MDT', '2018 q3')",0.0
4187,SYK,2018 q3,3510,0.4757457298114016,Mr. Bruce Nudell,0.3295503017832199,male,SunTrust Robinson Humphrey Capital Markets,"('SYK', '2018 q3')",0.0
4188,ZBH,2018 q3,3510,0.4072445768128208,Mr. Bruce Nudell,0.1537687080452125,male,SunTrust Robinson Humphrey Capital Markets,"('ZBH', '2018 q3')",0.0
4189,EW,2018 q3,3510,0.5411337190657974,Mr. Jason R. Mills,0.6978968548660675,male,Canaccord Genuity,"('EW', '2018 q3')",0.03333333507180214
4190,ISRG,2018 q3,3510,0.4904390291098711,Mr. Jason R. Mills,0.6886802098224192,male,Canaccord Genuity,"('ISRG', '2018 q3')",0.03333333507180214
4191,HCA,2018 q3,3510,0.4717346133874229,"Joseph D. France, CFA",0.1909321819983786,male,Cantor Fitzgerald,"('HCA', '2018 q3')",0.0
4192,HCA,2018 q3,3510,0.4717346133874229,"Mr. Ryan S. Daniels, CFA",0.2377626773968576,male,William Blair & Company,"('HCA', '2018 q3')",0.0
4193,HSIC,2018 q3,3510,0.5580502723071497,"Mr. Michael J. Petusky, CFA",0.5761000050623015,male,Barrington Research Associates,"('HSIC', '2018 q3')",0.0
4194,VAR,2018 q3,3510,0.7480209936105382,"Mr. Michael J. Petusky, CFA",0.7772716939427283,male,Barrington Research Associates,"('VAR', '2018 q3')",0.0
4195,XRAY,2018 q3,3510,0.7533381885403897,"Mr. Michael J. Petusky, CFA",0.6839048915999111,male,Barrington Research Associates,"('XRAY', '2018 q3')",0.0
4196,HSIC,2018 q3,3510,0.5580502723071497,Mr. Keith Snyder,0.6785322683054305,male,CFRA Equity Research,"('HSIC', '2018 q3')",0.0
4197,HSIC,2018 q3,3510,0.5580502723071497,Mr. Kevin Kedra,0.2451050928965612,male,Gabelli & Company,"('HSIC', '2018 q3')",0.0
4198,HUM,2018 q3,3510,0.4629861050360573,Michael Newshel,0.7937848423542029,male,EVERCORE ISI,"('HUM', '2018 q3')",0.0
4199,HUM,2018 q3,3510,0.4629861050360573,"Mr. Kenneth M. Leon, CPA",0.4117524248623376,male,CFRA Equity Research,"('HUM', '2018 q3')",0.0
4200,UNH,2018 q3,3510,0.5183038763207445,"Mr. Kenneth M. Leon, CPA",0.3912437363181612,male,CFRA Equity Research,"('UNH', '2018 q3')",0.0
4201,IDXX,2018 q3,3510,0.6059830655983901,"William R. Quirk, CFA",0.4990869847744267,male,Piper Sandler Companies,"('IDXX', '2018 q3')",0.0
4202,IDXX,2018 q3,3510,0.6059830655983901,David M. Westenberg,0.3172759066632492,male,C.L. King & Associates,"('IDXX', '2018 q3')",0.0
4203,ISRG,2018 q3,3510,0.4904390291098711,Mr. Bob Hopkins,0.312158806363697,male,BofA Global Research,"('ISRG', '2018 q3')",0.0
4204,MDT,2018 q3,3510,0.374300946128251,Mr. Bob Hopkins,0.0994185280152702,male,BofA Global Research,"('MDT', '2018 q3')",0.0
4205,ISRG,2018 q3,3510,0.4904390291098711,"Mr. Brandon Henry, CFA",0.2797769911868865,male,RBC Capital Markets,"('ISRG', '2018 q3')",0.0
4206,MDT,2018 q3,3510,0.374300946128251,Joanne K. Wuensch,0.0652892056501699,female,BMO Capital Markets,"('MDT', '2018 q3')",0.0
4207,RMD,2018 q3,3510,0.6435082009971275,Ms. Lyanne Harrison,0.3328326979140935,female,BofA Global Research,"('RMD', '2018 q3')",0.015026731416583061
4208,RMD,2018 q3,3510,0.6435082009971275,Mr. Sean M. Laaman,0.7516402974319298,male,Morgan Stanley,"('RMD', '2018 q3')",0.015191304807861647
4209,RMD,2018 q3,3510,0.6435082009971275,"Mr. Chris Kallos, CFA",0.6620949002895999,male,"Morningstar, Inc.","('RMD', '2018 q3')",0.0
4210,RMD,2018 q3,3510,0.6435082009971275,Australia Wilson Htm Limited,0.338590574172022,Not a person,"Auerbach Grayson & Co., Inc.","('RMD', '2018 q3')",0.0
4211,RMD,2018 q3,3510,0.6435082009971275,Craig Wong-Pan,0.5613963818665666,male,Deutsche Bank,"('RMD', '2018 q3')",0.0
4212,STE,2018 q3,3510,0.5165232178537997,Mr. David Turkaly,0.3065364032737881,male,JMP Securities,"('STE', '2018 q3')",0.0
4213,SYK,2018 q3,3510,0.4757457298114016,Mr. David Turkaly,0.1798471969362864,male,JMP Securities,"('SYK', '2018 q3')",0.0
4214,ZBH,2018 q3,3510,0.4072445768128208,Mr. David Turkaly,0.1686162267195314,male,JMP Securities,"('ZBH', '2018 q3')",0.0
4215,VAR,2018 q3,3510,0.7480209936105382,"Anthony C. Petrone, CFA, CFA",0.458070145635693,male,Jefferies,"('VAR', '2018 q3')",0.0
4216,XRAY,2018 q3,3510,0.7533381885403897,"Elliott L. Schlang, CFA",0.372175717224921,male,Great Lakes/Wellington Shields,"('XRAY', '2018 q3')",0.0
4217,XRAY,2018 q3,3510,0.7533381885403897,"Mr. Raghuram Selvaraju, PHD",0.5670159340298767,male,"H.C. Wainwright & Co., LLC","('XRAY', '2018 q3')",0.010292986407876015
4218,ABC,2018 q4,3510,0.5983001488460022,Mr. Charles Rhyee,0.4852139038487535,male,Cowen and Company,"('ABC', '2018 q4')",0.0
4219,ANTM,2018 q4,3510,0.5412998634749104,Mr. Charles Rhyee,0.1340386411548253,male,Cowen and Company,"('ANTM', '2018 q4')",0.0
4220,CAH,2018 q4,3510,0.5793371682736097,Mr. Charles Rhyee,0.3988353491484666,male,Cowen and Company,"('CAH', '2018 q4')",0.0
4221,CERN,2018 q4,3510,0.6140216132741074,Mr. Charles Rhyee,0.2555041724624339,male,Cowen and Company,"('CERN', '2018 q4')",0.0
4222,CVS,2018 q4,3510,0.4225659781123432,Mr. Charles Rhyee,0.1861614817743716,male,Cowen and Company,"('CVS', '2018 q4')",0.0
4223,HUM,2018 q4,3510,0.5750255570078697,Mr. Charles Rhyee,0.325445449859891,male,Cowen and Company,"('HUM', '2018 q4')",0.0
4224,ABC,2018 q4,3510,0.5983001488460022,Colin Scarola,0.5789476591812128,male,CFRA Equity Research,"('ABC', '2018 q4')",0.0
4225,ANTM,2018 q4,3510,0.5412998634749104,Colin Scarola,0.3891557953695668,male,CFRA Equity Research,"('ANTM', '2018 q4')",0.0
4226,CAH,2018 q4,3510,0.5793371682736097,Colin Scarola,0.603777109579786,male,CFRA Equity Research,"('CAH', '2018 q4')",0.0
4227,CI,2018 q4,3510,0.5446192562735968,Colin Scarola,0.5291238657446151,male,CFRA Equity Research,"('CI', '2018 q4')",0.0
4228,CNC,2018 q4,3510,0.3554681384513022,Colin Scarola,0.5643493625952658,male,CFRA Equity Research,"('CNC', '2018 q4')",0.0
4229,HSIC,2018 q4,3510,0.6411852316161156,Colin Scarola,0.6767242031732685,male,CFRA Equity Research,"('HSIC', '2018 q4')",0.0
4230,HUM,2018 q4,3510,0.5750255570078697,Colin Scarola,0.4876971695028652,male,CFRA Equity Research,"('HUM', '2018 q4')",0.0
4231,UNH,2018 q4,3510,0.537375992007475,Colin Scarola,0.5524692491898027,male,CFRA Equity Research,"('UNH', '2018 q4')",0.0
4232,ABC,2018 q4,3510,0.5983001488460022,Mr. Steve Valiquette,0.339936096493855,male,Barclays,"('ABC', '2018 q4')",0.015512371435761452
4233,ALGN,2018 q4,3510,0.5875686419644827,Mr. Steve Valiquette,0.3130209630707662,male,Barclays,"('ALGN', '2018 q4')",0.0
4234,ANTM,2018 q4,3510,0.5412998634749104,Mr. Steve Valiquette,0.339369434527988,male,Barclays,"('ANTM', '2018 q4')",0.0
4235,CERN,2018 q4,3510,0.6140216132741074,Mr. Steve Valiquette,0.4000101569256348,male,Barclays,"('CERN', '2018 q4')",0.0
4236,CI,2018 q4,3510,0.5446192562735968,Mr. Steve Valiquette,0.5586612406552907,male,Barclays,"('CI', '2018 q4')",0.007887260057032108
4237,CNC,2018 q4,3510,0.3554681384513022,Mr. Steve Valiquette,0.0961575037126545,male,Barclays,"('CNC', '2018 q4')",0.024249709211289883
4238,HCA,2018 q4,3510,0.4807807540992304,Mr. Steve Valiquette,0.5035421398833579,male,Barclays,"('HCA', '2018 q4')",0.0
4239,HUM,2018 q4,3510,0.5750255570078697,Mr. Steve Valiquette,0.2426032807482918,male,Barclays,"('HUM', '2018 q4')",0.0
4240,UNH,2018 q4,3510,0.537375992007475,Mr. Steve Valiquette,0.3232658014327837,male,Barclays,"('UNH', '2018 q4')",0.0
4241,XRAY,2018 q4,3510,0.7344874092956961,Mr. Steve Valiquette,0.4166157879422246,male,Barclays,"('XRAY', '2018 q4')",0.0
4242,ABC,2018 q4,3510,0.5983001488460022,Mr. Vishnu Lekraj,0.6392751303727368,male,"Morningstar, Inc.","('ABC', '2018 q4')",0.0
4243,ANTM,2018 q4,3510,0.5412998634749104,Mr. Vishnu Lekraj,0.597905482355614,male,"Morningstar, Inc.","('ANTM', '2018 q4')",0.0
4244,CAH,2018 q4,3510,0.5793371682736097,Mr. Vishnu Lekraj,0.5648330962037829,male,"Morningstar, Inc.","('CAH', '2018 q4')",0.0
4245,CERN,2018 q4,3510,0.6140216132741074,Mr. Vishnu Lekraj,0.6101146251067182,male,"Morningstar, Inc.","('CERN', '2018 q4')",0.0
4246,CI,2018 q4,3510,0.5446192562735968,Mr. Vishnu Lekraj,0.6149074948791131,male,"Morningstar, Inc.","('CI', '2018 q4')",0.005006480496376753
4247,CVS,2018 q4,3510,0.4225659781123432,Mr. Vishnu Lekraj,0.4781172772548684,male,"Morningstar, Inc.","('CVS', '2018 q4')",0.0
4248,HSIC,2018 q4,3510,0.6411852316161156,Mr. Vishnu Lekraj,0.7444303553222175,male,"Morningstar, Inc.","('HSIC', '2018 q4')",0.0
4249,HUM,2018 q4,3510,0.5750255570078697,Mr. Vishnu Lekraj,0.6081469788949057,male,"Morningstar, Inc.","('HUM', '2018 q4')",0.004647519439458847
4250,UNH,2018 q4,3510,0.537375992007475,Mr. Vishnu Lekraj,0.6078702270710624,male,"Morningstar, Inc.","('UNH', '2018 q4')",0.0
4251,ABC,2018 q4,3510,0.5983001488460022,Ms. Erin E. Wright,0.5013726044803126,female,Credit Suisse,"('ABC', '2018 q4')",0.0
4252,ALGN,2018 q4,3510,0.5875686419644827,Ms. Erin E. Wright,0.243719702458123,female,Credit Suisse,"('ALGN', '2018 q4')",0.0
4253,CI,2018 q4,3510,0.5446192562735968,Ms. Erin E. Wright,0.3083085782282133,female,Credit Suisse,"('CI', '2018 q4')",0.0
4254,DHR,2018 q4,3510,0.7727608503743186,Ms. Erin E. Wright,0.3818352832957379,female,Credit Suisse,"('DHR', '2018 q4')",0.0
4255,IDXX,2018 q4,3510,0.7429452276481111,Ms. Erin E. Wright,0.4428291161393282,female,Credit Suisse,"('IDXX', '2018 q4')",0.0
4256,XRAY,2018 q4,3510,0.7344874092956961,Ms. Erin E. Wright,0.7039138360249627,female,Credit Suisse,"('XRAY', '2018 q4')",0.04491936415433884
4257,ABC,2018 q4,3510,0.5983001488460022,George Hill,0.3761896432860465,male,RBC Capital Markets,"('ABC', '2018 q4')",0.0
4258,CAH,2018 q4,3510,0.5793371682736097,George Hill,0.3265487557546196,male,RBC Capital Markets,"('CAH', '2018 q4')",0.019388213753700256
4259,CERN,2018 q4,3510,0.6140216132741074,George Hill,0.4206047723344926,male,RBC Capital Markets,"('CERN', '2018 q4')",0.012098796665668488
4260,CVS,2018 q4,3510,0.4225659781123432,George Hill,0.3125718361153565,male,RBC Capital Markets,"('CVS', '2018 q4')",0.0
4261,HSIC,2018 q4,3510,0.6411852316161156,George Hill,0.3068315510308823,male,RBC Capital Markets,"('HSIC', '2018 q4')",0.0
4262,ABC,2018 q4,3510,0.5983001488460022,"Mr. David M. Larsen, CFA",0.3604381989575019,male,SVB Leerink,"('ABC', '2018 q4')",0.013535796198993921
4263,CERN,2018 q4,3510,0.6140216132741074,"Mr. David M. Larsen, CFA",0.3206503171956326,male,SVB Leerink,"('CERN', '2018 q4')",0.017739463597536087
4264,CVS,2018 q4,3510,0.4225659781123432,"Mr. David M. Larsen, CFA",0.1642905903334353,male,SVB Leerink,"('CVS', '2018 q4')",0.0
4265,HSIC,2018 q4,3510,0.6411852316161156,"Mr. David M. Larsen, CFA",0.2824916371772287,male,SVB Leerink,"('HSIC', '2018 q4')",0.011812926270067692
4266,HUM,2018 q4,3510,0.5750255570078697,"Mr. David M. Larsen, CFA",0.4766878146526679,male,SVB Leerink,"('HUM', '2018 q4')",0.014469640329480171
4267,ABC,2018 q4,3510,0.5983001488460022,Mr. Michael A. Cherny,0.2647193487197995,male,BofA Global Research,"('ABC', '2018 q4')",0.0
4268,CAH,2018 q4,3510,0.5793371682736097,Mr. Michael A. Cherny,0.3508340648237132,male,BofA Global Research,"('CAH', '2018 q4')",0.0
4269,CERN,2018 q4,3510,0.6140216132741074,Mr. Michael A. Cherny,0.3484165060195807,male,BofA Global Research,"('CERN', '2018 q4')",0.010542131029069424
4270,CVS,2018 q4,3510,0.4225659781123432,Mr. Michael A. Cherny,0.2715617363223235,male,BofA Global Research,"('CVS', '2018 q4')",0.0
4271,HSIC,2018 q4,3510,0.6411852316161156,Mr. Michael A. Cherny,0.5888609221329759,male,BofA Global Research,"('HSIC', '2018 q4')",0.03333333507180214
4272,ABC,2018 q4,3510,0.5983001488460022,Mr. Ross Muken,0.6435112043742033,male,EVERCORE ISI,"('ABC', '2018 q4')",0.03333333507180214
4273,DGX,2018 q4,3510,0.676015283904046,Mr. Ross Muken,0.3125026432852443,male,EVERCORE ISI,"('DGX', '2018 q4')",0.0
4274,DHR,2018 q4,3510,0.7727608503743186,Mr. Ross Muken,0.4912888669808861,male,EVERCORE ISI,"('DHR', '2018 q4')",0.02420033561065793
4275,LH,2018 q4,3510,0.775052968527536,Mr. Ross Muken,0.8406855810863114,male,EVERCORE ISI,"('LH', '2018 q4')",0.0
4276,ABT,2018 q4,3510,0.4112007339847217,"Kevin Huang, CFA",0.4884502405426885,male,CFRA Equity Research,"('ABT', '2018 q4')",0.0
4277,ALGN,2018 q4,3510,0.5875686419644827,"Kevin Huang, CFA",0.6767236504308406,male,CFRA Equity Research,"('ALGN', '2018 q4')",0.0
4278,BAX,2018 q4,3510,0.5448540786673666,"Kevin Huang, CFA",0.7664142057724951,male,CFRA Equity Research,"('BAX', '2018 q4')",0.0
4279,BDX,2018 q4,3510,0.6361201916243968,"Kevin Huang, CFA",0.8205059522074598,male,CFRA Equity Research,"('BDX', '2018 q4')",0.0
4280,CERN,2018 q4,3510,0.6140216132741074,"Kevin Huang, CFA",0.7121028868788521,male,CFRA Equity Research,"('CERN', '2018 q4')",0.0
4281,COO,2018 q4,3510,0.6172369398883497,"Kevin Huang, CFA",0.7678640336061179,male,CFRA Equity Research,"('COO', '2018 q4')",0.0
4282,CVS,2018 q4,3510,0.4225659781123432,"Kevin Huang, CFA",0.5395155206252231,male,CFRA Equity Research,"('CVS', '2018 q4')",0.0
4283,DGX,2018 q4,3510,0.676015283904046,"Kevin Huang, CFA",0.698493423019562,male,CFRA Equity Research,"('DGX', '2018 q4')",0.0
4284,DHR,2018 q4,3510,0.7727608503743186,"Kevin Huang, CFA",0.7929925417853448,male,CFRA Equity Research,"('DHR', '2018 q4')",0.0
4285,DVA,2018 q4,3510,0.7053989985913149,"Kevin Huang, CFA",0.6254553638794254,male,CFRA Equity Research,"('DVA', '2018 q4')",0.0
4286,DXCM,2018 q4,3510,0.5713312316520516,"Kevin Huang, CFA",0.737057740937107,male,CFRA Equity Research,"('DXCM', '2018 q4')",0.0
4287,EW,2018 q4,3510,0.482734892724316,"Kevin Huang, CFA",0.4937485555052052,male,CFRA Equity Research,"('EW', '2018 q4')",0.0
4288,HCA,2018 q4,3510,0.4807807540992304,"Kevin Huang, CFA",0.5595660111694072,male,CFRA Equity Research,"('HCA', '2018 q4')",0.0
4289,HOLX,2018 q4,3510,0.7088782390906331,"Kevin Huang, CFA",0.826924947622413,male,CFRA Equity Research,"('HOLX', '2018 q4')",0.0
4290,IDXX,2018 q4,3510,0.7429452276481111,"Kevin Huang, CFA",0.7827957344077111,male,CFRA Equity Research,"('IDXX', '2018 q4')",0.0
4291,ISRG,2018 q4,3510,0.3423538581233861,"Kevin Huang, CFA",0.5317353051911784,male,CFRA Equity Research,"('ISRG', '2018 q4')",0.0
4292,LH,2018 q4,3510,0.775052968527536,"Kevin Huang, CFA",0.6923418258311664,male,CFRA Equity Research,"('LH', '2018 q4')",0.0
4293,MDT,2018 q4,3510,0.3157879294046718,"Kevin Huang, CFA",0.408505171577698,male,CFRA Equity Research,"('MDT', '2018 q4')",0.0
4294,RMD,2018 q4,3510,0.526407851161846,"Kevin Huang, CFA",0.5957459529681476,male,CFRA Equity Research,"('RMD', '2018 q4')",0.0
4295,SYK,2018 q4,3510,0.4783996021769129,"Kevin Huang, CFA",0.6581868304572249,male,CFRA Equity Research,"('SYK', '2018 q4')",0.0
4296,TFX,2018 q4,3510,0.725171755651546,"Kevin Huang, CFA",0.7202385601218939,male,CFRA Equity Research,"('TFX', '2018 q4')",0.0
4297,UHS,2018 q4,3510,0.3372280341993254,"Kevin Huang, CFA",0.4548222264076998,male,CFRA Equity Research,"('UHS', '2018 q4')",0.0
4298,VAR,2018 q4,3510,0.8396390317928499,"Kevin Huang, CFA",0.7828644411303276,male,CFRA Equity Research,"('VAR', '2018 q4')",0.0
4299,XRAY,2018 q4,3510,0.7344874092956961,"Kevin Huang, CFA",0.8801616748052291,male,CFRA Equity Research,"('XRAY', '2018 q4')",0.0
4300,ZBH,2018 q4,3510,0.5220320192769115,"Kevin Huang, CFA",0.7038942833325486,male,CFRA Equity Research,"('ZBH', '2018 q4')",0.0
4301,ABT,2018 q4,3510,0.4112007339847217,"Kristen Stewart, CFA",0.141346825551128,female,Barclays,"('ABT', '2018 q4')",0.014854809269309044
4302,BAX,2018 q4,3510,0.5448540786673666,"Kristen Stewart, CFA",0.4732418424588568,female,Barclays,"('BAX', '2018 q4')",0.0
4303,BDX,2018 q4,3510,0.6361201916243968,"Kristen Stewart, CFA",0.3154990084923764,female,Barclays,"('BDX', '2018 q4')",0.0
4304,EW,2018 q4,3510,0.482734892724316,"Kristen Stewart, CFA",0.08824522602431,female,Barclays,"('EW', '2018 q4')",0.0
4305,SYK,2018 q4,3510,0.4783996021769129,"Kristen Stewart, CFA",0.2460230456434791,female,Barclays,"('SYK', '2018 q4')",0.006440763361752033
4306,TFX,2018 q4,3510,0.725171755651546,"Kristen Stewart, CFA",0.3158753758003648,female,Barclays,"('TFX', '2018 q4')",0.018045492470264435
4307,ZBH,2018 q4,3510,0.5220320192769115,"Kristen Stewart, CFA",0.1990874258471248,female,Barclays,"('ZBH', '2018 q4')",0.0
4308,ABT,2018 q4,3510,0.4112007339847217,Mr. Christopher Pasquale,0.0900863835886207,male,Guggenheim Securities LLC,"('ABT', '2018 q4')",0.0
4309,COO,2018 q4,3510,0.6172369398883497,Mr. Christopher Pasquale,0.3531636526503908,male,Guggenheim Securities LLC,"('COO', '2018 q4')",0.036521922796964645
4310,EW,2018 q4,3510,0.482734892724316,Mr. Christopher Pasquale,0.1604042042109643,male,Guggenheim Securities LLC,"('EW', '2018 q4')",0.0
4311,MDT,2018 q4,3510,0.3157879294046718,Mr. Christopher Pasquale,0.1860769222820494,male,Guggenheim Securities LLC,"('MDT', '2018 q4')",0.0
4312,ZBH,2018 q4,3510,0.5220320192769115,Mr. Christopher Pasquale,0.3345636129858249,male,Guggenheim Securities LLC,"('ZBH', '2018 q4')",0.02153068594634533
4313,ABT,2018 q4,3510,0.4112007339847217,Mr. Matt S. Miksic,0.1970016403169989,male,Credit Suisse,"('ABT', '2018 q4')",0.0
4314,BAX,2018 q4,3510,0.5448540786673666,Mr. Matt S. Miksic,0.4230986406365893,male,Credit Suisse,"('BAX', '2018 q4')",0.0
4315,ABT,2018 q4,3510,0.4112007339847217,Ms. Danielle J. Antalffy,0.0739299141528475,female,SVB Leerink,"('ABT', '2018 q4')",0.0
4316,BAX,2018 q4,3510,0.5448540786673666,Ms. Danielle J. Antalffy,0.2659943970995811,female,SVB Leerink,"('BAX', '2018 q4')",0.0
4317,EW,2018 q4,3510,0.482734892724316,Ms. Danielle J. Antalffy,0.3137717524316186,female,SVB Leerink,"('EW', '2018 q4')",0.0
4318,ABT,2018 q4,3510,0.4112007339847217,Mr. Glenn Novarro,0.1421134720003858,male,RBC Capital Markets,"('ABT', '2018 q4')",0.0
4319,EW,2018 q4,3510,0.482734892724316,Mr. Glenn Novarro,0.1091352039891691,male,RBC Capital Markets,"('EW', '2018 q4')",0.005025400314480066
4320,HOLX,2018 q4,3510,0.7088782390906331,Mr. Glenn Novarro,0.6373039692773537,male,RBC Capital Markets,"('HOLX', '2018 q4')",0.0
4321,MDT,2018 q4,3510,0.3157879294046718,Mr. Glenn Novarro,0.0447139872927273,male,RBC Capital Markets,"('MDT', '2018 q4')",0.0
4322,ZBH,2018 q4,3510,0.5220320192769115,Mr. Glenn Novarro,0.2079350567118199,male,RBC Capital Markets,"('ZBH', '2018 q4')",0.0
4323,ABT,2018 q4,3510,0.4112007339847217,Ms. Debbie S. Wang,0.4659371256449626,female,"Morningstar, Inc.","('ABT', '2018 q4')",0.0
4324,DGX,2018 q4,3510,0.676015283904046,Ms. Debbie S. Wang,0.6936062894563484,female,"Morningstar, Inc.","('DGX', '2018 q4')",0.0
4325,DXCM,2018 q4,3510,0.5713312316520516,Ms. Debbie S. Wang,0.705319418029312,female,"Morningstar, Inc.","('DXCM', '2018 q4')",0.0
4326,EW,2018 q4,3510,0.482734892724316,Ms. Debbie S. Wang,0.770265156122281,female,"Morningstar, Inc.","('EW', '2018 q4')",0.0
4327,HOLX,2018 q4,3510,0.7088782390906331,Ms. Debbie S. Wang,0.8728042082714061,female,"Morningstar, Inc.","('HOLX', '2018 q4')",0.0
4328,IDXX,2018 q4,3510,0.7429452276481111,Ms. Debbie S. Wang,0.9101226646277412,female,"Morningstar, Inc.","('IDXX', '2018 q4')",0.0
4329,LH,2018 q4,3510,0.775052968527536,Ms. Debbie S. Wang,0.7282474363012144,female,"Morningstar, Inc.","('LH', '2018 q4')",0.0
4330,MDT,2018 q4,3510,0.3157879294046718,Ms. Debbie S. Wang,0.5427294955995831,female,"Morningstar, Inc.","('MDT', '2018 q4')",0.0
4331,SYK,2018 q4,3510,0.4783996021769129,Ms. Debbie S. Wang,0.6730577282533659,female,"Morningstar, Inc.","('SYK', '2018 q4')",0.0
4332,ZBH,2018 q4,3510,0.5220320192769115,Ms. Debbie S. Wang,0.7185978036653922,female,"Morningstar, Inc.","('ZBH', '2018 q4')",0.0
4333,ABT,2018 q4,3510,0.4112007339847217,Lawrence H. Biegelsen,0.1776774103265823,male,"Wells Fargo Securities, LLC","('ABT', '2018 q4')",0.0
4334,BAX,2018 q4,3510,0.5448540786673666,Lawrence H. Biegelsen,0.1590740036214671,male,"Wells Fargo Securities, LLC","('BAX', '2018 q4')",0.011111111690600714
4335,BDX,2018 q4,3510,0.6361201916243968,Lawrence H. Biegelsen,0.3495944204789876,male,"Wells Fargo Securities, LLC","('BDX', '2018 q4')",0.0
4336,COO,2018 q4,3510,0.6172369398883497,Lawrence H. Biegelsen,0.2890078145134047,male,"Wells Fargo Securities, LLC","('COO', '2018 q4')",0.02001589722931385
4337,EW,2018 q4,3510,0.482734892724316,Lawrence H. Biegelsen,0.111002225702135,male,"Wells Fargo Securities, LLC","('EW', '2018 q4')",0.0
4338,ISRG,2018 q4,3510,0.3423538581233861,Lawrence H. Biegelsen,0.1426201948402839,male,"Wells Fargo Securities, LLC","('ISRG', '2018 q4')",0.0
4339,MDT,2018 q4,3510,0.3157879294046718,Lawrence H. Biegelsen,0.1379561281710772,male,"Wells Fargo Securities, LLC","('MDT', '2018 q4')",0.0
4340,SYK,2018 q4,3510,0.4783996021769129,Lawrence H. Biegelsen,0.1364379391482247,male,"Wells Fargo Securities, LLC","('SYK', '2018 q4')",0.0
4341,ZBH,2018 q4,3510,0.5220320192769115,Lawrence H. Biegelsen,0.2540364839834857,male,"Wells Fargo Securities, LLC","('ZBH', '2018 q4')",0.0
4342,ABT,2018 q4,3510,0.4112007339847217,Sean Lavin,0.1812662056487219,male,BTIG,"('ABT', '2018 q4')",0.0
4343,DXCM,2018 q4,3510,0.5713312316520516,Sean Lavin,0.2047518071681321,male,BTIG,"('DXCM', '2018 q4')",0.0
4344,EW,2018 q4,3510,0.482734892724316,Sean Lavin,0.2431434521467055,male,BTIG,"('EW', '2018 q4')",0.0
4345,HOLX,2018 q4,3510,0.7088782390906331,Sean Lavin,0.3562680740513775,male,BTIG,"('HOLX', '2018 q4')",0.0
4346,ISRG,2018 q4,3510,0.3423538581233861,Sean Lavin,0.2779905143567442,male,BTIG,"('ISRG', '2018 q4')",0.0
4347,MDT,2018 q4,3510,0.3157879294046718,Sean Lavin,0.0996438315608885,male,BTIG,"('MDT', '2018 q4')",0.012334001250565052
4348,ABT,2018 q4,3510,0.4112007339847217,Mr. Bob Hopkins,0.3752730106747215,male,BofA Global Research,"('ABT', '2018 q4')",0.0
4349,EW,2018 q4,3510,0.482734892724316,Mr. Bob Hopkins,0.2150485062488794,male,BofA Global Research,"('EW', '2018 q4')",0.021112065762281418
4350,ABT,2018 q4,3510,0.4112007339847217,Mr. Vijay M. Kumar,0.7072658560533089,male,EVERCORE ISI,"('ABT', '2018 q4')",0.03333333507180214
4351,EW,2018 q4,3510,0.482734892724316,Mr. Vijay M. Kumar,0.1989816555015214,male,EVERCORE ISI,"('EW', '2018 q4')",0.01666666753590107
4352,MDT,2018 q4,3510,0.3157879294046718,Mr. Vijay M. Kumar,0.1133759191969951,male,EVERCORE ISI,"('MDT', '2018 q4')",0.0
4353,SYK,2018 q4,3510,0.4783996021769129,Mr. Vijay M. Kumar,0.6982617084082908,male,EVERCORE ISI,"('SYK', '2018 q4')",0.03333333507180214
4354,ZBH,2018 q4,3510,0.5220320192769115,Mr. Vijay M. Kumar,0.6458092920565722,male,EVERCORE ISI,"('ZBH', '2018 q4')",0.03333333507180214
4355,ABT,2018 q4,3510,0.4112007339847217,"Joshua T. Jennings, MD",0.0573295057725141,male,Cowen and Company,"('ABT', '2018 q4')",0.0
4356,BAX,2018 q4,3510,0.5448540786673666,"Joshua T. Jennings, MD",0.1665374451475006,male,Cowen and Company,"('BAX', '2018 q4')",0.0
4357,EW,2018 q4,3510,0.482734892724316,"Joshua T. Jennings, MD",0.1087049285128142,male,Cowen and Company,"('EW', '2018 q4')",0.035972584038972855
4358,ABT,2018 q4,3510,0.4112007339847217,Ms. Margaret Kaczor,0.1527713345366329,female,William Blair & Company,"('ABT', '2018 q4')",0.0
4359,BAX,2018 q4,3510,0.5448540786673666,Ms. Margaret Kaczor,0.3031734694816789,female,William Blair & Company,"('BAX', '2018 q4')",0.0
4360,DXCM,2018 q4,3510,0.5713312316520516,Ms. Margaret Kaczor,0.2540114465779591,female,William Blair & Company,"('DXCM', '2018 q4')",0.04568067938089371
4361,EW,2018 q4,3510,0.482734892724316,Ms. Margaret Kaczor,0.2317100062412989,female,William Blair & Company,"('EW', '2018 q4')",0.0
4362,MDT,2018 q4,3510,0.3157879294046718,Ms. Margaret Kaczor,0.1290322396972698,female,William Blair & Company,"('MDT', '2018 q4')",0.020610136911273003
4363,RMD,2018 q4,3510,0.526407851161846,Ms. Margaret Kaczor,0.3736369954313252,female,William Blair & Company,"('RMD', '2018 q4')",0.005738651379942894
4364,ABT,2018 q4,3510,0.4112007339847217,Ms. Akansha Agarwal,0.5335536388282583,female,Crispidea,"('ABT', '2018 q4')",0.0
4365,ANTM,2018 q4,3510,0.5412998634749104,Ms. Akansha Agarwal,0.6059465236738161,female,Crispidea,"('ANTM', '2018 q4')",0.0
4366,BSX,2018 q4,3510,0.0,Ms. Akansha Agarwal,,female,Crispidea,"('BSX', '2018 q4')",0.0
4367,CERN,2018 q4,3510,0.6140216132741074,Ms. Akansha Agarwal,0.7015293382241597,female,Crispidea,"('CERN', '2018 q4')",0.0
4368,DHR,2018 q4,3510,0.7727608503743186,Ms. Akansha Agarwal,0.708968416057799,female,Crispidea,"('DHR', '2018 q4')",0.0
4369,HUM,2018 q4,3510,0.5750255570078697,Ms. Akansha Agarwal,0.5108708795076283,female,Crispidea,"('HUM', '2018 q4')",0.0
4370,UNH,2018 q4,3510,0.537375992007475,Ms. Akansha Agarwal,0.7297917570515747,female,Crispidea,"('UNH', '2018 q4')",0.0
4371,ALGN,2018 q4,3510,0.5875686419644827,"Christopher C. Cooley, CFA",0.3756874388598232,male,Stephens Inc.,"('ALGN', '2018 q4')",0.0
4372,COO,2018 q4,3510,0.6172369398883497,"Christopher C. Cooley, CFA",0.3647841256953194,male,Stephens Inc.,"('COO', '2018 q4')",0.0
4373,DXCM,2018 q4,3510,0.5713312316520516,"Christopher C. Cooley, CFA",0.5250402619115737,male,Stephens Inc.,"('DXCM', '2018 q4')",0.0
4374,STE,2018 q4,3510,0.6712415060595018,"Christopher C. Cooley, CFA",0.3894389404510962,male,Stephens Inc.,"('STE', '2018 q4')",0.0
4375,TFX,2018 q4,3510,0.725171755651546,"Christopher C. Cooley, CFA",0.799339144992469,male,Stephens Inc.,"('TFX', '2018 q4')",0.0
4376,XRAY,2018 q4,3510,0.7344874092956961,"Christopher C. Cooley, CFA",0.439258340716634,male,Stephens Inc.,"('XRAY', '2018 q4')",0.0
4377,ALGN,2018 q4,3510,0.5875686419644827,"John C. Kreger, III",0.3297978572966011,male,William Blair & Company,"('ALGN', '2018 q4')",0.005035911686718464
4378,CAH,2018 q4,3510,0.5793371682736097,"John C. Kreger, III",0.4910417935543821,male,William Blair & Company,"('CAH', '2018 q4')",0.0
4379,HSIC,2018 q4,3510,0.6411852316161156,"John C. Kreger, III",0.3503423338699936,male,William Blair & Company,"('HSIC', '2018 q4')",0.0
4380,XRAY,2018 q4,3510,0.7344874092956961,"John C. Kreger, III",0.4944605075401711,male,William Blair & Company,"('XRAY', '2018 q4')",0.0
4381,ALGN,2018 q4,3510,0.5875686419644827,Mr. Steve Beuchaw,0.3530188470023095,male,Morgan Stanley,"('ALGN', '2018 q4')",0.0
4382,HSIC,2018 q4,3510,0.6411852316161156,Mr. Steve Beuchaw,0.4944667790311428,male,Morgan Stanley,"('HSIC', '2018 q4')",0.0
4383,ALGN,2018 q4,3510,0.5875686419644827,Ms. Elizabeth Anderson,0.2783825722208363,female,EVERCORE ISI,"('ALGN', '2018 q4')",0.013572517782449722
4384,ALGN,2018 q4,3510,0.5875686419644827,Michael Waterhouse,0.7544653615341224,male,"Morningstar, Inc.","('ALGN', '2018 q4')",0.0
4385,BAX,2018 q4,3510,0.5448540786673666,Michael Waterhouse,0.7605270108094329,male,"Morningstar, Inc.","('BAX', '2018 q4')",0.011111111690600714
4386,COO,2018 q4,3510,0.6172369398883497,Michael Waterhouse,0.7923766333734528,male,"Morningstar, Inc.","('COO', '2018 q4')",0.0
4387,DHR,2018 q4,3510,0.7727608503743186,Michael Waterhouse,0.6913558533304319,male,"Morningstar, Inc.","('DHR', '2018 q4')",0.011111111690600714
4388,XRAY,2018 q4,3510,0.7344874092956961,Michael Waterhouse,0.8531714595351072,male,"Morningstar, Inc.","('XRAY', '2018 q4')",0.0
4389,ALGN,2018 q4,3510,0.5875686419644827,Mr. Matthew O. O'Brien,0.3077387681575005,male,Piper Sandler Companies,"('ALGN', '2018 q4')",0.0
4390,BAX,2018 q4,3510,0.5448540786673666,Mr. Matthew O. O'Brien,0.3817258083654524,male,Piper Sandler Companies,"('BAX', '2018 q4')",0.0
4391,COO,2018 q4,3510,0.6172369398883497,Mr. Matthew O. O'Brien,0.3175286323460933,male,Piper Sandler Companies,"('COO', '2018 q4')",0.01499850582331419
4392,SYK,2018 q4,3510,0.4783996021769129,Mr. Matthew O. O'Brien,0.185965802443179,male,Piper Sandler Companies,"('SYK', '2018 q4')",0.0
4393,TFX,2018 q4,3510,0.725171755651546,Mr. Matthew O. O'Brien,0.4767334668356554,male,Piper Sandler Companies,"('TFX', '2018 q4')",0.0
4394,ZBH,2018 q4,3510,0.5220320192769115,Mr. Matthew O. O'Brien,0.3427229788436328,male,Piper Sandler Companies,"('ZBH', '2018 q4')",0.0
4395,ALGN,2018 q4,3510,0.5875686419644827,Mr. Michael Ryskin,0.5641579168232249,male,BofA Global Research,"('ALGN', '2018 q4')",0.03333333507180214
4396,ALGN,2018 q4,3510,0.5875686419644827,Ravi Misra,0.4221233065206374,male,Berenberg,"('ALGN', '2018 q4')",0.0
4397,DXCM,2018 q4,3510,0.5713312316520516,Ravi Misra,0.4707567519232054,male,Berenberg,"('DXCM', '2018 q4')",0.025147242471575737
4398,ALGN,2018 q4,3510,0.5875686419644827,Mr. Dave Keiser,0.3887874078032988,male,Northcoast Research,"('ALGN', '2018 q4')",0.0
4399,COO,2018 q4,3510,0.6172369398883497,Mr. Dave Keiser,0.2223814594540435,male,Northcoast Research,"('COO', '2018 q4')",0.03769084345549345
4400,STE,2018 q4,3510,0.6712415060595018,Mr. Dave Keiser,0.344180885135934,male,Northcoast Research,"('STE', '2018 q4')",0.006458104122430086
4401,SYK,2018 q4,3510,0.4783996021769129,Mr. Dave Keiser,0.1942751214065377,male,Northcoast Research,"('SYK', '2018 q4')",0.014285890385508537
4402,ZBH,2018 q4,3510,0.5220320192769115,Mr. Dave Keiser,0.2653212993487494,male,Northcoast Research,"('ZBH', '2018 q4')",0.014285890385508537
4403,ALGN,2018 q4,3510,0.5875686419644827,Credit Suisse Global Product Marketing,0.5161228751921456,Not a person,Credit Suisse,"('ALGN', '2018 q4')",0.012411052361130714
4404,ANTM,2018 q4,3510,0.5412998634749104,Credit Suisse Global Product Marketing,0.6290662549044609,Not a person,Credit Suisse,"('ANTM', '2018 q4')",0.011862004175782204
4405,ANTM,2018 q4,3510,0.5412998634749104,"David H. Windley, CFA, CPA, CFA",0.3402364100500979,male,Jefferies,"('ANTM', '2018 q4')",0.005802791565656662
4406,CI,2018 q4,3510,0.5446192562735968,"David H. Windley, CFA, CPA, CFA",0.5480524772233913,male,Jefferies,"('CI', '2018 q4')",0.0
4407,HUM,2018 q4,3510,0.5750255570078697,"David H. Windley, CFA, CPA, CFA",0.6435427445407723,male,Jefferies,"('HUM', '2018 q4')",0.016480766236782074
4408,UNH,2018 q4,3510,0.537375992007475,"David H. Windley, CFA, CPA, CFA",0.4895331654646238,male,Jefferies,"('UNH', '2018 q4')",0.0
4409,ANTM,2018 q4,3510,0.5412998634749104,"Ms. Anagha A. Gupte, PHD",0.3896216756470637,female,SVB Leerink,"('ANTM', '2018 q4')",0.0
4410,CI,2018 q4,3510,0.5446192562735968,"Ms. Anagha A. Gupte, PHD",0.180382488741982,female,SVB Leerink,"('CI', '2018 q4')",0.0
4411,CNC,2018 q4,3510,0.3554681384513022,"Ms. Anagha A. Gupte, PHD",0.2869417854618837,female,SVB Leerink,"('CNC', '2018 q4')",0.0
4412,HCA,2018 q4,3510,0.4807807540992304,"Ms. Anagha A. Gupte, PHD",0.3257934053722906,female,SVB Leerink,"('HCA', '2018 q4')",0.0
4413,HUM,2018 q4,3510,0.5750255570078697,"Ms. Anagha A. Gupte, PHD",0.3045020836115529,female,SVB Leerink,"('HUM', '2018 q4')",0.0
4414,UHS,2018 q4,3510,0.3372280341993254,"Ms. Anagha A. Gupte, PHD",0.1655703889800246,female,SVB Leerink,"('UHS', '2018 q4')",0.0
4415,UNH,2018 q4,3510,0.537375992007475,"Ms. Anagha A. Gupte, PHD",0.3436510332045852,female,SVB Leerink,"('UNH', '2018 q4')",0.0
4416,ANTM,2018 q4,3510,0.5412998634749104,Ms. Sarah E. James,0.2096754262140529,female,Piper Sandler Companies,"('ANTM', '2018 q4')",0.0
4417,CI,2018 q4,3510,0.5446192562735968,Ms. Sarah E. James,0.2633566145240467,female,Piper Sandler Companies,"('CI', '2018 q4')",0.0
4418,CNC,2018 q4,3510,0.3554681384513022,Ms. Sarah E. James,0.1526438335020454,female,Piper Sandler Companies,"('CNC', '2018 q4')",0.0
4419,HCA,2018 q4,3510,0.4807807540992304,Ms. Sarah E. James,0.1409782181304978,female,Piper Sandler Companies,"('HCA', '2018 q4')",0.0
4420,HSIC,2018 q4,3510,0.6411852316161156,Ms. Sarah E. James,0.4479177838388665,female,Piper Sandler Companies,"('HSIC', '2018 q4')",0.0
4421,HUM,2018 q4,3510,0.5750255570078697,Ms. Sarah E. James,0.2431309686406423,female,Piper Sandler Companies,"('HUM', '2018 q4')",0.0
4422,UHS,2018 q4,3510,0.3372280341993254,Ms. Sarah E. James,0.1612769613535586,female,Piper Sandler Companies,"('UHS', '2018 q4')",0.0
4423,UNH,2018 q4,3510,0.537375992007475,Ms. Sarah E. James,0.1303856411504392,female,Piper Sandler Companies,"('UNH', '2018 q4')",0.0
4424,ANTM,2018 q4,3510,0.5412998634749104,Mr. A.J. Rice,0.1960310909705645,male,Credit Suisse,"('ANTM', '2018 q4')",0.0
4425,CI,2018 q4,3510,0.5446192562735968,Mr. A.J. Rice,0.2747739993981991,male,Credit Suisse,"('CI', '2018 q4')",0.0
4426,CNC,2018 q4,3510,0.3554681384513022,Mr. A.J. Rice,0.2629152830619977,male,Credit Suisse,"('CNC', '2018 q4')",0.0
4427,DGX,2018 q4,3510,0.676015283904046,Mr. A.J. Rice,0.6146279083585858,male,Credit Suisse,"('DGX', '2018 q4')",0.06079987436532974
4428,HCA,2018 q4,3510,0.4807807540992304,Mr. A.J. Rice,0.3655267392823932,male,Credit Suisse,"('HCA', '2018 q4')",0.0
4429,HUM,2018 q4,3510,0.5750255570078697,Mr. A.J. Rice,0.3038136814909073,male,Credit Suisse,"('HUM', '2018 q4')",0.003683311864733696
4430,UNH,2018 q4,3510,0.537375992007475,Mr. A.J. Rice,0.2510180145348854,male,Credit Suisse,"('UNH', '2018 q4')",0.0
4431,ANTM,2018 q4,3510,0.5412998634749104,Jake Strole,0.5868190468067875,male,"Morningstar, Inc.","('ANTM', '2018 q4')",0.0
4432,CI,2018 q4,3510,0.5446192562735968,Jake Strole,0.5495491278267777,male,"Morningstar, Inc.","('CI', '2018 q4')",0.0
4433,CVS,2018 q4,3510,0.4225659781123432,Jake Strole,0.4273571037968801,male,"Morningstar, Inc.","('CVS', '2018 q4')",0.0
4434,DVA,2018 q4,3510,0.7053989985913149,Jake Strole,0.6328714986630055,male,"Morningstar, Inc.","('DVA', '2018 q4')",0.0023988191969692707
4435,HCA,2018 q4,3510,0.4807807540992304,Jake Strole,0.6581974087608823,male,"Morningstar, Inc.","('HCA', '2018 q4')",0.0
4436,HUM,2018 q4,3510,0.5750255570078697,Jake Strole,0.5969775447490834,male,"Morningstar, Inc.","('HUM', '2018 q4')",0.0
4437,STE,2018 q4,3510,0.6712415060595018,Jake Strole,0.8983268153717366,male,"Morningstar, Inc.","('STE', '2018 q4')",0.0
4438,TFX,2018 q4,3510,0.725171755651546,Jake Strole,0.8260469506123905,male,"Morningstar, Inc.","('TFX', '2018 q4')",0.0
4439,UNH,2018 q4,3510,0.537375992007475,Jake Strole,0.5918972594736007,male,"Morningstar, Inc.","('UNH', '2018 q4')",0.0
4440,ANTM,2018 q4,3510,0.5412998634749104,"Frank G. Morgan, CFA",0.1809465483329014,male,RBC Capital Markets,"('ANTM', '2018 q4')",0.0
4441,CI,2018 q4,3510,0.5446192562735968,"Frank G. Morgan, CFA",0.1489798409733057,male,RBC Capital Markets,"('CI', '2018 q4')",0.0
4442,DVA,2018 q4,3510,0.7053989985913149,"Frank G. Morgan, CFA",0.548636491581788,male,RBC Capital Markets,"('DVA', '2018 q4')",0.012980782426893711
4443,HCA,2018 q4,3510,0.4807807540992304,"Frank G. Morgan, CFA",0.1048253307204718,male,RBC Capital Markets,"('HCA', '2018 q4')",0.0
4444,HUM,2018 q4,3510,0.5750255570078697,"Frank G. Morgan, CFA",0.1541929430087835,male,RBC Capital Markets,"('HUM', '2018 q4')",0.0
4445,UHS,2018 q4,3510,0.3372280341993254,"Frank G. Morgan, CFA",0.1433674390379418,male,RBC Capital Markets,"('UHS', '2018 q4')",0.0
4446,UNH,2018 q4,3510,0.537375992007475,"Frank G. Morgan, CFA",0.1292956801226096,male,RBC Capital Markets,"('UNH', '2018 q4')",0.0
4447,ANTM,2018 q4,3510,0.5412998634749104,Michael Newshel,0.3426165307500297,male,EVERCORE ISI,"('ANTM', '2018 q4')",0.0
4448,HCA,2018 q4,3510,0.4807807540992304,Michael Newshel,0.3649794712503441,male,EVERCORE ISI,"('HCA', '2018 q4')",0.0
4449,UNH,2018 q4,3510,0.537375992007475,Michael Newshel,0.2163879761925711,male,EVERCORE ISI,"('UNH', '2018 q4')",0.0
4450,ANTM,2018 q4,3510,0.5412998634749104,Mr. Zachary Sopcak,0.6266872957583783,male,Morgan Stanley,"('ANTM', '2018 q4')",0.03333333507180214
4451,HUM,2018 q4,3510,0.5750255570078697,Mr. Zachary Sopcak,0.1716462318933061,male,Morgan Stanley,"('HUM', '2018 q4')",0.0
4452,ANTM,2018 q4,3510,0.5412998634749104,"Mr. Kevin M. Fischbeck, CFA",0.1851354300896238,male,BofA Global Research,"('ANTM', '2018 q4')",0.0
4453,CI,2018 q4,3510,0.5446192562735968,"Mr. Kevin M. Fischbeck, CFA",0.2954741136408578,male,BofA Global Research,"('CI', '2018 q4')",0.026257377117872238
4454,CNC,2018 q4,3510,0.3554681384513022,"Mr. Kevin M. Fischbeck, CFA",0.2831798435740213,male,BofA Global Research,"('CNC', '2018 q4')",0.0
4455,DVA,2018 q4,3510,0.7053989985913149,"Mr. Kevin M. Fischbeck, CFA",0.5084760595880946,male,BofA Global Research,"('DVA', '2018 q4')",0.0
4456,HCA,2018 q4,3510,0.4807807540992304,"Mr. Kevin M. Fischbeck, CFA",0.6778120623600744,male,BofA Global Research,"('HCA', '2018 q4')",0.03333333507180214
4457,HUM,2018 q4,3510,0.5750255570078697,"Mr. Kevin M. Fischbeck, CFA",0.204696878682228,male,BofA Global Research,"('HUM', '2018 q4')",0.0
4458,UNH,2018 q4,3510,0.537375992007475,"Mr. Kevin M. Fischbeck, CFA",0.2458708066531591,male,BofA Global Research,"('UNH', '2018 q4')",0.01585585903376341
4459,ANTM,2018 q4,3510,0.5412998634749104,David S. MacDonald,0.1716867599856973,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2018 q4')",0.0
4460,CI,2018 q4,3510,0.5446192562735968,David S. MacDonald,0.2019759005144648,male,SunTrust Robinson Humphrey Capital Markets,"('CI', '2018 q4')",0.0
4461,CNC,2018 q4,3510,0.3554681384513022,David S. MacDonald,0.2407006472627884,male,SunTrust Robinson Humphrey Capital Markets,"('CNC', '2018 q4')",0.02809756761416793
4462,DGX,2018 q4,3510,0.676015283904046,David S. MacDonald,0.2045593819431545,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2018 q4')",0.0
4463,DVA,2018 q4,3510,0.7053989985913149,David S. MacDonald,0.4953481971434093,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2018 q4')",0.0
4464,HCA,2018 q4,3510,0.4807807540992304,David S. MacDonald,0.130426218127757,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2018 q4')",0.0
4465,HUM,2018 q4,3510,0.5750255570078697,David S. MacDonald,0.2670381416722119,male,SunTrust Robinson Humphrey Capital Markets,"('HUM', '2018 q4')",0.0
4466,LH,2018 q4,3510,0.775052968527536,David S. MacDonald,0.416672357614354,male,SunTrust Robinson Humphrey Capital Markets,"('LH', '2018 q4')",0.0
4467,UNH,2018 q4,3510,0.537375992007475,David S. MacDonald,0.2264150033530789,male,SunTrust Robinson Humphrey Capital Markets,"('UNH', '2018 q4')",0.0
4468,BDX,2018 q4,3510,0.6361201916243968,"Mr. Alex Morozov, CFA",0.85639635240716,male,"Morningstar, Inc.","('BDX', '2018 q4')",0.0
4469,VAR,2018 q4,3510,0.8396390317928499,"Mr. Alex Morozov, CFA",0.8751361903557315,male,"Morningstar, Inc.","('VAR', '2018 q4')",0.0
4470,BDX,2018 q4,3510,0.6361201916243968,"William R. Quirk, CFA",0.3771153766838503,male,Piper Sandler Companies,"('BDX', '2018 q4')",0.0
4471,LH,2018 q4,3510,0.775052968527536,"William R. Quirk, CFA",0.556193906647514,male,Piper Sandler Companies,"('LH', '2018 q4')",0.0
4472,BDX,2018 q4,3510,0.6361201916243968,Mr. Brandon Couillard,0.4479358926559668,male,Jefferies,"('BDX', '2018 q4')",0.029634904116392136
4473,DHR,2018 q4,3510,0.7727608503743186,Mr. Brandon Couillard,0.4284840584048811,male,Jefferies,"('DHR', '2018 q4')",0.0
4474,BDX,2018 q4,3510,0.6361201916243968,Mr. Douglas A. Schenkel,0.5015165666224096,male,Cowen and Company,"('BDX', '2018 q4')",0.0
4475,DHR,2018 q4,3510,0.7727608503743186,Mr. Douglas A. Schenkel,0.5854559156421181,male,Cowen and Company,"('DHR', '2018 q4')",0.0
4476,DXCM,2018 q4,3510,0.5713312316520516,Mr. Douglas A. Schenkel,0.6571774602632892,male,Cowen and Company,"('DXCM', '2018 q4')",0.0
4477,CAH,2018 q4,3510,0.5793371682736097,"Mr. Damien Conover, CFA",0.5359667318634085,male,"Morningstar, Inc.","('CAH', '2018 q4')",0.0
4478,CERN,2018 q4,3510,0.6140216132741074,Anna Baran,0.6056819115164618,female,"Morningstar, Inc.","('CERN', '2018 q4')",0.0
4479,CERN,2018 q4,3510,0.6140216132741074,Mr. Jeffrey R. Garro,0.3155683563163228,male,William Blair & Company,"('CERN', '2018 q4')",0.0
4480,CI,2018 q4,3510,0.5446192562735968,Michael D. Wiederhorn,0.2560272243730357,male,"Oppenheimer & Co., Inc.","('CI', '2018 q4')",0.0
4481,CNC,2018 q4,3510,0.3554681384513022,Michael D. Wiederhorn,0.1450589833074929,male,"Oppenheimer & Co., Inc.","('CNC', '2018 q4')",0.01566254161298275
4482,HCA,2018 q4,3510,0.4807807540992304,Michael D. Wiederhorn,0.1665927236370312,male,"Oppenheimer & Co., Inc.","('HCA', '2018 q4')",0.0
4483,HUM,2018 q4,3510,0.5750255570078697,Michael D. Wiederhorn,0.1839233173627127,male,"Oppenheimer & Co., Inc.","('HUM', '2018 q4')",0.07565172761678696
4484,UNH,2018 q4,3510,0.537375992007475,Michael D. Wiederhorn,0.2081915408764091,male,"Oppenheimer & Co., Inc.","('UNH', '2018 q4')",0.0
4485,CI,2018 q4,3510,0.5446192562735968,Justin Lake,0.2770827216015012,male,Wolfe Research,"('CI', '2018 q4')",0.0
4486,CVS,2018 q4,3510,0.4225659781123432,Justin Lake,0.1374008324268809,male,Wolfe Research,"('CVS', '2018 q4')",0.0
4487,DVA,2018 q4,3510,0.7053989985913149,Justin Lake,0.6998792518971224,male,Wolfe Research,"('DVA', '2018 q4')",0.03333333507180214
4488,HUM,2018 q4,3510,0.5750255570078697,Justin Lake,0.6216057216030398,male,Wolfe Research,"('HUM', '2018 q4')",0.03333333507180214
4489,UNH,2018 q4,3510,0.537375992007475,Justin Lake,0.6705767332787175,male,Wolfe Research,"('UNH', '2018 q4')",0.0
4490,CI,2018 q4,3510,0.5446192562735968,Peter H. Costa,0.2147817743039603,male,"Wells Fargo Securities, LLC","('CI', '2018 q4')",0.0
4491,CNC,2018 q4,3510,0.3554681384513022,Peter H. Costa,0.238113808619695,male,"Wells Fargo Securities, LLC","('CNC', '2018 q4')",0.0
4492,CVS,2018 q4,3510,0.4225659781123432,Peter H. Costa,0.2347122254772487,male,"Wells Fargo Securities, LLC","('CVS', '2018 q4')",0.0
4493,HUM,2018 q4,3510,0.5750255570078697,Peter H. Costa,0.2009396591392302,male,"Wells Fargo Securities, LLC","('HUM', '2018 q4')",0.0
4494,UHS,2018 q4,3510,0.3372280341993254,Peter H. Costa,0.2058532897268477,male,"Wells Fargo Securities, LLC","('UHS', '2018 q4')",0.0
4495,UNH,2018 q4,3510,0.537375992007475,Peter H. Costa,0.1407087812639046,male,"Wells Fargo Securities, LLC","('UNH', '2018 q4')",0.0
4496,CI,2018 q4,3510,0.5446192562735968,Mr. Ravindra kulkarni,0.7444571865622742,male,Crispidea,"('CI', '2018 q4')",0.0
4497,HUM,2018 q4,3510,0.5750255570078697,Mr. Ravindra kulkarni,0.4597878989305807,male,Crispidea,"('HUM', '2018 q4')",0.0
4498,MDT,2018 q4,3510,0.3157879294046718,Mr. Ravindra kulkarni,0.257291796954815,male,Crispidea,"('MDT', '2018 q4')",0.0
4499,COO,2018 q4,3510,0.6172369398883497,SADIF Research,0.9689364455925354,Not a person,Sadif Analytics Prime,"('COO', '2018 q4')",0.9414851665496826
4500,DGX,2018 q4,3510,0.676015283904046,SADIF Research,0.9756980210504992,Not a person,Sadif Analytics Prime,"('DGX', '2018 q4')",0.9511755108833313
4501,DHR,2018 q4,3510,0.7727608503743186,SADIF Research,0.9738107750251211,Not a person,Sadif Analytics Prime,"('DHR', '2018 q4')",0.9475828409194946
4502,EW,2018 q4,3510,0.482734892724316,SADIF Research,0.9643157575073168,Not a person,Sadif Analytics Prime,"('EW', '2018 q4')",0.9553056359291077
4503,IDXX,2018 q4,3510,0.7429452276481111,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('IDXX', '2018 q4')",0.9780630469322205
4504,LH,2018 q4,3510,0.775052968527536,SADIF Research,0.9795751624405143,Not a person,Sadif Analytics Prime,"('LH', '2018 q4')",0.9188108444213867
4505,STE,2018 q4,3510,0.6712415060595018,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('STE', '2018 q4')",0.9702954292297363
4506,TFX,2018 q4,3510,0.725171755651546,SADIF Research,0.9990026154844508,Not a person,Sadif Analytics Prime,"('TFX', '2018 q4')",0.9364202618598938
4507,COO,2018 q4,3510,0.6172369398883497,Steven M. Lichtman,0.2308492692307787,male,"Oppenheimer & Co., Inc.","('COO', '2018 q4')",0.0
4508,DXCM,2018 q4,3510,0.5713312316520516,Steven M. Lichtman,0.1997319778669087,male,"Oppenheimer & Co., Inc.","('DXCM', '2018 q4')",0.0
4509,ZBH,2018 q4,3510,0.5220320192769115,Steven M. Lichtman,0.2186070890153272,male,"Oppenheimer & Co., Inc.","('ZBH', '2018 q4')",0.0
4510,DGX,2018 q4,3510,0.676015283904046,Mr. Mark A. Massaro,0.1900629977462534,male,Canaccord Genuity,"('DGX', '2018 q4')",0.03015941008925438
4511,HOLX,2018 q4,3510,0.7088782390906331,Mr. Mark A. Massaro,0.4225556605476295,male,Canaccord Genuity,"('HOLX', '2018 q4')",0.0
4512,IDXX,2018 q4,3510,0.7429452276481111,Mr. Mark A. Massaro,0.3816291003431022,male,Canaccord Genuity,"('IDXX', '2018 q4')",0.04394491761922836
4513,DGX,2018 q4,3510,0.676015283904046,Ms. Ricky R. Goldwasser,0.7803231378553631,female,Morgan Stanley,"('DGX', '2018 q4')",0.0
4514,HUM,2018 q4,3510,0.5750255570078697,Ms. Ricky R. Goldwasser,0.7765755182098952,female,Morgan Stanley,"('HUM', '2018 q4')",0.0
4515,DGX,2018 q4,3510,0.676015283904046,Derik De Bruin,0.3017669573997843,male,BofA Global Research,"('DGX', '2018 q4')",0.0
4516,DHR,2018 q4,3510,0.7727608503743186,Derik De Bruin,0.571064856298405,male,BofA Global Research,"('DHR', '2018 q4')",0.0
4517,HOLX,2018 q4,3510,0.7088782390906331,Derik De Bruin,0.5172860144805943,male,BofA Global Research,"('HOLX', '2018 q4')",0.0
4518,IDXX,2018 q4,3510,0.7429452276481111,Derik De Bruin,0.5362441350763815,male,BofA Global Research,"('IDXX', '2018 q4')",0.0
4519,LH,2018 q4,3510,0.775052968527536,Derik De Bruin,0.4540366088423734,male,BofA Global Research,"('LH', '2018 q4')",0.0
4520,DGX,2018 q4,3510,0.676015283904046,Kevin Ellich,0.2854701600860652,male,Craig Hallum,"('DGX', '2018 q4')",0.020870579406619072
4521,LH,2018 q4,3510,0.775052968527536,Kevin Ellich,0.4634476932793601,male,Craig Hallum,"('LH', '2018 q4')",0.023639079183340073
4522,DGX,2018 q4,3510,0.676015283904046,"Mr. Ryan S. Daniels, CFA",0.3196091670877683,male,William Blair & Company,"('DGX', '2018 q4')",0.0
4523,HCA,2018 q4,3510,0.4807807540992304,"Mr. Ryan S. Daniels, CFA",0.1476139374398829,male,William Blair & Company,"('HCA', '2018 q4')",0.0
4524,DGX,2018 q4,3510,0.676015283904046,Mr. Brian Tanquilut,0.6023978306737774,male,Jefferies,"('DGX', '2018 q4')",0.0
4525,LH,2018 q4,3510,0.775052968527536,Mr. Brian Tanquilut,0.6017151296210261,male,Jefferies,"('LH', '2018 q4')",0.0
4526,DGX,2018 q4,3510,0.676015283904046,"Mr. Jack Meehan, CFA",0.1712140395865121,male,Barclays,"('DGX', '2018 q4')",0.0
4527,LH,2018 q4,3510,0.775052968527536,"Mr. Jack Meehan, CFA",0.3043008950796201,male,Barclays,"('LH', '2018 q4')",0.013077888637781143
4528,DGX,2018 q4,3510,0.676015283904046,Mr. Dan Leonard,0.8840721268649571,male,Deutsche Bank,"('DGX', '2018 q4')",0.006182727869600058
4529,DHR,2018 q4,3510,0.7727608503743186,Mr. Dan Leonard,0.9782405839746164,male,Deutsche Bank,"('DHR', '2018 q4')",0.0
4530,HOLX,2018 q4,3510,0.7088782390906331,Mr. Dan Leonard,0.5918395752242552,male,Deutsche Bank,"('HOLX', '2018 q4')",0.0
4531,LH,2018 q4,3510,0.775052968527536,Mr. Dan Leonard,0.9601742624154664,male,Deutsche Bank,"('LH', '2018 q4')",0.0
4532,DHR,2018 q4,3510,0.7727608503743186,"Mr. Deane Dray, CFA",0.4160896489843044,male,RBC Capital Markets,"('DHR', '2018 q4')",0.0
4533,DHR,2018 q4,3510,0.7727608503743186,Julian Mitchell,0.4883186175647419,male,Barclays,"('DHR', '2018 q4')",0.0
4534,DVA,2018 q4,3510,0.7053989985913149,Mr. Patrick Feeley,0.6907000173917918,male,Barclays,"('DVA', '2018 q4')",0.0
4535,DXCM,2018 q4,3510,0.5713312316520516,Mr. Kyle W. Rose,0.1508614276820652,male,Canaccord Genuity,"('DXCM', '2018 q4')",0.03582661226391792
4536,ZBH,2018 q4,3510,0.5220320192769115,Mr. Kyle W. Rose,0.1830768478090336,male,Canaccord Genuity,"('ZBH', '2018 q4')",0.0
4537,DXCM,2018 q4,3510,0.5713312316520516,Travis Steed,0.3377054875756567,male,BofA Global Research,"('DXCM', '2018 q4')",0.04460272938013077
4538,DXCM,2018 q4,3510,0.5713312316520516,J.P. McKim,0.3766721055803673,male,Piper Sandler Companies,"('DXCM', '2018 q4')",0.0
4539,ISRG,2018 q4,3510,0.3423538581233861,J.P. McKim,0.2814100854817626,male,Piper Sandler Companies,"('ISRG', '2018 q4')",0.0
4540,EW,2018 q4,3510,0.482734892724316,"Mr. Suraj Kalia, CFA",0.1289648637861962,male,Northland Securities,"('EW', '2018 q4')",0.012406072579324245
4541,EW,2018 q4,3510,0.482734892724316,Mr. Jason R. Mills,0.6739197385491646,male,Canaccord Genuity,"('EW', '2018 q4')",0.03333333507180214
4542,ISRG,2018 q4,3510,0.3423538581233861,Mr. Jason R. Mills,0.120160356655814,male,Canaccord Genuity,"('ISRG', '2018 q4')",0.012195700779557228
4543,HCA,2018 q4,3510,0.4807807540992304,"Joseph D. France, CFA",0.1375850888253183,male,Cantor Fitzgerald,"('HCA', '2018 q4')",0.008569914847612381
4544,HSIC,2018 q4,3510,0.6411852316161156,Mr. Alexander Paris,0.676090118258637,male,Barrington Research Associates,"('HSIC', '2018 q4')",0.0
4545,IDXX,2018 q4,3510,0.7429452276481111,David M. Westenberg,0.4280226508768047,male,C.L. King & Associates,"('IDXX', '2018 q4')",0.0
4546,ISRG,2018 q4,3510,0.3423538581233861,Mr. Richard Newitter,0.1750679753678471,male,SVB Leerink,"('ISRG', '2018 q4')",0.0
4547,ISRG,2018 q4,3510,0.3423538581233861,"Mr. Brandon Henry, CFA",0.2751039584508094,male,RBC Capital Markets,"('ISRG', '2018 q4')",0.0
4548,VAR,2018 q4,3510,0.8396390317928499,"Mr. Brandon Henry, CFA",0.7137861989458614,male,RBC Capital Markets,"('VAR', '2018 q4')",0.0
4549,MDT,2018 q4,3510,0.3157879294046718,Mr. Bruce Nudell,0.2316294349465249,male,SunTrust Robinson Humphrey Capital Markets,"('MDT', '2018 q4')",0.0
4550,ZBH,2018 q4,3510,0.5220320192769115,Mr. Bruce Nudell,0.4696668827209802,male,SunTrust Robinson Humphrey Capital Markets,"('ZBH', '2018 q4')",0.0
4551,MDT,2018 q4,3510,0.3157879294046718,"Mr. Matthew C. Taylor, CFA",0.2290834014281909,male,UBS Equities,"('MDT', '2018 q4')",0.0
4552,MDT,2018 q4,3510,0.3157879294046718,Mr. Robert Marcus,0.1034164118548016,male,JPMorgan,"('MDT', '2018 q4')",0.0
4553,RMD,2018 q4,3510,0.526407851161846,Craig Wong-Pan,0.2481925296864369,male,Deutsche Bank,"('RMD', '2018 q4')",0.0
4554,RMD,2018 q4,3510,0.526407851161846,Ms. Gretel Janu,0.3108814406052232,female,Credit Suisse,"('RMD', '2018 q4')",0.025979075580835342
4555,RMD,2018 q4,3510,0.526407851161846,Mr. Johannes Faul,0.5085089474941057,male,"Morningstar, Inc.","('RMD', '2018 q4')",0.006666667014360428
4556,RMD,2018 q4,3510,0.526407851161846,"Mr. Chris Kallos, CFA",0.4135046812843284,male,"Morningstar, Inc.","('RMD', '2018 q4')",0.0
4557,RMD,2018 q4,3510,0.526407851161846,Australia Wilson Htm Limited,0.2368682301451501,Not a person,"Auerbach Grayson & Co., Inc.","('RMD', '2018 q4')",0.014143344014883041
4558,RMD,2018 q4,3510,0.526407851161846,Ms. Lyanne Harrison,0.4487761275168201,female,BofA Global Research,"('RMD', '2018 q4')",0.0
4559,RMD,2018 q4,3510,0.526407851161846,Mr. Sean M. Laaman,0.437908356732924,male,Morgan Stanley,"('RMD', '2018 q4')",0.04179767146706581
4560,STE,2018 q4,3510,0.6712415060595018,"Elliott L. Schlang, CFA",0.3867326155873533,male,Great Lakes/Wellington Shields,"('STE', '2018 q4')",0.0
4561,XRAY,2018 q4,3510,0.7344874092956961,"Elliott L. Schlang, CFA",0.3876385130185209,male,Great Lakes/Wellington Shields,"('XRAY', '2018 q4')",0.0
4562,STE,2018 q4,3510,0.6712415060595018,Mr. David Turkaly,0.4281914667600686,male,JMP Securities,"('STE', '2018 q4')",0.0
4563,SYK,2018 q4,3510,0.4783996021769129,Mr. David Turkaly,0.1285995652506606,male,JMP Securities,"('SYK', '2018 q4')",0.0
4564,TFX,2018 q4,3510,0.725171755651546,Mr. David Turkaly,0.3128261301568623,male,JMP Securities,"('TFX', '2018 q4')",0.0
4565,SYK,2018 q4,3510,0.4783996021769129,Ryan Zimmerman,0.233092354376507,male,BTIG,"('SYK', '2018 q4')",0.010985790751874447
4566,ZBH,2018 q4,3510,0.5220320192769115,Ryan Zimmerman,0.1918779022370304,male,BTIG,"('ZBH', '2018 q4')",0.03415622562170029
4567,TFX,2018 q4,3510,0.725171755651546,Mr. Raj S. Denhoy,0.3986854903960218,male,Jefferies,"('TFX', '2018 q4')",0.005910084582865238
4568,UHS,2018 q4,3510,0.3372280341993254,"Dana R. Hambly, CFA",0.4583356233901419,female,Stephens Inc.,"('UHS', '2018 q4')",0.0
4569,VAR,2018 q4,3510,0.8396390317928499,"Mr. Michael J. Petusky, CFA",0.8505307690603969,male,Barrington Research Associates,"('VAR', '2018 q4')",0.0
4570,XRAY,2018 q4,3510,0.7344874092956961,"Mr. Michael J. Petusky, CFA",0.5915414626846389,male,Barrington Research Associates,"('XRAY', '2018 q4')",0.022229979746043682
4571,XRAY,2018 q4,3510,0.7344874092956961,"Mr. Raghuram Selvaraju, PHD",0.6981814094831869,male,"H.C. Wainwright & Co., LLC","('XRAY', '2018 q4')",0.0
4572,ABC,2019 q1,3510,0.7057172530742388,Mr. Thomas Kee,0.9777977149513658,male,Stock Traders Daily Research,"('ABC', '2019 q1')",0.9931548833847046
4573,ABT,2019 q1,3510,0.6483388416867291,Mr. Thomas Kee,0.9832334490170368,male,Stock Traders Daily Research,"('ABT', '2019 q1')",0.9931548833847046
4574,BAX,2019 q1,3510,0.7374179404370711,Mr. Thomas Kee,0.97706981415583,male,Stock Traders Daily Research,"('BAX', '2019 q1')",0.9930826425552368
4575,BDX,2019 q1,3510,0.8058745902225404,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('BDX', '2019 q1')",0.9930745363235474
4576,CAH,2019 q1,3510,0.7586362791297332,Mr. Thomas Kee,0.9743506950008975,male,Stock Traders Daily Research,"('CAH', '2019 q1')",0.9931548833847046
4577,CERN,2019 q1,3510,0.6309007330109382,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CERN', '2019 q1')",0.9932443797588348
4578,CI,2019 q1,3510,0.5283255727615329,Mr. Thomas Kee,0.9690696425567829,male,Stock Traders Daily Research,"('CI', '2019 q1')",0.9789163172245026
4579,CNC,2019 q1,3510,0.518484504512251,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CNC', '2019 q1')",0.9931548535823822
4580,COO,2019 q1,3510,0.5900587008434234,Mr. Thomas Kee,0.9938959455993944,male,Stock Traders Daily Research,"('COO', '2019 q1')",0.9930745363235474
4581,CVS,2019 q1,3510,0.7494383939110925,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CVS', '2019 q1')",0.9931548833847046
4582,DGX,2019 q1,3510,0.7014094660146295,Mr. Thomas Kee,0.9748277626396812,male,Stock Traders Daily Research,"('DGX', '2019 q1')",0.9931548833847046
4583,DHR,2019 q1,3510,0.7086459963745347,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('DHR', '2019 q1')",0.9930907487869263
4584,EW,2019 q1,3510,0.5230944884411747,Mr. Thomas Kee,0.9799718284624436,male,Stock Traders Daily Research,"('EW', '2019 q1')",0.9791182279586792
4585,HOLX,2019 q1,3510,0.6750694004653782,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HOLX', '2019 q1')",0.9931069016456604
4586,HSIC,2019 q1,3510,0.6516114171702048,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HSIC', '2019 q1')",0.9922765493392944
4587,HUM,2019 q1,3510,0.5906718708328518,Mr. Thomas Kee,0.9962650214316776,male,Stock Traders Daily Research,"('HUM', '2019 q1')",0.9931468963623047
4588,IDXX,2019 q1,3510,0.7525507622164289,Mr. Thomas Kee,0.9908270935967876,male,Stock Traders Daily Research,"('IDXX', '2019 q1')",0.9931468963623047
4589,LH,2019 q1,3510,0.7444782506905768,Mr. Thomas Kee,0.9747784799197672,male,Stock Traders Daily Research,"('LH', '2019 q1')",0.9799873232841492
4590,MDT,2019 q1,3510,0.5136109204896072,Mr. Thomas Kee,0.9834240310112644,male,Stock Traders Daily Research,"('MDT', '2019 q1')",0.9931864738464355
4591,RMD,2019 q1,3510,0.8657807682533519,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('RMD', '2019 q1')",0.9926633238792419
4592,STE,2019 q1,3510,0.7799771405583366,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('STE', '2019 q1')",0.9930745363235474
4593,SYK,2019 q1,3510,0.5979962598065989,Mr. Thomas Kee,0.9868188140533894,male,Stock Traders Daily Research,"('SYK', '2019 q1')",0.9930826425552368
4594,TFX,2019 q1,3510,0.7335212211930575,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('TFX', '2019 q1')",0.9930826425552368
4595,UHS,2019 q1,3510,0.5734436921221725,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('UHS', '2019 q1')",0.9930745363235474
4596,UNH,2019 q1,3510,0.679426730158593,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('UNH', '2019 q1')",0.9930745363235474
4597,VAR,2019 q1,3510,0.9258731944453188,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('VAR', '2019 q1')",0.9931544363498688
4598,ABC,2019 q1,3510,0.7057172530742388,Colin Scarola,0.6245889938083689,male,CFRA Equity Research,"('ABC', '2019 q1')",0.0
4599,ANTM,2019 q1,3510,0.4669145762071912,Colin Scarola,0.3167614370713936,male,CFRA Equity Research,"('ANTM', '2019 q1')",0.0
4600,CAH,2019 q1,3510,0.7586362791297332,Colin Scarola,0.7142503571767747,male,CFRA Equity Research,"('CAH', '2019 q1')",0.0
4601,CI,2019 q1,3510,0.5283255727615329,Colin Scarola,0.4608606316907603,male,CFRA Equity Research,"('CI', '2019 q1')",0.0
4602,CNC,2019 q1,3510,0.518484504512251,Colin Scarola,0.492973487566987,male,CFRA Equity Research,"('CNC', '2019 q1')",0.0
4603,HSIC,2019 q1,3510,0.6516114171702048,Colin Scarola,0.7334898052205742,male,CFRA Equity Research,"('HSIC', '2019 q1')",0.0
4604,HUM,2019 q1,3510,0.5906718708328518,Colin Scarola,0.4995957898936022,male,CFRA Equity Research,"('HUM', '2019 q1')",0.0
4605,UNH,2019 q1,3510,0.679426730158593,Colin Scarola,0.560547972337285,male,CFRA Equity Research,"('UNH', '2019 q1')",0.0
4606,ABC,2019 q1,3510,0.7057172530742388,"Ms. Karen Andersen, CFA",0.7156939266256568,female,"Morningstar, Inc.","('ABC', '2019 q1')",0.00931746419519186
4607,ABC,2019 q1,3510,0.7057172530742388,Mr. Charles Rhyee,0.4925102488052608,male,Cowen and Company,"('ABC', '2019 q1')",0.0
4608,ANTM,2019 q1,3510,0.4669145762071912,Mr. Charles Rhyee,0.1046119404797292,male,Cowen and Company,"('ANTM', '2019 q1')",0.0
4609,CAH,2019 q1,3510,0.7586362791297332,Mr. Charles Rhyee,0.4583205364274224,male,Cowen and Company,"('CAH', '2019 q1')",0.0
4610,CERN,2019 q1,3510,0.6309007330109382,Mr. Charles Rhyee,0.3820114860151236,male,Cowen and Company,"('CERN', '2019 q1')",0.0
4611,CI,2019 q1,3510,0.5283255727615329,Mr. Charles Rhyee,0.1938783806270281,male,Cowen and Company,"('CI', '2019 q1')",0.0
4612,CNC,2019 q1,3510,0.518484504512251,Mr. Charles Rhyee,0.2012955377987501,male,Cowen and Company,"('CNC', '2019 q1')",0.0
4613,CVS,2019 q1,3510,0.7494383939110925,Mr. Charles Rhyee,0.3412953052070483,male,Cowen and Company,"('CVS', '2019 q1')",0.0
4614,HUM,2019 q1,3510,0.5906718708328518,Mr. Charles Rhyee,0.2158415592680049,male,Cowen and Company,"('HUM', '2019 q1')",0.0
4615,ABC,2019 q1,3510,0.7057172530742388,Mr. Ross Muken,0.3799358902101161,male,EVERCORE ISI,"('ABC', '2019 q1')",0.0
4616,CAH,2019 q1,3510,0.7586362791297332,Mr. Ross Muken,0.4897768894420279,male,EVERCORE ISI,"('CAH', '2019 q1')",0.0
4617,CERN,2019 q1,3510,0.6309007330109382,Mr. Ross Muken,0.4743418127854524,male,EVERCORE ISI,"('CERN', '2019 q1')",0.01666666753590107
4618,CVS,2019 q1,3510,0.7494383939110925,Mr. Ross Muken,0.5439633971278276,male,EVERCORE ISI,"('CVS', '2019 q1')",0.0
4619,DGX,2019 q1,3510,0.7014094660146295,Mr. Ross Muken,0.5872612880050123,male,EVERCORE ISI,"('DGX', '2019 q1')",0.03333333507180214
4620,DHR,2019 q1,3510,0.7086459963745347,Mr. Ross Muken,0.4512728723876841,male,EVERCORE ISI,"('DHR', '2019 q1')",0.0
4621,HSIC,2019 q1,3510,0.6516114171702048,Mr. Ross Muken,0.5326791367768091,male,EVERCORE ISI,"('HSIC', '2019 q1')",0.0
4622,LH,2019 q1,3510,0.7444782506905768,Mr. Ross Muken,0.3889348094268097,male,EVERCORE ISI,"('LH', '2019 q1')",0.0
4623,ABC,2019 q1,3510,0.7057172530742388,Mr. Brian Tanquilut,0.3594878775556136,male,Jefferies,"('ABC', '2019 q1')",0.0
4624,ABC,2019 q1,3510,0.7057172530742388,Ms. Erin E. Wright,0.5608171032487868,female,Credit Suisse,"('ABC', '2019 q1')",0.0
4625,ALGN,2019 q1,3510,0.5965158851058427,Ms. Erin E. Wright,0.2220406837927976,female,Credit Suisse,"('ALGN', '2019 q1')",0.0
4626,CAH,2019 q1,3510,0.7586362791297332,Ms. Erin E. Wright,0.5039315250958216,female,Credit Suisse,"('CAH', '2019 q1')",0.0
4627,CVS,2019 q1,3510,0.7494383939110925,Ms. Erin E. Wright,0.5161902933390036,female,Credit Suisse,"('CVS', '2019 q1')",0.0194775831575195
4628,DHR,2019 q1,3510,0.7086459963745347,Ms. Erin E. Wright,0.2811241140561187,female,Credit Suisse,"('DHR', '2019 q1')",0.0
4629,HSIC,2019 q1,3510,0.6516114171702048,Ms. Erin E. Wright,0.4123051404709665,female,Credit Suisse,"('HSIC', '2019 q1')",0.014480342157185078
4630,IDXX,2019 q1,3510,0.7525507622164289,Ms. Erin E. Wright,0.5687002926298159,female,Credit Suisse,"('IDXX', '2019 q1')",0.0
4631,LH,2019 q1,3510,0.7444782506905768,Ms. Erin E. Wright,0.3895751957043176,female,Credit Suisse,"('LH', '2019 q1')",0.0
4632,XRAY,2019 q1,3510,0.7153319556950113,Ms. Erin E. Wright,0.557710042943911,female,Credit Suisse,"('XRAY', '2019 q1')",0.0
4633,ABC,2019 q1,3510,0.7057172530742388,Mr. Michael A. Cherny,0.5992134434329299,male,BofA Global Research,"('ABC', '2019 q1')",0.03333333507180214
4634,CAH,2019 q1,3510,0.7586362791297332,Mr. Michael A. Cherny,0.6350997694953883,male,BofA Global Research,"('CAH', '2019 q1')",0.03333333507180214
4635,CERN,2019 q1,3510,0.6309007330109382,Mr. Michael A. Cherny,0.2393307936561004,male,BofA Global Research,"('CERN', '2019 q1')",0.0
4636,CVS,2019 q1,3510,0.7494383939110925,Mr. Michael A. Cherny,0.2771123751944735,male,BofA Global Research,"('CVS', '2019 q1')",0.01666666753590107
4637,HSIC,2019 q1,3510,0.6516114171702048,Mr. Michael A. Cherny,0.3186898019917329,male,BofA Global Research,"('HSIC', '2019 q1')",0.01666666753590107
4638,ABC,2019 q1,3510,0.7057172530742388,Mr. Steve Valiquette,0.471954037043977,male,Barclays,"('ABC', '2019 q1')",0.010576282627880573
4639,ALGN,2019 q1,3510,0.5965158851058427,Mr. Steve Valiquette,0.2907508890443064,male,Barclays,"('ALGN', '2019 q1')",0.0
4640,ANTM,2019 q1,3510,0.4669145762071912,Mr. Steve Valiquette,0.4217627185825573,male,Barclays,"('ANTM', '2019 q1')",0.0
4641,CAH,2019 q1,3510,0.7586362791297332,Mr. Steve Valiquette,0.5461699343586546,male,Barclays,"('CAH', '2019 q1')",0.0
4642,CERN,2019 q1,3510,0.6309007330109382,Mr. Steve Valiquette,0.3251938230398701,male,Barclays,"('CERN', '2019 q1')",0.0
4643,CNC,2019 q1,3510,0.518484504512251,Mr. Steve Valiquette,0.6707457001887075,male,Barclays,"('CNC', '2019 q1')",0.0057221172998348875
4644,CVS,2019 q1,3510,0.7494383939110925,Mr. Steve Valiquette,0.7106198843503582,male,Barclays,"('CVS', '2019 q1')",0.0
4645,HCA,2019 q1,3510,0.6156654848116859,Mr. Steve Valiquette,0.698379739238152,male,Barclays,"('HCA', '2019 q1')",0.0
4646,HSIC,2019 q1,3510,0.6516114171702048,Mr. Steve Valiquette,0.3627873504231216,male,Barclays,"('HSIC', '2019 q1')",0.0
4647,HUM,2019 q1,3510,0.5906718708328518,Mr. Steve Valiquette,0.558091218234038,male,Barclays,"('HUM', '2019 q1')",0.025478677824139595
4648,UHS,2019 q1,3510,0.5734436921221725,Mr. Steve Valiquette,0.454176028074275,male,Barclays,"('UHS', '2019 q1')",0.0
4649,XRAY,2019 q1,3510,0.7153319556950113,Mr. Steve Valiquette,0.4163003555011548,male,Barclays,"('XRAY', '2019 q1')",0.0
4650,ABT,2019 q1,3510,0.6483388416867291,Mr. Bob Hopkins,0.6723058944439695,male,BofA Global Research,"('ABT', '2019 q1')",0.03333333507180214
4651,BSX,2019 q1,3510,0.5955662402280874,Mr. Bob Hopkins,0.4308634376435895,male,BofA Global Research,"('BSX', '2019 q1')",0.0
4652,EW,2019 q1,3510,0.5230944884411747,Mr. Bob Hopkins,0.2196473416043657,male,BofA Global Research,"('EW', '2019 q1')",0.006117359269410372
4653,MDT,2019 q1,3510,0.5136109204896072,Mr. Bob Hopkins,0.6920141510871816,male,BofA Global Research,"('MDT', '2019 q1')",0.037077873945236206
4654,SYK,2019 q1,3510,0.5979962598065989,Mr. Bob Hopkins,0.2897027420150942,male,BofA Global Research,"('SYK', '2019 q1')",0.0
4655,ABT,2019 q1,3510,0.6483388416867291,SADIF Research,0.975500433710868,Not a person,Sadif Analytics Prime,"('ABT', '2019 q1')",0.9622867107391357
4656,CVS,2019 q1,3510,0.7494383939110925,SADIF Research,0.964491497531288,Not a person,Sadif Analytics Prime,"('CVS', '2019 q1')",0.94742751121521
4657,HOLX,2019 q1,3510,0.6750694004653782,SADIF Research,0.9948693773686932,Not a person,Sadif Analytics Prime,"('HOLX', '2019 q1')",0.9790704846382141
4658,RMD,2019 q1,3510,0.8657807682533519,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('RMD', '2019 q1')",0.971363365650177
4659,SYK,2019 q1,3510,0.5979962598065989,SADIF Research,0.9740522529381792,Not a person,Sadif Analytics Prime,"('SYK', '2019 q1')",0.95161372423172
4660,VAR,2019 q1,3510,0.9258731944453188,SADIF Research,0.9948728299093148,Not a person,Sadif Analytics Prime,"('VAR', '2019 q1')",0.954732358455658
4661,ABT,2019 q1,3510,0.6483388416867291,Lawrence H. Biegelsen,0.2434785023316208,male,"Wells Fargo Securities, LLC","('ABT', '2019 q1')",0.04342608526349068
4662,BAX,2019 q1,3510,0.7374179404370711,Lawrence H. Biegelsen,0.4205931494562629,male,"Wells Fargo Securities, LLC","('BAX', '2019 q1')",0.0
4663,BDX,2019 q1,3510,0.8058745902225404,Lawrence H. Biegelsen,0.5691648885871192,male,"Wells Fargo Securities, LLC","('BDX', '2019 q1')",0.0
4664,COO,2019 q1,3510,0.5900587008434234,Lawrence H. Biegelsen,0.2046252712226669,male,"Wells Fargo Securities, LLC","('COO', '2019 q1')",0.0
4665,EW,2019 q1,3510,0.5230944884411747,Lawrence H. Biegelsen,0.2050470247192883,male,"Wells Fargo Securities, LLC","('EW', '2019 q1')",0.0
4666,MDT,2019 q1,3510,0.5136109204896072,Lawrence H. Biegelsen,0.1146450888552605,male,"Wells Fargo Securities, LLC","('MDT', '2019 q1')",0.0
4667,SYK,2019 q1,3510,0.5979962598065989,Lawrence H. Biegelsen,0.1921853028146032,male,"Wells Fargo Securities, LLC","('SYK', '2019 q1')",0.0
4668,ZBH,2019 q1,3510,0.4377340475446577,Lawrence H. Biegelsen,0.1647440124797406,male,"Wells Fargo Securities, LLC","('ZBH', '2019 q1')",0.0
4669,ABT,2019 q1,3510,0.6483388416867291,Ms. Debbie S. Wang,0.5668592119890935,female,"Morningstar, Inc.","('ABT', '2019 q1')",0.0
4670,BSX,2019 q1,3510,0.5955662402280874,Ms. Debbie S. Wang,0.5450779864017182,female,"Morningstar, Inc.","('BSX', '2019 q1')",0.0
4671,DGX,2019 q1,3510,0.7014094660146295,Ms. Debbie S. Wang,0.7141900228008364,female,"Morningstar, Inc.","('DGX', '2019 q1')",0.0
4672,DXCM,2019 q1,3510,0.4663520470220755,Ms. Debbie S. Wang,0.5972889393064696,female,"Morningstar, Inc.","('DXCM', '2019 q1')",0.0
4673,EW,2019 q1,3510,0.5230944884411747,Ms. Debbie S. Wang,0.5441368071990199,female,"Morningstar, Inc.","('EW', '2019 q1')",0.00272182235494256
4674,HOLX,2019 q1,3510,0.6750694004653782,Ms. Debbie S. Wang,0.8879882943521068,female,"Morningstar, Inc.","('HOLX', '2019 q1')",0.0
4675,IDXX,2019 q1,3510,0.7525507622164289,Ms. Debbie S. Wang,0.7365994202815452,female,"Morningstar, Inc.","('IDXX', '2019 q1')",0.0
4676,LH,2019 q1,3510,0.7444782506905768,Ms. Debbie S. Wang,0.7738058054798964,female,"Morningstar, Inc.","('LH', '2019 q1')",0.0
4677,MDT,2019 q1,3510,0.5136109204896072,Ms. Debbie S. Wang,0.6574163095447773,female,"Morningstar, Inc.","('MDT', '2019 q1')",0.0
4678,SYK,2019 q1,3510,0.5979962598065989,Ms. Debbie S. Wang,0.6261732465251062,female,"Morningstar, Inc.","('SYK', '2019 q1')",0.0
4679,ZBH,2019 q1,3510,0.4377340475446577,Ms. Debbie S. Wang,0.6932174314133908,female,"Morningstar, Inc.","('ZBH', '2019 q1')",0.0
4680,ABT,2019 q1,3510,0.6483388416867291,Ms. Margaret Kaczor,0.2216055030919442,female,William Blair & Company,"('ABT', '2019 q1')",0.0
4681,DXCM,2019 q1,3510,0.4663520470220755,Ms. Margaret Kaczor,0.3224588952318308,female,William Blair & Company,"('DXCM', '2019 q1')",0.0
4682,ABT,2019 q1,3510,0.6483388416867291,"Kevin Huang, CFA",0.538916181116938,male,CFRA Equity Research,"('ABT', '2019 q1')",0.0
4683,ALGN,2019 q1,3510,0.5965158851058427,"Kevin Huang, CFA",0.600085710178438,male,CFRA Equity Research,"('ALGN', '2019 q1')",0.0
4684,BAX,2019 q1,3510,0.7374179404370711,"Kevin Huang, CFA",0.7217994161212272,male,CFRA Equity Research,"('BAX', '2019 q1')",0.0
4685,BDX,2019 q1,3510,0.8058745902225404,"Kevin Huang, CFA",0.7584169834897851,male,CFRA Equity Research,"('BDX', '2019 q1')",0.0
4686,BSX,2019 q1,3510,0.5955662402280874,"Kevin Huang, CFA",0.4426277982866524,male,CFRA Equity Research,"('BSX', '2019 q1')",0.0
4687,CERN,2019 q1,3510,0.6309007330109382,"Kevin Huang, CFA",0.7223418066649163,male,CFRA Equity Research,"('CERN', '2019 q1')",0.010794189944863319
4688,COO,2019 q1,3510,0.5900587008434234,"Kevin Huang, CFA",0.7844575653675204,male,CFRA Equity Research,"('COO', '2019 q1')",0.0
4689,CVS,2019 q1,3510,0.7494383939110925,"Kevin Huang, CFA",0.5487582004680813,male,CFRA Equity Research,"('CVS', '2019 q1')",0.0
4690,DGX,2019 q1,3510,0.7014094660146295,"Kevin Huang, CFA",0.6534583745208635,male,CFRA Equity Research,"('DGX', '2019 q1')",0.0
4691,DHR,2019 q1,3510,0.7086459963745347,"Kevin Huang, CFA",0.7476913677996063,male,CFRA Equity Research,"('DHR', '2019 q1')",0.0
4692,DVA,2019 q1,3510,0.7236448734944674,"Kevin Huang, CFA",0.6652151658997788,male,CFRA Equity Research,"('DVA', '2019 q1')",0.0
4693,DXCM,2019 q1,3510,0.4663520470220755,"Kevin Huang, CFA",0.6332841232427671,male,CFRA Equity Research,"('DXCM', '2019 q1')",0.0
4694,EW,2019 q1,3510,0.5230944884411747,"Kevin Huang, CFA",0.4615370315726323,male,CFRA Equity Research,"('EW', '2019 q1')",0.0
4695,HCA,2019 q1,3510,0.6156654848116859,"Kevin Huang, CFA",0.5867767509146776,male,CFRA Equity Research,"('HCA', '2019 q1')",0.0
4696,HOLX,2019 q1,3510,0.6750694004653782,"Kevin Huang, CFA",0.8292280558605534,male,CFRA Equity Research,"('HOLX', '2019 q1')",0.0
4697,IDXX,2019 q1,3510,0.7525507622164289,"Kevin Huang, CFA",0.6868356973815879,male,CFRA Equity Research,"('IDXX', '2019 q1')",0.0
4698,ISRG,2019 q1,3510,0.6694923437041707,"Kevin Huang, CFA",0.5858017939843723,male,CFRA Equity Research,"('ISRG', '2019 q1')",0.0
4699,LH,2019 q1,3510,0.7444782506905768,"Kevin Huang, CFA",0.7677370334328966,male,CFRA Equity Research,"('LH', '2019 q1')",0.0
4700,MDT,2019 q1,3510,0.5136109204896072,"Kevin Huang, CFA",0.4087626720411529,male,CFRA Equity Research,"('MDT', '2019 q1')",0.0
4701,RMD,2019 q1,3510,0.8657807682533519,"Kevin Huang, CFA",0.7346967579432891,male,CFRA Equity Research,"('RMD', '2019 q1')",0.0
4702,SYK,2019 q1,3510,0.5979962598065989,"Kevin Huang, CFA",0.5891691121545756,male,CFRA Equity Research,"('SYK', '2019 q1')",0.0
4703,TFX,2019 q1,3510,0.7335212211930575,"Kevin Huang, CFA",0.7328582198841105,male,CFRA Equity Research,"('TFX', '2019 q1')",0.0
4704,UHS,2019 q1,3510,0.5734436921221725,"Kevin Huang, CFA",0.5283512903855131,male,CFRA Equity Research,"('UHS', '2019 q1')",0.0
4705,VAR,2019 q1,3510,0.9258731944453188,"Kevin Huang, CFA",0.8811771698407536,male,CFRA Equity Research,"('VAR', '2019 q1')",0.0
4706,XRAY,2019 q1,3510,0.7153319556950113,"Kevin Huang, CFA",0.830639032487967,male,CFRA Equity Research,"('XRAY', '2019 q1')",0.0
4707,ZBH,2019 q1,3510,0.4377340475446577,"Kevin Huang, CFA",0.6845567696436313,male,CFRA Equity Research,"('ZBH', '2019 q1')",0.0
4708,ABT,2019 q1,3510,0.6483388416867291,Ms. Akansha Agarwal,0.6745819332598982,female,Crispidea,"('ABT', '2019 q1')",0.0
4709,BDX,2019 q1,3510,0.8058745902225404,Ms. Akansha Agarwal,0.7918216894505454,female,Crispidea,"('BDX', '2019 q1')",0.0
4710,DHR,2019 q1,3510,0.7086459963745347,Ms. Akansha Agarwal,0.624450946905694,female,Crispidea,"('DHR', '2019 q1')",0.0
4711,MDT,2019 q1,3510,0.5136109204896072,Ms. Akansha Agarwal,0.3891108805240476,female,Crispidea,"('MDT', '2019 q1')",0.0
4712,UNH,2019 q1,3510,0.679426730158593,Ms. Akansha Agarwal,0.8038586017268212,female,Crispidea,"('UNH', '2019 q1')",0.0
4713,ABT,2019 q1,3510,0.6483388416867291,Mr. Glenn Novarro,0.27912765125977,male,RBC Capital Markets,"('ABT', '2019 q1')",0.0
4714,BAX,2019 q1,3510,0.7374179404370711,Mr. Glenn Novarro,0.6437606633504194,male,RBC Capital Markets,"('BAX', '2019 q1')",0.03333333507180214
4715,EW,2019 q1,3510,0.5230944884411747,Mr. Glenn Novarro,0.1537334994686247,male,RBC Capital Markets,"('EW', '2019 q1')",0.0
4716,HOLX,2019 q1,3510,0.6750694004653782,Mr. Glenn Novarro,0.4413508496806295,male,RBC Capital Markets,"('HOLX', '2019 q1')",0.0
4717,MDT,2019 q1,3510,0.5136109204896072,Mr. Glenn Novarro,0.0905132664219998,male,RBC Capital Markets,"('MDT', '2019 q1')",0.0
4718,ZBH,2019 q1,3510,0.4377340475446577,Mr. Glenn Novarro,0.1922008253311376,male,RBC Capital Markets,"('ZBH', '2019 q1')",0.0
4719,ABT,2019 q1,3510,0.6483388416867291,Ms. Danielle J. Antalffy,0.1995661541226575,female,SVB Leerink,"('ABT', '2019 q1')",0.0
4720,BAX,2019 q1,3510,0.7374179404370711,Ms. Danielle J. Antalffy,0.3891725666118916,female,SVB Leerink,"('BAX', '2019 q1')",0.0
4721,EW,2019 q1,3510,0.5230944884411747,Ms. Danielle J. Antalffy,0.2704537400413159,female,SVB Leerink,"('EW', '2019 q1')",0.0
4722,MDT,2019 q1,3510,0.5136109204896072,Ms. Danielle J. Antalffy,0.1819668548267848,female,SVB Leerink,"('MDT', '2019 q1')",0.0
4723,ABT,2019 q1,3510,0.6483388416867291,Sean Lavin,0.2201387182023348,male,BTIG,"('ABT', '2019 q1')",0.0
4724,EW,2019 q1,3510,0.5230944884411747,Sean Lavin,0.3645855350476663,male,BTIG,"('EW', '2019 q1')",0.0
4725,HOLX,2019 q1,3510,0.6750694004653782,Sean Lavin,0.2019679108369448,male,BTIG,"('HOLX', '2019 q1')",0.01864207163453102
4726,ISRG,2019 q1,3510,0.6694923437041707,Sean Lavin,0.5228444959086557,male,BTIG,"('ISRG', '2019 q1')",0.0
4727,MDT,2019 q1,3510,0.5136109204896072,Sean Lavin,0.6420632238191086,male,BTIG,"('MDT', '2019 q1')",0.03333333507180214
4728,ABT,2019 q1,3510,0.6483388416867291,Mr. Matt S. Miksic,0.2396084439303017,male,Credit Suisse,"('ABT', '2019 q1')",0.0
4729,BAX,2019 q1,3510,0.7374179404370711,Mr. Matt S. Miksic,0.4290663304594023,male,Credit Suisse,"('BAX', '2019 q1')",0.0
4730,BSX,2019 q1,3510,0.5955662402280874,Mr. Matt S. Miksic,0.3175806714332771,male,Credit Suisse,"('BSX', '2019 q1')",0.0
4731,MDT,2019 q1,3510,0.5136109204896072,Mr. Matt S. Miksic,0.1144220093312241,male,Credit Suisse,"('MDT', '2019 q1')",0.0
4732,SYK,2019 q1,3510,0.5979962598065989,Mr. Matt S. Miksic,0.2435604550508847,male,Credit Suisse,"('SYK', '2019 q1')",0.0
4733,ALGN,2019 q1,3510,0.5965158851058427,"John C. Kreger, III",0.2848900948646291,male,William Blair & Company,"('ALGN', '2019 q1')",0.026291778311133385
4734,HSIC,2019 q1,3510,0.6516114171702048,"John C. Kreger, III",0.2166592871736593,male,William Blair & Company,"('HSIC', '2019 q1')",0.0
4735,XRAY,2019 q1,3510,0.7153319556950113,"John C. Kreger, III",0.4236945918308735,male,William Blair & Company,"('XRAY', '2019 q1')",0.0
4736,ALGN,2019 q1,3510,0.5965158851058427,Ravi Misra,0.5077286902560606,male,Berenberg,"('ALGN', '2019 q1')",0.0
4737,ALGN,2019 q1,3510,0.5965158851058427,Mr. Dave Keiser,0.4455088431515781,male,Northcoast Research,"('ALGN', '2019 q1')",0.03723033145070076
4738,COO,2019 q1,3510,0.5900587008434234,Mr. Dave Keiser,0.1823187134334301,male,Northcoast Research,"('COO', '2019 q1')",0.0
4739,STE,2019 q1,3510,0.7799771405583366,Mr. Dave Keiser,0.5778346603155229,male,Northcoast Research,"('STE', '2019 q1')",0.0
4740,SYK,2019 q1,3510,0.5979962598065989,Mr. Dave Keiser,0.265532077689651,male,Northcoast Research,"('SYK', '2019 q1')",0.014285894110798836
4741,ZBH,2019 q1,3510,0.4377340475446577,Mr. Dave Keiser,0.2891858985277472,male,Northcoast Research,"('ZBH', '2019 q1')",0.01904791345198949
4742,ALGN,2019 q1,3510,0.5965158851058427,"Mr. Damien Conover, CFA",0.5832802269224706,male,"Morningstar, Inc.","('ALGN', '2019 q1')",0.0
4743,CAH,2019 q1,3510,0.7586362791297332,"Mr. Damien Conover, CFA",0.8619173595791293,male,"Morningstar, Inc.","('CAH', '2019 q1')",0.0
4744,COO,2019 q1,3510,0.5900587008434234,"Mr. Damien Conover, CFA",0.6538153885804683,male,"Morningstar, Inc.","('COO', '2019 q1')",0.0
4745,HSIC,2019 q1,3510,0.6516114171702048,"Mr. Damien Conover, CFA",0.6666689175692112,male,"Morningstar, Inc.","('HSIC', '2019 q1')",0.0
4746,XRAY,2019 q1,3510,0.7153319556950113,"Mr. Damien Conover, CFA",0.6420353662358355,male,"Morningstar, Inc.","('XRAY', '2019 q1')",0.0
4747,ALGN,2019 q1,3510,0.5965158851058427,Mr. Matthew O. O'Brien,0.2394181728008207,male,Piper Sandler Companies,"('ALGN', '2019 q1')",0.0
4748,COO,2019 q1,3510,0.5900587008434234,Mr. Matthew O. O'Brien,0.2621834567933723,male,Piper Sandler Companies,"('COO', '2019 q1')",0.0
4749,SYK,2019 q1,3510,0.5979962598065989,Mr. Matthew O. O'Brien,0.3597233726370155,male,Piper Sandler Companies,"('SYK', '2019 q1')",0.0
4750,TFX,2019 q1,3510,0.7335212211930575,Mr. Matthew O. O'Brien,0.6103883996659952,male,Piper Sandler Companies,"('TFX', '2019 q1')",0.0
4751,ALGN,2019 q1,3510,0.5965158851058427,Michael Waterhouse,0.594234289912471,male,"Morningstar, Inc.","('ALGN', '2019 q1')",0.01666666753590107
4752,BAX,2019 q1,3510,0.7374179404370711,Michael Waterhouse,0.8048061687091228,male,"Morningstar, Inc.","('BAX', '2019 q1')",0.0
4753,COO,2019 q1,3510,0.5900587008434234,Michael Waterhouse,0.6781508587267401,male,"Morningstar, Inc.","('COO', '2019 q1')",0.0
4754,DHR,2019 q1,3510,0.7086459963745347,Michael Waterhouse,0.6466872912358362,male,"Morningstar, Inc.","('DHR', '2019 q1')",0.0
4755,HSIC,2019 q1,3510,0.6516114171702048,Michael Waterhouse,0.7090449727422101,male,"Morningstar, Inc.","('HSIC', '2019 q1')",0.0
4756,XRAY,2019 q1,3510,0.7153319556950113,Michael Waterhouse,0.6666765265131332,male,"Morningstar, Inc.","('XRAY', '2019 q1')",0.0
4757,ALGN,2019 q1,3510,0.5965158851058427,Mr. Steve Beuchaw,0.3212568162372336,male,Morgan Stanley,"('ALGN', '2019 q1')",0.0
4758,ALGN,2019 q1,3510,0.5965158851058427,Ms. Elizabeth Anderson,0.5686598553133807,female,EVERCORE ISI,"('ALGN', '2019 q1')",0.03333333507180214
4759,ALGN,2019 q1,3510,0.5965158851058427,Credit Suisse Global Product Marketing,0.6040290819171695,Not a person,Credit Suisse,"('ALGN', '2019 q1')",0.0
4760,ANTM,2019 q1,3510,0.4669145762071912,Credit Suisse Global Product Marketing,0.4941570704250241,Not a person,Credit Suisse,"('ANTM', '2019 q1')",0.0
4761,HCA,2019 q1,3510,0.6156654848116859,Credit Suisse Global Product Marketing,0.5857962494519767,Not a person,Credit Suisse,"('HCA', '2019 q1')",0.0
4762,HSIC,2019 q1,3510,0.6516114171702048,Credit Suisse Global Product Marketing,0.4761271546120943,Not a person,Credit Suisse,"('HSIC', '2019 q1')",0.01146920770406723
4763,HUM,2019 q1,3510,0.5906718708328518,Credit Suisse Global Product Marketing,0.5069284909910283,Not a person,Credit Suisse,"('HUM', '2019 q1')",0.0
4764,ANTM,2019 q1,3510,0.4669145762071912,"Ms. Anagha A. Gupte, PHD",0.1915242719536475,female,SVB Leerink,"('ANTM', '2019 q1')",0.0
4765,CNC,2019 q1,3510,0.518484504512251,"Ms. Anagha A. Gupte, PHD",0.2800856741227675,female,SVB Leerink,"('CNC', '2019 q1')",0.0
4766,CVS,2019 q1,3510,0.7494383939110925,"Ms. Anagha A. Gupte, PHD",0.4035294987824718,female,SVB Leerink,"('CVS', '2019 q1')",0.0
4767,HCA,2019 q1,3510,0.6156654848116859,"Ms. Anagha A. Gupte, PHD",0.2255772813709987,female,SVB Leerink,"('HCA', '2019 q1')",0.0
4768,HUM,2019 q1,3510,0.5906718708328518,"Ms. Anagha A. Gupte, PHD",0.2493424649701873,female,SVB Leerink,"('HUM', '2019 q1')",0.0
4769,UHS,2019 q1,3510,0.5734436921221725,"Ms. Anagha A. Gupte, PHD",0.2842202472209083,female,SVB Leerink,"('UHS', '2019 q1')",0.0
4770,UNH,2019 q1,3510,0.679426730158593,"Ms. Anagha A. Gupte, PHD",0.3316955414668094,female,SVB Leerink,"('UNH', '2019 q1')",0.0
4771,ANTM,2019 q1,3510,0.4669145762071912,"David H. Windley, CFA, CPA, CFA",0.4553701234870181,male,Jefferies,"('ANTM', '2019 q1')",0.0
4772,CI,2019 q1,3510,0.5283255727615329,"David H. Windley, CFA, CPA, CFA",0.3115730366397529,male,Jefferies,"('CI', '2019 q1')",0.015417644754052162
4773,HUM,2019 q1,3510,0.5906718708328518,"David H. Windley, CFA, CPA, CFA",0.5449479737005043,male,Jefferies,"('HUM', '2019 q1')",0.016034485772252083
4774,UNH,2019 q1,3510,0.679426730158593,"David H. Windley, CFA, CPA, CFA",0.3968291738586799,male,Jefferies,"('UNH', '2019 q1')",0.0
4775,ANTM,2019 q1,3510,0.4669145762071912,Mr. Scott J. Fidel,0.0966978186694579,male,Stephens Inc.,"('ANTM', '2019 q1')",0.0
4776,CNC,2019 q1,3510,0.518484504512251,Mr. Scott J. Fidel,0.1590415684595253,male,Stephens Inc.,"('CNC', '2019 q1')",0.0
4777,HCA,2019 q1,3510,0.6156654848116859,Mr. Scott J. Fidel,0.323303665212126,male,Stephens Inc.,"('HCA', '2019 q1')",0.0
4778,UNH,2019 q1,3510,0.679426730158593,Mr. Scott J. Fidel,0.4578730238988385,male,Stephens Inc.,"('UNH', '2019 q1')",0.0
4779,ANTM,2019 q1,3510,0.4669145762071912,Michael Newshel,0.5358203114013737,male,EVERCORE ISI,"('ANTM', '2019 q1')",0.01666666753590107
4780,ANTM,2019 q1,3510,0.4669145762071912,Jake Strole,0.5818664533705813,male,"Morningstar, Inc.","('ANTM', '2019 q1')",0.0
4781,CI,2019 q1,3510,0.5283255727615329,Jake Strole,0.5773627942109106,male,"Morningstar, Inc.","('CI', '2019 q1')",0.0
4782,CVS,2019 q1,3510,0.7494383939110925,Jake Strole,0.6118912799340718,male,"Morningstar, Inc.","('CVS', '2019 q1')",0.0074300626292824745
4783,DVA,2019 q1,3510,0.7236448734944674,Jake Strole,0.7185849873547997,male,"Morningstar, Inc.","('DVA', '2019 q1')",0.0
4784,HCA,2019 q1,3510,0.6156654848116859,Jake Strole,0.6592064632058754,male,"Morningstar, Inc.","('HCA', '2019 q1')",0.0
4785,HUM,2019 q1,3510,0.5906718708328518,Jake Strole,0.8576119405480565,male,"Morningstar, Inc.","('HUM', '2019 q1')",0.0
4786,STE,2019 q1,3510,0.7799771405583366,Jake Strole,0.7786084258826759,male,"Morningstar, Inc.","('STE', '2019 q1')",0.0
4787,TFX,2019 q1,3510,0.7335212211930575,Jake Strole,0.8194476295173497,male,"Morningstar, Inc.","('TFX', '2019 q1')",0.0
4788,UNH,2019 q1,3510,0.679426730158593,Jake Strole,0.6772934261610879,male,"Morningstar, Inc.","('UNH', '2019 q1')",0.0
4789,ANTM,2019 q1,3510,0.4669145762071912,David S. MacDonald,0.1372071266935128,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2019 q1')",0.0
4790,CNC,2019 q1,3510,0.518484504512251,David S. MacDonald,0.235944205993218,male,SunTrust Robinson Humphrey Capital Markets,"('CNC', '2019 q1')",0.042533792555332184
4791,CVS,2019 q1,3510,0.7494383939110925,David S. MacDonald,0.3120210476652962,male,SunTrust Robinson Humphrey Capital Markets,"('CVS', '2019 q1')",0.02226264961063862
4792,DGX,2019 q1,3510,0.7014094660146295,David S. MacDonald,0.4417279219793152,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2019 q1')",0.0
4793,HCA,2019 q1,3510,0.6156654848116859,David S. MacDonald,0.1614478269538888,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2019 q1')",0.0
4794,ANTM,2019 q1,3510,0.4669145762071912,Mr. Zachary Sopcak,0.2549203141302076,male,Morgan Stanley,"('ANTM', '2019 q1')",0.00294249365106225
4795,CI,2019 q1,3510,0.5283255727615329,Mr. Zachary Sopcak,0.3697485036029324,male,Morgan Stanley,"('CI', '2019 q1')",0.0
4796,CNC,2019 q1,3510,0.518484504512251,Mr. Zachary Sopcak,0.5249645037114988,male,Morgan Stanley,"('CNC', '2019 q1')",0.06077670678496361
4797,HCA,2019 q1,3510,0.6156654848116859,Mr. Zachary Sopcak,0.4204393503419495,male,Morgan Stanley,"('HCA', '2019 q1')",0.0
4798,HUM,2019 q1,3510,0.5906718708328518,Mr. Zachary Sopcak,0.1702349170446014,male,Morgan Stanley,"('HUM', '2019 q1')",0.006317710503935814
4799,ANTM,2019 q1,3510,0.4669145762071912,Ms. Sarah E. James,0.2334961422458496,female,Piper Sandler Companies,"('ANTM', '2019 q1')",0.0
4800,CI,2019 q1,3510,0.5283255727615329,Ms. Sarah E. James,0.2356230328086181,female,Piper Sandler Companies,"('CI', '2019 q1')",0.0
4801,CNC,2019 q1,3510,0.518484504512251,Ms. Sarah E. James,0.2686238220335614,female,Piper Sandler Companies,"('CNC', '2019 q1')",0.0
4802,HSIC,2019 q1,3510,0.6516114171702048,Ms. Sarah E. James,0.25512396361223,female,Piper Sandler Companies,"('HSIC', '2019 q1')",0.0
4803,HUM,2019 q1,3510,0.5906718708328518,Ms. Sarah E. James,0.3114044570866368,female,Piper Sandler Companies,"('HUM', '2019 q1')",0.0
4804,UHS,2019 q1,3510,0.5734436921221725,Ms. Sarah E. James,0.3814025218778868,female,Piper Sandler Companies,"('UHS', '2019 q1')",0.0
4805,UNH,2019 q1,3510,0.679426730158593,Ms. Sarah E. James,0.4115333893046969,female,Piper Sandler Companies,"('UNH', '2019 q1')",0.0
4806,ANTM,2019 q1,3510,0.4669145762071912,"Mr. Kevin M. Fischbeck, CFA",0.6502321118905618,male,BofA Global Research,"('ANTM', '2019 q1')",0.03333333507180214
4807,CI,2019 q1,3510,0.5283255727615329,"Mr. Kevin M. Fischbeck, CFA",0.1945051073982928,male,BofA Global Research,"('CI', '2019 q1')",0.0
4808,CNC,2019 q1,3510,0.518484504512251,"Mr. Kevin M. Fischbeck, CFA",0.1463746949135413,male,BofA Global Research,"('CNC', '2019 q1')",0.0
4809,DVA,2019 q1,3510,0.7236448734944674,"Mr. Kevin M. Fischbeck, CFA",0.4417175624083724,male,BofA Global Research,"('DVA', '2019 q1')",0.0
4810,HCA,2019 q1,3510,0.6156654848116859,"Mr. Kevin M. Fischbeck, CFA",0.6522769524799812,male,BofA Global Research,"('HCA', '2019 q1')",0.03333333507180214
4811,UHS,2019 q1,3510,0.5734436921221725,"Mr. Kevin M. Fischbeck, CFA",0.2945001798378542,male,BofA Global Research,"('UHS', '2019 q1')",0.0
4812,ANTM,2019 q1,3510,0.4669145762071912,Mr. A.J. Rice,0.1409042619312276,male,Credit Suisse,"('ANTM', '2019 q1')",0.0
4813,CNC,2019 q1,3510,0.518484504512251,Mr. A.J. Rice,0.2946391321998989,male,Credit Suisse,"('CNC', '2019 q1')",0.0
4814,HUM,2019 q1,3510,0.5906718708328518,Mr. A.J. Rice,0.3519449370822833,male,Credit Suisse,"('HUM', '2019 q1')",0.01005297340452671
4815,ANTM,2019 q1,3510,0.4669145762071912,"Frank G. Morgan, CFA",0.173640986783005,male,RBC Capital Markets,"('ANTM', '2019 q1')",0.0
4816,CI,2019 q1,3510,0.5283255727615329,"Frank G. Morgan, CFA",0.1397416756872274,male,RBC Capital Markets,"('CI', '2019 q1')",0.0
4817,DVA,2019 q1,3510,0.7236448734944674,"Frank G. Morgan, CFA",0.5584782987671518,male,RBC Capital Markets,"('DVA', '2019 q1')",0.0
4818,HUM,2019 q1,3510,0.5906718708328518,"Frank G. Morgan, CFA",0.1798088980372658,male,RBC Capital Markets,"('HUM', '2019 q1')",0.0
4819,ANTM,2019 q1,3510,0.4669145762071912,Peter H. Costa,0.150301515029801,male,"Wells Fargo Securities, LLC","('ANTM', '2019 q1')",0.0
4820,CI,2019 q1,3510,0.5283255727615329,Peter H. Costa,0.200166714185919,male,"Wells Fargo Securities, LLC","('CI', '2019 q1')",0.0
4821,CNC,2019 q1,3510,0.518484504512251,Peter H. Costa,0.2269668188155113,male,"Wells Fargo Securities, LLC","('CNC', '2019 q1')",0.0
4822,CVS,2019 q1,3510,0.7494383939110925,Peter H. Costa,0.3068913461999412,male,"Wells Fargo Securities, LLC","('CVS', '2019 q1')",0.0
4823,HCA,2019 q1,3510,0.6156654848116859,Peter H. Costa,0.2351129489033045,male,"Wells Fargo Securities, LLC","('HCA', '2019 q1')",0.0
4824,HUM,2019 q1,3510,0.5906718708328518,Peter H. Costa,0.228943054900221,male,"Wells Fargo Securities, LLC","('HUM', '2019 q1')",0.0
4825,UHS,2019 q1,3510,0.5734436921221725,Peter H. Costa,0.2818380894206384,male,"Wells Fargo Securities, LLC","('UHS', '2019 q1')",0.0
4826,BAX,2019 q1,3510,0.7374179404370711,Acquisdata Research Team,0.640836371129225,Not a person,Acquisdata,"('BAX', '2019 q1')",0.0
4827,BAX,2019 q1,3510,0.7374179404370711,"Kristen Stewart, CFA",0.4623480417610313,female,Barclays,"('BAX', '2019 q1')",0.0
4828,BDX,2019 q1,3510,0.8058745902225404,"Kristen Stewart, CFA",0.495817019352434,female,Barclays,"('BDX', '2019 q1')",0.010285872966051102
4829,EW,2019 q1,3510,0.5230944884411747,"Kristen Stewart, CFA",0.1393877253589076,female,Barclays,"('EW', '2019 q1')",0.012267605401575565
4830,MDT,2019 q1,3510,0.5136109204896072,"Kristen Stewart, CFA",0.108879188267022,female,Barclays,"('MDT', '2019 q1')",0.0
4831,SYK,2019 q1,3510,0.5979962598065989,"Kristen Stewart, CFA",0.6232845685046665,female,Barclays,"('SYK', '2019 q1')",0.011241896077990532
4832,TFX,2019 q1,3510,0.7335212211930575,"Kristen Stewart, CFA",0.4241026534730782,female,Barclays,"('TFX', '2019 q1')",0.0
4833,ZBH,2019 q1,3510,0.4377340475446577,"Kristen Stewart, CFA",0.196195548995412,female,Barclays,"('ZBH', '2019 q1')",0.018319375813007355
4834,BDX,2019 q1,3510,0.8058745902225404,Mr. Brandon Couillard,0.5202219861398899,male,Jefferies,"('BDX', '2019 q1')",0.0
4835,DHR,2019 q1,3510,0.7086459963745347,Mr. Brandon Couillard,0.3883761697858081,male,Jefferies,"('DHR', '2019 q1')",0.0
4836,HSIC,2019 q1,3510,0.6516114171702048,Mr. Brandon Couillard,0.4318424433316286,male,Jefferies,"('HSIC', '2019 q1')",0.0
4837,BDX,2019 q1,3510,0.8058745902225404,"Mr. Alex Morozov, CFA",0.8346558167690769,male,"Morningstar, Inc.","('BDX', '2019 q1')",0.0
4838,ISRG,2019 q1,3510,0.6694923437041707,"Mr. Alex Morozov, CFA",0.8366455949202215,male,"Morningstar, Inc.","('ISRG', '2019 q1')",0.0
4839,VAR,2019 q1,3510,0.9258731944453188,"Mr. Alex Morozov, CFA",0.8762220709410519,male,"Morningstar, Inc.","('VAR', '2019 q1')",0.0
4840,BDX,2019 q1,3510,0.8058745902225404,Mr. Douglas A. Schenkel,0.7771110956703445,male,Cowen and Company,"('BDX', '2019 q1')",0.0
4841,BDX,2019 q1,3510,0.8058745902225404,"William R. Quirk, CFA",0.5040858812500801,male,Piper Sandler Companies,"('BDX', '2019 q1')",0.0
4842,HOLX,2019 q1,3510,0.6750694004653782,"William R. Quirk, CFA",0.2634573087268729,male,Piper Sandler Companies,"('HOLX', '2019 q1')",0.0
4843,BSX,2019 q1,3510,0.5955662402280874,"Joshua T. Jennings, MD",0.8908161541985252,male,Cowen and Company,"('BSX', '2019 q1')",0.0
4844,EW,2019 q1,3510,0.5230944884411747,"Joshua T. Jennings, MD",0.223442454366434,male,Cowen and Company,"('EW', '2019 q1')",0.02602624148130417
4845,MDT,2019 q1,3510,0.5136109204896072,"Joshua T. Jennings, MD",0.1779422881356747,male,Cowen and Company,"('MDT', '2019 q1')",0.0
4846,SYK,2019 q1,3510,0.5979962598065989,"Joshua T. Jennings, MD",0.1907494105815513,male,Cowen and Company,"('SYK', '2019 q1')",0.0
4847,ZBH,2019 q1,3510,0.4377340475446577,"Joshua T. Jennings, MD",0.0906453081929076,male,Cowen and Company,"('ZBH', '2019 q1')",0.0
4848,BSX,2019 q1,3510,0.5955662402280874,Research Department,0.3798856053510777,Not a person,Trefis,"('BSX', '2019 q1')",0.0
4849,CERN,2019 q1,3510,0.6309007330109382,"Mr. David M. Larsen, CFA",0.2473505721794894,male,SVB Leerink,"('CERN', '2019 q1')",0.011251433752477169
4850,HSIC,2019 q1,3510,0.6516114171702048,"Mr. David M. Larsen, CFA",0.2541573477739522,male,SVB Leerink,"('HSIC', '2019 q1')",0.0
4851,CERN,2019 q1,3510,0.6309007330109382,Sean W. Wieland,0.2693198861113392,male,Piper Sandler Companies,"('CERN', '2019 q1')",0.010019554756581783
4852,CERN,2019 q1,3510,0.6309007330109382,Anna Baran,0.8988552901998568,female,"Morningstar, Inc.","('CERN', '2019 q1')",0.0
4853,CERN,2019 q1,3510,0.6309007330109382,Mr. Jeffrey R. Garro,0.2674607889261962,male,William Blair & Company,"('CERN', '2019 q1')",0.0
4854,CI,2019 q1,3510,0.5283255727615329,Michael D. Wiederhorn,0.160335511988455,male,"Oppenheimer & Co., Inc.","('CI', '2019 q1')",0.0
4855,CNC,2019 q1,3510,0.518484504512251,Michael D. Wiederhorn,0.1713131583361828,male,"Oppenheimer & Co., Inc.","('CNC', '2019 q1')",0.019777636975049973
4856,HCA,2019 q1,3510,0.6156654848116859,Michael D. Wiederhorn,0.1479242740116745,male,"Oppenheimer & Co., Inc.","('HCA', '2019 q1')",0.0
4857,HUM,2019 q1,3510,0.5906718708328518,Michael D. Wiederhorn,0.1946809159444123,male,"Oppenheimer & Co., Inc.","('HUM', '2019 q1')",0.04118449613451958
4858,UNH,2019 q1,3510,0.679426730158593,Michael D. Wiederhorn,0.2907780183751838,male,"Oppenheimer & Co., Inc.","('UNH', '2019 q1')",0.0
4859,CI,2019 q1,3510,0.5283255727615329,Justin Lake,0.6647559302769215,male,Wolfe Research,"('CI', '2019 q1')",0.03333333507180214
4860,CVS,2019 q1,3510,0.7494383939110925,Justin Lake,0.6300739059482685,male,Wolfe Research,"('CVS', '2019 q1')",0.0
4861,UNH,2019 q1,3510,0.679426730158593,Justin Lake,0.424048266765639,male,Wolfe Research,"('UNH', '2019 q1')",0.0
4862,COO,2019 q1,3510,0.5900587008434234,"Christopher C. Cooley, CFA",0.238104988504456,male,Stephens Inc.,"('COO', '2019 q1')",0.0
4863,STE,2019 q1,3510,0.7799771405583366,"Christopher C. Cooley, CFA",0.7197555758169517,male,Stephens Inc.,"('STE', '2019 q1')",0.0
4864,TFX,2019 q1,3510,0.7335212211930575,"Christopher C. Cooley, CFA",0.7796608625502331,male,Stephens Inc.,"('TFX', '2019 q1')",0.0
4865,XRAY,2019 q1,3510,0.7153319556950113,"Christopher C. Cooley, CFA",0.6994947098182686,male,Stephens Inc.,"('XRAY', '2019 q1')",0.0
4866,COO,2019 q1,3510,0.5900587008434234,Mr. Christopher Pasquale,0.2046896730217473,male,Guggenheim Securities LLC,"('COO', '2019 q1')",0.010167459025979042
4867,DXCM,2019 q1,3510,0.4663520470220755,Mr. Christopher Pasquale,0.1310625772817617,male,Guggenheim Securities LLC,"('DXCM', '2019 q1')",0.015121633186936378
4868,MDT,2019 q1,3510,0.5136109204896072,Mr. Christopher Pasquale,0.2334274412338793,male,Guggenheim Securities LLC,"('MDT', '2019 q1')",0.006423052400350571
4869,SYK,2019 q1,3510,0.5979962598065989,Mr. Christopher Pasquale,0.181568847098706,male,Guggenheim Securities LLC,"('SYK', '2019 q1')",0.0
4870,ZBH,2019 q1,3510,0.4377340475446577,Mr. Christopher Pasquale,0.2950485082563445,male,Guggenheim Securities LLC,"('ZBH', '2019 q1')",0.0
4871,COO,2019 q1,3510,0.5900587008434234,Steven M. Lichtman,0.1885840758134291,male,"Oppenheimer & Co., Inc.","('COO', '2019 q1')",0.0
4872,DXCM,2019 q1,3510,0.4663520470220755,Steven M. Lichtman,0.2149324560304799,male,"Oppenheimer & Co., Inc.","('DXCM', '2019 q1')",0.0
4873,MDT,2019 q1,3510,0.5136109204896072,Steven M. Lichtman,0.0735983091433403,male,"Oppenheimer & Co., Inc.","('MDT', '2019 q1')",0.017921019345521927
4874,SYK,2019 q1,3510,0.5979962598065989,Steven M. Lichtman,0.1791610800887439,male,"Oppenheimer & Co., Inc.","('SYK', '2019 q1')",0.0
4875,CVS,2019 q1,3510,0.7494383939110925,George Hill,0.6261127440013027,male,RBC Capital Markets,"('CVS', '2019 q1')",0.0
4876,CVS,2019 q1,3510,0.7494383939110925,Ms. Ricky R. Goldwasser,0.905155851227466,female,Morgan Stanley,"('CVS', '2019 q1')",0.0
4877,DGX,2019 q1,3510,0.7014094660146295,Ms. Ricky R. Goldwasser,0.579350422101513,female,Morgan Stanley,"('DGX', '2019 q1')",0.0
4878,DGX,2019 q1,3510,0.7014094660146295,Derik De Bruin,0.5438521266130837,male,BofA Global Research,"('DGX', '2019 q1')",0.0
4879,DHR,2019 q1,3510,0.7086459963745347,Derik De Bruin,0.6196085610199314,male,BofA Global Research,"('DHR', '2019 q1')",0.016075504943728447
4880,HOLX,2019 q1,3510,0.6750694004653782,Derik De Bruin,0.3674651309302327,male,BofA Global Research,"('HOLX', '2019 q1')",0.0
4881,LH,2019 q1,3510,0.7444782506905768,Derik De Bruin,0.619525657413368,male,BofA Global Research,"('LH', '2019 q1')",0.03333333507180214
4882,DGX,2019 q1,3510,0.7014094660146295,Mr. Dan Leonard,0.5989434909255427,male,Deutsche Bank,"('DGX', '2019 q1')",0.0
4883,DHR,2019 q1,3510,0.7086459963745347,Mr. Dan Leonard,0.7943699540787236,male,Deutsche Bank,"('DHR', '2019 q1')",0.0
4884,LH,2019 q1,3510,0.7444782506905768,Mr. Dan Leonard,0.8881493860908783,male,Deutsche Bank,"('LH', '2019 q1')",0.0
4885,DGX,2019 q1,3510,0.7014094660146295,"Mr. Jack Meehan, CFA",0.2778854463665708,male,Barclays,"('DGX', '2019 q1')",0.0
4886,LH,2019 q1,3510,0.7444782506905768,"Mr. Jack Meehan, CFA",0.5481802457960957,male,Barclays,"('LH', '2019 q1')",0.0
4887,DGX,2019 q1,3510,0.7014094660146295,Mr. Mark A. Massaro,0.2845304215240573,male,Canaccord Genuity,"('DGX', '2019 q1')",0.017227089032530785
4888,HOLX,2019 q1,3510,0.6750694004653782,Mr. Mark A. Massaro,0.2373069110604491,male,Canaccord Genuity,"('HOLX', '2019 q1')",0.0
4889,IDXX,2019 q1,3510,0.7525507622164289,Mr. Mark A. Massaro,0.4499712087485313,male,Canaccord Genuity,"('IDXX', '2019 q1')",0.013350802473723888
4890,DGX,2019 q1,3510,0.7014094660146295,Kevin Ellich,0.4121411915683318,male,Craig Hallum,"('DGX', '2019 q1')",0.0
4891,HSIC,2019 q1,3510,0.6516114171702048,Kevin Ellich,0.2698642165414494,male,Craig Hallum,"('HSIC', '2019 q1')",0.0
4892,LH,2019 q1,3510,0.7444782506905768,Kevin Ellich,0.3994935702184264,male,Craig Hallum,"('LH', '2019 q1')",0.0
4893,DHR,2019 q1,3510,0.7086459963745347,"Mr. Deane Dray, CFA",0.2996692297112119,male,RBC Capital Markets,"('DHR', '2019 q1')",0.0
4894,DHR,2019 q1,3510,0.7086459963745347,"Mr. Paul R. Knight, CFA",0.2463731395712372,male,Janney Montgomery Scott LLC,"('DHR', '2019 q1')",0.0
4895,DHR,2019 q1,3510,0.7086459963745347,"Brian P. Drab, CFA",0.5147666540512124,male,William Blair & Company,"('DHR', '2019 q1')",0.0
4896,DVA,2019 q1,3510,0.7236448734944674,Pito Chickering,0.8722544729105468,male,Deutsche Bank,"('DVA', '2019 q1')",0.0
4897,HCA,2019 q1,3510,0.6156654848116859,Pito Chickering,0.9494484972855246,male,Deutsche Bank,"('HCA', '2019 q1')",0.0
4898,MDT,2019 q1,3510,0.5136109204896072,Pito Chickering,0.7818960850233653,male,Deutsche Bank,"('MDT', '2019 q1')",0.0
4899,DVA,2019 q1,3510,0.7236448734944674,Mr. Patrick Feeley,0.5595402747882621,male,Barclays,"('DVA', '2019 q1')",0.0
4900,DXCM,2019 q1,3510,0.4663520470220755,J.P. McKim,0.3694700997257668,male,Piper Sandler Companies,"('DXCM', '2019 q1')",0.0
4901,DXCM,2019 q1,3510,0.4663520470220755,Travis Steed,0.3647747458866868,male,BofA Global Research,"('DXCM', '2019 q1')",0.013074622489511967
4902,DXCM,2019 q1,3510,0.4663520470220755,Mr. Kyle W. Rose,0.1843378754007289,male,Canaccord Genuity,"('DXCM', '2019 q1')",0.045385248959064484
4903,SYK,2019 q1,3510,0.5979962598065989,Mr. Kyle W. Rose,0.1587627407478311,male,Canaccord Genuity,"('SYK', '2019 q1')",0.014841216616332531
4904,ZBH,2019 q1,3510,0.4377340475446577,Mr. Kyle W. Rose,0.1733859311044956,male,Canaccord Genuity,"('ZBH', '2019 q1')",0.023035269230604172
4905,EW,2019 q1,3510,0.5230944884411747,"Mr. Suraj Kalia, CFA",0.683414595279322,male,Northland Securities,"('EW', '2019 q1')",0.03333333507180214
4906,EW,2019 q1,3510,0.5230944884411747,Mr. Jason R. Mills,0.174152673841867,male,Canaccord Genuity,"('EW', '2019 q1')",0.022696733009070158
4907,ISRG,2019 q1,3510,0.6694923437041707,Mr. Jason R. Mills,0.369826560075589,male,Canaccord Genuity,"('ISRG', '2019 q1')",0.0
4908,HCA,2019 q1,3510,0.6156654848116859,"Mr. Ryan S. Daniels, CFA",0.1792454411885727,male,William Blair & Company,"('HCA', '2019 q1')",0.0
4909,LH,2019 q1,3510,0.7444782506905768,"Mr. Ryan S. Daniels, CFA",0.3302389668572523,male,William Blair & Company,"('LH', '2019 q1')",0.0
4910,HOLX,2019 q1,3510,0.6750694004653782,Mr. Richard Newitter,0.2301277182528149,male,SVB Leerink,"('HOLX', '2019 q1')",0.0
4911,HOLX,2019 q1,3510,0.6750694004653782,Mr. Raj S. Denhoy,0.2342576367068183,male,Jefferies,"('HOLX', '2019 q1')",0.0
4912,MDT,2019 q1,3510,0.5136109204896072,Mr. Raj S. Denhoy,0.2064357520096122,male,Jefferies,"('MDT', '2019 q1')",0.0
4913,TFX,2019 q1,3510,0.7335212211930575,Mr. Raj S. Denhoy,0.3735420431049154,male,Jefferies,"('TFX', '2019 q1')",0.0
4914,HSIC,2019 q1,3510,0.6516114171702048,"Stephen Hagan, AIA",0.2377000071205813,male,RBC Capital Markets,"('HSIC', '2019 q1')",0.003595400291184584
4915,HSIC,2019 q1,3510,0.6516114171702048,"Mr. Michael J. Petusky, CFA",0.675744138943245,male,Barrington Research Associates,"('HSIC', '2019 q1')",0.0
4916,VAR,2019 q1,3510,0.9258731944453188,"Mr. Michael J. Petusky, CFA",0.8183840785462365,male,Barrington Research Associates,"('VAR', '2019 q1')",0.0
4917,HSIC,2019 q1,3510,0.6516114171702048,Mr. Kevin Kedra,0.3888311851311203,male,Gabelli & Company,"('HSIC', '2019 q1')",0.018010422587394714
4918,IDXX,2019 q1,3510,0.7525507622164289,Mr. Michael Ryskin,0.584786259030981,male,BofA Global Research,"('IDXX', '2019 q1')",0.0
4919,ISRG,2019 q1,3510,0.6694923437041707,"Mr. Brandon Henry, CFA",0.4589128226663668,male,RBC Capital Markets,"('ISRG', '2019 q1')",0.0
4920,SYK,2019 q1,3510,0.5979962598065989,"Mr. Brandon Henry, CFA",0.6351384202038858,male,RBC Capital Markets,"('SYK', '2019 q1')",0.03333333507180214
4921,VAR,2019 q1,3510,0.9258731944453188,"Mr. Brandon Henry, CFA",0.766774637156501,male,RBC Capital Markets,"('VAR', '2019 q1')",0.0
4922,ISRG,2019 q1,3510,0.6694923437041707,Mr. Vijay M. Kumar,0.6955803511616571,male,EVERCORE ISI,"('ISRG', '2019 q1')",0.03333333507180214
4923,MDT,2019 q1,3510,0.5136109204896072,Mr. Vijay M. Kumar,0.6423102466245287,male,EVERCORE ISI,"('MDT', '2019 q1')",0.03333333507180214
4924,SYK,2019 q1,3510,0.5979962598065989,Mr. Vijay M. Kumar,0.3610882770767751,male,EVERCORE ISI,"('SYK', '2019 q1')",0.01666666753590107
4925,MDT,2019 q1,3510,0.5136109204896072,Joanne K. Wuensch,0.0951567236184377,female,BMO Capital Markets,"('MDT', '2019 q1')",0.0
4926,MDT,2019 q1,3510,0.5136109204896072,Mr. Robert Marcus,0.200840476069995,male,JPMorgan,"('MDT', '2019 q1')",0.02383788302540779
4927,MDT,2019 q1,3510,0.5136109204896072,"Mr. Matthew C. Taylor, CFA",0.1126690962733297,male,UBS Equities,"('MDT', '2019 q1')",0.00970724473396937
4928,MDT,2019 q1,3510,0.5136109204896072,Mr. Bruce Nudell,0.18278862476264,male,SunTrust Robinson Humphrey Capital Markets,"('MDT', '2019 q1')",0.0
4929,SYK,2019 q1,3510,0.5979962598065989,Mr. Bruce Nudell,0.3990017196635739,male,SunTrust Robinson Humphrey Capital Markets,"('SYK', '2019 q1')",0.0
4930,ZBH,2019 q1,3510,0.4377340475446577,Mr. Bruce Nudell,0.3817312463199765,male,SunTrust Robinson Humphrey Capital Markets,"('ZBH', '2019 q1')",0.010977352038025856
4931,MDT,2019 q1,3510,0.5136109204896072,Mr. Ed Ridley-Day,0.1977919714387626,male,Redburn (Europe) Limited,"('MDT', '2019 q1')",0.0
4932,RMD,2019 q1,3510,0.8657807682533519,Mr. Johannes Faul,0.7493275771682713,male,"Morningstar, Inc.","('RMD', '2019 q1')",0.0
4933,RMD,2019 q1,3510,0.8657807682533519,Craig Wong-Pan,0.7946815336157321,male,Deutsche Bank,"('RMD', '2019 q1')",0.0
4934,RMD,2019 q1,3510,0.8657807682533519,Ms. Lyanne Harrison,0.6267102823660741,female,BofA Global Research,"('RMD', '2019 q1')",0.0
4935,RMD,2019 q1,3510,0.8657807682533519,Mr. Sean M. Laaman,0.7623315962872227,male,Morgan Stanley,"('RMD', '2019 q1')",0.007736996980383992
4936,RMD,2019 q1,3510,0.8657807682533519,Ms. Gretel Janu,0.6207606402061617,female,Credit Suisse,"('RMD', '2019 q1')",0.0
4937,STE,2019 q1,3510,0.7799771405583366,daaimon Research,0.6634678903956991,Not a person,daaimon,"('STE', '2019 q1')",0.0
4938,STE,2019 q1,3510,0.7799771405583366,"Elliott L. Schlang, CFA",0.4589001438129436,male,Great Lakes/Wellington Shields,"('STE', '2019 q1')",0.0
4939,XRAY,2019 q1,3510,0.7153319556950113,"Elliott L. Schlang, CFA",0.3828684655085514,male,Great Lakes/Wellington Shields,"('XRAY', '2019 q1')",0.0
4940,SYK,2019 q1,3510,0.5979962598065989,Ryan Zimmerman,0.1508313912531372,male,BTIG,"('SYK', '2019 q1')",0.0
4941,ZBH,2019 q1,3510,0.4377340475446577,Ryan Zimmerman,0.1770521032932081,male,BTIG,"('ZBH', '2019 q1')",0.05470961704850197
4942,TFX,2019 q1,3510,0.7335212211930575,"Brian D. Weinstein, CFA",0.3871251418308447,male,William Blair & Company,"('TFX', '2019 q1')",0.0
4943,TFX,2019 q1,3510,0.7335212211930575,Mr. David Turkaly,0.3198248514451839,male,JMP Securities,"('TFX', '2019 q1')",0.0
4944,XRAY,2019 q1,3510,0.7153319556950113,"Mr. Raghuram Selvaraju, PHD",0.6434538834309564,male,"H.C. Wainwright & Co., LLC","('XRAY', '2019 q1')",0.016111187636852264
4945,ABC,2019 q2,3510,0.6110931299887143,Ms. Soo Romanoff,0.4767632583737303,female,"Morningstar, Inc.","('ABC', '2019 q2')",0.0
4946,CAH,2019 q2,3510,0.6589613420842263,Ms. Soo Romanoff,0.6100262555590964,female,"Morningstar, Inc.","('CAH', '2019 q2')",0.0
4947,CERN,2019 q2,3510,0.5251484746728703,Ms. Soo Romanoff,0.6420287186746851,female,"Morningstar, Inc.","('CERN', '2019 q2')",0.0
4948,ABC,2019 q2,3510,0.6110931299887143,Stephen Baxter,0.2342439867973609,male,Wolfe Research,"('ABC', '2019 q2')",0.0
4949,CAH,2019 q2,3510,0.6589613420842263,Stephen Baxter,0.3831139827084474,male,Wolfe Research,"('CAH', '2019 q2')",0.0
4950,DGX,2019 q2,3510,0.6015070962248521,Stephen Baxter,0.29231652427463,male,Wolfe Research,"('DGX', '2019 q2')",0.0
4951,LH,2019 q2,3510,0.6397911833964972,Stephen Baxter,0.5019799385683301,male,Wolfe Research,"('LH', '2019 q2')",0.0
4952,ABC,2019 q2,3510,0.6110931299887143,Colin Scarola,0.5334053392257267,male,CFRA Equity Research,"('ABC', '2019 q2')",0.0
4953,ANTM,2019 q2,3510,0.3991812592251612,Colin Scarola,0.2864628158158502,male,CFRA Equity Research,"('ANTM', '2019 q2')",0.0
4954,CAH,2019 q2,3510,0.6589613420842263,Colin Scarola,0.5488994269773612,male,CFRA Equity Research,"('CAH', '2019 q2')",0.0
4955,CI,2019 q2,3510,0.5238064690440773,Colin Scarola,0.5041101283453726,male,CFRA Equity Research,"('CI', '2019 q2')",0.0
4956,CNC,2019 q2,3510,0.3032757717576979,Colin Scarola,0.4432467278104229,male,CFRA Equity Research,"('CNC', '2019 q2')",0.0
4957,HSIC,2019 q2,3510,0.6634958947761967,Colin Scarola,0.7729091482820263,male,CFRA Equity Research,"('HSIC', '2019 q2')",0.0
4958,HUM,2019 q2,3510,0.5676402167809556,Colin Scarola,0.5217180655419282,male,CFRA Equity Research,"('HUM', '2019 q2')",0.0
4959,UNH,2019 q2,3510,0.4671928347672371,Colin Scarola,0.414636283413219,male,CFRA Equity Research,"('UNH', '2019 q2')",0.0
4960,ABC,2019 q2,3510,0.6110931299887143,Mr. Steve Valiquette,0.5456416514654931,male,Barclays,"('ABC', '2019 q2')",0.0
4961,ALGN,2019 q2,3510,0.5476024799934873,Mr. Steve Valiquette,0.2173160314972379,male,Barclays,"('ALGN', '2019 q2')",0.0
4962,ANTM,2019 q2,3510,0.3991812592251612,Mr. Steve Valiquette,0.3654306583957409,male,Barclays,"('ANTM', '2019 q2')",0.0
4963,CAH,2019 q2,3510,0.6589613420842263,Mr. Steve Valiquette,0.4933947089948091,male,Barclays,"('CAH', '2019 q2')",0.0
4964,CERN,2019 q2,3510,0.5251484746728703,Mr. Steve Valiquette,0.2919555553572864,male,Barclays,"('CERN', '2019 q2')",0.0
4965,CI,2019 q2,3510,0.5238064690440773,Mr. Steve Valiquette,0.4291065313697307,male,Barclays,"('CI', '2019 q2')",0.0
4966,CVS,2019 q2,3510,0.5445386132188312,Mr. Steve Valiquette,0.4993076156375347,male,Barclays,"('CVS', '2019 q2')",0.0
4967,HSIC,2019 q2,3510,0.6634958947761967,Mr. Steve Valiquette,0.34183296464406,male,Barclays,"('HSIC', '2019 q2')",0.0
4968,HUM,2019 q2,3510,0.5676402167809556,Mr. Steve Valiquette,0.4333224447664199,male,Barclays,"('HUM', '2019 q2')",0.0
4969,UHS,2019 q2,3510,0.4672403373821518,Mr. Steve Valiquette,0.2748295496179954,male,Barclays,"('UHS', '2019 q2')",0.0
4970,XRAY,2019 q2,3510,0.7358557787308821,Mr. Steve Valiquette,0.390999780565171,male,Barclays,"('XRAY', '2019 q2')",0.0
4971,ABC,2019 q2,3510,0.6110931299887143,Mr. Glen J. Santangelo,0.3818791619525065,male,Guggenheim Securities LLC,"('ABC', '2019 q2')",0.026209843655427296
4972,ALGN,2019 q2,3510,0.5476024799934873,Mr. Glen J. Santangelo,0.4114112173472549,male,Guggenheim Securities LLC,"('ALGN', '2019 q2')",0.0
4973,CAH,2019 q2,3510,0.6589613420842263,Mr. Glen J. Santangelo,0.3655461191079026,male,Guggenheim Securities LLC,"('CAH', '2019 q2')",0.006116937380284071
4974,XRAY,2019 q2,3510,0.7358557787308821,Mr. Glen J. Santangelo,0.5331270515804066,male,Guggenheim Securities LLC,"('XRAY', '2019 q2')",0.0
4975,ABC,2019 q2,3510,0.6110931299887143,Mr. Ross Muken,0.5133472867794262,male,EVERCORE ISI,"('ABC', '2019 q2')",0.011111111690600714
4976,CAH,2019 q2,3510,0.6589613420842263,Mr. Ross Muken,0.6084925947316271,male,EVERCORE ISI,"('CAH', '2019 q2')",0.03333333507180214
4977,CERN,2019 q2,3510,0.5251484746728703,Mr. Ross Muken,0.5501639380931064,male,EVERCORE ISI,"('CERN', '2019 q2')",0.0
4978,DHR,2019 q2,3510,0.644735673538545,Mr. Ross Muken,0.8096540973720635,male,EVERCORE ISI,"('DHR', '2019 q2')",0.0
4979,HSIC,2019 q2,3510,0.6634958947761967,Mr. Ross Muken,0.6018529614934225,male,EVERCORE ISI,"('HSIC', '2019 q2')",0.03333333507180214
4980,ABC,2019 q2,3510,0.6110931299887143,Mr. Michael A. Cherny,0.3229148689263462,male,BofA Global Research,"('ABC', '2019 q2')",0.01666666753590107
4981,CAH,2019 q2,3510,0.6589613420842263,Mr. Michael A. Cherny,0.4742094493481653,male,BofA Global Research,"('CAH', '2019 q2')",0.0064611369743943214
4982,CERN,2019 q2,3510,0.5251484746728703,Mr. Michael A. Cherny,0.4112226273427514,male,BofA Global Research,"('CERN', '2019 q2')",0.01757108171780904
4983,CVS,2019 q2,3510,0.5445386132188312,Mr. Michael A. Cherny,0.2750794252059927,male,BofA Global Research,"('CVS', '2019 q2')",0.01666666753590107
4984,HSIC,2019 q2,3510,0.6634958947761967,Mr. Michael A. Cherny,0.2727690109665308,male,BofA Global Research,"('HSIC', '2019 q2')",0.0
4985,XRAY,2019 q2,3510,0.7358557787308821,Mr. Michael A. Cherny,0.445705786206411,male,BofA Global Research,"('XRAY', '2019 q2')",0.03333333507180214
4986,ABC,2019 q2,3510,0.6110931299887143,"Ms. Karen Andersen, CFA",0.7492628759128068,female,"Morningstar, Inc.","('ABC', '2019 q2')",0.0
4987,ABC,2019 q2,3510,0.6110931299887143,Ms. Erin E. Wright,0.2520700278112699,female,Credit Suisse,"('ABC', '2019 q2')",0.015600836835801601
4988,ALGN,2019 q2,3510,0.5476024799934873,Ms. Erin E. Wright,0.2790638191736546,female,Credit Suisse,"('ALGN', '2019 q2')",0.0
4989,CAH,2019 q2,3510,0.6589613420842263,Ms. Erin E. Wright,0.4918912330075573,female,Credit Suisse,"('CAH', '2019 q2')",0.0
4990,DHR,2019 q2,3510,0.644735673538545,Ms. Erin E. Wright,0.3283225816588132,female,Credit Suisse,"('DHR', '2019 q2')",0.0
4991,HSIC,2019 q2,3510,0.6634958947761967,Ms. Erin E. Wright,0.3835040981325872,female,Credit Suisse,"('HSIC', '2019 q2')",0.0259061548858881
4992,IDXX,2019 q2,3510,0.715682998685568,Ms. Erin E. Wright,0.4769316459878721,female,Credit Suisse,"('IDXX', '2019 q2')",0.0
4993,LH,2019 q2,3510,0.6397911833964972,Ms. Erin E. Wright,0.4399343684631959,female,Credit Suisse,"('LH', '2019 q2')",0.011489576660096645
4994,XRAY,2019 q2,3510,0.7358557787308821,Ms. Erin E. Wright,0.5118326001369408,female,Credit Suisse,"('XRAY', '2019 q2')",0.0
4995,ABC,2019 q2,3510,0.6110931299887143,"Mr. David M. Larsen, CFA",0.2420262654442578,male,SVB Leerink,"('ABC', '2019 q2')",0.0
4996,CAH,2019 q2,3510,0.6589613420842263,"Mr. David M. Larsen, CFA",0.2469762320058852,male,SVB Leerink,"('CAH', '2019 q2')",0.0
4997,CERN,2019 q2,3510,0.5251484746728703,"Mr. David M. Larsen, CFA",0.1842530073795102,male,SVB Leerink,"('CERN', '2019 q2')",0.0
4998,HSIC,2019 q2,3510,0.6634958947761967,"Mr. David M. Larsen, CFA",0.2575659322724962,male,SVB Leerink,"('HSIC', '2019 q2')",0.0
4999,ABC,2019 q2,3510,0.6110931299887143,Stephen W. Suttmeier,0.7869237854781016,male,BofA Global Research,"('ABC', '2019 q2')",0.391969695687294
5000,ABT,2019 q2,3510,0.5988014779252031,Mr. Christopher Pasquale,0.3710452533159,male,Guggenheim Securities LLC,"('ABT', '2019 q2')",0.0132869528606534
5001,BSX,2019 q2,3510,0.6049592825829924,Mr. Christopher Pasquale,0.6817161868849454,male,Guggenheim Securities LLC,"('BSX', '2019 q2')",0.0
5002,COO,2019 q2,3510,0.6258779143223564,Mr. Christopher Pasquale,0.2409705898264225,male,Guggenheim Securities LLC,"('COO', '2019 q2')",0.0
5003,MDT,2019 q2,3510,0.4271734178869767,Mr. Christopher Pasquale,0.1972404538250048,male,Guggenheim Securities LLC,"('MDT', '2019 q2')",0.0
5004,SYK,2019 q2,3510,0.5229684084134898,Mr. Christopher Pasquale,0.1123421890524567,male,Guggenheim Securities LLC,"('SYK', '2019 q2')",0.0
5005,ZBH,2019 q2,3510,0.6456116107117319,Mr. Christopher Pasquale,0.3867547660390289,male,Guggenheim Securities LLC,"('ZBH', '2019 q2')",0.028095759451389313
5006,ABT,2019 q2,3510,0.5988014779252031,"Kevin Huang, CFA",0.441083702860111,male,CFRA Equity Research,"('ABT', '2019 q2')",0.0
5007,ALGN,2019 q2,3510,0.5476024799934873,"Kevin Huang, CFA",0.7075421776093461,male,CFRA Equity Research,"('ALGN', '2019 q2')",0.0
5008,BAX,2019 q2,3510,0.7028448458275324,"Kevin Huang, CFA",0.7373630466745391,male,CFRA Equity Research,"('BAX', '2019 q2')",0.0
5009,BDX,2019 q2,3510,0.7923761218169753,"Kevin Huang, CFA",0.755156329854619,male,CFRA Equity Research,"('BDX', '2019 q2')",0.0
5010,BSX,2019 q2,3510,0.6049592825829924,"Kevin Huang, CFA",0.4861694687173671,male,CFRA Equity Research,"('BSX', '2019 q2')",0.0
5011,CERN,2019 q2,3510,0.5251484746728703,"Kevin Huang, CFA",0.703706608853643,male,CFRA Equity Research,"('CERN', '2019 q2')",0.0
5012,COO,2019 q2,3510,0.6258779143223564,"Kevin Huang, CFA",0.7674009532776183,male,CFRA Equity Research,"('COO', '2019 q2')",0.0
5013,CVS,2019 q2,3510,0.5445386132188312,"Kevin Huang, CFA",0.5799329661288756,male,CFRA Equity Research,"('CVS', '2019 q2')",0.0
5014,DGX,2019 q2,3510,0.6015070962248521,"Kevin Huang, CFA",0.6297109221357992,male,CFRA Equity Research,"('DGX', '2019 q2')",0.0
5015,DHR,2019 q2,3510,0.644735673538545,"Kevin Huang, CFA",0.6940190144018702,male,CFRA Equity Research,"('DHR', '2019 q2')",0.0
5016,DVA,2019 q2,3510,0.5667339465516978,"Kevin Huang, CFA",0.5285871266918459,male,CFRA Equity Research,"('DVA', '2019 q2')",0.0
5017,DXCM,2019 q2,3510,0.4974853174298979,"Kevin Huang, CFA",0.6357462274448493,male,CFRA Equity Research,"('DXCM', '2019 q2')",0.0
5018,EW,2019 q2,3510,0.4687384037543199,"Kevin Huang, CFA",0.4366182088911411,male,CFRA Equity Research,"('EW', '2019 q2')",0.0
5019,HCA,2019 q2,3510,0.4201135046098788,"Kevin Huang, CFA",0.526649559399738,male,CFRA Equity Research,"('HCA', '2019 q2')",0.0
5020,HOLX,2019 q2,3510,0.6843569594736654,"Kevin Huang, CFA",0.8003190744376444,male,CFRA Equity Research,"('HOLX', '2019 q2')",0.0
5021,IDXX,2019 q2,3510,0.715682998685568,"Kevin Huang, CFA",0.693744107933015,male,CFRA Equity Research,"('IDXX', '2019 q2')",0.0
5022,ISRG,2019 q2,3510,0.4988163811844763,"Kevin Huang, CFA",0.5241196334956861,male,CFRA Equity Research,"('ISRG', '2019 q2')",0.0
5023,LH,2019 q2,3510,0.6397911833964972,"Kevin Huang, CFA",0.6818672720146696,male,CFRA Equity Research,"('LH', '2019 q2')",0.0
5024,MDT,2019 q2,3510,0.4271734178869767,"Kevin Huang, CFA",0.3616123571784617,male,CFRA Equity Research,"('MDT', '2019 q2')",0.0
5025,RMD,2019 q2,3510,0.7047989821717029,"Kevin Huang, CFA",0.6498271146945781,male,CFRA Equity Research,"('RMD', '2019 q2')",0.0
5026,SYK,2019 q2,3510,0.5229684084134898,"Kevin Huang, CFA",0.7227976126227035,male,CFRA Equity Research,"('SYK', '2019 q2')",0.0
5027,TFX,2019 q2,3510,0.5475191715162969,"Kevin Huang, CFA",0.5498953752684581,male,CFRA Equity Research,"('TFX', '2019 q2')",0.0
5028,UHS,2019 q2,3510,0.4672403373821518,"Kevin Huang, CFA",0.4681167820918824,male,CFRA Equity Research,"('UHS', '2019 q2')",0.0
5029,VAR,2019 q2,3510,0.7638906122524612,"Kevin Huang, CFA",0.8591733228938266,male,CFRA Equity Research,"('VAR', '2019 q2')",0.0
5030,XRAY,2019 q2,3510,0.7358557787308821,"Kevin Huang, CFA",0.76109377019632,male,CFRA Equity Research,"('XRAY', '2019 q2')",0.0
5031,ZBH,2019 q2,3510,0.6456116107117319,"Kevin Huang, CFA",0.6755816783779138,male,CFRA Equity Research,"('ZBH', '2019 q2')",0.0
5032,ABT,2019 q2,3510,0.5988014779252031,Ms. Margaret Kaczor,0.2034212985524059,female,William Blair & Company,"('ABT', '2019 q2')",0.0
5033,ABT,2019 q2,3510,0.5988014779252031,Sean Lavin,0.2340646816655131,male,BTIG,"('ABT', '2019 q2')",0.0
5034,DXCM,2019 q2,3510,0.4974853174298979,Sean Lavin,0.3026707369916456,male,BTIG,"('DXCM', '2019 q2')",0.0
5035,EW,2019 q2,3510,0.4687384037543199,Sean Lavin,0.3016452918087402,male,BTIG,"('EW', '2019 q2')",0.0
5036,HOLX,2019 q2,3510,0.6843569594736654,Sean Lavin,0.2671541150397736,male,BTIG,"('HOLX', '2019 q2')",0.0
5037,ISRG,2019 q2,3510,0.4988163811844763,Sean Lavin,0.2805177938769136,male,BTIG,"('ISRG', '2019 q2')",0.0
5038,MDT,2019 q2,3510,0.4271734178869767,Sean Lavin,0.6206815217468206,male,BTIG,"('MDT', '2019 q2')",0.03333333507180214
5039,VAR,2019 q2,3510,0.7638906122524612,Sean Lavin,0.5070887302009629,male,BTIG,"('VAR', '2019 q2')",0.0
5040,ABT,2019 q2,3510,0.5988014779252031,Mr. Vijay M. Kumar,0.6859778814509578,male,EVERCORE ISI,"('ABT', '2019 q2')",0.03333333507180214
5041,BAX,2019 q2,3510,0.7028448458275324,Mr. Vijay M. Kumar,0.542652814163104,male,EVERCORE ISI,"('BAX', '2019 q2')",0.049269337207078934
5042,EW,2019 q2,3510,0.4687384037543199,Mr. Vijay M. Kumar,0.6992851178729708,male,EVERCORE ISI,"('EW', '2019 q2')",0.03333333507180214
5043,HOLX,2019 q2,3510,0.6843569594736654,Mr. Vijay M. Kumar,0.329570161114778,male,EVERCORE ISI,"('HOLX', '2019 q2')",0.0
5044,ISRG,2019 q2,3510,0.4988163811844763,Mr. Vijay M. Kumar,0.5527804937168634,male,EVERCORE ISI,"('ISRG', '2019 q2')",0.03333333507180214
5045,MDT,2019 q2,3510,0.4271734178869767,Mr. Vijay M. Kumar,0.6206815217468207,male,EVERCORE ISI,"('MDT', '2019 q2')",0.03333333507180214
5046,SYK,2019 q2,3510,0.5229684084134898,Mr. Vijay M. Kumar,0.6247491862359245,male,EVERCORE ISI,"('SYK', '2019 q2')",0.0
5047,VAR,2019 q2,3510,0.7638906122524612,Mr. Vijay M. Kumar,0.525994310590132,male,EVERCORE ISI,"('VAR', '2019 q2')",0.0
5048,ZBH,2019 q2,3510,0.6456116107117319,Mr. Vijay M. Kumar,0.570837557634204,male,EVERCORE ISI,"('ZBH', '2019 q2')",0.03333333507180214
5049,ABT,2019 q2,3510,0.5988014779252031,Lawrence H. Biegelsen,0.3391524977900142,male,"Wells Fargo Securities, LLC","('ABT', '2019 q2')",0.050323255360126495
5050,BAX,2019 q2,3510,0.7028448458275324,Lawrence H. Biegelsen,0.3988213228224069,male,"Wells Fargo Securities, LLC","('BAX', '2019 q2')",0.0
5051,BDX,2019 q2,3510,0.7923761218169753,Lawrence H. Biegelsen,0.524470224837804,male,"Wells Fargo Securities, LLC","('BDX', '2019 q2')",0.011111111690600714
5052,COO,2019 q2,3510,0.6258779143223564,Lawrence H. Biegelsen,0.216659134819426,male,"Wells Fargo Securities, LLC","('COO', '2019 q2')",0.024113664403557777
5053,EW,2019 q2,3510,0.4687384037543199,Lawrence H. Biegelsen,0.1507056301882619,male,"Wells Fargo Securities, LLC","('EW', '2019 q2')",0.0
5054,ISRG,2019 q2,3510,0.4988163811844763,Lawrence H. Biegelsen,0.2046428949648901,male,"Wells Fargo Securities, LLC","('ISRG', '2019 q2')",0.0
5055,MDT,2019 q2,3510,0.4271734178869767,Lawrence H. Biegelsen,0.1137798131412497,male,"Wells Fargo Securities, LLC","('MDT', '2019 q2')",0.0
5056,SYK,2019 q2,3510,0.5229684084134898,Lawrence H. Biegelsen,0.1160073922409237,male,"Wells Fargo Securities, LLC","('SYK', '2019 q2')",0.0
5057,TFX,2019 q2,3510,0.5475191715162969,Lawrence H. Biegelsen,0.3297031786435129,male,"Wells Fargo Securities, LLC","('TFX', '2019 q2')",0.0
5058,ZBH,2019 q2,3510,0.6456116107117319,Lawrence H. Biegelsen,0.348018967379178,male,"Wells Fargo Securities, LLC","('ZBH', '2019 q2')",0.0
5059,ABT,2019 q2,3510,0.5988014779252031,"Kristen Stewart, CFA",0.3970055796173771,female,Barclays,"('ABT', '2019 q2')",0.0
5060,BAX,2019 q2,3510,0.7028448458275324,"Kristen Stewart, CFA",0.7272558754509147,female,Barclays,"('BAX', '2019 q2')",0.0
5061,BDX,2019 q2,3510,0.7923761218169753,"Kristen Stewart, CFA",0.3913517633135727,female,Barclays,"('BDX', '2019 q2')",0.03559917087356249
5062,EW,2019 q2,3510,0.4687384037543199,"Kristen Stewart, CFA",0.2038179967272781,female,Barclays,"('EW', '2019 q2')",0.0
5063,SYK,2019 q2,3510,0.5229684084134898,"Kristen Stewart, CFA",0.2067118151889729,female,Barclays,"('SYK', '2019 q2')",0.015482940711081028
5064,TFX,2019 q2,3510,0.5475191715162969,"Kristen Stewart, CFA",0.3533796263358302,female,Barclays,"('TFX', '2019 q2')",0.0
5065,ABT,2019 q2,3510,0.5988014779252031,Ms. Akansha Agarwal,0.5068834685383224,female,Crispidea,"('ABT', '2019 q2')",0.0
5066,ANTM,2019 q2,3510,0.3991812592251612,Ms. Akansha Agarwal,0.5676917734167094,female,Crispidea,"('ANTM', '2019 q2')",0.0
5067,BSX,2019 q2,3510,0.6049592825829924,Ms. Akansha Agarwal,0.6491843153904805,female,Crispidea,"('BSX', '2019 q2')",0.0
5068,CI,2019 q2,3510,0.5238064690440773,Ms. Akansha Agarwal,0.652493920226465,female,Crispidea,"('CI', '2019 q2')",0.0
5069,DHR,2019 q2,3510,0.644735673538545,Ms. Akansha Agarwal,0.603433943162104,female,Crispidea,"('DHR', '2019 q2')",0.0
5070,HUM,2019 q2,3510,0.5676402167809556,Ms. Akansha Agarwal,0.5495034872192335,female,Crispidea,"('HUM', '2019 q2')",0.0
5071,MDT,2019 q2,3510,0.4271734178869767,Ms. Akansha Agarwal,0.3408121606402374,female,Crispidea,"('MDT', '2019 q2')",0.0
5072,UNH,2019 q2,3510,0.4671928347672371,Ms. Akansha Agarwal,0.6728553735442694,female,Crispidea,"('UNH', '2019 q2')",0.0
5073,ABT,2019 q2,3510,0.5988014779252031,Ms. Debbie S. Wang,0.5178616760783066,female,"Morningstar, Inc.","('ABT', '2019 q2')",0.0
5074,DGX,2019 q2,3510,0.6015070962248521,Ms. Debbie S. Wang,0.6536865617285683,female,"Morningstar, Inc.","('DGX', '2019 q2')",0.0
5075,DHR,2019 q2,3510,0.644735673538545,Ms. Debbie S. Wang,0.4365749856284041,female,"Morningstar, Inc.","('DHR', '2019 q2')",0.0
5076,DXCM,2019 q2,3510,0.4974853174298979,Ms. Debbie S. Wang,0.6783484231549397,female,"Morningstar, Inc.","('DXCM', '2019 q2')",0.005699519533663988
5077,EW,2019 q2,3510,0.4687384037543199,Ms. Debbie S. Wang,0.6966364273329844,female,"Morningstar, Inc.","('EW', '2019 q2')",0.0
5078,HOLX,2019 q2,3510,0.6843569594736654,Ms. Debbie S. Wang,0.9117437194197195,female,"Morningstar, Inc.","('HOLX', '2019 q2')",0.0
5079,IDXX,2019 q2,3510,0.715682998685568,Ms. Debbie S. Wang,0.8395391108742227,female,"Morningstar, Inc.","('IDXX', '2019 q2')",0.011408794671297073
5080,LH,2019 q2,3510,0.6397911833964972,Ms. Debbie S. Wang,0.6526674348217888,female,"Morningstar, Inc.","('LH', '2019 q2')",0.0
5081,MDT,2019 q2,3510,0.4271734178869767,Ms. Debbie S. Wang,0.5669331178739856,female,"Morningstar, Inc.","('MDT', '2019 q2')",0.0
5082,SYK,2019 q2,3510,0.5229684084134898,Ms. Debbie S. Wang,0.8937183603671106,female,"Morningstar, Inc.","('SYK', '2019 q2')",0.01666666753590107
5083,ZBH,2019 q2,3510,0.6456116107117319,Ms. Debbie S. Wang,0.7157207547599931,female,"Morningstar, Inc.","('ZBH', '2019 q2')",0.0
5084,ABT,2019 q2,3510,0.5988014779252031,SADIF Research,0.9616739960379386,Not a person,Sadif Analytics Prime,"('ABT', '2019 q2')",0.9628729820251465
5085,BAX,2019 q2,3510,0.7028448458275324,SADIF Research,0.9845915281884844,Not a person,Sadif Analytics Prime,"('BAX', '2019 q2')",0.9780651926994324
5086,BDX,2019 q2,3510,0.7923761218169753,SADIF Research,0.99220251316777,Not a person,Sadif Analytics Prime,"('BDX', '2019 q2')",0.9781463742256165
5087,CAH,2019 q2,3510,0.6589613420842263,SADIF Research,0.9820222489236006,Not a person,Sadif Analytics Prime,"('CAH', '2019 q2')",0.9739507436752319
5088,COO,2019 q2,3510,0.6258779143223564,SADIF Research,0.985613345400938,Not a person,Sadif Analytics Prime,"('COO', '2019 q2')",0.9412016272544861
5089,UHS,2019 q2,3510,0.4672403373821518,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('UHS', '2019 q2')",0.9702112674713135
5090,XRAY,2019 q2,3510,0.7358557787308821,SADIF Research,0.967501874161097,Not a person,Sadif Analytics Prime,"('XRAY', '2019 q2')",0.9579542875289917
5091,ABT,2019 q2,3510,0.5988014779252031,Mr. Matt S. Miksic,0.2475576238637882,male,Credit Suisse,"('ABT', '2019 q2')",0.0
5092,BAX,2019 q2,3510,0.7028448458275324,Mr. Matt S. Miksic,0.3716293837591098,male,Credit Suisse,"('BAX', '2019 q2')",0.0
5093,BSX,2019 q2,3510,0.6049592825829924,Mr. Matt S. Miksic,0.393129161718647,male,Credit Suisse,"('BSX', '2019 q2')",0.0
5094,EW,2019 q2,3510,0.4687384037543199,Mr. Matt S. Miksic,0.3279353456468207,male,Credit Suisse,"('EW', '2019 q2')",0.0
5095,MDT,2019 q2,3510,0.4271734178869767,Mr. Matt S. Miksic,0.1529836608282155,male,Credit Suisse,"('MDT', '2019 q2')",0.0
5096,SYK,2019 q2,3510,0.5229684084134898,Mr. Matt S. Miksic,0.2645433940086071,male,Credit Suisse,"('SYK', '2019 q2')",0.0
5097,ALGN,2019 q2,3510,0.5476024799934873,Mr. Michael Ryskin,0.3829904758717825,male,BofA Global Research,"('ALGN', '2019 q2')",0.0
5098,IDXX,2019 q2,3510,0.715682998685568,Mr. Michael Ryskin,0.6012776556866355,male,BofA Global Research,"('IDXX', '2019 q2')",0.0
5099,ALGN,2019 q2,3510,0.5476024799934873,Mr. Dave Keiser,0.2772743770672729,male,Northcoast Research,"('ALGN', '2019 q2')",0.0
5100,COO,2019 q2,3510,0.6258779143223564,Mr. Dave Keiser,0.2718929229975653,male,Northcoast Research,"('COO', '2019 q2')",0.009523929407199224
5101,STE,2019 q2,3510,0.5228780564002072,Mr. Dave Keiser,0.2824722253518255,male,Northcoast Research,"('STE', '2019 q2')",0.0
5102,SYK,2019 q2,3510,0.5229684084134898,Mr. Dave Keiser,0.1220669262656301,male,Northcoast Research,"('SYK', '2019 q2')",0.014285890385508537
5103,ZBH,2019 q2,3510,0.6456116107117319,Mr. Dave Keiser,0.6924900192832181,male,Northcoast Research,"('ZBH', '2019 q2')",0.028571782633662224
5104,ALGN,2019 q2,3510,0.5476024799934873,Steve Beachaw,0.5721884625496564,male,Wolfe Research,"('ALGN', '2019 q2')",0.005319086369127035
5105,DHR,2019 q2,3510,0.644735673538545,Steve Beachaw,0.478651829987652,male,Wolfe Research,"('DHR', '2019 q2')",0.0
5106,HSIC,2019 q2,3510,0.6634958947761967,Steve Beachaw,0.5482748521240473,male,Wolfe Research,"('HSIC', '2019 q2')",0.0
5107,XRAY,2019 q2,3510,0.7358557787308821,Steve Beachaw,0.5924543536458233,male,Wolfe Research,"('XRAY', '2019 q2')",0.012209510430693626
5108,ALGN,2019 q2,3510,0.5476024799934873,Mr. Richard Newitter,0.1644852472436872,male,SVB Leerink,"('ALGN', '2019 q2')",0.01032782718539238
5109,BDX,2019 q2,3510,0.7923761218169753,Mr. Richard Newitter,0.4949890426221211,male,SVB Leerink,"('BDX', '2019 q2')",0.0
5110,ISRG,2019 q2,3510,0.4988163811844763,Mr. Richard Newitter,0.288986726441676,male,SVB Leerink,"('ISRG', '2019 q2')",0.010396563448011875
5111,TFX,2019 q2,3510,0.5475191715162969,Mr. Richard Newitter,0.3130122462091229,male,SVB Leerink,"('TFX', '2019 q2')",0.0
5112,ALGN,2019 q2,3510,0.5476024799934873,"Mr. Damien Conover, CFA",0.773678623201503,male,"Morningstar, Inc.","('ALGN', '2019 q2')",0.0
5113,COO,2019 q2,3510,0.6258779143223564,"Mr. Damien Conover, CFA",0.9296040637205508,male,"Morningstar, Inc.","('COO', '2019 q2')",0.0
5114,DHR,2019 q2,3510,0.644735673538545,"Mr. Damien Conover, CFA",0.3983336316566892,male,"Morningstar, Inc.","('DHR', '2019 q2')",0.0
5115,HSIC,2019 q2,3510,0.6634958947761967,"Mr. Damien Conover, CFA",0.8290066841859635,male,"Morningstar, Inc.","('HSIC', '2019 q2')",0.0
5116,XRAY,2019 q2,3510,0.7358557787308821,"Mr. Damien Conover, CFA",0.7516918282909357,male,"Morningstar, Inc.","('XRAY', '2019 q2')",0.0
5117,ALGN,2019 q2,3510,0.5476024799934873,"John C. Kreger, III",0.2231435965720747,male,William Blair & Company,"('ALGN', '2019 q2')",0.0
5118,HSIC,2019 q2,3510,0.6634958947761967,"John C. Kreger, III",0.2864816013177508,male,William Blair & Company,"('HSIC', '2019 q2')",0.0
5119,XRAY,2019 q2,3510,0.7358557787308821,"John C. Kreger, III",0.4478904241517787,male,William Blair & Company,"('XRAY', '2019 q2')",0.0
5120,ALGN,2019 q2,3510,0.5476024799934873,"Christopher C. Cooley, CFA",0.2033027847813523,male,Stephens Inc.,"('ALGN', '2019 q2')",0.0
5121,DXCM,2019 q2,3510,0.4974853174298979,"Christopher C. Cooley, CFA",0.3314004783861195,male,Stephens Inc.,"('DXCM', '2019 q2')",0.0
5122,STE,2019 q2,3510,0.5228780564002072,"Christopher C. Cooley, CFA",0.3717353629697826,male,Stephens Inc.,"('STE', '2019 q2')",0.0
5123,TFX,2019 q2,3510,0.5475191715162969,"Christopher C. Cooley, CFA",0.4181623798530358,male,Stephens Inc.,"('TFX', '2019 q2')",0.0
5124,XRAY,2019 q2,3510,0.7358557787308821,"Christopher C. Cooley, CFA",0.4295076398599853,male,Stephens Inc.,"('XRAY', '2019 q2')",0.0
5125,ALGN,2019 q2,3510,0.5476024799934873,Ravi Misra,0.6079601556294656,male,Berenberg,"('ALGN', '2019 q2')",0.03333333507180214
5126,ALGN,2019 q2,3510,0.5476024799934873,Mr. Matthew O. O'Brien,0.2047979785199896,male,Piper Sandler Companies,"('ALGN', '2019 q2')",0.0
5127,BAX,2019 q2,3510,0.7028448458275324,Mr. Matthew O. O'Brien,0.4191254858907644,male,Piper Sandler Companies,"('BAX', '2019 q2')",0.0
5128,COO,2019 q2,3510,0.6258779143223564,Mr. Matthew O. O'Brien,0.2772705572086005,male,Piper Sandler Companies,"('COO', '2019 q2')",0.0
5129,ANTM,2019 q2,3510,0.3991812592251612,Jake Strole,0.588939522758934,male,"Morningstar, Inc.","('ANTM', '2019 q2')",0.0
5130,CI,2019 q2,3510,0.5238064690440773,Jake Strole,0.9112709966691618,male,"Morningstar, Inc.","('CI', '2019 q2')",0.0
5131,DVA,2019 q2,3510,0.5667339465516978,Jake Strole,0.6854214157336209,male,"Morningstar, Inc.","('DVA', '2019 q2')",0.0
5132,HCA,2019 q2,3510,0.4201135046098788,Jake Strole,0.6216011417480257,male,"Morningstar, Inc.","('HCA', '2019 q2')",0.0
5133,HUM,2019 q2,3510,0.5676402167809556,Jake Strole,0.6302945273034024,male,"Morningstar, Inc.","('HUM', '2019 q2')",0.0042831068858504295
5134,STE,2019 q2,3510,0.5228780564002072,Jake Strole,0.9189769816759932,male,"Morningstar, Inc.","('STE', '2019 q2')",0.0
5135,TFX,2019 q2,3510,0.5475191715162969,Jake Strole,0.8053430250242924,male,"Morningstar, Inc.","('TFX', '2019 q2')",0.0
5136,UNH,2019 q2,3510,0.4671928347672371,Jake Strole,0.7045033107669374,male,"Morningstar, Inc.","('UNH', '2019 q2')",0.0
5137,ANTM,2019 q2,3510,0.3991812592251612,Justin Lake,0.1972773538962121,male,Wolfe Research,"('ANTM', '2019 q2')",0.0
5138,CI,2019 q2,3510,0.5238064690440773,Justin Lake,0.3352608710471051,male,Wolfe Research,"('CI', '2019 q2')",0.0
5139,CVS,2019 q2,3510,0.5445386132188312,Justin Lake,0.3184128677662075,male,Wolfe Research,"('CVS', '2019 q2')",0.0
5140,HCA,2019 q2,3510,0.4201135046098788,Justin Lake,0.2280164271832117,male,Wolfe Research,"('HCA', '2019 q2')",0.0
5141,ANTM,2019 q2,3510,0.3991812592251612,Ms. Sarah E. James,0.24823158174124,female,Piper Sandler Companies,"('ANTM', '2019 q2')",0.0
5142,CI,2019 q2,3510,0.5238064690440773,Ms. Sarah E. James,0.272232108960637,female,Piper Sandler Companies,"('CI', '2019 q2')",0.0
5143,CNC,2019 q2,3510,0.3032757717576979,Ms. Sarah E. James,0.1521777393395756,female,Piper Sandler Companies,"('CNC', '2019 q2')",0.0
5144,HCA,2019 q2,3510,0.4201135046098788,Ms. Sarah E. James,0.181353037651207,female,Piper Sandler Companies,"('HCA', '2019 q2')",0.0
5145,HSIC,2019 q2,3510,0.6634958947761967,Ms. Sarah E. James,0.6136401543195978,female,Piper Sandler Companies,"('HSIC', '2019 q2')",0.0
5146,HUM,2019 q2,3510,0.5676402167809556,Ms. Sarah E. James,0.8031512174832642,female,Piper Sandler Companies,"('HUM', '2019 q2')",0.0
5147,UHS,2019 q2,3510,0.4672403373821518,Ms. Sarah E. James,0.2049567997426069,female,Piper Sandler Companies,"('UHS', '2019 q2')",0.0
5148,UNH,2019 q2,3510,0.4671928347672371,Ms. Sarah E. James,0.2436294182561894,female,Piper Sandler Companies,"('UNH', '2019 q2')",0.0
5149,ANTM,2019 q2,3510,0.3991812592251612,Mr. Scott J. Fidel,0.2301906254430856,male,Stephens Inc.,"('ANTM', '2019 q2')",0.0
5150,CI,2019 q2,3510,0.5238064690440773,Mr. Scott J. Fidel,0.2302618113860377,male,Stephens Inc.,"('CI', '2019 q2')",0.0
5151,CNC,2019 q2,3510,0.3032757717576979,Mr. Scott J. Fidel,0.1627747787292173,male,Stephens Inc.,"('CNC', '2019 q2')",0.0
5152,HCA,2019 q2,3510,0.4201135046098788,Mr. Scott J. Fidel,0.2203450558654103,male,Stephens Inc.,"('HCA', '2019 q2')",0.0
5153,HUM,2019 q2,3510,0.5676402167809556,Mr. Scott J. Fidel,0.3061258173916129,male,Stephens Inc.,"('HUM', '2019 q2')",0.0
5154,ANTM,2019 q2,3510,0.3991812592251612,Michael Newshel,0.2274273184676919,male,EVERCORE ISI,"('ANTM', '2019 q2')",0.0
5155,HCA,2019 q2,3510,0.4201135046098788,Michael Newshel,0.3870644785565991,male,EVERCORE ISI,"('HCA', '2019 q2')",0.0
5156,ANTM,2019 q2,3510,0.3991812592251612,"Mr. Kevin M. Fischbeck, CFA",0.1834641684624426,male,BofA Global Research,"('ANTM', '2019 q2')",0.01337392907589674
5157,CI,2019 q2,3510,0.5238064690440773,"Mr. Kevin M. Fischbeck, CFA",0.6092522178828677,male,BofA Global Research,"('CI', '2019 q2')",0.0368385004500548
5158,CNC,2019 q2,3510,0.3032757717576979,"Mr. Kevin M. Fischbeck, CFA",0.2901360013764532,male,BofA Global Research,"('CNC', '2019 q2')",0.017984280362725258
5159,DVA,2019 q2,3510,0.5667339465516978,"Mr. Kevin M. Fischbeck, CFA",0.4834883937109649,male,BofA Global Research,"('DVA', '2019 q2')",0.0
5160,HCA,2019 q2,3510,0.4201135046098788,"Mr. Kevin M. Fischbeck, CFA",0.3046838303723492,male,BofA Global Research,"('HCA', '2019 q2')",0.0
5161,HUM,2019 q2,3510,0.5676402167809556,"Mr. Kevin M. Fischbeck, CFA",0.6589715538494937,male,BofA Global Research,"('HUM', '2019 q2')",0.036819588392972946
5162,UHS,2019 q2,3510,0.4672403373821518,"Mr. Kevin M. Fischbeck, CFA",0.2648123774036888,male,BofA Global Research,"('UHS', '2019 q2')",0.0
5163,UNH,2019 q2,3510,0.4671928347672371,"Mr. Kevin M. Fischbeck, CFA",0.3772736425521307,male,BofA Global Research,"('UNH', '2019 q2')",0.0
5164,ANTM,2019 q2,3510,0.3991812592251612,David S. MacDonald,0.1392525541230594,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2019 q2')",0.0
5165,CI,2019 q2,3510,0.5238064690440773,David S. MacDonald,0.2558416773104916,male,SunTrust Robinson Humphrey Capital Markets,"('CI', '2019 q2')",0.0
5166,CNC,2019 q2,3510,0.3032757717576979,David S. MacDonald,0.1405513480142346,male,SunTrust Robinson Humphrey Capital Markets,"('CNC', '2019 q2')",0.036973677575588226
5167,DGX,2019 q2,3510,0.6015070962248521,David S. MacDonald,0.3008668747166005,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2019 q2')",0.0
5168,DVA,2019 q2,3510,0.5667339465516978,David S. MacDonald,0.4340189485941251,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2019 q2')",0.0
5169,HCA,2019 q2,3510,0.4201135046098788,David S. MacDonald,0.1359069450254572,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2019 q2')",0.0
5170,HUM,2019 q2,3510,0.5676402167809556,David S. MacDonald,0.176916405901313,male,SunTrust Robinson Humphrey Capital Markets,"('HUM', '2019 q2')",0.0
5171,LH,2019 q2,3510,0.6397911833964972,David S. MacDonald,0.2763509287875302,male,SunTrust Robinson Humphrey Capital Markets,"('LH', '2019 q2')",0.0
5172,UNH,2019 q2,3510,0.4671928347672371,David S. MacDonald,0.2341275601595142,male,SunTrust Robinson Humphrey Capital Markets,"('UNH', '2019 q2')",0.0
5173,ANTM,2019 q2,3510,0.3991812592251612,Mr. Charles Rhyee,0.1809111568828521,male,Cowen and Company,"('ANTM', '2019 q2')",0.0
5174,CAH,2019 q2,3510,0.6589613420842263,Mr. Charles Rhyee,0.3674193696490772,male,Cowen and Company,"('CAH', '2019 q2')",0.0
5175,CERN,2019 q2,3510,0.5251484746728703,Mr. Charles Rhyee,0.1862462458959687,male,Cowen and Company,"('CERN', '2019 q2')",0.0
5176,CI,2019 q2,3510,0.5238064690440773,Mr. Charles Rhyee,0.1558811031591229,male,Cowen and Company,"('CI', '2019 q2')",0.0
5177,CNC,2019 q2,3510,0.3032757717576979,Mr. Charles Rhyee,0.1640393002699661,male,Cowen and Company,"('CNC', '2019 q2')",0.0
5178,CVS,2019 q2,3510,0.5445386132188312,Mr. Charles Rhyee,0.4960485353152123,male,Cowen and Company,"('CVS', '2019 q2')",0.0
5179,HUM,2019 q2,3510,0.5676402167809556,Mr. Charles Rhyee,0.1597244757872929,male,Cowen and Company,"('HUM', '2019 q2')",0.026377638801932335
5180,ANTM,2019 q2,3510,0.3991812592251612,"Frank G. Morgan, CFA",0.0922075739167914,male,RBC Capital Markets,"('ANTM', '2019 q2')",0.0
5181,CI,2019 q2,3510,0.5238064690440773,"Frank G. Morgan, CFA",0.1236427030021713,male,RBC Capital Markets,"('CI', '2019 q2')",0.0
5182,HUM,2019 q2,3510,0.5676402167809556,"Frank G. Morgan, CFA",0.1494635728406574,male,RBC Capital Markets,"('HUM', '2019 q2')",0.0
5183,UHS,2019 q2,3510,0.4672403373821518,"Frank G. Morgan, CFA",0.1607121445489926,male,RBC Capital Markets,"('UHS', '2019 q2')",0.0
5184,ANTM,2019 q2,3510,0.3991812592251612,"Ms. Anagha A. Gupte, PHD",0.2542267003612392,female,SVB Leerink,"('ANTM', '2019 q2')",0.0
5185,CI,2019 q2,3510,0.5238064690440773,"Ms. Anagha A. Gupte, PHD",0.2868186014705772,female,SVB Leerink,"('CI', '2019 q2')",0.0
5186,CNC,2019 q2,3510,0.3032757717576979,"Ms. Anagha A. Gupte, PHD",0.2134517916660825,female,SVB Leerink,"('CNC', '2019 q2')",0.0
5187,CVS,2019 q2,3510,0.5445386132188312,"Ms. Anagha A. Gupte, PHD",0.2466060561437838,female,SVB Leerink,"('CVS', '2019 q2')",0.0
5188,HCA,2019 q2,3510,0.4201135046098788,"Ms. Anagha A. Gupte, PHD",0.1968713820716545,female,SVB Leerink,"('HCA', '2019 q2')",0.0
5189,UHS,2019 q2,3510,0.4672403373821518,"Ms. Anagha A. Gupte, PHD",0.2267030116954752,female,SVB Leerink,"('UHS', '2019 q2')",0.0
5190,UNH,2019 q2,3510,0.4671928347672371,"Ms. Anagha A. Gupte, PHD",0.219056766559143,female,SVB Leerink,"('UNH', '2019 q2')",0.0
5191,ANTM,2019 q2,3510,0.3991812592251612,Peter H. Costa,0.1151323892974292,male,"Wells Fargo Securities, LLC","('ANTM', '2019 q2')",0.0
5192,CI,2019 q2,3510,0.5238064690440773,Peter H. Costa,0.145120838910701,male,"Wells Fargo Securities, LLC","('CI', '2019 q2')",0.0
5193,CNC,2019 q2,3510,0.3032757717576979,Peter H. Costa,0.178228845800343,male,"Wells Fargo Securities, LLC","('CNC', '2019 q2')",0.0
5194,CVS,2019 q2,3510,0.5445386132188312,Peter H. Costa,0.2443406967719947,male,"Wells Fargo Securities, LLC","('CVS', '2019 q2')",0.0
5195,HCA,2019 q2,3510,0.4201135046098788,Peter H. Costa,0.1388763486457933,male,"Wells Fargo Securities, LLC","('HCA', '2019 q2')",0.01666666753590107
5196,HUM,2019 q2,3510,0.5676402167809556,Peter H. Costa,0.1613313186900801,male,"Wells Fargo Securities, LLC","('HUM', '2019 q2')",0.01666666753590107
5197,UHS,2019 q2,3510,0.4672403373821518,Peter H. Costa,0.1862488120065789,male,"Wells Fargo Securities, LLC","('UHS', '2019 q2')",0.0
5198,UNH,2019 q2,3510,0.4671928347672371,Peter H. Costa,0.1100832412409436,male,"Wells Fargo Securities, LLC","('UNH', '2019 q2')",0.0
5199,BAX,2019 q2,3510,0.7028448458275324,Ms. Danielle J. Antalffy,0.229525008909194,female,SVB Leerink,"('BAX', '2019 q2')",0.0
5200,BAX,2019 q2,3510,0.7028448458275324,Michael Waterhouse,0.8338945227866869,male,"Morningstar, Inc.","('BAX', '2019 q2')",0.0
5201,DHR,2019 q2,3510,0.644735673538545,Michael Waterhouse,0.7514638679555978,male,"Morningstar, Inc.","('DHR', '2019 q2')",0.0
5202,BAX,2019 q2,3510,0.7028448458275324,"Ms. Julie Utterback, CFA",0.6552286600020273,female,"Morningstar, Inc.","('BAX', '2019 q2')",0.0
5203,DHR,2019 q2,3510,0.644735673538545,"Ms. Julie Utterback, CFA",0.4210276608608069,female,"Morningstar, Inc.","('DHR', '2019 q2')",0.0
5204,BAX,2019 q2,3510,0.7028448458275324,"Mr. Brandon Henry, CFA",0.3150959474276351,male,RBC Capital Markets,"('BAX', '2019 q2')",0.0
5205,BDX,2019 q2,3510,0.7923761218169753,"Mr. Brandon Henry, CFA",0.7925807551527029,male,RBC Capital Markets,"('BDX', '2019 q2')",0.0
5206,EW,2019 q2,3510,0.4687384037543199,"Mr. Brandon Henry, CFA",0.1479608272130282,male,RBC Capital Markets,"('EW', '2019 q2')",0.0
5207,HOLX,2019 q2,3510,0.6843569594736654,"Mr. Brandon Henry, CFA",0.6570018868360746,male,RBC Capital Markets,"('HOLX', '2019 q2')",0.03333333507180214
5208,ISRG,2019 q2,3510,0.4988163811844763,"Mr. Brandon Henry, CFA",0.5527804937168634,male,RBC Capital Markets,"('ISRG', '2019 q2')",0.03333333507180214
5209,MDT,2019 q2,3510,0.4271734178869767,"Mr. Brandon Henry, CFA",0.1689394852692993,male,RBC Capital Markets,"('MDT', '2019 q2')",0.01666666753590107
5210,VAR,2019 q2,3510,0.7638906122524612,"Mr. Brandon Henry, CFA",0.6192130375318026,male,RBC Capital Markets,"('VAR', '2019 q2')",0.03333333507180214
5211,ZBH,2019 q2,3510,0.6456116107117319,"Mr. Brandon Henry, CFA",0.2922269496081967,male,RBC Capital Markets,"('ZBH', '2019 q2')",0.0
5212,BAX,2019 q2,3510,0.7028448458275324,"Joshua T. Jennings, MD",0.309362308231703,male,Cowen and Company,"('BAX', '2019 q2')",0.0
5213,BDX,2019 q2,3510,0.7923761218169753,Mr. Brandon Couillard,0.5567987665893382,male,Jefferies,"('BDX', '2019 q2')",0.0
5214,DHR,2019 q2,3510,0.644735673538545,Mr. Brandon Couillard,0.3847121529798892,male,Jefferies,"('DHR', '2019 q2')",0.0
5215,BDX,2019 q2,3510,0.7923761218169753,Mr. Bob Hopkins,0.4100069847356041,male,BofA Global Research,"('BDX', '2019 q2')",0.0
5216,EW,2019 q2,3510,0.4687384037543199,Mr. Bob Hopkins,0.3058943769731377,male,BofA Global Research,"('EW', '2019 q2')",0.0
5217,BDX,2019 q2,3510,0.7923761218169753,"Mr. Alex Morozov, CFA",0.8756133773012283,male,"Morningstar, Inc.","('BDX', '2019 q2')",0.0
5218,ISRG,2019 q2,3510,0.4988163811844763,"Mr. Alex Morozov, CFA",0.61082475480746,male,"Morningstar, Inc.","('ISRG', '2019 q2')",0.0
5219,VAR,2019 q2,3510,0.7638906122524612,"Mr. Alex Morozov, CFA",0.8212644830923531,male,"Morningstar, Inc.","('VAR', '2019 q2')",0.010408140408496061
5220,BDX,2019 q2,3510,0.7923761218169753,Mr. Dan Leonard,0.86978268580086,male,Deutsche Bank,"('BDX', '2019 q2')",0.0
5221,DGX,2019 q2,3510,0.6015070962248521,Mr. Dan Leonard,0.9389319680236716,male,Deutsche Bank,"('DGX', '2019 q2')",0.0
5222,DHR,2019 q2,3510,0.644735673538545,Mr. Dan Leonard,0.2755853236412406,male,Deutsche Bank,"('DHR', '2019 q2')",0.0
5223,HOLX,2019 q2,3510,0.6843569594736654,Mr. Dan Leonard,0.891252958988772,male,Deutsche Bank,"('HOLX', '2019 q2')",0.0
5224,LH,2019 q2,3510,0.6397911833964972,Mr. Dan Leonard,0.79999802850804,male,Deutsche Bank,"('LH', '2019 q2')",0.011051477864384651
5225,CERN,2019 q2,3510,0.5251484746728703,"Mr. Sandy Y. Draper, CFA",0.137800747940856,male,SunTrust Robinson Humphrey Capital Markets,"('CERN', '2019 q2')",0.0
5226,CERN,2019 q2,3510,0.5251484746728703,Mr. Jeffrey R. Garro,0.1837951382397679,male,William Blair & Company,"('CERN', '2019 q2')",0.0
5227,CERN,2019 q2,3510,0.5251484746728703,Mr. Richard Close,0.2287913995119925,male,Canaccord Genuity,"('CERN', '2019 q2')",0.0
5228,CERN,2019 q2,3510,0.5251484746728703,Ms. Ricky R. Goldwasser,0.3262351924767465,female,Morgan Stanley,"('CERN', '2019 q2')",0.0
5229,CVS,2019 q2,3510,0.5445386132188312,Ms. Ricky R. Goldwasser,0.7791178545817917,female,Morgan Stanley,"('CVS', '2019 q2')",0.0
5230,CERN,2019 q2,3510,0.5251484746728703,Sean W. Wieland,0.2943390074452479,male,Piper Sandler Companies,"('CERN', '2019 q2')",0.0
5231,CERN,2019 q2,3510,0.5251484746728703,Anna Baran,0.6319935830775258,female,"Morningstar, Inc.","('CERN', '2019 q2')",0.0
5232,CI,2019 q2,3510,0.5238064690440773,Michael D. Wiederhorn,0.1623450082254147,male,"Oppenheimer & Co., Inc.","('CI', '2019 q2')",0.0
5233,CNC,2019 q2,3510,0.3032757717576979,Michael D. Wiederhorn,0.1473454034125748,male,"Oppenheimer & Co., Inc.","('CNC', '2019 q2')",0.0
5234,CVS,2019 q2,3510,0.5445386132188312,Michael D. Wiederhorn,0.2841664562386255,male,"Oppenheimer & Co., Inc.","('CVS', '2019 q2')",0.0
5235,HCA,2019 q2,3510,0.4201135046098788,Michael D. Wiederhorn,0.1574486517999314,male,"Oppenheimer & Co., Inc.","('HCA', '2019 q2')",0.0
5236,HUM,2019 q2,3510,0.5676402167809556,Michael D. Wiederhorn,0.1701516608467233,male,"Oppenheimer & Co., Inc.","('HUM', '2019 q2')",0.040927670896053314
5237,UNH,2019 q2,3510,0.4671928347672371,Michael D. Wiederhorn,0.1481844520777018,male,"Oppenheimer & Co., Inc.","('UNH', '2019 q2')",0.0
5238,CI,2019 q2,3510,0.5238064690440773,"David H. Windley, CFA, CPA, CFA",0.2097154093325739,male,Jefferies,"('CI', '2019 q2')",0.0
5239,HUM,2019 q2,3510,0.5676402167809556,"David H. Windley, CFA, CPA, CFA",0.4717154925638612,male,Jefferies,"('HUM', '2019 q2')",0.0
5240,CI,2019 q2,3510,0.5238064690440773,Mr. A.J. Rice,0.3803548453428573,male,Credit Suisse,"('CI', '2019 q2')",0.0
5241,CNC,2019 q2,3510,0.3032757717576979,Mr. A.J. Rice,0.2369295180316754,male,Credit Suisse,"('CNC', '2019 q2')",0.006693691480904818
5242,CVS,2019 q2,3510,0.5445386132188312,Mr. A.J. Rice,0.3176192189835892,male,Credit Suisse,"('CVS', '2019 q2')",0.0
5243,HCA,2019 q2,3510,0.4201135046098788,Mr. A.J. Rice,0.3356153677840795,male,Credit Suisse,"('HCA', '2019 q2')",0.0
5244,HUM,2019 q2,3510,0.5676402167809556,Mr. A.J. Rice,0.3998882823691314,male,Credit Suisse,"('HUM', '2019 q2')",0.0
5245,UNH,2019 q2,3510,0.4671928347672371,Mr. A.J. Rice,0.3293539337900774,male,Credit Suisse,"('UNH', '2019 q2')",0.0
5246,CNC,2019 q2,3510,0.3032757717576979,Mr. Zachary Sopcak,0.0991460039244482,male,Morgan Stanley,"('CNC', '2019 q2')",0.0
5247,UNH,2019 q2,3510,0.4671928347672371,Mr. Zachary Sopcak,0.1608218815649839,male,Morgan Stanley,"('UNH', '2019 q2')",0.0
5248,COO,2019 q2,3510,0.6258779143223564,Steven M. Lichtman,0.2745894796380164,male,"Oppenheimer & Co., Inc.","('COO', '2019 q2')",0.0
5249,DXCM,2019 q2,3510,0.4974853174298979,Steven M. Lichtman,0.2243297977823466,male,"Oppenheimer & Co., Inc.","('DXCM', '2019 q2')",0.0
5250,MDT,2019 q2,3510,0.4271734178869767,Steven M. Lichtman,0.0900301102833653,male,"Oppenheimer & Co., Inc.","('MDT', '2019 q2')",0.016222815960645676
5251,SYK,2019 q2,3510,0.5229684084134898,Steven M. Lichtman,0.1036889531087311,male,"Oppenheimer & Co., Inc.","('SYK', '2019 q2')",0.0
5252,ZBH,2019 q2,3510,0.6456116107117319,Steven M. Lichtman,0.2351543761530033,male,"Oppenheimer & Co., Inc.","('ZBH', '2019 q2')",0.0
5253,DGX,2019 q2,3510,0.6015070962248521,Mr. Brian Tanquilut,0.2795024214998277,male,Jefferies,"('DGX', '2019 q2')",0.0
5254,DGX,2019 q2,3510,0.6015070962248521,Kevin Ellich,0.2919006105821504,male,Craig Hallum,"('DGX', '2019 q2')",0.0
5255,HSIC,2019 q2,3510,0.6634958947761967,Kevin Ellich,0.2535484397468224,male,Craig Hallum,"('HSIC', '2019 q2')",0.0
5256,LH,2019 q2,3510,0.6397911833964972,Kevin Ellich,0.4073516798441288,male,Craig Hallum,"('LH', '2019 q2')",0.0
5257,DGX,2019 q2,3510,0.6015070962248521,Mr. Mark A. Massaro,0.2010476599949121,male,Canaccord Genuity,"('DGX', '2019 q2')",0.0
5258,HOLX,2019 q2,3510,0.6843569594736654,Mr. Mark A. Massaro,0.2866804411538452,male,Canaccord Genuity,"('HOLX', '2019 q2')",0.011422314681112766
5259,IDXX,2019 q2,3510,0.715682998685568,Mr. Mark A. Massaro,0.6267732228962495,male,Canaccord Genuity,"('IDXX', '2019 q2')",0.025687139481306076
5260,DGX,2019 q2,3510,0.6015070962248521,"William R. Quirk, CFA",0.4923757781561188,male,Piper Sandler Companies,"('DGX', '2019 q2')",0.0
5261,DHR,2019 q2,3510,0.644735673538545,"William R. Quirk, CFA",0.3267732285846699,male,Piper Sandler Companies,"('DHR', '2019 q2')",0.0
5262,HOLX,2019 q2,3510,0.6843569594736654,"William R. Quirk, CFA",0.3312093030644211,male,Piper Sandler Companies,"('HOLX', '2019 q2')",0.0
5263,DGX,2019 q2,3510,0.6015070962248521,Derik De Bruin,0.4810145529606272,male,BofA Global Research,"('DGX', '2019 q2')",0.0
5264,HOLX,2019 q2,3510,0.6843569594736654,Derik De Bruin,0.4657228239046324,male,BofA Global Research,"('HOLX', '2019 q2')",0.0
5265,LH,2019 q2,3510,0.6397911833964972,Derik De Bruin,0.4768728097004965,male,BofA Global Research,"('LH', '2019 q2')",0.015420172363519669
5266,DHR,2019 q2,3510,0.644735673538545,"Mr. Deane Dray, CFA",0.2123718955732501,male,RBC Capital Markets,"('DHR', '2019 q2')",0.01666666753590107
5267,DHR,2019 q2,3510,0.644735673538545,"Mr. Paul R. Knight, CFA",0.1854440872990614,male,Janney Montgomery Scott LLC,"('DHR', '2019 q2')",0.015900101512670517
5268,DHR,2019 q2,3510,0.644735673538545,Mr. Douglas A. Schenkel,0.7669322281000509,male,Cowen and Company,"('DHR', '2019 q2')",0.0
5269,DHR,2019 q2,3510,0.644735673538545,"Brian P. Drab, CFA",0.3526260868810851,male,William Blair & Company,"('DHR', '2019 q2')",0.0
5270,DVA,2019 q2,3510,0.5667339465516978,Mr. Patrick Feeley,0.3317319884721846,male,Barclays,"('DVA', '2019 q2')",0.021292300894856453
5271,DXCM,2019 q2,3510,0.4974853174298979,Travis Steed,0.3482587311724881,male,BofA Global Research,"('DXCM', '2019 q2')",0.0
5272,DXCM,2019 q2,3510,0.4974853174298979,Mr. Kyle W. Rose,0.2257524865513791,male,Canaccord Genuity,"('DXCM', '2019 q2')",0.0
5273,SYK,2019 q2,3510,0.5229684084134898,Mr. Kyle W. Rose,0.106945944605065,male,Canaccord Genuity,"('SYK', '2019 q2')",0.01579371467232704
5274,ZBH,2019 q2,3510,0.6456116107117319,Mr. Kyle W. Rose,0.3221357148442075,male,Canaccord Genuity,"('ZBH', '2019 q2')",0.022871455177664757
5275,DXCM,2019 q2,3510,0.4974853174298979,J.P. McKim,0.2957581843789031,male,Piper Sandler Companies,"('DXCM', '2019 q2')",0.0
5276,ISRG,2019 q2,3510,0.4988163811844763,J.P. McKim,0.2221271555158216,male,Piper Sandler Companies,"('ISRG', '2019 q2')",0.0
5277,EW,2019 q2,3510,0.4687384037543199,Mr. Ed Ridley-Day,0.2296141212316814,male,Redburn (Europe) Limited,"('EW', '2019 q2')",0.010430194437503815
5278,EW,2019 q2,3510,0.4687384037543199,Mr. Jason R. Mills,0.1266383075314445,male,Canaccord Genuity,"('EW', '2019 q2')",0.0
5279,ISRG,2019 q2,3510,0.4988163811844763,Mr. Jason R. Mills,0.1791674814902639,male,Canaccord Genuity,"('ISRG', '2019 q2')",0.025091903284192085
5280,HSIC,2019 q2,3510,0.6634958947761967,"Mr. Michael J. Petusky, CFA",0.8722182205076889,male,Barrington Research Associates,"('HSIC', '2019 q2')",0.012502394150942564
5281,VAR,2019 q2,3510,0.7638906122524612,"Mr. Michael J. Petusky, CFA",0.7696121760498759,male,Barrington Research Associates,"('VAR', '2019 q2')",0.0
5282,XRAY,2019 q2,3510,0.7358557787308821,"Mr. Michael J. Petusky, CFA",0.6917756287761788,male,Barrington Research Associates,"('XRAY', '2019 q2')",0.0
5283,ISRG,2019 q2,3510,0.4988163811844763,"Mr. Suraj Kalia, CFA",0.1971209239956194,male,Northland Securities,"('ISRG', '2019 q2')",0.0
5284,MDT,2019 q2,3510,0.4271734178869767,"Mr. Suraj Kalia, CFA",0.2215238448920088,male,Northland Securities,"('MDT', '2019 q2')",0.0
5285,ISRG,2019 q2,3510,0.4988163811844763,Imron Zafar,0.3023375154539088,male,Deutsche Bank,"('ISRG', '2019 q2')",0.0
5286,LH,2019 q2,3510,0.6397911833964972,"Mr. Ryan S. Daniels, CFA",0.3100203986470656,male,William Blair & Company,"('LH', '2019 q2')",0.0
5287,MDT,2019 q2,3510,0.4271734178869767,"Mr. Matthew C. Taylor, CFA",0.1654767725123258,male,UBS Equities,"('MDT', '2019 q2')",0.022205673158168793
5288,MDT,2019 q2,3510,0.4271734178869767,Pito Chickering,0.1288396074804402,male,Deutsche Bank,"('MDT', '2019 q2')",0.0
5289,SYK,2019 q2,3510,0.5229684084134898,Pito Chickering,0.816517914211657,male,Deutsche Bank,"('SYK', '2019 q2')",0.0
5290,ZBH,2019 q2,3510,0.6456116107117319,Pito Chickering,0.865539930629764,male,Deutsche Bank,"('ZBH', '2019 q2')",0.0
5291,MDT,2019 q2,3510,0.4271734178869767,Mr. Raj S. Denhoy,0.2115552338619893,male,Jefferies,"('MDT', '2019 q2')",0.0
5292,TFX,2019 q2,3510,0.5475191715162969,Mr. Raj S. Denhoy,0.2846672831165877,male,Jefferies,"('TFX', '2019 q2')",0.0
5293,RMD,2019 q2,3510,0.7047989821717029,Ms. Nicolette Quinn,0.6448334442534971,female,"Morningstar, Inc.","('RMD', '2019 q2')",0.03333333507180214
5294,RMD,2019 q2,3510,0.7047989821717029,Mr. Sean M. Laaman,0.7588878288754035,male,Morgan Stanley,"('RMD', '2019 q2')",0.01973038539290428
5295,RMD,2019 q2,3510,0.7047989821717029,Craig Wong-Pan,0.5707693090734673,male,Deutsche Bank,"('RMD', '2019 q2')",0.0
5296,RMD,2019 q2,3510,0.7047989821717029,Mr. Johannes Faul,0.6727311647618005,male,"Morningstar, Inc.","('RMD', '2019 q2')",0.0
5297,RMD,2019 q2,3510,0.7047989821717029,Ms. Gretel Janu,0.3987863215901771,female,Credit Suisse,"('RMD', '2019 q2')",0.04478808088848988
5298,RMD,2019 q2,3510,0.7047989821717029,Ms. Lyanne Harrison,0.5191820326700793,female,BofA Global Research,"('RMD', '2019 q2')",0.0
5299,STE,2019 q2,3510,0.5228780564002072,"Elliott L. Schlang, CFA",0.2470155014650016,male,Great Lakes/Wellington Shields,"('STE', '2019 q2')",0.0
5300,XRAY,2019 q2,3510,0.7358557787308821,"Elliott L. Schlang, CFA",0.445705786206411,male,Great Lakes/Wellington Shields,"('XRAY', '2019 q2')",0.03333333507180214
5301,STE,2019 q2,3510,0.5228780564002072,Mr. David Turkaly,0.3995026085853374,male,JMP Securities,"('STE', '2019 q2')",0.0
5302,TFX,2019 q2,3510,0.5475191715162969,Mr. David Turkaly,0.3555271668938364,male,JMP Securities,"('TFX', '2019 q2')",0.0
5303,SYK,2019 q2,3510,0.5229684084134898,Ryan Zimmerman,0.141681185641589,male,BTIG,"('SYK', '2019 q2')",0.016330260783433914
5304,ZBH,2019 q2,3510,0.6456116107117319,Ryan Zimmerman,0.3052351476524682,male,BTIG,"('ZBH', '2019 q2')",0.046842847019433975
5305,SYK,2019 q2,3510,0.5229684084134898,Mr. Bruce Nudell,0.4622504178243302,male,SunTrust Robinson Humphrey Capital Markets,"('SYK', '2019 q2')",0.0
5306,VAR,2019 q2,3510,0.7638906122524612,"Anthony C. Petrone, CFA, CFA",0.569126153512394,male,Jefferies,"('VAR', '2019 q2')",0.0
5307,XRAY,2019 q2,3510,0.7358557787308821,"Mr. Raghuram Selvaraju, PHD",0.5272106296346677,male,"H.C. Wainwright & Co., LLC","('XRAY', '2019 q2')",0.011541714891791344
5308,ABC,2019 q3,3510,0.5916728714718954,Ms. Soo Romanoff,0.6327924265052861,female,"Morningstar, Inc.","('ABC', '2019 q3')",0.008333333767950535
5309,CAH,2019 q3,3510,0.6664251275096629,Ms. Soo Romanoff,0.8723723885578193,female,"Morningstar, Inc.","('CAH', '2019 q3')",0.0
5310,CERN,2019 q3,3510,0.720889918512058,Ms. Soo Romanoff,0.7452905096178405,female,"Morningstar, Inc.","('CERN', '2019 q3')",0.0
5311,ABC,2019 q3,3510,0.5916728714718954,Mr. David R. Risinger,0.2979968422042097,male,Morgan Stanley,"('ABC', '2019 q3')",0.0
5312,ABC,2019 q3,3510,0.5916728714718954,Ms. Erin E. Wright,0.6486466109317968,female,Credit Suisse,"('ABC', '2019 q3')",0.010611694306135178
5313,ALGN,2019 q3,3510,0.6047196081358723,Ms. Erin E. Wright,0.4798588581446926,female,Credit Suisse,"('ALGN', '2019 q3')",0.0
5314,DHR,2019 q3,3510,0.5570802249424509,Ms. Erin E. Wright,0.3573605436249499,female,Credit Suisse,"('DHR', '2019 q3')",0.0
5315,IDXX,2019 q3,3510,0.6269536936656658,Ms. Erin E. Wright,0.3937511910168991,female,Credit Suisse,"('IDXX', '2019 q3')",0.0
5316,ABC,2019 q3,3510,0.5916728714718954,George R. Hill,0.5047622647494777,male,Deutsche Bank,"('ABC', '2019 q3')",0.0
5317,ABC,2019 q3,3510,0.5916728714718954,Mr. Glen J. Santangelo,0.5277002311380932,male,Guggenheim Securities LLC,"('ABC', '2019 q3')",0.029305782169103622
5318,ALGN,2019 q3,3510,0.6047196081358723,Mr. Glen J. Santangelo,0.4138702972204424,male,Guggenheim Securities LLC,"('ALGN', '2019 q3')",0.0
5319,CAH,2019 q3,3510,0.6664251275096629,Mr. Glen J. Santangelo,0.3930396936021031,male,Guggenheim Securities LLC,"('CAH', '2019 q3')",0.0
5320,CVS,2019 q3,3510,0.5945610721956383,Mr. Glen J. Santangelo,0.7523587765776215,male,Guggenheim Securities LLC,"('CVS', '2019 q3')",0.0
5321,HSIC,2019 q3,3510,0.6429905248685586,Mr. Glen J. Santangelo,0.5222072332124889,male,Guggenheim Securities LLC,"('HSIC', '2019 q3')",0.0
5322,ABC,2019 q3,3510,0.5916728714718954,Colin Scarola,0.5059093649368971,male,CFRA Equity Research,"('ABC', '2019 q3')",0.0
5323,ANTM,2019 q3,3510,0.6045314061063156,Colin Scarola,0.3795496336563848,male,CFRA Equity Research,"('ANTM', '2019 q3')",0.0
5324,CAH,2019 q3,3510,0.6664251275096629,Colin Scarola,0.6449689923711448,male,CFRA Equity Research,"('CAH', '2019 q3')",0.0
5325,CI,2019 q3,3510,0.5411859214269414,Colin Scarola,0.5406425111980832,male,CFRA Equity Research,"('CI', '2019 q3')",0.0
5326,CNC,2019 q3,3510,0.3753962455647261,Colin Scarola,0.4982180203606176,male,CFRA Equity Research,"('CNC', '2019 q3')",0.0
5327,HSIC,2019 q3,3510,0.6429905248685586,Colin Scarola,0.7471847027914249,male,CFRA Equity Research,"('HSIC', '2019 q3')",0.0
5328,HUM,2019 q3,3510,0.5537584905556454,Colin Scarola,0.5241310698106938,male,CFRA Equity Research,"('HUM', '2019 q3')",0.0
5329,UNH,2019 q3,3510,0.5091745239894435,Colin Scarola,0.4683843409003188,male,CFRA Equity Research,"('UNH', '2019 q3')",0.0
5330,ABC,2019 q3,3510,0.5916728714718954,Stephen Baxter,0.4909996085519723,male,Wolfe Research,"('ABC', '2019 q3')",0.0
5331,CAH,2019 q3,3510,0.6664251275096629,Stephen Baxter,0.4227730273506604,male,Wolfe Research,"('CAH', '2019 q3')",0.0
5332,DGX,2019 q3,3510,0.573659010471218,Stephen Baxter,0.4421251325478427,male,Wolfe Research,"('DGX', '2019 q3')",0.0
5333,LH,2019 q3,3510,0.6190313894268271,Stephen Baxter,0.4712252352028674,male,Wolfe Research,"('LH', '2019 q3')",0.0
5334,ABC,2019 q3,3510,0.5916728714718954,Mr. Charles Rhyee,0.2094240372292144,male,Cowen and Company,"('ABC', '2019 q3')",0.0
5335,ANTM,2019 q3,3510,0.6045314061063156,Mr. Charles Rhyee,0.199897137803508,male,Cowen and Company,"('ANTM', '2019 q3')",0.0
5336,CAH,2019 q3,3510,0.6664251275096629,Mr. Charles Rhyee,0.3744454700889959,male,Cowen and Company,"('CAH', '2019 q3')",0.0
5337,CERN,2019 q3,3510,0.720889918512058,Mr. Charles Rhyee,0.2361279319219823,male,Cowen and Company,"('CERN', '2019 q3')",0.0
5338,CI,2019 q3,3510,0.5411859214269414,Mr. Charles Rhyee,0.1993480200317813,male,Cowen and Company,"('CI', '2019 q3')",0.0
5339,CVS,2019 q3,3510,0.5945610721956383,Mr. Charles Rhyee,0.4060336251722599,male,Cowen and Company,"('CVS', '2019 q3')",0.0
5340,HUM,2019 q3,3510,0.5537584905556454,Mr. Charles Rhyee,0.150989707039242,male,Cowen and Company,"('HUM', '2019 q3')",0.0
5341,UNH,2019 q3,3510,0.5091745239894435,Mr. Charles Rhyee,0.136417853426036,male,Cowen and Company,"('UNH', '2019 q3')",0.0
5342,ABC,2019 q3,3510,0.5916728714718954,Mr. Steve Valiquette,0.4767758014041947,male,Barclays,"('ABC', '2019 q3')",0.015829622745513916
5343,ALGN,2019 q3,3510,0.6047196081358723,Mr. Steve Valiquette,0.323147727863827,male,Barclays,"('ALGN', '2019 q3')",0.010784818790853024
5344,CAH,2019 q3,3510,0.6664251275096629,Mr. Steve Valiquette,0.5936809429926878,male,Barclays,"('CAH', '2019 q3')",0.0
5345,CERN,2019 q3,3510,0.720889918512058,Mr. Steve Valiquette,0.4233412690484879,male,Barclays,"('CERN', '2019 q3')",0.0
5346,CI,2019 q3,3510,0.5411859214269414,Mr. Steve Valiquette,0.5801438876760358,male,Barclays,"('CI', '2019 q3')",0.005750332027673721
5347,CVS,2019 q3,3510,0.5945610721956383,Mr. Steve Valiquette,0.3424567657419722,male,Barclays,"('CVS', '2019 q3')",0.0
5348,HUM,2019 q3,3510,0.5537584905556454,Mr. Steve Valiquette,0.719061719297228,male,Barclays,"('HUM', '2019 q3')",0.009000113233923912
5349,UHS,2019 q3,3510,0.4806151022551609,Mr. Steve Valiquette,0.1120276123209289,male,Barclays,"('UHS', '2019 q3')",0.0
5350,UNH,2019 q3,3510,0.5091745239894435,Mr. Steve Valiquette,0.3346293210848212,male,Barclays,"('UNH', '2019 q3')",0.010778347961604595
5351,XRAY,2019 q3,3510,0.703355722238509,Mr. Steve Valiquette,0.3162900383068783,male,Barclays,"('XRAY', '2019 q3')",0.0
5352,ABC,2019 q3,3510,0.5916728714718954,Mr. Michael A. Cherny,0.1665793679767019,male,BofA Global Research,"('ABC', '2019 q3')",0.0
5353,CAH,2019 q3,3510,0.6664251275096629,Mr. Michael A. Cherny,0.610812148179853,male,BofA Global Research,"('CAH', '2019 q3')",0.03333333507180214
5354,CVS,2019 q3,3510,0.5945610721956383,Mr. Michael A. Cherny,0.3263478308556272,male,BofA Global Research,"('CVS', '2019 q3')",0.0059418887831270695
5355,HSIC,2019 q3,3510,0.6429905248685586,Mr. Michael A. Cherny,0.4588732091114904,male,BofA Global Research,"('HSIC', '2019 q3')",0.0
5356,XRAY,2019 q3,3510,0.703355722238509,Mr. Michael A. Cherny,0.5053365077203905,male,BofA Global Research,"('XRAY', '2019 q3')",0.014915110543370247
5357,ABC,2019 q3,3510,0.5916728714718954,Mr. Ross Muken,0.3651527179645226,male,EVERCORE ISI,"('ABC', '2019 q3')",0.0
5358,CAH,2019 q3,3510,0.6664251275096629,Mr. Ross Muken,0.4511763983225891,male,EVERCORE ISI,"('CAH', '2019 q3')",0.0
5359,CVS,2019 q3,3510,0.5945610721956383,Mr. Ross Muken,0.3758034231271088,male,EVERCORE ISI,"('CVS', '2019 q3')",0.0
5360,DGX,2019 q3,3510,0.573659010471218,Mr. Ross Muken,0.4360519808438693,male,EVERCORE ISI,"('DGX', '2019 q3')",0.0
5361,DHR,2019 q3,3510,0.5570802249424509,Mr. Ross Muken,0.3423367948046014,male,EVERCORE ISI,"('DHR', '2019 q3')",0.0
5362,LH,2019 q3,3510,0.6190313894268271,Mr. Ross Muken,0.5047008197795971,male,EVERCORE ISI,"('LH', '2019 q3')",0.03333333507180214
5363,ABC,2019 q3,3510,0.5916728714718954,"Mr. David M. Larsen, CFA",0.3827369325379264,male,SVB Leerink,"('ABC', '2019 q3')",0.02205958403646946
5364,ABT,2019 q3,3510,0.4209621151462632,Mr. Christopher Pasquale,0.205113590330016,male,Guggenheim Securities LLC,"('ABT', '2019 q3')",0.0
5365,COO,2019 q3,3510,0.5633751078191716,Mr. Christopher Pasquale,0.2165439876951591,male,Guggenheim Securities LLC,"('COO', '2019 q3')",0.02434626594185829
5366,DXCM,2019 q3,3510,0.5357912046245843,Mr. Christopher Pasquale,0.1141472331921006,male,Guggenheim Securities LLC,"('DXCM', '2019 q3')",0.014326602220535278
5367,MDT,2019 q3,3510,0.4882704212662597,Mr. Christopher Pasquale,0.1463141914646616,male,Guggenheim Securities LLC,"('MDT', '2019 q3')",0.0
5368,SYK,2019 q3,3510,0.4303292020221371,Mr. Christopher Pasquale,0.0781545051263665,male,Guggenheim Securities LLC,"('SYK', '2019 q3')",0.0
5369,ZBH,2019 q3,3510,0.592973548755619,Mr. Christopher Pasquale,0.3647889860215068,male,Guggenheim Securities LLC,"('ZBH', '2019 q3')",0.0
5370,ABT,2019 q3,3510,0.4209621151462632,Mr. Bob Hopkins,0.629536487595534,male,BofA Global Research,"('ABT', '2019 q3')",0.03333333507180214
5371,BAX,2019 q3,3510,0.5739984966257088,Mr. Bob Hopkins,0.6544651392768588,male,BofA Global Research,"('BAX', '2019 q3')",0.03333333507180214
5372,EW,2019 q3,3510,0.5249787608824193,Mr. Bob Hopkins,0.5216920813664012,male,BofA Global Research,"('EW', '2019 q3')",0.03333333507180214
5373,MDT,2019 q3,3510,0.4882704212662597,Mr. Bob Hopkins,0.3268681158376286,male,BofA Global Research,"('MDT', '2019 q3')",0.0
5374,ABT,2019 q3,3510,0.4209621151462632,Mr. Matt S. Miksic,0.1553990082246903,male,Credit Suisse,"('ABT', '2019 q3')",0.0
5375,BAX,2019 q3,3510,0.5739984966257088,Mr. Matt S. Miksic,0.3476673241020101,male,Credit Suisse,"('BAX', '2019 q3')",0.0
5376,BSX,2019 q3,3510,0.523179771751032,Mr. Matt S. Miksic,0.398215145051963,male,Credit Suisse,"('BSX', '2019 q3')",0.0
5377,EW,2019 q3,3510,0.5249787608824193,Mr. Matt S. Miksic,0.1552208966242081,male,Credit Suisse,"('EW', '2019 q3')",0.0
5378,SYK,2019 q3,3510,0.4303292020221371,Mr. Matt S. Miksic,0.3165880815467626,male,Credit Suisse,"('SYK', '2019 q3')",0.0
5379,ABT,2019 q3,3510,0.4209621151462632,Ms. Debbie S. Wang,0.4258968570386043,female,"Morningstar, Inc.","('ABT', '2019 q3')",0.010672974400222301
5380,DGX,2019 q3,3510,0.573659010471218,Ms. Debbie S. Wang,0.8266914626412354,female,"Morningstar, Inc.","('DGX', '2019 q3')",0.0
5381,DXCM,2019 q3,3510,0.5357912046245843,Ms. Debbie S. Wang,0.8882986200550193,female,"Morningstar, Inc.","('DXCM', '2019 q3')",0.014862787909805775
5382,EW,2019 q3,3510,0.5249787608824193,Ms. Debbie S. Wang,0.4734873584241127,female,"Morningstar, Inc.","('EW', '2019 q3')",0.0
5383,HOLX,2019 q3,3510,0.6492380423035135,Ms. Debbie S. Wang,0.8377360621409663,female,"Morningstar, Inc.","('HOLX', '2019 q3')",0.0
5384,IDXX,2019 q3,3510,0.6269536936656658,Ms. Debbie S. Wang,0.7734804642673572,female,"Morningstar, Inc.","('IDXX', '2019 q3')",0.0
5385,LH,2019 q3,3510,0.6190313894268271,Ms. Debbie S. Wang,0.6807337256181449,female,"Morningstar, Inc.","('LH', '2019 q3')",0.0
5386,MDT,2019 q3,3510,0.4882704212662597,Ms. Debbie S. Wang,0.5426451226254948,female,"Morningstar, Inc.","('MDT', '2019 q3')",0.0
5387,SYK,2019 q3,3510,0.4303292020221371,Ms. Debbie S. Wang,0.9025721159633272,female,"Morningstar, Inc.","('SYK', '2019 q3')",0.0
5388,ZBH,2019 q3,3510,0.592973548755619,Ms. Debbie S. Wang,0.6805358529769058,female,"Morningstar, Inc.","('ZBH', '2019 q3')",0.0
5389,ABT,2019 q3,3510,0.4209621151462632,"Joshua T. Jennings, MD",0.078994054247268,male,Cowen and Company,"('ABT', '2019 q3')",0.0
5390,BAX,2019 q3,3510,0.5739984966257088,"Joshua T. Jennings, MD",0.1975193906694721,male,Cowen and Company,"('BAX', '2019 q3')",0.0
5391,EW,2019 q3,3510,0.5249787608824193,"Joshua T. Jennings, MD",0.148889759168071,male,Cowen and Company,"('EW', '2019 q3')",0.0
5392,SYK,2019 q3,3510,0.4303292020221371,"Joshua T. Jennings, MD",0.088953684357075,male,Cowen and Company,"('SYK', '2019 q3')",0.0
5393,ZBH,2019 q3,3510,0.592973548755619,"Joshua T. Jennings, MD",0.5728369236385655,male,Cowen and Company,"('ZBH', '2019 q3')",0.0
5394,ABT,2019 q3,3510,0.4209621151462632,"Kevin Huang, CFA",0.4365693708319511,male,CFRA Equity Research,"('ABT', '2019 q3')",0.0
5395,ALGN,2019 q3,3510,0.6047196081358723,"Kevin Huang, CFA",0.7432471556313905,male,CFRA Equity Research,"('ALGN', '2019 q3')",0.0
5396,BAX,2019 q3,3510,0.5739984966257088,"Kevin Huang, CFA",0.6901378751637768,male,CFRA Equity Research,"('BAX', '2019 q3')",0.0
5397,BDX,2019 q3,3510,0.5426483449534356,"Kevin Huang, CFA",0.77251989305022,male,CFRA Equity Research,"('BDX', '2019 q3')",0.0
5398,BSX,2019 q3,3510,0.523179771751032,"Kevin Huang, CFA",0.4793459924401408,male,CFRA Equity Research,"('BSX', '2019 q3')",0.0
5399,CERN,2019 q3,3510,0.720889918512058,"Kevin Huang, CFA",0.7119849551486799,male,CFRA Equity Research,"('CERN', '2019 q3')",0.0
5400,COO,2019 q3,3510,0.5633751078191716,"Kevin Huang, CFA",0.728693390014275,male,CFRA Equity Research,"('COO', '2019 q3')",0.0
5401,CVS,2019 q3,3510,0.5945610721956383,"Kevin Huang, CFA",0.5986353805422129,male,CFRA Equity Research,"('CVS', '2019 q3')",0.0
5402,DGX,2019 q3,3510,0.573659010471218,"Kevin Huang, CFA",0.6651945342081924,male,CFRA Equity Research,"('DGX', '2019 q3')",0.0
5403,DHR,2019 q3,3510,0.5570802249424509,"Kevin Huang, CFA",0.6919403238478106,male,CFRA Equity Research,"('DHR', '2019 q3')",0.0
5404,DVA,2019 q3,3510,0.5420701375007124,"Kevin Huang, CFA",0.5100597786314345,male,CFRA Equity Research,"('DVA', '2019 q3')",0.0
5405,DXCM,2019 q3,3510,0.5357912046245843,"Kevin Huang, CFA",0.6208846255361031,male,CFRA Equity Research,"('DXCM', '2019 q3')",0.0
5406,EW,2019 q3,3510,0.5249787608824193,"Kevin Huang, CFA",0.4672000056856684,male,CFRA Equity Research,"('EW', '2019 q3')",0.0
5407,HCA,2019 q3,3510,0.6534611576026719,"Kevin Huang, CFA",0.6143514752559524,male,CFRA Equity Research,"('HCA', '2019 q3')",0.0
5408,HOLX,2019 q3,3510,0.6492380423035135,"Kevin Huang, CFA",0.7676268359405545,male,CFRA Equity Research,"('HOLX', '2019 q3')",0.0
5409,IDXX,2019 q3,3510,0.6269536936656658,"Kevin Huang, CFA",0.7270224232389768,male,CFRA Equity Research,"('IDXX', '2019 q3')",0.0
5410,ISRG,2019 q3,3510,0.2705658229461288,"Kevin Huang, CFA",0.56186930049854,male,CFRA Equity Research,"('ISRG', '2019 q3')",0.0
5411,LH,2019 q3,3510,0.6190313894268271,"Kevin Huang, CFA",0.6899276587050746,male,CFRA Equity Research,"('LH', '2019 q3')",0.0
5412,MDT,2019 q3,3510,0.4882704212662597,"Kevin Huang, CFA",0.4223422766959356,male,CFRA Equity Research,"('MDT', '2019 q3')",0.0
5413,RMD,2019 q3,3510,0.5211689434308522,"Kevin Huang, CFA",0.5774097380349141,male,CFRA Equity Research,"('RMD', '2019 q3')",0.0
5414,SYK,2019 q3,3510,0.4303292020221371,"Kevin Huang, CFA",0.6653414022843774,male,CFRA Equity Research,"('SYK', '2019 q3')",0.0
5415,TFX,2019 q3,3510,0.4631252261114503,"Kevin Huang, CFA",0.6997957162911839,male,CFRA Equity Research,"('TFX', '2019 q3')",0.0
5416,UHS,2019 q3,3510,0.4806151022551609,"Kevin Huang, CFA",0.5085802074445436,male,CFRA Equity Research,"('UHS', '2019 q3')",0.0
5417,VAR,2019 q3,3510,0.7811701749125908,"Kevin Huang, CFA",0.7931232961715308,male,CFRA Equity Research,"('VAR', '2019 q3')",0.0
5418,XRAY,2019 q3,3510,0.703355722238509,"Kevin Huang, CFA",0.8045343764736164,male,CFRA Equity Research,"('XRAY', '2019 q3')",0.0
5419,ZBH,2019 q3,3510,0.592973548755619,"Kevin Huang, CFA",0.6610616325528582,male,CFRA Equity Research,"('ZBH', '2019 q3')",0.0
5420,ABT,2019 q3,3510,0.4209621151462632,Ms. Margaret Kaczor,0.1256084936380328,female,William Blair & Company,"('ABT', '2019 q3')",0.012185446918010712
5421,EW,2019 q3,3510,0.5249787608824193,Ms. Margaret Kaczor,0.1719858163789981,female,William Blair & Company,"('EW', '2019 q3')",0.0164153091609478
5422,ABT,2019 q3,3510,0.4209621151462632,Mr. Vijay M. Kumar,0.629536487595534,male,EVERCORE ISI,"('ABT', '2019 q3')",0.03333333507180214
5423,EW,2019 q3,3510,0.5249787608824193,Mr. Vijay M. Kumar,0.5216920813664013,male,EVERCORE ISI,"('EW', '2019 q3')",0.03333333507180214
5424,HOLX,2019 q3,3510,0.6492380423035135,Mr. Vijay M. Kumar,0.3691019316688397,male,EVERCORE ISI,"('HOLX', '2019 q3')",0.0
5425,MDT,2019 q3,3510,0.4882704212662597,Mr. Vijay M. Kumar,0.225708467456058,male,EVERCORE ISI,"('MDT', '2019 q3')",0.0
5426,SYK,2019 q3,3510,0.4303292020221371,Mr. Vijay M. Kumar,0.3598216026426578,male,EVERCORE ISI,"('SYK', '2019 q3')",0.0
5427,VAR,2019 q3,3510,0.7811701749125908,Mr. Vijay M. Kumar,0.6138458252767912,male,EVERCORE ISI,"('VAR', '2019 q3')",0.0
5428,ZBH,2019 q3,3510,0.592973548755619,Mr. Vijay M. Kumar,0.6303822169431537,male,EVERCORE ISI,"('ZBH', '2019 q3')",0.03333333507180214
5429,ABT,2019 q3,3510,0.4209621151462632,Mr. Raj S. Denhoy,0.0846017492902772,male,Jefferies,"('ABT', '2019 q3')",0.0
5430,EW,2019 q3,3510,0.5249787608824193,Mr. Raj S. Denhoy,0.2830635714750619,male,Jefferies,"('EW', '2019 q3')",0.0
5431,HOLX,2019 q3,3510,0.6492380423035135,Mr. Raj S. Denhoy,0.2368888802783497,male,Jefferies,"('HOLX', '2019 q3')",0.0
5432,TFX,2019 q3,3510,0.4631252261114503,Mr. Raj S. Denhoy,0.4053388396211891,male,Jefferies,"('TFX', '2019 q3')",0.0
5433,ABT,2019 q3,3510,0.4209621151462632,"Kristen Stewart, CFA",0.2339454186832044,female,Barclays,"('ABT', '2019 q3')",0.0
5434,BAX,2019 q3,3510,0.5739984966257088,"Kristen Stewart, CFA",0.4288078735042823,female,Barclays,"('BAX', '2019 q3')",0.0
5435,BDX,2019 q3,3510,0.5426483449534356,"Kristen Stewart, CFA",0.280652812988175,female,Barclays,"('BDX', '2019 q3')",0.0
5436,EW,2019 q3,3510,0.5249787608824193,"Kristen Stewart, CFA",0.1833255858923643,female,Barclays,"('EW', '2019 q3')",0.0
5437,MDT,2019 q3,3510,0.4882704212662597,"Kristen Stewart, CFA",0.2819289066028062,female,Barclays,"('MDT', '2019 q3')",0.0
5438,SYK,2019 q3,3510,0.4303292020221371,"Kristen Stewart, CFA",0.1707779117015306,female,Barclays,"('SYK', '2019 q3')",0.015289547853171825
5439,TFX,2019 q3,3510,0.4631252261114503,"Kristen Stewart, CFA",0.1765882556504785,female,Barclays,"('TFX', '2019 q3')",0.007154003717005253
5440,ZBH,2019 q3,3510,0.592973548755619,"Kristen Stewart, CFA",0.2445072001041564,female,Barclays,"('ZBH', '2019 q3')",0.013766452670097351
5441,ABT,2019 q3,3510,0.4209621151462632,Lawrence H. Biegelsen,0.1618598738377344,male,"Wells Fargo Securities, LLC","('ABT', '2019 q3')",0.03016618887583415
5442,BAX,2019 q3,3510,0.5739984966257088,Lawrence H. Biegelsen,0.2390167962729346,male,"Wells Fargo Securities, LLC","('BAX', '2019 q3')",0.01666666753590107
5443,BDX,2019 q3,3510,0.5426483449534356,Lawrence H. Biegelsen,0.2971652959985276,male,"Wells Fargo Securities, LLC","('BDX', '2019 q3')",0.0
5444,COO,2019 q3,3510,0.5633751078191716,Lawrence H. Biegelsen,0.273660802071023,male,"Wells Fargo Securities, LLC","('COO', '2019 q3')",0.006858417764306068
5445,EW,2019 q3,3510,0.5249787608824193,Lawrence H. Biegelsen,0.1276152727648177,male,"Wells Fargo Securities, LLC","('EW', '2019 q3')",0.0
5446,ISRG,2019 q3,3510,0.2705658229461288,Lawrence H. Biegelsen,0.1061072735133936,male,"Wells Fargo Securities, LLC","('ISRG', '2019 q3')",0.0
5447,MDT,2019 q3,3510,0.4882704212662597,Lawrence H. Biegelsen,0.1119818583987516,male,"Wells Fargo Securities, LLC","('MDT', '2019 q3')",0.0
5448,SYK,2019 q3,3510,0.4303292020221371,Lawrence H. Biegelsen,0.0922662347636562,male,"Wells Fargo Securities, LLC","('SYK', '2019 q3')",0.0
5449,TFX,2019 q3,3510,0.4631252261114503,Lawrence H. Biegelsen,0.12875855467179,male,"Wells Fargo Securities, LLC","('TFX', '2019 q3')",0.0
5450,ZBH,2019 q3,3510,0.592973548755619,Lawrence H. Biegelsen,0.2267508884221492,male,"Wells Fargo Securities, LLC","('ZBH', '2019 q3')",0.0
5451,ABT,2019 q3,3510,0.4209621151462632,Ms. Danielle J. Antalffy,0.1120970531147175,female,SVB Leerink,"('ABT', '2019 q3')",0.0
5452,BAX,2019 q3,3510,0.5739984966257088,Ms. Danielle J. Antalffy,0.1676390458722804,female,SVB Leerink,"('BAX', '2019 q3')",0.0
5453,DXCM,2019 q3,3510,0.5357912046245843,Ms. Danielle J. Antalffy,0.2105934404399787,female,SVB Leerink,"('DXCM', '2019 q3')",0.017593055963516235
5454,EW,2019 q3,3510,0.5249787608824193,Ms. Danielle J. Antalffy,0.3179799093966726,female,SVB Leerink,"('EW', '2019 q3')",0.02231546677649021
5455,MDT,2019 q3,3510,0.4882704212662597,Ms. Danielle J. Antalffy,0.1733032220185431,female,SVB Leerink,"('MDT', '2019 q3')",0.0
5456,ABT,2019 q3,3510,0.4209621151462632,Sean Lavin,0.1502542796610015,male,BTIG,"('ABT', '2019 q3')",0.0
5457,DXCM,2019 q3,3510,0.5357912046245843,Sean Lavin,0.2087753009642947,male,BTIG,"('DXCM', '2019 q3')",0.0
5458,EW,2019 q3,3510,0.5249787608824193,Sean Lavin,0.1783518165201554,male,BTIG,"('EW', '2019 q3')",0.021599633619189262
5459,ISRG,2019 q3,3510,0.2705658229461288,Sean Lavin,0.1563179891642507,male,BTIG,"('ISRG', '2019 q3')",0.0
5460,MDT,2019 q3,3510,0.4882704212662597,Sean Lavin,0.1141534051873583,male,BTIG,"('MDT', '2019 q3')",0.015174584463238716
5461,VAR,2019 q3,3510,0.7811701749125908,Sean Lavin,0.5880507478778413,male,BTIG,"('VAR', '2019 q3')",0.0
5462,ABT,2019 q3,3510,0.4209621151462632,"Mr. Brandon Henry, CFA",0.1131463376618165,male,RBC Capital Markets,"('ABT', '2019 q3')",0.0
5463,BAX,2019 q3,3510,0.5739984966257088,"Mr. Brandon Henry, CFA",0.2580854217570572,male,RBC Capital Markets,"('BAX', '2019 q3')",0.0
5464,EW,2019 q3,3510,0.5249787608824193,"Mr. Brandon Henry, CFA",0.1763543285260111,male,RBC Capital Markets,"('EW', '2019 q3')",0.0
5465,HOLX,2019 q3,3510,0.6492380423035135,"Mr. Brandon Henry, CFA",0.618088844085759,male,RBC Capital Markets,"('HOLX', '2019 q3')",0.03333333507180214
5466,MDT,2019 q3,3510,0.4882704212662597,"Mr. Brandon Henry, CFA",0.0941633440507687,male,RBC Capital Markets,"('MDT', '2019 q3')",0.0
5467,SYK,2019 q3,3510,0.4303292020221371,"Mr. Brandon Henry, CFA",0.2497373564729234,male,RBC Capital Markets,"('SYK', '2019 q3')",0.0
5468,VAR,2019 q3,3510,0.7811701749125908,"Mr. Brandon Henry, CFA",0.6281675563826878,male,RBC Capital Markets,"('VAR', '2019 q3')",0.03333333507180214
5469,ZBH,2019 q3,3510,0.592973548755619,"Mr. Brandon Henry, CFA",0.3932246764806081,male,RBC Capital Markets,"('ZBH', '2019 q3')",0.0
5470,ABT,2019 q3,3510,0.4209621151462632,Ms. Akansha Agarwal,0.5784919463931587,female,Crispidea,"('ABT', '2019 q3')",0.0
5471,ANTM,2019 q3,3510,0.6045314061063156,Ms. Akansha Agarwal,0.7731076739156959,female,Crispidea,"('ANTM', '2019 q3')",0.0
5472,CERN,2019 q3,3510,0.720889918512058,Ms. Akansha Agarwal,0.770331042038072,female,Crispidea,"('CERN', '2019 q3')",0.0
5473,CI,2019 q3,3510,0.5411859214269414,Ms. Akansha Agarwal,0.666946423586051,female,Crispidea,"('CI', '2019 q3')",0.03333333507180214
5474,DHR,2019 q3,3510,0.5570802249424509,Ms. Akansha Agarwal,0.6306578244926779,female,Crispidea,"('DHR', '2019 q3')",0.0
5475,MDT,2019 q3,3510,0.4882704212662597,Ms. Akansha Agarwal,0.5160485574526468,female,Crispidea,"('MDT', '2019 q3')",0.0
5476,UNH,2019 q3,3510,0.5091745239894435,Ms. Akansha Agarwal,0.7711426027090965,female,Crispidea,"('UNH', '2019 q3')",0.0
5477,ALGN,2019 q3,3510,0.6047196081358723,"Mr. Damien Conover, CFA",0.795752285433962,male,"Morningstar, Inc.","('ALGN', '2019 q3')",0.006666667014360428
5478,ANTM,2019 q3,3510,0.6045314061063156,"Mr. Damien Conover, CFA",0.4625254059904873,male,"Morningstar, Inc.","('ANTM', '2019 q3')",0.01747940294444561
5479,CI,2019 q3,3510,0.5411859214269414,"Mr. Damien Conover, CFA",0.5586955991703489,male,"Morningstar, Inc.","('CI', '2019 q3')",0.0
5480,COO,2019 q3,3510,0.5633751078191716,"Mr. Damien Conover, CFA",0.718937819780086,male,"Morningstar, Inc.","('COO', '2019 q3')",0.011111111690600714
5481,DVA,2019 q3,3510,0.5420701375007124,"Mr. Damien Conover, CFA",0.4244592837892416,male,"Morningstar, Inc.","('DVA', '2019 q3')",0.0
5482,HSIC,2019 q3,3510,0.6429905248685586,"Mr. Damien Conover, CFA",0.735970707782075,male,"Morningstar, Inc.","('HSIC', '2019 q3')",0.006666667014360428
5483,HUM,2019 q3,3510,0.5537584905556454,"Mr. Damien Conover, CFA",0.5460915370481045,male,"Morningstar, Inc.","('HUM', '2019 q3')",0.0
5484,UNH,2019 q3,3510,0.5091745239894435,"Mr. Damien Conover, CFA",0.4930556144446653,male,"Morningstar, Inc.","('UNH', '2019 q3')",0.0
5485,XRAY,2019 q3,3510,0.703355722238509,"Mr. Damien Conover, CFA",0.8309903566638739,male,"Morningstar, Inc.","('XRAY', '2019 q3')",0.0
5486,ALGN,2019 q3,3510,0.6047196081358723,Ravi Misra,0.5094844736204326,male,Berenberg,"('ALGN', '2019 q3')",0.01792854443192482
5487,DXCM,2019 q3,3510,0.5357912046245843,Ravi Misra,0.5724695424611026,male,Berenberg,"('DXCM', '2019 q3')",0.015970638021826744
5488,ALGN,2019 q3,3510,0.6047196081358723,Mr. Michael Ryskin,0.2948204277969934,male,BofA Global Research,"('ALGN', '2019 q3')",0.0
5489,IDXX,2019 q3,3510,0.6269536936656658,Mr. Michael Ryskin,0.563450427985647,male,BofA Global Research,"('IDXX', '2019 q3')",0.0
5490,ALGN,2019 q3,3510,0.6047196081358723,Mr. Steve Beuchaw,0.2964398118046079,male,Wolfe Research,"('ALGN', '2019 q3')",0.010081774555146694
5491,DHR,2019 q3,3510,0.5570802249424509,Mr. Steve Beuchaw,0.3375990918393099,male,Wolfe Research,"('DHR', '2019 q3')",0.0
5492,HSIC,2019 q3,3510,0.6429905248685586,Mr. Steve Beuchaw,0.3989665652713672,male,Wolfe Research,"('HSIC', '2019 q3')",0.0
5493,XRAY,2019 q3,3510,0.703355722238509,Mr. Steve Beuchaw,0.444989979783778,male,Wolfe Research,"('XRAY', '2019 q3')",0.010780993849039078
5494,ALGN,2019 q3,3510,0.6047196081358723,"John C. Kreger, III",0.253315668762587,male,William Blair & Company,"('ALGN', '2019 q3')",0.0
5495,HSIC,2019 q3,3510,0.6429905248685586,"John C. Kreger, III",0.4305583029744375,male,William Blair & Company,"('HSIC', '2019 q3')",0.0
5496,XRAY,2019 q3,3510,0.703355722238509,"John C. Kreger, III",0.3272582640374656,male,William Blair & Company,"('XRAY', '2019 q3')",0.0
5497,ALGN,2019 q3,3510,0.6047196081358723,Mr. Matthew O. O'Brien,0.2691247785030741,male,Piper Sandler Companies,"('ALGN', '2019 q3')",0.0
5498,BAX,2019 q3,3510,0.5739984966257088,Mr. Matthew O. O'Brien,0.30711850137788,male,Piper Sandler Companies,"('BAX', '2019 q3')",0.0
5499,COO,2019 q3,3510,0.5633751078191716,Mr. Matthew O. O'Brien,0.6360332435052736,male,Piper Sandler Companies,"('COO', '2019 q3')",0.0
5500,SYK,2019 q3,3510,0.4303292020221371,Mr. Matthew O. O'Brien,0.1796208727542961,male,Piper Sandler Companies,"('SYK', '2019 q3')",0.0
5501,TFX,2019 q3,3510,0.4631252261114503,Mr. Matthew O. O'Brien,0.2120150027362636,male,Piper Sandler Companies,"('TFX', '2019 q3')",0.0
5502,ALGN,2019 q3,3510,0.6047196081358723,Ms. Elizabeth Anderson,0.5974509948124974,female,EVERCORE ISI,"('ALGN', '2019 q3')",0.03333333507180214
5503,ANTM,2019 q3,3510,0.6045314061063156,"David H. Windley, CFA, CPA, CFA",0.5205761146900737,male,Jefferies,"('ANTM', '2019 q3')",0.005478819832205772
5504,CERN,2019 q3,3510,0.720889918512058,"David H. Windley, CFA, CPA, CFA",0.4275985152942723,male,Jefferies,"('CERN', '2019 q3')",0.0
5505,CI,2019 q3,3510,0.5411859214269414,"David H. Windley, CFA, CPA, CFA",0.3445319892714423,male,Jefferies,"('CI', '2019 q3')",0.0
5506,HUM,2019 q3,3510,0.5537584905556454,"David H. Windley, CFA, CPA, CFA",0.582742696454572,male,Jefferies,"('HUM', '2019 q3')",0.013380225747823715
5507,UNH,2019 q3,3510,0.5091745239894435,"David H. Windley, CFA, CPA, CFA",0.2685467057045679,male,Jefferies,"('UNH', '2019 q3')",0.0
5508,ANTM,2019 q3,3510,0.6045314061063156,"Frank G. Morgan, CFA",0.2101281216740617,male,RBC Capital Markets,"('ANTM', '2019 q3')",0.0
5509,CI,2019 q3,3510,0.5411859214269414,"Frank G. Morgan, CFA",0.1605391342537194,male,RBC Capital Markets,"('CI', '2019 q3')",0.0
5510,DVA,2019 q3,3510,0.5420701375007124,"Frank G. Morgan, CFA",0.1780511142697737,male,RBC Capital Markets,"('DVA', '2019 q3')",0.0
5511,HCA,2019 q3,3510,0.6534611576026719,"Frank G. Morgan, CFA",0.1872969422217666,male,RBC Capital Markets,"('HCA', '2019 q3')",0.016337303444743156
5512,HUM,2019 q3,3510,0.5537584905556454,"Frank G. Morgan, CFA",0.1522096631064414,male,RBC Capital Markets,"('HUM', '2019 q3')",0.0
5513,UHS,2019 q3,3510,0.4806151022551609,"Frank G. Morgan, CFA",0.1648969592729902,male,RBC Capital Markets,"('UHS', '2019 q3')",0.0
5514,UNH,2019 q3,3510,0.5091745239894435,"Frank G. Morgan, CFA",0.1578815381982292,male,RBC Capital Markets,"('UNH', '2019 q3')",0.0
5515,ANTM,2019 q3,3510,0.6045314061063156,David S. MacDonald,0.2103448611055072,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2019 q3')",0.0
5516,CI,2019 q3,3510,0.5411859214269414,David S. MacDonald,0.1711684150111877,male,SunTrust Robinson Humphrey Capital Markets,"('CI', '2019 q3')",0.011914646252989769
5517,CNC,2019 q3,3510,0.3753962455647261,David S. MacDonald,0.2135018817915278,male,SunTrust Robinson Humphrey Capital Markets,"('CNC', '2019 q3')",0.015024983789771795
5518,DGX,2019 q3,3510,0.573659010471218,David S. MacDonald,0.1849030018801225,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2019 q3')",0.0
5519,DVA,2019 q3,3510,0.5420701375007124,David S. MacDonald,0.1999469733157317,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2019 q3')",0.0
5520,HCA,2019 q3,3510,0.6534611576026719,David S. MacDonald,0.2544404465458201,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2019 q3')",0.0
5521,HUM,2019 q3,3510,0.5537584905556454,David S. MacDonald,0.1618425832497726,male,SunTrust Robinson Humphrey Capital Markets,"('HUM', '2019 q3')",0.0
5522,UNH,2019 q3,3510,0.5091745239894435,David S. MacDonald,0.2272944789314827,male,SunTrust Robinson Humphrey Capital Markets,"('UNH', '2019 q3')",0.0
5523,ANTM,2019 q3,3510,0.6045314061063156,"Mr. Kevin M. Fischbeck, CFA",0.6914816769473021,male,BofA Global Research,"('ANTM', '2019 q3')",0.033601660281419754
5524,CI,2019 q3,3510,0.5411859214269414,"Mr. Kevin M. Fischbeck, CFA",0.3180444290187382,male,BofA Global Research,"('CI', '2019 q3')",0.027524210512638092
5525,CNC,2019 q3,3510,0.3753962455647261,"Mr. Kevin M. Fischbeck, CFA",0.4418243256356282,male,BofA Global Research,"('CNC', '2019 q3')",0.011529713869094849
5526,DVA,2019 q3,3510,0.5420701375007124,"Mr. Kevin M. Fischbeck, CFA",0.2816154444396564,male,BofA Global Research,"('DVA', '2019 q3')",0.0
5527,HCA,2019 q3,3510,0.6534611576026719,"Mr. Kevin M. Fischbeck, CFA",0.7339643852352321,male,BofA Global Research,"('HCA', '2019 q3')",0.0
5528,HUM,2019 q3,3510,0.5537584905556454,"Mr. Kevin M. Fischbeck, CFA",0.3097940975732389,male,BofA Global Research,"('HUM', '2019 q3')",0.01666666753590107
5529,UHS,2019 q3,3510,0.4806151022551609,"Mr. Kevin M. Fischbeck, CFA",0.5762267261783272,male,BofA Global Research,"('UHS', '2019 q3')",0.009588022716343403
5530,UNH,2019 q3,3510,0.5091745239894435,"Mr. Kevin M. Fischbeck, CFA",0.3710567841005283,male,BofA Global Research,"('UNH', '2019 q3')",0.009096588008105755
5531,ANTM,2019 q3,3510,0.6045314061063156,Jake Strole,0.5638050533773075,male,"Morningstar, Inc.","('ANTM', '2019 q3')",0.004249602866669496
5532,CI,2019 q3,3510,0.5411859214269414,Jake Strole,0.6057931540372568,male,"Morningstar, Inc.","('CI', '2019 q3')",0.0
5533,CVS,2019 q3,3510,0.5945610721956383,Jake Strole,0.6506499852610597,male,"Morningstar, Inc.","('CVS', '2019 q3')",0.0
5534,DVA,2019 q3,3510,0.5420701375007124,Jake Strole,0.4776335605391905,male,"Morningstar, Inc.","('DVA', '2019 q3')",0.004967290597657363
5535,HCA,2019 q3,3510,0.6534611576026719,Jake Strole,0.8781125406489211,male,"Morningstar, Inc.","('HCA', '2019 q3')",0.0
5536,HUM,2019 q3,3510,0.5537584905556454,Jake Strole,0.555642039456509,male,"Morningstar, Inc.","('HUM', '2019 q3')",0.0
5537,STE,2019 q3,3510,0.6566069276475919,Jake Strole,0.8873642214525326,male,"Morningstar, Inc.","('STE', '2019 q3')",0.0
5538,TFX,2019 q3,3510,0.4631252261114503,Jake Strole,0.8399240190199454,male,"Morningstar, Inc.","('TFX', '2019 q3')",0.0
5539,UNH,2019 q3,3510,0.5091745239894435,Jake Strole,0.494657027038856,male,"Morningstar, Inc.","('UNH', '2019 q3')",0.0
5540,ANTM,2019 q3,3510,0.6045314061063156,Mr. Scott J. Fidel,0.4513287519679653,male,Stephens Inc.,"('ANTM', '2019 q3')",0.0
5541,CI,2019 q3,3510,0.5411859214269414,Mr. Scott J. Fidel,0.2304616213256642,male,Stephens Inc.,"('CI', '2019 q3')",0.0
5542,CNC,2019 q3,3510,0.3753962455647261,Mr. Scott J. Fidel,0.1948015687189674,male,Stephens Inc.,"('CNC', '2019 q3')",0.0
5543,HCA,2019 q3,3510,0.6534611576026719,Mr. Scott J. Fidel,0.3299096341729925,male,Stephens Inc.,"('HCA', '2019 q3')",0.0
5544,HUM,2019 q3,3510,0.5537584905556454,Mr. Scott J. Fidel,0.2959807490122328,male,Stephens Inc.,"('HUM', '2019 q3')",0.0
5545,UHS,2019 q3,3510,0.4806151022551609,Mr. Scott J. Fidel,0.2989934703786961,male,Stephens Inc.,"('UHS', '2019 q3')",0.0
5546,ANTM,2019 q3,3510,0.6045314061063156,Ms. Ricky R. Goldwasser,0.5045439540785686,female,Morgan Stanley,"('ANTM', '2019 q3')",0.0
5547,CERN,2019 q3,3510,0.720889918512058,Ms. Ricky R. Goldwasser,0.692546615373594,female,Morgan Stanley,"('CERN', '2019 q3')",0.0
5548,CNC,2019 q3,3510,0.3753962455647261,Ms. Ricky R. Goldwasser,0.1754303505251582,female,Morgan Stanley,"('CNC', '2019 q3')",0.0
5549,HUM,2019 q3,3510,0.5537584905556454,Ms. Ricky R. Goldwasser,0.2287840145847949,female,Morgan Stanley,"('HUM', '2019 q3')",0.0
5550,BAX,2019 q3,3510,0.5739984966257088,"Ms. Julie Utterback, CFA",0.7331531314511859,female,"Morningstar, Inc.","('BAX', '2019 q3')",0.0
5551,DHR,2019 q3,3510,0.5570802249424509,"Ms. Julie Utterback, CFA",0.6659037746185792,female,"Morningstar, Inc.","('DHR', '2019 q3')",0.0
5552,BAX,2019 q3,3510,0.5739984966257088,Acquisdata Research Team,0.6232147105691973,Not a person,Acquisdata,"('BAX', '2019 q3')",0.0
5553,BDX,2019 q3,3510,0.5426483449534356,"Mr. Alex Morozov, CFA",0.6861120541212268,male,"Morningstar, Inc.","('BDX', '2019 q3')",0.03333333507180214
5554,VAR,2019 q3,3510,0.7811701749125908,"Mr. Alex Morozov, CFA",0.8254800948581065,male,"Morningstar, Inc.","('VAR', '2019 q3')",0.011246452728907267
5555,BDX,2019 q3,3510,0.5426483449534356,Mr. Richard Newitter,0.3143888091312844,male,SVB Leerink,"('BDX', '2019 q3')",0.0
5556,ISRG,2019 q3,3510,0.2705658229461288,Mr. Richard Newitter,0.1756529509425302,male,SVB Leerink,"('ISRG', '2019 q3')",0.0
5557,TFX,2019 q3,3510,0.4631252261114503,Mr. Richard Newitter,0.1300048882699876,male,SVB Leerink,"('TFX', '2019 q3')",0.0
5558,ZBH,2019 q3,3510,0.592973548755619,Mr. Richard Newitter,0.1383870246215196,male,SVB Leerink,"('ZBH', '2019 q3')",0.0
5559,BDX,2019 q3,3510,0.5426483449534356,"William R. Quirk, CFA",0.3342797869457029,male,Piper Sandler Companies,"('BDX', '2019 q3')",0.0
5560,DHR,2019 q3,3510,0.5570802249424509,"William R. Quirk, CFA",0.2086414478676365,male,Piper Sandler Companies,"('DHR', '2019 q3')",0.0
5561,HOLX,2019 q3,3510,0.6492380423035135,"William R. Quirk, CFA",0.3159329976854066,male,Piper Sandler Companies,"('HOLX', '2019 q3')",0.0
5562,LH,2019 q3,3510,0.6190313894268271,"William R. Quirk, CFA",0.3791388443841254,male,Piper Sandler Companies,"('LH', '2019 q3')",0.0
5563,BSX,2019 q3,3510,0.523179771751032,David R. Lewis,0.6019698944414152,male,Morgan Stanley,"('BSX', '2019 q3')",0.0
5564,BSX,2019 q3,3510,0.523179771751032,Research Department,0.4080701385329877,Not a person,Trefis,"('BSX', '2019 q3')",0.0
5565,CERN,2019 q3,3510,0.720889918512058,Mr. Richard Close,0.3923149387993891,male,Canaccord Genuity,"('CERN', '2019 q3')",0.019035285338759422
5566,CERN,2019 q3,3510,0.720889918512058,Sean W. Wieland,0.416378969450437,male,Piper Sandler Companies,"('CERN', '2019 q3')",0.03750692307949066
5567,CERN,2019 q3,3510,0.720889918512058,SADIF Research,0.9931466994004662,Not a person,Sadif Analytics Prime,"('CERN', '2019 q3')",0.9524054527282715
5568,HCA,2019 q3,3510,0.6534611576026719,SADIF Research,0.9692306446818786,Not a person,Sadif Analytics Prime,"('HCA', '2019 q3')",0.9704284071922302
5569,HOLX,2019 q3,3510,0.6492380423035135,SADIF Research,0.9834083459080304,Not a person,Sadif Analytics Prime,"('HOLX', '2019 q3')",0.9789981245994568
5570,MDT,2019 q3,3510,0.4882704212662597,SADIF Research,0.9658106005959128,Not a person,Sadif Analytics Prime,"('MDT', '2019 q3')",0.9586603045463562
5571,STE,2019 q3,3510,0.6566069276475919,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('STE', '2019 q3')",0.9704704880714417
5572,XRAY,2019 q3,3510,0.703355722238509,SADIF Research,0.9958916787704284,Not a person,Sadif Analytics Prime,"('XRAY', '2019 q3')",0.9696106910705566
5573,CI,2019 q3,3510,0.5411859214269414,Mr. A.J. Rice,0.3470452070930827,male,Credit Suisse,"('CI', '2019 q3')",0.0
5574,CNC,2019 q3,3510,0.3753962455647261,Mr. A.J. Rice,0.2830816676510148,male,Credit Suisse,"('CNC', '2019 q3')",0.0
5575,HCA,2019 q3,3510,0.6534611576026719,Mr. A.J. Rice,0.2926798001239072,male,Credit Suisse,"('HCA', '2019 q3')",0.0
5576,UHS,2019 q3,3510,0.4806151022551609,Mr. A.J. Rice,0.1627458759011406,male,Credit Suisse,"('UHS', '2019 q3')",0.0
5577,UNH,2019 q3,3510,0.5091745239894435,Mr. A.J. Rice,0.3699429940808491,male,Credit Suisse,"('UNH', '2019 q3')",0.0
5578,CI,2019 q3,3510,0.5411859214269414,Michael D. Wiederhorn,0.2359062750138793,male,"Oppenheimer & Co., Inc.","('CI', '2019 q3')",0.0
5579,CNC,2019 q3,3510,0.3753962455647261,Michael D. Wiederhorn,0.1960915091660771,male,"Oppenheimer & Co., Inc.","('CNC', '2019 q3')",0.0
5580,CVS,2019 q3,3510,0.5945610721956383,Michael D. Wiederhorn,0.3240714119510261,male,"Oppenheimer & Co., Inc.","('CVS', '2019 q3')",0.0
5581,HCA,2019 q3,3510,0.6534611576026719,Michael D. Wiederhorn,0.1903266534879333,male,"Oppenheimer & Co., Inc.","('HCA', '2019 q3')",0.0
5582,HUM,2019 q3,3510,0.5537584905556454,Michael D. Wiederhorn,0.1586748813272642,male,"Oppenheimer & Co., Inc.","('HUM', '2019 q3')",0.0845465138554573
5583,UNH,2019 q3,3510,0.5091745239894435,Michael D. Wiederhorn,0.2114602056776481,male,"Oppenheimer & Co., Inc.","('UNH', '2019 q3')",0.0
5584,COO,2019 q3,3510,0.5633751078191716,Mr. Dave Keiser,0.3162370331263677,male,Northcoast Research,"('COO', '2019 q3')",0.010108337737619877
5585,STE,2019 q3,3510,0.6566069276475919,Mr. Dave Keiser,0.3216404613856196,male,Northcoast Research,"('STE', '2019 q3')",0.0
5586,SYK,2019 q3,3510,0.4303292020221371,Mr. Dave Keiser,0.106310158879632,male,Northcoast Research,"('SYK', '2019 q3')",0.014285890385508537
5587,ZBH,2019 q3,3510,0.592973548755619,Mr. Dave Keiser,0.3578790298354393,male,Northcoast Research,"('ZBH', '2019 q3')",0.02275561448186636
5588,COO,2019 q3,3510,0.5633751078191716,Steven M. Lichtman,0.266400373940574,male,"Oppenheimer & Co., Inc.","('COO', '2019 q3')",0.0
5589,DXCM,2019 q3,3510,0.5357912046245843,Steven M. Lichtman,0.1899767437213725,male,"Oppenheimer & Co., Inc.","('DXCM', '2019 q3')",0.0
5590,MDT,2019 q3,3510,0.4882704212662597,Steven M. Lichtman,0.1361277137333575,male,"Oppenheimer & Co., Inc.","('MDT', '2019 q3')",0.0
5591,SYK,2019 q3,3510,0.4303292020221371,Steven M. Lichtman,0.083869797203034,male,"Oppenheimer & Co., Inc.","('SYK', '2019 q3')",0.0
5592,ZBH,2019 q3,3510,0.592973548755619,Steven M. Lichtman,0.1620032695213608,male,"Oppenheimer & Co., Inc.","('ZBH', '2019 q3')",0.0
5593,CVS,2019 q3,3510,0.5945610721956383,Justin Lake,0.3649180517448635,male,Wolfe Research,"('CVS', '2019 q3')",0.0
5594,DVA,2019 q3,3510,0.5420701375007124,Justin Lake,0.304015739750858,male,Wolfe Research,"('DVA', '2019 q3')",0.0
5595,HCA,2019 q3,3510,0.6534611576026719,Justin Lake,0.351574520614358,male,Wolfe Research,"('HCA', '2019 q3')",0.0
5596,UHS,2019 q3,3510,0.4806151022551609,Justin Lake,0.2308715630372402,male,Wolfe Research,"('UHS', '2019 q3')",0.0
5597,DGX,2019 q3,3510,0.573659010471218,"Mr. Ryan S. Daniels, CFA",0.2398142264044555,male,William Blair & Company,"('DGX', '2019 q3')",0.0
5598,DVA,2019 q3,3510,0.5420701375007124,"Mr. Ryan S. Daniels, CFA",0.2373539573622118,male,William Blair & Company,"('DVA', '2019 q3')",0.0
5599,LH,2019 q3,3510,0.6190313894268271,"Mr. Ryan S. Daniels, CFA",0.35562551393085,male,William Blair & Company,"('LH', '2019 q3')",0.0
5600,DGX,2019 q3,3510,0.573659010471218,Derik De Bruin,0.5149699773382564,male,BofA Global Research,"('DGX', '2019 q3')",0.0
5601,DHR,2019 q3,3510,0.5570802249424509,Derik De Bruin,0.33463628782175,male,BofA Global Research,"('DHR', '2019 q3')",0.01666666753590107
5602,HOLX,2019 q3,3510,0.6492380423035135,Derik De Bruin,0.3353040583146059,male,BofA Global Research,"('HOLX', '2019 q3')",0.0
5603,LH,2019 q3,3510,0.6190313894268271,Derik De Bruin,0.5047008197795971,male,BofA Global Research,"('LH', '2019 q3')",0.03333333507180214
5604,DGX,2019 q3,3510,0.573659010471218,"Mr. Jack Meehan, CFA",0.1777491169329711,male,Barclays,"('DGX', '2019 q3')",0.0
5605,HOLX,2019 q3,3510,0.6492380423035135,"Mr. Jack Meehan, CFA",0.2115869510273877,male,Barclays,"('HOLX', '2019 q3')",0.0
5606,DGX,2019 q3,3510,0.573659010471218,Mr. Brian Tanquilut,0.4229857237294006,male,Jefferies,"('DGX', '2019 q3')",0.0
5607,LH,2019 q3,3510,0.6190313894268271,Mr. Brian Tanquilut,0.473212826842553,male,Jefferies,"('LH', '2019 q3')",0.0
5608,DGX,2019 q3,3510,0.573659010471218,Mr. Mark A. Massaro,0.186219556834524,male,Canaccord Genuity,"('DGX', '2019 q3')",0.012531384825706482
5609,HOLX,2019 q3,3510,0.6492380423035135,Mr. Mark A. Massaro,0.2673441716911284,male,Canaccord Genuity,"('HOLX', '2019 q3')",0.0
5610,IDXX,2019 q3,3510,0.6269536936656658,Mr. Mark A. Massaro,0.2969126209079107,male,Canaccord Genuity,"('IDXX', '2019 q3')",0.025654276832938194
5611,DGX,2019 q3,3510,0.573659010471218,Kevin Ellich,0.383277123542738,male,Craig Hallum,"('DGX', '2019 q3')",0.0
5612,HSIC,2019 q3,3510,0.6429905248685586,Kevin Ellich,0.3782868070704188,male,Craig Hallum,"('HSIC', '2019 q3')",0.0
5613,LH,2019 q3,3510,0.6190313894268271,Kevin Ellich,0.3011703120934365,male,Craig Hallum,"('LH', '2019 q3')",0.0
5614,DGX,2019 q3,3510,0.573659010471218,Mr. Dan Leonard,0.5138928599548572,male,Deutsche Bank,"('DGX', '2019 q3')",0.0
5615,DHR,2019 q3,3510,0.5570802249424509,Mr. Dan Leonard,0.3535971999394785,male,Deutsche Bank,"('DHR', '2019 q3')",0.0
5616,HOLX,2019 q3,3510,0.6492380423035135,Mr. Dan Leonard,0.400374358280007,male,Deutsche Bank,"('HOLX', '2019 q3')",0.0
5617,DHR,2019 q3,3510,0.5570802249424509,"Mr. Deane Dray, CFA",0.1486835415737238,male,RBC Capital Markets,"('DHR', '2019 q3')",0.0
5618,DHR,2019 q3,3510,0.5570802249424509,Mr. Brandon Couillard,0.5347291333514564,male,Jefferies,"('DHR', '2019 q3')",0.0
5619,DHR,2019 q3,3510,0.5570802249424509,"Brian P. Drab, CFA",0.3217093483028274,male,William Blair & Company,"('DHR', '2019 q3')",0.0
5620,DHR,2019 q3,3510,0.5570802249424509,"Mr. Paul R. Knight, CFA",0.2248842649461577,male,Janney Montgomery Scott LLC,"('DHR', '2019 q3')",0.0
5621,DVA,2019 q3,3510,0.5420701375007124,Mr. Patrick Feeley,0.5589727118406033,male,Barclays,"('DVA', '2019 q3')",0.0
5622,DVA,2019 q3,3510,0.5420701375007124,Pito Chickering,0.8314204179456398,male,Deutsche Bank,"('DVA', '2019 q3')",0.0
5623,EW,2019 q3,3510,0.5249787608824193,Pito Chickering,0.7984327042736348,male,Deutsche Bank,"('EW', '2019 q3')",0.0
5624,MDT,2019 q3,3510,0.4882704212662597,Pito Chickering,0.1658026861114081,male,Deutsche Bank,"('MDT', '2019 q3')",0.005155997350811958
5625,SYK,2019 q3,3510,0.4303292020221371,Pito Chickering,0.7878006433246919,male,Deutsche Bank,"('SYK', '2019 q3')",0.0
5626,UHS,2019 q3,3510,0.4806151022551609,Pito Chickering,0.8714925898563125,male,Deutsche Bank,"('UHS', '2019 q3')",0.0
5627,ZBH,2019 q3,3510,0.592973548755619,Pito Chickering,0.8355889180001697,male,Deutsche Bank,"('ZBH', '2019 q3')",0.0
5628,DXCM,2019 q3,3510,0.5357912046245843,"Christopher C. Cooley, CFA",0.3824594702399784,male,Stephens Inc.,"('DXCM', '2019 q3')",0.0
5629,STE,2019 q3,3510,0.6566069276475919,"Christopher C. Cooley, CFA",0.3746852499861102,male,Stephens Inc.,"('STE', '2019 q3')",0.0
5630,TFX,2019 q3,3510,0.4631252261114503,"Christopher C. Cooley, CFA",0.195838641167385,male,Stephens Inc.,"('TFX', '2019 q3')",0.0
5631,XRAY,2019 q3,3510,0.703355722238509,"Christopher C. Cooley, CFA",0.3195592110918249,male,Stephens Inc.,"('XRAY', '2019 q3')",0.0
5632,DXCM,2019 q3,3510,0.5357912046245843,Mr. Kyle W. Rose,0.1453833662934134,male,Canaccord Genuity,"('DXCM', '2019 q3')",0.039994120597839355
5633,SYK,2019 q3,3510,0.4303292020221371,Mr. Kyle W. Rose,0.0812871184707476,male,Canaccord Genuity,"('SYK', '2019 q3')",0.02200421690940857
5634,ZBH,2019 q3,3510,0.592973548755619,Mr. Kyle W. Rose,0.1862743819661582,male,Canaccord Genuity,"('ZBH', '2019 q3')",0.04935682192444801
5635,DXCM,2019 q3,3510,0.5357912046245843,Travis Steed,0.2884456226191564,male,BofA Global Research,"('DXCM', '2019 q3')",0.0
5636,DXCM,2019 q3,3510,0.5357912046245843,J.P. McKim,0.2647366691933428,male,Piper Sandler Companies,"('DXCM', '2019 q3')",0.0
5637,ISRG,2019 q3,3510,0.2705658229461288,J.P. McKim,0.161510832246022,male,Piper Sandler Companies,"('ISRG', '2019 q3')",0.0
5638,DXCM,2019 q3,3510,0.5357912046245843,Mr. Douglas A. Schenkel,0.6749102172265805,male,Cowen and Company,"('DXCM', '2019 q3')",0.0
5639,EW,2019 q3,3510,0.5249787608824193,Mr. Ed Ridley-Day,0.7368242886501963,male,Redburn (Europe) Limited,"('EW', '2019 q3')",0.21656210720539093
5640,MDT,2019 q3,3510,0.4882704212662597,Mr. Ed Ridley-Day,0.6806042475078233,male,Redburn (Europe) Limited,"('MDT', '2019 q3')",0.03333333507180214
5641,EW,2019 q3,3510,0.5249787608824193,Mr. Jason R. Mills,0.5216920813664013,male,Canaccord Genuity,"('EW', '2019 q3')",0.03333333507180214
5642,ISRG,2019 q3,3510,0.2705658229461288,Mr. Jason R. Mills,0.0855739784408351,male,Canaccord Genuity,"('ISRG', '2019 q3')",0.02093910425901413
5643,EW,2019 q3,3510,0.5249787608824193,"Mr. Suraj Kalia, CFA",0.2062683328263226,male,Northland Securities,"('EW', '2019 q3')",0.0
5644,HCA,2019 q3,3510,0.6534611576026719,Mr. Zachary Sopcak,0.3814856653834159,male,Morgan Stanley,"('HCA', '2019 q3')",0.0
5645,HCA,2019 q3,3510,0.6534611576026719,Peter H. Costa,0.5604153027897192,male,"Wells Fargo Securities, LLC","('HCA', '2019 q3')",0.03333333507180214
5646,HCA,2019 q3,3510,0.6534611576026719,Michael Newshel,0.5604153027897192,male,EVERCORE ISI,"('HCA', '2019 q3')",0.03333333507180214
5647,HUM,2019 q3,3510,0.5537584905556454,Michael Newshel,0.606707778473893,male,EVERCORE ISI,"('HUM', '2019 q3')",0.03232675418257713
5648,HOLX,2019 q3,3510,0.6492380423035135,Ms. Ivy Ma,0.4966689063382747,female,BofA Global Research,"('HOLX', '2019 q3')",0.0
5649,HSIC,2019 q3,3510,0.6429905248685586,Mr. Kevin Kedra,0.4969168807515111,male,Gabelli & Company,"('HSIC', '2019 q3')",0.0
5650,HUM,2019 q3,3510,0.5537584905556454,Ms. Sarah E. James,0.4339573090959859,female,Piper Sandler Companies,"('HUM', '2019 q3')",0.0
5651,UHS,2019 q3,3510,0.4806151022551609,Ms. Sarah E. James,0.2466548109097575,female,Piper Sandler Companies,"('UHS', '2019 q3')",0.0
5652,IDXX,2019 q3,3510,0.6269536936656658,Mr. David M. Westenberg,0.4411803519142701,male,Guggenheim Securities LLC,"('IDXX', '2019 q3')",0.03617073968052864
5653,MDT,2019 q3,3510,0.4882704212662597,Mr. Robert Marcus,0.3893850256788125,male,JPMorgan,"('MDT', '2019 q3')",0.0
5654,MDT,2019 q3,3510,0.4882704212662597,Joanne K. Wuensch,0.0993544415639887,female,BMO Capital Markets,"('MDT', '2019 q3')",0.0
5655,MDT,2019 q3,3510,0.4882704212662597,"Mr. Matthew C. Taylor, CFA",0.3530258976527003,male,UBS Equities,"('MDT', '2019 q3')",0.025604689493775368
5656,RMD,2019 q3,3510,0.5211689434308522,Australia Wilson Htm Limited,0.2557268632339094,Not a person,"Auerbach Grayson & Co., Inc.","('RMD', '2019 q3')",0.021127747371792793
5657,RMD,2019 q3,3510,0.5211689434308522,Ms. Nicolette Quinn,0.6717135215421912,female,"Morningstar, Inc.","('RMD', '2019 q3')",0.014651731277505558
5658,RMD,2019 q3,3510,0.5211689434308522,"Anthony C. Petrone, CFA, CFA",0.3007508309824738,male,Jefferies,"('RMD', '2019 q3')",0.0
5659,RMD,2019 q3,3510,0.5211689434308522,Mr. Sean M. Laaman,0.2934980134689502,male,Morgan Stanley,"('RMD', '2019 q3')",0.04939959943294525
5660,RMD,2019 q3,3510,0.5211689434308522,Ms. Gretel Janu,0.4751353140183293,female,Credit Suisse,"('RMD', '2019 q3')",0.01068679615855217
5661,STE,2019 q3,3510,0.6566069276475919,"Elliott L. Schlang, CFA",0.3485976782614945,male,Great Lakes/Wellington Shields,"('STE', '2019 q3')",0.0
5662,XRAY,2019 q3,3510,0.703355722238509,"Elliott L. Schlang, CFA",0.3145123132002873,male,Great Lakes/Wellington Shields,"('XRAY', '2019 q3')",0.0
5663,STE,2019 q3,3510,0.6566069276475919,Mr. David Turkaly,0.4184456375013664,male,JMP Securities,"('STE', '2019 q3')",0.0
5664,SYK,2019 q3,3510,0.4303292020221371,Mr. David Turkaly,0.2034245729144361,male,JMP Securities,"('SYK', '2019 q3')",0.0
5665,TFX,2019 q3,3510,0.4631252261114503,Mr. David Turkaly,0.2410088479179876,male,JMP Securities,"('TFX', '2019 q3')",0.011481060646474361
5666,ZBH,2019 q3,3510,0.592973548755619,Mr. David Turkaly,0.4668517132791734,male,JMP Securities,"('ZBH', '2019 q3')",0.0
5667,SYK,2019 q3,3510,0.4303292020221371,Ryan Zimmerman,0.0612685938744821,male,BTIG,"('SYK', '2019 q3')",0.0
5668,VAR,2019 q3,3510,0.7811701749125908,"Mr. Michael J. Petusky, CFA",0.775672447217093,male,Barrington Research Associates,"('VAR', '2019 q3')",0.0
5669,XRAY,2019 q3,3510,0.703355722238509,"Mr. Yi Chen, PHD",0.7406901634688265,male,"H.C. Wainwright & Co., LLC","('XRAY', '2019 q3')",0.0
5670,ABC,2019 q4,3510,0.7947120682833426,Mr. Glen J. Santangelo,0.705908042208785,male,Guggenheim Securities LLC,"('ABC', '2019 q4')",0.01958330161869526
5671,ALGN,2019 q4,3510,0.6023009088324554,Mr. Glen J. Santangelo,0.3931182737365135,male,Guggenheim Securities LLC,"('ALGN', '2019 q4')",0.019672156311571598
5672,CAH,2019 q4,3510,0.7455786423773019,Mr. Glen J. Santangelo,0.5657518530119827,male,Guggenheim Securities LLC,"('CAH', '2019 q4')",0.013221090659499168
5673,MCK,2019 q4,3510,0.0,Mr. Glen J. Santangelo,,male,Guggenheim Securities LLC,"('MCK', '2019 q4')",0.0
5674,XRAY,2019 q4,3510,0.6879356386290665,Mr. Glen J. Santangelo,0.3844403466689698,male,Guggenheim Securities LLC,"('XRAY', '2019 q4')",0.0
5675,ABC,2019 q4,3510,0.7947120682833426,Colin Scarola,0.6597139377226724,male,CFRA Equity Research,"('ABC', '2019 q4')",0.0
5676,ANTM,2019 q4,3510,0.6580251839486442,Colin Scarola,0.5129749262589551,male,CFRA Equity Research,"('ANTM', '2019 q4')",0.0
5677,CAH,2019 q4,3510,0.7455786423773019,Colin Scarola,0.635649445817238,male,CFRA Equity Research,"('CAH', '2019 q4')",0.0
5678,CI,2019 q4,3510,0.6681813726654333,Colin Scarola,0.6068386885363997,male,CFRA Equity Research,"('CI', '2019 q4')",0.0
5679,CNC,2019 q4,3510,0.4317404618140911,Colin Scarola,0.5079434163311065,male,CFRA Equity Research,"('CNC', '2019 q4')",0.0
5680,HSIC,2019 q4,3510,0.6895013136263206,Colin Scarola,0.7630178087911096,male,CFRA Equity Research,"('HSIC', '2019 q4')",0.0
5681,HUM,2019 q4,3510,0.5798345577501669,Colin Scarola,0.4505249408531997,male,CFRA Equity Research,"('HUM', '2019 q4')",0.0
5682,UNH,2019 q4,3510,0.5041501571980074,Colin Scarola,0.4777925112683199,male,CFRA Equity Research,"('UNH', '2019 q4')",0.0
5683,ABC,2019 q4,3510,0.7947120682833426,Ms. Soo Romanoff,0.7486328909995941,female,"Morningstar, Inc.","('ABC', '2019 q4')",0.0
5684,CAH,2019 q4,3510,0.7455786423773019,Ms. Soo Romanoff,0.6554719885321528,female,"Morningstar, Inc.","('CAH', '2019 q4')",0.0
5685,CERN,2019 q4,3510,0.5797091840788876,Ms. Soo Romanoff,0.7042425822437477,female,"Morningstar, Inc.","('CERN', '2019 q4')",0.0
5686,HSIC,2019 q4,3510,0.6895013136263206,Ms. Soo Romanoff,0.8008169959496462,female,"Morningstar, Inc.","('HSIC', '2019 q4')",0.0
5687,ABC,2019 q4,3510,0.7947120682833426,Mr. Charles Rhyee,0.4964378065021307,male,Cowen and Company,"('ABC', '2019 q4')",0.0
5688,ANTM,2019 q4,3510,0.6580251839486442,Mr. Charles Rhyee,0.1747121782538157,male,Cowen and Company,"('ANTM', '2019 q4')",0.0
5689,CAH,2019 q4,3510,0.7455786423773019,Mr. Charles Rhyee,0.6174075907615381,male,Cowen and Company,"('CAH', '2019 q4')",0.0
5690,CERN,2019 q4,3510,0.5797091840788876,Mr. Charles Rhyee,0.1627454411167387,male,Cowen and Company,"('CERN', '2019 q4')",0.0
5691,CI,2019 q4,3510,0.6681813726654333,Mr. Charles Rhyee,0.3684040458906171,male,Cowen and Company,"('CI', '2019 q4')",0.0
5692,CNC,2019 q4,3510,0.4317404618140911,Mr. Charles Rhyee,0.1468359766978903,male,Cowen and Company,"('CNC', '2019 q4')",0.0
5693,CVS,2019 q4,3510,0.5559753522148785,Mr. Charles Rhyee,0.1942394471878412,male,Cowen and Company,"('CVS', '2019 q4')",0.0
5694,HUM,2019 q4,3510,0.5798345577501669,Mr. Charles Rhyee,0.1530514821429229,male,Cowen and Company,"('HUM', '2019 q4')",0.0
5695,UNH,2019 q4,3510,0.5041501571980074,Mr. Charles Rhyee,0.10989252495227,male,Cowen and Company,"('UNH', '2019 q4')",0.010134551674127579
5696,ABC,2019 q4,3510,0.7947120682833426,Ms. Elizabeth Anderson,0.616444979229916,female,EVERCORE ISI,"('ABC', '2019 q4')",0.03333333507180214
5697,ALGN,2019 q4,3510,0.6023009088324554,Ms. Elizabeth Anderson,0.2824923779228014,female,EVERCORE ISI,"('ALGN', '2019 q4')",0.0
5698,CAH,2019 q4,3510,0.7455786423773019,Ms. Elizabeth Anderson,0.5161585598385463,female,EVERCORE ISI,"('CAH', '2019 q4')",0.0
5699,HSIC,2019 q4,3510,0.6895013136263206,Ms. Elizabeth Anderson,0.5550372167158197,female,EVERCORE ISI,"('HSIC', '2019 q4')",0.03333333507180214
5700,ABC,2019 q4,3510,0.7947120682833426,Mr. Michael A. Cherny,0.4344062787723923,male,BofA Global Research,"('ABC', '2019 q4')",0.0
5701,CAH,2019 q4,3510,0.7455786423773019,Mr. Michael A. Cherny,0.6035851674111827,male,BofA Global Research,"('CAH', '2019 q4')",0.03333333507180214
5702,CERN,2019 q4,3510,0.5797091840788876,Mr. Michael A. Cherny,0.3761886467947234,male,BofA Global Research,"('CERN', '2019 q4')",0.0
5703,CVS,2019 q4,3510,0.5559753522148785,Mr. Michael A. Cherny,0.1523814290930324,male,BofA Global Research,"('CVS', '2019 q4')",0.0
5704,HSIC,2019 q4,3510,0.6895013136263206,Mr. Michael A. Cherny,0.3704509133165977,male,BofA Global Research,"('HSIC', '2019 q4')",0.016706688329577446
5705,XRAY,2019 q4,3510,0.6879356386290665,Mr. Michael A. Cherny,0.4245907860342365,male,BofA Global Research,"('XRAY', '2019 q4')",0.029686863534152508
5706,ABC,2019 q4,3510,0.7947120682833426,George R. Hill,0.9243963557355528,male,Deutsche Bank,"('ABC', '2019 q4')",0.0
5707,ANTM,2019 q4,3510,0.6580251839486442,George R. Hill,0.9481649734523332,male,Deutsche Bank,"('ANTM', '2019 q4')",0.0
5708,CAH,2019 q4,3510,0.7455786423773019,George R. Hill,0.9382697843732468,male,Deutsche Bank,"('CAH', '2019 q4')",0.0
5709,CERN,2019 q4,3510,0.5797091840788876,George R. Hill,0.8934761832285599,male,Deutsche Bank,"('CERN', '2019 q4')",0.0
5710,CI,2019 q4,3510,0.6681813726654333,George R. Hill,0.9572866253244228,male,Deutsche Bank,"('CI', '2019 q4')",0.0
5711,CNC,2019 q4,3510,0.4317404618140911,George R. Hill,0.9570640799572194,male,Deutsche Bank,"('CNC', '2019 q4')",0.005040400195866823
5712,CVS,2019 q4,3510,0.5559753522148785,George R. Hill,0.9334847541648976,male,Deutsche Bank,"('CVS', '2019 q4')",0.0
5713,HUM,2019 q4,3510,0.5798345577501669,George R. Hill,0.6566867101407348,male,Deutsche Bank,"('HUM', '2019 q4')",0.03333333507180214
5714,UNH,2019 q4,3510,0.5041501571980074,George R. Hill,0.9409400425580756,male,Deutsche Bank,"('UNH', '2019 q4')",0.0
5715,ABC,2019 q4,3510,0.7947120682833426,SADIF Research,0.9717265862869522,Not a person,Sadif Analytics Prime,"('ABC', '2019 q4')",0.9779833555221558
5716,BDX,2019 q4,3510,0.7576586393095636,SADIF Research,0.9711905186170912,Not a person,Sadif Analytics Prime,"('BDX', '2019 q4')",0.9780651330947876
5717,HCA,2019 q4,3510,0.5971286097957331,SADIF Research,0.9710678068430432,Not a person,Sadif Analytics Prime,"('HCA', '2019 q4')",0.9700313210487366
5718,HOLX,2019 q4,3510,0.6940418152925625,SADIF Research,0.9995316427393414,Not a person,Sadif Analytics Prime,"('HOLX', '2019 q4')",0.9555972218513489
5719,IDXX,2019 q4,3510,0.8114671384881968,SADIF Research,0.9657454197925684,Not a person,Sadif Analytics Prime,"('IDXX', '2019 q4')",0.9685291647911072
5720,MDT,2019 q4,3510,0.4565013634639979,SADIF Research,0.975158774280776,Not a person,Sadif Analytics Prime,"('MDT', '2019 q4')",0.9585737586021423
5721,RMD,2019 q4,3510,0.6304870549017686,SADIF Research,0.966772579979211,Not a person,Sadif Analytics Prime,"('RMD', '2019 q4')",0.9758911728858948
5722,STE,2019 q4,3510,0.8097572062627976,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('STE', '2019 q4')",0.9750890731811523
5723,SYK,2019 q4,3510,0.6371018700709132,SADIF Research,0.9714979744752632,Not a person,Sadif Analytics Prime,"('SYK', '2019 q4')",0.9511018395423889
5724,UHS,2019 q4,3510,0.6324043854040131,SADIF Research,0.9749743343642836,Not a person,Sadif Analytics Prime,"('UHS', '2019 q4')",0.9487820863723755
5725,ABC,2019 q4,3510,0.7947120682833426,Ms. Erin E. Wright,0.6256845330378465,female,Credit Suisse,"('ABC', '2019 q4')",0.0
5726,ALGN,2019 q4,3510,0.6023009088324554,Ms. Erin E. Wright,0.5146479805935882,female,Credit Suisse,"('ALGN', '2019 q4')",0.0
5727,DGX,2019 q4,3510,0.7109867998490482,Ms. Erin E. Wright,0.7107117254753537,female,Credit Suisse,"('DGX', '2019 q4')",0.02096761390566826
5728,DHR,2019 q4,3510,0.6629051782290015,Ms. Erin E. Wright,0.3918131048185651,female,Credit Suisse,"('DHR', '2019 q4')",0.0
5729,HSIC,2019 q4,3510,0.6895013136263206,Ms. Erin E. Wright,0.5354274588671223,female,Credit Suisse,"('HSIC', '2019 q4')",0.03079654648900032
5730,ABC,2019 q4,3510,0.7947120682833426,Stephen Baxter,0.5234345335138475,male,Wolfe Research,"('ABC', '2019 q4')",0.0
5731,DGX,2019 q4,3510,0.7109867998490482,Stephen Baxter,0.4775241913834145,male,Wolfe Research,"('DGX', '2019 q4')",0.0
5732,LH,2019 q4,3510,0.6408504386571203,Stephen Baxter,0.457661058500428,male,Wolfe Research,"('LH', '2019 q4')",0.0
5733,ABT,2019 q4,3510,0.4128489147530375,"Kevin Huang, CFA",0.506585784117642,male,CFRA Equity Research,"('ABT', '2019 q4')",0.0
5734,ALGN,2019 q4,3510,0.6023009088324554,"Kevin Huang, CFA",0.7526398218628614,male,CFRA Equity Research,"('ALGN', '2019 q4')",0.0
5735,BAX,2019 q4,3510,0.5207410950407727,"Kevin Huang, CFA",0.6819571236046378,male,CFRA Equity Research,"('BAX', '2019 q4')",0.0
5736,BDX,2019 q4,3510,0.7576586393095636,"Kevin Huang, CFA",0.7177387656034846,male,CFRA Equity Research,"('BDX', '2019 q4')",0.0
5737,BSX,2019 q4,3510,0.6536310604646154,"Kevin Huang, CFA",0.5866227879713667,male,CFRA Equity Research,"('BSX', '2019 q4')",0.0
5738,CERN,2019 q4,3510,0.5797091840788876,"Kevin Huang, CFA",0.6694315769817742,male,CFRA Equity Research,"('CERN', '2019 q4')",0.0
5739,COO,2019 q4,3510,0.5254388584326306,"Kevin Huang, CFA",0.7392210137983407,male,CFRA Equity Research,"('COO', '2019 q4')",0.0
5740,CVS,2019 q4,3510,0.5559753522148785,"Kevin Huang, CFA",0.6201729305501938,male,CFRA Equity Research,"('CVS', '2019 q4')",0.0
5741,DGX,2019 q4,3510,0.7109867998490482,"Kevin Huang, CFA",0.691616937786589,male,CFRA Equity Research,"('DGX', '2019 q4')",0.0
5742,DHR,2019 q4,3510,0.6629051782290015,"Kevin Huang, CFA",0.6999953904852558,male,CFRA Equity Research,"('DHR', '2019 q4')",0.0
5743,DVA,2019 q4,3510,0.6858774364317535,"Kevin Huang, CFA",0.6930198675473322,male,CFRA Equity Research,"('DVA', '2019 q4')",0.0
5744,DXCM,2019 q4,3510,0.4220912799678169,"Kevin Huang, CFA",0.5759386736096812,male,CFRA Equity Research,"('DXCM', '2019 q4')",0.0
5745,EW,2019 q4,3510,0.4484253872739279,"Kevin Huang, CFA",0.4858367136121241,male,CFRA Equity Research,"('EW', '2019 q4')",0.0
5746,HCA,2019 q4,3510,0.5971286097957331,"Kevin Huang, CFA",0.6705488664335911,male,CFRA Equity Research,"('HCA', '2019 q4')",0.0
5747,HOLX,2019 q4,3510,0.6940418152925625,"Kevin Huang, CFA",0.8126191019531198,male,CFRA Equity Research,"('HOLX', '2019 q4')",0.0
5748,IDXX,2019 q4,3510,0.8114671384881968,"Kevin Huang, CFA",0.7594621992536714,male,CFRA Equity Research,"('IDXX', '2019 q4')",0.0
5749,ISRG,2019 q4,3510,0.656646555209883,"Kevin Huang, CFA",0.6601408518964726,male,CFRA Equity Research,"('ISRG', '2019 q4')",0.0
5750,LH,2019 q4,3510,0.6408504386571203,"Kevin Huang, CFA",0.7346924290660666,male,CFRA Equity Research,"('LH', '2019 q4')",0.0
5751,MDT,2019 q4,3510,0.4565013634639979,"Kevin Huang, CFA",0.4130007806095782,male,CFRA Equity Research,"('MDT', '2019 q4')",0.0
5752,RMD,2019 q4,3510,0.6304870549017686,"Kevin Huang, CFA",0.5949622774826812,male,CFRA Equity Research,"('RMD', '2019 q4')",0.0
5753,SYK,2019 q4,3510,0.6371018700709132,"Kevin Huang, CFA",0.6571768237844967,male,CFRA Equity Research,"('SYK', '2019 q4')",0.0
5754,TFX,2019 q4,3510,0.4230047282067678,"Kevin Huang, CFA",0.7442813909635326,male,CFRA Equity Research,"('TFX', '2019 q4')",0.0
5755,UHS,2019 q4,3510,0.6324043854040131,"Kevin Huang, CFA",0.6365033446462792,male,CFRA Equity Research,"('UHS', '2019 q4')",0.0
5756,VAR,2019 q4,3510,0.8407543628606939,"Kevin Huang, CFA",0.843428309044591,male,CFRA Equity Research,"('VAR', '2019 q4')",0.0
5757,XRAY,2019 q4,3510,0.6879356386290665,"Kevin Huang, CFA",0.8222632054706753,male,CFRA Equity Research,"('XRAY', '2019 q4')",0.0
5758,ZBH,2019 q4,3510,0.4857610706111313,"Kevin Huang, CFA",0.7151346079635291,male,CFRA Equity Research,"('ZBH', '2019 q4')",0.0
5759,ABT,2019 q4,3510,0.4128489147530375,Ms. Debbie S. Wang,0.706079236870952,female,"Morningstar, Inc.","('ABT', '2019 q4')",0.0
5760,BSX,2019 q4,3510,0.6536310604646154,Ms. Debbie S. Wang,0.6159049122055632,female,"Morningstar, Inc.","('BSX', '2019 q4')",0.0
5761,DGX,2019 q4,3510,0.7109867998490482,Ms. Debbie S. Wang,0.8476824622452236,female,"Morningstar, Inc.","('DGX', '2019 q4')",0.0
5762,DXCM,2019 q4,3510,0.4220912799678169,Ms. Debbie S. Wang,0.5732363547163185,female,"Morningstar, Inc.","('DXCM', '2019 q4')",0.0
5763,EW,2019 q4,3510,0.4484253872739279,Ms. Debbie S. Wang,0.6457636843121222,female,"Morningstar, Inc.","('EW', '2019 q4')",0.01180240698158741
5764,HOLX,2019 q4,3510,0.6940418152925625,Ms. Debbie S. Wang,0.854176436698135,female,"Morningstar, Inc.","('HOLX', '2019 q4')",0.0
5765,IDXX,2019 q4,3510,0.8114671384881968,Ms. Debbie S. Wang,0.7985030707621461,female,"Morningstar, Inc.","('IDXX', '2019 q4')",0.0
5766,LH,2019 q4,3510,0.6408504386571203,Ms. Debbie S. Wang,0.8919000882115636,female,"Morningstar, Inc.","('LH', '2019 q4')",0.0
5767,MDT,2019 q4,3510,0.4565013634639979,Ms. Debbie S. Wang,0.7831851917363752,female,"Morningstar, Inc.","('MDT', '2019 q4')",0.0
5768,SYK,2019 q4,3510,0.6371018700709132,Ms. Debbie S. Wang,0.7471055756463798,female,"Morningstar, Inc.","('SYK', '2019 q4')",0.0
5769,ZBH,2019 q4,3510,0.4857610706111313,Ms. Debbie S. Wang,0.766674025931762,female,"Morningstar, Inc.","('ZBH', '2019 q4')",0.0
5770,ABT,2019 q4,3510,0.4128489147530375,Ms. Danielle J. Antalffy,0.1093291291566795,female,SVB Leerink,"('ABT', '2019 q4')",0.0
5771,BAX,2019 q4,3510,0.5207410950407727,Ms. Danielle J. Antalffy,0.2124120583697652,female,SVB Leerink,"('BAX', '2019 q4')",0.0
5772,DXCM,2019 q4,3510,0.4220912799678169,Ms. Danielle J. Antalffy,0.1561691752824525,female,SVB Leerink,"('DXCM', '2019 q4')",0.015678349882364273
5773,EW,2019 q4,3510,0.4484253872739279,Ms. Danielle J. Antalffy,0.3353476144717554,female,SVB Leerink,"('EW', '2019 q4')",0.01657232455909252
5774,MDT,2019 q4,3510,0.4565013634639979,Ms. Danielle J. Antalffy,0.1581428914913442,female,SVB Leerink,"('MDT', '2019 q4')",0.0
5775,ABT,2019 q4,3510,0.4128489147530375,Mr. Matt S. Miksic,0.1858373654462778,male,Credit Suisse,"('ABT', '2019 q4')",0.0
5776,BAX,2019 q4,3510,0.5207410950407727,Mr. Matt S. Miksic,0.3123746583103023,male,Credit Suisse,"('BAX', '2019 q4')",0.0
5777,EW,2019 q4,3510,0.4484253872739279,Mr. Matt S. Miksic,0.125558934917891,male,Credit Suisse,"('EW', '2019 q4')",0.0
5778,MDT,2019 q4,3510,0.4565013634639979,Mr. Matt S. Miksic,0.2070989257457387,male,Credit Suisse,"('MDT', '2019 q4')",0.0
5779,ABT,2019 q4,3510,0.4128489147530375,Mr. Vijay M. Kumar,0.3828411641389909,male,EVERCORE ISI,"('ABT', '2019 q4')",0.0
5780,BAX,2019 q4,3510,0.5207410950407727,Mr. Vijay M. Kumar,0.3123319498052429,male,EVERCORE ISI,"('BAX', '2019 q4')",0.0
5781,BDX,2019 q4,3510,0.7576586393095636,Mr. Vijay M. Kumar,0.6550435277423761,male,EVERCORE ISI,"('BDX', '2019 q4')",0.03333333507180214
5782,EW,2019 q4,3510,0.4484253872739279,Mr. Vijay M. Kumar,0.332900342556162,male,EVERCORE ISI,"('EW', '2019 q4')",0.0
5783,HOLX,2019 q4,3510,0.6940418152925625,Mr. Vijay M. Kumar,0.506701251114042,male,EVERCORE ISI,"('HOLX', '2019 q4')",0.0
5784,ISRG,2019 q4,3510,0.656646555209883,Mr. Vijay M. Kumar,0.3110338341903469,male,EVERCORE ISI,"('ISRG', '2019 q4')",0.03333333507180214
5785,MDT,2019 q4,3510,0.4565013634639979,Mr. Vijay M. Kumar,0.1368027866156343,male,EVERCORE ISI,"('MDT', '2019 q4')",0.0
5786,SYK,2019 q4,3510,0.6371018700709132,Mr. Vijay M. Kumar,0.2768358156553932,male,EVERCORE ISI,"('SYK', '2019 q4')",0.0
5787,ABT,2019 q4,3510,0.4128489147530375,Sean Lavin,0.1553085475971924,male,BTIG,"('ABT', '2019 q4')",0.0
5788,DXCM,2019 q4,3510,0.4220912799678169,Sean Lavin,0.1956371033933352,male,BTIG,"('DXCM', '2019 q4')",0.0
5789,EW,2019 q4,3510,0.4484253872739279,Sean Lavin,0.1186469614380519,male,BTIG,"('EW', '2019 q4')",0.03148310258984566
5790,HOLX,2019 q4,3510,0.6940418152925625,Sean Lavin,0.3079788428422505,male,BTIG,"('HOLX', '2019 q4')",0.0
5791,ISRG,2019 q4,3510,0.656646555209883,Sean Lavin,0.4492144108866522,male,BTIG,"('ISRG', '2019 q4')",0.0
5792,MDT,2019 q4,3510,0.4565013634639979,Sean Lavin,0.1113314746642604,male,BTIG,"('MDT', '2019 q4')",0.011144189164042473
5793,VAR,2019 q4,3510,0.8407543628606939,Sean Lavin,0.6952582898966885,male,BTIG,"('VAR', '2019 q4')",0.005555142182856798
5794,ABT,2019 q4,3510,0.4128489147530375,Lawrence H. Biegelsen,0.195266498681354,male,"Wells Fargo Securities, LLC","('ABT', '2019 q4')",0.0
5795,BDX,2019 q4,3510,0.7576586393095636,Lawrence H. Biegelsen,0.5199504337006672,male,"Wells Fargo Securities, LLC","('BDX', '2019 q4')",0.0
5796,COO,2019 q4,3510,0.5254388584326306,Lawrence H. Biegelsen,0.1928363460747415,male,"Wells Fargo Securities, LLC","('COO', '2019 q4')",0.0
5797,EW,2019 q4,3510,0.4484253872739279,Lawrence H. Biegelsen,0.0763905684833938,male,"Wells Fargo Securities, LLC","('EW', '2019 q4')",0.0
5798,ISRG,2019 q4,3510,0.656646555209883,Lawrence H. Biegelsen,0.4423475932786758,male,"Wells Fargo Securities, LLC","('ISRG', '2019 q4')",0.0
5799,MDT,2019 q4,3510,0.4565013634639979,Lawrence H. Biegelsen,0.1064027526497737,male,"Wells Fargo Securities, LLC","('MDT', '2019 q4')",0.0
5800,TFX,2019 q4,3510,0.4230047282067678,Lawrence H. Biegelsen,0.2112394978973939,male,"Wells Fargo Securities, LLC","('TFX', '2019 q4')",0.0
5801,ZBH,2019 q4,3510,0.4857610706111313,Lawrence H. Biegelsen,0.1553736269662267,male,"Wells Fargo Securities, LLC","('ZBH', '2019 q4')",0.0
5802,ABT,2019 q4,3510,0.4128489147530375,David R. Lewis,0.2615115069490784,male,Morgan Stanley,"('ABT', '2019 q4')",0.0
5803,ABT,2019 q4,3510,0.4128489147530375,Ms. Margaret Kaczor,0.1677692063095691,female,William Blair & Company,"('ABT', '2019 q4')",0.0
5804,EW,2019 q4,3510,0.4484253872739279,Ms. Margaret Kaczor,0.1172407908499073,female,William Blair & Company,"('EW', '2019 q4')",0.0
5805,ALGN,2019 q4,3510,0.6023009088324554,Mr. Michael Ryskin,0.4284815622573635,male,BofA Global Research,"('ALGN', '2019 q4')",0.0
5806,IDXX,2019 q4,3510,0.8114671384881968,Mr. Michael Ryskin,0.6799002651549726,male,BofA Global Research,"('IDXX', '2019 q4')",0.03333333507180214
5807,ALGN,2019 q4,3510,0.6023009088324554,Mr. Dave Keiser,0.4066737451914015,male,Northcoast Research,"('ALGN', '2019 q4')",0.0
5808,COO,2019 q4,3510,0.5254388584326306,Mr. Dave Keiser,0.2485631143083513,male,Northcoast Research,"('COO', '2019 q4')",0.016922636423259974
5809,STE,2019 q4,3510,0.8097572062627976,Mr. Dave Keiser,0.5898966240426121,male,Northcoast Research,"('STE', '2019 q4')",0.0
5810,SYK,2019 q4,3510,0.6371018700709132,Mr. Dave Keiser,0.2953281997985493,male,Northcoast Research,"('SYK', '2019 q4')",0.0
5811,ZBH,2019 q4,3510,0.4857610706111313,Mr. Dave Keiser,0.2590537177178846,male,Northcoast Research,"('ZBH', '2019 q4')",0.0
5812,ALGN,2019 q4,3510,0.6023009088324554,"Mr. Damien Conover, CFA",0.7493053445896909,male,"Morningstar, Inc.","('ALGN', '2019 q4')",0.0
5813,ANTM,2019 q4,3510,0.6580251839486442,"Mr. Damien Conover, CFA",0.6190827286884969,male,"Morningstar, Inc.","('ANTM', '2019 q4')",0.005008799955248833
5814,CI,2019 q4,3510,0.6681813726654333,"Mr. Damien Conover, CFA",0.6536725342261411,male,"Morningstar, Inc.","('CI', '2019 q4')",0.0
5815,COO,2019 q4,3510,0.5254388584326306,"Mr. Damien Conover, CFA",0.7919495076874828,male,"Morningstar, Inc.","('COO', '2019 q4')",0.0
5816,CVS,2019 q4,3510,0.5559753522148785,"Mr. Damien Conover, CFA",0.5845090603197015,male,"Morningstar, Inc.","('CVS', '2019 q4')",0.0
5817,DVA,2019 q4,3510,0.6858774364317535,"Mr. Damien Conover, CFA",0.7378777788670015,male,"Morningstar, Inc.","('DVA', '2019 q4')",0.0
5818,HCA,2019 q4,3510,0.5971286097957331,"Mr. Damien Conover, CFA",0.6932821676711728,male,"Morningstar, Inc.","('HCA', '2019 q4')",0.0
5819,HUM,2019 q4,3510,0.5798345577501669,"Mr. Damien Conover, CFA",0.5080570135573859,male,"Morningstar, Inc.","('HUM', '2019 q4')",0.0
5820,UNH,2019 q4,3510,0.5041501571980074,"Mr. Damien Conover, CFA",0.7918323727781723,male,"Morningstar, Inc.","('UNH', '2019 q4')",0.0
5821,XRAY,2019 q4,3510,0.6879356386290665,"Mr. Damien Conover, CFA",0.8190033911758218,male,"Morningstar, Inc.","('XRAY', '2019 q4')",0.01666666753590107
5822,ALGN,2019 q4,3510,0.6023009088324554,Mr. Steve Valiquette,0.2144055189163237,male,Barclays,"('ALGN', '2019 q4')",0.0
5823,ANTM,2019 q4,3510,0.6580251839486442,Mr. Steve Valiquette,0.6787263584583078,male,Barclays,"('ANTM', '2019 q4')",0.0
5824,CERN,2019 q4,3510,0.5797091840788876,Mr. Steve Valiquette,0.3393020273914572,male,Barclays,"('CERN', '2019 q4')",0.0
5825,CI,2019 q4,3510,0.6681813726654333,Mr. Steve Valiquette,0.7421066108884368,male,Barclays,"('CI', '2019 q4')",0.0
5826,CVS,2019 q4,3510,0.5559753522148785,Mr. Steve Valiquette,0.4454785843527091,male,Barclays,"('CVS', '2019 q4')",0.0
5827,HCA,2019 q4,3510,0.5971286097957331,Mr. Steve Valiquette,0.4534979575622305,male,Barclays,"('HCA', '2019 q4')",0.0
5828,HSIC,2019 q4,3510,0.6895013136263206,Mr. Steve Valiquette,0.6299479467758907,male,Barclays,"('HSIC', '2019 q4')",0.0
5829,HUM,2019 q4,3510,0.5798345577501669,Mr. Steve Valiquette,0.6672202506313631,male,Barclays,"('HUM', '2019 q4')",0.0
5830,UHS,2019 q4,3510,0.6324043854040131,Mr. Steve Valiquette,0.4423985241193633,male,Barclays,"('UHS', '2019 q4')",0.0
5831,UNH,2019 q4,3510,0.5041501571980074,Mr. Steve Valiquette,0.373739274840371,male,Barclays,"('UNH', '2019 q4')",0.0
5832,XRAY,2019 q4,3510,0.6879356386290665,Mr. Steve Valiquette,0.5008966344366279,male,Barclays,"('XRAY', '2019 q4')",0.0
5833,ALGN,2019 q4,3510,0.6023009088324554,"John C. Kreger, III",0.3209880278452335,male,William Blair & Company,"('ALGN', '2019 q4')",0.0
5834,HSIC,2019 q4,3510,0.6895013136263206,"John C. Kreger, III",0.3706430554602364,male,William Blair & Company,"('HSIC', '2019 q4')",0.0
5835,XRAY,2019 q4,3510,0.6879356386290665,"John C. Kreger, III",0.4782003715614816,male,William Blair & Company,"('XRAY', '2019 q4')",0.0
5836,ALGN,2019 q4,3510,0.6023009088324554,Mr. Steve Beuchaw,0.3627951892208748,male,Wolfe Research,"('ALGN', '2019 q4')",0.0
5837,DHR,2019 q4,3510,0.6629051782290015,Mr. Steve Beuchaw,0.6755200000384639,male,Wolfe Research,"('DHR', '2019 q4')",0.0
5838,HSIC,2019 q4,3510,0.6895013136263206,Mr. Steve Beuchaw,0.505405320930021,male,Wolfe Research,"('HSIC', '2019 q4')",0.0
5839,XRAY,2019 q4,3510,0.6879356386290665,Mr. Steve Beuchaw,0.5577835841553921,male,Wolfe Research,"('XRAY', '2019 q4')",0.0
5840,ALGN,2019 q4,3510,0.6023009088324554,Ravi Misra,0.5287118858493304,male,Berenberg,"('ALGN', '2019 q4')",0.0
5841,DXCM,2019 q4,3510,0.4220912799678169,Ravi Misra,0.2577181885933907,male,Berenberg,"('DXCM', '2019 q4')",0.0
5842,ALGN,2019 q4,3510,0.6023009088324554,Mr. Brandon Couillard,0.3735457113759537,male,Jefferies,"('ALGN', '2019 q4')",0.013151592575013638
5843,ANTM,2019 q4,3510,0.6580251839486442,"David H. Windley, CFA, CPA, CFA",0.5962835555827835,male,Jefferies,"('ANTM', '2019 q4')",0.0
5844,HUM,2019 q4,3510,0.5798345577501669,"David H. Windley, CFA, CPA, CFA",0.7021157301614968,male,Jefferies,"('HUM', '2019 q4')",0.01257982850074768
5845,ANTM,2019 q4,3510,0.6580251839486442,"Ms. Julie Utterback, CFA",0.5813256046587576,female,"Morningstar, Inc.","('ANTM', '2019 q4')",0.013432121835649014
5846,BAX,2019 q4,3510,0.5207410950407727,"Ms. Julie Utterback, CFA",0.810863579800099,female,"Morningstar, Inc.","('BAX', '2019 q4')",0.0
5847,CI,2019 q4,3510,0.6681813726654333,"Ms. Julie Utterback, CFA",0.5266545174932863,female,"Morningstar, Inc.","('CI', '2019 q4')",0.0
5848,CVS,2019 q4,3510,0.5559753522148785,"Ms. Julie Utterback, CFA",0.491737879318886,female,"Morningstar, Inc.","('CVS', '2019 q4')",0.0
5849,DHR,2019 q4,3510,0.6629051782290015,"Ms. Julie Utterback, CFA",0.6728674353598094,female,"Morningstar, Inc.","('DHR', '2019 q4')",0.006099375896155834
5850,HUM,2019 q4,3510,0.5798345577501669,"Ms. Julie Utterback, CFA",0.4435386682115679,female,"Morningstar, Inc.","('HUM', '2019 q4')",0.0
5851,UNH,2019 q4,3510,0.5041501571980074,"Ms. Julie Utterback, CFA",0.4946312673391923,female,"Morningstar, Inc.","('UNH', '2019 q4')",0.0
5852,ANTM,2019 q4,3510,0.6580251839486442,Justin Lake,0.3971306195099189,male,Wolfe Research,"('ANTM', '2019 q4')",0.0
5853,CNC,2019 q4,3510,0.4317404618140911,Justin Lake,0.1406032115028772,male,Wolfe Research,"('CNC', '2019 q4')",0.0
5854,CVS,2019 q4,3510,0.5559753522148785,Justin Lake,0.3160537251295168,male,Wolfe Research,"('CVS', '2019 q4')",0.0
5855,DVA,2019 q4,3510,0.6858774364317535,Justin Lake,0.4513720063108739,male,Wolfe Research,"('DVA', '2019 q4')",0.0
5856,HUM,2019 q4,3510,0.5798345577501669,Justin Lake,0.2985396955165629,male,Wolfe Research,"('HUM', '2019 q4')",0.0
5857,UHS,2019 q4,3510,0.6324043854040131,Justin Lake,0.3185624068338684,male,Wolfe Research,"('UHS', '2019 q4')",0.0
5858,UNH,2019 q4,3510,0.5041501571980074,Justin Lake,0.3569481363165647,male,Wolfe Research,"('UNH', '2019 q4')",0.0
5859,ANTM,2019 q4,3510,0.6580251839486442,Mr. A.J. Rice,0.5033834828670896,male,Credit Suisse,"('ANTM', '2019 q4')",0.0
5860,CNC,2019 q4,3510,0.4317404618140911,Mr. A.J. Rice,0.2887686938789365,male,Credit Suisse,"('CNC', '2019 q4')",0.0
5861,HUM,2019 q4,3510,0.5798345577501669,Mr. A.J. Rice,0.4003705547578874,male,Credit Suisse,"('HUM', '2019 q4')",0.0
5862,ANTM,2019 q4,3510,0.6580251839486442,"Frank G. Morgan, CFA",0.2038166614301986,male,RBC Capital Markets,"('ANTM', '2019 q4')",0.0
5863,CI,2019 q4,3510,0.6681813726654333,"Frank G. Morgan, CFA",0.218886803857389,male,RBC Capital Markets,"('CI', '2019 q4')",0.0
5864,DVA,2019 q4,3510,0.6858774364317535,"Frank G. Morgan, CFA",0.3448558330858175,male,RBC Capital Markets,"('DVA', '2019 q4')",0.0
5865,HCA,2019 q4,3510,0.5971286097957331,"Frank G. Morgan, CFA",0.19192804466223,male,RBC Capital Markets,"('HCA', '2019 q4')",0.0
5866,HUM,2019 q4,3510,0.5798345577501669,"Frank G. Morgan, CFA",0.1430142862801434,male,RBC Capital Markets,"('HUM', '2019 q4')",0.0
5867,UHS,2019 q4,3510,0.6324043854040131,"Frank G. Morgan, CFA",0.2847393240141422,male,RBC Capital Markets,"('UHS', '2019 q4')",0.0
5868,UNH,2019 q4,3510,0.5041501571980074,"Frank G. Morgan, CFA",0.1108983113490659,male,RBC Capital Markets,"('UNH', '2019 q4')",0.0
5869,ANTM,2019 q4,3510,0.6580251839486442,Mr. Scott J. Fidel,0.3368426618602751,male,Stephens Inc.,"('ANTM', '2019 q4')",0.0
5870,CI,2019 q4,3510,0.6681813726654333,Mr. Scott J. Fidel,0.354924187360452,male,Stephens Inc.,"('CI', '2019 q4')",0.0
5871,CNC,2019 q4,3510,0.4317404618140911,Mr. Scott J. Fidel,0.1779034008145056,male,Stephens Inc.,"('CNC', '2019 q4')",0.0
5872,HCA,2019 q4,3510,0.5971286097957331,Mr. Scott J. Fidel,0.3069989312922882,male,Stephens Inc.,"('HCA', '2019 q4')",0.0
5873,HUM,2019 q4,3510,0.5798345577501669,Mr. Scott J. Fidel,0.3606536002792152,male,Stephens Inc.,"('HUM', '2019 q4')",0.0
5874,UHS,2019 q4,3510,0.6324043854040131,Mr. Scott J. Fidel,0.409975597081163,male,Stephens Inc.,"('UHS', '2019 q4')",0.0
5875,UNH,2019 q4,3510,0.5041501571980074,Mr. Scott J. Fidel,0.1302613923873294,male,Stephens Inc.,"('UNH', '2019 q4')",0.0
5876,ANTM,2019 q4,3510,0.6580251839486442,Peter H. Costa,0.1889426909222554,male,"Wells Fargo Securities, LLC","('ANTM', '2019 q4')",0.01666666753590107
5877,CNC,2019 q4,3510,0.4317404618140911,Peter H. Costa,0.1296862973633468,male,"Wells Fargo Securities, LLC","('CNC', '2019 q4')",0.0
5878,HCA,2019 q4,3510,0.5971286097957331,Peter H. Costa,0.6752568978518614,male,"Wells Fargo Securities, LLC","('HCA', '2019 q4')",0.03333333507180214
5879,UHS,2019 q4,3510,0.6324043854040131,Peter H. Costa,0.703948057481804,male,"Wells Fargo Securities, LLC","('UHS', '2019 q4')",0.03333333507180214
5880,UNH,2019 q4,3510,0.5041501571980074,Peter H. Costa,0.1553639032412762,male,"Wells Fargo Securities, LLC","('UNH', '2019 q4')",0.0
5881,ANTM,2019 q4,3510,0.6580251839486442,David S. MacDonald,0.3136209082735407,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2019 q4')",0.0
5882,CI,2019 q4,3510,0.6681813726654333,David S. MacDonald,0.209565627169087,male,SunTrust Robinson Humphrey Capital Markets,"('CI', '2019 q4')",0.0
5883,CNC,2019 q4,3510,0.4317404618140911,David S. MacDonald,0.2262256211612292,male,SunTrust Robinson Humphrey Capital Markets,"('CNC', '2019 q4')",0.016422712554534275
5884,CVS,2019 q4,3510,0.5559753522148785,David S. MacDonald,0.1797707217791137,male,SunTrust Robinson Humphrey Capital Markets,"('CVS', '2019 q4')",0.03580225631594658
5885,DVA,2019 q4,3510,0.6858774364317535,David S. MacDonald,0.3499946650886119,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2019 q4')",0.0
5886,HCA,2019 q4,3510,0.5971286097957331,David S. MacDonald,0.1878333889461383,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2019 q4')",0.025131791830062866
5887,HUM,2019 q4,3510,0.5798345577501669,David S. MacDonald,0.2086017910435086,male,SunTrust Robinson Humphrey Capital Markets,"('HUM', '2019 q4')",0.0
5888,LH,2019 q4,3510,0.6408504386571203,David S. MacDonald,0.3685506042859196,male,SunTrust Robinson Humphrey Capital Markets,"('LH', '2019 q4')",0.0
5889,UNH,2019 q4,3510,0.5041501571980074,David S. MacDonald,0.261583401095852,male,SunTrust Robinson Humphrey Capital Markets,"('UNH', '2019 q4')",0.007032775320112705
5890,ANTM,2019 q4,3510,0.6580251839486442,"Mr. Kevin M. Fischbeck, CFA",0.3274253433544055,male,BofA Global Research,"('ANTM', '2019 q4')",0.02223677933216095
5891,CI,2019 q4,3510,0.6681813726654333,"Mr. Kevin M. Fischbeck, CFA",0.284243977453795,male,BofA Global Research,"('CI', '2019 q4')",0.0
5892,DVA,2019 q4,3510,0.6858774364317535,"Mr. Kevin M. Fischbeck, CFA",0.5710654820143725,male,BofA Global Research,"('DVA', '2019 q4')",0.0180466677993536
5893,HCA,2019 q4,3510,0.5971286097957331,"Mr. Kevin M. Fischbeck, CFA",0.4529982153073201,male,BofA Global Research,"('HCA', '2019 q4')",0.0143140759319067
5894,HUM,2019 q4,3510,0.5798345577501669,"Mr. Kevin M. Fischbeck, CFA",0.3176714941292511,male,BofA Global Research,"('HUM', '2019 q4')",0.0
5895,UHS,2019 q4,3510,0.6324043854040131,"Mr. Kevin M. Fischbeck, CFA",0.2816339512847401,male,BofA Global Research,"('UHS', '2019 q4')",0.0
5896,UNH,2019 q4,3510,0.5041501571980074,"Mr. Kevin M. Fischbeck, CFA",0.3405137330028804,male,BofA Global Research,"('UNH', '2019 q4')",0.0
5897,ANTM,2019 q4,3510,0.6580251839486442,Ms. Ricky R. Goldwasser,0.5477438222815553,female,Morgan Stanley,"('ANTM', '2019 q4')",0.0
5898,CNC,2019 q4,3510,0.4317404618140911,Ms. Ricky R. Goldwasser,0.2073778930973207,female,Morgan Stanley,"('CNC', '2019 q4')",0.0
5899,CVS,2019 q4,3510,0.5559753522148785,Ms. Ricky R. Goldwasser,0.3725523586991098,female,Morgan Stanley,"('CVS', '2019 q4')",0.010698935016989708
5900,DGX,2019 q4,3510,0.7109867998490482,Ms. Ricky R. Goldwasser,0.8326688095879795,female,Morgan Stanley,"('DGX', '2019 q4')",0.0
5901,HUM,2019 q4,3510,0.5798345577501669,Ms. Ricky R. Goldwasser,0.3481482219276406,female,Morgan Stanley,"('HUM', '2019 q4')",0.0
5902,ANTM,2019 q4,3510,0.6580251839486442,Ms. Akansha Agarwal,0.7037775074132611,female,Crispidea,"('ANTM', '2019 q4')",0.0
5903,BSX,2019 q4,3510,0.6536310604646154,Ms. Akansha Agarwal,0.6811738859838287,female,Crispidea,"('BSX', '2019 q4')",0.0
5904,CERN,2019 q4,3510,0.5797091840788876,Ms. Akansha Agarwal,0.7714793161487196,female,Crispidea,"('CERN', '2019 q4')",0.0
5905,HUM,2019 q4,3510,0.5798345577501669,Ms. Akansha Agarwal,0.5900000508734403,female,Crispidea,"('HUM', '2019 q4')",0.0
5906,BAX,2019 q4,3510,0.5207410950407727,"Mr. Brandon Henry, CFA",0.1793642811213061,male,RBC Capital Markets,"('BAX', '2019 q4')",0.0
5907,BDX,2019 q4,3510,0.7576586393095636,"Mr. Brandon Henry, CFA",0.5121150864099673,male,RBC Capital Markets,"('BDX', '2019 q4')",0.0
5908,EW,2019 q4,3510,0.4484253872739279,"Mr. Brandon Henry, CFA",0.0607981682240967,male,RBC Capital Markets,"('EW', '2019 q4')",0.0
5909,ISRG,2019 q4,3510,0.656646555209883,"Mr. Brandon Henry, CFA",0.311033834190347,male,RBC Capital Markets,"('ISRG', '2019 q4')",0.03333333507180214
5910,MDT,2019 q4,3510,0.4565013634639979,"Mr. Brandon Henry, CFA",0.0966878496337461,male,RBC Capital Markets,"('MDT', '2019 q4')",0.0
5911,ZBH,2019 q4,3510,0.4857610706111313,"Mr. Brandon Henry, CFA",0.5809260409662235,male,RBC Capital Markets,"('ZBH', '2019 q4')",0.0
5912,BAX,2019 q4,3510,0.5207410950407727,"Joshua T. Jennings, MD",0.2496142189744411,male,Cowen and Company,"('BAX', '2019 q4')",0.0
5913,EW,2019 q4,3510,0.4484253872739279,"Joshua T. Jennings, MD",0.0713557773060921,male,Cowen and Company,"('EW', '2019 q4')",0.0
5914,BAX,2019 q4,3510,0.5207410950407727,Pito Chickering,0.4110001676428251,male,Deutsche Bank,"('BAX', '2019 q4')",0.0
5915,DVA,2019 q4,3510,0.6858774364317535,Pito Chickering,0.90218624262327,male,Deutsche Bank,"('DVA', '2019 q4')",0.0
5916,EW,2019 q4,3510,0.4484253872739279,Pito Chickering,0.8748665084423601,male,Deutsche Bank,"('EW', '2019 q4')",0.0
5917,MDT,2019 q4,3510,0.4565013634639979,Pito Chickering,0.2197122517368049,male,Deutsche Bank,"('MDT', '2019 q4')",0.010800730437040329
5918,SYK,2019 q4,3510,0.6371018700709132,Pito Chickering,0.6503301310364774,male,Deutsche Bank,"('SYK', '2019 q4')",0.03333333507180214
5919,BAX,2019 q4,3510,0.5207410950407727,"Kristen Stewart, CFA",0.3373920458276663,female,Barclays,"('BAX', '2019 q4')",0.0
5920,BDX,2019 q4,3510,0.7576586393095636,"Kristen Stewart, CFA",0.4312671480230098,female,Barclays,"('BDX', '2019 q4')",0.0
5921,EW,2019 q4,3510,0.4484253872739279,"Kristen Stewart, CFA",0.2134904395235362,female,Barclays,"('EW', '2019 q4')",0.006161858793348074
5922,MDT,2019 q4,3510,0.4565013634639979,"Kristen Stewart, CFA",0.5528770871472232,female,Barclays,"('MDT', '2019 q4')",0.0
5923,SYK,2019 q4,3510,0.6371018700709132,"Kristen Stewart, CFA",0.2326222898317223,female,Barclays,"('SYK', '2019 q4')",0.0
5924,TFX,2019 q4,3510,0.4230047282067678,"Kristen Stewart, CFA",0.2541751536041793,female,Barclays,"('TFX', '2019 q4')",0.0
5925,ZBH,2019 q4,3510,0.4857610706111313,"Kristen Stewart, CFA",0.2360994635858702,female,Barclays,"('ZBH', '2019 q4')",0.010236267000436783
5926,BDX,2019 q4,3510,0.7576586393095636,"Mr. Alex Morozov, CFA",0.8069055902072009,male,"Morningstar, Inc.","('BDX', '2019 q4')",0.0
5927,ISRG,2019 q4,3510,0.656646555209883,"Mr. Alex Morozov, CFA",0.7002689522749783,male,"Morningstar, Inc.","('ISRG', '2019 q4')",0.0
5928,VAR,2019 q4,3510,0.8407543628606939,"Mr. Alex Morozov, CFA",0.8612969929906872,male,"Morningstar, Inc.","('VAR', '2019 q4')",0.007115422748029232
5929,CERN,2019 q4,3510,0.5797091840788876,Sean W. Wieland,0.2520727800554284,male,Piper Sandler Companies,"('CERN', '2019 q4')",0.027532832697033882
5930,CERN,2019 q4,3510,0.5797091840788876,"Mr. Jamie Stockton, CFA",0.1928400899963015,male,"Wells Fargo Securities, LLC","('CERN', '2019 q4')",0.02436642348766327
5931,CERN,2019 q4,3510,0.5797091840788876,Mr. Richard Close,0.2582766305567059,male,Canaccord Genuity,"('CERN', '2019 q4')",0.0
5932,CERN,2019 q4,3510,0.5797091840788876,"Mr. Sandy Y. Draper, CFA",0.1590137132604692,male,SunTrust Robinson Humphrey Capital Markets,"('CERN', '2019 q4')",0.0
5933,CERN,2019 q4,3510,0.5797091840788876,"Mr. Sean W. Dodge, CFA",0.2523090388100465,male,RBC Capital Markets,"('CERN', '2019 q4')",0.0
5934,CI,2019 q4,3510,0.6681813726654333,Ms. Sarah E. James,0.8987563300451328,female,Piper Sandler Companies,"('CI', '2019 q4')",0.0
5935,HSIC,2019 q4,3510,0.6895013136263206,Ms. Sarah E. James,0.5233267345846324,female,Piper Sandler Companies,"('HSIC', '2019 q4')",0.0
5936,CI,2019 q4,3510,0.6681813726654333,Michael D. Wiederhorn,0.2491955539627418,male,"Oppenheimer & Co., Inc.","('CI', '2019 q4')",0.0
5937,CVS,2019 q4,3510,0.5559753522148785,Michael D. Wiederhorn,0.2788919027400972,male,"Oppenheimer & Co., Inc.","('CVS', '2019 q4')",0.0
5938,HCA,2019 q4,3510,0.5971286097957331,Michael D. Wiederhorn,0.1681565491061921,male,"Oppenheimer & Co., Inc.","('HCA', '2019 q4')",0.0
5939,HUM,2019 q4,3510,0.5798345577501669,Michael D. Wiederhorn,0.215289682031558,male,"Oppenheimer & Co., Inc.","('HUM', '2019 q4')",0.02252693846821785
5940,UNH,2019 q4,3510,0.5041501571980074,Michael D. Wiederhorn,0.1118021603664831,male,"Oppenheimer & Co., Inc.","('UNH', '2019 q4')",0.034532565623521805
5941,COO,2019 q4,3510,0.5254388584326306,"Christopher C. Cooley, CFA",0.4007359124727288,male,Stephens Inc.,"('COO', '2019 q4')",0.0
5942,DXCM,2019 q4,3510,0.4220912799678169,"Christopher C. Cooley, CFA",0.4635195345760434,male,Stephens Inc.,"('DXCM', '2019 q4')",0.0
5943,COO,2019 q4,3510,0.5254388584326306,Mr. Matthew O. O'Brien,0.3295256643130692,male,Piper Sandler Companies,"('COO', '2019 q4')",0.0
5944,DXCM,2019 q4,3510,0.4220912799678169,Mr. Matthew O. O'Brien,0.3500113697292246,male,Piper Sandler Companies,"('DXCM', '2019 q4')",0.0
5945,ZBH,2019 q4,3510,0.4857610706111313,Mr. Matthew O. O'Brien,0.2648256354684897,male,Piper Sandler Companies,"('ZBH', '2019 q4')",0.0
5946,COO,2019 q4,3510,0.5254388584326306,Steven M. Lichtman,0.2061991711453947,male,"Oppenheimer & Co., Inc.","('COO', '2019 q4')",0.022320503368973732
5947,DXCM,2019 q4,3510,0.4220912799678169,Steven M. Lichtman,0.1717534344234314,male,"Oppenheimer & Co., Inc.","('DXCM', '2019 q4')",0.0
5948,MDT,2019 q4,3510,0.4565013634639979,Steven M. Lichtman,0.1479250536344019,male,"Oppenheimer & Co., Inc.","('MDT', '2019 q4')",0.0
5949,ZBH,2019 q4,3510,0.4857610706111313,Steven M. Lichtman,0.1218804125677265,male,"Oppenheimer & Co., Inc.","('ZBH', '2019 q4')",0.0
5950,CVS,2019 q4,3510,0.5559753522148785,Michael Newshel,0.2099822642309624,male,EVERCORE ISI,"('CVS', '2019 q4')",0.0
5951,DGX,2019 q4,3510,0.7109867998490482,Michael Newshel,0.4692075256093401,male,EVERCORE ISI,"('DGX', '2019 q4')",0.03333333507180214
5952,HCA,2019 q4,3510,0.5971286097957331,Michael Newshel,0.1825666094444504,male,EVERCORE ISI,"('HCA', '2019 q4')",0.012084628455340862
5953,UNH,2019 q4,3510,0.5041501571980074,Michael Newshel,0.1356592321159759,male,EVERCORE ISI,"('UNH', '2019 q4')",0.0
5954,DGX,2019 q4,3510,0.7109867998490482,Derik De Bruin,0.4692075256093401,male,BofA Global Research,"('DGX', '2019 q4')",0.03333333507180214
5955,LH,2019 q4,3510,0.6408504386571203,Derik De Bruin,0.4306633544415131,male,BofA Global Research,"('LH', '2019 q4')",0.019750351086258888
5956,DGX,2019 q4,3510,0.7109867998490482,Kevin Ellich,0.5371558752709642,male,Craig Hallum,"('DGX', '2019 q4')",0.0
5957,HSIC,2019 q4,3510,0.6895013136263206,Kevin Ellich,0.4345152619583154,male,Craig Hallum,"('HSIC', '2019 q4')",0.0
5958,DGX,2019 q4,3510,0.7109867998490482,"Mr. Ryan S. Daniels, CFA",0.3433287186378051,male,William Blair & Company,"('DGX', '2019 q4')",0.018999692052602768
5959,LH,2019 q4,3510,0.6408504386571203,"Mr. Ryan S. Daniels, CFA",0.3957383531825975,male,William Blair & Company,"('LH', '2019 q4')",0.0
5960,DGX,2019 q4,3510,0.7109867998490482,Mr. Mark A. Massaro,0.3302010295525022,male,Canaccord Genuity,"('DGX', '2019 q4')",0.01817283406853676
5961,HOLX,2019 q4,3510,0.6940418152925625,Mr. Mark A. Massaro,0.3335586826721289,male,Canaccord Genuity,"('HOLX', '2019 q4')",0.0
5962,IDXX,2019 q4,3510,0.8114671384881968,Mr. Mark A. Massaro,0.5994215154210891,male,Canaccord Genuity,"('IDXX', '2019 q4')",0.02743072248995304
5963,DHR,2019 q4,3510,0.6629051782290015,"Mr. Deane Dray, CFA",0.3484802392698687,male,RBC Capital Markets,"('DHR', '2019 q4')",0.0
5964,DHR,2019 q4,3510,0.6629051782290015,"William R. Quirk, CFA",0.4018356018013625,male,Piper Sandler Companies,"('DHR', '2019 q4')",0.0
5965,DHR,2019 q4,3510,0.6629051782290015,"Brian P. Drab, CFA",0.7004517893408029,male,William Blair & Company,"('DHR', '2019 q4')",0.0
5966,DXCM,2019 q4,3510,0.4220912799678169,Mr. Christopher Pasquale,0.0720338317532021,male,Guggenheim Securities LLC,"('DXCM', '2019 q4')",0.023267297074198723
5967,EW,2019 q4,3510,0.4484253872739279,Mr. Christopher Pasquale,0.2201827064095881,male,Guggenheim Securities LLC,"('EW', '2019 q4')",0.019402755424380302
5968,MDT,2019 q4,3510,0.4565013634639979,Mr. Christopher Pasquale,0.1380153607256591,male,Guggenheim Securities LLC,"('MDT', '2019 q4')",0.0
5969,SYK,2019 q4,3510,0.6371018700709132,Mr. Christopher Pasquale,0.2186485695668796,male,Guggenheim Securities LLC,"('SYK', '2019 q4')",0.0
5970,ZBH,2019 q4,3510,0.4857610706111313,Mr. Christopher Pasquale,0.3972008168056102,male,Guggenheim Securities LLC,"('ZBH', '2019 q4')",0.0
5971,DXCM,2019 q4,3510,0.4220912799678169,Mr. Raj S. Denhoy,0.1187965885460711,male,Jefferies,"('DXCM', '2019 q4')",0.010857351124286652
5972,DXCM,2019 q4,3510,0.4220912799678169,Mr. Ryan Blicker,0.2259803743379947,male,Cowen and Company,"('DXCM', '2019 q4')",0.0
5973,DXCM,2019 q4,3510,0.4220912799678169,J.P. McKim,0.3423406431422562,male,Piper Sandler Companies,"('DXCM', '2019 q4')",0.0
5974,DXCM,2019 q4,3510,0.4220912799678169,Mr. Kyle W. Rose,0.088353551368499,male,Canaccord Genuity,"('DXCM', '2019 q4')",0.03715171664953232
5975,SYK,2019 q4,3510,0.6371018700709132,Mr. Kyle W. Rose,0.2385123685788781,male,Canaccord Genuity,"('SYK', '2019 q4')",0.0247240848839283
5976,ZBH,2019 q4,3510,0.4857610706111313,Mr. Kyle W. Rose,0.1574881212999397,male,Canaccord Genuity,"('ZBH', '2019 q4')",0.0
5977,DXCM,2019 q4,3510,0.4220912799678169,Travis Steed,0.3251124401725807,male,BofA Global Research,"('DXCM', '2019 q4')",0.0
5978,EW,2019 q4,3510,0.4484253872739279,Mr. Jason R. Mills,0.1176226146915394,male,Canaccord Genuity,"('EW', '2019 q4')",0.01666666753590107
5979,ISRG,2019 q4,3510,0.656646555209883,Mr. Jason R. Mills,0.3110338341903469,male,Canaccord Genuity,"('ISRG', '2019 q4')",0.03333333507180214
5980,EW,2019 q4,3510,0.4484253872739279,Mr. Adam C. Maeder,0.0939476450935496,male,Piper Sandler Companies,"('EW', '2019 q4')",0.0
5981,EW,2019 q4,3510,0.4484253872739279,Ms. Andrea Z. Alfonso,0.0869209661714254,female,BTIG,"('EW', '2019 q4')",0.0
5982,EW,2019 q4,3510,0.4484253872739279,Mr. Bob Hopkins,0.3054738050728553,male,BofA Global Research,"('EW', '2019 q4')",0.0
5983,ISRG,2019 q4,3510,0.656646555209883,Mr. Bob Hopkins,0.3110338341903469,male,BofA Global Research,"('ISRG', '2019 q4')",0.03333333507180214
5984,MDT,2019 q4,3510,0.4565013634639979,Mr. Bob Hopkins,0.1805511643676742,male,BofA Global Research,"('MDT', '2019 q4')",0.0
5985,SYK,2019 q4,3510,0.6371018700709132,Mr. Bob Hopkins,0.4214609034214585,male,BofA Global Research,"('SYK', '2019 q4')",0.0
5986,EW,2019 q4,3510,0.4484253872739279,Mr. Ed Ridley-Day,0.878621131754573,male,Redburn (Europe) Limited,"('EW', '2019 q4')",0.25454097986221313
5987,ISRG,2019 q4,3510,0.656646555209883,Mr. Ed Ridley-Day,0.776717566897086,male,Redburn (Europe) Limited,"('ISRG', '2019 q4')",0.24915659427642822
5988,HCA,2019 q4,3510,0.5971286097957331,Mr. Brian Tanquilut,0.270779216249612,male,Jefferies,"('HCA', '2019 q4')",0.0
5989,HOLX,2019 q4,3510,0.6940418152925625,"Brian D. Weinstein, CFA",0.4500359271966009,male,William Blair & Company,"('HOLX', '2019 q4')",0.0
5990,HOLX,2019 q4,3510,0.6940418152925625,"Mr. Jack Meehan, CFA",0.3002741681369143,male,Barclays,"('HOLX', '2019 q4')",0.0
5991,IDXX,2019 q4,3510,0.8114671384881968,Mr. David M. Westenberg,0.6338467807155149,male,Guggenheim Securities LLC,"('IDXX', '2019 q4')",0.0
5992,ISRG,2019 q4,3510,0.656646555209883,Mr. Richard Newitter,0.4584176229240541,male,SVB Leerink,"('ISRG', '2019 q4')",0.0
5993,SYK,2019 q4,3510,0.6371018700709132,Mr. Richard Newitter,0.5930410370915035,male,SVB Leerink,"('SYK', '2019 q4')",0.0
5994,TFX,2019 q4,3510,0.4230047282067678,Mr. Richard Newitter,0.2654925319498606,male,SVB Leerink,"('TFX', '2019 q4')",0.0
5995,ISRG,2019 q4,3510,0.656646555209883,Imron Zafar,0.7989175377739918,male,Deutsche Bank,"('ISRG', '2019 q4')",0.0
5996,MDT,2019 q4,3510,0.4565013634639979,Mr. Robert Marcus,0.2770786677240756,male,JPMorgan,"('MDT', '2019 q4')",0.0
5997,MDT,2019 q4,3510,0.4565013634639979,"Mr. Matthew C. Taylor, CFA",0.2566045379968062,male,UBS Equities,"('MDT', '2019 q4')",0.026585552841424942
5998,RMD,2019 q4,3510,0.6304870549017686,"Anthony C. Petrone, CFA, CFA",0.2398764635052961,male,Jefferies,"('RMD', '2019 q4')",0.05199345201253891
5999,RMD,2019 q4,3510,0.6304870549017686,Mr. Sean M. Laaman,0.4163572498310832,male,Morgan Stanley,"('RMD', '2019 q4')",0.022121216170489788
6000,RMD,2019 q4,3510,0.6304870549017686,Ms. Gretel Janu,0.5418960267889308,female,Credit Suisse,"('RMD', '2019 q4')",0.0
6001,RMD,2019 q4,3510,0.6304870549017686,Ms. Nicolette Quinn,0.6600654469401674,female,"Morningstar, Inc.","('RMD', '2019 q4')",0.0
6002,RMD,2019 q4,3510,0.6304870549017686,Ms. Lyanne Harrison,0.2772505104404954,female,BofA Global Research,"('RMD', '2019 q4')",0.024496353697031736
6003,RMD,2019 q4,3510,0.6304870549017686,Australia Wilson Htm Limited,0.3473356231488791,Not a person,"Auerbach Grayson & Co., Inc.","('RMD', '2019 q4')",0.0
6004,STE,2019 q4,3510,0.8097572062627976,"Elliott L. Schlang, CFA",0.5781157959442884,male,Great Lakes/Wellington Shields,"('STE', '2019 q4')",0.0
6005,XRAY,2019 q4,3510,0.6879356386290665,"Elliott L. Schlang, CFA",0.4036569363327139,male,Great Lakes/Wellington Shields,"('XRAY', '2019 q4')",0.0
6006,STE,2019 q4,3510,0.8097572062627976,Mr. Aaron Degagne,0.8893324725172924,male,"Morningstar, Inc.","('STE', '2019 q4')",0.0
6007,VAR,2019 q4,3510,0.8407543628606939,"Mr. Michael J. Petusky, CFA",0.8271338807661888,male,Barrington Research Associates,"('VAR', '2019 q4')",0.0
6008,XRAY,2019 q4,3510,0.6879356386290665,"Mr. Michael J. Petusky, CFA",0.6545416495114985,male,Barrington Research Associates,"('XRAY', '2019 q4')",0.0
6009,XRAY,2019 q4,3510,0.6879356386290665,"Mr. Yi Chen, PHD",0.4013006003091521,male,"H.C. Wainwright & Co., LLC","('XRAY', '2019 q4')",0.015444571152329445
6010,ZBH,2019 q4,3510,0.4857610706111313,Ryan Zimmerman,0.1110404232057801,male,BTIG,"('ZBH', '2019 q4')",0.0
6011,ABC,2020 q1,3510,0.7716918210342629,Mr. Michael A. Cherny,0.6071542294151157,male,BofA Global Research,"('ABC', '2020 q1')",0.03333333507180214
6012,CAH,2020 q1,3510,0.6890881006100507,Mr. Michael A. Cherny,0.3460048505256373,male,BofA Global Research,"('CAH', '2020 q1')",0.01666666753590107
6013,CERN,2020 q1,3510,0.6096270303249612,Mr. Michael A. Cherny,0.3604403506627066,male,BofA Global Research,"('CERN', '2020 q1')",0.0
6014,CVS,2020 q1,3510,0.6875912680968005,Mr. Michael A. Cherny,0.623537084664019,male,BofA Global Research,"('CVS', '2020 q1')",0.03333333507180214
6015,HSIC,2020 q1,3510,0.7700016750070778,Mr. Michael A. Cherny,0.3990755058438651,male,BofA Global Research,"('HSIC', '2020 q1')",0.0
6016,XRAY,2020 q1,3510,0.76175819582117,Mr. Michael A. Cherny,0.5672515179893226,male,BofA Global Research,"('XRAY', '2020 q1')",0.03333333507180214
6017,ABC,2020 q1,3510,0.7716918210342629,Colin Scarola,0.5526315363242961,male,CFRA Equity Research,"('ABC', '2020 q1')",0.0
6018,ANTM,2020 q1,3510,0.550371903212401,Colin Scarola,0.4288476476557421,male,CFRA Equity Research,"('ANTM', '2020 q1')",0.0
6019,CAH,2020 q1,3510,0.6890881006100507,Colin Scarola,0.487935997389523,male,CFRA Equity Research,"('CAH', '2020 q1')",0.0
6020,CI,2020 q1,3510,0.5151828820000914,Colin Scarola,0.4472809263267799,male,CFRA Equity Research,"('CI', '2020 q1')",0.0
6021,CNC,2020 q1,3510,0.6597157839077501,Colin Scarola,0.4269971891333497,male,CFRA Equity Research,"('CNC', '2020 q1')",0.0
6022,HUM,2020 q1,3510,0.5710620032491959,Colin Scarola,0.3812230093269558,male,CFRA Equity Research,"('HUM', '2020 q1')",0.0
6023,UNH,2020 q1,3510,0.6961310663674471,Colin Scarola,0.4165197494059707,male,CFRA Equity Research,"('UNH', '2020 q1')",0.0
6024,ABC,2020 q1,3510,0.7716918210342629,Ms. Soo Romanoff,0.7027308466667527,female,"Morningstar, Inc.","('ABC', '2020 q1')",0.0
6025,CAH,2020 q1,3510,0.6890881006100507,Ms. Soo Romanoff,0.6596006121164893,female,"Morningstar, Inc.","('CAH', '2020 q1')",0.0
6026,CERN,2020 q1,3510,0.6096270303249612,Ms. Soo Romanoff,0.7502879822872214,female,"Morningstar, Inc.","('CERN', '2020 q1')",0.0
6027,HSIC,2020 q1,3510,0.7700016750070778,Ms. Soo Romanoff,0.8175216829595282,female,"Morningstar, Inc.","('HSIC', '2020 q1')",0.0
6028,XRAY,2020 q1,3510,0.76175819582117,Ms. Soo Romanoff,0.6306240709273019,female,"Morningstar, Inc.","('XRAY', '2020 q1')",0.0
6029,ABC,2020 q1,3510,0.7716918210342629,Sel Hardy,0.5729062083604736,female,CFRA Equity Research,"('ABC', '2020 q1')",0.0
6030,ANTM,2020 q1,3510,0.550371903212401,Sel Hardy,0.4315495197336388,female,CFRA Equity Research,"('ANTM', '2020 q1')",0.0
6031,CAH,2020 q1,3510,0.6890881006100507,Sel Hardy,0.4885271370079919,female,CFRA Equity Research,"('CAH', '2020 q1')",0.0
6032,CI,2020 q1,3510,0.5151828820000914,Sel Hardy,0.5006341530819166,female,CFRA Equity Research,"('CI', '2020 q1')",0.0
6033,CNC,2020 q1,3510,0.6597157839077501,Sel Hardy,0.4308117266796217,female,CFRA Equity Research,"('CNC', '2020 q1')",0.0
6034,HSIC,2020 q1,3510,0.7700016750070778,Sel Hardy,0.7846551876409261,female,CFRA Equity Research,"('HSIC', '2020 q1')",0.0
6035,HUM,2020 q1,3510,0.5710620032491959,Sel Hardy,0.3890050921890939,female,CFRA Equity Research,"('HUM', '2020 q1')",0.0
6036,UNH,2020 q1,3510,0.6961310663674471,Sel Hardy,0.4411997565190948,female,CFRA Equity Research,"('UNH', '2020 q1')",0.0
6037,ABC,2020 q1,3510,0.7716918210342629,Mr. Steve Valiquette,0.6941010266870629,male,Barclays,"('ABC', '2020 q1')",0.0
6038,ALGN,2020 q1,3510,0.5950469543077654,Mr. Steve Valiquette,0.5767600082774405,male,Barclays,"('ALGN', '2020 q1')",0.0
6039,CAH,2020 q1,3510,0.6890881006100507,Mr. Steve Valiquette,0.7955479135938535,male,Barclays,"('CAH', '2020 q1')",0.0
6040,CI,2020 q1,3510,0.5151828820000914,Mr. Steve Valiquette,0.4268323877412937,male,Barclays,"('CI', '2020 q1')",0.0
6041,CNC,2020 q1,3510,0.6597157839077501,Mr. Steve Valiquette,0.8222875743216939,male,Barclays,"('CNC', '2020 q1')",0.0
6042,DVA,2020 q1,3510,0.7156284097670655,Mr. Steve Valiquette,0.643261341979331,male,Barclays,"('DVA', '2020 q1')",0.0
6043,HCA,2020 q1,3510,0.4357589328223995,Mr. Steve Valiquette,0.3213937343798274,male,Barclays,"('HCA', '2020 q1')",0.0
6044,UHS,2020 q1,3510,0.5537868779826127,Mr. Steve Valiquette,0.385533806612552,male,Barclays,"('UHS', '2020 q1')",0.0
6045,UNH,2020 q1,3510,0.6961310663674471,Mr. Steve Valiquette,0.8816962789215961,male,Barclays,"('UNH', '2020 q1')",0.0
6046,XRAY,2020 q1,3510,0.76175819582117,Mr. Steve Valiquette,0.7641158835207256,male,Barclays,"('XRAY', '2020 q1')",0.0
6047,ABC,2020 q1,3510,0.7716918210342629,Mr. Charles Rhyee,0.479501724453348,male,Cowen and Company,"('ABC', '2020 q1')",0.0
6048,ANTM,2020 q1,3510,0.550371903212401,Mr. Charles Rhyee,0.1285153703046056,male,Cowen and Company,"('ANTM', '2020 q1')",0.0
6049,CAH,2020 q1,3510,0.6890881006100507,Mr. Charles Rhyee,0.5046863677582929,male,Cowen and Company,"('CAH', '2020 q1')",0.0
6050,CERN,2020 q1,3510,0.6096270303249612,Mr. Charles Rhyee,0.2403981363988431,male,Cowen and Company,"('CERN', '2020 q1')",0.0
6051,CI,2020 q1,3510,0.5151828820000914,Mr. Charles Rhyee,0.1618477066786313,male,Cowen and Company,"('CI', '2020 q1')",0.0
6052,CNC,2020 q1,3510,0.6597157839077501,Mr. Charles Rhyee,0.5048315151229421,male,Cowen and Company,"('CNC', '2020 q1')",0.0
6053,HUM,2020 q1,3510,0.5710620032491959,Mr. Charles Rhyee,0.2706100685246745,male,Cowen and Company,"('HUM', '2020 q1')",0.0
6054,UNH,2020 q1,3510,0.6961310663674471,Mr. Charles Rhyee,0.2219999146472017,male,Cowen and Company,"('UNH', '2020 q1')",0.0
6055,ABC,2020 q1,3510,0.7716918210342629,Ms. Ricky R. Goldwasser,0.6616535721229179,female,Morgan Stanley,"('ABC', '2020 q1')",0.00365771958604455
6056,ANTM,2020 q1,3510,0.550371903212401,Ms. Ricky R. Goldwasser,0.3696791544087107,female,Morgan Stanley,"('ANTM', '2020 q1')",0.0
6057,CAH,2020 q1,3510,0.6890881006100507,Ms. Ricky R. Goldwasser,0.4729824699481909,female,Morgan Stanley,"('CAH', '2020 q1')",0.0
6058,CERN,2020 q1,3510,0.6096270303249612,Ms. Ricky R. Goldwasser,0.5215857710336884,female,Morgan Stanley,"('CERN', '2020 q1')",0.0
6059,CNC,2020 q1,3510,0.6597157839077501,Ms. Ricky R. Goldwasser,0.4307307332435995,female,Morgan Stanley,"('CNC', '2020 q1')",0.0
6060,CVS,2020 q1,3510,0.6875912680968005,Ms. Ricky R. Goldwasser,0.3614846092164585,female,Morgan Stanley,"('CVS', '2020 q1')",0.0
6061,HUM,2020 q1,3510,0.5710620032491959,Ms. Ricky R. Goldwasser,0.4636099034960297,female,Morgan Stanley,"('HUM', '2020 q1')",0.0
6062,LH,2020 q1,3510,0.5527067470053433,Ms. Ricky R. Goldwasser,0.6232863377584805,female,Morgan Stanley,"('LH', '2020 q1')",0.0
6063,ABC,2020 q1,3510,0.7716918210342629,George R. Hill,0.9070778152646072,male,Deutsche Bank,"('ABC', '2020 q1')",0.0
6064,ANTM,2020 q1,3510,0.550371903212401,George R. Hill,0.9410367706791514,male,Deutsche Bank,"('ANTM', '2020 q1')",0.0
6065,CAH,2020 q1,3510,0.6890881006100507,George R. Hill,0.9235477189959804,male,Deutsche Bank,"('CAH', '2020 q1')",0.0
6066,CERN,2020 q1,3510,0.6096270303249612,George R. Hill,0.9014369185133364,male,Deutsche Bank,"('CERN', '2020 q1')",0.0
6067,CI,2020 q1,3510,0.5151828820000914,George R. Hill,0.907234270891142,male,Deutsche Bank,"('CI', '2020 q1')",0.0
6068,CNC,2020 q1,3510,0.6597157839077501,George R. Hill,0.9533387649891668,male,Deutsche Bank,"('CNC', '2020 q1')",0.0
6069,CVS,2020 q1,3510,0.6875912680968005,George R. Hill,0.923879306755666,male,Deutsche Bank,"('CVS', '2020 q1')",0.0
6070,HUM,2020 q1,3510,0.5710620032491959,George R. Hill,0.934858576500928,male,Deutsche Bank,"('HUM', '2020 q1')",0.0
6071,UNH,2020 q1,3510,0.6961310663674471,George R. Hill,0.9500434305998832,male,Deutsche Bank,"('UNH', '2020 q1')",0.0
6072,ABC,2020 q1,3510,0.7716918210342629,Ms. Elizabeth Anderson,0.3413230428384919,female,EVERCORE ISI,"('ABC', '2020 q1')",0.0
6073,ALGN,2020 q1,3510,0.5950469543077654,Ms. Elizabeth Anderson,0.2304018926646202,female,EVERCORE ISI,"('ALGN', '2020 q1')",0.0
6074,CAH,2020 q1,3510,0.6890881006100507,Ms. Elizabeth Anderson,0.3823571273455717,female,EVERCORE ISI,"('CAH', '2020 q1')",0.0
6075,HSIC,2020 q1,3510,0.7700016750070778,Ms. Elizabeth Anderson,0.4399617665250147,female,EVERCORE ISI,"('HSIC', '2020 q1')",0.0
6076,ABC,2020 q1,3510,0.7716918210342629,Mr. Glen J. Santangelo,0.622144105349296,male,Guggenheim Securities LLC,"('ABC', '2020 q1')",0.014427981339395046
6077,CVS,2020 q1,3510,0.6875912680968005,Mr. Glen J. Santangelo,0.5056161216898611,male,Guggenheim Securities LLC,"('CVS', '2020 q1')",0.0
6078,ABC,2020 q1,3510,0.7716918210342629,Stephen Baxter,0.490070351781264,male,Wolfe Research,"('ABC', '2020 q1')",0.0
6079,CAH,2020 q1,3510,0.6890881006100507,Stephen Baxter,0.404189230411262,male,Wolfe Research,"('CAH', '2020 q1')",0.0
6080,DGX,2020 q1,3510,0.7445996701194788,Stephen Baxter,0.6065265643314176,male,Wolfe Research,"('DGX', '2020 q1')",0.0
6081,LH,2020 q1,3510,0.5527067470053433,Stephen Baxter,0.3288752693545929,male,Wolfe Research,"('LH', '2020 q1')",0.0
6082,ABC,2020 q1,3510,0.7716918210342629,SADIF Research,0.9827929560430892,Not a person,Sadif Analytics Prime,"('ABC', '2020 q1')",0.9747394323348999
6083,CVS,2020 q1,3510,0.6875912680968005,SADIF Research,0.9479813865312156,Not a person,Sadif Analytics Prime,"('CVS', '2020 q1')",0.9449378848075867
6084,HSIC,2020 q1,3510,0.7700016750070778,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HSIC', '2020 q1')",0.9581971168518066
6085,ZBH,2020 q1,3510,0.5838100215002325,SADIF Research,0.9972102898340708,Not a person,Sadif Analytics Prime,"('ZBH', '2020 q1')",0.9778177738189697
6086,ABC,2020 q1,3510,0.7716918210342629,Ms. Erin E. Wright,0.4303132543990004,female,Credit Suisse,"('ABC', '2020 q1')",0.0
6087,DGX,2020 q1,3510,0.7445996701194788,Ms. Erin E. Wright,0.6256514881522947,female,Credit Suisse,"('DGX', '2020 q1')",0.0
6088,DHR,2020 q1,3510,0.6670685824890578,Ms. Erin E. Wright,0.3361967155976496,female,Credit Suisse,"('DHR', '2020 q1')",0.0
6089,IDXX,2020 q1,3510,0.8984106526367803,Ms. Erin E. Wright,0.7457650600084362,female,Credit Suisse,"('IDXX', '2020 q1')",0.0
6090,ABT,2020 q1,3510,0.5235615316250132,Mr. Bob Hopkins,0.580022819309488,male,BofA Global Research,"('ABT', '2020 q1')",0.03292371332645416
6091,BAX,2020 q1,3510,0.6398120565179306,Mr. Bob Hopkins,0.4364555008830654,male,BofA Global Research,"('BAX', '2020 q1')",0.013633283786475658
6092,BDX,2020 q1,3510,0.5235358594499794,Mr. Bob Hopkins,0.4537964821422798,male,BofA Global Research,"('BDX', '2020 q1')",0.015860840678215027
6093,ISRG,2020 q1,3510,0.5750698888157318,Mr. Bob Hopkins,0.5588536485647788,male,BofA Global Research,"('ISRG', '2020 q1')",0.0
6094,ZBH,2020 q1,3510,0.5838100215002325,Mr. Bob Hopkins,0.5000338482292255,male,BofA Global Research,"('ZBH', '2020 q1')",0.0
6095,ABT,2020 q1,3510,0.5235615316250132,Ms. Margaret Kaczor,0.1900402684096782,female,William Blair & Company,"('ABT', '2020 q1')",0.0
6096,MDT,2020 q1,3510,0.4005003465560672,Ms. Margaret Kaczor,0.0891038601972352,female,William Blair & Company,"('MDT', '2020 q1')",0.0
6097,ABT,2020 q1,3510,0.5235615316250132,"Kevin Huang, CFA",0.5522222811182215,male,CFRA Equity Research,"('ABT', '2020 q1')",0.0
6098,ALGN,2020 q1,3510,0.5950469543077654,"Kevin Huang, CFA",0.7572943491175296,male,CFRA Equity Research,"('ALGN', '2020 q1')",0.0
6099,BAX,2020 q1,3510,0.6398120565179306,"Kevin Huang, CFA",0.8081521804915345,male,CFRA Equity Research,"('BAX', '2020 q1')",0.0
6100,BDX,2020 q1,3510,0.5235358594499794,"Kevin Huang, CFA",0.7193254065760382,male,CFRA Equity Research,"('BDX', '2020 q1')",0.0
6101,BSX,2020 q1,3510,0.9364723078887728,"Kevin Huang, CFA",0.9364723078887728,male,CFRA Equity Research,"('BSX', '2020 q1')",0.0
6102,CERN,2020 q1,3510,0.6096270303249612,"Kevin Huang, CFA",0.700928206345449,male,CFRA Equity Research,"('CERN', '2020 q1')",0.0
6103,COO,2020 q1,3510,0.4142830464579126,"Kevin Huang, CFA",0.7504450283741941,male,CFRA Equity Research,"('COO', '2020 q1')",0.002317729778587818
6104,CVS,2020 q1,3510,0.6875912680968005,"Kevin Huang, CFA",0.6291859727377743,male,CFRA Equity Research,"('CVS', '2020 q1')",0.0
6105,DHR,2020 q1,3510,0.6670685824890578,"Kevin Huang, CFA",0.6994736304899382,male,CFRA Equity Research,"('DHR', '2020 q1')",0.0
6106,DXCM,2020 q1,3510,0.43351421007967,"Kevin Huang, CFA",0.7050066496708047,male,CFRA Equity Research,"('DXCM', '2020 q1')",0.0
6107,EW,2020 q1,3510,0.6171156816049965,"Kevin Huang, CFA",0.6164834139946501,male,CFRA Equity Research,"('EW', '2020 q1')",0.0
6108,HCA,2020 q1,3510,0.4357589328223995,"Kevin Huang, CFA",0.5974666250055789,male,CFRA Equity Research,"('HCA', '2020 q1')",0.0
6109,HOLX,2020 q1,3510,0.5970882660475754,"Kevin Huang, CFA",0.8230203009461211,male,CFRA Equity Research,"('HOLX', '2020 q1')",0.0
6110,IDXX,2020 q1,3510,0.8984106526367803,"Kevin Huang, CFA",0.8788147950295592,male,CFRA Equity Research,"('IDXX', '2020 q1')",0.0
6111,ISRG,2020 q1,3510,0.5750698888157318,"Kevin Huang, CFA",0.692131818615968,male,CFRA Equity Research,"('ISRG', '2020 q1')",0.0
6112,LH,2020 q1,3510,0.5527067470053433,"Kevin Huang, CFA",0.7526118275243373,male,CFRA Equity Research,"('LH', '2020 q1')",0.0
6113,MDT,2020 q1,3510,0.4005003465560672,"Kevin Huang, CFA",0.3753938211500795,male,CFRA Equity Research,"('MDT', '2020 q1')",0.0
6114,RMD,2020 q1,3510,0.5613133552471993,"Kevin Huang, CFA",0.6170360362329904,male,CFRA Equity Research,"('RMD', '2020 q1')",0.0
6115,SYK,2020 q1,3510,0.6154681272791553,"Kevin Huang, CFA",0.6675098218453125,male,CFRA Equity Research,"('SYK', '2020 q1')",0.0
6116,TFX,2020 q1,3510,0.334930151392048,"Kevin Huang, CFA",0.7645702988808023,male,CFRA Equity Research,"('TFX', '2020 q1')",0.0
6117,VAR,2020 q1,3510,0.7867809530819538,"Kevin Huang, CFA",0.8463003878797616,male,CFRA Equity Research,"('VAR', '2020 q1')",0.0
6118,ZBH,2020 q1,3510,0.5838100215002325,"Kevin Huang, CFA",0.7465706043537703,male,CFRA Equity Research,"('ZBH', '2020 q1')",0.0
6119,ABT,2020 q1,3510,0.5235615316250132,Mr. Matt S. Miksic,0.3023171214417379,male,Credit Suisse,"('ABT', '2020 q1')",0.003739453541735808
6120,BAX,2020 q1,3510,0.6398120565179306,Mr. Matt S. Miksic,0.4737323062946754,male,Credit Suisse,"('BAX', '2020 q1')",0.0
6121,EW,2020 q1,3510,0.6171156816049965,Mr. Matt S. Miksic,0.3187716857879319,male,Credit Suisse,"('EW', '2020 q1')",0.0
6122,MDT,2020 q1,3510,0.4005003465560672,Mr. Matt S. Miksic,0.1878246179455381,male,Credit Suisse,"('MDT', '2020 q1')",0.0
6123,SYK,2020 q1,3510,0.6154681272791553,Mr. Matt S. Miksic,0.6738397424025689,male,Credit Suisse,"('SYK', '2020 q1')",0.0
6124,ZBH,2020 q1,3510,0.5838100215002325,Mr. Matt S. Miksic,0.6460258096085353,male,Credit Suisse,"('ZBH', '2020 q1')",0.0
6125,ABT,2020 q1,3510,0.5235615316250132,Ms. Debbie S. Wang,0.5197069757258267,female,"Morningstar, Inc.","('ABT', '2020 q1')",0.0
6126,DGX,2020 q1,3510,0.7445996701194788,Ms. Debbie S. Wang,0.7700620019158616,female,"Morningstar, Inc.","('DGX', '2020 q1')",0.009010106946031252
6127,DXCM,2020 q1,3510,0.43351421007967,Ms. Debbie S. Wang,0.6259865857277045,female,"Morningstar, Inc.","('DXCM', '2020 q1')",0.0062407448422163725
6128,EW,2020 q1,3510,0.6171156816049965,Ms. Debbie S. Wang,0.5840692344882985,female,"Morningstar, Inc.","('EW', '2020 q1')",0.0
6129,HOLX,2020 q1,3510,0.5970882660475754,Ms. Debbie S. Wang,0.9328702399978516,female,"Morningstar, Inc.","('HOLX', '2020 q1')",0.0
6130,IDXX,2020 q1,3510,0.8984106526367803,Ms. Debbie S. Wang,0.9537106480095512,female,"Morningstar, Inc.","('IDXX', '2020 q1')",0.018927602097392082
6131,LH,2020 q1,3510,0.5527067470053433,Ms. Debbie S. Wang,0.7448842912112416,female,"Morningstar, Inc.","('LH', '2020 q1')",0.0
6132,MDT,2020 q1,3510,0.4005003465560672,Ms. Debbie S. Wang,0.5065746175306322,female,"Morningstar, Inc.","('MDT', '2020 q1')",0.0
6133,SYK,2020 q1,3510,0.6154681272791553,Ms. Debbie S. Wang,0.6640994710318793,female,"Morningstar, Inc.","('SYK', '2020 q1')",0.0
6134,ZBH,2020 q1,3510,0.5838100215002325,Ms. Debbie S. Wang,0.6973809712352843,female,"Morningstar, Inc.","('ZBH', '2020 q1')",0.0
6135,ABT,2020 q1,3510,0.5235615316250132,David R. Lewis,0.2984454436092454,male,Morgan Stanley,"('ABT', '2020 q1')",0.0
6136,ABT,2020 q1,3510,0.5235615316250132,"Kristen Stewart, CFA",0.1400345778788626,female,Barclays,"('ABT', '2020 q1')",0.0
6137,BDX,2020 q1,3510,0.5235358594499794,"Kristen Stewart, CFA",0.2711003679643305,female,Barclays,"('BDX', '2020 q1')",0.020705748349428177
6138,EW,2020 q1,3510,0.6171156816049965,"Kristen Stewart, CFA",0.8007970943933668,female,Barclays,"('EW', '2020 q1')",0.0
6139,MDT,2020 q1,3510,0.4005003465560672,"Kristen Stewart, CFA",0.093419362473681,female,Barclays,"('MDT', '2020 q1')",0.0
6140,TFX,2020 q1,3510,0.334930151392048,"Kristen Stewart, CFA",0.1547865513602919,female,Barclays,"('TFX', '2020 q1')",0.0
6141,ZBH,2020 q1,3510,0.5838100215002325,"Kristen Stewart, CFA",0.2668762125284564,female,Barclays,"('ZBH', '2020 q1')",0.0
6142,ABT,2020 q1,3510,0.5235615316250132,Mr. Christopher Pasquale,0.2239189310811062,male,Guggenheim Securities LLC,"('ABT', '2020 q1')",0.0
6143,COO,2020 q1,3510,0.4142830464579126,Mr. Christopher Pasquale,0.1212112411828538,male,Guggenheim Securities LLC,"('COO', '2020 q1')",0.0
6144,DXCM,2020 q1,3510,0.43351421007967,Mr. Christopher Pasquale,0.1200510904534578,male,Guggenheim Securities LLC,"('DXCM', '2020 q1')",0.013989565894007683
6145,EW,2020 q1,3510,0.6171156816049965,Mr. Christopher Pasquale,0.1721091725104484,male,Guggenheim Securities LLC,"('EW', '2020 q1')",0.0
6146,MDT,2020 q1,3510,0.4005003465560672,Mr. Christopher Pasquale,0.4457060643074793,male,Guggenheim Securities LLC,"('MDT', '2020 q1')",0.0
6147,ZBH,2020 q1,3510,0.5838100215002325,Mr. Christopher Pasquale,0.2648533845029345,male,Guggenheim Securities LLC,"('ZBH', '2020 q1')",0.0
6148,ABT,2020 q1,3510,0.5235615316250132,Lawrence H. Biegelsen,0.2147846913494196,male,"Wells Fargo Securities, LLC","('ABT', '2020 q1')",0.0
6149,BAX,2020 q1,3510,0.6398120565179306,Lawrence H. Biegelsen,0.3341517797129323,male,"Wells Fargo Securities, LLC","('BAX', '2020 q1')",0.0
6150,BDX,2020 q1,3510,0.5235358594499794,Lawrence H. Biegelsen,0.1741405345470688,male,"Wells Fargo Securities, LLC","('BDX', '2020 q1')",0.0
6151,COO,2020 q1,3510,0.4142830464579126,Lawrence H. Biegelsen,0.1265929696358833,male,"Wells Fargo Securities, LLC","('COO', '2020 q1')",0.008901795372366905
6152,ISRG,2020 q1,3510,0.5750698888157318,Lawrence H. Biegelsen,0.3167585992830473,male,"Wells Fargo Securities, LLC","('ISRG', '2020 q1')",0.0
6153,MDT,2020 q1,3510,0.4005003465560672,Lawrence H. Biegelsen,0.0804373022121452,male,"Wells Fargo Securities, LLC","('MDT', '2020 q1')",0.020827382802963257
6154,SYK,2020 q1,3510,0.6154681272791553,Lawrence H. Biegelsen,0.2337505672328009,male,"Wells Fargo Securities, LLC","('SYK', '2020 q1')",0.0
6155,TFX,2020 q1,3510,0.334930151392048,Lawrence H. Biegelsen,0.1067298281295976,male,"Wells Fargo Securities, LLC","('TFX', '2020 q1')",0.0
6156,ZBH,2020 q1,3510,0.5838100215002325,Lawrence H. Biegelsen,0.1446827550408069,male,"Wells Fargo Securities, LLC","('ZBH', '2020 q1')",0.0
6157,ABT,2020 q1,3510,0.5235615316250132,Ms. Andrea Z. Alfonso,0.1943480924606528,female,BTIG,"('ABT', '2020 q1')",0.0
6158,EW,2020 q1,3510,0.6171156816049965,Ms. Andrea Z. Alfonso,0.2008023422453429,female,BTIG,"('EW', '2020 q1')",0.017476676031947136
6159,ABT,2020 q1,3510,0.5235615316250132,Mr. Vijay M. Kumar,0.9160216277159534,male,EVERCORE ISI,"('ABT', '2020 q1')",0.0
6160,BAX,2020 q1,3510,0.6398120565179306,Mr. Vijay M. Kumar,0.6352802186264164,male,EVERCORE ISI,"('BAX', '2020 q1')",0.0
6161,EW,2020 q1,3510,0.6171156816049965,Mr. Vijay M. Kumar,0.5950887119313866,male,EVERCORE ISI,"('EW', '2020 q1')",0.01666666753590107
6162,HOLX,2020 q1,3510,0.5970882660475754,Mr. Vijay M. Kumar,0.5709157595461819,male,EVERCORE ISI,"('HOLX', '2020 q1')",0.01666666753590107
6163,ISRG,2020 q1,3510,0.5750698888157318,Mr. Vijay M. Kumar,0.4493118666546644,male,EVERCORE ISI,"('ISRG', '2020 q1')",0.0
6164,MDT,2020 q1,3510,0.4005003465560672,Mr. Vijay M. Kumar,0.7918141936896765,male,EVERCORE ISI,"('MDT', '2020 q1')",0.0
6165,SYK,2020 q1,3510,0.6154681272791553,Mr. Vijay M. Kumar,0.2971520868400695,male,EVERCORE ISI,"('SYK', '2020 q1')",0.0
6166,VAR,2020 q1,3510,0.7867809530819538,Mr. Vijay M. Kumar,0.6206482570819506,male,EVERCORE ISI,"('VAR', '2020 q1')",0.03333333507180214
6167,ZBH,2020 q1,3510,0.5838100215002325,Mr. Vijay M. Kumar,0.4479317244112815,male,EVERCORE ISI,"('ZBH', '2020 q1')",0.0
6168,ALGN,2020 q1,3510,0.5950469543077654,Mr. Steve Beuchaw,0.2764790260074632,male,Wolfe Research,"('ALGN', '2020 q1')",0.005873063113540411
6169,DHR,2020 q1,3510,0.6670685824890578,Mr. Steve Beuchaw,0.7317565587390208,male,Wolfe Research,"('DHR', '2020 q1')",0.0
6170,HSIC,2020 q1,3510,0.7700016750070778,Mr. Steve Beuchaw,0.4171496102107467,male,Wolfe Research,"('HSIC', '2020 q1')",0.0
6171,XRAY,2020 q1,3510,0.76175819582117,Mr. Steve Beuchaw,0.6097484846109831,male,Wolfe Research,"('XRAY', '2020 q1')",0.0
6172,ALGN,2020 q1,3510,0.5950469543077654,"Christopher C. Cooley, CFA",0.3173826713612728,male,Stephens Inc.,"('ALGN', '2020 q1')",0.0
6173,COO,2020 q1,3510,0.4142830464579126,"Christopher C. Cooley, CFA",0.2295371355887055,male,Stephens Inc.,"('COO', '2020 q1')",0.0
6174,DXCM,2020 q1,3510,0.43351421007967,"Christopher C. Cooley, CFA",0.4615963456778748,male,Stephens Inc.,"('DXCM', '2020 q1')",0.0
6175,TFX,2020 q1,3510,0.334930151392048,"Christopher C. Cooley, CFA",0.1484905082633349,male,Stephens Inc.,"('TFX', '2020 q1')",0.0
6176,ALGN,2020 q1,3510,0.5950469543077654,Ravi Misra,0.5810074228714037,male,Berenberg,"('ALGN', '2020 q1')",0.0
6177,DXCM,2020 q1,3510,0.43351421007967,Ravi Misra,0.315654930650032,male,Berenberg,"('DXCM', '2020 q1')",0.013001135550439358
6178,ALGN,2020 q1,3510,0.5950469543077654,Mr. Matthew O. O'Brien,0.3231920566937586,male,Piper Sandler Companies,"('ALGN', '2020 q1')",0.0
6179,BAX,2020 q1,3510,0.6398120565179306,Mr. Matthew O. O'Brien,0.3270954133220726,male,Piper Sandler Companies,"('BAX', '2020 q1')",0.0
6180,COO,2020 q1,3510,0.4142830464579126,Mr. Matthew O. O'Brien,0.217386617041578,male,Piper Sandler Companies,"('COO', '2020 q1')",0.0
6181,DXCM,2020 q1,3510,0.43351421007967,Mr. Matthew O. O'Brien,0.2629782967461184,male,Piper Sandler Companies,"('DXCM', '2020 q1')",0.0
6182,MDT,2020 q1,3510,0.4005003465560672,Mr. Matthew O. O'Brien,0.1166835416494775,male,Piper Sandler Companies,"('MDT', '2020 q1')",0.0
6183,TFX,2020 q1,3510,0.334930151392048,Mr. Matthew O. O'Brien,0.2258049592116471,male,Piper Sandler Companies,"('TFX', '2020 q1')",0.0
6184,ZBH,2020 q1,3510,0.5838100215002325,Mr. Matthew O. O'Brien,0.2696525299516991,male,Piper Sandler Companies,"('ZBH', '2020 q1')",0.0
6185,ALGN,2020 q1,3510,0.5950469543077654,"John C. Kreger, III",0.215601738307429,male,William Blair & Company,"('ALGN', '2020 q1')",0.0
6186,XRAY,2020 q1,3510,0.76175819582117,"John C. Kreger, III",0.5431255564800117,male,William Blair & Company,"('XRAY', '2020 q1')",0.0
6187,ALGN,2020 q1,3510,0.5950469543077654,"Mr. Damien Conover, CFA",0.826726858511904,male,"Morningstar, Inc.","('ALGN', '2020 q1')",0.0
6188,COO,2020 q1,3510,0.4142830464579126,"Mr. Damien Conover, CFA",0.6904868649851532,male,"Morningstar, Inc.","('COO', '2020 q1')",0.011111111690600714
6189,HCA,2020 q1,3510,0.4357589328223995,"Mr. Damien Conover, CFA",0.5112912153092244,male,"Morningstar, Inc.","('HCA', '2020 q1')",0.0
6190,XRAY,2020 q1,3510,0.76175819582117,"Mr. Damien Conover, CFA",0.6213137710836737,male,"Morningstar, Inc.","('XRAY', '2020 q1')",0.0
6191,ALGN,2020 q1,3510,0.5950469543077654,Mr. Michael Ryskin,0.5764883052603188,male,BofA Global Research,"('ALGN', '2020 q1')",0.03333333507180214
6192,IDXX,2020 q1,3510,0.8984106526367803,Mr. Michael Ryskin,0.8488094348982924,male,BofA Global Research,"('IDXX', '2020 q1')",0.011708217673003674
6193,ALGN,2020 q1,3510,0.5950469543077654,Mr. Brandon Couillard,0.2671485734943142,male,Jefferies,"('ALGN', '2020 q1')",0.0
6194,ALGN,2020 q1,3510,0.5950469543077654,Mr. Dave Keiser,0.2813387010278199,male,Northcoast Research,"('ALGN', '2020 q1')",0.02233886532485485
6195,COO,2020 q1,3510,0.4142830464579126,Mr. Dave Keiser,0.2508066008153304,male,Northcoast Research,"('COO', '2020 q1')",0.0
6196,STE,2020 q1,3510,0.6496196852015421,Mr. Dave Keiser,0.4807124007354928,male,Northcoast Research,"('STE', '2020 q1')",0.0
6197,SYK,2020 q1,3510,0.6154681272791553,Mr. Dave Keiser,0.5190937357013239,male,Northcoast Research,"('SYK', '2020 q1')",0.0
6198,ZBH,2020 q1,3510,0.5838100215002325,Mr. Dave Keiser,0.2619253540128233,male,Northcoast Research,"('ZBH', '2020 q1')",0.0
6199,ANTM,2020 q1,3510,0.550371903212401,"Ms. Julie Utterback, CFA",0.5628169208011282,female,"Morningstar, Inc.","('ANTM', '2020 q1')",0.0
6200,BAX,2020 q1,3510,0.6398120565179306,"Ms. Julie Utterback, CFA",0.7727671798519322,female,"Morningstar, Inc.","('BAX', '2020 q1')",0.0
6201,CI,2020 q1,3510,0.5151828820000914,"Ms. Julie Utterback, CFA",0.4978797608090306,female,"Morningstar, Inc.","('CI', '2020 q1')",0.0
6202,CVS,2020 q1,3510,0.6875912680968005,"Ms. Julie Utterback, CFA",0.6011983629650234,female,"Morningstar, Inc.","('CVS', '2020 q1')",0.0
6203,DHR,2020 q1,3510,0.6670685824890578,"Ms. Julie Utterback, CFA",0.6427725962432806,female,"Morningstar, Inc.","('DHR', '2020 q1')",0.0
6204,DVA,2020 q1,3510,0.7156284097670655,"Ms. Julie Utterback, CFA",0.6374932578820248,female,"Morningstar, Inc.","('DVA', '2020 q1')",0.0
6205,HCA,2020 q1,3510,0.4357589328223995,"Ms. Julie Utterback, CFA",0.5157034934859259,female,"Morningstar, Inc.","('HCA', '2020 q1')",0.0
6206,HUM,2020 q1,3510,0.5710620032491959,"Ms. Julie Utterback, CFA",0.5235306071534781,female,"Morningstar, Inc.","('HUM', '2020 q1')",0.0
6207,UNH,2020 q1,3510,0.6961310663674471,"Ms. Julie Utterback, CFA",0.52305784729165,female,"Morningstar, Inc.","('UNH', '2020 q1')",0.0
6208,ANTM,2020 q1,3510,0.550371903212401,Peter H. Costa,0.1834714511992886,male,"Wells Fargo Securities, LLC","('ANTM', '2020 q1')",0.0
6209,CNC,2020 q1,3510,0.6597157839077501,Peter H. Costa,0.3394023961840812,male,"Wells Fargo Securities, LLC","('CNC', '2020 q1')",0.00828679371625185
6210,ANTM,2020 q1,3510,0.550371903212401,Mr. A.J. Rice,0.2443096160379686,male,Credit Suisse,"('ANTM', '2020 q1')",0.0
6211,CI,2020 q1,3510,0.5151828820000914,Mr. A.J. Rice,0.2056500547887992,male,Credit Suisse,"('CI', '2020 q1')",0.0
6212,CNC,2020 q1,3510,0.6597157839077501,Mr. A.J. Rice,0.3933157427580021,male,Credit Suisse,"('CNC', '2020 q1')",0.0
6213,HCA,2020 q1,3510,0.4357589328223995,Mr. A.J. Rice,0.116380239792913,male,Credit Suisse,"('HCA', '2020 q1')",0.0
6214,HUM,2020 q1,3510,0.5710620032491959,Mr. A.J. Rice,0.3900013858593731,male,Credit Suisse,"('HUM', '2020 q1')",0.0
6215,ANTM,2020 q1,3510,0.550371903212401,Mr. Scott J. Fidel,0.3481850866425712,male,Stephens Inc.,"('ANTM', '2020 q1')",0.0
6216,CI,2020 q1,3510,0.5151828820000914,Mr. Scott J. Fidel,0.2605714021977034,male,Stephens Inc.,"('CI', '2020 q1')",0.0
6217,CNC,2020 q1,3510,0.6597157839077501,Mr. Scott J. Fidel,0.5074720025315359,male,Stephens Inc.,"('CNC', '2020 q1')",0.0
6218,HCA,2020 q1,3510,0.4357589328223995,Mr. Scott J. Fidel,0.3076897155265746,male,Stephens Inc.,"('HCA', '2020 q1')",0.0
6219,HUM,2020 q1,3510,0.5710620032491959,Mr. Scott J. Fidel,0.4209744759731063,male,Stephens Inc.,"('HUM', '2020 q1')",0.0
6220,UHS,2020 q1,3510,0.5537868779826127,Mr. Scott J. Fidel,0.572096288348137,male,Stephens Inc.,"('UHS', '2020 q1')",0.0
6221,ANTM,2020 q1,3510,0.550371903212401,Ms. Sarah E. James,0.3700441835634466,female,Piper Sandler Companies,"('ANTM', '2020 q1')",0.0
6222,CI,2020 q1,3510,0.5151828820000914,Ms. Sarah E. James,0.3047204746080116,female,Piper Sandler Companies,"('CI', '2020 q1')",0.0
6223,CNC,2020 q1,3510,0.6597157839077501,Ms. Sarah E. James,0.8551453092362665,female,Piper Sandler Companies,"('CNC', '2020 q1')",0.0
6224,HCA,2020 q1,3510,0.4357589328223995,Ms. Sarah E. James,0.1579612101047705,female,Piper Sandler Companies,"('HCA', '2020 q1')",0.0
6225,HUM,2020 q1,3510,0.5710620032491959,Ms. Sarah E. James,0.4745527660799896,female,Piper Sandler Companies,"('HUM', '2020 q1')",0.0
6226,UHS,2020 q1,3510,0.5537868779826127,Ms. Sarah E. James,0.3363022057430101,female,Piper Sandler Companies,"('UHS', '2020 q1')",0.013182039372622967
6227,UNH,2020 q1,3510,0.6961310663674471,Ms. Sarah E. James,0.6944072221985871,female,Piper Sandler Companies,"('UNH', '2020 q1')",0.0
6228,ANTM,2020 q1,3510,0.550371903212401,David S. MacDonald,0.2211889066113473,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2020 q1')",0.0
6229,CI,2020 q1,3510,0.5151828820000914,David S. MacDonald,0.1217514570797753,male,SunTrust Robinson Humphrey Capital Markets,"('CI', '2020 q1')",0.012581170536577702
6230,CNC,2020 q1,3510,0.6597157839077501,David S. MacDonald,0.3827853242580439,male,SunTrust Robinson Humphrey Capital Markets,"('CNC', '2020 q1')",0.03781695757061243
6231,DGX,2020 q1,3510,0.7445996701194788,David S. MacDonald,0.618523716164133,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2020 q1')",0.0
6232,DVA,2020 q1,3510,0.7156284097670655,David S. MacDonald,0.5666049574228973,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2020 q1')",0.0
6233,HCA,2020 q1,3510,0.4357589328223995,David S. MacDonald,0.106057373160234,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2020 q1')",0.01682419329881668
6234,LH,2020 q1,3510,0.5527067470053433,David S. MacDonald,0.2655179699042256,male,SunTrust Robinson Humphrey Capital Markets,"('LH', '2020 q1')",0.0
6235,UNH,2020 q1,3510,0.6961310663674471,David S. MacDonald,0.3368972653182079,male,SunTrust Robinson Humphrey Capital Markets,"('UNH', '2020 q1')",0.0
6236,ANTM,2020 q1,3510,0.550371903212401,"Mr. Kevin M. Fischbeck, CFA",0.5005948451903104,male,BofA Global Research,"('ANTM', '2020 q1')",0.03578041804333528
6237,CI,2020 q1,3510,0.5151828820000914,"Mr. Kevin M. Fischbeck, CFA",0.1795110125144001,male,BofA Global Research,"('CI', '2020 q1')",0.0
6238,CNC,2020 q1,3510,0.6597157839077501,"Mr. Kevin M. Fischbeck, CFA",0.383405485389297,male,BofA Global Research,"('CNC', '2020 q1')",0.0
6239,DVA,2020 q1,3510,0.7156284097670655,"Mr. Kevin M. Fischbeck, CFA",0.4085990684714843,male,BofA Global Research,"('DVA', '2020 q1')",0.0165754072368145
6240,HCA,2020 q1,3510,0.4357589328223995,"Mr. Kevin M. Fischbeck, CFA",0.2035561435022325,male,BofA Global Research,"('HCA', '2020 q1')",0.0
6241,HUM,2020 q1,3510,0.5710620032491959,"Mr. Kevin M. Fischbeck, CFA",0.2181444493699413,male,BofA Global Research,"('HUM', '2020 q1')",0.028733152896165848
6242,UHS,2020 q1,3510,0.5537868779826127,"Mr. Kevin M. Fischbeck, CFA",0.5010530394304085,male,BofA Global Research,"('UHS', '2020 q1')",0.012018735520541668
6243,BAX,2020 q1,3510,0.6398120565179306,Ms. Danielle J. Antalffy,0.3967351707444019,female,SVB Leerink,"('BAX', '2020 q1')",0.0
6244,DXCM,2020 q1,3510,0.43351421007967,Ms. Danielle J. Antalffy,0.1507558117767904,female,SVB Leerink,"('DXCM', '2020 q1')",0.0
6245,EW,2020 q1,3510,0.6171156816049965,Ms. Danielle J. Antalffy,0.4351349707529313,female,SVB Leerink,"('EW', '2020 q1')",0.02341698668897152
6246,MDT,2020 q1,3510,0.4005003465560672,Ms. Danielle J. Antalffy,0.1320121404545593,female,SVB Leerink,"('MDT', '2020 q1')",0.0
6247,BAX,2020 q1,3510,0.6398120565179306,"Joshua T. Jennings, MD",0.3651860719509175,male,Cowen and Company,"('BAX', '2020 q1')",0.0
6248,BDX,2020 q1,3510,0.5235358594499794,"Joshua T. Jennings, MD",0.2214666699150927,male,Cowen and Company,"('BDX', '2020 q1')",0.0
6249,MDT,2020 q1,3510,0.4005003465560672,"Joshua T. Jennings, MD",0.0934235804763299,male,Cowen and Company,"('MDT', '2020 q1')",0.0
6250,ZBH,2020 q1,3510,0.5838100215002325,"Joshua T. Jennings, MD",0.2614914823872741,male,Cowen and Company,"('ZBH', '2020 q1')",0.0
6251,BDX,2020 q1,3510,0.5235358594499794,Mr. Richard Newitter,0.2449350919084528,male,SVB Leerink,"('BDX', '2020 q1')",0.0
6252,HOLX,2020 q1,3510,0.5970882660475754,Mr. Richard Newitter,0.2363173020454137,male,SVB Leerink,"('HOLX', '2020 q1')",0.0
6253,ISRG,2020 q1,3510,0.5750698888157318,Mr. Richard Newitter,0.239075911300078,male,SVB Leerink,"('ISRG', '2020 q1')",0.0
6254,SYK,2020 q1,3510,0.6154681272791553,Mr. Richard Newitter,0.2758522864153442,male,SVB Leerink,"('SYK', '2020 q1')",0.0
6255,TFX,2020 q1,3510,0.334930151392048,Mr. Richard Newitter,0.1495812952751961,male,SVB Leerink,"('TFX', '2020 q1')",0.0
6256,ZBH,2020 q1,3510,0.5838100215002325,Mr. Richard Newitter,0.1536291215906146,male,SVB Leerink,"('ZBH', '2020 q1')",0.0
6257,BDX,2020 q1,3510,0.5235358594499794,"Mr. Alex Morozov, CFA",0.7623429491524546,male,"Morningstar, Inc.","('BDX', '2020 q1')",0.0
6258,ISRG,2020 q1,3510,0.5750698888157318,"Mr. Alex Morozov, CFA",0.7164760281718083,male,"Morningstar, Inc.","('ISRG', '2020 q1')",0.0
6259,VAR,2020 q1,3510,0.7867809530819538,"Mr. Alex Morozov, CFA",0.8348053022942922,male,"Morningstar, Inc.","('VAR', '2020 q1')",0.005216117482632399
6260,BDX,2020 q1,3510,0.5235358594499794,"William R. Quirk, CFA",0.3673337063158554,male,Piper Sandler Companies,"('BDX', '2020 q1')",0.0
6261,DGX,2020 q1,3510,0.7445996701194788,"William R. Quirk, CFA",0.4922511714165788,male,Piper Sandler Companies,"('DGX', '2020 q1')",0.0
6262,DHR,2020 q1,3510,0.6670685824890578,"William R. Quirk, CFA",0.4537943085098294,male,Piper Sandler Companies,"('DHR', '2020 q1')",0.0
6263,HOLX,2020 q1,3510,0.5970882660475754,"William R. Quirk, CFA",0.2921934176124002,male,Piper Sandler Companies,"('HOLX', '2020 q1')",0.0
6264,BSX,2020 q1,3510,0.9364723078887728,"Anthony C. Petrone, CFA, CFA",0.9364723078887728,male,Jefferies,"('BSX', '2020 q1')",0.0
6265,COO,2020 q1,3510,0.4142830464579126,"Anthony C. Petrone, CFA, CFA",0.1262004035112889,male,Jefferies,"('COO', '2020 q1')",0.029119348153471947
6266,RMD,2020 q1,3510,0.5613133552471993,"Anthony C. Petrone, CFA, CFA",0.3171157501864138,male,Jefferies,"('RMD', '2020 q1')",0.020678311586380005
6267,VAR,2020 q1,3510,0.7867809530819538,"Anthony C. Petrone, CFA, CFA",0.6548437912141449,male,Jefferies,"('VAR', '2020 q1')",0.0
6268,CERN,2020 q1,3510,0.6096270303249612,Michael Newshel,0.3873059084578808,male,EVERCORE ISI,"('CERN', '2020 q1')",0.0
6269,CNC,2020 q1,3510,0.6597157839077501,Michael Newshel,0.4369304609660382,male,EVERCORE ISI,"('CNC', '2020 q1')",0.0
6270,CVS,2020 q1,3510,0.6875912680968005,Michael Newshel,0.2702307246970528,male,EVERCORE ISI,"('CVS', '2020 q1')",0.0
6271,DGX,2020 q1,3510,0.7445996701194788,Michael Newshel,0.454299917676274,male,EVERCORE ISI,"('DGX', '2020 q1')",0.03333333507180214
6272,HCA,2020 q1,3510,0.4357589328223995,Michael Newshel,0.1221289191075094,male,EVERCORE ISI,"('HCA', '2020 q1')",0.0
6273,CERN,2020 q1,3510,0.6096270303249612,Sean W. Wieland,0.263057048833309,male,Piper Sandler Companies,"('CERN', '2020 q1')",0.0
6274,CERN,2020 q1,3510,0.6096270303249612,Mr. Richard Close,0.3328336976539075,male,Canaccord Genuity,"('CERN', '2020 q1')",0.03733595833182335
6275,CERN,2020 q1,3510,0.6096270303249612,"Mr. Sandy Y. Draper, CFA",0.1759526534482607,male,SunTrust Robinson Humphrey Capital Markets,"('CERN', '2020 q1')",0.006243334151804447
6276,CI,2020 q1,3510,0.5151828820000914,Michael D. Wiederhorn,0.1301029225128127,male,"Oppenheimer & Co., Inc.","('CI', '2020 q1')",0.0
6277,CNC,2020 q1,3510,0.6597157839077501,Michael D. Wiederhorn,0.1901893256990441,male,"Oppenheimer & Co., Inc.","('CNC', '2020 q1')",0.0
6278,CVS,2020 q1,3510,0.6875912680968005,Michael D. Wiederhorn,0.2934425281486486,male,"Oppenheimer & Co., Inc.","('CVS', '2020 q1')",0.0
6279,HCA,2020 q1,3510,0.4357589328223995,Michael D. Wiederhorn,0.1293400659020259,male,"Oppenheimer & Co., Inc.","('HCA', '2020 q1')",0.0
6280,UNH,2020 q1,3510,0.6961310663674471,Michael D. Wiederhorn,0.368209937891058,male,"Oppenheimer & Co., Inc.","('UNH', '2020 q1')",0.0
6281,CI,2020 q1,3510,0.5151828820000914,"Frank G. Morgan, CFA",0.1293803265184217,male,RBC Capital Markets,"('CI', '2020 q1')",0.0
6282,HCA,2020 q1,3510,0.4357589328223995,"Frank G. Morgan, CFA",0.0945382744118221,male,RBC Capital Markets,"('HCA', '2020 q1')",0.0
6283,HUM,2020 q1,3510,0.5710620032491959,"Frank G. Morgan, CFA",0.1537621350221567,male,RBC Capital Markets,"('HUM', '2020 q1')",0.0
6284,UHS,2020 q1,3510,0.5537868779826127,"Frank G. Morgan, CFA",0.290997382166939,male,RBC Capital Markets,"('UHS', '2020 q1')",0.0
6285,CI,2020 q1,3510,0.5151828820000914,Justin Lake,0.6703313398572119,male,Wolfe Research,"('CI', '2020 q1')",0.03333333507180214
6286,CNC,2020 q1,3510,0.6597157839077501,Justin Lake,0.2156207629923297,male,Wolfe Research,"('CNC', '2020 q1')",0.0
6287,CVS,2020 q1,3510,0.6875912680968005,Justin Lake,0.4593853885552978,male,Wolfe Research,"('CVS', '2020 q1')",0.023966055363416672
6288,UNH,2020 q1,3510,0.6961310663674471,Justin Lake,0.4365368519952693,male,Wolfe Research,"('UNH', '2020 q1')",0.027755022048950195
6289,CNC,2020 q1,3510,0.6597157839077501,"David H. Windley, CFA, CPA, CFA",0.3731513787685636,male,Jefferies,"('CNC', '2020 q1')",0.024384118616580963
6290,CNC,2020 q1,3510,0.6597157839077501,Raymond Jarvis,0.4333042935043259,male,CFRA Equity Research,"('CNC', '2020 q1')",0.0
6291,COO,2020 q1,3510,0.4142830464579126,Steven M. Lichtman,0.1508008036519171,male,"Oppenheimer & Co., Inc.","('COO', '2020 q1')",0.0
6292,DXCM,2020 q1,3510,0.43351421007967,Steven M. Lichtman,0.176530523781986,male,"Oppenheimer & Co., Inc.","('DXCM', '2020 q1')",0.0
6293,MDT,2020 q1,3510,0.4005003465560672,Steven M. Lichtman,0.4937263681193814,male,"Oppenheimer & Co., Inc.","('MDT', '2020 q1')",0.0
6294,CVS,2020 q1,3510,0.6875912680968005,Anton Hie,0.2723728706445251,male,RBC Capital Markets,"('CVS', '2020 q1')",0.023235858883708715
6295,DGX,2020 q1,3510,0.7445996701194788,"Mr. Jack Meehan, CFA",0.7802376694823344,male,Barclays,"('DGX', '2020 q1')",0.01918945647776127
6296,LH,2020 q1,3510,0.5527067470053433,"Mr. Jack Meehan, CFA",0.184184090140292,male,Barclays,"('LH', '2020 q1')",0.0
6297,DGX,2020 q1,3510,0.7445996701194788,Paige Meyer,0.7810108216790476,female,CFRA Equity Research,"('DGX', '2020 q1')",0.0
6298,DVA,2020 q1,3510,0.7156284097670655,Paige Meyer,0.6517191618312179,female,CFRA Equity Research,"('DVA', '2020 q1')",0.0
6299,UHS,2020 q1,3510,0.5537868779826127,Paige Meyer,0.6700447378739698,female,CFRA Equity Research,"('UHS', '2020 q1')",0.0
6300,XRAY,2020 q1,3510,0.76175819582117,Paige Meyer,0.8044195203602547,female,CFRA Equity Research,"('XRAY', '2020 q1')",0.0
6301,DGX,2020 q1,3510,0.7445996701194788,Derik De Bruin,0.454299917676274,male,BofA Global Research,"('DGX', '2020 q1')",0.03333333507180214
6302,DHR,2020 q1,3510,0.6670685824890578,Derik De Bruin,0.6401068354492185,male,BofA Global Research,"('DHR', '2020 q1')",0.03333333507180214
6303,LH,2020 q1,3510,0.5527067470053433,Derik De Bruin,0.2577398011218824,male,BofA Global Research,"('LH', '2020 q1')",0.0
6304,DGX,2020 q1,3510,0.7445996701194788,Mr. Daniel L. Leonard,0.5248488324250649,male,"Wells Fargo Securities, LLC","('DGX', '2020 q1')",0.0
6305,DHR,2020 q1,3510,0.6670685824890578,Mr. Daniel L. Leonard,0.3499719771078626,male,"Wells Fargo Securities, LLC","('DHR', '2020 q1')",0.02930440381169319
6306,HOLX,2020 q1,3510,0.5970882660475754,Mr. Daniel L. Leonard,0.2818971421017585,male,"Wells Fargo Securities, LLC","('HOLX', '2020 q1')",0.0
6307,LH,2020 q1,3510,0.5527067470053433,Mr. Daniel L. Leonard,0.2883340669497305,male,"Wells Fargo Securities, LLC","('LH', '2020 q1')",0.0
6308,DHR,2020 q1,3510,0.6670685824890578,Mr. Douglas A. Schenkel,0.7324810604805322,male,Cowen and Company,"('DHR', '2020 q1')",0.0
6309,DHR,2020 q1,3510,0.6670685824890578,"Mr. Deane Dray, CFA",0.2818825182844736,male,RBC Capital Markets,"('DHR', '2020 q1')",0.015516973411043484
6310,DHR,2020 q1,3510,0.6670685824890578,"Mr. Paul R. Knight, CFA",0.3749818793542886,male,Janney Montgomery Scott LLC,"('DHR', '2020 q1')",0.06179978884756565
6311,DVA,2020 q1,3510,0.7156284097670655,Pito Chickering,0.8632282694894704,male,Deutsche Bank,"('DVA', '2020 q1')",0.0
6312,EW,2020 q1,3510,0.6171156816049965,Pito Chickering,0.8906159736733569,male,Deutsche Bank,"('EW', '2020 q1')",0.0
6313,HCA,2020 q1,3510,0.4357589328223995,Pito Chickering,0.6797621871867747,male,Deutsche Bank,"('HCA', '2020 q1')",0.05122615769505501
6314,MDT,2020 q1,3510,0.4005003465560672,Pito Chickering,0.141662657859503,male,Deutsche Bank,"('MDT', '2020 q1')",0.0
6315,SYK,2020 q1,3510,0.6154681272791553,Pito Chickering,0.8608417199181186,male,Deutsche Bank,"('SYK', '2020 q1')",0.0
6316,ZBH,2020 q1,3510,0.5838100215002325,Pito Chickering,0.779885118132616,male,Deutsche Bank,"('ZBH', '2020 q1')",0.0
6317,DXCM,2020 q1,3510,0.43351421007967,Ms. Marie Thibault,0.1673749680522244,female,BTIG,"('DXCM', '2020 q1')",0.0
6318,VAR,2020 q1,3510,0.7867809530819538,Ms. Marie Thibault,0.5270624564364027,female,BTIG,"('VAR', '2020 q1')",0.0
6319,DXCM,2020 q1,3510,0.43351421007967,Mr. Kyle W. Rose,0.0942518744993098,male,Canaccord Genuity,"('DXCM', '2020 q1')",0.043753497302532196
6320,SYK,2020 q1,3510,0.6154681272791553,Mr. Kyle W. Rose,0.1792508747673298,male,Canaccord Genuity,"('SYK', '2020 q1')",0.0
6321,ZBH,2020 q1,3510,0.5838100215002325,Mr. Kyle W. Rose,0.1177048956544727,male,Canaccord Genuity,"('ZBH', '2020 q1')",0.017608636990189552
6322,DXCM,2020 q1,3510,0.43351421007967,Travis Steed,0.2937379305422342,male,BofA Global Research,"('DXCM', '2020 q1')",0.0
6323,DXCM,2020 q1,3510,0.43351421007967,Mr. Ryan Blicker,0.1717793655704682,male,Cowen and Company,"('DXCM', '2020 q1')",0.0072681838646531105
6324,EW,2020 q1,3510,0.6171156816049965,Mr. Adam C. Maeder,0.2914473931210888,male,Piper Sandler Companies,"('EW', '2020 q1')",0.0
6325,EW,2020 q1,3510,0.6171156816049965,Mr. Jason R. Mills,0.1833534889050995,male,Canaccord Genuity,"('EW', '2020 q1')",0.015464143827557564
6326,HCA,2020 q1,3510,0.4357589328223995,"Mr. Ryan S. Daniels, CFA",0.1851194768778518,male,William Blair & Company,"('HCA', '2020 q1')",0.0
6327,LH,2020 q1,3510,0.5527067470053433,"Mr. Ryan S. Daniels, CFA",0.3239718582342919,male,William Blair & Company,"('LH', '2020 q1')",0.0
6328,HOLX,2020 q1,3510,0.5970882660475754,Ms. Ivy Ma,0.4512607353998344,female,BofA Global Research,"('HOLX', '2020 q1')",0.0
6329,HOLX,2020 q1,3510,0.5970882660475754,Ryan Zimmerman,0.2353781776792148,male,BTIG,"('HOLX', '2020 q1')",0.017885172739624977
6330,ISRG,2020 q1,3510,0.5750698888157318,Ryan Zimmerman,0.2170808180741988,male,BTIG,"('ISRG', '2020 q1')",0.0
6331,MDT,2020 q1,3510,0.4005003465560672,Ryan Zimmerman,0.0685753986805477,male,BTIG,"('MDT', '2020 q1')",0.018691854551434517
6332,ZBH,2020 q1,3510,0.5838100215002325,Ryan Zimmerman,0.0908020352283073,male,BTIG,"('ZBH', '2020 q1')",0.015309667214751244
6333,HOLX,2020 q1,3510,0.5970882660475754,"Brian D. Weinstein, CFA",0.3072948815219957,male,William Blair & Company,"('HOLX', '2020 q1')",0.0
6334,HSIC,2020 q1,3510,0.7700016750070778,"Mr. Michael J. Petusky, CFA",0.9552043970250343,male,Barrington Research Associates,"('HSIC', '2020 q1')",0.0
6335,VAR,2020 q1,3510,0.7867809530819538,"Mr. Michael J. Petusky, CFA",0.7757522302786087,male,Barrington Research Associates,"('VAR', '2020 q1')",0.0
6336,XRAY,2020 q1,3510,0.76175819582117,"Mr. Michael J. Petusky, CFA",0.6790092306924338,male,Barrington Research Associates,"('XRAY', '2020 q1')",0.0
6337,HSIC,2020 q1,3510,0.7700016750070778,Mr. Kevin Kedra,0.4570420704426484,male,Gabelli & Company,"('HSIC', '2020 q1')",0.0
6338,IDXX,2020 q1,3510,0.8984106526367803,Mr. David M. Westenberg,0.8872305185207074,male,Guggenheim Securities LLC,"('IDXX', '2020 q1')",0.023335130885243416
6339,ISRG,2020 q1,3510,0.5750698888157318,Imron Zafar,0.4250751892554237,male,Deutsche Bank,"('ISRG', '2020 q1')",0.029780905693769455
6340,MDT,2020 q1,3510,0.4005003465560672,Mr. Robert Marcus,0.2006513269038503,male,JPMorgan,"('MDT', '2020 q1')",0.00509941391646862
6341,MDT,2020 q1,3510,0.4005003465560672,Ms. Akansha Agarwal,0.3752076442480144,female,Crispidea,"('MDT', '2020 q1')",0.0
6342,UNH,2020 q1,3510,0.6961310663674471,Ms. Akansha Agarwal,0.7215289012281589,female,Crispidea,"('UNH', '2020 q1')",0.0
6343,MDT,2020 q1,3510,0.4005003465560672,Ms. Kaila P. Krum,0.1376449355525782,female,SunTrust Robinson Humphrey Capital Markets,"('MDT', '2020 q1')",0.008396994322538376
6344,SYK,2020 q1,3510,0.6154681272791553,Ms. Kaila P. Krum,0.3217123667724887,female,SunTrust Robinson Humphrey Capital Markets,"('SYK', '2020 q1')",0.0
6345,ZBH,2020 q1,3510,0.5838100215002325,Ms. Kaila P. Krum,0.2698664461000926,female,SunTrust Robinson Humphrey Capital Markets,"('ZBH', '2020 q1')",0.012018340639770031
6346,RMD,2020 q1,3510,0.5613133552471993,Ms. Nicolette Quinn,0.6270429569574492,female,"Morningstar, Inc.","('RMD', '2020 q1')",0.0
6347,RMD,2020 q1,3510,0.5613133552471993,Ms. Lyanne Harrison,0.6522539912536025,female,BofA Global Research,"('RMD', '2020 q1')",0.03333333507180214
6348,RMD,2020 q1,3510,0.5613133552471993,Australia Wilson Htm Limited,0.2681733540812539,Not a person,"Auerbach Grayson & Co., Inc.","('RMD', '2020 q1')",0.0
6349,RMD,2020 q1,3510,0.5613133552471993,Mr. Sean M. Laaman,0.3171999699054821,male,Morgan Stanley,"('RMD', '2020 q1')",0.025260187685489655
6350,RMD,2020 q1,3510,0.5613133552471993,Ms. Gretel Janu,0.3720919561198711,female,Credit Suisse,"('RMD', '2020 q1')",0.01033767033368349
6351,STE,2020 q1,3510,0.6496196852015421,Mr. David Turkaly,0.4880985213136321,male,JMP Securities,"('STE', '2020 q1')",0.0
6352,ZBH,2020 q1,3510,0.5838100215002325,Mr. David Turkaly,0.2632028676507897,male,JMP Securities,"('ZBH', '2020 q1')",0.0
6353,STE,2020 q1,3510,0.6496196852015421,daaimon Research,0.6559903102102576,Not a person,daaimon,"('STE', '2020 q1')",0.0
6354,STE,2020 q1,3510,0.6496196852015421,Mr. Aaron Degagne,0.7385804762506442,male,"Morningstar, Inc.","('STE', '2020 q1')",0.0
6355,XRAY,2020 q1,3510,0.76175819582117,"Mr. Yi Chen, PHD",0.5433102286713403,male,"H.C. Wainwright & Co., LLC","('XRAY', '2020 q1')",0.0
6356,ABC,2020 q2,3510,0.6566081714603067,Mr. Michael A. Cherny,0.2049655188550196,male,BofA Global Research,"('ABC', '2020 q2')",0.0
6357,CAH,2020 q2,3510,0.7910143268638072,Mr. Michael A. Cherny,0.4150638980249542,male,BofA Global Research,"('CAH', '2020 q2')",0.01666666753590107
6358,CERN,2020 q2,3510,0.7895323925969628,Mr. Michael A. Cherny,0.3609420164656494,male,BofA Global Research,"('CERN', '2020 q2')",0.0
6359,CVS,2020 q2,3510,0.6584700622642905,Mr. Michael A. Cherny,0.4711564295076278,male,BofA Global Research,"('CVS', '2020 q2')",0.011111111690600714
6360,HSIC,2020 q2,3510,0.7207844791510916,Mr. Michael A. Cherny,0.3326499833946847,male,BofA Global Research,"('HSIC', '2020 q2')",0.0
6361,XRAY,2020 q2,3510,0.8308666425245543,Mr. Michael A. Cherny,0.4554655165629497,male,BofA Global Research,"('XRAY', '2020 q2')",0.0
6362,ABC,2020 q2,3510,0.6566081714603067,Mr. Glen J. Santangelo,0.5123741208478447,male,Guggenheim Securities LLC,"('ABC', '2020 q2')",0.03141067177057266
6363,ALGN,2020 q2,3510,0.6069208335697125,Mr. Glen J. Santangelo,0.8637525718229032,male,Guggenheim Securities LLC,"('ALGN', '2020 q2')",0.0
6364,CAH,2020 q2,3510,0.7910143268638072,Mr. Glen J. Santangelo,0.7095091960573188,male,Guggenheim Securities LLC,"('CAH', '2020 q2')",0.0
6365,HSIC,2020 q2,3510,0.7207844791510916,Mr. Glen J. Santangelo,0.6453119505240912,male,Guggenheim Securities LLC,"('HSIC', '2020 q2')",0.0
6366,ABC,2020 q2,3510,0.6566081714603067,George R. Hill,0.6229562790390598,male,Deutsche Bank,"('ABC', '2020 q2')",0.03333333507180214
6367,ANTM,2020 q2,3510,0.5943232035456166,George R. Hill,0.956078561352442,male,Deutsche Bank,"('ANTM', '2020 q2')",0.0
6368,CAH,2020 q2,3510,0.7910143268638072,George R. Hill,0.956598392510244,male,Deutsche Bank,"('CAH', '2020 q2')",0.0
6369,CERN,2020 q2,3510,0.7895323925969628,George R. Hill,0.9447997022942392,male,Deutsche Bank,"('CERN', '2020 q2')",0.0
6370,CI,2020 q2,3510,0.6400656546864683,George R. Hill,0.9379423484201808,male,Deutsche Bank,"('CI', '2020 q2')",0.0
6371,CNC,2020 q2,3510,0.6538917117676237,George R. Hill,0.6522989475629143,male,Deutsche Bank,"('CNC', '2020 q2')",0.03333333507180214
6372,CVS,2020 q2,3510,0.6584700622642905,George R. Hill,0.938607829975943,male,Deutsche Bank,"('CVS', '2020 q2')",0.0
6373,HUM,2020 q2,3510,0.4948835399175986,George R. Hill,0.6596302568847405,male,Deutsche Bank,"('HUM', '2020 q2')",0.03333333507180214
6374,UNH,2020 q2,3510,0.4940775164021318,George R. Hill,0.9147796775393072,male,Deutsche Bank,"('UNH', '2020 q2')",0.0
6375,ABC,2020 q2,3510,0.6566081714603067,Ms. Ricky R. Goldwasser,0.479514405352734,female,Morgan Stanley,"('ABC', '2020 q2')",0.0
6376,ANTM,2020 q2,3510,0.5943232035456166,Ms. Ricky R. Goldwasser,0.5064438195232288,female,Morgan Stanley,"('ANTM', '2020 q2')",0.0
6377,CAH,2020 q2,3510,0.7910143268638072,Ms. Ricky R. Goldwasser,0.5057471879952284,female,Morgan Stanley,"('CAH', '2020 q2')",0.0
6378,CERN,2020 q2,3510,0.7895323925969628,Ms. Ricky R. Goldwasser,0.5892829032837823,female,Morgan Stanley,"('CERN', '2020 q2')",0.0
6379,CVS,2020 q2,3510,0.6584700622642905,Ms. Ricky R. Goldwasser,0.3598084392187013,female,Morgan Stanley,"('CVS', '2020 q2')",0.019199365749955177
6380,DGX,2020 q2,3510,0.556496080377601,Ms. Ricky R. Goldwasser,0.6741587739943198,female,Morgan Stanley,"('DGX', '2020 q2')",0.0
6381,UNH,2020 q2,3510,0.4940775164021318,Ms. Ricky R. Goldwasser,0.2626671513308097,female,Morgan Stanley,"('UNH', '2020 q2')",0.0
6382,ABC,2020 q2,3510,0.6566081714603067,Mr. Jailendra P. Singh,0.4859795113968228,male,Credit Suisse,"('ABC', '2020 q2')",0.005814576055854559
6383,CAH,2020 q2,3510,0.7910143268638072,Mr. Jailendra P. Singh,0.4956681297152811,male,Credit Suisse,"('CAH', '2020 q2')",0.0
6384,ABC,2020 q2,3510,0.6566081714603067,Mr. Steve Valiquette,0.6484963915340597,male,Barclays,"('ABC', '2020 q2')",0.0
6385,ANTM,2020 q2,3510,0.5943232035456166,Mr. Steve Valiquette,0.2377936032118902,male,Barclays,"('ANTM', '2020 q2')",0.0
6386,CAH,2020 q2,3510,0.7910143268638072,Mr. Steve Valiquette,0.642748555914894,male,Barclays,"('CAH', '2020 q2')",0.0
6387,CERN,2020 q2,3510,0.7895323925969628,Mr. Steve Valiquette,0.557701565678908,male,Barclays,"('CERN', '2020 q2')",0.0
6388,CI,2020 q2,3510,0.6400656546864683,Mr. Steve Valiquette,0.4759417526097054,male,Barclays,"('CI', '2020 q2')",0.0
6389,CNC,2020 q2,3510,0.6538917117676237,Mr. Steve Valiquette,0.7789777291966133,male,Barclays,"('CNC', '2020 q2')",0.0
6390,DVA,2020 q2,3510,0.7327604922367843,Mr. Steve Valiquette,0.5923141366360098,male,Barclays,"('DVA', '2020 q2')",0.012034616433084011
6391,HCA,2020 q2,3510,0.370999128822473,Mr. Steve Valiquette,0.5651689618219532,male,Barclays,"('HCA', '2020 q2')",0.006368987262248993
6392,HSIC,2020 q2,3510,0.7207844791510916,Mr. Steve Valiquette,0.555160907288696,male,Barclays,"('HSIC', '2020 q2')",0.0
6393,HUM,2020 q2,3510,0.4948835399175986,Mr. Steve Valiquette,0.7539826676751583,male,Barclays,"('HUM', '2020 q2')",0.0
6394,UHS,2020 q2,3510,0.6788824870674572,Mr. Steve Valiquette,0.6971640611752725,male,Barclays,"('UHS', '2020 q2')",0.0
6395,XRAY,2020 q2,3510,0.8308666425245543,Mr. Steve Valiquette,0.6342241011523624,male,Barclays,"('XRAY', '2020 q2')",0.0
6396,ABC,2020 q2,3510,0.6566081714603067,Ms. Soo Romanoff,0.6988239179959846,female,"Morningstar, Inc.","('ABC', '2020 q2')",0.0
6397,ALGN,2020 q2,3510,0.6069208335697125,Ms. Soo Romanoff,0.8701412644791603,female,"Morningstar, Inc.","('ALGN', '2020 q2')",0.0
6398,CAH,2020 q2,3510,0.7910143268638072,Ms. Soo Romanoff,0.8895495861019113,female,"Morningstar, Inc.","('CAH', '2020 q2')",0.0
6399,CERN,2020 q2,3510,0.7895323925969628,Ms. Soo Romanoff,0.7719307958141981,female,"Morningstar, Inc.","('CERN', '2020 q2')",0.0
6400,HSIC,2020 q2,3510,0.7207844791510916,Ms. Soo Romanoff,0.8541271533874376,female,"Morningstar, Inc.","('HSIC', '2020 q2')",0.0
6401,XRAY,2020 q2,3510,0.8308666425245543,Ms. Soo Romanoff,0.8990226515043103,female,"Morningstar, Inc.","('XRAY', '2020 q2')",0.0
6402,ABC,2020 q2,3510,0.6566081714603067,Sel Hardy,0.6873662162397463,female,CFRA Equity Research,"('ABC', '2020 q2')",0.0
6403,ANTM,2020 q2,3510,0.5943232035456166,Sel Hardy,0.5492608669174207,female,CFRA Equity Research,"('ANTM', '2020 q2')",0.0
6404,CAH,2020 q2,3510,0.7910143268638072,Sel Hardy,0.742862574428554,female,CFRA Equity Research,"('CAH', '2020 q2')",0.0
6405,CI,2020 q2,3510,0.6400656546864683,Sel Hardy,0.5887377508628631,female,CFRA Equity Research,"('CI', '2020 q2')",0.0
6406,CNC,2020 q2,3510,0.6538917117676237,Sel Hardy,0.5950724833878414,female,CFRA Equity Research,"('CNC', '2020 q2')",0.0
6407,HSIC,2020 q2,3510,0.7207844791510916,Sel Hardy,0.8121212999844126,female,CFRA Equity Research,"('HSIC', '2020 q2')",0.0
6408,HUM,2020 q2,3510,0.4948835399175986,Sel Hardy,0.4317703602548327,female,CFRA Equity Research,"('HUM', '2020 q2')",0.0
6409,UNH,2020 q2,3510,0.4940775164021318,Sel Hardy,0.5358627752608254,female,CFRA Equity Research,"('UNH', '2020 q2')",0.0
6410,ABC,2020 q2,3510,0.6566081714603067,Stephen Baxter,0.364049832488465,male,Wolfe Research,"('ABC', '2020 q2')",0.0
6411,DGX,2020 q2,3510,0.556496080377601,Stephen Baxter,0.1714897474413357,male,Wolfe Research,"('DGX', '2020 q2')",0.0
6412,ABT,2020 q2,3510,0.4051890480401753,"Joshua T. Jennings, MD",0.150502821869061,male,Cowen and Company,"('ABT', '2020 q2')",0.0
6413,BAX,2020 q2,3510,0.5983064888634949,"Joshua T. Jennings, MD",0.2953285342102681,male,Cowen and Company,"('BAX', '2020 q2')",0.0
6414,EW,2020 q2,3510,0.4116175406677675,"Joshua T. Jennings, MD",0.1390885531900917,male,Cowen and Company,"('EW', '2020 q2')",0.01111822109669447
6415,MDT,2020 q2,3510,0.3394159011945006,"Joshua T. Jennings, MD",0.2533867433780231,male,Cowen and Company,"('MDT', '2020 q2')",0.0
6416,SYK,2020 q2,3510,0.5292181607194003,"Joshua T. Jennings, MD",0.1867581866898778,male,Cowen and Company,"('SYK', '2020 q2')",0.0
6417,ZBH,2020 q2,3510,0.5227249485407706,"Joshua T. Jennings, MD",0.8497369985550203,male,Cowen and Company,"('ZBH', '2020 q2')",0.0
6418,ABT,2020 q2,3510,0.4051890480401753,David R. Lewis,0.2789934579761972,male,Morgan Stanley,"('ABT', '2020 q2')",0.0
6419,ABT,2020 q2,3510,0.4051890480401753,Ms. Debbie S. Wang,0.551587177395585,female,"Morningstar, Inc.","('ABT', '2020 q2')",0.0
6420,DGX,2020 q2,3510,0.556496080377601,Ms. Debbie S. Wang,0.686792728387578,female,"Morningstar, Inc.","('DGX', '2020 q2')",0.0058332035938898725
6421,DXCM,2020 q2,3510,0.4090914330600935,Ms. Debbie S. Wang,0.6187123117979425,female,"Morningstar, Inc.","('DXCM', '2020 q2')",0.0
6422,EW,2020 q2,3510,0.4116175406677675,Ms. Debbie S. Wang,0.5597699448704647,female,"Morningstar, Inc.","('EW', '2020 q2')",0.0
6423,HOLX,2020 q2,3510,0.5667695193819218,Ms. Debbie S. Wang,0.819112797637874,female,"Morningstar, Inc.","('HOLX', '2020 q2')",0.01666666753590107
6424,IDXX,2020 q2,3510,0.8999058167797653,Ms. Debbie S. Wang,0.8551619750138825,female,"Morningstar, Inc.","('IDXX', '2020 q2')",0.0
6425,LH,2020 q2,3510,0.7269837648023186,Ms. Debbie S. Wang,0.6914786052930961,female,"Morningstar, Inc.","('LH', '2020 q2')",0.0
6426,MDT,2020 q2,3510,0.3394159011945006,Ms. Debbie S. Wang,0.650001186547991,female,"Morningstar, Inc.","('MDT', '2020 q2')",0.0
6427,SYK,2020 q2,3510,0.5292181607194003,Ms. Debbie S. Wang,0.649499548491681,female,"Morningstar, Inc.","('SYK', '2020 q2')",0.0
6428,ZBH,2020 q2,3510,0.5227249485407706,Ms. Debbie S. Wang,0.6891568950547907,female,"Morningstar, Inc.","('ZBH', '2020 q2')",0.0
6429,ABT,2020 q2,3510,0.4051890480401753,Ms. Danielle J. Antalffy,0.1985069340781478,female,SVB Leerink,"('ABT', '2020 q2')",0.0
6430,BAX,2020 q2,3510,0.5983064888634949,Ms. Danielle J. Antalffy,0.3003371376472421,female,SVB Leerink,"('BAX', '2020 q2')",0.0
6431,DXCM,2020 q2,3510,0.4090914330600935,Ms. Danielle J. Antalffy,0.2134982705694331,female,SVB Leerink,"('DXCM', '2020 q2')",0.0
6432,EW,2020 q2,3510,0.4116175406677675,Ms. Danielle J. Antalffy,0.1729592007743611,female,SVB Leerink,"('EW', '2020 q2')",0.007847721688449383
6433,ABT,2020 q2,3510,0.4051890480401753,Ms. Margaret Kaczor,0.1080111827714933,female,William Blair & Company,"('ABT', '2020 q2')",0.0
6434,MDT,2020 q2,3510,0.3394159011945006,Ms. Margaret Kaczor,0.1686455438353547,female,William Blair & Company,"('MDT', '2020 q2')",0.013154617510735989
6435,ABT,2020 q2,3510,0.4051890480401753,Ms. Marie Thibault,0.1476048761396373,female,BTIG,"('ABT', '2020 q2')",0.0
6436,ABT,2020 q2,3510,0.4051890480401753,Mr. Matthew O. O'Brien,0.1759501215914189,male,Piper Sandler Companies,"('ABT', '2020 q2')",0.0
6437,ALGN,2020 q2,3510,0.6069208335697125,Mr. Matthew O. O'Brien,0.2858316900963051,male,Piper Sandler Companies,"('ALGN', '2020 q2')",0.012319844216108322
6438,BAX,2020 q2,3510,0.5983064888634949,Mr. Matthew O. O'Brien,0.2783858366476093,male,Piper Sandler Companies,"('BAX', '2020 q2')",0.0
6439,DXCM,2020 q2,3510,0.4090914330600935,Mr. Matthew O. O'Brien,0.1360188199745158,male,Piper Sandler Companies,"('DXCM', '2020 q2')",0.0
6440,MDT,2020 q2,3510,0.3394159011945006,Mr. Matthew O. O'Brien,0.1369205831197455,male,Piper Sandler Companies,"('MDT', '2020 q2')",0.0
6441,TFX,2020 q2,3510,0.3893215189214614,Mr. Matthew O. O'Brien,0.2572595377496419,male,Piper Sandler Companies,"('TFX', '2020 q2')",0.0
6442,ABT,2020 q2,3510,0.4051890480401753,Lawrence H. Biegelsen,0.1687260471940876,male,"Wells Fargo Securities, LLC","('ABT', '2020 q2')",0.010500065051019192
6443,BAX,2020 q2,3510,0.5983064888634949,Lawrence H. Biegelsen,0.2346217690155644,male,"Wells Fargo Securities, LLC","('BAX', '2020 q2')",0.014000993221998215
6444,BDX,2020 q2,3510,0.7539266451762092,Lawrence H. Biegelsen,0.3763194577590077,male,"Wells Fargo Securities, LLC","('BDX', '2020 q2')",0.0
6445,COO,2020 q2,3510,0.2680296550679837,Lawrence H. Biegelsen,0.2680296550679837,male,"Wells Fargo Securities, LLC","('COO', '2020 q2')",0.0
6446,DXCM,2020 q2,3510,0.4090914330600935,Lawrence H. Biegelsen,0.2245020551086089,male,"Wells Fargo Securities, LLC","('DXCM', '2020 q2')",0.02465997077524662
6447,EW,2020 q2,3510,0.4116175406677675,Lawrence H. Biegelsen,0.1368146192576737,male,"Wells Fargo Securities, LLC","('EW', '2020 q2')",0.004145402150849502
6448,ISRG,2020 q2,3510,0.6072766889051315,Lawrence H. Biegelsen,0.2680783954204092,male,"Wells Fargo Securities, LLC","('ISRG', '2020 q2')",0.0
6449,MDT,2020 q2,3510,0.3394159011945006,Lawrence H. Biegelsen,0.0970840125078506,male,"Wells Fargo Securities, LLC","('MDT', '2020 q2')",0.0
6450,SYK,2020 q2,3510,0.5292181607194003,Lawrence H. Biegelsen,0.2151282979218729,male,"Wells Fargo Securities, LLC","('SYK', '2020 q2')",0.0
6451,TFX,2020 q2,3510,0.3893215189214614,Lawrence H. Biegelsen,0.2011327329994325,male,"Wells Fargo Securities, LLC","('TFX', '2020 q2')",0.0
6452,ZBH,2020 q2,3510,0.5227249485407706,Lawrence H. Biegelsen,0.1744775834574425,male,"Wells Fargo Securities, LLC","('ZBH', '2020 q2')",0.0
6453,ABT,2020 q2,3510,0.4051890480401753,European Pharma Team,0.5059273071469612,Not a person,Credit Suisse,"('ABT', '2020 q2')",0.0374324731528759
6454,ABT,2020 q2,3510,0.4051890480401753,"Kristen Stewart, CFA",0.3158917028775099,female,Barclays,"('ABT', '2020 q2')",0.01444923784583807
6455,BAX,2020 q2,3510,0.5983064888634949,"Kristen Stewart, CFA",0.3532271019781379,female,Barclays,"('BAX', '2020 q2')",0.0
6456,EW,2020 q2,3510,0.4116175406677675,"Kristen Stewart, CFA",0.1619527135717578,female,Barclays,"('EW', '2020 q2')",0.023130178451538086
6457,ABT,2020 q2,3510,0.4051890480401753,Mr. Matt S. Miksic,0.2432672455264027,male,Credit Suisse,"('ABT', '2020 q2')",0.0
6458,BAX,2020 q2,3510,0.5983064888634949,Mr. Matt S. Miksic,0.3293625974841154,male,Credit Suisse,"('BAX', '2020 q2')",0.0
6459,EW,2020 q2,3510,0.4116175406677675,Mr. Matt S. Miksic,0.2220363628508779,male,Credit Suisse,"('EW', '2020 q2')",0.0
6460,MDT,2020 q2,3510,0.3394159011945006,Mr. Matt S. Miksic,0.1715090498558272,male,Credit Suisse,"('MDT', '2020 q2')",0.0
6461,SYK,2020 q2,3510,0.5292181607194003,Mr. Matt S. Miksic,0.4345842623138226,male,Credit Suisse,"('SYK', '2020 q2')",0.0
6462,ZBH,2020 q2,3510,0.5227249485407706,Mr. Matt S. Miksic,0.4604216704564216,male,Credit Suisse,"('ZBH', '2020 q2')",0.0
6463,ABT,2020 q2,3510,0.4051890480401753,"Kevin Huang, CFA",0.6258775891926327,male,CFRA Equity Research,"('ABT', '2020 q2')",0.0
6464,ALGN,2020 q2,3510,0.6069208335697125,"Kevin Huang, CFA",0.7715156619321932,male,CFRA Equity Research,"('ALGN', '2020 q2')",0.0
6465,BAX,2020 q2,3510,0.5983064888634949,"Kevin Huang, CFA",0.7652254472805408,male,CFRA Equity Research,"('BAX', '2020 q2')",0.0
6466,BDX,2020 q2,3510,0.7539266451762092,"Kevin Huang, CFA",0.7783087863471525,male,CFRA Equity Research,"('BDX', '2020 q2')",0.0
6467,BSX,2020 q2,3510,0.0,"Kevin Huang, CFA",,male,CFRA Equity Research,"('BSX', '2020 q2')",0.0
6468,CERN,2020 q2,3510,0.7895323925969628,"Kevin Huang, CFA",0.7304243091081505,male,CFRA Equity Research,"('CERN', '2020 q2')",0.0
6469,CVS,2020 q2,3510,0.6584700622642905,"Kevin Huang, CFA",0.6583039032716913,male,CFRA Equity Research,"('CVS', '2020 q2')",0.0
6470,DHR,2020 q2,3510,0.7749234275123682,"Kevin Huang, CFA",0.7651197272156751,male,CFRA Equity Research,"('DHR', '2020 q2')",0.0
6471,DXCM,2020 q2,3510,0.4090914330600935,"Kevin Huang, CFA",0.6920575907577955,male,CFRA Equity Research,"('DXCM', '2020 q2')",0.0
6472,EW,2020 q2,3510,0.4116175406677675,"Kevin Huang, CFA",0.5656729208421737,male,CFRA Equity Research,"('EW', '2020 q2')",0.0
6473,HCA,2020 q2,3510,0.370999128822473,"Kevin Huang, CFA",0.6465770837277849,male,CFRA Equity Research,"('HCA', '2020 q2')",0.018213261539737385
6474,HOLX,2020 q2,3510,0.5667695193819218,"Kevin Huang, CFA",0.8027664085905057,male,CFRA Equity Research,"('HOLX', '2020 q2')",0.0
6475,IDXX,2020 q2,3510,0.8999058167797653,"Kevin Huang, CFA",0.8709779148874626,male,CFRA Equity Research,"('IDXX', '2020 q2')",0.012442185310646892
6476,ISRG,2020 q2,3510,0.6072766889051315,"Kevin Huang, CFA",0.7433673607056049,male,CFRA Equity Research,"('ISRG', '2020 q2')",0.0
6477,LH,2020 q2,3510,0.7269837648023186,"Kevin Huang, CFA",0.7195894636887057,male,CFRA Equity Research,"('LH', '2020 q2')",0.0
6478,MDT,2020 q2,3510,0.3394159011945006,"Kevin Huang, CFA",0.4878587919896075,male,CFRA Equity Research,"('MDT', '2020 q2')",0.0
6479,RMD,2020 q2,3510,0.6191207832350714,"Kevin Huang, CFA",0.6883955799625721,male,CFRA Equity Research,"('RMD', '2020 q2')",0.0
6480,SYK,2020 q2,3510,0.5292181607194003,"Kevin Huang, CFA",0.6867026410220364,male,CFRA Equity Research,"('SYK', '2020 q2')",0.0
6481,TFX,2020 q2,3510,0.3893215189214614,"Kevin Huang, CFA",0.6862274963508549,male,CFRA Equity Research,"('TFX', '2020 q2')",0.0
6482,VAR,2020 q2,3510,0.8140658336137191,"Kevin Huang, CFA",0.8720689558633395,male,CFRA Equity Research,"('VAR', '2020 q2')",0.0
6483,ZBH,2020 q2,3510,0.5227249485407706,"Kevin Huang, CFA",0.7385577191267976,male,CFRA Equity Research,"('ZBH', '2020 q2')",0.0
6484,ABT,2020 q2,3510,0.4051890480401753,Mr. Christopher Pasquale,0.1398685341027387,male,Guggenheim Securities LLC,"('ABT', '2020 q2')",0.025354282464832067
6485,DXCM,2020 q2,3510,0.4090914330600935,Mr. Christopher Pasquale,0.1097557974194123,male,Guggenheim Securities LLC,"('DXCM', '2020 q2')",0.011605310253798962
6486,EW,2020 q2,3510,0.4116175406677675,Mr. Christopher Pasquale,0.1568364386334619,male,Guggenheim Securities LLC,"('EW', '2020 q2')",0.0
6487,MDT,2020 q2,3510,0.3394159011945006,Mr. Christopher Pasquale,0.173619208675299,male,Guggenheim Securities LLC,"('MDT', '2020 q2')",0.0
6488,ZBH,2020 q2,3510,0.5227249485407706,Mr. Christopher Pasquale,0.2540791138943313,male,Guggenheim Securities LLC,"('ZBH', '2020 q2')",0.005179824773222208
6489,ABT,2020 q2,3510,0.4051890480401753,Mr. Raj S. Denhoy,0.1234978485408354,male,Jefferies,"('ABT', '2020 q2')",0.0
6490,ZBH,2020 q2,3510,0.5227249485407706,Mr. Raj S. Denhoy,0.1931688366952038,male,Jefferies,"('ZBH', '2020 q2')",0.0
6491,ALGN,2020 q2,3510,0.6069208335697125,Mr. Brandon Couillard,0.1750583927362783,male,Jefferies,"('ALGN', '2020 q2')",0.0
6492,BDX,2020 q2,3510,0.7539266451762092,Mr. Brandon Couillard,0.6322339069278481,male,Jefferies,"('BDX', '2020 q2')",0.0
6493,HSIC,2020 q2,3510,0.7207844791510916,Mr. Brandon Couillard,0.4120326890525517,male,Jefferies,"('HSIC', '2020 q2')",0.0
6494,ALGN,2020 q2,3510,0.6069208335697125,"Christopher C. Cooley, CFA",0.3207776747955404,male,Stephens Inc.,"('ALGN', '2020 q2')",0.0
6495,DXCM,2020 q2,3510,0.4090914330600935,"Christopher C. Cooley, CFA",0.270925445818273,male,Stephens Inc.,"('DXCM', '2020 q2')",0.0
6496,TFX,2020 q2,3510,0.3893215189214614,"Christopher C. Cooley, CFA",0.2127851516732841,male,Stephens Inc.,"('TFX', '2020 q2')",0.0
6497,ALGN,2020 q2,3510,0.6069208335697125,Ms. Elizabeth Anderson,0.3049661307773344,female,EVERCORE ISI,"('ALGN', '2020 q2')",0.0
6498,CAH,2020 q2,3510,0.7910143268638072,Ms. Elizabeth Anderson,0.4584383189066252,female,EVERCORE ISI,"('CAH', '2020 q2')",0.0
6499,XRAY,2020 q2,3510,0.8308666425245543,Ms. Elizabeth Anderson,0.688680853095054,female,EVERCORE ISI,"('XRAY', '2020 q2')",0.0
6500,ALGN,2020 q2,3510,0.6069208335697125,Ms. Erin E. Wright,0.2826680766951275,female,Credit Suisse,"('ALGN', '2020 q2')",0.0
6501,DGX,2020 q2,3510,0.556496080377601,Ms. Erin E. Wright,0.2092312802453691,female,Credit Suisse,"('DGX', '2020 q2')",0.013092929497361183
6502,DHR,2020 q2,3510,0.7749234275123682,Ms. Erin E. Wright,0.4994741310282585,female,Credit Suisse,"('DHR', '2020 q2')",0.0
6503,ALGN,2020 q2,3510,0.6069208335697125,Ravi Misra,0.5724472186418303,male,Berenberg,"('ALGN', '2020 q2')",0.0
6504,ALGN,2020 q2,3510,0.6069208335697125,"John C. Kreger, III",0.3302887109794851,male,William Blair & Company,"('ALGN', '2020 q2')",0.0
6505,HSIC,2020 q2,3510,0.7207844791510916,"John C. Kreger, III",0.4762968053998148,male,William Blair & Company,"('HSIC', '2020 q2')",0.0
6506,XRAY,2020 q2,3510,0.8308666425245543,"John C. Kreger, III",0.8185793385484933,male,William Blair & Company,"('XRAY', '2020 q2')",0.0
6507,ALGN,2020 q2,3510,0.6069208335697125,Mr. Richard Newitter,0.1907377759101735,male,SVB Leerink,"('ALGN', '2020 q2')",0.0
6508,HOLX,2020 q2,3510,0.5667695193819218,Mr. Richard Newitter,0.2523926807011998,male,SVB Leerink,"('HOLX', '2020 q2')",0.0
6509,ISRG,2020 q2,3510,0.6072766889051315,Mr. Richard Newitter,0.2787440532880337,male,SVB Leerink,"('ISRG', '2020 q2')",0.0
6510,SYK,2020 q2,3510,0.5292181607194003,Mr. Richard Newitter,0.2656175434214656,male,SVB Leerink,"('SYK', '2020 q2')",0.0
6511,ANTM,2020 q2,3510,0.5943232035456166,Mr. Charles Rhyee,0.1585381104249708,male,Cowen and Company,"('ANTM', '2020 q2')",0.0
6512,CAH,2020 q2,3510,0.7910143268638072,Mr. Charles Rhyee,0.4012556584309733,male,Cowen and Company,"('CAH', '2020 q2')",0.0
6513,CERN,2020 q2,3510,0.7895323925969628,Mr. Charles Rhyee,0.6144885022085458,male,Cowen and Company,"('CERN', '2020 q2')",0.03333333507180214
6514,CI,2020 q2,3510,0.6400656546864683,Mr. Charles Rhyee,0.256643986447138,male,Cowen and Company,"('CI', '2020 q2')",0.0
6515,CNC,2020 q2,3510,0.6538917117676237,Mr. Charles Rhyee,0.310285925290074,male,Cowen and Company,"('CNC', '2020 q2')",0.0
6516,CVS,2020 q2,3510,0.6584700622642905,Mr. Charles Rhyee,0.2327614578777952,male,Cowen and Company,"('CVS', '2020 q2')",0.0
6517,HUM,2020 q2,3510,0.4948835399175986,Mr. Charles Rhyee,0.1286343095328726,male,Cowen and Company,"('HUM', '2020 q2')",0.0
6518,UNH,2020 q2,3510,0.4940775164021318,Mr. Charles Rhyee,0.1214359122287378,male,Cowen and Company,"('UNH', '2020 q2')",0.0
6519,ANTM,2020 q2,3510,0.5943232035456166,"Ms. Julie Utterback, CFA",0.5480421170612905,female,"Morningstar, Inc.","('ANTM', '2020 q2')",0.0
6520,BAX,2020 q2,3510,0.5983064888634949,"Ms. Julie Utterback, CFA",0.7084782781151572,female,"Morningstar, Inc.","('BAX', '2020 q2')",0.0
6521,CI,2020 q2,3510,0.6400656546864683,"Ms. Julie Utterback, CFA",0.6314750216364386,female,"Morningstar, Inc.","('CI', '2020 q2')",0.0
6522,CNC,2020 q2,3510,0.6538917117676237,"Ms. Julie Utterback, CFA",0.5777351865434938,female,"Morningstar, Inc.","('CNC', '2020 q2')",0.0
6523,CVS,2020 q2,3510,0.6584700622642905,"Ms. Julie Utterback, CFA",0.7072126085042622,female,"Morningstar, Inc.","('CVS', '2020 q2')",0.0
6524,DHR,2020 q2,3510,0.7749234275123682,"Ms. Julie Utterback, CFA",0.6831117104618316,female,"Morningstar, Inc.","('DHR', '2020 q2')",0.0
6525,DVA,2020 q2,3510,0.7327604922367843,"Ms. Julie Utterback, CFA",0.9345585911066993,female,"Morningstar, Inc.","('DVA', '2020 q2')",0.007226156070828438
6526,HCA,2020 q2,3510,0.370999128822473,"Ms. Julie Utterback, CFA",0.5849999277123255,female,"Morningstar, Inc.","('HCA', '2020 q2')",0.0
6527,HUM,2020 q2,3510,0.4948835399175986,"Ms. Julie Utterback, CFA",0.4752658230942793,female,"Morningstar, Inc.","('HUM', '2020 q2')",0.0
6528,UNH,2020 q2,3510,0.4940775164021318,"Ms. Julie Utterback, CFA",0.4544342662776056,female,"Morningstar, Inc.","('UNH', '2020 q2')",0.0
6529,ANTM,2020 q2,3510,0.5943232035456166,"David H. Windley, CFA, CPA, CFA",0.2991412972676935,male,Jefferies,"('ANTM', '2020 q2')",0.0
6530,ANTM,2020 q2,3510,0.5943232035456166,Mr. Scott J. Fidel,0.4237801262685219,male,Stephens Inc.,"('ANTM', '2020 q2')",0.0
6531,CI,2020 q2,3510,0.6400656546864683,Mr. Scott J. Fidel,0.4846754534030519,male,Stephens Inc.,"('CI', '2020 q2')",0.0
6532,HCA,2020 q2,3510,0.370999128822473,Mr. Scott J. Fidel,0.2670791729039384,male,Stephens Inc.,"('HCA', '2020 q2')",0.0
6533,HUM,2020 q2,3510,0.4948835399175986,Mr. Scott J. Fidel,0.3170709684161124,male,Stephens Inc.,"('HUM', '2020 q2')",0.0
6534,UHS,2020 q2,3510,0.6788824870674572,Mr. Scott J. Fidel,0.4300190445556329,male,Stephens Inc.,"('UHS', '2020 q2')",0.0
6535,ANTM,2020 q2,3510,0.5943232035456166,David S. MacDonald,0.4058427328298136,male,SunTrust Robinson Humphrey Capital Markets,"('ANTM', '2020 q2')",0.0
6536,DGX,2020 q2,3510,0.556496080377601,David S. MacDonald,0.1362127296135604,male,SunTrust Robinson Humphrey Capital Markets,"('DGX', '2020 q2')",0.0
6537,DVA,2020 q2,3510,0.7327604922367843,David S. MacDonald,0.3993906696793421,male,SunTrust Robinson Humphrey Capital Markets,"('DVA', '2020 q2')",0.028165170922875404
6538,HCA,2020 q2,3510,0.370999128822473,David S. MacDonald,0.1415533804855198,male,SunTrust Robinson Humphrey Capital Markets,"('HCA', '2020 q2')",0.03235357627272606
6539,UNH,2020 q2,3510,0.4940775164021318,David S. MacDonald,0.3154252997772402,male,SunTrust Robinson Humphrey Capital Markets,"('UNH', '2020 q2')",0.0
6540,ANTM,2020 q2,3510,0.5943232035456166,"Mr. Kevin M. Fischbeck, CFA",0.5174454053459786,male,BofA Global Research,"('ANTM', '2020 q2')",0.011899512261152267
6541,CI,2020 q2,3510,0.6400656546864683,"Mr. Kevin M. Fischbeck, CFA",0.3348863298462807,male,BofA Global Research,"('CI', '2020 q2')",0.0
6542,CNC,2020 q2,3510,0.6538917117676237,"Mr. Kevin M. Fischbeck, CFA",0.3033452484189389,male,BofA Global Research,"('CNC', '2020 q2')",0.0
6543,DVA,2020 q2,3510,0.7327604922367843,"Mr. Kevin M. Fischbeck, CFA",0.3601484470942043,male,BofA Global Research,"('DVA', '2020 q2')",0.0
6544,HCA,2020 q2,3510,0.370999128822473,"Mr. Kevin M. Fischbeck, CFA",0.1586771329314347,male,BofA Global Research,"('HCA', '2020 q2')",0.02817110282679399
6545,HUM,2020 q2,3510,0.4948835399175986,"Mr. Kevin M. Fischbeck, CFA",0.1141091839406895,male,BofA Global Research,"('HUM', '2020 q2')",0.01842690259218216
6546,UHS,2020 q2,3510,0.6788824870674572,"Mr. Kevin M. Fischbeck, CFA",0.3250436936964615,male,BofA Global Research,"('UHS', '2020 q2')",0.0
6547,UNH,2020 q2,3510,0.4940775164021318,"Mr. Kevin M. Fischbeck, CFA",0.3770170648346329,male,BofA Global Research,"('UNH', '2020 q2')",0.0
6548,ANTM,2020 q2,3510,0.5943232035456166,Justin Lake,0.2533031852482381,male,Wolfe Research,"('ANTM', '2020 q2')",0.0
6549,HCA,2020 q2,3510,0.370999128822473,Justin Lake,0.0855388856819825,male,Wolfe Research,"('HCA', '2020 q2')",0.0
6550,BAX,2020 q2,3510,0.5983064888634949,Pito Chickering,0.8012070101578205,male,Deutsche Bank,"('BAX', '2020 q2')",0.0
6551,DVA,2020 q2,3510,0.7327604922367843,Pito Chickering,0.9171917579746386,male,Deutsche Bank,"('DVA', '2020 q2')",0.0
6552,EW,2020 q2,3510,0.4116175406677675,Pito Chickering,0.7147695464637748,male,Deutsche Bank,"('EW', '2020 q2')",0.0
6553,HCA,2020 q2,3510,0.370999128822473,Pito Chickering,0.2169970454547434,male,Deutsche Bank,"('HCA', '2020 q2')",0.04300396020213763
6554,MDT,2020 q2,3510,0.3394159011945006,Pito Chickering,0.1170721057569896,male,Deutsche Bank,"('MDT', '2020 q2')",0.0
6555,SYK,2020 q2,3510,0.5292181607194003,Pito Chickering,0.8272981933111283,male,Deutsche Bank,"('SYK', '2020 q2')",0.0
6556,UHS,2020 q2,3510,0.6788824870674572,Pito Chickering,0.834686292074754,male,Deutsche Bank,"('UHS', '2020 q2')",0.0
6557,BAX,2020 q2,3510,0.5983064888634949,Mr. Bob Hopkins,0.467772618363446,male,BofA Global Research,"('BAX', '2020 q2')",0.0
6558,BDX,2020 q2,3510,0.7539266451762092,Mr. Bob Hopkins,0.4977669171443987,male,BofA Global Research,"('BDX', '2020 q2')",0.0
6559,ISRG,2020 q2,3510,0.6072766889051315,Mr. Bob Hopkins,0.5440522453323599,male,BofA Global Research,"('ISRG', '2020 q2')",0.0
6560,BDX,2020 q2,3510,0.7539266451762092,"Mr. Alex Morozov, CFA",0.897887612990614,male,"Morningstar, Inc.","('BDX', '2020 q2')",0.0
6561,ISRG,2020 q2,3510,0.6072766889051315,"Mr. Alex Morozov, CFA",0.8201952474009222,male,"Morningstar, Inc.","('ISRG', '2020 q2')",0.0
6562,VAR,2020 q2,3510,0.8140658336137191,"Mr. Alex Morozov, CFA",0.7837520484424301,male,"Morningstar, Inc.","('VAR', '2020 q2')",0.0
6563,BDX,2020 q2,3510,0.7539266451762092,Mr. Vijay M. Kumar,0.4171704734948786,male,EVERCORE ISI,"('BDX', '2020 q2')",0.0
6564,ISRG,2020 q2,3510,0.6072766889051315,Mr. Vijay M. Kumar,0.4243750176442268,male,EVERCORE ISI,"('ISRG', '2020 q2')",0.0
6565,ZBH,2020 q2,3510,0.5227249485407706,Mr. Vijay M. Kumar,0.4080317773666266,male,EVERCORE ISI,"('ZBH', '2020 q2')",0.0
6566,BDX,2020 q2,3510,0.7539266451762092,Mr. Jason M. Bednar,0.5288157627828997,male,Piper Sandler Companies,"('BDX', '2020 q2')",0.0
6567,VAR,2020 q2,3510,0.8140658336137191,Mr. Jason M. Bednar,0.6706158571459395,male,Piper Sandler Companies,"('VAR', '2020 q2')",0.0
6568,BDX,2020 q2,3510,0.7539266451762092,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('BDX', '2020 q2')",0.9783050417900085
6569,CAH,2020 q2,3510,0.7910143268638072,SADIF Research,0.9940105042099524,Not a person,Sadif Analytics Prime,"('CAH', '2020 q2')",0.9667766094207764
6570,CERN,2020 q2,3510,0.7895323925969628,SADIF Research,0.9632215992691826,Not a person,Sadif Analytics Prime,"('CERN', '2020 q2')",0.9514298439025879
6571,DGX,2020 q2,3510,0.556496080377601,SADIF Research,0.9891421368090502,Not a person,Sadif Analytics Prime,"('DGX', '2020 q2')",0.9508437514305115
6572,DHR,2020 q2,3510,0.7749234275123682,SADIF Research,0.932730997845836,Not a person,Sadif Analytics Prime,"('DHR', '2020 q2')",0.9471720457077026
6573,LH,2020 q2,3510,0.7269837648023186,SADIF Research,0.9667271362672892,Not a person,Sadif Analytics Prime,"('LH', '2020 q2')",0.8945184350013733
6574,UHS,2020 q2,3510,0.6788824870674572,SADIF Research,0.9925462156959076,Not a person,Sadif Analytics Prime,"('UHS', '2020 q2')",0.9516643583774567
6575,CERN,2020 q2,3510,0.7895323925969628,"Mr. Sandy Y. Draper, CFA",0.4516293728611962,male,SunTrust Robinson Humphrey Capital Markets,"('CERN', '2020 q2')",0.02663811296224594
6576,CERN,2020 q2,3510,0.7895323925969628,Stephanie Davis Demko,0.4324140864356319,female,SVB Leerink,"('CERN', '2020 q2')",0.0
6577,CERN,2020 q2,3510,0.7895323925969628,Ms. Akansha Agarwal,0.8742028547271731,female,Crispidea,"('CERN', '2020 q2')",0.0
6578,CI,2020 q2,3510,0.6400656546864683,Ms. Akansha Agarwal,0.5977980638774857,female,Crispidea,"('CI', '2020 q2')",0.0
6579,DHR,2020 q2,3510,0.7749234275123682,Ms. Akansha Agarwal,0.7874783156411379,female,Crispidea,"('DHR', '2020 q2')",0.0
6580,HUM,2020 q2,3510,0.4948835399175986,Ms. Akansha Agarwal,0.440722184304245,female,Crispidea,"('HUM', '2020 q2')",0.0
6581,CERN,2020 q2,3510,0.7895323925969628,Mr. Richard Close,0.4766832571081772,male,Canaccord Genuity,"('CERN', '2020 q2')",0.02575845830142498
6582,CI,2020 q2,3510,0.6400656546864683,"Frank G. Morgan, CFA",0.2356063062043939,male,RBC Capital Markets,"('CI', '2020 q2')",0.0
6583,DVA,2020 q2,3510,0.7327604922367843,"Frank G. Morgan, CFA",0.4762603972417243,male,RBC Capital Markets,"('DVA', '2020 q2')",0.0
6584,HCA,2020 q2,3510,0.370999128822473,"Frank G. Morgan, CFA",0.077402047890652,male,RBC Capital Markets,"('HCA', '2020 q2')",0.0
6585,HUM,2020 q2,3510,0.4948835399175986,"Frank G. Morgan, CFA",0.1067795285599404,male,RBC Capital Markets,"('HUM', '2020 q2')",0.0
6586,UHS,2020 q2,3510,0.6788824870674572,"Frank G. Morgan, CFA",0.29180375623416,male,RBC Capital Markets,"('UHS', '2020 q2')",0.0
6587,CNC,2020 q2,3510,0.6538917117676237,Mr. A.J. Rice,0.3283215809509053,male,Credit Suisse,"('CNC', '2020 q2')",0.0
6588,CVS,2020 q2,3510,0.6584700622642905,Mr. A.J. Rice,0.3431927922041097,male,Credit Suisse,"('CVS', '2020 q2')",0.0
6589,HCA,2020 q2,3510,0.370999128822473,Mr. A.J. Rice,0.1043337857917781,male,Credit Suisse,"('HCA', '2020 q2')",0.0
6590,HUM,2020 q2,3510,0.4948835399175986,Mr. A.J. Rice,0.4117423473353957,male,Credit Suisse,"('HUM', '2020 q2')",0.0
6591,UNH,2020 q2,3510,0.4940775164021318,Mr. A.J. Rice,0.1617846409588318,male,Credit Suisse,"('UNH', '2020 q2')",0.0
6592,CNC,2020 q2,3510,0.6538917117676237,Michael D. Wiederhorn,0.2723692793235241,male,"Oppenheimer & Co., Inc.","('CNC', '2020 q2')",0.0
6593,CVS,2020 q2,3510,0.6584700622642905,Michael D. Wiederhorn,0.2757946180058615,male,"Oppenheimer & Co., Inc.","('CVS', '2020 q2')",0.0
6594,HCA,2020 q2,3510,0.370999128822473,Michael D. Wiederhorn,0.0906091251438199,male,"Oppenheimer & Co., Inc.","('HCA', '2020 q2')",0.0
6595,HUM,2020 q2,3510,0.4948835399175986,Michael D. Wiederhorn,0.1313302036416173,male,"Oppenheimer & Co., Inc.","('HUM', '2020 q2')",0.0
6596,UNH,2020 q2,3510,0.4940775164021318,Michael D. Wiederhorn,0.1763982896408072,male,"Oppenheimer & Co., Inc.","('UNH', '2020 q2')",0.0
6597,CNC,2020 q2,3510,0.6538917117676237,Ms. Sarah E. James,0.8512984762913179,female,Piper Sandler Companies,"('CNC', '2020 q2')",0.0
6598,HCA,2020 q2,3510,0.370999128822473,Ms. Sarah E. James,0.1815008307374704,female,Piper Sandler Companies,"('HCA', '2020 q2')",0.0
6599,HSIC,2020 q2,3510,0.7207844791510916,Ms. Sarah E. James,0.5167672803771289,female,Piper Sandler Companies,"('HSIC', '2020 q2')",0.0
6600,HUM,2020 q2,3510,0.4948835399175986,Ms. Sarah E. James,0.3155165579658139,female,Piper Sandler Companies,"('HUM', '2020 q2')",0.012335672043263912
6601,UHS,2020 q2,3510,0.6788824870674572,Ms. Sarah E. James,0.3509225169409636,female,Piper Sandler Companies,"('UHS', '2020 q2')",0.0
6602,COO,2020 q2,3510,0.2680296550679837,"Anthony C. Petrone, CFA, CFA",0.2680296550679837,male,Jefferies,"('COO', '2020 q2')",0.01278000045567751
6603,CVS,2020 q2,3510,0.6584700622642905,Mr. Brian Tanquilut,0.4230914266471794,male,Jefferies,"('CVS', '2020 q2')",0.0
6604,DGX,2020 q2,3510,0.556496080377601,Mr. Brian Tanquilut,0.1867830631080625,male,Jefferies,"('DGX', '2020 q2')",0.01615571603178978
6605,CVS,2020 q2,3510,0.6584700622642905,Peter H. Costa,0.3069459529475951,male,"Wells Fargo Securities, LLC","('CVS', '2020 q2')",0.0
6606,HCA,2020 q2,3510,0.370999128822473,Peter H. Costa,0.132810650163155,male,"Wells Fargo Securities, LLC","('HCA', '2020 q2')",0.0
6607,HUM,2020 q2,3510,0.4948835399175986,Peter H. Costa,0.149141428566478,male,"Wells Fargo Securities, LLC","('HUM', '2020 q2')",0.0
6608,UHS,2020 q2,3510,0.6788824870674572,Peter H. Costa,0.315533719901834,male,"Wells Fargo Securities, LLC","('UHS', '2020 q2')",0.0
6609,UNH,2020 q2,3510,0.4940775164021318,Peter H. Costa,0.2457840101072914,male,"Wells Fargo Securities, LLC","('UNH', '2020 q2')",0.0
6610,CVS,2020 q2,3510,0.6584700622642905,Anton Hie,0.6118122420969788,male,RBC Capital Markets,"('CVS', '2020 q2')",0.03333333507180214
6611,CVS,2020 q2,3510,0.6584700622642905,Michael Newshel,0.6525909880177762,male,EVERCORE ISI,"('CVS', '2020 q2')",0.010531320236623287
6612,DGX,2020 q2,3510,0.556496080377601,Paige Meyer,0.7484780116030999,female,CFRA Equity Research,"('DGX', '2020 q2')",0.0
6613,DVA,2020 q2,3510,0.7327604922367843,Paige Meyer,0.7221783052528197,female,CFRA Equity Research,"('DVA', '2020 q2')",0.0
6614,UHS,2020 q2,3510,0.6788824870674572,Paige Meyer,0.651093904374066,female,CFRA Equity Research,"('UHS', '2020 q2')",0.011399117298424244
6615,XRAY,2020 q2,3510,0.8308666425245543,Paige Meyer,0.8627203212135672,female,CFRA Equity Research,"('XRAY', '2020 q2')",0.0
6616,DGX,2020 q2,3510,0.556496080377601,Derik De Bruin,0.2414265034511341,male,BofA Global Research,"('DGX', '2020 q2')",0.01666666753590107
6617,DHR,2020 q2,3510,0.7749234275123682,Derik De Bruin,0.4828719463205911,male,BofA Global Research,"('DHR', '2020 q2')",0.0
6618,LH,2020 q2,3510,0.7269837648023186,Derik De Bruin,0.5217208617000939,male,BofA Global Research,"('LH', '2020 q2')",0.0
6619,DGX,2020 q2,3510,0.556496080377601,"Mr. Jack Meehan, CFA",0.1518819379151423,male,Barclays,"('DGX', '2020 q2')",0.057317379862070084
6620,DGX,2020 q2,3510,0.556496080377601,Mr. Daniel L. Leonard,0.3515008245699028,male,"Wells Fargo Securities, LLC","('DGX', '2020 q2')",0.023703603073954582
6621,DHR,2020 q2,3510,0.7749234275123682,Mr. Daniel L. Leonard,0.4613069265872556,male,"Wells Fargo Securities, LLC","('DHR', '2020 q2')",0.02396952174603939
6622,HOLX,2020 q2,3510,0.5667695193819218,Mr. Daniel L. Leonard,0.2908010611992142,male,"Wells Fargo Securities, LLC","('HOLX', '2020 q2')",0.0
6623,LH,2020 q2,3510,0.7269837648023186,Mr. Daniel L. Leonard,0.4621309362002157,male,"Wells Fargo Securities, LLC","('LH', '2020 q2')",0.0
6624,DGX,2020 q2,3510,0.556496080377601,"Mr. Ryan S. Daniels, CFA",0.2089257764304447,male,William Blair & Company,"('DGX', '2020 q2')",0.0
6625,HCA,2020 q2,3510,0.370999128822473,"Mr. Ryan S. Daniels, CFA",0.104733694394511,male,William Blair & Company,"('HCA', '2020 q2')",0.0
6626,LH,2020 q2,3510,0.7269837648023186,"Mr. Ryan S. Daniels, CFA",0.4803136191285311,male,William Blair & Company,"('LH', '2020 q2')",0.0
6627,DHR,2020 q2,3510,0.7749234275123682,"Mr. Deane Dray, CFA",0.3266368615391239,male,RBC Capital Markets,"('DHR', '2020 q2')",0.0
6628,DHR,2020 q2,3510,0.7749234275123682,Ben Laidler,0.6965798905502103,male,Tower Hudson Research,"('DHR', '2020 q2')",0.07988226599991322
6629,DHR,2020 q2,3510,0.7749234275123682,Mr. Douglas A. Schenkel,0.8258444213693202,male,Cowen and Company,"('DHR', '2020 q2')",0.0
6630,DXCM,2020 q2,3510,0.4090914330600935,Mr. Kyle W. Rose,0.1187505395229919,male,Canaccord Genuity,"('DXCM', '2020 q2')",0.005261544603854418
6631,SYK,2020 q2,3510,0.5292181607194003,Mr. Kyle W. Rose,0.2166472991321686,male,Canaccord Genuity,"('SYK', '2020 q2')",0.0
6632,ZBH,2020 q2,3510,0.5227249485407706,Mr. Kyle W. Rose,0.1513983230274071,male,Canaccord Genuity,"('ZBH', '2020 q2')",0.0
6633,DXCM,2020 q2,3510,0.4090914330600935,Mr. Ryan Blicker,0.220137092961595,male,Cowen and Company,"('DXCM', '2020 q2')",0.0
6634,DXCM,2020 q2,3510,0.4090914330600935,Steven M. Lichtman,0.0886956274328361,male,"Oppenheimer & Co., Inc.","('DXCM', '2020 q2')",0.0
6635,SYK,2020 q2,3510,0.5292181607194003,Steven M. Lichtman,0.2224373012152969,male,"Oppenheimer & Co., Inc.","('SYK', '2020 q2')",0.0
6636,DXCM,2020 q2,3510,0.4090914330600935,Travis Steed,0.3946323514560368,male,BofA Global Research,"('DXCM', '2020 q2')",0.021970510482788086
6637,EW,2020 q2,3510,0.4116175406677675,Mr. Adam C. Maeder,0.1894317716396681,male,Piper Sandler Companies,"('EW', '2020 q2')",0.0
6638,ISRG,2020 q2,3510,0.6072766889051315,Mr. Adam C. Maeder,0.2340251818234029,male,Piper Sandler Companies,"('ISRG', '2020 q2')",0.0
6639,EW,2020 q2,3510,0.4116175406677675,Mr. Jason R. Mills,0.0860848931829273,male,Canaccord Genuity,"('EW', '2020 q2')",0.01206438709050417
6640,ISRG,2020 q2,3510,0.6072766889051315,Mr. Jason R. Mills,0.2137066526073808,male,Canaccord Genuity,"('ISRG', '2020 q2')",0.0
6641,HOLX,2020 q2,3510,0.5667695193819218,Mr. Luke Sergott,0.3250305139392562,male,EVERCORE ISI,"('HOLX', '2020 q2')",0.06094038859009743
6642,HOLX,2020 q2,3510,0.5667695193819218,Ryan Zimmerman,0.2625123906054661,male,BTIG,"('HOLX', '2020 q2')",0.0
6643,ISRG,2020 q2,3510,0.6072766889051315,Ryan Zimmerman,0.246752777432504,male,BTIG,"('ISRG', '2020 q2')",0.02154473401606083
6644,SYK,2020 q2,3510,0.5292181607194003,Ryan Zimmerman,0.1734325325461075,male,BTIG,"('SYK', '2020 q2')",0.0
6645,ZBH,2020 q2,3510,0.5227249485407706,Ryan Zimmerman,0.1588543810448102,male,BTIG,"('ZBH', '2020 q2')",0.0
6646,HOLX,2020 q2,3510,0.5667695193819218,Ms. Ivy Ma,0.4314336117699763,female,BofA Global Research,"('HOLX', '2020 q2')",0.011111111690600714
6647,HSIC,2020 q2,3510,0.7207844791510916,Mr. Kevin Kedra,0.3219656578781311,male,Gabelli & Company,"('HSIC', '2020 q2')",0.0
6648,HSIC,2020 q2,3510,0.7207844791510916,"Mr. Michael J. Petusky, CFA",0.8799952573498889,male,Barrington Research Associates,"('HSIC', '2020 q2')",0.0
6649,VAR,2020 q2,3510,0.8140658336137191,"Mr. Michael J. Petusky, CFA",0.7799359182593743,male,Barrington Research Associates,"('VAR', '2020 q2')",0.0
6650,XRAY,2020 q2,3510,0.8308666425245543,"Mr. Michael J. Petusky, CFA",0.9300437444939084,male,Barrington Research Associates,"('XRAY', '2020 q2')",0.010911785997450352
6651,IDXX,2020 q2,3510,0.8999058167797653,Mr. David M. Westenberg,0.9374024412894344,male,Guggenheim Securities LLC,"('IDXX', '2020 q2')",0.04115470126271248
6652,ISRG,2020 q2,3510,0.6072766889051315,Imron Zafar,0.8353382407433184,male,Deutsche Bank,"('ISRG', '2020 q2')",0.0
6653,MDT,2020 q2,3510,0.3394159011945006,Mr. Robert Marcus,0.1463806993524131,male,JPMorgan,"('MDT', '2020 q2')",0.0
6654,MDT,2020 q2,3510,0.3394159011945006,"Mr. Matthew C. Taylor, CFA",0.0800920473680353,male,UBS Equities,"('MDT', '2020 q2')",0.027787597849965096
6655,MDT,2020 q2,3510,0.3394159011945006,Ms. Kaila P. Krum,0.2016394691283803,female,SunTrust Robinson Humphrey Capital Markets,"('MDT', '2020 q2')",0.0
6656,ZBH,2020 q2,3510,0.5227249485407706,Ms. Kaila P. Krum,0.1635708095600777,female,SunTrust Robinson Humphrey Capital Markets,"('ZBH', '2020 q2')",0.012329610995948315
6657,RMD,2020 q2,3510,0.6191207832350714,Ms. Nicolette Quinn,0.6774789200738757,female,"Morningstar, Inc.","('RMD', '2020 q2')",0.0
6658,RMD,2020 q2,3510,0.6191207832350714,Mr. Sean M. Laaman,0.4413536367502268,male,Morgan Stanley,"('RMD', '2020 q2')",0.02299042697995901
6659,RMD,2020 q2,3510,0.6191207832350714,Ms. Gretel Janu,0.5021544051943023,female,Credit Suisse,"('RMD', '2020 q2')",0.0
6660,RMD,2020 q2,3510,0.6191207832350714,Ms. Lyanne Harrison,0.4197468647931237,female,BofA Global Research,"('RMD', '2020 q2')",0.03920628922060132
6661,STE,2020 q2,3510,0.0,Mr. Aaron Degagne,,male,"Morningstar, Inc.","('STE', '2020 q2')",0.0
6662,TFX,2020 q2,3510,0.3893215189214614,Mr. David Turkaly,0.2539192330157051,male,JMP Securities,"('TFX', '2020 q2')",0.0
6663,ZBH,2020 q2,3510,0.5227249485407706,Mr. David Turkaly,0.1744197491120198,male,JMP Securities,"('ZBH', '2020 q2')",0.0
6664,XRAY,2020 q2,3510,0.8308666425245543,"Mr. Yi Chen, PHD",0.6110802367869664,male,"H.C. Wainwright & Co., LLC","('XRAY', '2020 q2')",0.030012179166078568
6665,ALB,2018 q3,1510,0.6118644961156449,Research Department,0.6409583294303072,Not a person,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2018 q3')",0.0
6666,ALB,2018 q3,1510,0.6118644961156449,Research Department,0.6409583294303072,Not a person,Jefferies,"('ALB', '2018 q3')",0.0
6667,ALB,2018 q3,1510,0.6118644961156449,Research Department,0.6409583294303072,Not a person,Trefis,"('ALB', '2018 q3')",0.0
6668,DD,2018 q3,1510,0.5376382711141803,Research Department,0.8841937151931503,Not a person,SunTrust Robinson Humphrey Capital Markets,"('DD', '2018 q3')",0.0
6669,DD,2018 q3,1510,0.5376382711141803,Research Department,0.8841937151931503,Not a person,Jefferies,"('DD', '2018 q3')",0.0
6670,DD,2018 q3,1510,0.5376382711141803,Research Department,0.8841937151931503,Not a person,Trefis,"('DD', '2018 q3')",0.0
6671,FCX,2018 q3,1510,0.4946999654178531,Research Department,0.1821453750076194,Not a person,SunTrust Robinson Humphrey Capital Markets,"('FCX', '2018 q3')",0.0
6672,FCX,2018 q3,1510,0.4946999654178531,Research Department,0.1821453750076194,Not a person,Jefferies,"('FCX', '2018 q3')",0.0
6673,FCX,2018 q3,1510,0.4946999654178531,Research Department,0.1821453750076194,Not a person,Trefis,"('FCX', '2018 q3')",0.0
6674,ALB,2018 q3,1510,0.6118644961156449,Christopher B. Muir,0.7257852023126019,male,CFRA Equity Research,"('ALB', '2018 q3')",0.0
6675,CE,2018 q3,1510,0.7086253332136281,Christopher B. Muir,0.5611225700465513,male,CFRA Equity Research,"('CE', '2018 q3')",0.0
6676,CF,2018 q3,1510,0.4762679999084632,Christopher B. Muir,0.4600416272067248,male,CFRA Equity Research,"('CF', '2018 q3')",0.0
6677,DD,2018 q3,1510,0.5376382711141803,Christopher B. Muir,0.5245866396584241,male,CFRA Equity Research,"('DD', '2018 q3')",0.0
6678,ECL,2018 q3,1510,0.5494356876413649,Christopher B. Muir,0.8863251074599559,male,CFRA Equity Research,"('ECL', '2018 q3')",0.0
6679,EMN,2018 q3,1510,0.4628727002201092,Christopher B. Muir,0.4628727002201092,male,CFRA Equity Research,"('EMN', '2018 q3')",0.0
6680,FMC,2018 q3,1510,0.5810669963300681,Christopher B. Muir,0.5962687880749222,male,CFRA Equity Research,"('FMC', '2018 q3')",0.0
6681,LYB,2018 q3,1510,0.7423336850744566,Christopher B. Muir,0.7016658634437604,male,CFRA Equity Research,"('LYB', '2018 q3')",0.0
6682,MOS,2018 q3,1510,0.3978134963676436,Christopher B. Muir,0.4052161883752012,male,CFRA Equity Research,"('MOS', '2018 q3')",0.0
6683,PPG,2018 q3,1510,0.760735539651875,Christopher B. Muir,0.7860134361627781,male,CFRA Equity Research,"('PPG', '2018 q3')",0.0
6684,SHW,2018 q3,1510,0.6336173921986346,Christopher B. Muir,0.7690706143271587,male,CFRA Equity Research,"('SHW', '2018 q3')",0.0
6685,ALB,2018 q3,1510,0.6118644961156449,Mr. Arun S. Viswanathan,0.189776644348863,male,RBC Capital Markets,"('ALB', '2018 q3')",0.01666666753590107
6686,DD,2018 q3,1510,0.5376382711141803,Mr. Arun S. Viswanathan,0.2064889276149066,male,RBC Capital Markets,"('DD', '2018 q3')",0.0
6687,SHW,2018 q3,1510,0.6336173921986346,Mr. Arun S. Viswanathan,0.2671581804149321,male,RBC Capital Markets,"('SHW', '2018 q3')",0.01666666753590107
6688,ALB,2018 q3,1510,0.6118644961156449,"David L. Begleiter, CFA",0.6647488722287991,male,Deutsche Bank,"('ALB', '2018 q3')",0.0
6689,APD,2018 q3,1510,0.8121277680471376,"David L. Begleiter, CFA",0.8831421974295577,male,Deutsche Bank,"('APD', '2018 q3')",0.0
6690,CE,2018 q3,1510,0.7086253332136281,"David L. Begleiter, CFA",0.8626976363284858,male,Deutsche Bank,"('CE', '2018 q3')",0.0
6691,LYB,2018 q3,1510,0.7423336850744566,"David L. Begleiter, CFA",0.7298881601921038,male,Deutsche Bank,"('LYB', '2018 q3')",0.0
6692,PPG,2018 q3,1510,0.760735539651875,"David L. Begleiter, CFA",0.8758902408845884,male,Deutsche Bank,"('PPG', '2018 q3')",0.0
6693,ALB,2018 q3,1510,0.6118644961156449,Mr. Seth Goldstein,0.5523196569619166,male,"Morningstar, Inc.","('ALB', '2018 q3')",0.0
6694,CE,2018 q3,1510,0.7086253332136281,Mr. Seth Goldstein,0.8426922225630854,male,"Morningstar, Inc.","('CE', '2018 q3')",0.0
6695,CF,2018 q3,1510,0.4762679999084632,Mr. Seth Goldstein,0.3418898094306326,male,"Morningstar, Inc.","('CF', '2018 q3')",0.0
6696,DD,2018 q3,1510,0.5376382711141803,Mr. Seth Goldstein,0.6633739665409074,male,"Morningstar, Inc.","('DD', '2018 q3')",0.0
6697,FCX,2018 q3,1510,0.4946999654178531,Mr. Seth Goldstein,0.456807403525817,male,"Morningstar, Inc.","('FCX', '2018 q3')",0.0
6698,FMC,2018 q3,1510,0.5810669963300681,Mr. Seth Goldstein,0.4787289542443045,male,"Morningstar, Inc.","('FMC', '2018 q3')",0.0
6699,MOS,2018 q3,1510,0.3978134963676436,Mr. Seth Goldstein,0.342523421923911,male,"Morningstar, Inc.","('MOS', '2018 q3')",0.0
6700,ALB,2018 q3,1510,0.6118644961156449,Mr. James M. Sheehan,0.1971004997294689,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2018 q3')",0.005953781772404909
6701,APD,2018 q3,1510,0.8121277680471376,Mr. James M. Sheehan,0.4352513322934979,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2018 q3')",0.0
6702,CE,2018 q3,1510,0.7086253332136281,Mr. James M. Sheehan,0.4927719215346974,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2018 q3')",0.0
6703,DD,2018 q3,1510,0.5376382711141803,Mr. James M. Sheehan,0.1338818121982327,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2018 q3')",0.0
6704,EMN,2018 q3,1510,0.4628727002201092,Mr. James M. Sheehan,0.462872700220109,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2018 q3')",0.0
6705,PPG,2018 q3,1510,0.760735539651875,Mr. James M. Sheehan,0.3313994377333795,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2018 q3')",0.0
6706,ALB,2018 q3,1510,0.6118644961156449,Mr. Luis J. Amadeo,0.518431675829868,male,"Oppenheimer & Co., Inc.","('ALB', '2018 q3')",0.0
6707,ALB,2018 q3,1510,0.6118644961156449,Mr. Ian Bennett,0.3083794072501903,male,BofA Global Research,"('ALB', '2018 q3')",0.0
6708,ALB,2018 q3,1510,0.6118644961156449,"Steve Byrne, CFA",0.2868735986100288,male,BofA Global Research,"('ALB', '2018 q3')",0.0
6709,CF,2018 q3,1510,0.4762679999084632,"Steve Byrne, CFA",0.2703237686050047,male,BofA Global Research,"('CF', '2018 q3')",0.026852017268538475
6710,LYB,2018 q3,1510,0.7423336850744566,"Steve Byrne, CFA",0.5083404041002108,male,BofA Global Research,"('LYB', '2018 q3')",0.01475000474601984
6711,MOS,2018 q3,1510,0.3978134963676436,"Steve Byrne, CFA",0.2130500066041442,male,BofA Global Research,"('MOS', '2018 q3')",0.0
6712,PPG,2018 q3,1510,0.760735539651875,"Steve Byrne, CFA",0.5607094343049689,male,BofA Global Research,"('PPG', '2018 q3')",0.0
6713,SHW,2018 q3,1510,0.6336173921986346,"Steve Byrne, CFA",0.3953542375903418,male,BofA Global Research,"('SHW', '2018 q3')",0.0
6714,ALB,2018 q3,1510,0.6118644961156449,"Mr. Deane Dray, CFA",0.5779326827441699,male,RBC Capital Markets,"('ALB', '2018 q3')",0.0
6715,ALB,2018 q3,1510,0.6118644961156449,Mr. Vincent Andrews,0.2780111200219221,male,Morgan Stanley,"('ALB', '2018 q3')",0.0
6716,CF,2018 q3,1510,0.4762679999084632,Mr. Vincent Andrews,0.1538116083477259,male,Morgan Stanley,"('CF', '2018 q3')",0.0
6717,LYB,2018 q3,1510,0.7423336850744566,Mr. Vincent Andrews,0.8479058660680446,male,Morgan Stanley,"('LYB', '2018 q3')",0.0
6718,MOS,2018 q3,1510,0.3978134963676436,Mr. Vincent Andrews,0.2481214283310967,male,Morgan Stanley,"('MOS', '2018 q3')",0.008802068419754505
6719,SHW,2018 q3,1510,0.6336173921986346,Mr. Vincent Andrews,0.3639413449598466,male,Morgan Stanley,"('SHW', '2018 q3')",0.0
6720,ALB,2018 q3,1510,0.6118644961156449,Mr. Marc Pouey,0.4887848564095949,male,BofA Global Research,"('ALB', '2018 q3')",0.06659167446196079
6721,APD,2018 q3,1510,0.8121277680471376,Mr. Donald D. Carson,0.7537699686027503,male,Susquehanna Financial Group LLLP,"('APD', '2018 q3')",0.0
6722,CF,2018 q3,1510,0.4762679999084632,Mr. Donald D. Carson,0.2594003804214856,male,Susquehanna Financial Group LLLP,"('CF', '2018 q3')",0.0
6723,DD,2018 q3,1510,0.5376382711141803,Mr. Donald D. Carson,0.3795407919967978,male,Susquehanna Financial Group LLLP,"('DD', '2018 q3')",0.01666666753590107
6724,FMC,2018 q3,1510,0.5810669963300681,Mr. Donald D. Carson,0.4348282394575203,male,Susquehanna Financial Group LLLP,"('FMC', '2018 q3')",0.0
6725,LYB,2018 q3,1510,0.7423336850744566,Mr. Donald D. Carson,0.6749105318308818,male,Susquehanna Financial Group LLLP,"('LYB', '2018 q3')",0.0
6726,MOS,2018 q3,1510,0.3978134963676436,Mr. Donald D. Carson,0.4409239389009198,male,Susquehanna Financial Group LLLP,"('MOS', '2018 q3')",0.0
6727,PPG,2018 q3,1510,0.760735539651875,Mr. Donald D. Carson,0.6303835540595933,male,Susquehanna Financial Group LLLP,"('PPG', '2018 q3')",0.0
6728,SHW,2018 q3,1510,0.6336173921986346,Mr. Donald D. Carson,0.6927672201154138,male,Susquehanna Financial Group LLLP,"('SHW', '2018 q3')",0.0
6729,APD,2018 q3,1510,0.8121277680471376,Matthew Miller,0.7909284569866902,male,CFRA Equity Research,"('APD', '2018 q3')",0.0
6730,FCX,2018 q3,1510,0.4946999654178531,Matthew Miller,0.3929592351896015,male,CFRA Equity Research,"('FCX', '2018 q3')",0.0
6731,IFF,2018 q3,1510,0.8576905753495491,Matthew Miller,0.8664888248713347,male,CFRA Equity Research,"('IFF', '2018 q3')",0.0
6732,IP,2018 q3,1510,0.5677895770726671,Matthew Miller,0.434008598633525,male,CFRA Equity Research,"('IP', '2018 q3')",0.0
6733,MLM,2018 q3,1510,0.7338929939617576,Matthew Miller,0.707458409700925,male,CFRA Equity Research,"('MLM', '2018 q3')",0.0
6734,NEM,2018 q3,1510,0.7200995797644302,Matthew Miller,0.5780148846592085,male,CFRA Equity Research,"('NEM', '2018 q3')",0.0
6735,NUE,2018 q3,1510,0.5632489287275262,Matthew Miller,0.5184420148831719,male,CFRA Equity Research,"('NUE', '2018 q3')",0.0
6736,PKG,2018 q3,1510,0.5281637278936717,Matthew Miller,0.490153477108366,male,CFRA Equity Research,"('PKG', '2018 q3')",0.0
6737,SEE,2018 q3,1510,0.8891350108963916,Matthew Miller,0.8591680586159708,male,CFRA Equity Research,"('SEE', '2018 q3')",0.0
6738,VMC,2018 q3,1510,0.7698667170075897,Matthew Miller,0.7166528386634494,male,CFRA Equity Research,"('VMC', '2018 q3')",0.0
6739,WRK,2018 q3,1510,0.6896093355558311,Matthew Miller,0.6324922000090938,male,CFRA Equity Research,"('WRK', '2018 q3')",0.0
6740,APD,2018 q3,1510,0.8121277680471376,SADIF Research,0.9689345623007144,Not a person,Sadif Analytics Prime,"('APD', '2018 q3')",0.9168416857719421
6741,CF,2018 q3,1510,0.4762679999084632,SADIF Research,0.9725518436867276,Not a person,Sadif Analytics Prime,"('CF', '2018 q3')",0.9522107839584351
6742,IFF,2018 q3,1510,0.8576905753495491,SADIF Research,0.97783822919748,Not a person,Sadif Analytics Prime,"('IFF', '2018 q3')",0.8820629715919495
6743,MLM,2018 q3,1510,0.7338929939617576,SADIF Research,0.9972698263759008,Not a person,Sadif Analytics Prime,"('MLM', '2018 q3')",0.9658148884773254
6744,NEM,2018 q3,1510,0.7200995797644302,SADIF Research,0.9706756739027594,Not a person,Sadif Analytics Prime,"('NEM', '2018 q3')",0.9413559436798096
6745,PPG,2018 q3,1510,0.760735539651875,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PPG', '2018 q3')",0.9779834747314453
6746,SEE,2018 q3,1510,0.8891350108963916,SADIF Research,0.9384245191409516,Not a person,Sadif Analytics Prime,"('SEE', '2018 q3')",0.9481545090675354
6747,VMC,2018 q3,1510,0.7698667170075897,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VMC', '2018 q3')",0.9621626138687134
6748,WRK,2018 q3,1510,0.6896093355558311,SADIF Research,0.9372898948198884,Not a person,Sadif Analytics Prime,"('WRK', '2018 q3')",0.9369889497756958
6749,APD,2018 q3,1510,0.8121277680471376,Duffy Fischer,0.5884933899712378,male,Barclays,"('APD', '2018 q3')",0.0
6750,CF,2018 q3,1510,0.4762679999084632,Duffy Fischer,0.0915599260997705,male,Barclays,"('CF', '2018 q3')",0.0
6751,SHW,2018 q3,1510,0.6336173921986346,Duffy Fischer,0.5891403948637898,male,Barclays,"('SHW', '2018 q3')",0.0
6752,APD,2018 q3,1510,0.8121277680471376,Mr. Christopher S. Parkinson,0.6000128655083561,male,Credit Suisse,"('APD', '2018 q3')",0.0
6753,CF,2018 q3,1510,0.4762679999084632,Mr. Christopher S. Parkinson,0.2468688095967992,male,Credit Suisse,"('CF', '2018 q3')",0.0
6754,DD,2018 q3,1510,0.5376382711141803,Mr. Christopher S. Parkinson,0.2104601292196775,male,Credit Suisse,"('DD', '2018 q3')",0.0
6755,ECL,2018 q3,1510,0.5494356876413649,Mr. Christopher S. Parkinson,0.5877545832060119,male,Credit Suisse,"('ECL', '2018 q3')",0.0
6756,MOS,2018 q3,1510,0.3978134963676436,Mr. Christopher S. Parkinson,0.5409825511666716,male,Credit Suisse,"('MOS', '2018 q3')",0.0
6757,APD,2018 q3,1510,0.8121277680471376,"Mr. Laurence Alexander, CFA",0.6788421051602663,male,Jefferies,"('APD', '2018 q3')",0.0
6758,DD,2018 q3,1510,0.5376382711141803,"Mr. Laurence Alexander, CFA",0.2040920696703329,male,Jefferies,"('DD', '2018 q3')",0.0
6759,LYB,2018 q3,1510,0.7423336850744566,"Mr. Laurence Alexander, CFA",0.4940195007724285,male,Jefferies,"('LYB', '2018 q3')",0.0
6760,SHW,2018 q3,1510,0.6336173921986346,"Mr. Laurence Alexander, CFA",0.2863847271375184,male,Jefferies,"('SHW', '2018 q3')",0.0
6761,CE,2018 q3,1510,0.7086253332136281,Charles N. Neivert,0.4273147407813282,male,Cowen and Company,"('CE', '2018 q3')",0.0
6762,CF,2018 q3,1510,0.4762679999084632,Charles N. Neivert,0.4755405130858831,male,Cowen and Company,"('CF', '2018 q3')",0.0
6763,DD,2018 q3,1510,0.5376382711141803,Charles N. Neivert,0.2200259074466524,male,Cowen and Company,"('DD', '2018 q3')",0.0
6764,MOS,2018 q3,1510,0.3978134963676436,Charles N. Neivert,0.1002094874016888,male,Cowen and Company,"('MOS', '2018 q3')",0.0
6765,CF,2018 q3,1510,0.4762679999084632,"Ben Isaacson, MBA",0.2840362127914707,male,Scotiabank GBM,"('CF', '2018 q3')",0.0
6766,MOS,2018 q3,1510,0.3978134963676436,"Ben Isaacson, MBA",0.1159649201560076,male,Scotiabank GBM,"('MOS', '2018 q3')",0.008869037963449955
6767,CF,2018 q3,1510,0.4762679999084632,Andrew D. Wong,0.1126327196647444,male,RBC Capital Markets,"('CF', '2018 q3')",0.0
6768,MOS,2018 q3,1510,0.3978134963676436,Andrew D. Wong,0.1301111548566525,male,RBC Capital Markets,"('MOS', '2018 q3')",0.0
6769,CF,2018 q3,1510,0.4762679999084632,Mr. Rikin Patel,0.4509114643969928,male,Berenberg,"('CF', '2018 q3')",0.0
6770,CF,2018 q3,1510,0.4762679999084632,Alexandre Falcao,0.1193259189669517,male,HSBC,"('CF', '2018 q3')",0.0
6771,CF,2018 q3,1510,0.4762679999084632,Mr. Mark Connelly,0.254826105503714,male,Stephens Inc.,"('CF', '2018 q3')",0.0
6772,DD,2018 q3,1510,0.5376382711141803,Mr. Mark Connelly,0.5270893740334743,male,Stephens Inc.,"('DD', '2018 q3')",0.0
6773,FMC,2018 q3,1510,0.5810669963300681,Mr. Mark Connelly,0.6098179223119613,male,Stephens Inc.,"('FMC', '2018 q3')",0.0
6774,IP,2018 q3,1510,0.5677895770726671,Mr. Mark Connelly,0.3119506389144552,male,Stephens Inc.,"('IP', '2018 q3')",0.0
6775,MOS,2018 q3,1510,0.3978134963676436,Mr. Mark Connelly,0.3626567715192695,male,Stephens Inc.,"('MOS', '2018 q3')",0.0
6776,ECL,2018 q3,1510,0.5494356876413649,Mr. David Ridley-Lane,0.2969975411953701,male,BofA Global Research,"('ECL', '2018 q3')",0.0
6777,ECL,2018 q3,1510,0.5494356876413649,Mr. Scott Schneeberger,0.3104828279620816,male,"Oppenheimer & Co., Inc.","('ECL', '2018 q3')",0.0
6778,ECL,2018 q3,1510,0.5494356876413649,"Chip Moore, CFA",0.2952140482929911,male,Canaccord Genuity,"('ECL', '2018 q3')",0.0
6779,ECL,2018 q3,1510,0.5494356876413649,Manav S. Patnaik,0.3419813394207492,male,Barclays,"('ECL', '2018 q3')",0.0
6780,FCX,2018 q3,1510,0.4946999654178531,"Orest Wowkodaw, CFA",0.1333389201267544,male,Scotiabank GBM,"('FCX', '2018 q3')",0.0
6781,FCX,2018 q3,1510,0.4946999654178531,Analyst Desk TeleTrade,0.4771266221066659,Not a person,Teletrade-DJ International Consulting Ltd,"('FCX', '2018 q3')",0.025315893813967705
6782,FCX,2018 q3,1510,0.4946999654178531,Mr. Stephen D. Walker,0.1438341452820198,male,RBC Capital Markets,"('FCX', '2018 q3')",0.0
6783,FCX,2018 q3,1510,0.4946999654178531,Mr. Oscar Cabrera,0.1396911267066579,male,CIBC Capital Markets,"('FCX', '2018 q3')",0.0
6784,FCX,2018 q3,1510,0.4946999654178531,Chris R. Terry,0.8643123682737676,male,Deutsche Bank,"('FCX', '2018 q3')",0.0
6785,FCX,2018 q3,1510,0.4946999654178531,Timna Tanners,0.3834268481091687,female,BofA Global Research,"('FCX', '2018 q3')",0.0
6786,MLM,2018 q3,1510,0.7338929939617576,Timna Tanners,0.4166760802190787,female,BofA Global Research,"('MLM', '2018 q3')",0.0
6787,VMC,2018 q3,1510,0.7698667170075897,Timna Tanners,0.5626763374555075,female,BofA Global Research,"('VMC', '2018 q3')",0.0
6788,FCX,2018 q3,1510,0.4946999654178531,S&P pool,0.4013083241589404,Not a person,CFRA Equity Research,"('FCX', '2018 q3')",0.0
6789,IFF,2018 q3,1510,0.8576905753495491,Mr. Andrew Lane,0.7627494840832582,male,"Morningstar, Inc.","('IFF', '2018 q3')",0.0
6790,NUE,2018 q3,1510,0.5632489287275262,Mr. Andrew Lane,0.4532325646236134,male,"Morningstar, Inc.","('NUE', '2018 q3')",0.0
6791,IFF,2018 q3,1510,0.8576905753495491,Ms. Faiza Alwy,0.9778487224231672,female,Deutsche Bank,"('IFF', '2018 q3')",0.0
6792,IFF,2018 q3,1510,0.8576905753495491,Ms. Lauren R. Lieberman,0.6148390869108007,female,Barclays,"('IFF', '2018 q3')",0.0
6793,IFF,2018 q3,1510,0.8576905753495491,"Mr. Fintan Ryan, CFA",0.576219836814599,male,Berenberg,"('IFF', '2018 q3')",0.0
6794,IP,2018 q3,1510,0.5677895770726671,Ms. Debbie A. Jones,0.8543704188893725,female,Deutsche Bank,"('IP', '2018 q3')",0.0
6795,WRK,2018 q3,1510,0.6896093355558311,Ms. Debbie A. Jones,0.4742946747342212,female,Deutsche Bank,"('WRK', '2018 q3')",0.0
6796,IP,2018 q3,1510,0.5677895770726671,Charles Gross,0.5274861303903959,male,"Morningstar, Inc.","('IP', '2018 q3')",0.0
6797,PKG,2018 q3,1510,0.5281637278936717,Charles Gross,0.5182654483213883,male,"Morningstar, Inc.","('PKG', '2018 q3')",0.00516929104924202
6798,SEE,2018 q3,1510,0.8891350108963916,Charles Gross,0.883596332208655,male,"Morningstar, Inc.","('SEE', '2018 q3')",0.0
6799,SHW,2018 q3,1510,0.6336173921986346,Charles Gross,0.8334143224722848,male,"Morningstar, Inc.","('SHW', '2018 q3')",0.0
6800,IP,2018 q3,1510,0.5677895770726671,George L. Staphos,0.4175150228775019,male,BofA Global Research,"('IP', '2018 q3')",0.0
6801,PKG,2018 q3,1510,0.5281637278936717,George L. Staphos,0.4977724344043882,male,BofA Global Research,"('PKG', '2018 q3')",0.05366409942507744
6802,SEE,2018 q3,1510,0.8891350108963916,George L. Staphos,0.7720330719958086,male,BofA Global Research,"('SEE', '2018 q3')",0.03333333507180214
6803,WRK,2018 q3,1510,0.6896093355558311,George L. Staphos,0.7186199388623978,male,BofA Global Research,"('WRK', '2018 q3')",0.03333333507180214
6804,IP,2018 q3,1510,0.5677895770726671,"Mark A. Weintraub, CFA",0.2964477810954243,male,The Buckingham Research Group,"('IP', '2018 q3')",0.046948470175266266
6805,WRK,2018 q3,1510,0.6896093355558311,"Mark A. Weintraub, CFA",0.3963646316206121,male,The Buckingham Research Group,"('WRK', '2018 q3')",0.0
6806,MLM,2018 q3,1510,0.7338929939617576,Mr. Adam Seiden,0.5450802368994022,male,Barclays,"('MLM', '2018 q3')",0.0
6807,MLM,2018 q3,1510,0.7338929939617576,Trey Grooms,0.5673575995279482,male,Stephens Inc.,"('MLM', '2018 q3')",0.0
6808,VMC,2018 q3,1510,0.7698667170075897,Trey Grooms,0.6590277569386198,male,Stephens Inc.,"('VMC', '2018 q3')",0.0
6809,MLM,2018 q3,1510,0.7338929939617576,Mr. Rohit Seth,0.4443293174837114,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2018 q3')",0.005032124929130077
6810,MLM,2018 q3,1510,0.7338929939617576,Mr. Kristoffer Inton,0.7428969965525977,male,"Morningstar, Inc.","('MLM', '2018 q3')",0.0
6811,VMC,2018 q3,1510,0.7698667170075897,Mr. Kristoffer Inton,0.7783564193428195,male,"Morningstar, Inc.","('VMC', '2018 q3')",0.022222223381201427
6812,MOS,2018 q3,1510,0.3978134963676436,"Mr. Jacob J. Bout, CFA",0.1100347475365643,male,CIBC Capital Markets,"('MOS', '2018 q3')",0.019981324672698975
6813,NEM,2018 q3,1510,0.7200995797644302,"Ms. Anita P. Soni, CFA",0.4545539890102211,female,Credit Suisse,"('NEM', '2018 q3')",0.0
6814,NEM,2018 q3,1510,0.7200995797644302,Credit Suisse Global Product Marketing,0.6325775003879274,Not a person,Credit Suisse,"('NEM', '2018 q3')",0.0
6815,PPG,2018 q3,1510,0.760735539651875,Credit Suisse Global Product Marketing,0.8206594814839245,Not a person,Credit Suisse,"('PPG', '2018 q3')",0.0
6816,NEM,2018 q3,1510,0.7200995797644302,Acquisdata Research Team,0.6167935993961386,Not a person,Acquisdata,"('NEM', '2018 q3')",0.0
6817,NUE,2018 q3,1510,0.5632489287275262,"Mr. Curt R. Woodworth, CFA",0.4661751328519896,male,Credit Suisse,"('NUE', '2018 q3')",0.0
6818,NUE,2018 q3,1510,0.5632489287275262,"Mr. Seth R. Rosenfeld, CFA",0.6115883173102429,male,Jefferies,"('NUE', '2018 q3')",0.0
6819,PPG,2018 q3,1510,0.760735539651875,"Mr. Kevin W. Hocevar, CFA",0.4036891915401642,male,Northcoast Research,"('PPG', '2018 q3')",0.0
6820,PPG,2018 q3,1510,0.760735539651875,Mr. Patrick G. Lambert,0.3254924557131499,male,Raymond James Europe RJEE/RJFI,"('PPG', '2018 q3')",0.0
6821,SHW,2018 q3,1510,0.6336173921986346,"Rosemarie J. Morbelli, CFA",0.3175166468890789,female,Gabelli & Company,"('SHW', '2018 q3')",0.0
6822,SHW,2018 q3,1510,0.6336173921986346,"Nishu Sood, CFA",0.3486222834156806,male,Deutsche Bank,"('SHW', '2018 q3')",0.0
6823,SHW,2018 q3,1510,0.6336173921986346,"Charles E. Cerankosky, Jr",0.526137787698007,male,Northcoast Research,"('SHW', '2018 q3')",0.013412768952548504
6824,SHW,2018 q3,1510,0.6336173921986346,Scott A. Mushkin,0.2906317896997846,male,Wolfe Research,"('SHW', '2018 q3')",0.0
6825,VMC,2018 q3,1510,0.7698667170075897,"Philip H. Ng, CFA",0.5498096148423367,male,Jefferies,"('VMC', '2018 q3')",0.013316599652171135
6826,VMC,2018 q3,1510,0.7698667170075897,Michael Dahl,0.4570421532281806,male,RBC Capital Markets,"('VMC', '2018 q3')",0.0
6827,WRK,2018 q3,1510,0.6896093355558311,Mr. Paul C. Quinn,0.4293904803624311,male,RBC Capital Markets,"('WRK', '2018 q3')",0.0
6828,ABBV,2018 q1,3520,0.4392330759803582,"Mr. Vamil Divan, MD",0.1842597108256664,male,Credit Suisse,"('ABBV', '2018 q1')",0.00880076177418232
6829,LLY,2018 q1,3520,0.6224156214132006,"Mr. Vamil Divan, MD",0.4346887065039326,male,Credit Suisse,"('LLY', '2018 q1')",0.0
6830,MRK,2018 q1,3520,0.541591996895553,"Mr. Vamil Divan, MD",0.2971899741454994,male,Credit Suisse,"('MRK', '2018 q1')",0.0
6831,PFE,2018 q1,3520,0.5778654623177484,"Mr. Vamil Divan, MD",0.3826214623957673,male,Credit Suisse,"('PFE', '2018 q1')",0.0
6832,ABBV,2018 q1,3520,0.4392330759803582,"Ms. Y. Katherine Xu, PHD",0.1134375660566918,female,William Blair & Company,"('ABBV', '2018 q1')",0.0
6833,GILD,2018 q1,3520,0.2240934733407349,"Ms. Y. Katherine Xu, PHD",0.0965061878358423,female,William Blair & Company,"('GILD', '2018 q1')",0.0
6834,INCY,2018 q1,3520,0.1425747131721096,"Ms. Y. Katherine Xu, PHD",0.0613965845148817,female,William Blair & Company,"('INCY', '2018 q1')",0.0
6835,VRTX,2018 q1,3520,0.3497789209180024,"Ms. Y. Katherine Xu, PHD",0.0690170829576878,female,William Blair & Company,"('VRTX', '2018 q1')",0.0
6836,ABBV,2018 q1,3520,0.4392330759803582,"Mr. Jason M. Gerberry, MBA",0.0873891312198567,male,BofA Global Research,"('ABBV', '2018 q1')",0.0
6837,MRK,2018 q1,3520,0.541591996895553,"Mr. Jason M. Gerberry, MBA",0.2685102318226135,male,BofA Global Research,"('MRK', '2018 q1')",0.01666666753590107
6838,MYL,2018 q1,3520,0.6759014700974656,"Mr. Jason M. Gerberry, MBA",0.4309380372749924,male,BofA Global Research,"('MYL', '2018 q1')",0.02421214757487178
6839,PFE,2018 q1,3520,0.5778654623177484,"Mr. Jason M. Gerberry, MBA",0.4441577816483238,male,BofA Global Research,"('PFE', '2018 q1')",0.0
6840,ABBV,2018 q1,3520,0.4392330759803582,Mr. Geoffrey Meacham,0.4854879750324614,male,Barclays,"('ABBV', '2018 q1')",0.0
6841,ALXN,2018 q1,3520,0.4385588119348674,Mr. Geoffrey Meacham,0.1150845562510947,male,Barclays,"('ALXN', '2018 q1')",0.0
6842,GILD,2018 q1,3520,0.2240934733407349,Mr. Geoffrey Meacham,0.0422001210098175,male,Barclays,"('GILD', '2018 q1')",0.0
6843,INCY,2018 q1,3520,0.1425747131721096,Mr. Geoffrey Meacham,0.0649408638057498,male,Barclays,"('INCY', '2018 q1')",0.0
6844,JNJ,2018 q1,3520,0.6740206737868517,Mr. Geoffrey Meacham,0.696232243168242,male,Barclays,"('JNJ', '2018 q1')",0.0
6845,MRK,2018 q1,3520,0.541591996895553,Mr. Geoffrey Meacham,0.4789130352309633,male,Barclays,"('MRK', '2018 q1')",0.0
6846,PFE,2018 q1,3520,0.5778654623177484,Mr. Geoffrey Meacham,0.3764484594059138,male,Barclays,"('PFE', '2018 q1')",0.0
6847,VRTX,2018 q1,3520,0.3497789209180024,Mr. Geoffrey Meacham,0.2765058288827473,male,Barclays,"('VRTX', '2018 q1')",0.0
6848,ABBV,2018 q1,3520,0.4392330759803582,Mr. John T. Boris,0.0936309829163673,male,SunTrust Robinson Humphrey Capital Markets,"('ABBV', '2018 q1')",0.0
6849,LLY,2018 q1,3520,0.6224156214132006,Mr. John T. Boris,0.2395041141867369,male,SunTrust Robinson Humphrey Capital Markets,"('LLY', '2018 q1')",0.0
6850,MRK,2018 q1,3520,0.541591996895553,Mr. John T. Boris,0.1674729448703216,male,SunTrust Robinson Humphrey Capital Markets,"('MRK', '2018 q1')",0.01968359388411045
6851,PFE,2018 q1,3520,0.5778654623177484,Mr. John T. Boris,0.2061881688573712,male,SunTrust Robinson Humphrey Capital Markets,"('PFE', '2018 q1')",0.0
6852,ABBV,2018 q1,3520,0.4392330759803582,"Stephen M. Scala, CFA",0.1270677084025921,male,Cowen and Company,"('ABBV', '2018 q1')",0.005389370645085971
6853,LLY,2018 q1,3520,0.6224156214132006,"Stephen M. Scala, CFA",0.2714871207378091,male,Cowen and Company,"('LLY', '2018 q1')",0.0
6854,MRK,2018 q1,3520,0.541591996895553,"Stephen M. Scala, CFA",0.1620446643327158,male,Cowen and Company,"('MRK', '2018 q1')",0.017352843657135963
6855,ABBV,2018 q1,3520,0.4392330759803582,Mr. Gregg Gilbert,0.7256623743527771,male,Deutsche Bank,"('ABBV', '2018 q1')",0.01666666753590107
6856,LLY,2018 q1,3520,0.6224156214132006,Mr. Gregg Gilbert,0.90958044792196,male,Deutsche Bank,"('LLY', '2018 q1')",0.0
6857,MRK,2018 q1,3520,0.541591996895553,Mr. Gregg Gilbert,0.8929927527852491,male,Deutsche Bank,"('MRK', '2018 q1')",0.0
6858,MYL,2018 q1,3520,0.6759014700974656,Mr. Gregg Gilbert,0.93871202103159,male,Deutsche Bank,"('MYL', '2018 q1')",0.01666666753590107
6859,PFE,2018 q1,3520,0.5778654623177484,Mr. Gregg Gilbert,0.913875862327886,male,Deutsche Bank,"('PFE', '2018 q1')",0.0
6860,ABBV,2018 q1,3520,0.4392330759803582,"Mr. Tony Butler, PHD",0.1040363360349706,male,Guggenheim Securities LLC,"('ABBV', '2018 q1')",0.02397860214114189
6861,INCY,2018 q1,3520,0.1425747131721096,"Mr. Tony Butler, PHD",0.0463377486068303,male,Guggenheim Securities LLC,"('INCY', '2018 q1')",0.0
6862,PFE,2018 q1,3520,0.5778654623177484,"Mr. Tony Butler, PHD",0.2283330857516672,male,Guggenheim Securities LLC,"('PFE', '2018 q1')",0.0
6863,VRTX,2018 q1,3520,0.3497789209180024,"Mr. Tony Butler, PHD",0.0692569595736405,male,Guggenheim Securities LLC,"('VRTX', '2018 q1')",0.0
6864,ABBV,2018 q1,3520,0.4392330759803582,Mr. Christopher J. Raymond,0.2625589117192545,male,Piper Sandler Companies,"('ABBV', '2018 q1')",0.0
6865,ALXN,2018 q1,3520,0.4385588119348674,Mr. Christopher J. Raymond,0.5638627361214157,male,Piper Sandler Companies,"('ALXN', '2018 q1')",0.0
6866,REGN,2018 q1,3520,0.0745187141252358,Mr. Christopher J. Raymond,0.0745187141252357,male,Piper Sandler Companies,"('REGN', '2018 q1')",0.0
6867,ABBV,2018 q1,3520,0.4392330759803582,Justin S. Smith,0.697709885991395,male,Societe Generale,"('ABBV', '2018 q1')",0.0
6868,MRK,2018 q1,3520,0.541591996895553,Justin S. Smith,0.6315622747170984,male,Societe Generale,"('MRK', '2018 q1')",0.0
6869,ABBV,2018 q1,3520,0.4392330759803582,"Mr. Jeffrey Loo, CFA",0.5164411048025543,male,CFRA Equity Research,"('ABBV', '2018 q1')",0.0
6870,ALXN,2018 q1,3520,0.4385588119348674,"Mr. Jeffrey Loo, CFA",0.4534207697074213,male,CFRA Equity Research,"('ALXN', '2018 q1')",0.0
6871,AMGN,2018 q1,3520,0.6507642394497258,"Mr. Jeffrey Loo, CFA",0.6033884960332452,male,CFRA Equity Research,"('AMGN', '2018 q1')",0.0
6872,GILD,2018 q1,3520,0.2240934733407349,"Mr. Jeffrey Loo, CFA",0.2338003960854221,male,CFRA Equity Research,"('GILD', '2018 q1')",0.0
6873,ILMN,2018 q1,3520,0.3895378581602405,"Mr. Jeffrey Loo, CFA",0.5506125204546735,male,CFRA Equity Research,"('ILMN', '2018 q1')",0.0
6874,IQV,2018 q1,3520,0.6557536304676981,"Mr. Jeffrey Loo, CFA",0.8799559012463634,male,CFRA Equity Research,"('IQV', '2018 q1')",0.0
6875,JNJ,2018 q1,3520,0.6740206737868517,"Mr. Jeffrey Loo, CFA",0.6502060104278999,male,CFRA Equity Research,"('JNJ', '2018 q1')",0.0
6876,LLY,2018 q1,3520,0.6224156214132006,"Mr. Jeffrey Loo, CFA",0.5333149128938127,male,CFRA Equity Research,"('LLY', '2018 q1')",0.0
6877,MRK,2018 q1,3520,0.541591996895553,"Mr. Jeffrey Loo, CFA",0.4897238423098572,male,CFRA Equity Research,"('MRK', '2018 q1')",0.0
6878,MTD,2018 q1,3520,0.6077986381975153,"Mr. Jeffrey Loo, CFA",0.5637144780835853,male,CFRA Equity Research,"('MTD', '2018 q1')",0.0
6879,PFE,2018 q1,3520,0.5778654623177484,"Mr. Jeffrey Loo, CFA",0.7656515994108147,male,CFRA Equity Research,"('PFE', '2018 q1')",0.0
6880,PKI,2018 q1,3520,0.6153815023603391,"Mr. Jeffrey Loo, CFA",0.5181181191162105,male,CFRA Equity Research,"('PKI', '2018 q1')",0.0
6881,PRGO,2018 q1,3520,0.5382898148112036,"Mr. Jeffrey Loo, CFA",0.5057009180214281,male,CFRA Equity Research,"('PRGO', '2018 q1')",0.0
6882,TMO,2018 q1,3520,0.5671965914043622,"Mr. Jeffrey Loo, CFA",0.4709501566465177,male,CFRA Equity Research,"('TMO', '2018 q1')",0.0
6883,VRTX,2018 q1,3520,0.3497789209180024,"Mr. Jeffrey Loo, CFA",0.383097225273094,male,CFRA Equity Research,"('VRTX', '2018 q1')",0.0
6884,WAT,2018 q1,3520,0.6486250125111777,"Mr. Jeffrey Loo, CFA",0.5872204494381282,male,CFRA Equity Research,"('WAT', '2018 q1')",0.0
6885,ABBV,2018 q1,3520,0.4392330759803582,Mr. David R. Risinger,0.24827505883657,male,Morgan Stanley,"('ABBV', '2018 q1')",0.0
6886,LLY,2018 q1,3520,0.6224156214132006,Mr. David R. Risinger,0.2359389703862487,male,Morgan Stanley,"('LLY', '2018 q1')",0.03264477849006653
6887,MRK,2018 q1,3520,0.541591996895553,Mr. David R. Risinger,0.173337637284965,male,Morgan Stanley,"('MRK', '2018 q1')",0.0
6888,MYL,2018 q1,3520,0.6759014700974656,Mr. David R. Risinger,0.3200108081914578,male,Morgan Stanley,"('MYL', '2018 q1')",0.0
6889,PFE,2018 q1,3520,0.5778654623177484,Mr. David R. Risinger,0.2398677562431792,male,Morgan Stanley,"('PFE', '2018 q1')",0.0
6890,ABBV,2018 q1,3520,0.4392330759803582,Dr. Josh Schimmer,0.1870135753935197,male,EVERCORE ISI,"('ABBV', '2018 q1')",0.0
6891,ALXN,2018 q1,3520,0.4385588119348674,Dr. Josh Schimmer,0.1612649495838728,male,EVERCORE ISI,"('ALXN', '2018 q1')",0.022051002830266953
6892,INCY,2018 q1,3520,0.1425747131721096,Dr. Josh Schimmer,0.0477921385853224,male,EVERCORE ISI,"('INCY', '2018 q1')",0.0
6893,ALXN,2018 q1,3520,0.4385588119348674,CFRA Research,0.4282425037641302,Not a person,CFRA Equity Research,"('ALXN', '2018 q1')",0.0
6894,GILD,2018 q1,3520,0.2240934733407349,CFRA Research,0.2219471208973894,Not a person,CFRA Equity Research,"('GILD', '2018 q1')",0.0
6895,MRK,2018 q1,3520,0.541591996895553,CFRA Research,0.5006844677479827,Not a person,CFRA Equity Research,"('MRK', '2018 q1')",0.0
6896,MTD,2018 q1,3520,0.6077986381975153,CFRA Research,0.5472283618798931,Not a person,CFRA Equity Research,"('MTD', '2018 q1')",0.0
6897,MYL,2018 q1,3520,0.6759014700974656,CFRA Research,0.5938689920597918,Not a person,CFRA Equity Research,"('MYL', '2018 q1')",0.0
6898,PKI,2018 q1,3520,0.6153815023603391,CFRA Research,0.5094489867040471,Not a person,CFRA Equity Research,"('PKI', '2018 q1')",0.0
6899,PRGO,2018 q1,3520,0.5382898148112036,CFRA Research,0.5014319192022343,Not a person,CFRA Equity Research,"('PRGO', '2018 q1')",0.0
6900,TMO,2018 q1,3520,0.5671965914043622,CFRA Research,0.463296257202403,Not a person,CFRA Equity Research,"('TMO', '2018 q1')",0.0
6901,WAT,2018 q1,3520,0.6486250125111777,CFRA Research,0.586025356274836,Not a person,CFRA Equity Research,"('WAT', '2018 q1')",0.0
6902,ALXN,2018 q1,3520,0.4385588119348674,"Eric T. Schmidt, PHD",0.0994620778437419,male,Cowen and Company,"('ALXN', '2018 q1')",0.0
6903,ALXN,2018 q1,3520,0.4385588119348674,Mr. Andrew R. Peters,0.246836258008087,male,Deutsche Bank,"('ALXN', '2018 q1')",0.005805841647088528
6904,AMGN,2018 q1,3520,0.6507642394497258,Mr. Andrew R. Peters,0.8824633189772058,male,Deutsche Bank,"('AMGN', '2018 q1')",0.0
6905,GILD,2018 q1,3520,0.2240934733407349,Mr. Andrew R. Peters,0.2670462502311812,male,Deutsche Bank,"('GILD', '2018 q1')",0.0
6906,ALXN,2018 q1,3520,0.4385588119348674,"Dr. Martin Auster, M.D.",0.2550207655518795,male,Credit Suisse,"('ALXN', '2018 q1')",0.01792646385729313
6907,ALXN,2018 q1,3520,0.4385588119348674,Kelsey Tsai,0.5257862614287021,female,"Morningstar, Inc.","('ALXN', '2018 q1')",0.0
6908,INCY,2018 q1,3520,0.1425747131721096,Kelsey Tsai,0.2687520353324813,female,"Morningstar, Inc.","('INCY', '2018 q1')",0.0
6909,IQV,2018 q1,3520,0.6557536304676981,Kelsey Tsai,0.8669259960199416,female,"Morningstar, Inc.","('IQV', '2018 q1')",0.0
6910,VRTX,2018 q1,3520,0.3497789209180024,Kelsey Tsai,0.2697292627460523,female,"Morningstar, Inc.","('VRTX', '2018 q1')",0.0
6911,ALXN,2018 q1,3520,0.4385588119348674,Imron Zafar,0.191655493489991,male,SunTrust Robinson Humphrey Capital Markets,"('ALXN', '2018 q1')",0.0
6912,ALXN,2018 q1,3520,0.4385588119348674,Acquisdata Research Team,0.3619582821400329,Not a person,Acquisdata,"('ALXN', '2018 q1')",0.0
6913,ALXN,2018 q1,3520,0.4385588119348674,"Mr. Ying Huang, PHD",0.3368103765070909,male,BofA Global Research,"('ALXN', '2018 q1')",0.04264600947499275
6914,AMGN,2018 q1,3520,0.6507642394497258,"Mr. Ying Huang, PHD",0.5730011605508908,male,BofA Global Research,"('AMGN', '2018 q1')",0.0
6915,GILD,2018 q1,3520,0.2240934733407349,"Mr. Ying Huang, PHD",0.2754043974723509,male,BofA Global Research,"('GILD', '2018 q1')",0.0
6916,INCY,2018 q1,3520,0.1425747131721096,"Mr. Ying Huang, PHD",0.2096491551309733,male,BofA Global Research,"('INCY', '2018 q1')",0.0
6917,ALXN,2018 q1,3520,0.4385588119348674,"Kennen MacKay, PHD",0.1158251235998921,male,RBC Capital Markets,"('ALXN', '2018 q1')",0.030224505811929703
6918,AMGN,2018 q1,3520,0.6507642394497258,"Kennen MacKay, PHD",0.294088118811601,male,RBC Capital Markets,"('AMGN', '2018 q1')",0.0
6919,AMGN,2018 q1,3520,0.6507642394497258,"Ms. Karen Andersen, CFA",0.5898977190446562,female,"Morningstar, Inc.","('AMGN', '2018 q1')",0.0
6920,GILD,2018 q1,3520,0.2240934733407349,"Ms. Karen Andersen, CFA",0.2518851055330439,female,"Morningstar, Inc.","('GILD', '2018 q1')",0.0
6921,AMGN,2018 q1,3520,0.6507642394497258,Ms. Alethia R. Young,0.3517184789476777,female,Credit Suisse,"('AMGN', '2018 q1')",0.0
6922,GILD,2018 q1,3520,0.2240934733407349,Ms. Alethia R. Young,0.1131336206452657,female,Credit Suisse,"('GILD', '2018 q1')",0.0
6923,VRTX,2018 q1,3520,0.3497789209180024,Ms. Alethia R. Young,0.2022480576965434,female,Credit Suisse,"('VRTX', '2018 q1')",0.0
6924,AMGN,2018 q1,3520,0.6507642394497258,"Matt Phipps, PHD",0.3582539626303704,male,William Blair & Company,"('AMGN', '2018 q1')",0.0
6925,AMGN,2018 q1,3520,0.6507642394497258,Mr. Ravindra kulkarni,0.5767197583101901,male,Crispidea,"('AMGN', '2018 q1')",0.0
6926,TMO,2018 q1,3520,0.5671965914043622,Mr. Ravindra kulkarni,0.4744991202009566,male,Crispidea,"('TMO', '2018 q1')",0.0
6927,GILD,2018 q1,3520,0.2240934733407349,"Brian Abrahams, MD",0.0533011889441845,male,RBC Capital Markets,"('GILD', '2018 q1')",0.0
6928,INCY,2018 q1,3520,0.1425747131721096,"Brian Abrahams, MD",0.0411457400370504,male,RBC Capital Markets,"('INCY', '2018 q1')",0.0107229920104146
6929,VRTX,2018 q1,3520,0.3497789209180024,"Brian Abrahams, MD",0.0891702563014655,male,RBC Capital Markets,"('VRTX', '2018 q1')",0.0
6930,GILD,2018 q1,3520,0.2240934733407349,"Mr. Phil M. Nadeau, PHD",0.0415066234922124,male,Cowen and Company,"('GILD', '2018 q1')",0.0
6931,GILD,2018 q1,3520,0.2240934733407349,Mr. Michael J. Yee,0.070051386814981,male,Jefferies,"('GILD', '2018 q1')",0.022777730599045753
6932,GILD,2018 q1,3520,0.2240934733407349,Mr. Seamus C. Fernandez,0.0498118224289664,male,SVB Leerink,"('GILD', '2018 q1')",0.0
6933,LLY,2018 q1,3520,0.6224156214132006,Mr. Seamus C. Fernandez,0.1915401883509052,male,SVB Leerink,"('LLY', '2018 q1')",0.0
6934,MRK,2018 q1,3520,0.541591996895553,Mr. Seamus C. Fernandez,0.2451432961458255,male,SVB Leerink,"('MRK', '2018 q1')",0.0
6935,PFE,2018 q1,3520,0.5778654623177484,Mr. Seamus C. Fernandez,0.178626205272462,male,SVB Leerink,"('PFE', '2018 q1')",0.0
6936,ILMN,2018 q1,3520,0.3895378581602405,"Amanda L. Murphy, CFA",0.1481706166224423,female,William Blair & Company,"('ILMN', '2018 q1')",0.0
6937,ILMN,2018 q1,3520,0.3895378581602405,Mr. Steve Beuchaw,0.117077088642359,male,Morgan Stanley,"('ILMN', '2018 q1')",0.01614161767065525
6938,MTD,2018 q1,3520,0.6077986381975153,Mr. Steve Beuchaw,0.348722518588533,male,Morgan Stanley,"('MTD', '2018 q1')",0.0
6939,PKI,2018 q1,3520,0.6153815023603391,Mr. Steve Beuchaw,0.6070535587621251,male,Morgan Stanley,"('PKI', '2018 q1')",0.0
6940,WAT,2018 q1,3520,0.6486250125111777,Mr. Steve Beuchaw,0.295975903196237,male,Morgan Stanley,"('WAT', '2018 q1')",0.0
6941,ILMN,2018 q1,3520,0.3895378581602405,Derik De Bruin,0.3804091101534164,male,BofA Global Research,"('ILMN', '2018 q1')",0.0
6942,MTD,2018 q1,3520,0.6077986381975153,Derik De Bruin,0.3694599313570304,male,BofA Global Research,"('MTD', '2018 q1')",0.0
6943,PKI,2018 q1,3520,0.6153815023603391,Derik De Bruin,0.6821490961762673,male,BofA Global Research,"('PKI', '2018 q1')",0.03333333507180214
6944,TMO,2018 q1,3520,0.5671965914043622,Derik De Bruin,0.2326986272602094,male,BofA Global Research,"('TMO', '2018 q1')",0.0
6945,WAT,2018 q1,3520,0.6486250125111777,Derik De Bruin,0.4110365473920508,male,BofA Global Research,"('WAT', '2018 q1')",0.0
6946,ILMN,2018 q1,3520,0.3895378581602405,"Mr. Jack Meehan, CFA",0.1284453988889864,male,Barclays,"('ILMN', '2018 q1')",0.0
6947,MTD,2018 q1,3520,0.6077986381975153,"Mr. Jack Meehan, CFA",0.3830332542612917,male,Barclays,"('MTD', '2018 q1')",0.0
6948,PKI,2018 q1,3520,0.6153815023603391,"Mr. Jack Meehan, CFA",0.2725571569628808,male,Barclays,"('PKI', '2018 q1')",0.0
6949,TMO,2018 q1,3520,0.5671965914043622,"Mr. Jack Meehan, CFA",0.2757636539304593,male,Barclays,"('TMO', '2018 q1')",0.0
6950,WAT,2018 q1,3520,0.6486250125111777,"Mr. Jack Meehan, CFA",0.3893596232992116,male,Barclays,"('WAT', '2018 q1')",0.015480618923902512
6951,ILMN,2018 q1,3520,0.3895378581602405,Mr. Ross Muken,0.1638580747159386,male,EVERCORE ISI,"('ILMN', '2018 q1')",0.0
6952,IQV,2018 q1,3520,0.6557536304676981,Mr. Ross Muken,0.4555653558090515,male,EVERCORE ISI,"('IQV', '2018 q1')",0.0
6953,MTD,2018 q1,3520,0.6077986381975153,Mr. Ross Muken,0.7096499219574506,male,EVERCORE ISI,"('MTD', '2018 q1')",0.0
6954,PKI,2018 q1,3520,0.6153815023603391,Mr. Ross Muken,0.5830305281771457,male,EVERCORE ISI,"('PKI', '2018 q1')",0.0
6955,TMO,2018 q1,3520,0.5671965914043622,Mr. Ross Muken,0.4930602103023592,male,EVERCORE ISI,"('TMO', '2018 q1')",0.010968383401632309
6956,WAT,2018 q1,3520,0.6486250125111777,Mr. Ross Muken,0.5557088372425016,male,EVERCORE ISI,"('WAT', '2018 q1')",0.0
6957,ILMN,2018 q1,3520,0.3895378581602405,"William R. Quirk, CFA",0.2677213576724396,male,Piper Sandler Companies,"('ILMN', '2018 q1')",0.0
6958,PKI,2018 q1,3520,0.6153815023603391,"William R. Quirk, CFA",0.515518329227733,male,Piper Sandler Companies,"('PKI', '2018 q1')",0.0
6959,ILMN,2018 q1,3520,0.3895378581602405,Mr. Douglas A. Schenkel,0.1974718176866744,male,Cowen and Company,"('ILMN', '2018 q1')",0.0
6960,TMO,2018 q1,3520,0.5671965914043622,Mr. Douglas A. Schenkel,0.531158437478592,male,Cowen and Company,"('TMO', '2018 q1')",0.0
6961,ILMN,2018 q1,3520,0.3895378581602405,David M. Westenberg,0.143758092725359,male,C.L. King & Associates,"('ILMN', '2018 q1')",0.0
6962,ILMN,2018 q1,3520,0.3895378581602405,Ms. Sung Ji Nam,0.1674347873519767,female,BTIG,"('ILMN', '2018 q1')",0.0
6963,TMO,2018 q1,3520,0.5671965914043622,Ms. Sung Ji Nam,0.2427194833935133,female,BTIG,"('TMO', '2018 q1')",0.0
6964,ILMN,2018 q1,3520,0.3895378581602405,Mr. Mark A. Massaro,0.3164741838451479,male,Canaccord Genuity,"('ILMN', '2018 q1')",0.00768001563847065
6965,ILMN,2018 q1,3520,0.3895378581602405,Michael Waterhouse,0.5242683176453861,male,"Morningstar, Inc.","('ILMN', '2018 q1')",0.011111111690600714
6966,MYL,2018 q1,3520,0.6759014700974656,Michael Waterhouse,0.573462346608099,male,"Morningstar, Inc.","('MYL', '2018 q1')",0.0
6967,PRGO,2018 q1,3520,0.5382898148112036,Michael Waterhouse,0.6469047323498744,male,"Morningstar, Inc.","('PRGO', '2018 q1')",0.0
6968,ILMN,2018 q1,3520,0.3895378581602405,Mr. Dan Leonard,0.2583652671963223,male,Deutsche Bank,"('ILMN', '2018 q1')",0.0
6969,MTD,2018 q1,3520,0.6077986381975153,Mr. Dan Leonard,0.2630011080594031,male,Deutsche Bank,"('MTD', '2018 q1')",0.0
6970,PKI,2018 q1,3520,0.6153815023603391,Mr. Dan Leonard,0.3901319253370333,male,Deutsche Bank,"('PKI', '2018 q1')",0.0
6971,INCY,2018 q1,3520,0.1425747131721096,"Dr. Andrew S. Berens, MD",0.0460779493715272,male,Morgan Stanley,"('INCY', '2018 q1')",0.0
6972,IQV,2018 q1,3520,0.6557536304676981,"John C. Kreger, III",0.5230311363509617,male,William Blair & Company,"('IQV', '2018 q1')",0.019430841008822124
6973,IQV,2018 q1,3520,0.6557536304676981,George Hill,0.2830244768446681,male,RBC Capital Markets,"('IQV', '2018 q1')",0.0
6974,IQV,2018 q1,3520,0.6557536304676981,"Mr. Sandy Y. Draper, CFA",0.347030662697657,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2018 q1')",0.011928837280720472
6975,JNJ,2018 q1,3520,0.6740206737868517,Mr. Glenn Novarro,0.2643753397123433,male,RBC Capital Markets,"('JNJ', '2018 q1')",0.0
6976,JNJ,2018 q1,3520,0.6740206737868517,Lawrence H. Biegelsen,0.2981798135451194,male,"Wells Fargo Securities, LLC","('JNJ', '2018 q1')",0.0
6977,JNJ,2018 q1,3520,0.6740206737868517,SADIF Research,0.9694512050199264,Not a person,Sadif Analytics Prime,"('JNJ', '2018 q1')",0.9264664947986603
6978,LLY,2018 q1,3520,0.6224156214132006,SADIF Research,0.9751521285695836,Not a person,Sadif Analytics Prime,"('LLY', '2018 q1')",0.9622615575790405
6979,WAT,2018 q1,3520,0.6486250125111777,SADIF Research,0.9783627265639802,Not a person,Sadif Analytics Prime,"('WAT', '2018 q1')",0.9513674974441528
6980,JNJ,2018 q1,3520,0.6740206737868517,"Mr. Dane V. Leone, III",0.2458515229526972,male,BTIG,"('JNJ', '2018 q1')",0.025129083544015884
6981,JNJ,2018 q1,3520,0.6740206737868517,Ms. Danielle J. Antalffy,0.3418812183502037,female,SVB Leerink,"('JNJ', '2018 q1')",0.0
6982,JNJ,2018 q1,3520,0.6740206737868517,"Mr. Damien Conover, CFA",0.6369324658501728,male,"Morningstar, Inc.","('JNJ', '2018 q1')",0.0
6983,LLY,2018 q1,3520,0.6224156214132006,"Mr. Damien Conover, CFA",0.6104758211803522,male,"Morningstar, Inc.","('LLY', '2018 q1')",0.0
6984,JNJ,2018 q1,3520,0.6740206737868517,Florent Cespedes,0.5509159634775079,male,Societe Generale,"('JNJ', '2018 q1')",0.0
6985,LLY,2018 q1,3520,0.6224156214132006,Florent Cespedes,0.5375512398425951,male,Societe Generale,"('LLY', '2018 q1')",0.0
6986,PFE,2018 q1,3520,0.5778654623177484,Florent Cespedes,0.563223340201993,male,Societe Generale,"('PFE', '2018 q1')",0.0
6987,JNJ,2018 q1,3520,0.6740206737868517,Ms. Shejal Ajmera,0.6432344373742483,female,Crispidea,"('JNJ', '2018 q1')",0.0
6988,PFE,2018 q1,3520,0.5778654623177484,Ms. Shejal Ajmera,0.3770028048242972,female,Crispidea,"('PFE', '2018 q1')",0.0
6989,LLY,2018 q1,3520,0.6224156214132006,Mr. Kurt Kemper,0.1913567837834408,male,Hilliard Lyons,"('LLY', '2018 q1')",0.024396111257374287
6990,MTD,2018 q1,3520,0.6077986381975153,"Mr. Paul R. Knight, CFA",0.3987651084492402,male,Janney Montgomery Scott LLC,"('MTD', '2018 q1')",0.0
6991,PKI,2018 q1,3520,0.6153815023603391,"Mr. Paul R. Knight, CFA",0.2470491336177736,male,Janney Montgomery Scott LLC,"('PKI', '2018 q1')",0.020911652594804764
6992,WAT,2018 q1,3520,0.6486250125111777,"Mr. Paul R. Knight, CFA",0.2768441328786556,male,Janney Montgomery Scott LLC,"('WAT', '2018 q1')",0.0
6993,MTD,2018 q1,3520,0.6077986381975153,"Elliott L. Schlang, CFA",0.2798260975870387,male,Great Lakes/Wellington Shields,"('MTD', '2018 q1')",0.0
6994,MTD,2018 q1,3520,0.6077986381975153,Mr. Brandon Couillard,0.3482935059241617,male,Jefferies,"('MTD', '2018 q1')",0.0
6995,WAT,2018 q1,3520,0.6486250125111777,Mr. Brandon Couillard,0.272958689611221,male,Jefferies,"('WAT', '2018 q1')",0.0
6996,MTD,2018 q1,3520,0.6077986381975153,"Mr. Alex Morozov, CFA",0.7934146349411252,male,"Morningstar, Inc.","('MTD', '2018 q1')",0.0
6997,TMO,2018 q1,3520,0.5671965914043622,"Mr. Alex Morozov, CFA",0.642768123072976,male,"Morningstar, Inc.","('TMO', '2018 q1')",0.0
6998,WAT,2018 q1,3520,0.6486250125111777,"Mr. Alex Morozov, CFA",0.6647801076882384,male,"Morningstar, Inc.","('WAT', '2018 q1')",0.0
6999,MYL,2018 q1,3520,0.6759014700974656,Mr. Timothy Chiang,0.2427063569876299,male,BTIG,"('MYL', '2018 q1')",0.0
7000,PRGO,2018 q1,3520,0.5382898148112036,Mr. Timothy Chiang,0.3528993556805771,male,BTIG,"('PRGO', '2018 q1')",0.0
7001,MYL,2018 q1,3520,0.6759014700974656,Mr. Rohit G. Vanjani,0.3881497967570415,male,Guggenheim Securities LLC,"('MYL', '2018 q1')",0.0
7002,MYL,2018 q1,3520,0.6759014700974656,Andrew J. Finkelstein,0.6469820660649243,male,Susquehanna Financial Group LLLP,"('MYL', '2018 q1')",0.0
7003,MYL,2018 q1,3520,0.6759014700974656,David A. Amsellem,0.7459166418285486,male,Piper Sandler Companies,"('MYL', '2018 q1')",0.0
7004,PRGO,2018 q1,3520,0.5382898148112036,Dewey Steadman,0.2137039581184774,male,Canaccord Genuity,"('PRGO', '2018 q1')",0.012151353061199188
7005,PRGO,2018 q1,3520,0.5382898148112036,Mr. Patrick R. R. Trucchio,0.3288021645269572,male,Berenberg,"('PRGO', '2018 q1')",0.0
7006,PRGO,2018 q1,3520,0.5382898148112036,Mr. David M. Steinberg,0.3835067169039389,male,Jefferies,"('PRGO', '2018 q1')",0.0
7007,PRGO,2018 q1,3520,0.5382898148112036,"Randall S. Stanicky, CFA",0.4045678509887047,male,RBC Capital Markets,"('PRGO', '2018 q1')",0.0
7008,REGN,2018 q1,3520,0.0745187141252358,"Mr. John L. Newman, Ph.D., CFA, PHD",0.0745187141252357,male,Canaccord Genuity,"('REGN', '2018 q1')",0.02900649420917034
7009,TMO,2018 q1,3520,0.5671965914043622,Mr. Tycho W. Peterson,0.4305132374780423,male,JPMorgan,"('TMO', '2018 q1')",0.0
7010,VRTX,2018 q1,3520,0.3497789209180024,Navin Jacob,0.8645062321255155,male,Deutsche Bank,"('VRTX', '2018 q1')",0.011204654350876808
7011,VRTX,2018 q1,3520,0.3497789209180024,"Mr. Jason McCarthy, PHD",0.0679875595651046,male,Maxim Group,"('VRTX', '2018 q1')",0.014481963589787483
7012,VRTX,2018 q1,3520,0.3497789209180024,Edward A. Tenthoff,0.0826309161444022,male,Piper Sandler Companies,"('VRTX', '2018 q1')",0.0
7013,ABBV,2018 q2,3520,0.433486971896895,"Ms. Y. Katherine Xu, PHD",0.0840973505622023,female,William Blair & Company,"('ABBV', '2018 q2')",0.0
7014,INCY,2018 q2,3520,0.1787234905414442,"Ms. Y. Katherine Xu, PHD",0.0491725935541713,female,William Blair & Company,"('INCY', '2018 q2')",0.022970102727413177
7015,VRTX,2018 q2,3520,0.2677064464844159,"Ms. Y. Katherine Xu, PHD",0.0881604548152875,female,William Blair & Company,"('VRTX', '2018 q2')",0.0
7016,ABBV,2018 q2,3520,0.433486971896895,"Mr. Jason M. Gerberry, MBA",0.3400357438139946,male,BofA Global Research,"('ABBV', '2018 q2')",0.0
7017,LLY,2018 q2,3520,0.5389846444504711,"Mr. Jason M. Gerberry, MBA",0.3034954768491147,male,BofA Global Research,"('LLY', '2018 q2')",0.0
7018,MYL,2018 q2,3520,0.6836548786780954,"Mr. Jason M. Gerberry, MBA",0.4292254069298616,male,BofA Global Research,"('MYL', '2018 q2')",0.01666666753590107
7019,PFE,2018 q2,3520,0.7774052336174082,"Mr. Jason M. Gerberry, MBA",0.5138445123219216,male,BofA Global Research,"('PFE', '2018 q2')",0.0
7020,ABBV,2018 q2,3520,0.433486971896895,CFRA Research,0.4904023730090095,Not a person,CFRA Equity Research,"('ABBV', '2018 q2')",0.0
7021,ALXN,2018 q2,3520,0.4301644588719047,CFRA Research,0.503161204609803,Not a person,CFRA Equity Research,"('ALXN', '2018 q2')",0.0
7022,AMGN,2018 q2,3520,0.7711556173964527,CFRA Research,0.6210925051792908,Not a person,CFRA Equity Research,"('AMGN', '2018 q2')",0.0
7023,GILD,2018 q2,3520,0.414728301063453,CFRA Research,0.3606855170969658,Not a person,CFRA Equity Research,"('GILD', '2018 q2')",0.0
7024,ILMN,2018 q2,3520,0.4876298733002063,CFRA Research,0.5284762744572844,Not a person,CFRA Equity Research,"('ILMN', '2018 q2')",0.0
7025,IQV,2018 q2,3520,0.7272326197551695,CFRA Research,0.7071493750980293,Not a person,CFRA Equity Research,"('IQV', '2018 q2')",0.0
7026,JNJ,2018 q2,3520,0.550112949720216,CFRA Research,0.5207928857605256,Not a person,CFRA Equity Research,"('JNJ', '2018 q2')",0.0
7027,LLY,2018 q2,3520,0.5389846444504711,CFRA Research,0.5058587451469474,Not a person,CFRA Equity Research,"('LLY', '2018 q2')",0.0
7028,MRK,2018 q2,3520,0.5658566680667645,CFRA Research,0.572411567218441,Not a person,CFRA Equity Research,"('MRK', '2018 q2')",0.0
7029,MTD,2018 q2,3520,0.5138664067024967,CFRA Research,0.4855704085313232,Not a person,CFRA Equity Research,"('MTD', '2018 q2')",0.0
7030,MYL,2018 q2,3520,0.6836548786780954,CFRA Research,0.4883710997246314,Not a person,CFRA Equity Research,"('MYL', '2018 q2')",0.0
7031,PFE,2018 q2,3520,0.7774052336174082,CFRA Research,0.7998756805634115,Not a person,CFRA Equity Research,"('PFE', '2018 q2')",0.0
7032,PKI,2018 q2,3520,0.4162752990930316,CFRA Research,0.7205859582798434,Not a person,CFRA Equity Research,"('PKI', '2018 q2')",0.0
7033,PRGO,2018 q2,3520,0.6870353736400292,CFRA Research,0.5100832387830094,Not a person,CFRA Equity Research,"('PRGO', '2018 q2')",0.0
7034,TMO,2018 q2,3520,0.6412352591716104,CFRA Research,0.6260129866589966,Not a person,CFRA Equity Research,"('TMO', '2018 q2')",0.0
7035,VRTX,2018 q2,3520,0.2677064464844159,CFRA Research,0.3440367559011607,Not a person,CFRA Equity Research,"('VRTX', '2018 q2')",0.0
7036,WAT,2018 q2,3520,0.6702151384869726,CFRA Research,0.686832983050244,Not a person,CFRA Equity Research,"('WAT', '2018 q2')",0.0
7037,ABBV,2018 q2,3520,0.433486971896895,Ms. Shejal Ajmera,0.302534265811995,female,Crispidea,"('ABBV', '2018 q2')",0.0
7038,ABBV,2018 q2,3520,0.433486971896895,Mr. Christopher J. Raymond,0.1086423828577314,male,Piper Sandler Companies,"('ABBV', '2018 q2')",0.0
7039,AMGN,2018 q2,3520,0.7711556173964527,Mr. Christopher J. Raymond,0.7086268879690413,male,Piper Sandler Companies,"('AMGN', '2018 q2')",0.0
7040,ABBV,2018 q2,3520,0.433486971896895,Justin S. Smith,0.1374935147557926,male,Societe Generale,"('ABBV', '2018 q2')",0.0
7041,ABBV,2018 q2,3520,0.433486971896895,Dr. Josh Schimmer,0.1991808302959461,male,EVERCORE ISI,"('ABBV', '2018 q2')",0.0
7042,ALXN,2018 q2,3520,0.4301644588719047,Dr. Josh Schimmer,0.2676905621477765,male,EVERCORE ISI,"('ALXN', '2018 q2')",0.0
7043,INCY,2018 q2,3520,0.1787234905414442,Dr. Josh Schimmer,0.128732255620305,male,EVERCORE ISI,"('INCY', '2018 q2')",0.0
7044,ABBV,2018 q2,3520,0.433486971896895,"Mr. Vamil Divan, MD",0.2167577687190322,male,Credit Suisse,"('ABBV', '2018 q2')",0.0
7045,JNJ,2018 q2,3520,0.550112949720216,"Mr. Vamil Divan, MD",0.4860776626769353,male,Credit Suisse,"('JNJ', '2018 q2')",0.0
7046,LLY,2018 q2,3520,0.5389846444504711,"Mr. Vamil Divan, MD",0.412589950633742,male,Credit Suisse,"('LLY', '2018 q2')",0.0
7047,ABBV,2018 q2,3520,0.433486971896895,"Stephen M. Scala, CFA",0.1070749849525312,male,Cowen and Company,"('ABBV', '2018 q2')",0.0
7048,LLY,2018 q2,3520,0.5389846444504711,"Stephen M. Scala, CFA",0.1668482891027237,male,Cowen and Company,"('LLY', '2018 q2')",0.0
7049,MRK,2018 q2,3520,0.5658566680667645,"Stephen M. Scala, CFA",0.19360230760822,male,Cowen and Company,"('MRK', '2018 q2')",0.0
7050,ABBV,2018 q2,3520,0.433486971896895,Mr. David R. Risinger,0.1854857828686024,male,Morgan Stanley,"('ABBV', '2018 q2')",0.0
7051,LLY,2018 q2,3520,0.5389846444504711,Mr. David R. Risinger,0.2503352582018182,male,Morgan Stanley,"('LLY', '2018 q2')",0.0
7052,MRK,2018 q2,3520,0.5658566680667645,Mr. David R. Risinger,0.2073776860015455,male,Morgan Stanley,"('MRK', '2018 q2')",0.0
7053,MYL,2018 q2,3520,0.6836548786780954,Mr. David R. Risinger,0.7987204413512426,male,Morgan Stanley,"('MYL', '2018 q2')",0.0
7054,PRGO,2018 q2,3520,0.6870353736400292,Mr. David R. Risinger,0.4022876096162349,male,Morgan Stanley,"('PRGO', '2018 q2')",0.0
7055,ABBV,2018 q2,3520,0.433486971896895,Mr. John T. Boris,0.0928509955361458,male,SunTrust Robinson Humphrey Capital Markets,"('ABBV', '2018 q2')",0.0
7056,LLY,2018 q2,3520,0.5389846444504711,Mr. John T. Boris,0.2160911139231983,male,SunTrust Robinson Humphrey Capital Markets,"('LLY', '2018 q2')",0.0
7057,MRK,2018 q2,3520,0.5658566680667645,Mr. John T. Boris,0.1691751802954698,male,SunTrust Robinson Humphrey Capital Markets,"('MRK', '2018 q2')",0.0
7058,PFE,2018 q2,3520,0.7774052336174082,Mr. John T. Boris,0.4960329573899898,male,SunTrust Robinson Humphrey Capital Markets,"('PFE', '2018 q2')",0.0
7059,ABBV,2018 q2,3520,0.433486971896895,"Mr. Tony Butler, PHD",0.2623301714712426,male,Guggenheim Securities LLC,"('ABBV', '2018 q2')",0.0
7060,GILD,2018 q2,3520,0.414728301063453,"Mr. Tony Butler, PHD",0.0768185038695408,male,Guggenheim Securities LLC,"('GILD', '2018 q2')",0.0
7061,INCY,2018 q2,3520,0.1787234905414442,"Mr. Tony Butler, PHD",0.0396671370201696,male,Guggenheim Securities LLC,"('INCY', '2018 q2')",0.06022313982248306
7062,JNJ,2018 q2,3520,0.550112949720216,"Mr. Tony Butler, PHD",0.3774066811879003,male,Guggenheim Securities LLC,"('JNJ', '2018 q2')",0.021254777908325195
7063,LLY,2018 q2,3520,0.5389846444504711,"Mr. Tony Butler, PHD",0.1811403295191903,male,Guggenheim Securities LLC,"('LLY', '2018 q2')",0.014876330271363258
7064,MRK,2018 q2,3520,0.5658566680667645,"Mr. Tony Butler, PHD",0.1751261768184475,male,Guggenheim Securities LLC,"('MRK', '2018 q2')",0.0
7065,ABBV,2018 q2,3520,0.433486971896895,Mr. Gregg Gilbert,0.8505396272181457,male,Deutsche Bank,"('ABBV', '2018 q2')",0.0
7066,LLY,2018 q2,3520,0.5389846444504711,Mr. Gregg Gilbert,0.8942213800229873,male,Deutsche Bank,"('LLY', '2018 q2')",0.0
7067,MRK,2018 q2,3520,0.5658566680667645,Mr. Gregg Gilbert,0.903885423660327,male,Deutsche Bank,"('MRK', '2018 q2')",0.0
7068,MYL,2018 q2,3520,0.6836548786780954,Mr. Gregg Gilbert,0.9681906148639776,male,Deutsche Bank,"('MYL', '2018 q2')",0.0
7069,PFE,2018 q2,3520,0.7774052336174082,Mr. Gregg Gilbert,0.9304742721933648,male,Deutsche Bank,"('PFE', '2018 q2')",0.0
7070,PRGO,2018 q2,3520,0.6870353736400292,Mr. Gregg Gilbert,0.944156550746992,male,Deutsche Bank,"('PRGO', '2018 q2')",0.0
7071,ABBV,2018 q2,3520,0.433486971896895,Credit Suisse Global Product Marketing,0.6361644830041742,Not a person,Credit Suisse,"('ABBV', '2018 q2')",0.013719412498176098
7072,ALXN,2018 q2,3520,0.4301644588719047,Kelsey Tsai,0.502339213983034,female,"Morningstar, Inc.","('ALXN', '2018 q2')",0.006479363422840834
7073,INCY,2018 q2,3520,0.1787234905414442,Kelsey Tsai,0.2418696390982636,female,"Morningstar, Inc.","('INCY', '2018 q2')",0.0
7074,IQV,2018 q2,3520,0.7272326197551695,Kelsey Tsai,0.860032722483366,female,"Morningstar, Inc.","('IQV', '2018 q2')",0.0
7075,VRTX,2018 q2,3520,0.2677064464844159,Kelsey Tsai,0.2693692425542061,female,"Morningstar, Inc.","('VRTX', '2018 q2')",0.0
7076,ALXN,2018 q2,3520,0.4301644588719047,Imron Zafar,0.1930291830820823,male,SunTrust Robinson Humphrey Capital Markets,"('ALXN', '2018 q2')",0.0
7077,ALXN,2018 q2,3520,0.4301644588719047,"Mr. Ying Huang, PHD",0.2510081687490478,male,BofA Global Research,"('ALXN', '2018 q2')",0.0
7078,AMGN,2018 q2,3520,0.7711556173964527,"Mr. Ying Huang, PHD",0.4362492777317048,male,BofA Global Research,"('AMGN', '2018 q2')",0.0
7079,INCY,2018 q2,3520,0.1787234905414442,"Mr. Ying Huang, PHD",0.1069611076115178,male,BofA Global Research,"('INCY', '2018 q2')",0.017461037263274193
7080,ALXN,2018 q2,3520,0.4301644588719047,"Dr. Martin Auster, M.D.",0.3630820555716856,male,Credit Suisse,"('ALXN', '2018 q2')",0.0
7081,AMGN,2018 q2,3520,0.7711556173964527,"Ms. Karen Andersen, CFA",0.6877070193991184,female,"Morningstar, Inc.","('AMGN', '2018 q2')",0.0
7082,GILD,2018 q2,3520,0.414728301063453,"Ms. Karen Andersen, CFA",0.4067992863142344,female,"Morningstar, Inc.","('GILD', '2018 q2')",0.0
7083,AMGN,2018 q2,3520,0.7711556173964527,"Kennen MacKay, PHD",0.3536053391929256,male,RBC Capital Markets,"('AMGN', '2018 q2')",0.0
7084,AMGN,2018 q2,3520,0.7711556173964527,Mr. Andrew R. Peters,0.8865830961534255,male,Deutsche Bank,"('AMGN', '2018 q2')",0.0
7085,GILD,2018 q2,3520,0.414728301063453,Mr. Andrew R. Peters,0.7950189029423562,male,Deutsche Bank,"('GILD', '2018 q2')",0.0
7086,AMGN,2018 q2,3520,0.7711556173964527,Mr. Geoffrey Meacham,0.5493662491420586,male,Barclays,"('AMGN', '2018 q2')",0.0
7087,GILD,2018 q2,3520,0.414728301063453,Mr. Geoffrey Meacham,0.322995154110431,male,Barclays,"('GILD', '2018 q2')",0.0
7088,INCY,2018 q2,3520,0.1787234905414442,Mr. Geoffrey Meacham,0.4440255201230568,male,Barclays,"('INCY', '2018 q2')",0.0
7089,JNJ,2018 q2,3520,0.550112949720216,Mr. Geoffrey Meacham,0.4243147822055637,male,Barclays,"('JNJ', '2018 q2')",0.0
7090,LLY,2018 q2,3520,0.5389846444504711,Mr. Geoffrey Meacham,0.4848783743453999,male,Barclays,"('LLY', '2018 q2')",0.0
7091,MRK,2018 q2,3520,0.5658566680667645,Mr. Geoffrey Meacham,0.615243843899435,male,Barclays,"('MRK', '2018 q2')",0.0
7092,PFE,2018 q2,3520,0.7774052336174082,Mr. Geoffrey Meacham,0.6071232695395822,male,Barclays,"('PFE', '2018 q2')",0.0
7093,AMGN,2018 q2,3520,0.7711556173964527,SADIF Research,0.9769789452708544,Not a person,Sadif Analytics Prime,"('AMGN', '2018 q2')",0.946792483329773
7094,IQV,2018 q2,3520,0.7272326197551695,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('IQV', '2018 q2')",0.9778178334236145
7095,MYL,2018 q2,3520,0.6836548786780954,SADIF Research,0.9702153131337644,Not a person,Sadif Analytics Prime,"('MYL', '2018 q2')",0.9393485188484192
7096,PFE,2018 q2,3520,0.7774052336174082,SADIF Research,0.9780920861864244,Not a person,Sadif Analytics Prime,"('PFE', '2018 q2')",0.944383978843689
7097,AMGN,2018 q2,3520,0.7711556173964527,Mr. Ravindra kulkarni,0.8312838461385728,male,Crispidea,"('AMGN', '2018 q2')",0.0
7098,GILD,2018 q2,3520,0.414728301063453,Mr. Ravindra kulkarni,0.3481076160676501,male,Crispidea,"('GILD', '2018 q2')",0.0
7099,MRK,2018 q2,3520,0.5658566680667645,Mr. Ravindra kulkarni,0.3299261624017258,male,Crispidea,"('MRK', '2018 q2')",0.0
7100,PFE,2018 q2,3520,0.7774052336174082,Mr. Ravindra kulkarni,0.5223712677928481,male,Crispidea,"('PFE', '2018 q2')",0.0
7101,TMO,2018 q2,3520,0.6412352591716104,Mr. Ravindra kulkarni,0.7082116469008772,male,Crispidea,"('TMO', '2018 q2')",0.0
7102,AMGN,2018 q2,3520,0.7711556173964527,Mr. Geoffrey Porges,0.3532117336150943,male,SVB Leerink,"('AMGN', '2018 q2')",0.0
7103,GILD,2018 q2,3520,0.414728301063453,Mr. Geoffrey Porges,0.0953663370751169,male,SVB Leerink,"('GILD', '2018 q2')",0.029943508096039295
7104,REGN,2018 q2,3520,0.0478373706941649,Mr. Geoffrey Porges,0.0285202823726212,male,SVB Leerink,"('REGN', '2018 q2')",0.0
7105,GILD,2018 q2,3520,0.414728301063453,"Mr. Jason McCarthy, PHD",0.0781029897553743,male,Maxim Group,"('GILD', '2018 q2')",0.0
7106,VRTX,2018 q2,3520,0.2677064464844159,"Mr. Jason McCarthy, PHD",0.1026080563178939,male,Maxim Group,"('VRTX', '2018 q2')",0.0
7107,GILD,2018 q2,3520,0.414728301063453,Mr. Alistair Campbell,0.4510830527958254,male,Berenberg,"('GILD', '2018 q2')",0.0
7108,LLY,2018 q2,3520,0.5389846444504711,Mr. Alistair Campbell,0.4641361703024161,male,Berenberg,"('LLY', '2018 q2')",0.0
7109,MRK,2018 q2,3520,0.5658566680667645,Mr. Alistair Campbell,0.7356563092071502,male,Berenberg,"('MRK', '2018 q2')",0.03333333507180214
7110,PFE,2018 q2,3520,0.7774052336174082,Mr. Alistair Campbell,0.5005374791324074,male,Berenberg,"('PFE', '2018 q2')",0.01827813871204853
7111,GILD,2018 q2,3520,0.414728301063453,Ms. Alethia R. Young,0.1796803416029867,female,Credit Suisse,"('GILD', '2018 q2')",0.0
7112,INCY,2018 q2,3520,0.1787234905414442,Ms. Alethia R. Young,0.0842842330768861,female,Credit Suisse,"('INCY', '2018 q2')",0.0
7113,VRTX,2018 q2,3520,0.2677064464844159,Ms. Alethia R. Young,0.1976532889260166,female,Credit Suisse,"('VRTX', '2018 q2')",0.015757309272885323
7114,GILD,2018 q2,3520,0.414728301063453,Mr. Michael J. Yee,0.2653676468889079,male,Jefferies,"('GILD', '2018 q2')",0.0
7115,GILD,2018 q2,3520,0.414728301063453,Mr. Mark D. Purcell,0.1211495957031925,male,Redburn (Europe) Limited,"('GILD', '2018 q2')",0.02881859801709652
7116,GILD,2018 q2,3520,0.414728301063453,"Mr. Phil M. Nadeau, PHD",0.0900175714296652,male,Cowen and Company,"('GILD', '2018 q2')",0.0
7117,ILMN,2018 q2,3520,0.4876298733002063,Mr. Ross Muken,0.6360662649724946,male,EVERCORE ISI,"('ILMN', '2018 q2')",0.0
7118,MTD,2018 q2,3520,0.5138664067024967,Mr. Ross Muken,0.4580660131050675,male,EVERCORE ISI,"('MTD', '2018 q2')",0.0
7119,PKI,2018 q2,3520,0.4162752990930316,Mr. Ross Muken,0.3753075828029443,male,EVERCORE ISI,"('PKI', '2018 q2')",0.0
7120,TMO,2018 q2,3520,0.6412352591716104,Mr. Ross Muken,0.4120524625524401,male,EVERCORE ISI,"('TMO', '2018 q2')",0.0
7121,ILMN,2018 q2,3520,0.4876298733002063,"Mr. Jack Meehan, CFA",0.1521938059632805,male,Barclays,"('ILMN', '2018 q2')",0.0
7122,PKI,2018 q2,3520,0.4162752990930316,"Mr. Jack Meehan, CFA",0.1318368886618651,male,Barclays,"('PKI', '2018 q2')",0.0
7123,WAT,2018 q2,3520,0.6702151384869726,"Mr. Jack Meehan, CFA",0.2853054728386657,male,Barclays,"('WAT', '2018 q2')",0.0
7124,ILMN,2018 q2,3520,0.4876298733002063,Derik De Bruin,0.3357620638650169,male,BofA Global Research,"('ILMN', '2018 q2')",0.0
7125,MTD,2018 q2,3520,0.5138664067024967,Derik De Bruin,0.4228563233762604,male,BofA Global Research,"('MTD', '2018 q2')",0.0
7126,PKI,2018 q2,3520,0.4162752990930316,Derik De Bruin,0.3298339436561329,male,BofA Global Research,"('PKI', '2018 q2')",0.0
7127,TMO,2018 q2,3520,0.6412352591716104,Derik De Bruin,0.3212567489807266,male,BofA Global Research,"('TMO', '2018 q2')",0.0
7128,WAT,2018 q2,3520,0.6702151384869726,Derik De Bruin,0.7153830145939492,male,BofA Global Research,"('WAT', '2018 q2')",0.03471161611378193
7129,ILMN,2018 q2,3520,0.4876298733002063,Mr. Mark A. Massaro,0.2622148176695409,male,Canaccord Genuity,"('ILMN', '2018 q2')",0.008253988189001879
7130,ILMN,2018 q2,3520,0.4876298733002063,David M. Westenberg,0.1554435547740632,male,C.L. King & Associates,"('ILMN', '2018 q2')",0.02816988155245781
7131,ILMN,2018 q2,3520,0.4876298733002063,Michael Waterhouse,0.5282026423419939,male,"Morningstar, Inc.","('ILMN', '2018 q2')",0.0
7132,PRGO,2018 q2,3520,0.6870353736400292,Michael Waterhouse,0.6468713093837484,male,"Morningstar, Inc.","('PRGO', '2018 q2')",0.0
7133,ILMN,2018 q2,3520,0.4876298733002063,"William R. Quirk, CFA",0.3710381476760561,male,Piper Sandler Companies,"('ILMN', '2018 q2')",0.0
7134,PKI,2018 q2,3520,0.4162752990930316,"William R. Quirk, CFA",0.2338795019646535,male,Piper Sandler Companies,"('PKI', '2018 q2')",0.0
7135,ILMN,2018 q2,3520,0.4876298733002063,Mr. Douglas A. Schenkel,0.4076581637163366,male,Cowen and Company,"('ILMN', '2018 q2')",0.0
7136,WAT,2018 q2,3520,0.6702151384869726,Mr. Douglas A. Schenkel,0.5994212591567367,male,Cowen and Company,"('WAT', '2018 q2')",0.0
7137,ILMN,2018 q2,3520,0.4876298733002063,Mr. Steve Beuchaw,0.1607927453540371,male,Morgan Stanley,"('ILMN', '2018 q2')",0.02132164128124714
7138,WAT,2018 q2,3520,0.6702151384869726,Mr. Steve Beuchaw,0.7063360415630477,male,Morgan Stanley,"('WAT', '2018 q2')",0.03333333507180214
7139,INCY,2018 q2,3520,0.1787234905414442,Mr. Peter Lawson,0.0255797411100962,male,SunTrust Robinson Humphrey Capital Markets,"('INCY', '2018 q2')",0.02085471022874117
7140,INCY,2018 q2,3520,0.1787234905414442,"Brian Abrahams, MD",0.0386897129184549,male,RBC Capital Markets,"('INCY', '2018 q2')",0.00581731554120779
7141,INCY,2018 q2,3520,0.1787234905414442,Mr. Thomas J. Smith,0.0461519279644188,male,Morgan Stanley,"('INCY', '2018 q2')",0.0
7142,INCY,2018 q2,3520,0.1787234905414442,Jing He,0.046777855182357,female,Gabelli & Company,"('INCY', '2018 q2')",0.041821920312941074
7143,IQV,2018 q2,3520,0.7272326197551695,Ms. Erin E. Wright,0.4425289525245776,female,Credit Suisse,"('IQV', '2018 q2')",0.0
7144,IQV,2018 q2,3520,0.7272326197551695,S&P pool,0.705884843309373,Not a person,CFRA Equity Research,"('IQV', '2018 q2')",0.0
7145,JNJ,2018 q2,3520,0.550112949720216,S&P pool,0.5348401024039098,Not a person,CFRA Equity Research,"('JNJ', '2018 q2')",0.0
7146,MTD,2018 q2,3520,0.5138664067024967,S&P pool,0.4863151331011101,Not a person,CFRA Equity Research,"('MTD', '2018 q2')",0.0
7147,MYL,2018 q2,3520,0.6836548786780954,S&P pool,0.4657835722454419,Not a person,CFRA Equity Research,"('MYL', '2018 q2')",0.0
7148,PRGO,2018 q2,3520,0.6870353736400292,S&P pool,0.496230244443626,Not a person,CFRA Equity Research,"('PRGO', '2018 q2')",0.0
7149,IQV,2018 q2,3520,0.7272326197551695,"Mr. Sandy Y. Draper, CFA",0.4116055407479579,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2018 q2')",0.0
7150,IQV,2018 q2,3520,0.7272326197551695,"John C. Kreger, III",0.4550758014337583,male,William Blair & Company,"('IQV', '2018 q2')",0.0
7151,IQV,2018 q2,3520,0.7272326197551695,Sean W. Wieland,0.4042201919513759,male,Piper Sandler Companies,"('IQV', '2018 q2')",0.0
7152,IQV,2018 q2,3520,0.7272326197551695,George Hill,0.3698673683341461,male,RBC Capital Markets,"('IQV', '2018 q2')",0.0
7153,JNJ,2018 q2,3520,0.550112949720216,Lawrence H. Biegelsen,0.2464123700737837,male,"Wells Fargo Securities, LLC","('JNJ', '2018 q2')",0.0
7154,JNJ,2018 q2,3520,0.550112949720216,Mr. Glenn Novarro,0.4224179290602148,male,RBC Capital Markets,"('JNJ', '2018 q2')",0.0
7155,JNJ,2018 q2,3520,0.550112949720216,Ms. Danielle J. Antalffy,0.4218331339414903,female,SVB Leerink,"('JNJ', '2018 q2')",0.0
7156,LLY,2018 q2,3520,0.5389846444504711,Mr. Kurt Kemper,0.1352788004151207,male,Hilliard Lyons,"('LLY', '2018 q2')",0.025577258318662643
7157,LLY,2018 q2,3520,0.5389846444504711,"Mr. Damien Conover, CFA",0.5916238801401299,male,"Morningstar, Inc.","('LLY', '2018 q2')",0.0
7158,MRK,2018 q2,3520,0.5658566680667645,Ms. Shubhadha Mathad,0.2825112269619422,female,Crispidea,"('MRK', '2018 q2')",0.0
7159,MRK,2018 q2,3520,0.5658566680667645,Acquisdata Research Team,0.3617433692555424,Not a person,Acquisdata,"('MRK', '2018 q2')",0.0
7160,MTD,2018 q2,3520,0.5138664067024967,Mr. Dan Leonard,0.476218135942643,male,Deutsche Bank,"('MTD', '2018 q2')",0.0
7161,PKI,2018 q2,3520,0.4162752990930316,Mr. Dan Leonard,0.2070116523613757,male,Deutsche Bank,"('PKI', '2018 q2')",0.0
7162,MTD,2018 q2,3520,0.5138664067024967,"Mr. Paul R. Knight, CFA",0.2700697618567625,male,Janney Montgomery Scott LLC,"('MTD', '2018 q2')",0.0
7163,MTD,2018 q2,3520,0.5138664067024967,"Elliott L. Schlang, CFA",0.2471263407797173,male,Great Lakes/Wellington Shields,"('MTD', '2018 q2')",0.0
7164,MYL,2018 q2,3520,0.6836548786780954,"Randall S. Stanicky, CFA",0.3388753454966177,male,RBC Capital Markets,"('MYL', '2018 q2')",0.0
7165,PRGO,2018 q2,3520,0.6870353736400292,"Randall S. Stanicky, CFA",0.6359745864041831,male,RBC Capital Markets,"('PRGO', '2018 q2')",0.03333333507180214
7166,MYL,2018 q2,3520,0.6836548786780954,Mr. Ken C. Cacciatore,0.3810051255305907,male,Cowen and Company,"('MYL', '2018 q2')",0.0
7167,MYL,2018 q2,3520,0.6836548786780954,Mr. Rohit G. Vanjani,0.3837845512975639,male,Guggenheim Securities LLC,"('MYL', '2018 q2')",0.0
7168,MYL,2018 q2,3520,0.6836548786780954,Ms. Ami Fadia,0.3474272812735709,female,SVB Leerink,"('MYL', '2018 q2')",0.0
7169,PRGO,2018 q2,3520,0.6870353736400292,Ms. Ami Fadia,0.4420672572757531,female,SVB Leerink,"('PRGO', '2018 q2')",0.01580795645713806
7170,MYL,2018 q2,3520,0.6836548786780954,Douglas D. Tsao,0.2577688690639321,male,Barclays,"('MYL', '2018 q2')",0.0
7171,PRGO,2018 q2,3520,0.6870353736400292,Douglas D. Tsao,0.5995449917073751,male,Barclays,"('PRGO', '2018 q2')",0.0
7172,PKI,2018 q2,3520,0.4162752990930316,Mr. Brandon Couillard,0.2330810163888958,male,Jefferies,"('PKI', '2018 q2')",0.0
7173,TMO,2018 q2,3520,0.6412352591716104,Mr. Brandon Couillard,0.5160973957546093,male,Jefferies,"('TMO', '2018 q2')",0.0
7174,PRGO,2018 q2,3520,0.6870353736400292,Mr. David M. Steinberg,0.4608251006434737,male,Jefferies,"('PRGO', '2018 q2')",0.0
7175,PRGO,2018 q2,3520,0.6870353736400292,Mr. Patrick R. R. Trucchio,0.3874593142550271,male,Berenberg,"('PRGO', '2018 q2')",0.0
7176,PRGO,2018 q2,3520,0.6870353736400292,Dewey Steadman,0.2954704981676553,male,Canaccord Genuity,"('PRGO', '2018 q2')",0.006528614088892937
7177,PRGO,2018 q2,3520,0.6870353736400292,Mr. Timothy Chiang,0.5299026325011607,male,BTIG,"('PRGO', '2018 q2')",0.0
7178,REGN,2018 q2,3520,0.0478373706941649,Adnan S. Butt,0.0489828085960611,male,Guggenheim Securities LLC,"('REGN', '2018 q2')",0.02397807501256466
7179,REGN,2018 q2,3520,0.0478373706941649,"Mr. John L. Newman, Ph.D., CFA, PHD",0.0543318696939133,male,Canaccord Genuity,"('REGN', '2018 q2')",0.0
7180,TMO,2018 q2,3520,0.6412352591716104,"Mr. Alex Morozov, CFA",0.7077182417830341,male,"Morningstar, Inc.","('TMO', '2018 q2')",0.0
7181,WAT,2018 q2,3520,0.6702151384869726,"Mr. Alex Morozov, CFA",0.6982402479929134,male,"Morningstar, Inc.","('WAT', '2018 q2')",0.0
7182,VRTX,2018 q2,3520,0.2677064464844159,Mr. Matthew K. Harrison,0.2447241114024334,male,Morgan Stanley,"('VRTX', '2018 q2')",0.0
7183,WAT,2018 q2,3520,0.6702151384869726,Ms. Sung Ji Nam,0.313808546289673,female,BTIG,"('WAT', '2018 q2')",0.0
7184,WAT,2018 q2,3520,0.6702151384869726,"Amanda L. Murphy, CFA",0.3830576354308417,female,William Blair & Company,"('WAT', '2018 q2')",0.0
7185,ABBV,2018 q3,3520,0.6019095686027958,Mr. Geoffrey Porges,0.1700859019009706,male,SVB Leerink,"('ABBV', '2018 q3')",0.0
7186,ALXN,2018 q3,3520,0.4506867565869344,Mr. Geoffrey Porges,0.1168644278671843,male,SVB Leerink,"('ALXN', '2018 q3')",0.0074515510350465775
7187,AMGN,2018 q3,3520,0.467112715295947,Mr. Geoffrey Porges,0.1682752304796484,male,SVB Leerink,"('AMGN', '2018 q3')",0.01666666753590107
7188,REGN,2018 q3,3520,0.0329397044164979,Mr. Geoffrey Porges,0.0329397044164978,male,SVB Leerink,"('REGN', '2018 q3')",0.0
7189,VRTX,2018 q3,3520,0.1997610447546232,Mr. Geoffrey Porges,0.064057225288711,male,SVB Leerink,"('VRTX', '2018 q3')",0.0
7190,ABBV,2018 q3,3520,0.6019095686027958,Credit Suisse Global Product Marketing,0.8258191545650678,Not a person,Credit Suisse,"('ABBV', '2018 q3')",0.0
7191,ALXN,2018 q3,3520,0.4506867565869344,Credit Suisse Global Product Marketing,0.5924035726339395,Not a person,Credit Suisse,"('ALXN', '2018 q3')",0.0
7192,JNJ,2018 q3,3520,0.6858745525368367,Credit Suisse Global Product Marketing,0.6861296432567975,Not a person,Credit Suisse,"('JNJ', '2018 q3')",0.018736548721790314
7193,ABBV,2018 q3,3520,0.6019095686027958,"Mr. Vamil Divan, MD",0.1300434276128985,male,Credit Suisse,"('ABBV', '2018 q3')",0.0
7194,JNJ,2018 q3,3520,0.6858745525368367,"Mr. Vamil Divan, MD",0.3991634932831576,male,Credit Suisse,"('JNJ', '2018 q3')",0.0
7195,ABBV,2018 q3,3520,0.6019095686027958,Mr. Gregg Gilbert,0.8764393160116108,male,Deutsche Bank,"('ABBV', '2018 q3')",0.0
7196,LLY,2018 q3,3520,0.6981673829696512,Mr. Gregg Gilbert,0.8839302618057958,male,Deutsche Bank,"('LLY', '2018 q3')",0.0
7197,MRK,2018 q3,3520,0.7068732128072486,Mr. Gregg Gilbert,0.8686991301054492,male,Deutsche Bank,"('MRK', '2018 q3')",0.0
7198,MYL,2018 q3,3520,0.6272426234555776,Mr. Gregg Gilbert,0.8920671898370323,male,Deutsche Bank,"('MYL', '2018 q3')",0.0
7199,PFE,2018 q3,3520,0.6265532496655163,Mr. Gregg Gilbert,0.5662985149668665,male,Deutsche Bank,"('PFE', '2018 q3')",0.0
7200,PRGO,2018 q3,3520,0.5683789453682162,Mr. Gregg Gilbert,0.8670112391717605,male,Deutsche Bank,"('PRGO', '2018 q3')",0.0
7201,ABBV,2018 q3,3520,0.6019095686027958,"Mr. Damien Conover, CFA, CFA",0.9816567471820294,male,"Morningstar, Inc.","('ABBV', '2018 q3')",0.0
7202,ABBV,2018 q3,3520,0.6019095686027958,"Mr. Jeffrey Loo, CFA",0.3952408194862075,male,CFRA Equity Research,"('ABBV', '2018 q3')",0.0
7203,ALXN,2018 q3,3520,0.4506867565869344,"Mr. Jeffrey Loo, CFA",0.3621355098132059,male,CFRA Equity Research,"('ALXN', '2018 q3')",0.0
7204,AMGN,2018 q3,3520,0.467112715295947,"Mr. Jeffrey Loo, CFA",0.3909394129657679,male,CFRA Equity Research,"('AMGN', '2018 q3')",0.0
7205,GILD,2018 q3,3520,0.61102185237184,"Mr. Jeffrey Loo, CFA",0.3839798828136867,male,CFRA Equity Research,"('GILD', '2018 q3')",0.0
7206,ILMN,2018 q3,3520,0.4990569214195036,"Mr. Jeffrey Loo, CFA",0.3633584726918052,male,CFRA Equity Research,"('ILMN', '2018 q3')",0.0
7207,IQV,2018 q3,3520,0.6484482819977408,"Mr. Jeffrey Loo, CFA",0.7506518802262842,male,CFRA Equity Research,"('IQV', '2018 q3')",0.0
7208,JNJ,2018 q3,3520,0.6858745525368367,"Mr. Jeffrey Loo, CFA",0.3765702613524653,male,CFRA Equity Research,"('JNJ', '2018 q3')",0.0
7209,LLY,2018 q3,3520,0.6981673829696512,"Mr. Jeffrey Loo, CFA",0.3588521845214901,male,CFRA Equity Research,"('LLY', '2018 q3')",0.0
7210,MRK,2018 q3,3520,0.7068732128072486,"Mr. Jeffrey Loo, CFA",0.4878811324402276,male,CFRA Equity Research,"('MRK', '2018 q3')",0.0
7211,MTD,2018 q3,3520,0.6875207964605898,"Mr. Jeffrey Loo, CFA",0.5144295233099726,male,CFRA Equity Research,"('MTD', '2018 q3')",0.0
7212,MYL,2018 q3,3520,0.6272426234555776,"Mr. Jeffrey Loo, CFA",0.3577259777824584,male,CFRA Equity Research,"('MYL', '2018 q3')",0.0
7213,PFE,2018 q3,3520,0.6265532496655163,"Mr. Jeffrey Loo, CFA",0.5232298207373615,male,CFRA Equity Research,"('PFE', '2018 q3')",0.0
7214,PKI,2018 q3,3520,0.6983789751595744,"Mr. Jeffrey Loo, CFA",0.515999946488512,male,CFRA Equity Research,"('PKI', '2018 q3')",0.0
7215,PRGO,2018 q3,3520,0.5683789453682162,"Mr. Jeffrey Loo, CFA",0.4830035049029124,male,CFRA Equity Research,"('PRGO', '2018 q3')",0.0
7216,TMO,2018 q3,3520,0.6978112978940517,"Mr. Jeffrey Loo, CFA",0.4427286302436187,male,CFRA Equity Research,"('TMO', '2018 q3')",0.0
7217,VRTX,2018 q3,3520,0.1997610447546232,"Mr. Jeffrey Loo, CFA",0.2788294197048109,male,CFRA Equity Research,"('VRTX', '2018 q3')",0.0
7218,WAT,2018 q3,3520,0.6575692952574956,"Mr. Jeffrey Loo, CFA",0.3998377536359587,male,CFRA Equity Research,"('WAT', '2018 q3')",0.0
7219,ABBV,2018 q3,3520,0.6019095686027958,Mr. Alistair Campbell,0.1552973997007854,male,Berenberg,"('ABBV', '2018 q3')",0.0
7220,GILD,2018 q3,3520,0.61102185237184,Mr. Alistair Campbell,0.5145584993169949,male,Berenberg,"('GILD', '2018 q3')",0.0
7221,LLY,2018 q3,3520,0.6981673829696512,Mr. Alistair Campbell,0.4935485092890815,male,Berenberg,"('LLY', '2018 q3')",0.0
7222,MRK,2018 q3,3520,0.7068732128072486,Mr. Alistair Campbell,0.7321703905282986,male,Berenberg,"('MRK', '2018 q3')",0.0
7223,ABBV,2018 q3,3520,0.6019095686027958,"Stephen M. Scala, CFA",0.1288064523790489,male,Cowen and Company,"('ABBV', '2018 q3')",0.0
7224,MRK,2018 q3,3520,0.7068732128072486,"Stephen M. Scala, CFA",0.3754879512547748,male,Cowen and Company,"('MRK', '2018 q3')",0.0
7225,PFE,2018 q3,3520,0.6265532496655163,"Stephen M. Scala, CFA",0.3276943051233681,male,Cowen and Company,"('PFE', '2018 q3')",0.0
7226,ABBV,2018 q3,3520,0.6019095686027958,"Kevin Huang, CFA",0.4002196295234114,male,CFRA Equity Research,"('ABBV', '2018 q3')",0.0
7227,ALXN,2018 q3,3520,0.4506867565869344,"Kevin Huang, CFA",0.3418944007787439,male,CFRA Equity Research,"('ALXN', '2018 q3')",0.0
7228,ABBV,2018 q3,3520,0.6019095686027958,Mr. John T. Boris,0.1113155471054469,male,SunTrust Robinson Humphrey Capital Markets,"('ABBV', '2018 q3')",0.0
7229,LLY,2018 q3,3520,0.6981673829696512,Mr. John T. Boris,0.3756437326481671,male,SunTrust Robinson Humphrey Capital Markets,"('LLY', '2018 q3')",0.0
7230,MRK,2018 q3,3520,0.7068732128072486,Mr. John T. Boris,0.2361767636123848,male,SunTrust Robinson Humphrey Capital Markets,"('MRK', '2018 q3')",0.0
7231,PFE,2018 q3,3520,0.6265532496655163,Mr. John T. Boris,0.2426209296494587,male,SunTrust Robinson Humphrey Capital Markets,"('PFE', '2018 q3')",0.0
7232,ABBV,2018 q3,3520,0.6019095686027958,Mr. David R. Risinger,0.2162816133708202,male,Morgan Stanley,"('ABBV', '2018 q3')",0.0
7233,LLY,2018 q3,3520,0.6981673829696512,Mr. David R. Risinger,0.4647248349681893,male,Morgan Stanley,"('LLY', '2018 q3')",0.0
7234,MRK,2018 q3,3520,0.7068732128072486,Mr. David R. Risinger,0.5737498682472506,male,Morgan Stanley,"('MRK', '2018 q3')",0.0
7235,MYL,2018 q3,3520,0.6272426234555776,Mr. David R. Risinger,0.5592958277996464,male,Morgan Stanley,"('MYL', '2018 q3')",0.0
7236,PFE,2018 q3,3520,0.6265532496655163,Mr. David R. Risinger,0.515570067911656,male,Morgan Stanley,"('PFE', '2018 q3')",0.014767177402973175
7237,PRGO,2018 q3,3520,0.5683789453682162,Mr. David R. Risinger,0.4036605682552197,male,Morgan Stanley,"('PRGO', '2018 q3')",0.0
7238,ABBV,2018 q3,3520,0.6019095686027958,Mr. Christopher J. Raymond,0.4988182214470193,male,Piper Sandler Companies,"('ABBV', '2018 q3')",0.0
7239,ALXN,2018 q3,3520,0.4506867565869344,Mr. Christopher J. Raymond,0.575440416450993,male,Piper Sandler Companies,"('ALXN', '2018 q3')",0.0
7240,ABBV,2018 q3,3520,0.6019095686027958,Dr. Josh Schimmer,0.1431413350660291,male,EVERCORE ISI,"('ABBV', '2018 q3')",0.0
7241,ALXN,2018 q3,3520,0.4506867565869344,Dr. Josh Schimmer,0.2197575995938342,male,EVERCORE ISI,"('ALXN', '2018 q3')",0.005407031159847975
7242,ABBV,2018 q3,3520,0.6019095686027958,"Ms. Y. Katherine Xu, PHD",0.1293735223923849,female,William Blair & Company,"('ABBV', '2018 q3')",0.0
7243,GILD,2018 q3,3520,0.61102185237184,"Ms. Y. Katherine Xu, PHD",0.2203169901954736,female,William Blair & Company,"('GILD', '2018 q3')",0.0
7244,VRTX,2018 q3,3520,0.1997610447546232,"Ms. Y. Katherine Xu, PHD",0.0401409739933664,female,William Blair & Company,"('VRTX', '2018 q3')",0.0
7245,ABBV,2018 q3,3520,0.6019095686027958,SADIF Research,0.9740374741669424,Not a person,Sadif Analytics Prime,"('ABBV', '2018 q3')",0.9508227109909058
7246,GILD,2018 q3,3520,0.61102185237184,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('GILD', '2018 q3')",0.969893753528595
7247,LLY,2018 q3,3520,0.6981673829696512,SADIF Research,0.9904245626467358,Not a person,Sadif Analytics Prime,"('LLY', '2018 q3')",0.9618281126022339
7248,MRK,2018 q3,3520,0.7068732128072486,SADIF Research,0.9770299135616408,Not a person,Sadif Analytics Prime,"('MRK', '2018 q3')",0.9545068740844727
7249,PKI,2018 q3,3520,0.6983789751595744,SADIF Research,0.9795755215369876,Not a person,Sadif Analytics Prime,"('PKI', '2018 q3')",0.9498510360717773
7250,TMO,2018 q3,3520,0.6978112978940517,SADIF Research,0.9145398545305132,Not a person,Sadif Analytics Prime,"('TMO', '2018 q3')",0.8981841206550598
7251,ABBV,2018 q3,3520,0.6019095686027958,Mr. Geoffrey Meacham,0.5554662040165416,male,Barclays,"('ABBV', '2018 q3')",0.0
7252,ALXN,2018 q3,3520,0.4506867565869344,Mr. Geoffrey Meacham,0.3381068418352686,male,Barclays,"('ALXN', '2018 q3')",0.00979845691472292
7253,AMGN,2018 q3,3520,0.467112715295947,Mr. Geoffrey Meacham,0.5945186511550695,male,Barclays,"('AMGN', '2018 q3')",0.0
7254,GILD,2018 q3,3520,0.61102185237184,Mr. Geoffrey Meacham,0.4345650894956021,male,Barclays,"('GILD', '2018 q3')",0.0
7255,INCY,2018 q3,3520,0.3672071215932248,Mr. Geoffrey Meacham,0.3720745846967649,male,Barclays,"('INCY', '2018 q3')",0.013058721087872982
7256,LLY,2018 q3,3520,0.6981673829696512,Mr. Geoffrey Meacham,0.3836356900785352,male,Barclays,"('LLY', '2018 q3')",0.0
7257,MRK,2018 q3,3520,0.7068732128072486,Mr. Geoffrey Meacham,0.5763357763410949,male,Barclays,"('MRK', '2018 q3')",0.0
7258,PFE,2018 q3,3520,0.6265532496655163,Mr. Geoffrey Meacham,0.3643725326320305,male,Barclays,"('PFE', '2018 q3')",0.0
7259,ALXN,2018 q3,3520,0.4506867565869344,"Mr. Ying Huang, PHD",0.2819702251436008,male,BofA Global Research,"('ALXN', '2018 q3')",0.01633359119296074
7260,AMGN,2018 q3,3520,0.467112715295947,"Mr. Ying Huang, PHD",0.2530246923246286,male,BofA Global Research,"('AMGN', '2018 q3')",0.0
7261,INCY,2018 q3,3520,0.3672071215932248,"Mr. Ying Huang, PHD",0.1584752274897606,male,BofA Global Research,"('INCY', '2018 q3')",0.0
7262,VRTX,2018 q3,3520,0.1997610447546232,"Mr. Ying Huang, PHD",0.20722586634222,male,BofA Global Research,"('VRTX', '2018 q3')",0.0
7263,ALXN,2018 q3,3520,0.4506867565869344,"Dr. Martin Auster, M.D.",0.1930461558867129,male,Credit Suisse,"('ALXN', '2018 q3')",0.022835981100797653
7264,ALXN,2018 q3,3520,0.4506867565869344,"Kennen MacKay, PHD",0.1280458645211689,male,RBC Capital Markets,"('ALXN', '2018 q3')",0.0
7265,AMGN,2018 q3,3520,0.467112715295947,"Kennen MacKay, PHD",0.164243043123841,male,RBC Capital Markets,"('AMGN', '2018 q3')",0.0
7266,ALXN,2018 q3,3520,0.4506867565869344,Imron Zafar,0.1158253576654035,male,SunTrust Robinson Humphrey Capital Markets,"('ALXN', '2018 q3')",0.0
7267,ALXN,2018 q3,3520,0.4506867565869344,"Ms. Karen Andersen, CFA",0.4603271712019539,female,"Morningstar, Inc.","('ALXN', '2018 q3')",0.0
7268,GILD,2018 q3,3520,0.61102185237184,"Ms. Karen Andersen, CFA",0.4589360184350303,female,"Morningstar, Inc.","('GILD', '2018 q3')",0.0
7269,INCY,2018 q3,3520,0.3672071215932248,"Ms. Karen Andersen, CFA",0.3277041053965003,female,"Morningstar, Inc.","('INCY', '2018 q3')",0.0
7270,VRTX,2018 q3,3520,0.1997610447546232,"Ms. Karen Andersen, CFA",0.1928081955028673,female,"Morningstar, Inc.","('VRTX', '2018 q3')",0.0
7271,AMGN,2018 q3,3520,0.467112715295947,Mr. Ravindra kulkarni,0.6789103672030026,male,Crispidea,"('AMGN', '2018 q3')",0.0
7272,GILD,2018 q3,3520,0.61102185237184,Mr. Ravindra kulkarni,0.3099326070789104,male,Crispidea,"('GILD', '2018 q3')",0.0
7273,JNJ,2018 q3,3520,0.6858745525368367,Mr. Ravindra kulkarni,0.7006264645835748,male,Crispidea,"('JNJ', '2018 q3')",0.0
7274,MRK,2018 q3,3520,0.7068732128072486,Mr. Ravindra kulkarni,0.4293113079549029,male,Crispidea,"('MRK', '2018 q3')",0.0
7275,PFE,2018 q3,3520,0.6265532496655163,Mr. Ravindra kulkarni,0.5056709946342585,male,Crispidea,"('PFE', '2018 q3')",0.010112798772752285
7276,TMO,2018 q3,3520,0.6978112978940517,Mr. Ravindra kulkarni,0.6470402833294947,male,Crispidea,"('TMO', '2018 q3')",0.0
7277,AMGN,2018 q3,3520,0.467112715295947,Mr. Michael J. Yee,0.2017389531438193,male,Jefferies,"('AMGN', '2018 q3')",0.0
7278,VRTX,2018 q3,3520,0.1997610447546232,Mr. Michael J. Yee,0.0990791866731852,male,Jefferies,"('VRTX', '2018 q3')",0.0
7279,AMGN,2018 q3,3520,0.467112715295947,"Mr. Phil M. Nadeau, PHD",0.152840451730953,male,Cowen and Company,"('AMGN', '2018 q3')",0.0
7280,GILD,2018 q3,3520,0.61102185237184,"Mr. Phil M. Nadeau, PHD",0.1960042460412781,male,Cowen and Company,"('GILD', '2018 q3')",0.0
7281,VRTX,2018 q3,3520,0.1997610447546232,"Mr. Phil M. Nadeau, PHD",0.0331057336321794,male,Cowen and Company,"('VRTX', '2018 q3')",0.01467683631926775
7282,AMGN,2018 q3,3520,0.467112715295947,S&P pool,0.4089008559475364,Not a person,CFRA Equity Research,"('AMGN', '2018 q3')",0.0
7283,ILMN,2018 q3,3520,0.4990569214195036,S&P pool,0.3747636524977016,Not a person,CFRA Equity Research,"('ILMN', '2018 q3')",0.0
7284,JNJ,2018 q3,3520,0.6858745525368367,S&P pool,0.391011777233386,Not a person,CFRA Equity Research,"('JNJ', '2018 q3')",0.0
7285,LLY,2018 q3,3520,0.6981673829696512,S&P pool,0.3730198589045925,Not a person,CFRA Equity Research,"('LLY', '2018 q3')",0.0
7286,MYL,2018 q3,3520,0.6272426234555776,S&P pool,0.3584654750641247,Not a person,CFRA Equity Research,"('MYL', '2018 q3')",0.0
7287,PFE,2018 q3,3520,0.6265532496655163,S&P pool,0.5239589108234725,Not a person,CFRA Equity Research,"('PFE', '2018 q3')",0.0
7288,WAT,2018 q3,3520,0.6575692952574956,S&P pool,0.4070029345316331,Not a person,CFRA Equity Research,"('WAT', '2018 q3')",0.0
7289,AMGN,2018 q3,3520,0.467112715295947,Mr. Matthew K. Harrison,0.3353736111078093,male,Morgan Stanley,"('AMGN', '2018 q3')",0.0
7290,VRTX,2018 q3,3520,0.1997610447546232,Mr. Matthew K. Harrison,0.2654926350693915,male,Morgan Stanley,"('VRTX', '2018 q3')",0.0
7291,GILD,2018 q3,3520,0.61102185237184,"Brian Abrahams, MD",0.8828611374224251,male,RBC Capital Markets,"('GILD', '2018 q3')",0.014668288640677929
7292,INCY,2018 q3,3520,0.3672071215932248,"Brian Abrahams, MD",0.2995971894317289,male,RBC Capital Markets,"('INCY', '2018 q3')",0.0
7293,VRTX,2018 q3,3520,0.1997610447546232,"Brian Abrahams, MD",0.046701603762869,male,RBC Capital Markets,"('VRTX', '2018 q3')",0.0
7294,GILD,2018 q3,3520,0.61102185237184,Jing He,0.2299620371496957,female,Gabelli & Company,"('GILD', '2018 q3')",0.0
7295,ILMN,2018 q3,3520,0.4990569214195036,"Mr. Jack Meehan, CFA",0.1554711351606894,male,Barclays,"('ILMN', '2018 q3')",0.0
7296,IQV,2018 q3,3520,0.6484482819977408,"Mr. Jack Meehan, CFA",0.2531582800166617,male,Barclays,"('IQV', '2018 q3')",0.0
7297,PKI,2018 q3,3520,0.6983789751595744,"Mr. Jack Meehan, CFA",0.2885254394228346,male,Barclays,"('PKI', '2018 q3')",0.0
7298,TMO,2018 q3,3520,0.6978112978940517,"Mr. Jack Meehan, CFA",0.2834484297960733,male,Barclays,"('TMO', '2018 q3')",0.0
7299,ILMN,2018 q3,3520,0.4990569214195036,Mr. Douglas A. Schenkel,0.2789150048134817,male,Cowen and Company,"('ILMN', '2018 q3')",0.0
7300,PKI,2018 q3,3520,0.6983789751595744,Mr. Douglas A. Schenkel,0.795589659298949,male,Cowen and Company,"('PKI', '2018 q3')",0.0
7301,WAT,2018 q3,3520,0.6575692952574956,Mr. Douglas A. Schenkel,0.7145446466185575,male,Cowen and Company,"('WAT', '2018 q3')",0.0
7302,ILMN,2018 q3,3520,0.4990569214195036,Mr. Dan Leonard,0.3515088039858403,male,Deutsche Bank,"('ILMN', '2018 q3')",0.0
7303,MTD,2018 q3,3520,0.6875207964605898,Mr. Dan Leonard,0.6667026726040582,male,Deutsche Bank,"('MTD', '2018 q3')",0.0
7304,PKI,2018 q3,3520,0.6983789751595744,Mr. Dan Leonard,0.3358409124581329,male,Deutsche Bank,"('PKI', '2018 q3')",0.0
7305,ILMN,2018 q3,3520,0.4990569214195036,Colin Scarola,0.3701259097489129,male,CFRA Equity Research,"('ILMN', '2018 q3')",0.0
7306,IQV,2018 q3,3520,0.6484482819977408,Colin Scarola,0.7509328969836725,male,CFRA Equity Research,"('IQV', '2018 q3')",0.0
7307,JNJ,2018 q3,3520,0.6858745525368367,Colin Scarola,0.3775239171447265,male,CFRA Equity Research,"('JNJ', '2018 q3')",0.0
7308,LLY,2018 q3,3520,0.6981673829696512,Colin Scarola,0.3638671423109733,male,CFRA Equity Research,"('LLY', '2018 q3')",0.0
7309,MRK,2018 q3,3520,0.7068732128072486,Colin Scarola,0.4654255656275888,male,CFRA Equity Research,"('MRK', '2018 q3')",0.0
7310,MTD,2018 q3,3520,0.6875207964605898,Colin Scarola,0.5103600161708177,male,CFRA Equity Research,"('MTD', '2018 q3')",0.0
7311,MYL,2018 q3,3520,0.6272426234555776,Colin Scarola,0.3554870934689858,male,CFRA Equity Research,"('MYL', '2018 q3')",0.0
7312,PFE,2018 q3,3520,0.6265532496655163,Colin Scarola,0.5229435714132975,male,CFRA Equity Research,"('PFE', '2018 q3')",0.0
7313,PKI,2018 q3,3520,0.6983789751595744,Colin Scarola,0.5034002630190103,male,CFRA Equity Research,"('PKI', '2018 q3')",0.0
7314,TMO,2018 q3,3520,0.6978112978940517,Colin Scarola,0.4418005750367783,male,CFRA Equity Research,"('TMO', '2018 q3')",0.0
7315,WAT,2018 q3,3520,0.6575692952574956,Colin Scarola,0.4023231727476505,male,CFRA Equity Research,"('WAT', '2018 q3')",0.0
7316,ILMN,2018 q3,3520,0.4990569214195036,Mr. Steve Beuchaw,0.3771628847291388,male,Morgan Stanley,"('ILMN', '2018 q3')",0.0
7317,MTD,2018 q3,3520,0.6875207964605898,Mr. Steve Beuchaw,0.5118716602856043,male,Morgan Stanley,"('MTD', '2018 q3')",0.0
7318,WAT,2018 q3,3520,0.6575692952574956,Mr. Steve Beuchaw,0.4321512022665013,male,Morgan Stanley,"('WAT', '2018 q3')",0.0
7319,ILMN,2018 q3,3520,0.4990569214195036,Mr. Ross Muken,0.8754687697190252,male,EVERCORE ISI,"('ILMN', '2018 q3')",0.0
7320,IQV,2018 q3,3520,0.6484482819977408,Mr. Ross Muken,0.2992646957080697,male,EVERCORE ISI,"('IQV', '2018 q3')",0.0
7321,MTD,2018 q3,3520,0.6875207964605898,Mr. Ross Muken,0.9024992114312888,male,EVERCORE ISI,"('MTD', '2018 q3')",0.0
7322,TMO,2018 q3,3520,0.6978112978940517,Mr. Ross Muken,0.6830696610050533,male,EVERCORE ISI,"('TMO', '2018 q3')",0.03333333507180214
7323,WAT,2018 q3,3520,0.6575692952574956,Mr. Ross Muken,0.7971702042294508,male,EVERCORE ISI,"('WAT', '2018 q3')",0.0
7324,ILMN,2018 q3,3520,0.4990569214195036,Derik De Bruin,0.2837343209479879,male,BofA Global Research,"('ILMN', '2018 q3')",0.0
7325,PKI,2018 q3,3520,0.6983789751595744,Derik De Bruin,0.4128801367452453,male,BofA Global Research,"('PKI', '2018 q3')",0.0
7326,TMO,2018 q3,3520,0.6978112978940517,Derik De Bruin,0.4812087463780928,male,BofA Global Research,"('TMO', '2018 q3')",0.0
7327,WAT,2018 q3,3520,0.6575692952574956,Derik De Bruin,0.5984470799695986,male,BofA Global Research,"('WAT', '2018 q3')",0.014272000640630722
7328,ILMN,2018 q3,3520,0.4990569214195036,Michael Waterhouse,0.5302166876301293,male,"Morningstar, Inc.","('ILMN', '2018 q3')",0.0
7329,MYL,2018 q3,3520,0.6272426234555776,Michael Waterhouse,0.5607130368200248,male,"Morningstar, Inc.","('MYL', '2018 q3')",0.0
7330,PKI,2018 q3,3520,0.6983789751595744,Michael Waterhouse,0.8496418293312503,male,"Morningstar, Inc.","('PKI', '2018 q3')",0.0
7331,PRGO,2018 q3,3520,0.5683789453682162,Michael Waterhouse,0.6220607510674595,male,"Morningstar, Inc.","('PRGO', '2018 q3')",0.0
7332,ILMN,2018 q3,3520,0.4990569214195036,Mr. Mark A. Massaro,0.203011474906671,male,Canaccord Genuity,"('ILMN', '2018 q3')",0.011859201826155186
7333,ILMN,2018 q3,3520,0.4990569214195036,David M. Westenberg,0.1455008559925124,male,C.L. King & Associates,"('ILMN', '2018 q3')",0.0
7334,ILMN,2018 q3,3520,0.4990569214195036,"William R. Quirk, CFA",0.2720336400090239,male,Piper Sandler Companies,"('ILMN', '2018 q3')",0.005470428615808487
7335,ILMN,2018 q3,3520,0.4990569214195036,"Mr. Paul R. Knight, CFA",0.1913649087806742,male,Janney Montgomery Scott LLC,"('ILMN', '2018 q3')",0.0
7336,PKI,2018 q3,3520,0.6983789751595744,"Mr. Paul R. Knight, CFA",0.3970220068907715,male,Janney Montgomery Scott LLC,"('PKI', '2018 q3')",0.0
7337,TMO,2018 q3,3520,0.6978112978940517,"Mr. Paul R. Knight, CFA",0.3167565097912853,male,Janney Montgomery Scott LLC,"('TMO', '2018 q3')",0.019719867035746574
7338,WAT,2018 q3,3520,0.6575692952574956,"Mr. Paul R. Knight, CFA",0.2840621158710871,male,Janney Montgomery Scott LLC,"('WAT', '2018 q3')",0.02690541371703148
7339,INCY,2018 q3,3520,0.3672071215932248,Liisa A. Bayko,0.3716192813518579,female,JMP Securities,"('INCY', '2018 q3')",0.026082755997776985
7340,IQV,2018 q3,3520,0.6484482819977408,George Hill,0.2559893565982212,male,RBC Capital Markets,"('IQV', '2018 q3')",0.0
7341,IQV,2018 q3,3520,0.6484482819977408,"Mr. Damien Conover, CFA",0.8244915190085178,male,"Morningstar, Inc.","('IQV', '2018 q3')",0.0
7342,JNJ,2018 q3,3520,0.6858745525368367,"Mr. Damien Conover, CFA",0.5034180558071216,male,"Morningstar, Inc.","('JNJ', '2018 q3')",0.0
7343,LLY,2018 q3,3520,0.6981673829696512,"Mr. Damien Conover, CFA",0.4658798607079032,male,"Morningstar, Inc.","('LLY', '2018 q3')",0.0
7344,MRK,2018 q3,3520,0.7068732128072486,"Mr. Damien Conover, CFA",0.598915157720142,male,"Morningstar, Inc.","('MRK', '2018 q3')",0.0
7345,PFE,2018 q3,3520,0.6265532496655163,"Mr. Damien Conover, CFA",0.5663597000128984,male,"Morningstar, Inc.","('PFE', '2018 q3')",0.0
7346,IQV,2018 q3,3520,0.6484482819977408,"Mr. Sandy Y. Draper, CFA",0.2569139472543932,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2018 q3')",0.018308252096176147
7347,IQV,2018 q3,3520,0.6484482819977408,Sean W. Wieland,0.3109674020541631,male,Piper Sandler Companies,"('IQV', '2018 q3')",0.0
7348,IQV,2018 q3,3520,0.6484482819977408,"John C. Kreger, III",0.3003991156592961,male,William Blair & Company,"('IQV', '2018 q3')",0.0
7349,IQV,2018 q3,3520,0.6484482819977408,"David H. Windley, CFA, CPA, CFA",0.8073124861458983,male,Jefferies,"('IQV', '2018 q3')",0.0
7350,IQV,2018 q3,3520,0.6484482819977408,Ms. Erin E. Wright,0.3838450672214861,female,Credit Suisse,"('IQV', '2018 q3')",0.0
7351,IQV,2018 q3,3520,0.6484482819977408,Ms. Ricky R. Goldwasser,0.6401452428076533,female,Morgan Stanley,"('IQV', '2018 q3')",0.0
7352,JNJ,2018 q3,3520,0.6858745525368367,Mr. Glenn Novarro,0.5149475615412541,male,RBC Capital Markets,"('JNJ', '2018 q3')",0.0
7353,JNJ,2018 q3,3520,0.6858745525368367,Lawrence H. Biegelsen,0.4071205682789555,male,"Wells Fargo Securities, LLC","('JNJ', '2018 q3')",0.0
7354,JNJ,2018 q3,3520,0.6858745525368367,Florent Cespedes,0.6989738761729848,male,Societe Generale,"('JNJ', '2018 q3')",0.0
7355,LLY,2018 q3,3520,0.6981673829696512,Florent Cespedes,0.6799918658268213,male,Societe Generale,"('LLY', '2018 q3')",0.0
7356,JNJ,2018 q3,3520,0.6858745525368367,Acquisdata Research Team,0.5952342996117429,Not a person,Acquisdata,"('JNJ', '2018 q3')",0.0
7357,LLY,2018 q3,3520,0.6981673829696512,Acquisdata Research Team,0.6529605071661265,Not a person,Acquisdata,"('LLY', '2018 q3')",0.0
7358,MRK,2018 q3,3520,0.7068732128072486,Acquisdata Research Team,0.4229404561819229,Not a person,Acquisdata,"('MRK', '2018 q3')",0.0
7359,JNJ,2018 q3,3520,0.6858745525368367,Analyst Desk TeleTrade,0.6907429908561964,Not a person,Teletrade-DJ International Consulting Ltd,"('JNJ', '2018 q3')",0.0
7360,LLY,2018 q3,3520,0.6981673829696512,"Mr. Jason M. Gerberry, MBA",0.4518593635617501,male,BofA Global Research,"('LLY', '2018 q3')",0.011111111690600714
7361,MRK,2018 q3,3520,0.7068732128072486,"Mr. Jason M. Gerberry, MBA",0.4440197371556509,male,BofA Global Research,"('MRK', '2018 q3')",0.011504648253321648
7362,PFE,2018 q3,3520,0.6265532496655163,"Mr. Jason M. Gerberry, MBA",0.5484128036413467,male,BofA Global Research,"('PFE', '2018 q3')",0.00584010174497962
7363,MRK,2018 q3,3520,0.7068732128072486,Justin S. Smith,0.3385356674868895,male,Societe Generale,"('MRK', '2018 q3')",0.0
7364,MTD,2018 q3,3520,0.6875207964605898,"Elliott L. Schlang, CFA",0.4583508517082844,male,Great Lakes/Wellington Shields,"('MTD', '2018 q3')",0.0
7365,MYL,2018 q3,3520,0.6272426234555776,Mr. Ken C. Cacciatore,0.4105005901785468,male,Cowen and Company,"('MYL', '2018 q3')",0.0
7366,MYL,2018 q3,3520,0.6272426234555776,Ms. Ami Fadia,0.3517925314538312,female,SVB Leerink,"('MYL', '2018 q3')",0.0
7367,PRGO,2018 q3,3520,0.5683789453682162,Ms. Ami Fadia,0.2605900042465817,female,SVB Leerink,"('PRGO', '2018 q3')",0.0
7368,MYL,2018 q3,3520,0.6272426234555776,"Randall S. Stanicky, CFA",0.3480906355845768,male,RBC Capital Markets,"('MYL', '2018 q3')",0.010723582468926907
7369,PRGO,2018 q3,3520,0.5683789453682162,"Randall S. Stanicky, CFA",0.3168072756040504,male,RBC Capital Markets,"('PRGO', '2018 q3')",0.026666668057441712
7370,MYL,2018 q3,3520,0.6272426234555776,Douglas D. Tsao,0.6814444029628806,male,Barclays,"('MYL', '2018 q3')",0.03333333507180214
7371,MYL,2018 q3,3520,0.6272426234555776,Mr. Timothy Chiang,0.3403830485244811,male,BTIG,"('MYL', '2018 q3')",0.0
7372,PRGO,2018 q3,3520,0.5683789453682162,Mr. Timothy Chiang,0.3424329052721902,male,BTIG,"('PRGO', '2018 q3')",0.019884586334228516
7373,PRGO,2018 q3,3520,0.5683789453682162,Mr. Patrick R. R. Trucchio,0.2160682489295489,male,Berenberg,"('PRGO', '2018 q3')",0.0
7374,PRGO,2018 q3,3520,0.5683789453682162,Mr. David M. Steinberg,0.3803312154975429,male,Jefferies,"('PRGO', '2018 q3')",0.0
7375,PRGO,2018 q3,3520,0.5683789453682162,Mr. David W. Maris,0.3579141766102059,male,"Wells Fargo Securities, LLC","('PRGO', '2018 q3')",0.0
7376,PRGO,2018 q3,3520,0.5683789453682162,Dewey Steadman,0.1908024982756128,male,Canaccord Genuity,"('PRGO', '2018 q3')",0.018412379547953606
7377,PRGO,2018 q3,3520,0.5683789453682162,Mr. James A. Corridore,0.4947055523921393,male,CFRA Equity Research,"('PRGO', '2018 q3')",0.0
7378,REGN,2018 q3,3520,0.0329397044164979,"Mr. John L. Newman, Ph.D., CFA, PHD",0.0329397044164977,male,Canaccord Genuity,"('REGN', '2018 q3')",0.0
7379,TMO,2018 q3,3520,0.6978112978940517,Ms. Sung Ji Nam,0.5911248913890857,female,BTIG,"('TMO', '2018 q3')",0.0
7380,TMO,2018 q3,3520,0.6978112978940517,"Mr. Alex Morozov, CFA",0.6196636763921839,male,"Morningstar, Inc.","('TMO', '2018 q3')",0.0
7381,WAT,2018 q3,3520,0.6575692952574956,"Mr. Alex Morozov, CFA",0.7124626981857648,male,"Morningstar, Inc.","('WAT', '2018 q3')",0.0
7382,TMO,2018 q3,3520,0.6978112978940517,Mr. Brandon Couillard,0.609949289896696,male,Jefferies,"('TMO', '2018 q3')",0.0
7383,VRTX,2018 q3,3520,0.1997610447546232,Kelsey Tsai,0.192461036701634,female,"Morningstar, Inc.","('VRTX', '2018 q3')",0.0
7384,VRTX,2018 q3,3520,0.1997610447546232,Edward A. Tenthoff,0.0569877241365722,male,Piper Sandler Companies,"('VRTX', '2018 q3')",0.0
7385,VRTX,2018 q3,3520,0.1997610447546232,"Mr. Jason McCarthy, PHD",0.0417540612119774,male,Maxim Group,"('VRTX', '2018 q3')",0.0
7386,WAT,2018 q3,3520,0.6575692952574956,"Amanda L. Murphy, CFA",0.3828506787188563,female,William Blair & Company,"('WAT', '2018 q3')",0.0
7387,ABBV,2018 q4,3520,0.4599727148539287,- Credit Suisse U.S. Eq. Res.,0.6846910915887034,Not a person,Credit Suisse,"('ABBV', '2018 q4')",0.0
7388,ABBV,2018 q4,3520,0.4599727148539287,"Dr. Tim M. Anderson, MD",0.3324674140124776,male,Wolfe Research,"('ABBV', '2018 q4')",0.006628305651247501
7389,LLY,2018 q4,3520,0.6303823531584866,"Dr. Tim M. Anderson, MD",0.277259839740174,male,Wolfe Research,"('LLY', '2018 q4')",0.0
7390,MRK,2018 q4,3520,0.5943632607502083,"Dr. Tim M. Anderson, MD",0.3042526824328893,male,Wolfe Research,"('MRK', '2018 q4')",0.0
7391,PFE,2018 q4,3520,0.7411900345733247,"Dr. Tim M. Anderson, MD",0.4575867554774414,male,Wolfe Research,"('PFE', '2018 q4')",0.007661217823624611
7392,ABBV,2018 q4,3520,0.4599727148539287,Dr. Josh Schimmer,0.1326213452239594,male,EVERCORE ISI,"('ABBV', '2018 q4')",0.0
7393,ALXN,2018 q4,3520,0.610457674334794,Dr. Josh Schimmer,0.2080876297849009,male,EVERCORE ISI,"('ALXN', '2018 q4')",0.0
7394,ABBV,2018 q4,3520,0.4599727148539287,"Mr. Damien Conover, CFA, CFA",0.7027986169878346,male,"Morningstar, Inc.","('ABBV', '2018 q4')",0.0
7395,ABBV,2018 q4,3520,0.4599727148539287,Justin S. Smith,0.2669229885586943,male,Societe Generale,"('ABBV', '2018 q4')",0.0
7396,ABBV,2018 q4,3520,0.4599727148539287,"Kevin Huang, CFA",0.4914285332194898,male,CFRA Equity Research,"('ABBV', '2018 q4')",0.0
7397,ALXN,2018 q4,3520,0.610457674334794,"Kevin Huang, CFA",0.4686732780698618,male,CFRA Equity Research,"('ALXN', '2018 q4')",0.0
7398,AMGN,2018 q4,3520,0.742259252653356,"Kevin Huang, CFA",0.591572245549036,male,CFRA Equity Research,"('AMGN', '2018 q4')",0.0
7399,GILD,2018 q4,3520,0.5981138904826047,"Kevin Huang, CFA",0.3753319489560753,male,CFRA Equity Research,"('GILD', '2018 q4')",0.0
7400,VRTX,2018 q4,3520,0.4072204964200334,"Kevin Huang, CFA",0.3207481948855452,male,CFRA Equity Research,"('VRTX', '2018 q4')",0.0
7401,ABBV,2018 q4,3520,0.4599727148539287,Mr. Geoffrey Porges,0.1198096057686311,male,SVB Leerink,"('ABBV', '2018 q4')",0.0
7402,AMGN,2018 q4,3520,0.742259252653356,Mr. Geoffrey Porges,0.3270520875981304,male,SVB Leerink,"('AMGN', '2018 q4')",0.0
7403,GILD,2018 q4,3520,0.5981138904826047,Mr. Geoffrey Porges,0.1914191047897076,male,SVB Leerink,"('GILD', '2018 q4')",0.0
7404,REGN,2018 q4,3520,0.0257643486215575,Mr. Geoffrey Porges,0.0257643486215574,male,SVB Leerink,"('REGN', '2018 q4')",0.0
7405,VRTX,2018 q4,3520,0.4072204964200334,Mr. Geoffrey Porges,0.1400796530515323,male,SVB Leerink,"('VRTX', '2018 q4')",0.0
7406,ABBV,2018 q4,3520,0.4599727148539287,Mr. Geoffrey Meacham,0.2357041353355545,male,Barclays,"('ABBV', '2018 q4')",0.0
7407,ALXN,2018 q4,3520,0.610457674334794,Mr. Geoffrey Meacham,0.2445966577211371,male,Barclays,"('ALXN', '2018 q4')",0.0
7408,GILD,2018 q4,3520,0.5981138904826047,Mr. Geoffrey Meacham,0.2814390084513812,male,Barclays,"('GILD', '2018 q4')",0.0
7409,INCY,2018 q4,3520,0.3989664760055156,Mr. Geoffrey Meacham,0.281665084040079,male,Barclays,"('INCY', '2018 q4')",0.0
7410,JNJ,2018 q4,3520,0.7234671472738952,Mr. Geoffrey Meacham,0.6731972726926155,male,Barclays,"('JNJ', '2018 q4')",0.0
7411,LLY,2018 q4,3520,0.6303823531584866,Mr. Geoffrey Meacham,0.4872498533905733,male,Barclays,"('LLY', '2018 q4')",0.023737799376249313
7412,MRK,2018 q4,3520,0.5943632607502083,Mr. Geoffrey Meacham,0.3666423802231021,male,Barclays,"('MRK', '2018 q4')",0.0
7413,PFE,2018 q4,3520,0.7411900345733247,Mr. Geoffrey Meacham,0.6958332002048329,male,Barclays,"('PFE', '2018 q4')",0.0
7414,VRTX,2018 q4,3520,0.4072204964200334,Mr. Geoffrey Meacham,0.6493785800455822,male,Barclays,"('VRTX', '2018 q4')",0.0
7415,ABBV,2018 q4,3520,0.4599727148539287,Mr. David R. Risinger,0.1240348978861463,male,Morgan Stanley,"('ABBV', '2018 q4')",0.0
7416,MRK,2018 q4,3520,0.5943632607502083,Mr. David R. Risinger,0.7607718752765317,male,Morgan Stanley,"('MRK', '2018 q4')",0.0
7417,MYL,2018 q4,3520,0.5263782998629771,Mr. David R. Risinger,0.2012018655396876,male,Morgan Stanley,"('MYL', '2018 q4')",0.0
7418,PRGO,2018 q4,3520,0.57329197799104,Mr. David R. Risinger,0.2611352358377669,male,Morgan Stanley,"('PRGO', '2018 q4')",0.0
7419,ABBV,2018 q4,3520,0.4599727148539287,Mr. Christopher J. Raymond,0.4672760323165263,male,Piper Sandler Companies,"('ABBV', '2018 q4')",0.0
7420,ALXN,2018 q4,3520,0.610457674334794,Mr. Christopher J. Raymond,0.5458086532249254,male,Piper Sandler Companies,"('ALXN', '2018 q4')",0.0
7421,AMGN,2018 q4,3520,0.742259252653356,Mr. Christopher J. Raymond,0.7043934636530564,male,Piper Sandler Companies,"('AMGN', '2018 q4')",0.0
7422,ABBV,2018 q4,3520,0.4599727148539287,"Ms. Y. Katherine Xu, PHD",0.1245057615963158,female,William Blair & Company,"('ABBV', '2018 q4')",0.0
7423,GILD,2018 q4,3520,0.5981138904826047,"Ms. Y. Katherine Xu, PHD",0.1908543814923153,female,William Blair & Company,"('GILD', '2018 q4')",0.0
7424,INCY,2018 q4,3520,0.3989664760055156,"Ms. Y. Katherine Xu, PHD",0.2209758636627025,female,William Blair & Company,"('INCY', '2018 q4')",0.0
7425,ABBV,2018 q4,3520,0.4599727148539287,"Stephen M. Scala, CFA",0.1629694692555471,male,Cowen and Company,"('ABBV', '2018 q4')",0.0
7426,LLY,2018 q4,3520,0.6303823531584866,"Stephen M. Scala, CFA",0.2684975042470308,male,Cowen and Company,"('LLY', '2018 q4')",0.0
7427,MRK,2018 q4,3520,0.5943632607502083,"Stephen M. Scala, CFA",0.2289406286228929,male,Cowen and Company,"('MRK', '2018 q4')",0.0
7428,ABBV,2018 q4,3520,0.4599727148539287,Mr. John T. Boris,0.1150021543344387,male,SunTrust Robinson Humphrey Capital Markets,"('ABBV', '2018 q4')",0.0
7429,LLY,2018 q4,3520,0.6303823531584866,Mr. John T. Boris,0.2597023021904665,male,SunTrust Robinson Humphrey Capital Markets,"('LLY', '2018 q4')",0.0
7430,MRK,2018 q4,3520,0.5943632607502083,Mr. John T. Boris,0.2192424778718922,male,SunTrust Robinson Humphrey Capital Markets,"('MRK', '2018 q4')",0.0
7431,PFE,2018 q4,3520,0.7411900345733247,Mr. John T. Boris,0.3992293947652748,male,SunTrust Robinson Humphrey Capital Markets,"('PFE', '2018 q4')",0.0
7432,ABBV,2018 q4,3520,0.4599727148539287,"Mr. Jason M. Gerberry, MBA",0.341335834025358,male,BofA Global Research,"('ABBV', '2018 q4')",0.0
7433,LLY,2018 q4,3520,0.6303823531584866,"Mr. Jason M. Gerberry, MBA",0.375360150282656,male,BofA Global Research,"('LLY', '2018 q4')",0.0
7434,MRK,2018 q4,3520,0.5943632607502083,"Mr. Jason M. Gerberry, MBA",0.3540197051009329,male,BofA Global Research,"('MRK', '2018 q4')",0.0
7435,MYL,2018 q4,3520,0.5263782998629771,"Mr. Jason M. Gerberry, MBA",0.3882869814650262,male,BofA Global Research,"('MYL', '2018 q4')",0.015406566672027111
7436,ABBV,2018 q4,3520,0.4599727148539287,"Mr. Vamil Divan, MD",0.2826397895861779,male,Credit Suisse,"('ABBV', '2018 q4')",0.0
7437,JNJ,2018 q4,3520,0.7234671472738952,"Mr. Vamil Divan, MD",0.414664952480584,male,Credit Suisse,"('JNJ', '2018 q4')",0.005788377020508051
7438,ALXN,2018 q4,3520,0.610457674334794,"Kennen MacKay, PHD",0.2212590154080684,male,RBC Capital Markets,"('ALXN', '2018 q4')",0.0
7439,AMGN,2018 q4,3520,0.742259252653356,"Kennen MacKay, PHD",0.4068308658127003,male,RBC Capital Markets,"('AMGN', '2018 q4')",0.013825071044266224
7440,ALXN,2018 q4,3520,0.610457674334794,SADIF Research,0.9861733887719396,Not a person,Sadif Analytics Prime,"('ALXN', '2018 q4')",0.9631855487823486
7441,AMGN,2018 q4,3520,0.742259252653356,SADIF Research,0.95572895614394,Not a person,Sadif Analytics Prime,"('AMGN', '2018 q4')",0.9430034160614014
7442,GILD,2018 q4,3520,0.5981138904826047,SADIF Research,0.9872983800279036,Not a person,Sadif Analytics Prime,"('GILD', '2018 q4')",0.969904363155365
7443,JNJ,2018 q4,3520,0.7234671472738952,SADIF Research,0.9627034900857336,Not a person,Sadif Analytics Prime,"('JNJ', '2018 q4')",0.9263941645622253
7444,LLY,2018 q4,3520,0.6303823531584866,SADIF Research,0.9854755203148376,Not a person,Sadif Analytics Prime,"('LLY', '2018 q4')",0.9621209502220154
7445,PKI,2018 q4,3520,0.7356708017015637,SADIF Research,0.953293977343271,Not a person,Sadif Analytics Prime,"('PKI', '2018 q4')",0.9547852873802185
7446,ALXN,2018 q4,3520,0.610457674334794,"Mr. Ying Huang, PHD",0.3981397331367928,male,BofA Global Research,"('ALXN', '2018 q4')",0.016151679679751396
7447,AMGN,2018 q4,3520,0.742259252653356,"Mr. Ying Huang, PHD",0.3746815307509356,male,BofA Global Research,"('AMGN', '2018 q4')",0.0
7448,INCY,2018 q4,3520,0.3989664760055156,"Mr. Ying Huang, PHD",0.1685034423938893,male,BofA Global Research,"('INCY', '2018 q4')",0.0
7449,VRTX,2018 q4,3520,0.4072204964200334,"Mr. Ying Huang, PHD",0.1629280989791912,male,BofA Global Research,"('VRTX', '2018 q4')",0.0
7450,ALXN,2018 q4,3520,0.610457674334794,"Mr. Phil M. Nadeau, PHD",0.1708675726833609,male,Cowen and Company,"('ALXN', '2018 q4')",0.0
7451,GILD,2018 q4,3520,0.5981138904826047,"Mr. Phil M. Nadeau, PHD",0.1703634619201377,male,Cowen and Company,"('GILD', '2018 q4')",0.0
7452,VRTX,2018 q4,3520,0.4072204964200334,"Mr. Phil M. Nadeau, PHD",0.1295404724586036,male,Cowen and Company,"('VRTX', '2018 q4')",0.00519932247698307
7453,ALXN,2018 q4,3520,0.610457674334794,Credit Suisse Global Product Marketing,0.633036023349707,Not a person,Credit Suisse,"('ALXN', '2018 q4')",0.021547237411141396
7454,ALXN,2018 q4,3520,0.610457674334794,"Ms. Karen Andersen, CFA",0.8614437627863111,female,"Morningstar, Inc.","('ALXN', '2018 q4')",0.0
7455,AMGN,2018 q4,3520,0.742259252653356,"Ms. Karen Andersen, CFA",0.8189196843129444,female,"Morningstar, Inc.","('AMGN', '2018 q4')",0.0
7456,GILD,2018 q4,3520,0.5981138904826047,"Ms. Karen Andersen, CFA",0.4585574528357599,female,"Morningstar, Inc.","('GILD', '2018 q4')",0.0
7457,INCY,2018 q4,3520,0.3989664760055156,"Ms. Karen Andersen, CFA",0.7903863596203125,female,"Morningstar, Inc.","('INCY', '2018 q4')",0.0
7458,VRTX,2018 q4,3520,0.4072204964200334,"Ms. Karen Andersen, CFA",0.7102901519584786,female,"Morningstar, Inc.","('VRTX', '2018 q4')",0.0
7459,ALXN,2018 q4,3520,0.610457674334794,"Dr. Martin Auster, M.D.",0.2621477096414496,male,Credit Suisse,"('ALXN', '2018 q4')",0.0
7460,AMGN,2018 q4,3520,0.742259252653356,Mr. Michael J. Yee,0.6839877375612092,male,Jefferies,"('AMGN', '2018 q4')",0.0
7461,AMGN,2018 q4,3520,0.742259252653356,Mita Mehta,0.7215858107970244,female,Crispidea,"('AMGN', '2018 q4')",0.1306011900305748
7462,GILD,2018 q4,3520,0.5981138904826047,Mita Mehta,0.8404712612404772,female,Crispidea,"('GILD', '2018 q4')",0.17581534013152122
7463,PFE,2018 q4,3520,0.7411900345733247,Mita Mehta,0.9189355671893028,female,Crispidea,"('PFE', '2018 q4')",0.14618796482682228
7464,AMGN,2018 q4,3520,0.742259252653356,Ms. Akansha Agarwal,0.6201589304496251,female,Crispidea,"('AMGN', '2018 q4')",0.0
7465,GILD,2018 q4,3520,0.5981138904826047,Ms. Akansha Agarwal,0.3318456583899806,female,Crispidea,"('GILD', '2018 q4')",0.0
7466,JNJ,2018 q4,3520,0.7234671472738952,Ms. Akansha Agarwal,0.8380688145777574,female,Crispidea,"('JNJ', '2018 q4')",0.0
7467,MRK,2018 q4,3520,0.5943632607502083,Ms. Akansha Agarwal,0.4015142925304086,female,Crispidea,"('MRK', '2018 q4')",0.0
7468,AMGN,2018 q4,3520,0.742259252653356,"Matt Phipps, PHD",0.3590209926673237,male,William Blair & Company,"('AMGN', '2018 q4')",0.0
7469,GILD,2018 q4,3520,0.5981138904826047,"Mr. Tyler M. Van Buren, M.SC",0.183015093471719,male,Piper Sandler Companies,"('GILD', '2018 q4')",0.0
7470,GILD,2018 q4,3520,0.5981138904826047,"Brian Abrahams, MD",0.8377149223046749,male,RBC Capital Markets,"('GILD', '2018 q4')",0.012436557561159134
7471,ILMN,2018 q4,3520,0.5184640337660814,Mr. Douglas A. Schenkel,0.1221005108178941,male,Cowen and Company,"('ILMN', '2018 q4')",0.0
7472,PKI,2018 q4,3520,0.7356708017015637,Mr. Douglas A. Schenkel,0.8144999603126678,male,Cowen and Company,"('PKI', '2018 q4')",0.0
7473,WAT,2018 q4,3520,0.6733772720337834,Mr. Douglas A. Schenkel,0.7202366839860457,male,Cowen and Company,"('WAT', '2018 q4')",0.0
7474,ILMN,2018 q4,3520,0.5184640337660814,Michael Waterhouse,0.5918675966625249,male,"Morningstar, Inc.","('ILMN', '2018 q4')",0.0
7475,MYL,2018 q4,3520,0.5263782998629771,Michael Waterhouse,0.5747642705786287,male,"Morningstar, Inc.","('MYL', '2018 q4')",0.01666666753590107
7476,PKI,2018 q4,3520,0.7356708017015637,Michael Waterhouse,0.729350361248537,male,"Morningstar, Inc.","('PKI', '2018 q4')",0.0
7477,PRGO,2018 q4,3520,0.57329197799104,Michael Waterhouse,0.8181311475730771,male,"Morningstar, Inc.","('PRGO', '2018 q4')",0.011111111690600714
7478,WAT,2018 q4,3520,0.6733772720337834,Michael Waterhouse,0.6463677844685141,male,"Morningstar, Inc.","('WAT', '2018 q4')",0.0
7479,ILMN,2018 q4,3520,0.5184640337660814,David M. Westenberg,0.1541316039922094,male,C.L. King & Associates,"('ILMN', '2018 q4')",0.03218366112560034
7480,ILMN,2018 q4,3520,0.5184640337660814,Colin Scarola,0.5268958428633149,male,CFRA Equity Research,"('ILMN', '2018 q4')",0.0
7481,IQV,2018 q4,3520,0.5620010629660394,Colin Scarola,0.8561414490643235,male,CFRA Equity Research,"('IQV', '2018 q4')",0.0
7482,JNJ,2018 q4,3520,0.7234671472738952,Colin Scarola,0.572666639697376,male,CFRA Equity Research,"('JNJ', '2018 q4')",0.0
7483,LLY,2018 q4,3520,0.6303823531584866,Colin Scarola,0.5991255095483083,male,CFRA Equity Research,"('LLY', '2018 q4')",0.0
7484,MRK,2018 q4,3520,0.5943632607502083,Colin Scarola,0.6146183739340556,male,CFRA Equity Research,"('MRK', '2018 q4')",0.0
7485,MTD,2018 q4,3520,0.748372047646042,Colin Scarola,0.6883231230261295,male,CFRA Equity Research,"('MTD', '2018 q4')",0.0
7486,MYL,2018 q4,3520,0.5263782998629771,Colin Scarola,0.5109411395975126,male,CFRA Equity Research,"('MYL', '2018 q4')",0.0
7487,PFE,2018 q4,3520,0.7411900345733247,Colin Scarola,0.6719701406184703,male,CFRA Equity Research,"('PFE', '2018 q4')",0.0
7488,PKI,2018 q4,3520,0.7356708017015637,Colin Scarola,0.607867481764414,male,CFRA Equity Research,"('PKI', '2018 q4')",0.0
7489,PRGO,2018 q4,3520,0.57329197799104,Colin Scarola,0.6218154544116844,male,CFRA Equity Research,"('PRGO', '2018 q4')",0.0
7490,TMO,2018 q4,3520,0.4951858123781326,Colin Scarola,0.4991923847460743,male,CFRA Equity Research,"('TMO', '2018 q4')",0.0
7491,WAT,2018 q4,3520,0.6733772720337834,Colin Scarola,0.6675728811757227,male,CFRA Equity Research,"('WAT', '2018 q4')",0.0
7492,ILMN,2018 q4,3520,0.5184640337660814,"William R. Quirk, CFA",0.2962333656410225,male,Piper Sandler Companies,"('ILMN', '2018 q4')",0.02769799344241619
7493,ILMN,2018 q4,3520,0.5184640337660814,"Mr. Jack Meehan, CFA",0.2602273737959852,male,Barclays,"('ILMN', '2018 q4')",0.005453365544478099
7494,IQV,2018 q4,3520,0.5620010629660394,"Mr. Jack Meehan, CFA",0.1954384742636908,male,Barclays,"('IQV', '2018 q4')",0.0
7495,TMO,2018 q4,3520,0.4951858123781326,"Mr. Jack Meehan, CFA",0.2050155975726079,male,Barclays,"('TMO', '2018 q4')",0.0
7496,WAT,2018 q4,3520,0.6733772720337834,"Mr. Jack Meehan, CFA",0.3029045934342372,male,Barclays,"('WAT', '2018 q4')",0.0
7497,ILMN,2018 q4,3520,0.5184640337660814,Mr. Dan Leonard,0.8652156755870313,male,Deutsche Bank,"('ILMN', '2018 q4')",0.005488196853548288
7498,PKI,2018 q4,3520,0.7356708017015637,Mr. Dan Leonard,0.638448915179726,male,Deutsche Bank,"('PKI', '2018 q4')",0.0
7499,WAT,2018 q4,3520,0.6733772720337834,Mr. Dan Leonard,0.7246722216430134,male,Deutsche Bank,"('WAT', '2018 q4')",0.00734318420290947
7500,ILMN,2018 q4,3520,0.5184640337660814,"Mr. Paul R. Knight, CFA",0.2375790614411691,male,Janney Montgomery Scott LLC,"('ILMN', '2018 q4')",0.03144558146595955
7501,PKI,2018 q4,3520,0.7356708017015637,"Mr. Paul R. Knight, CFA",0.3024299810355995,male,Janney Montgomery Scott LLC,"('PKI', '2018 q4')",0.0783144049346447
7502,TMO,2018 q4,3520,0.4951858123781326,"Mr. Paul R. Knight, CFA",0.3030512824530264,male,Janney Montgomery Scott LLC,"('TMO', '2018 q4')",0.0
7503,WAT,2018 q4,3520,0.6733772720337834,"Mr. Paul R. Knight, CFA",0.3301796182919883,male,Janney Montgomery Scott LLC,"('WAT', '2018 q4')",0.0
7504,ILMN,2018 q4,3520,0.5184640337660814,Mr. Ross Muken,0.4987043360965137,male,EVERCORE ISI,"('ILMN', '2018 q4')",0.01666666753590107
7505,IQV,2018 q4,3520,0.5620010629660394,Mr. Ross Muken,0.3741767740494687,male,EVERCORE ISI,"('IQV', '2018 q4')",0.014890126883983612
7506,MTD,2018 q4,3520,0.748372047646042,Mr. Ross Muken,0.7805897911814961,male,EVERCORE ISI,"('MTD', '2018 q4')",0.006550162564963102
7507,PKI,2018 q4,3520,0.7356708017015637,Mr. Ross Muken,0.436914012161638,male,EVERCORE ISI,"('PKI', '2018 q4')",0.0
7508,TMO,2018 q4,3520,0.4951858123781326,Mr. Ross Muken,0.4811941365606307,male,EVERCORE ISI,"('TMO', '2018 q4')",0.0
7509,WAT,2018 q4,3520,0.6733772720337834,Mr. Ross Muken,0.274743311919743,male,EVERCORE ISI,"('WAT', '2018 q4')",0.0
7510,ILMN,2018 q4,3520,0.5184640337660814,Mr. Mark A. Massaro,0.2262512829523226,male,Canaccord Genuity,"('ILMN', '2018 q4')",0.0
7511,ILMN,2018 q4,3520,0.5184640337660814,Derik De Bruin,0.3084623878937718,male,BofA Global Research,"('ILMN', '2018 q4')",0.010349231772124767
7512,IQV,2018 q4,3520,0.5620010629660394,Derik De Bruin,0.3784402156321227,male,BofA Global Research,"('IQV', '2018 q4')",0.0
7513,MTD,2018 q4,3520,0.748372047646042,Derik De Bruin,0.5611037819172884,male,BofA Global Research,"('MTD', '2018 q4')",0.0
7514,PKI,2018 q4,3520,0.7356708017015637,Derik De Bruin,0.4839251512374775,male,BofA Global Research,"('PKI', '2018 q4')",0.0
7515,TMO,2018 q4,3520,0.4951858123781326,Derik De Bruin,0.3158422150674223,male,BofA Global Research,"('TMO', '2018 q4')",0.0
7516,WAT,2018 q4,3520,0.6733772720337834,Derik De Bruin,0.5188699431961099,male,BofA Global Research,"('WAT', '2018 q4')",0.020282404497265816
7517,INCY,2018 q4,3520,0.3989664760055156,"Michael W. Schmidt, PHD",0.1791497682154695,male,Guggenheim Securities LLC,"('INCY', '2018 q4')",0.0
7518,IQV,2018 q4,3520,0.5620010629660394,Ms. Erin E. Wright,0.3045657694237592,female,Credit Suisse,"('IQV', '2018 q4')",0.0
7519,IQV,2018 q4,3520,0.5620010629660394,"John C. Kreger, III",0.2291265567203129,male,William Blair & Company,"('IQV', '2018 q4')",0.0
7520,IQV,2018 q4,3520,0.5620010629660394,"Mr. Sandy Y. Draper, CFA",0.1802353426750813,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2018 q4')",0.023491596803069115
7521,IQV,2018 q4,3520,0.5620010629660394,George Hill,0.2076495039290957,male,RBC Capital Markets,"('IQV', '2018 q4')",0.0
7522,IQV,2018 q4,3520,0.5620010629660394,"Mr. Damien Conover, CFA",0.8143912306994313,male,"Morningstar, Inc.","('IQV', '2018 q4')",0.0
7523,JNJ,2018 q4,3520,0.7234671472738952,"Mr. Damien Conover, CFA",0.5894250872016974,male,"Morningstar, Inc.","('JNJ', '2018 q4')",0.0
7524,LLY,2018 q4,3520,0.6303823531584866,"Mr. Damien Conover, CFA",0.5882577436177958,male,"Morningstar, Inc.","('LLY', '2018 q4')",0.0
7525,MRK,2018 q4,3520,0.5943632607502083,"Mr. Damien Conover, CFA",0.7454258416967353,male,"Morningstar, Inc.","('MRK', '2018 q4')",0.0
7526,PFE,2018 q4,3520,0.7411900345733247,"Mr. Damien Conover, CFA",0.6110337453357686,male,"Morningstar, Inc.","('PFE', '2018 q4')",0.0022304270416498182
7527,IQV,2018 q4,3520,0.5620010629660394,Sean W. Wieland,0.2407948517873032,male,Piper Sandler Companies,"('IQV', '2018 q4')",0.0
7528,IQV,2018 q4,3520,0.5620010629660394,Anna Baran,0.7102365437646925,female,"Morningstar, Inc.","('IQV', '2018 q4')",0.0
7529,JNJ,2018 q4,3520,0.7234671472738952,Lawrence H. Biegelsen,0.3654106037137069,male,"Wells Fargo Securities, LLC","('JNJ', '2018 q4')",0.0
7530,JNJ,2018 q4,3520,0.7234671472738952,Mr. Glenn Novarro,0.4383526346205058,male,RBC Capital Markets,"('JNJ', '2018 q4')",0.0
7531,LLY,2018 q4,3520,0.6303823531584866,Florent Cespedes,0.78189213280324,male,Societe Generale,"('LLY', '2018 q4')",0.0
7532,PFE,2018 q4,3520,0.7411900345733247,Florent Cespedes,0.696246969936174,male,Societe Generale,"('PFE', '2018 q4')",0.0
7533,LLY,2018 q4,3520,0.6303823531584866,Mr. Seamus Fernandez,0.2075340648249223,male,Guggenheim Securities LLC,"('LLY', '2018 q4')",0.0
7534,MRK,2018 q4,3520,0.5943632607502083,Mr. Alistair Campbell,0.4906886773152963,male,Berenberg,"('MRK', '2018 q4')",0.0
7535,MRK,2018 q4,3520,0.5943632607502083,Acquisdata Research Team,0.3806159637866684,Not a person,Acquisdata,"('MRK', '2018 q4')",0.0
7536,PFE,2018 q4,3520,0.7411900345733247,Acquisdata Research Team,0.5743688167822985,Not a person,Acquisdata,"('PFE', '2018 q4')",0.0
7537,MTD,2018 q4,3520,0.748372047646042,"Elliott L. Schlang, CFA",0.6019267878420774,male,Great Lakes/Wellington Shields,"('MTD', '2018 q4')",0.0
7538,MTD,2018 q4,3520,0.748372047646042,Mr. Steve Beuchaw,0.5583366797772991,male,Morgan Stanley,"('MTD', '2018 q4')",0.0
7539,WAT,2018 q4,3520,0.6733772720337834,Mr. Steve Beuchaw,0.4159985140497189,male,Morgan Stanley,"('WAT', '2018 q4')",0.0
7540,MTD,2018 q4,3520,0.748372047646042,"Mr. Alex Morozov, CFA",0.809855012364892,male,"Morningstar, Inc.","('MTD', '2018 q4')",0.0
7541,TMO,2018 q4,3520,0.4951858123781326,"Mr. Alex Morozov, CFA",0.7968375068543413,male,"Morningstar, Inc.","('TMO', '2018 q4')",0.0
7542,WAT,2018 q4,3520,0.6733772720337834,"Mr. Alex Morozov, CFA",0.750231108799581,male,"Morningstar, Inc.","('WAT', '2018 q4')",0.0
7543,MYL,2018 q4,3520,0.5263782998629771,Mr. Timothy Chiang,0.3263389622279575,male,BTIG,"('MYL', '2018 q4')",0.0
7544,PRGO,2018 q4,3520,0.57329197799104,Mr. Timothy Chiang,0.3765372165630538,male,BTIG,"('PRGO', '2018 q4')",0.0
7545,MYL,2018 q4,3520,0.5263782998629771,Ms. Ami Fadia,0.6120234339032846,female,SVB Leerink,"('MYL', '2018 q4')",0.0
7546,PRGO,2018 q4,3520,0.57329197799104,Ms. Ami Fadia,0.218449479423632,female,SVB Leerink,"('PRGO', '2018 q4')",0.018254538998007774
7547,MYL,2018 q4,3520,0.5263782998629771,"Randall S. Stanicky, CFA",0.3270087131254176,male,RBC Capital Markets,"('MYL', '2018 q4')",0.0
7548,PRGO,2018 q4,3520,0.57329197799104,"Randall S. Stanicky, CFA",0.2506196266293517,male,RBC Capital Markets,"('PRGO', '2018 q4')",0.01666666753590107
7549,PRGO,2018 q4,3520,0.57329197799104,Mr. David M. Steinberg,0.6232391941684245,male,Jefferies,"('PRGO', '2018 q4')",0.0
7550,PRGO,2018 q4,3520,0.57329197799104,Steven Tepper,0.3648770317001351,male,I.B.I.,"('PRGO', '2018 q4')",0.0046310269584258395
7551,PRGO,2018 q4,3520,0.57329197799104,Mr. Patrick R. R. Trucchio,0.4167025145868274,male,Berenberg,"('PRGO', '2018 q4')",0.0
7552,REGN,2018 q4,3520,0.0257643486215575,"Mr. John L. Newman, Ph.D., CFA, PHD",0.0257643486215574,male,Canaccord Genuity,"('REGN', '2018 q4')",0.0
7553,TMO,2018 q4,3520,0.4951858123781326,Ms. Sung Ji Nam,0.245837936407676,female,BTIG,"('TMO', '2018 q4')",0.0
7554,WAT,2018 q4,3520,0.6733772720337834,Ms. Sung Ji Nam,0.322806761791312,female,BTIG,"('WAT', '2018 q4')",0.0
7555,TMO,2018 q4,3520,0.4951858123781326,"Mr. Dan Brennan, CFA",0.1707354452225673,male,UBS Equities,"('TMO', '2018 q4')",0.011547381058335304
7556,VRTX,2018 q4,3520,0.4072204964200334,"Mr. Jason McCarthy, PHD",0.1356188751810878,male,Maxim Group,"('VRTX', '2018 q4')",0.0
7557,VRTX,2018 q4,3520,0.4072204964200334,Edward A. Tenthoff,0.1385349273734322,male,Piper Sandler Companies,"('VRTX', '2018 q4')",0.0
7558,WAT,2018 q4,3520,0.6733772720337834,Mr. Brandon Couillard,0.4940044952961875,male,Jefferies,"('WAT', '2018 q4')",0.0
7559,ABBV,2019 q1,3520,0.5241375050084389,Mr. Christopher J. Raymond,0.1662664116944573,male,Piper Sandler Companies,"('ABBV', '2019 q1')",0.0
7560,AMGN,2019 q1,3520,0.7350689876989187,Mr. Christopher J. Raymond,0.5306075061059773,male,Piper Sandler Companies,"('AMGN', '2019 q1')",0.0
7561,ABBV,2019 q1,3520,0.5241375050084389,"Kevin Huang, CFA",0.4212742627378853,male,CFRA Equity Research,"('ABBV', '2019 q1')",0.0
7562,ALXN,2019 q1,3520,0.5150790208220124,"Kevin Huang, CFA",0.3972528352570228,male,CFRA Equity Research,"('ALXN', '2019 q1')",0.0
7563,AMGN,2019 q1,3520,0.7350689876989187,"Kevin Huang, CFA",0.5517417722575919,male,CFRA Equity Research,"('AMGN', '2019 q1')",0.0
7564,GILD,2019 q1,3520,0.4213831369568288,"Kevin Huang, CFA",0.3020071240279833,male,CFRA Equity Research,"('GILD', '2019 q1')",0.0
7565,VRTX,2019 q1,3520,0.2009095823996766,"Kevin Huang, CFA",0.2537112999797448,male,CFRA Equity Research,"('VRTX', '2019 q1')",0.0
7566,ABBV,2019 q1,3520,0.5241375050084389,"Mr. Vamil Divan, MD",0.280572174324403,male,Credit Suisse,"('ABBV', '2019 q1')",0.0
7567,BMY,2019 q1,3520,0.6607062203172521,"Mr. Vamil Divan, MD",0.4116553739794261,male,Credit Suisse,"('BMY', '2019 q1')",0.0
7568,JNJ,2019 q1,3520,0.7641047513684891,"Mr. Vamil Divan, MD",0.3691564134760225,male,Credit Suisse,"('JNJ', '2019 q1')",0.0
7569,LLY,2019 q1,3520,0.632143488848293,"Mr. Vamil Divan, MD",0.3141173079468943,male,Credit Suisse,"('LLY', '2019 q1')",0.0
7570,MRK,2019 q1,3520,0.6898004655855983,"Mr. Vamil Divan, MD",0.5595103045608106,male,Credit Suisse,"('MRK', '2019 q1')",0.0
7571,ABBV,2019 q1,3520,0.5241375050084389,"Mr. Jason M. Gerberry, MBA",0.4675595625595315,male,BofA Global Research,"('ABBV', '2019 q1')",0.0
7572,BMY,2019 q1,3520,0.6607062203172521,"Mr. Jason M. Gerberry, MBA",0.5684016201243163,male,BofA Global Research,"('BMY', '2019 q1')",0.0
7573,LLY,2019 q1,3520,0.632143488848293,"Mr. Jason M. Gerberry, MBA",0.2648065600769776,male,BofA Global Research,"('LLY', '2019 q1')",0.0
7574,MRK,2019 q1,3520,0.6898004655855983,"Mr. Jason M. Gerberry, MBA",0.328292448704881,male,BofA Global Research,"('MRK', '2019 q1')",0.0
7575,MYL,2019 q1,3520,0.5465855527856189,"Mr. Jason M. Gerberry, MBA",0.4440825125989759,male,BofA Global Research,"('MYL', '2019 q1')",0.0
7576,PFE,2019 q1,3520,0.7347074009974901,"Mr. Jason M. Gerberry, MBA",0.5831214966824423,male,BofA Global Research,"('PFE', '2019 q1')",0.0
7577,ABBV,2019 q1,3520,0.5241375050084389,Ms. Akansha Agarwal,0.7115961029798455,female,Crispidea,"('ABBV', '2019 q1')",0.0
7578,BIIB,2019 q1,3520,0.5574764373472163,Ms. Akansha Agarwal,0.4903558011396672,female,Crispidea,"('BIIB', '2019 q1')",0.0
7579,BMY,2019 q1,3520,0.6607062203172521,Ms. Akansha Agarwal,0.5992477444350093,female,Crispidea,"('BMY', '2019 q1')",0.0
7580,JNJ,2019 q1,3520,0.7641047513684891,Ms. Akansha Agarwal,0.6785626444468698,female,Crispidea,"('JNJ', '2019 q1')",0.0
7581,ABBV,2019 q1,3520,0.5241375050084389,"Mr. Damien Conover, CFA, CFA",0.73903013225303,male,"Morningstar, Inc.","('ABBV', '2019 q1')",0.0
7582,ABBV,2019 q1,3520,0.5241375050084389,"Dr. Tim M. Anderson, MD",0.234516515558512,male,Wolfe Research,"('ABBV', '2019 q1')",0.0
7583,LLY,2019 q1,3520,0.632143488848293,"Dr. Tim M. Anderson, MD",0.2146945448672875,male,Wolfe Research,"('LLY', '2019 q1')",0.007601534482091665
7584,MRK,2019 q1,3520,0.6898004655855983,"Dr. Tim M. Anderson, MD",0.3549258735337467,male,Wolfe Research,"('MRK', '2019 q1')",0.0
7585,PFE,2019 q1,3520,0.7347074009974901,"Dr. Tim M. Anderson, MD",0.5974167809171379,male,Wolfe Research,"('PFE', '2019 q1')",0.0
7586,ABBV,2019 q1,3520,0.5241375050084389,Mr. David R. Risinger,0.1294815748784238,male,Morgan Stanley,"('ABBV', '2019 q1')",0.0
7587,BMY,2019 q1,3520,0.6607062203172521,Mr. David R. Risinger,0.780433854382728,male,Morgan Stanley,"('BMY', '2019 q1')",0.0
7588,LLY,2019 q1,3520,0.632143488848293,Mr. David R. Risinger,0.3557242295313308,male,Morgan Stanley,"('LLY', '2019 q1')",0.0
7589,MYL,2019 q1,3520,0.5465855527856189,Mr. David R. Risinger,0.2870319117301581,male,Morgan Stanley,"('MYL', '2019 q1')",0.0
7590,PFE,2019 q1,3520,0.7347074009974901,Mr. David R. Risinger,0.4512126433297492,male,Morgan Stanley,"('PFE', '2019 q1')",0.0
7591,ABBV,2019 q1,3520,0.5241375050084389,"Ms. Y. Katherine Xu, PHD",0.1415956264953668,female,William Blair & Company,"('ABBV', '2019 q1')",0.0
7592,GILD,2019 q1,3520,0.4213831369568288,"Ms. Y. Katherine Xu, PHD",0.0965706500360722,female,William Blair & Company,"('GILD', '2019 q1')",0.0
7593,INCY,2019 q1,3520,0.2695130847104129,"Ms. Y. Katherine Xu, PHD",0.0522805547211487,female,William Blair & Company,"('INCY', '2019 q1')",0.0
7594,VRTX,2019 q1,3520,0.2009095823996766,"Ms. Y. Katherine Xu, PHD",0.043135845202779,female,William Blair & Company,"('VRTX', '2019 q1')",0.005458579398691654
7595,ABBV,2019 q1,3520,0.5241375050084389,Mr. Geoffrey Meacham,0.502199330784493,male,Barclays,"('ABBV', '2019 q1')",0.0
7596,ALXN,2019 q1,3520,0.5150790208220124,Mr. Geoffrey Meacham,0.3485159367677753,male,Barclays,"('ALXN', '2019 q1')",0.0
7597,AMGN,2019 q1,3520,0.7350689876989187,Mr. Geoffrey Meacham,0.5521170749313574,male,Barclays,"('AMGN', '2019 q1')",0.0
7598,GILD,2019 q1,3520,0.4213831369568288,Mr. Geoffrey Meacham,0.2447080062610975,male,Barclays,"('GILD', '2019 q1')",0.0
7599,INCY,2019 q1,3520,0.2695130847104129,Mr. Geoffrey Meacham,0.2257018102780298,male,Barclays,"('INCY', '2019 q1')",0.0
7600,JNJ,2019 q1,3520,0.7641047513684891,Mr. Geoffrey Meacham,0.6054205164413672,male,Barclays,"('JNJ', '2019 q1')",0.0
7601,LLY,2019 q1,3520,0.632143488848293,Mr. Geoffrey Meacham,0.7850247864295143,male,Barclays,"('LLY', '2019 q1')",0.0
7602,MRK,2019 q1,3520,0.6898004655855983,Mr. Geoffrey Meacham,0.4459721184382147,male,Barclays,"('MRK', '2019 q1')",0.0
7603,VRTX,2019 q1,3520,0.2009095823996766,Mr. Geoffrey Meacham,0.1607083783615771,male,Barclays,"('VRTX', '2019 q1')",0.0
7604,ABBV,2019 q1,3520,0.5241375050084389,Justin S. Smith,0.1777459983180604,male,Societe Generale,"('ABBV', '2019 q1')",0.0
7605,BMY,2019 q1,3520,0.6607062203172521,Justin S. Smith,0.4935752352025576,male,Societe Generale,"('BMY', '2019 q1')",0.006262832321226597
7606,MRK,2019 q1,3520,0.6898004655855983,Justin S. Smith,0.7072369579378001,male,Societe Generale,"('MRK', '2019 q1')",0.0
7607,ABBV,2019 q1,3520,0.5241375050084389,Mr. Geoffrey Porges,0.1343939527453978,male,SVB Leerink,"('ABBV', '2019 q1')",0.0
7608,ALXN,2019 q1,3520,0.5150790208220124,Mr. Geoffrey Porges,0.1190056307078411,male,SVB Leerink,"('ALXN', '2019 q1')",0.007560231257230043
7609,AMGN,2019 q1,3520,0.7350689876989187,Mr. Geoffrey Porges,0.2797075160959422,male,SVB Leerink,"('AMGN', '2019 q1')",0.0
7610,VRTX,2019 q1,3520,0.2009095823996766,Mr. Geoffrey Porges,0.0587122268146394,male,SVB Leerink,"('VRTX', '2019 q1')",0.0
7611,ABBV,2019 q1,3520,0.5241375050084389,SADIF Research,0.9729577952433728,Not a person,Sadif Analytics Prime,"('ABBV', '2019 q1')",0.950595498085022
7612,ALXN,2019 q1,3520,0.5150790208220124,SADIF Research,0.9783898210778192,Not a person,Sadif Analytics Prime,"('ALXN', '2019 q1')",0.9629240036010742
7613,AMGN,2019 q1,3520,0.7350689876989187,SADIF Research,0.975493152715854,Not a person,Sadif Analytics Prime,"('AMGN', '2019 q1')",0.9464921951293945
7614,JNJ,2019 q1,3520,0.7641047513684891,SADIF Research,0.9548314741206376,Not a person,Sadif Analytics Prime,"('JNJ', '2019 q1')",0.9256189465522766
7615,MTD,2019 q1,3520,0.7795089011138032,SADIF Research,0.991497950173906,Not a person,Sadif Analytics Prime,"('MTD', '2019 q1')",0.9790002703666687
7616,PKI,2019 q1,3520,0.8347566516157386,SADIF Research,0.9742359210926136,Not a person,Sadif Analytics Prime,"('PKI', '2019 q1')",0.9540212154388428
7617,TMO,2019 q1,3520,0.7200527306270565,SADIF Research,0.9377308868299544,Not a person,Sadif Analytics Prime,"('TMO', '2019 q1')",0.9019749164581299
7618,ABBV,2019 q1,3520,0.5241375050084389,"Stephen M. Scala, CFA",0.1266181798518225,male,Cowen and Company,"('ABBV', '2019 q1')",0.0
7619,LLY,2019 q1,3520,0.632143488848293,"Stephen M. Scala, CFA",0.2252603877205421,male,Cowen and Company,"('LLY', '2019 q1')",0.0
7620,ABBV,2019 q1,3520,0.5241375050084389,Dr. Josh Schimmer,0.1271266356319854,male,EVERCORE ISI,"('ABBV', '2019 q1')",0.0
7621,INCY,2019 q1,3520,0.2695130847104129,Dr. Josh Schimmer,0.0524450174331242,male,EVERCORE ISI,"('INCY', '2019 q1')",0.0
7622,ALXN,2019 q1,3520,0.5150790208220124,"Mr. Ying Huang, PHD",0.2820942539278124,male,BofA Global Research,"('ALXN', '2019 q1')",0.033145368099212646
7623,AMGN,2019 q1,3520,0.7350689876989187,"Mr. Ying Huang, PHD",0.467176010045697,male,BofA Global Research,"('AMGN', '2019 q1')",0.0
7624,GILD,2019 q1,3520,0.4213831369568288,"Mr. Ying Huang, PHD",0.3102326309143146,male,BofA Global Research,"('GILD', '2019 q1')",0.0
7625,INCY,2019 q1,3520,0.2695130847104129,"Mr. Ying Huang, PHD",0.1352626479253738,male,BofA Global Research,"('INCY', '2019 q1')",0.0
7626,ALXN,2019 q1,3520,0.5150790208220124,Anna Baran,0.4168433275656105,female,"Morningstar, Inc.","('ALXN', '2019 q1')",0.0
7627,IQV,2019 q1,3520,0.6626176216794377,Anna Baran,0.8237571780603506,female,"Morningstar, Inc.","('IQV', '2019 q1')",0.0
7628,VRTX,2019 q1,3520,0.2009095823996766,Anna Baran,0.2200915616609841,female,"Morningstar, Inc.","('VRTX', '2019 q1')",0.0
7629,ALXN,2019 q1,3520,0.5150790208220124,"Kennen MacKay, PHD",0.2134273567808028,male,RBC Capital Markets,"('ALXN', '2019 q1')",0.0
7630,AMGN,2019 q1,3520,0.7350689876989187,"Kennen MacKay, PHD",0.2948523770466672,male,RBC Capital Markets,"('AMGN', '2019 q1')",0.00939818937331438
7631,ALXN,2019 q1,3520,0.5150790208220124,Mr. Matthew K. Harrison,0.2379223133711922,male,Morgan Stanley,"('ALXN', '2019 q1')",0.013971831649541855
7632,ALXN,2019 q1,3520,0.5150790208220124,"Mr. Phil M. Nadeau, PHD",0.1250967828362036,male,Cowen and Company,"('ALXN', '2019 q1')",0.0
7633,AMGN,2019 q1,3520,0.7350689876989187,"Mr. Phil M. Nadeau, PHD",0.2793460473251569,male,Cowen and Company,"('AMGN', '2019 q1')",0.0
7634,GILD,2019 q1,3520,0.4213831369568288,"Mr. Phil M. Nadeau, PHD",0.0971913479861951,male,Cowen and Company,"('GILD', '2019 q1')",0.0
7635,VRTX,2019 q1,3520,0.2009095823996766,"Mr. Phil M. Nadeau, PHD",0.0437623901429627,male,Cowen and Company,"('VRTX', '2019 q1')",0.0
7636,ALXN,2019 q1,3520,0.5150790208220124,Mr. Yatin Suneja,0.3606207368995363,male,Guggenheim Securities LLC,"('ALXN', '2019 q1')",0.0
7637,ALXN,2019 q1,3520,0.5150790208220124,"Dr. Martin Auster, M.D.",0.4421635000357972,male,Credit Suisse,"('ALXN', '2019 q1')",0.0453474260866642
7638,ALXN,2019 q1,3520,0.5150790208220124,"Ms. Karen Andersen, CFA",0.4273438968222258,female,"Morningstar, Inc.","('ALXN', '2019 q1')",0.0
7639,AMGN,2019 q1,3520,0.7350689876989187,"Ms. Karen Andersen, CFA",0.5962409935990335,female,"Morningstar, Inc.","('AMGN', '2019 q1')",0.0
7640,BIIB,2019 q1,3520,0.5574764373472163,"Ms. Karen Andersen, CFA",0.4319213442712608,female,"Morningstar, Inc.","('BIIB', '2019 q1')",0.008333333767950535
7641,GILD,2019 q1,3520,0.4213831369568288,"Ms. Karen Andersen, CFA",0.3491848215494184,female,"Morningstar, Inc.","('GILD', '2019 q1')",0.0
7642,INCY,2019 q1,3520,0.2695130847104129,"Ms. Karen Andersen, CFA",0.3759628835012429,female,"Morningstar, Inc.","('INCY', '2019 q1')",0.0
7643,VRTX,2019 q1,3520,0.2009095823996766,"Ms. Karen Andersen, CFA",0.2677230933784227,female,"Morningstar, Inc.","('VRTX', '2019 q1')",0.0
7644,AMGN,2019 q1,3520,0.7350689876989187,Umer Raffat,0.6841913343575416,male,EVERCORE ISI,"('AMGN', '2019 q1')",0.0
7645,AMGN,2019 q1,3520,0.7350689876989187,Mr. Ravindra kulkarni,0.7526219584234177,male,Crispidea,"('AMGN', '2019 q1')",0.0
7646,AMGN,2019 q1,3520,0.7350689876989187,Mr. Thomas Kee,0.996883935348498,male,Stock Traders Daily Research,"('AMGN', '2019 q1')",0.9931149482727051
7647,GILD,2019 q1,3520,0.4213831369568288,Mr. Thomas Kee,0.9970255583539054,male,Stock Traders Daily Research,"('GILD', '2019 q1')",0.9932176470756531
7648,JNJ,2019 q1,3520,0.7641047513684891,Mr. Thomas Kee,0.9681072382248804,male,Stock Traders Daily Research,"('JNJ', '2019 q1')",0.9931468963623047
7649,LLY,2019 q1,3520,0.632143488848293,Mr. Thomas Kee,0.993028500354362,male,Stock Traders Daily Research,"('LLY', '2019 q1')",0.9931468963623047
7650,MRK,2019 q1,3520,0.6898004655855983,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MRK', '2019 q1')",0.9932755827903748
7651,MYL,2019 q1,3520,0.5465855527856189,Mr. Thomas Kee,0.9966106489037868,male,Stock Traders Daily Research,"('MYL', '2019 q1')",0.9932563900947571
7652,PFE,2019 q1,3520,0.7347074009974901,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PFE', '2019 q1')",0.9933363199234009
7653,PKI,2019 q1,3520,0.8347566516157386,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PKI', '2019 q1')",0.9931548833847046
7654,TMO,2019 q1,3520,0.7200527306270565,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('TMO', '2019 q1')",0.9931548535823822
7655,WAT,2019 q1,3520,0.6934564614109742,Mr. Thomas Kee,0.9921454404185664,male,Stock Traders Daily Research,"('WAT', '2019 q1')",0.9926787316799164
7656,BIIB,2019 q1,3520,0.5574764373472163,Mr. Michael J. Yee,0.707235713793017,male,Jefferies,"('BIIB', '2019 q1')",0.0
7657,BIIB,2019 q1,3520,0.5574764373472163,Acquisdata Research Team,0.4945830127986124,Not a person,Acquisdata,"('BIIB', '2019 q1')",0.0
7658,GILD,2019 q1,3520,0.4213831369568288,Acquisdata Research Team,0.3058921795785746,Not a person,Acquisdata,"('GILD', '2019 q1')",0.0
7659,BIIB,2019 q1,3520,0.5574764373472163,"DR. Gbolahan B. Amusa, CFA",0.2946553394932003,male,Chardan Capital Markets,"('BIIB', '2019 q1')",0.02660905010998249
7660,BMY,2019 q1,3520,0.6607062203172521,"Mr. Damien Conover, CFA",0.5711355293076479,male,"Morningstar, Inc.","('BMY', '2019 q1')",0.0
7661,JNJ,2019 q1,3520,0.7641047513684891,"Mr. Damien Conover, CFA",0.5885401951921498,male,"Morningstar, Inc.","('JNJ', '2019 q1')",0.0
7662,LLY,2019 q1,3520,0.632143488848293,"Mr. Damien Conover, CFA",0.6188928978612789,male,"Morningstar, Inc.","('LLY', '2019 q1')",0.0
7663,MRK,2019 q1,3520,0.6898004655855983,"Mr. Damien Conover, CFA",0.7123638952001422,male,"Morningstar, Inc.","('MRK', '2019 q1')",0.0
7664,PFE,2019 q1,3520,0.7347074009974901,"Mr. Damien Conover, CFA",0.5993052531301065,male,"Morningstar, Inc.","('PFE', '2019 q1')",0.0
7665,PKI,2019 q1,3520,0.8347566516157386,"Mr. Damien Conover, CFA",0.5759997339450061,male,"Morningstar, Inc.","('PKI', '2019 q1')",0.0
7666,GILD,2019 q1,3520,0.4213831369568288,Jing He,0.1303278481017418,female,Gabelli & Company,"('GILD', '2019 q1')",0.012588662095367908
7667,INCY,2019 q1,3520,0.2695130847104129,Jing He,0.0531529920014246,female,Gabelli & Company,"('INCY', '2019 q1')",0.014819996431469917
7668,GILD,2019 q1,3520,0.4213831369568288,"Mr. Jason McCarthy, PHD",0.0987450876578851,male,Maxim Group,"('GILD', '2019 q1')",0.0
7669,VRTX,2019 q1,3520,0.2009095823996766,"Mr. Jason McCarthy, PHD",0.0472454733360111,male,Maxim Group,"('VRTX', '2019 q1')",0.040883058682084084
7670,ILMN,2019 q1,3520,0.4568118834369873,Colin Scarola,0.5433557371542382,male,CFRA Equity Research,"('ILMN', '2019 q1')",0.0
7671,IQV,2019 q1,3520,0.6626176216794377,Colin Scarola,0.8310468186062167,male,CFRA Equity Research,"('IQV', '2019 q1')",0.0
7672,JNJ,2019 q1,3520,0.7641047513684891,Colin Scarola,0.5682108671822461,male,CFRA Equity Research,"('JNJ', '2019 q1')",0.0
7673,LLY,2019 q1,3520,0.632143488848293,Colin Scarola,0.5706234394510732,male,CFRA Equity Research,"('LLY', '2019 q1')",0.0
7674,MRK,2019 q1,3520,0.6898004655855983,Colin Scarola,0.6037487293918921,male,CFRA Equity Research,"('MRK', '2019 q1')",0.0
7675,MTD,2019 q1,3520,0.7795089011138032,Colin Scarola,0.6836961211913283,male,CFRA Equity Research,"('MTD', '2019 q1')",0.0
7676,MYL,2019 q1,3520,0.5465855527856189,Colin Scarola,0.4708518513171842,male,CFRA Equity Research,"('MYL', '2019 q1')",0.0023521356284618377
7677,PFE,2019 q1,3520,0.7347074009974901,Colin Scarola,0.6080722828765305,male,CFRA Equity Research,"('PFE', '2019 q1')",0.0
7678,PKI,2019 q1,3520,0.8347566516157386,Colin Scarola,0.6814820241104478,male,CFRA Equity Research,"('PKI', '2019 q1')",0.0
7679,PRGO,2019 q1,3520,0.4492750583352781,Colin Scarola,0.5004556381095415,male,CFRA Equity Research,"('PRGO', '2019 q1')",0.0
7680,TMO,2019 q1,3520,0.7200527306270565,Colin Scarola,0.5941137585415771,male,CFRA Equity Research,"('TMO', '2019 q1')",0.0
7681,WAT,2019 q1,3520,0.6934564614109742,Colin Scarola,0.6533823297882045,male,CFRA Equity Research,"('WAT', '2019 q1')",0.0
7682,ILMN,2019 q1,3520,0.4568118834369873,Mr. Dan Leonard,0.4658200942303649,male,Deutsche Bank,"('ILMN', '2019 q1')",0.0
7683,IQV,2019 q1,3520,0.6626176216794377,Mr. Dan Leonard,0.8733677374241243,male,Deutsche Bank,"('IQV', '2019 q1')",0.0
7684,MTD,2019 q1,3520,0.7795089011138032,Mr. Dan Leonard,0.5933510380911133,male,Deutsche Bank,"('MTD', '2019 q1')",0.0
7685,PKI,2019 q1,3520,0.8347566516157386,Mr. Dan Leonard,0.6364909991049218,male,Deutsche Bank,"('PKI', '2019 q1')",0.0
7686,TMO,2019 q1,3520,0.7200527306270565,Mr. Dan Leonard,0.6006093114057194,male,Deutsche Bank,"('TMO', '2019 q1')",0.0
7687,WAT,2019 q1,3520,0.6934564614109742,Mr. Dan Leonard,0.8686360875139643,male,Deutsche Bank,"('WAT', '2019 q1')",0.0
7688,ILMN,2019 q1,3520,0.4568118834369873,Michael Waterhouse,0.6266473050382321,male,"Morningstar, Inc.","('ILMN', '2019 q1')",0.005555555845300357
7689,MYL,2019 q1,3520,0.5465855527856189,Michael Waterhouse,0.5995276486794571,male,"Morningstar, Inc.","('MYL', '2019 q1')",0.0
7690,PKI,2019 q1,3520,0.8347566516157386,Michael Waterhouse,0.5858259746790594,male,"Morningstar, Inc.","('PKI', '2019 q1')",0.0
7691,PRGO,2019 q1,3520,0.4492750583352781,Michael Waterhouse,0.6156609376342003,male,"Morningstar, Inc.","('PRGO', '2019 q1')",0.0
7692,WAT,2019 q1,3520,0.6934564614109742,Michael Waterhouse,0.7469635084313688,male,"Morningstar, Inc.","('WAT', '2019 q1')",0.0
7693,ILMN,2019 q1,3520,0.4568118834369873,"William R. Quirk, CFA",0.2168309204716632,male,Piper Sandler Companies,"('ILMN', '2019 q1')",0.0
7694,PKI,2019 q1,3520,0.8347566516157386,"William R. Quirk, CFA",0.5690430325359092,male,Piper Sandler Companies,"('PKI', '2019 q1')",0.0
7695,ILMN,2019 q1,3520,0.4568118834369873,"Mr. Paul R. Knight, CFA",0.368955168634216,male,Janney Montgomery Scott LLC,"('ILMN', '2019 q1')",0.10704991221427917
7696,WAT,2019 q1,3520,0.6934564614109742,"Mr. Paul R. Knight, CFA",0.2684806672758196,male,Janney Montgomery Scott LLC,"('WAT', '2019 q1')",0.0
7697,ILMN,2019 q1,3520,0.4568118834369873,"Mr. Jack Meehan, CFA",0.1555403843835512,male,Barclays,"('ILMN', '2019 q1')",0.0
7698,IQV,2019 q1,3520,0.6626176216794377,"Mr. Jack Meehan, CFA",0.2678713326270017,male,Barclays,"('IQV', '2019 q1')",0.0
7699,TMO,2019 q1,3520,0.7200527306270565,"Mr. Jack Meehan, CFA",0.4292385718777851,male,Barclays,"('TMO', '2019 q1')",0.0
7700,WAT,2019 q1,3520,0.6934564614109742,"Mr. Jack Meehan, CFA",0.3384178496271883,male,Barclays,"('WAT', '2019 q1')",0.01083402056246996
7701,ILMN,2019 q1,3520,0.4568118834369873,Mr. Ross Muken,0.2221059152632336,male,EVERCORE ISI,"('ILMN', '2019 q1')",0.0
7702,IQV,2019 q1,3520,0.6626176216794377,Mr. Ross Muken,0.5998969485993659,male,EVERCORE ISI,"('IQV', '2019 q1')",0.02609218843281269
7703,MTD,2019 q1,3520,0.7795089011138032,Mr. Ross Muken,0.6059202951212436,male,EVERCORE ISI,"('MTD', '2019 q1')",0.01666666753590107
7704,PKI,2019 q1,3520,0.8347566516157386,Mr. Ross Muken,0.6812041435608164,male,EVERCORE ISI,"('PKI', '2019 q1')",0.0
7705,TMO,2019 q1,3520,0.7200527306270565,Mr. Ross Muken,0.5073487638335031,male,EVERCORE ISI,"('TMO', '2019 q1')",0.0
7706,WAT,2019 q1,3520,0.6934564614109742,Mr. Ross Muken,0.4025396733839785,male,EVERCORE ISI,"('WAT', '2019 q1')",0.0
7707,ILMN,2019 q1,3520,0.4568118834369873,Mr. Mark A. Massaro,0.1503987771260534,male,Canaccord Genuity,"('ILMN', '2019 q1')",0.010938843712210655
7708,INCY,2019 q1,3520,0.2695130847104129,"Michael W. Schmidt, PHD",0.0965410400089691,male,Guggenheim Securities LLC,"('INCY', '2019 q1')",0.0
7709,INCY,2019 q1,3520,0.2695130847104129,Liisa A. Bayko,0.6917761316357703,female,JMP Securities,"('INCY', '2019 q1')",0.013116713613271713
7710,INCY,2019 q1,3520,0.2695130847104129,"Brian Abrahams, MD",0.0536584092105897,male,RBC Capital Markets,"('INCY', '2019 q1')",0.0
7711,VRTX,2019 q1,3520,0.2009095823996766,"Brian Abrahams, MD",0.0672242931453724,male,RBC Capital Markets,"('VRTX', '2019 q1')",0.0
7712,INCY,2019 q1,3520,0.2695130847104129,Mr. Peter Lawson,0.0491486694857703,male,SunTrust Robinson Humphrey Capital Markets,"('INCY', '2019 q1')",0.0
7713,IQV,2019 q1,3520,0.6626176216794377,Ms. Erin E. Wright,0.3130083800870659,female,Credit Suisse,"('IQV', '2019 q1')",0.009967676363885403
7714,IQV,2019 q1,3520,0.6626176216794377,Jefferies Equity Research,0.7756815427294099,Not a person,Jefferies,"('IQV', '2019 q1')",0.021951129660010338
7715,IQV,2019 q1,3520,0.6626176216794377,Sean W. Wieland,0.3351203178424666,male,Piper Sandler Companies,"('IQV', '2019 q1')",0.0
7716,IQV,2019 q1,3520,0.6626176216794377,"John C. Kreger, III",0.2804167581322105,male,William Blair & Company,"('IQV', '2019 q1')",0.0
7717,IQV,2019 q1,3520,0.6626176216794377,"David H. Windley, CFA, CPA, CFA",0.2902469700402523,male,Jefferies,"('IQV', '2019 q1')",0.0
7718,IQV,2019 q1,3520,0.6626176216794377,Derik De Bruin,0.3489522108636593,male,BofA Global Research,"('IQV', '2019 q1')",0.02298121340572834
7719,MTD,2019 q1,3520,0.7795089011138032,Derik De Bruin,0.6810147131140403,male,BofA Global Research,"('MTD', '2019 q1')",0.022618113085627556
7720,PKI,2019 q1,3520,0.8347566516157386,Derik De Bruin,0.7447388235764313,male,BofA Global Research,"('PKI', '2019 q1')",0.03372722119092941
7721,TMO,2019 q1,3520,0.7200527306270565,Derik De Bruin,0.2996755455869508,male,BofA Global Research,"('TMO', '2019 q1')",0.0
7722,WAT,2019 q1,3520,0.6934564614109742,Derik De Bruin,0.4097484506777187,male,BofA Global Research,"('WAT', '2019 q1')",0.01666666753590107
7723,IQV,2019 q1,3520,0.6626176216794377,"Mr. Sandy Y. Draper, CFA",0.2700780347005405,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2019 q1')",0.0
7724,JNJ,2019 q1,3520,0.7641047513684891,Mita Mehta,0.7072807005607046,female,Crispidea,"('JNJ', '2019 q1')",0.1319182887673378
7725,JNJ,2019 q1,3520,0.7641047513684891,Mr. Glenn Novarro,0.4828314400740939,male,RBC Capital Markets,"('JNJ', '2019 q1')",0.0
7726,JNJ,2019 q1,3520,0.7641047513684891,Florent Cespedes,0.572524210604445,male,Societe Generale,"('JNJ', '2019 q1')",0.0
7727,LLY,2019 q1,3520,0.632143488848293,Florent Cespedes,0.3151257661126894,male,Societe Generale,"('LLY', '2019 q1')",0.0
7728,PFE,2019 q1,3520,0.7347074009974901,Florent Cespedes,0.5956485186007681,male,Societe Generale,"('PFE', '2019 q1')",0.010950121097266674
7729,JNJ,2019 q1,3520,0.7641047513684891,Lawrence H. Biegelsen,0.3608215642245661,male,"Wells Fargo Securities, LLC","('JNJ', '2019 q1')",0.0
7730,JNJ,2019 q1,3520,0.7641047513684891,Credit Suisse Global Product Marketing,0.5341212539158378,Not a person,Credit Suisse,"('JNJ', '2019 q1')",0.010582256130874157
7731,LLY,2019 q1,3520,0.632143488848293,Credit Suisse Global Product Marketing,0.6025721988279729,Not a person,Credit Suisse,"('LLY', '2019 q1')",0.0
7732,LLY,2019 q1,3520,0.632143488848293,Mr. John T. Boris,0.3821794680308321,male,SunTrust Robinson Humphrey Capital Markets,"('LLY', '2019 q1')",0.02639862708747387
7733,MRK,2019 q1,3520,0.6898004655855983,Mr. Seamus Fernandez,0.2987179526664202,male,Guggenheim Securities LLC,"('MRK', '2019 q1')",0.0
7734,MTD,2019 q1,3520,0.7795089011138032,Mr. Steve Beuchaw,0.4595820305751994,male,Morgan Stanley,"('MTD', '2019 q1')",0.0
7735,WAT,2019 q1,3520,0.6934564614109742,Mr. Steve Beuchaw,0.4408854136704195,male,Morgan Stanley,"('WAT', '2019 q1')",0.03751366399228573
7736,MTD,2019 q1,3520,0.7795089011138032,"Mr. Alex Morozov, CFA",0.8164645315639805,male,"Morningstar, Inc.","('MTD', '2019 q1')",0.0
7737,TMO,2019 q1,3520,0.7200527306270565,"Mr. Alex Morozov, CFA",0.70882586247648,male,"Morningstar, Inc.","('TMO', '2019 q1')",0.0
7738,MTD,2019 q1,3520,0.7795089011138032,"Elliott L. Schlang, CFA",0.5509661044714532,male,Great Lakes/Wellington Shields,"('MTD', '2019 q1')",0.0
7739,MYL,2019 q1,3520,0.5465855527856189,Mr. Gregg Gilbert,0.1998242213394924,male,SunTrust Robinson Humphrey Capital Markets,"('MYL', '2019 q1')",0.0
7740,PRGO,2019 q1,3520,0.4492750583352781,Mr. Gregg Gilbert,0.2623250622100763,male,SunTrust Robinson Humphrey Capital Markets,"('PRGO', '2019 q1')",0.014944489113986492
7741,MYL,2019 q1,3520,0.5465855527856189,"Randall S. Stanicky, CFA",0.1809325262616858,male,RBC Capital Markets,"('MYL', '2019 q1')",0.005609811283648014
7742,PRGO,2019 q1,3520,0.4492750583352781,"Randall S. Stanicky, CFA",0.2475364504705596,male,RBC Capital Markets,"('PRGO', '2019 q1')",0.01666666753590107
7743,MYL,2019 q1,3520,0.5465855527856189,Mr. Timothy Chiang,0.2865737822380788,male,BTIG,"('MYL', '2019 q1')",0.013279248028993607
7744,MYL,2019 q1,3520,0.5465855527856189,Ms. Ami Fadia,0.2376823012319402,female,SVB Leerink,"('MYL', '2019 q1')",0.003983258890608947
7745,PRGO,2019 q1,3520,0.4492750583352781,Ms. Ami Fadia,0.2882419952896806,female,SVB Leerink,"('PRGO', '2019 q1')",0.0
7746,PKI,2019 q1,3520,0.8347566516157386,Mr. Douglas A. Schenkel,0.7843793504473818,male,Cowen and Company,"('PKI', '2019 q1')",0.0
7747,PRGO,2019 q1,3520,0.4492750583352781,Mr. David M. Steinberg,0.2649547440964513,male,Jefferies,"('PRGO', '2019 q1')",0.0
7748,REGN,2019 q1,3520,0.0749876572207527,"Mr. John L. Newman, Ph.D., CFA, PHD",0.0749876572207527,male,Canaccord Genuity,"('REGN', '2019 q1')",0.009302473937471708
7749,REGN,2019 q1,3520,0.0749876572207527,Adnan S. Butt,0.0749876572207526,male,Guggenheim Securities LLC,"('REGN', '2019 q1')",0.0
7750,TMO,2019 q1,3520,0.7200527306270565,Ms. Sung Ji Nam,0.327688120780644,female,BTIG,"('TMO', '2019 q1')",0.0
7751,WAT,2019 q1,3520,0.6934564614109742,Ms. Sung Ji Nam,0.3753844061565869,female,BTIG,"('WAT', '2019 q1')",0.0
7752,TMO,2019 q1,3520,0.7200527306270565,"Mr. Dan Brennan, CFA",0.3900333031353406,male,UBS Equities,"('TMO', '2019 q1')",0.013367706909775734
7753,VRTX,2019 q1,3520,0.2009095823996766,Edward A. Tenthoff,0.0997210324509367,male,Piper Sandler Companies,"('VRTX', '2019 q1')",0.0
7754,VRTX,2019 q1,3520,0.2009095823996766,Mr. Andrew S. Fein,0.164901302498894,male,"H.C. Wainwright & Co., LLC","('VRTX', '2019 q1')",0.031006595119833946
7755,ABBV,2019 q2,3520,0.4107409756888061,"Dr. Tim M. Anderson, MD",0.2089586303263995,male,Wolfe Research,"('ABBV', '2019 q2')",0.0
7756,LLY,2019 q2,3520,0.5287215773917056,"Dr. Tim M. Anderson, MD",0.3585398547517878,male,Wolfe Research,"('LLY', '2019 q2')",0.017145395278930664
7757,MRK,2019 q2,3520,0.647483512431958,"Dr. Tim M. Anderson, MD",0.3133494918969179,male,Wolfe Research,"('MRK', '2019 q2')",0.0
7758,PFE,2019 q2,3520,0.7049573241993058,"Dr. Tim M. Anderson, MD",0.4575600776468531,male,Wolfe Research,"('PFE', '2019 q2')",0.0
7759,ABBV,2019 q2,3520,0.4107409756888061,Mr. Geoffrey Meacham,0.2210831177382748,male,Barclays,"('ABBV', '2019 q2')",0.0
7760,ALXN,2019 q2,3520,0.3233501379250542,Mr. Geoffrey Meacham,0.1879194858797551,male,Barclays,"('ALXN', '2019 q2')",0.017004482448101044
7761,AMGN,2019 q2,3520,0.5090998895405469,Mr. Geoffrey Meacham,0.4394774815825519,male,Barclays,"('AMGN', '2019 q2')",0.0
7762,BMY,2019 q2,3520,0.6192130223847117,Mr. Geoffrey Meacham,0.5191113469568964,male,Barclays,"('BMY', '2019 q2')",0.0
7763,INCY,2019 q2,3520,0.3291117209801802,Mr. Geoffrey Meacham,0.4272622639261037,male,Barclays,"('INCY', '2019 q2')",0.0
7764,JNJ,2019 q2,3520,0.5628892373973359,Mr. Geoffrey Meacham,0.4900545779752829,male,Barclays,"('JNJ', '2019 q2')",0.0
7765,LLY,2019 q2,3520,0.5287215773917056,Mr. Geoffrey Meacham,0.4424752152034426,male,Barclays,"('LLY', '2019 q2')",0.0
7766,MRK,2019 q2,3520,0.647483512431958,Mr. Geoffrey Meacham,0.5174646653108098,male,Barclays,"('MRK', '2019 q2')",0.0
7767,VRTX,2019 q2,3520,0.3528405270901916,Mr. Geoffrey Meacham,0.236054700648476,male,Barclays,"('VRTX', '2019 q2')",0.0
7768,ABBV,2019 q2,3520,0.4107409756888061,"Mr. Jason M. Gerberry, MBA",0.1930472914219414,male,BofA Global Research,"('ABBV', '2019 q2')",0.0
7769,LLY,2019 q2,3520,0.5287215773917056,"Mr. Jason M. Gerberry, MBA",0.342909967611051,male,BofA Global Research,"('LLY', '2019 q2')",0.0
7770,MRK,2019 q2,3520,0.647483512431958,"Mr. Jason M. Gerberry, MBA",0.3311139718173621,male,BofA Global Research,"('MRK', '2019 q2')",0.03355281613767147
7771,MYL,2019 q2,3520,0.527351950805204,"Mr. Jason M. Gerberry, MBA",0.471180188760661,male,BofA Global Research,"('MYL', '2019 q2')",0.0
7772,PFE,2019 q2,3520,0.7049573241993058,"Mr. Jason M. Gerberry, MBA",0.4893981093150388,male,BofA Global Research,"('PFE', '2019 q2')",0.0
7773,ABBV,2019 q2,3520,0.4107409756888061,"Mr. Damien Conover, CFA, CFA",0.7304203438813797,male,"Morningstar, Inc.","('ABBV', '2019 q2')",0.008333333767950535
7774,ABBV,2019 q2,3520,0.4107409756888061,"Kevin Huang, CFA",0.5850993649832563,male,CFRA Equity Research,"('ABBV', '2019 q2')",0.0
7775,ALXN,2019 q2,3520,0.3233501379250542,"Kevin Huang, CFA",0.4274373567764524,male,CFRA Equity Research,"('ALXN', '2019 q2')",0.0
7776,AMGN,2019 q2,3520,0.5090998895405469,"Kevin Huang, CFA",0.5079133450136778,male,CFRA Equity Research,"('AMGN', '2019 q2')",0.0
7777,GILD,2019 q2,3520,0.2883339078805976,"Kevin Huang, CFA",0.3506614624936031,male,CFRA Equity Research,"('GILD', '2019 q2')",0.0
7778,REGN,2019 q2,3520,0.33069403237704,"Kevin Huang, CFA",0.5018434965388094,male,CFRA Equity Research,"('REGN', '2019 q2')",0.0
7779,VRTX,2019 q2,3520,0.3528405270901916,"Kevin Huang, CFA",0.359968344297156,male,CFRA Equity Research,"('VRTX', '2019 q2')",0.0
7780,ABBV,2019 q2,3520,0.4107409756888061,Mr. Geoffrey Porges,0.122693566981466,male,SVB Leerink,"('ABBV', '2019 q2')",0.003969697902599971
7781,ALXN,2019 q2,3520,0.3233501379250542,Mr. Geoffrey Porges,0.1126403701853458,male,SVB Leerink,"('ALXN', '2019 q2')",0.0
7782,BIIB,2019 q2,3520,0.6660854127599432,Mr. Geoffrey Porges,0.6664000624479788,male,SVB Leerink,"('BIIB', '2019 q2')",0.0
7783,GILD,2019 q2,3520,0.2883339078805976,Mr. Geoffrey Porges,0.0971788059916665,male,SVB Leerink,"('GILD', '2019 q2')",0.0
7784,REGN,2019 q2,3520,0.33069403237704,Mr. Geoffrey Porges,0.1679590874169518,male,SVB Leerink,"('REGN', '2019 q2')",0.0
7785,VRTX,2019 q2,3520,0.3528405270901916,Mr. Geoffrey Porges,0.192688502312881,male,SVB Leerink,"('VRTX', '2019 q2')",0.0
7786,ABBV,2019 q2,3520,0.4107409756888061,Mr. David R. Risinger,0.191516832197028,male,Morgan Stanley,"('ABBV', '2019 q2')",0.0
7787,BMY,2019 q2,3520,0.6192130223847117,Mr. David R. Risinger,0.8498814360746886,male,Morgan Stanley,"('BMY', '2019 q2')",0.0
7788,MRK,2019 q2,3520,0.647483512431958,Mr. David R. Risinger,0.4430010501128491,male,Morgan Stanley,"('MRK', '2019 q2')",0.0
7789,MYL,2019 q2,3520,0.527351950805204,Mr. David R. Risinger,0.3981054573481251,male,Morgan Stanley,"('MYL', '2019 q2')",0.0
7790,PRGO,2019 q2,3520,0.4651372265254503,Mr. David R. Risinger,0.2771052358479069,male,Morgan Stanley,"('PRGO', '2019 q2')",0.0
7791,ABBV,2019 q2,3520,0.4107409756888061,Dr. Josh Schimmer,0.1170952896324477,male,EVERCORE ISI,"('ABBV', '2019 q2')",0.0
7792,ALXN,2019 q2,3520,0.3233501379250542,Dr. Josh Schimmer,0.2068535216942272,male,EVERCORE ISI,"('ALXN', '2019 q2')",0.01762550324201584
7793,INCY,2019 q2,3520,0.3291117209801802,Dr. Josh Schimmer,0.0976382543349568,male,EVERCORE ISI,"('INCY', '2019 q2')",0.0
7794,ABBV,2019 q2,3520,0.4107409756888061,Ms. Akansha Agarwal,0.4485150800398159,female,Crispidea,"('ABBV', '2019 q2')",0.0
7795,BIIB,2019 q2,3520,0.6660854127599432,Ms. Akansha Agarwal,0.7103768524044279,female,Crispidea,"('BIIB', '2019 q2')",0.0
7796,GILD,2019 q2,3520,0.2883339078805976,Ms. Akansha Agarwal,0.2844938203660517,female,Crispidea,"('GILD', '2019 q2')",0.0
7797,MRK,2019 q2,3520,0.647483512431958,Ms. Akansha Agarwal,0.5340212836182606,female,Crispidea,"('MRK', '2019 q2')",0.0
7798,PFE,2019 q2,3520,0.7049573241993058,Ms. Akansha Agarwal,0.5557166305021733,female,Crispidea,"('PFE', '2019 q2')",0.0
7799,TMO,2019 q2,3520,0.6003480875376204,Ms. Akansha Agarwal,0.6598155939855963,female,Crispidea,"('TMO', '2019 q2')",0.0
7800,ABBV,2019 q2,3520,0.4107409756888061,"Mr. Vamil Divan, MD",0.2003473723760994,male,Credit Suisse,"('ABBV', '2019 q2')",0.0
7801,BMY,2019 q2,3520,0.6192130223847117,"Mr. Vamil Divan, MD",0.4217028099531067,male,Credit Suisse,"('BMY', '2019 q2')",0.0
7802,JNJ,2019 q2,3520,0.5628892373973359,"Mr. Vamil Divan, MD",0.4030497814470248,male,Credit Suisse,"('JNJ', '2019 q2')",0.0
7803,LLY,2019 q2,3520,0.5287215773917056,"Mr. Vamil Divan, MD",0.3570005255323895,male,Credit Suisse,"('LLY', '2019 q2')",0.0
7804,MRK,2019 q2,3520,0.647483512431958,"Mr. Vamil Divan, MD",0.4371496543048789,male,Credit Suisse,"('MRK', '2019 q2')",0.0
7805,PFE,2019 q2,3520,0.7049573241993058,"Mr. Vamil Divan, MD",0.351892997432048,male,Credit Suisse,"('PFE', '2019 q2')",0.012636848725378513
7806,ABBV,2019 q2,3520,0.4107409756888061,"Stephen M. Scala, CFA",0.1837336563091579,male,Cowen and Company,"('ABBV', '2019 q2')",0.0
7807,MRK,2019 q2,3520,0.647483512431958,"Stephen M. Scala, CFA",0.2366736106821451,male,Cowen and Company,"('MRK', '2019 q2')",0.0
7808,ABBV,2019 q2,3520,0.4107409756888061,Mr. Christopher J. Raymond,0.1269225007016544,male,Piper Sandler Companies,"('ABBV', '2019 q2')",0.005811106879264116
7809,AMGN,2019 q2,3520,0.5090998895405469,Mr. Christopher J. Raymond,0.7779201235264737,male,Piper Sandler Companies,"('AMGN', '2019 q2')",0.0
7810,ALXN,2019 q2,3520,0.3233501379250542,"Mr. Phil M. Nadeau, PHD",0.0757183171995768,male,Cowen and Company,"('ALXN', '2019 q2')",0.0
7811,ALXN,2019 q2,3520,0.3233501379250542,Anna Baran,0.5867571784783981,female,"Morningstar, Inc.","('ALXN', '2019 q2')",0.0
7812,IQV,2019 q2,3520,0.5901837713745817,Anna Baran,0.6097545425993248,female,"Morningstar, Inc.","('IQV', '2019 q2')",0.0025389299262315035
7813,VRTX,2019 q2,3520,0.3528405270901916,Anna Baran,0.5241335501617168,female,"Morningstar, Inc.","('VRTX', '2019 q2')",0.0
7814,ALXN,2019 q2,3520,0.3233501379250542,"Dr. Martin Auster, M.D.",0.1430078702434011,male,Credit Suisse,"('ALXN', '2019 q2')",0.0
7815,ALXN,2019 q2,3520,0.3233501379250542,"Mr. Ying Huang, PHD",0.2794151779493149,male,BofA Global Research,"('ALXN', '2019 q2')",0.019707929342985153
7816,AMGN,2019 q2,3520,0.5090998895405469,"Mr. Ying Huang, PHD",0.2632976738609403,male,BofA Global Research,"('AMGN', '2019 q2')",0.0
7817,INCY,2019 q2,3520,0.3291117209801802,"Mr. Ying Huang, PHD",0.1251651977391499,male,BofA Global Research,"('INCY', '2019 q2')",0.01666666753590107
7818,VRTX,2019 q2,3520,0.3528405270901916,"Mr. Ying Huang, PHD",0.1778714717555751,male,BofA Global Research,"('VRTX', '2019 q2')",0.0
7819,ALXN,2019 q2,3520,0.3233501379250542,"Kennen MacKay, PHD",0.091022123354307,male,RBC Capital Markets,"('ALXN', '2019 q2')",0.0
7820,AMGN,2019 q2,3520,0.5090998895405469,"Kennen MacKay, PHD",0.2047989181264688,male,RBC Capital Markets,"('AMGN', '2019 q2')",0.0
7821,ALXN,2019 q2,3520,0.3233501379250542,Mr. Yatin Suneja,0.0917929280280167,male,Guggenheim Securities LLC,"('ALXN', '2019 q2')",0.0
7822,AMGN,2019 q2,3520,0.5090998895405469,Mr. Evan Seigerman,0.245114167893063,male,Credit Suisse,"('AMGN', '2019 q2')",0.007413720712065697
7823,BIIB,2019 q2,3520,0.6660854127599432,Mr. Evan Seigerman,0.5418018155461907,male,Credit Suisse,"('BIIB', '2019 q2')",0.0
7824,AMGN,2019 q2,3520,0.5090998895405469,"Yaron Werber, MD",0.1543134803738183,male,Cowen and Company,"('AMGN', '2019 q2')",0.03596626129001379
7825,AMGN,2019 q2,3520,0.5090998895405469,"Ms. Karen Andersen, CFA",0.5904915788484565,female,"Morningstar, Inc.","('AMGN', '2019 q2')",0.0
7826,GILD,2019 q2,3520,0.2883339078805976,"Ms. Karen Andersen, CFA",0.3677073739960712,female,"Morningstar, Inc.","('GILD', '2019 q2')",0.0
7827,INCY,2019 q2,3520,0.3291117209801802,"Ms. Karen Andersen, CFA",0.3778357240826367,female,"Morningstar, Inc.","('INCY', '2019 q2')",0.0
7828,AMGN,2019 q2,3520,0.5090998895405469,Mr. Michael J. Yee,0.2313881494302518,male,Jefferies,"('AMGN', '2019 q2')",0.0
7829,BMY,2019 q2,3520,0.6192130223847117,Justin S. Smith,0.4003493843776903,male,Societe Generale,"('BMY', '2019 q2')",0.0
7830,BMY,2019 q2,3520,0.6192130223847117,"Mr. Damien Conover, CFA",0.5315049773070998,male,"Morningstar, Inc.","('BMY', '2019 q2')",0.0
7831,JNJ,2019 q2,3520,0.5628892373973359,"Mr. Damien Conover, CFA",0.5568295014462391,male,"Morningstar, Inc.","('JNJ', '2019 q2')",0.004761905010257449
7832,LLY,2019 q2,3520,0.5287215773917056,"Mr. Damien Conover, CFA",0.5568354311542257,male,"Morningstar, Inc.","('LLY', '2019 q2')",0.0
7833,MRK,2019 q2,3520,0.647483512431958,"Mr. Damien Conover, CFA",0.5938928760136569,male,"Morningstar, Inc.","('MRK', '2019 q2')",0.0
7834,MYL,2019 q2,3520,0.527351950805204,"Mr. Damien Conover, CFA",0.5997952126975047,male,"Morningstar, Inc.","('MYL', '2019 q2')",0.0
7835,PFE,2019 q2,3520,0.7049573241993058,"Mr. Damien Conover, CFA",0.7005319231220292,male,"Morningstar, Inc.","('PFE', '2019 q2')",0.0
7836,PRGO,2019 q2,3520,0.4651372265254503,"Mr. Damien Conover, CFA",0.6379265500046998,male,"Morningstar, Inc.","('PRGO', '2019 q2')",0.005543575311700503
7837,GILD,2019 q2,3520,0.2883339078805976,Acquisdata Research Team,0.1703631858100591,Not a person,Acquisdata,"('GILD', '2019 q2')",0.0
7838,JNJ,2019 q2,3520,0.5628892373973359,Acquisdata Research Team,0.6013320544250353,Not a person,Acquisdata,"('JNJ', '2019 q2')",0.0
7839,MRK,2019 q2,3520,0.647483512431958,Acquisdata Research Team,0.5047239385182731,Not a person,Acquisdata,"('MRK', '2019 q2')",0.0
7840,GILD,2019 q2,3520,0.2883339078805976,"Brian Abrahams, MD",0.2264107140902201,male,RBC Capital Markets,"('GILD', '2019 q2')",0.0
7841,INCY,2019 q2,3520,0.3291117209801802,"Brian Abrahams, MD",0.1330678302909628,male,RBC Capital Markets,"('INCY', '2019 q2')",0.0
7842,GILD,2019 q2,3520,0.2883339078805976,"Mr. Jason McCarthy, PHD",0.0796902838603183,male,Maxim Group,"('GILD', '2019 q2')",0.0
7843,GILD,2019 q2,3520,0.2883339078805976,Mr. Whitney Ijem,0.0786076045695346,male,Guggenheim Securities LLC,"('GILD', '2019 q2')",0.0
7844,ILMN,2019 q2,3520,0.6734913067244938,Colin Scarola,0.5654697959828198,male,CFRA Equity Research,"('ILMN', '2019 q2')",0.0
7845,IQV,2019 q2,3520,0.5901837713745817,Colin Scarola,0.6856364451053019,male,CFRA Equity Research,"('IQV', '2019 q2')",0.0
7846,JNJ,2019 q2,3520,0.5628892373973359,Colin Scarola,0.5278090943210187,male,CFRA Equity Research,"('JNJ', '2019 q2')",0.0
7847,LLY,2019 q2,3520,0.5287215773917056,Colin Scarola,0.5590635432053468,male,CFRA Equity Research,"('LLY', '2019 q2')",0.0
7848,MRK,2019 q2,3520,0.647483512431958,Colin Scarola,0.562940262960329,male,CFRA Equity Research,"('MRK', '2019 q2')",0.0
7849,MTD,2019 q2,3520,0.661005026066235,Colin Scarola,0.6086894101650302,male,CFRA Equity Research,"('MTD', '2019 q2')",0.0
7850,MYL,2019 q2,3520,0.527351950805204,Colin Scarola,0.5255980498966747,male,CFRA Equity Research,"('MYL', '2019 q2')",0.013196458773953574
7851,PFE,2019 q2,3520,0.7049573241993058,Colin Scarola,0.6502124517954981,male,CFRA Equity Research,"('PFE', '2019 q2')",0.0
7852,PKI,2019 q2,3520,0.7921217562585483,Colin Scarola,0.7083288695669063,male,CFRA Equity Research,"('PKI', '2019 q2')",0.0
7853,PRGO,2019 q2,3520,0.4651372265254503,Colin Scarola,0.5083693249496001,male,CFRA Equity Research,"('PRGO', '2019 q2')",0.0
7854,TMO,2019 q2,3520,0.6003480875376204,Colin Scarola,0.5171147392232192,male,CFRA Equity Research,"('TMO', '2019 q2')",0.0
7855,WAT,2019 q2,3520,0.6661704369434208,Colin Scarola,0.5903123424634192,male,CFRA Equity Research,"('WAT', '2019 q2')",0.0
7856,ILMN,2019 q2,3520,0.6734913067244938,Mr. Mark A. Massaro,0.2637240290976731,male,Canaccord Genuity,"('ILMN', '2019 q2')",0.003716373505691687
7857,ILMN,2019 q2,3520,0.6734913067244938,Michael Waterhouse,0.9452381016085756,male,"Morningstar, Inc.","('ILMN', '2019 q2')",0.0
7858,ILMN,2019 q2,3520,0.6734913067244938,Steve Beachaw,0.3257751746511684,male,Wolfe Research,"('ILMN', '2019 q2')",0.0
7859,MTD,2019 q2,3520,0.661005026066235,Steve Beachaw,0.6070829125354165,male,Wolfe Research,"('MTD', '2019 q2')",0.0
7860,PKI,2019 q2,3520,0.7921217562585483,Steve Beachaw,0.600109731857367,male,Wolfe Research,"('PKI', '2019 q2')",0.0
7861,TMO,2019 q2,3520,0.6003480875376204,Steve Beachaw,0.270781839052198,male,Wolfe Research,"('TMO', '2019 q2')",0.010251810774207115
7862,WAT,2019 q2,3520,0.6661704369434208,Steve Beachaw,0.3477351209406615,male,Wolfe Research,"('WAT', '2019 q2')",0.0
7863,ILMN,2019 q2,3520,0.6734913067244938,Mr. Ross Muken,0.4220346854200078,male,EVERCORE ISI,"('ILMN', '2019 q2')",0.0
7864,PKI,2019 q2,3520,0.7921217562585483,Mr. Ross Muken,0.8440608792572054,male,EVERCORE ISI,"('PKI', '2019 q2')",0.0
7865,TMO,2019 q2,3520,0.6003480875376204,Mr. Ross Muken,0.4213322370140371,male,EVERCORE ISI,"('TMO', '2019 q2')",0.0
7866,WAT,2019 q2,3520,0.6661704369434208,Mr. Ross Muken,0.3692844177398873,male,EVERCORE ISI,"('WAT', '2019 q2')",0.024225087836384773
7867,ILMN,2019 q2,3520,0.6734913067244938,"Mr. Jack Meehan, CFA",0.3449978281196756,male,Barclays,"('ILMN', '2019 q2')",0.0
7868,IQV,2019 q2,3520,0.5901837713745817,"Mr. Jack Meehan, CFA",0.1693696680347013,male,Barclays,"('IQV', '2019 q2')",0.0
7869,MTD,2019 q2,3520,0.661005026066235,"Mr. Jack Meehan, CFA",0.3033799461513436,male,Barclays,"('MTD', '2019 q2')",0.0
7870,WAT,2019 q2,3520,0.6661704369434208,"Mr. Jack Meehan, CFA",0.2474635098758229,male,Barclays,"('WAT', '2019 q2')",0.01381479948759079
7871,ILMN,2019 q2,3520,0.6734913067244938,Mr. Dan Leonard,0.9584435627914594,male,Deutsche Bank,"('ILMN', '2019 q2')",0.0
7872,MTD,2019 q2,3520,0.661005026066235,Mr. Dan Leonard,0.4416657908790477,male,Deutsche Bank,"('MTD', '2019 q2')",0.0
7873,PKI,2019 q2,3520,0.7921217562585483,Mr. Dan Leonard,0.6211181454013579,male,Deutsche Bank,"('PKI', '2019 q2')",0.0
7874,WAT,2019 q2,3520,0.6661704369434208,Mr. Dan Leonard,0.416010478536317,male,Deutsche Bank,"('WAT', '2019 q2')",0.0
7875,ILMN,2019 q2,3520,0.6734913067244938,"William R. Quirk, CFA",0.5668253930407682,male,Piper Sandler Companies,"('ILMN', '2019 q2')",0.0
7876,INCY,2019 q2,3520,0.3291117209801802,Liisa A. Bayko,0.5169236272020076,female,JMP Securities,"('INCY', '2019 q2')",0.018918924033641815
7877,INCY,2019 q2,3520,0.3291117209801802,"Michael W. Schmidt, PHD",0.0963002797800515,male,Guggenheim Securities LLC,"('INCY', '2019 q2')",0.0
7878,INCY,2019 q2,3520,0.3291117209801802,"Mr. Tyler M. Van Buren, M.SC",0.1248997693432825,male,Piper Sandler Companies,"('INCY', '2019 q2')",0.0
7879,IQV,2019 q2,3520,0.5901837713745817,Stephen Baxter,0.3235518887701632,male,Wolfe Research,"('IQV', '2019 q2')",0.0
7880,IQV,2019 q2,3520,0.5901837713745817,"John C. Kreger, III",0.3741583849452961,male,William Blair & Company,"('IQV', '2019 q2')",0.0
7881,IQV,2019 q2,3520,0.5901837713745817,Derik De Bruin,0.6069453515906879,male,BofA Global Research,"('IQV', '2019 q2')",0.0
7882,MTD,2019 q2,3520,0.661005026066235,Derik De Bruin,0.41552467251256,male,BofA Global Research,"('MTD', '2019 q2')",0.0
7883,PKI,2019 q2,3520,0.7921217562585483,Derik De Bruin,0.537974955907833,male,BofA Global Research,"('PKI', '2019 q2')",0.0
7884,TMO,2019 q2,3520,0.6003480875376204,Derik De Bruin,0.3730126847195682,male,BofA Global Research,"('TMO', '2019 q2')",0.016840646043419838
7885,WAT,2019 q2,3520,0.6661704369434208,Derik De Bruin,0.3377556650546678,male,BofA Global Research,"('WAT', '2019 q2')",0.0
7886,IQV,2019 q2,3520,0.5901837713745817,Ms. Ricky R. Goldwasser,0.697584251434431,female,Morgan Stanley,"('IQV', '2019 q2')",0.0
7887,IQV,2019 q2,3520,0.5901837713745817,"Mr. David M. Larsen, CFA",0.2899680101033852,male,SVB Leerink,"('IQV', '2019 q2')",0.0
7888,IQV,2019 q2,3520,0.5901837713745817,"Mr. Sandy Y. Draper, CFA",0.4545514504717041,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2019 q2')",0.019513901323080063
7889,IQV,2019 q2,3520,0.5901837713745817,Sean W. Wieland,0.328610964537297,male,Piper Sandler Companies,"('IQV', '2019 q2')",0.0
7890,IQV,2019 q2,3520,0.5901837713745817,Ms. Erin E. Wright,0.2887156147180038,female,Credit Suisse,"('IQV', '2019 q2')",0.0
7891,JNJ,2019 q2,3520,0.5628892373973359,Lawrence H. Biegelsen,0.2451583458781308,male,"Wells Fargo Securities, LLC","('JNJ', '2019 q2')",0.0
7892,JNJ,2019 q2,3520,0.5628892373973359,"Mr. Brandon Henry, CFA",0.3284934729895342,male,RBC Capital Markets,"('JNJ', '2019 q2')",0.0
7893,JNJ,2019 q2,3520,0.5628892373973359,"Kristen Stewart, CFA",0.3828437093300795,female,Barclays,"('JNJ', '2019 q2')",0.0
7894,MRK,2019 q2,3520,0.647483512431958,SADIF Research,0.9705731411553754,Not a person,Sadif Analytics Prime,"('MRK', '2019 q2')",0.9550413489341736
7895,MTD,2019 q2,3520,0.661005026066235,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MTD', '2019 q2')",0.9789251685142517
7896,PFE,2019 q2,3520,0.7049573241993058,SADIF Research,0.9812696848997288,Not a person,Sadif Analytics Prime,"('PFE', '2019 q2')",0.9452304840087891
7897,PKI,2019 q2,3520,0.7921217562585483,SADIF Research,0.984848742847008,Not a person,Sadif Analytics Prime,"('PKI', '2019 q2')",0.9550418257713318
7898,WAT,2019 q2,3520,0.6661704369434208,SADIF Research,0.977666650909268,Not a person,Sadif Analytics Prime,"('WAT', '2019 q2')",0.9511339068412781
7899,MTD,2019 q2,3520,0.661005026066235,"Mr. Paul R. Knight, CFA",0.2284533929218409,male,Janney Montgomery Scott LLC,"('MTD', '2019 q2')",0.0
7900,WAT,2019 q2,3520,0.6661704369434208,"Mr. Paul R. Knight, CFA",0.4028955533218394,male,Janney Montgomery Scott LLC,"('WAT', '2019 q2')",0.0
7901,MTD,2019 q2,3520,0.661005026066235,"Mr. Alex Morozov, CFA",0.7980974879783738,male,"Morningstar, Inc.","('MTD', '2019 q2')",0.0
7902,TMO,2019 q2,3520,0.6003480875376204,"Mr. Alex Morozov, CFA",0.6490230026233976,male,"Morningstar, Inc.","('TMO', '2019 q2')",0.0
7903,WAT,2019 q2,3520,0.6661704369434208,"Mr. Alex Morozov, CFA",0.7323488581469976,male,"Morningstar, Inc.","('WAT', '2019 q2')",0.0
7904,MTD,2019 q2,3520,0.661005026066235,"Elliott L. Schlang, CFA",0.3178806956558422,male,Great Lakes/Wellington Shields,"('MTD', '2019 q2')",0.0
7905,MYL,2019 q2,3520,0.527351950805204,Mr. Ken C. Cacciatore,0.3005900576923143,male,Cowen and Company,"('MYL', '2019 q2')",0.012526188977062702
7906,MYL,2019 q2,3520,0.527351950805204,Mr. Gregg Gilbert,0.2003117796370831,male,SunTrust Robinson Humphrey Capital Markets,"('MYL', '2019 q2')",0.016805553808808327
7907,PRGO,2019 q2,3520,0.4651372265254503,Mr. Gregg Gilbert,0.2292679752124599,male,SunTrust Robinson Humphrey Capital Markets,"('PRGO', '2019 q2')",0.0
7908,MYL,2019 q2,3520,0.527351950805204,Mr. Timothy Chiang,0.2564175761325865,male,BTIG,"('MYL', '2019 q2')",0.0
7909,MYL,2019 q2,3520,0.527351950805204,"Randall S. Stanicky, CFA",0.4957265469558512,male,RBC Capital Markets,"('MYL', '2019 q2')",0.008065487258136272
7910,MYL,2019 q2,3520,0.527351950805204,Ms. Ami Fadia,0.3379735022857583,female,SVB Leerink,"('MYL', '2019 q2')",0.0
7911,PRGO,2019 q2,3520,0.4651372265254503,Steven Tepper,0.3049287268793134,male,I.B.I.,"('PRGO', '2019 q2')",0.0
7912,PRGO,2019 q2,3520,0.4651372265254503,Mr. Patrick R. R. Trucchio,0.3470570338360692,male,Berenberg,"('PRGO', '2019 q2')",0.0
7913,PRGO,2019 q2,3520,0.4651372265254503,Mr. David M. Steinberg,0.2381871577936967,male,Jefferies,"('PRGO', '2019 q2')",0.0
7914,REGN,2019 q2,3520,0.33069403237704,Mr. Biren Amin,0.2001205444044355,male,Jefferies,"('REGN', '2019 q2')",0.0
7915,REGN,2019 q2,3520,0.33069403237704,"Mr. John L. Newman, Ph.D., CFA, PHD",0.2826101234703508,male,Canaccord Genuity,"('REGN', '2019 q2')",0.0
7916,TMO,2019 q2,3520,0.6003480875376204,Mr. Douglas A. Schenkel,0.6798501836219607,male,Cowen and Company,"('TMO', '2019 q2')",0.0
7917,WAT,2019 q2,3520,0.6661704369434208,Mr. Douglas A. Schenkel,0.8105607926522018,male,Cowen and Company,"('WAT', '2019 q2')",0.0
7918,TMO,2019 q2,3520,0.6003480875376204,Ms. Sung Ji Nam,0.2521959949600838,female,BTIG,"('TMO', '2019 q2')",0.015768468379974365
7919,WAT,2019 q2,3520,0.6661704369434208,Ms. Sung Ji Nam,0.4103360805524997,female,BTIG,"('WAT', '2019 q2')",0.0
7920,VRTX,2019 q2,3520,0.3528405270901916,"Mr. Ravi Mehrotra, Ph.D.",0.1789516496821083,male,EVERCORE ISI,"('VRTX', '2019 q2')",0.0
7921,ABBV,2019 q3,3520,0.4509105133886477,"Stephen M. Scala, CFA",0.159609844208407,male,Cowen and Company,"('ABBV', '2019 q3')",0.0
7922,BMY,2019 q3,3520,0.7172595945724006,"Stephen M. Scala, CFA",0.6715664585604069,male,Cowen and Company,"('BMY', '2019 q3')",0.0
7923,LLY,2019 q3,3520,0.5328646599301354,"Stephen M. Scala, CFA",0.3159306413677206,male,Cowen and Company,"('LLY', '2019 q3')",0.0
7924,MRK,2019 q3,3520,0.6415755099129603,"Stephen M. Scala, CFA",0.2742147655517667,male,Cowen and Company,"('MRK', '2019 q3')",0.0
7925,PFE,2019 q3,3520,0.7287221355666147,"Stephen M. Scala, CFA",0.5108088886760356,male,Cowen and Company,"('PFE', '2019 q3')",0.0
7926,ABBV,2019 q3,3520,0.4509105133886477,Mr. Christopher J. Raymond,0.1434067228549631,male,Piper Sandler Companies,"('ABBV', '2019 q3')",0.0
7927,ALXN,2019 q3,3520,0.3541110456575956,Mr. Christopher J. Raymond,0.4180819187803686,male,Piper Sandler Companies,"('ALXN', '2019 q3')",0.0
7928,AMGN,2019 q3,3520,0.5078826751833652,Mr. Christopher J. Raymond,0.5477137016502438,male,Piper Sandler Companies,"('AMGN', '2019 q3')",0.0
7929,ABBV,2019 q3,3520,0.4509105133886477,"Kevin Huang, CFA",0.5804969732886791,male,CFRA Equity Research,"('ABBV', '2019 q3')",0.0
7930,ALXN,2019 q3,3520,0.3541110456575956,"Kevin Huang, CFA",0.498288534153342,male,CFRA Equity Research,"('ALXN', '2019 q3')",0.0
7931,AMGN,2019 q3,3520,0.5078826751833652,"Kevin Huang, CFA",0.5348983196098792,male,CFRA Equity Research,"('AMGN', '2019 q3')",0.0
7932,GILD,2019 q3,3520,0.3491560012031436,"Kevin Huang, CFA",0.4685940471216362,male,CFRA Equity Research,"('GILD', '2019 q3')",0.0
7933,REGN,2019 q3,3520,0.4356986606946494,"Kevin Huang, CFA",0.572666041367366,male,CFRA Equity Research,"('REGN', '2019 q3')",0.0
7934,VRTX,2019 q3,3520,0.2031807173753564,"Kevin Huang, CFA",0.3760386872690056,male,CFRA Equity Research,"('VRTX', '2019 q3')",0.0
7935,ABBV,2019 q3,3520,0.4509105133886477,Justin S. Smith,0.1455089066925966,male,Societe Generale,"('ABBV', '2019 q3')",0.0
7936,MRK,2019 q3,3520,0.6415755099129603,Justin S. Smith,0.3201721091923473,male,Societe Generale,"('MRK', '2019 q3')",0.0
7937,ABBV,2019 q3,3520,0.4509105133886477,Research Department,0.7226503835378612,Not a person,Sturdivant & Co.,"('ABBV', '2019 q3')",0.03333333507180214
7938,ABBV,2019 q3,3520,0.4509105133886477,"Mr. Damien Conover, CFA, CFA",0.6894898474406774,male,"Morningstar, Inc.","('ABBV', '2019 q3')",0.0
7939,ABBV,2019 q3,3520,0.4509105133886477,Mr. Thomas Renaud,0.1829568069996185,male,Arrowhead BID,"('ABBV', '2019 q3')",0.014177519828081131
7940,ABBV,2019 q3,3520,0.4509105133886477,"Mr. Jason M. Gerberry, MBA",0.2549785573185986,male,BofA Global Research,"('ABBV', '2019 q3')",0.0
7941,BMY,2019 q3,3520,0.7172595945724006,"Mr. Jason M. Gerberry, MBA",0.7986932778079234,male,BofA Global Research,"('BMY', '2019 q3')",0.03333333507180214
7942,LLY,2019 q3,3520,0.5328646599301354,"Mr. Jason M. Gerberry, MBA",0.3961435754207052,male,BofA Global Research,"('LLY', '2019 q3')",0.013247923304637274
7943,MRK,2019 q3,3520,0.6415755099129603,"Mr. Jason M. Gerberry, MBA",0.4762218313595967,male,BofA Global Research,"('MRK', '2019 q3')",0.0
7944,PFE,2019 q3,3520,0.7287221355666147,"Mr. Jason M. Gerberry, MBA",0.550683422886671,male,BofA Global Research,"('PFE', '2019 q3')",0.007364810444414616
7945,ABBV,2019 q3,3520,0.4509105133886477,Mr. Geoffrey Porges,0.1368045539850764,male,SVB Leerink,"('ABBV', '2019 q3')",0.014677048971255621
7946,ALXN,2019 q3,3520,0.3541110456575956,Mr. Geoffrey Porges,0.1473198399387578,male,SVB Leerink,"('ALXN', '2019 q3')",0.0
7947,AMGN,2019 q3,3520,0.5078826751833652,Mr. Geoffrey Porges,0.1633795780061424,male,SVB Leerink,"('AMGN', '2019 q3')",0.0
7948,GILD,2019 q3,3520,0.3491560012031436,Mr. Geoffrey Porges,0.0868507212032252,male,SVB Leerink,"('GILD', '2019 q3')",0.0
7949,REGN,2019 q3,3520,0.4356986606946494,Mr. Geoffrey Porges,0.2785903398852413,male,SVB Leerink,"('REGN', '2019 q3')",0.0
7950,VRTX,2019 q3,3520,0.2031807173753564,Mr. Geoffrey Porges,0.0819169650781717,male,SVB Leerink,"('VRTX', '2019 q3')",0.007938293119271597
7951,ABBV,2019 q3,3520,0.4509105133886477,Ms. Ami Fadia,0.1325281972126892,female,SVB Leerink,"('ABBV', '2019 q3')",0.0
7952,MYL,2019 q3,3520,0.4463538679228378,Ms. Ami Fadia,0.2108736151892624,female,SVB Leerink,"('MYL', '2019 q3')",0.0
7953,PRGO,2019 q3,3520,0.6251570302247672,Ms. Ami Fadia,0.3332527913510999,female,SVB Leerink,"('PRGO', '2019 q3')",0.0
7954,ABBV,2019 q3,3520,0.4509105133886477,"Dr. Tim M. Anderson, MD",0.3020789171979698,male,Wolfe Research,"('ABBV', '2019 q3')",0.0
7955,LLY,2019 q3,3520,0.5328646599301354,"Dr. Tim M. Anderson, MD",0.3298633786498212,male,Wolfe Research,"('LLY', '2019 q3')",0.025511116720736027
7956,MRK,2019 q3,3520,0.6415755099129603,"Dr. Tim M. Anderson, MD",0.3233756012258769,male,Wolfe Research,"('MRK', '2019 q3')",0.0
7957,PFE,2019 q3,3520,0.7287221355666147,"Dr. Tim M. Anderson, MD",0.4730716112023175,male,Wolfe Research,"('PFE', '2019 q3')",0.0
7958,ALXN,2019 q3,3520,0.3541110456575956,"Mr. Raju Prasad, PHD",0.1368700175524449,male,William Blair & Company,"('ALXN', '2019 q3')",0.0
7959,ALXN,2019 q3,3520,0.3541110456575956,"Kennen MacKay, PHD",0.0990827547761322,male,RBC Capital Markets,"('ALXN', '2019 q3')",0.0
7960,AMGN,2019 q3,3520,0.5078826751833652,"Kennen MacKay, PHD",0.1723708670326729,male,RBC Capital Markets,"('AMGN', '2019 q3')",0.0
7961,ALXN,2019 q3,3520,0.3541110456575956,Anna Baran,0.4602837428799627,female,"Morningstar, Inc.","('ALXN', '2019 q3')",0.0
7962,IQV,2019 q3,3520,0.8394264466624424,Anna Baran,0.9534410675727512,female,"Morningstar, Inc.","('IQV', '2019 q3')",0.0
7963,VRTX,2019 q3,3520,0.2031807173753564,Anna Baran,0.2459229651662426,female,"Morningstar, Inc.","('VRTX', '2019 q3')",0.01666666753590107
7964,ALXN,2019 q3,3520,0.3541110456575956,Mr. Yatin Suneja,0.1389183931455692,male,Guggenheim Securities LLC,"('ALXN', '2019 q3')",0.0
7965,ALXN,2019 q3,3520,0.3541110456575956,Dr. Josh Schimmer,0.0940910635696527,male,EVERCORE ISI,"('ALXN', '2019 q3')",0.0
7966,ALXN,2019 q3,3520,0.3541110456575956,"Dr. Martin Auster, M.D.",0.260136112645172,male,Credit Suisse,"('ALXN', '2019 q3')",0.0
7967,AMGN,2019 q3,3520,0.5078826751833652,Mr. Michael J. Yee,0.1759048543663521,male,Jefferies,"('AMGN', '2019 q3')",0.0
7968,AMGN,2019 q3,3520,0.5078826751833652,Mr. Matthew K. Harrison,0.8062853652090318,male,Morgan Stanley,"('AMGN', '2019 q3')",0.0
7969,GILD,2019 q3,3520,0.3491560012031436,Mr. Matthew K. Harrison,0.3872636463153597,male,Morgan Stanley,"('GILD', '2019 q3')",0.0
7970,VRTX,2019 q3,3520,0.2031807173753564,Mr. Matthew K. Harrison,0.0750160312192434,male,Morgan Stanley,"('VRTX', '2019 q3')",0.0
7971,AMGN,2019 q3,3520,0.5078826751833652,Mr. Evan Seigerman,0.1689012186699162,male,Credit Suisse,"('AMGN', '2019 q3')",0.005346684250980616
7972,BIIB,2019 q3,3520,0.5965302978714304,Mr. Evan Seigerman,0.3768977141497798,male,Credit Suisse,"('BIIB', '2019 q3')",0.008114506490528584
7973,GILD,2019 q3,3520,0.3491560012031436,Mr. Evan Seigerman,0.1415700172875668,male,Credit Suisse,"('GILD', '2019 q3')",0.0
7974,INCY,2019 q3,3520,0.3981449916857648,Mr. Evan Seigerman,0.1929416608467156,male,Credit Suisse,"('INCY', '2019 q3')",0.0
7975,VRTX,2019 q3,3520,0.2031807173753564,Mr. Evan Seigerman,0.1063659468640376,male,Credit Suisse,"('VRTX', '2019 q3')",0.0
7976,AMGN,2019 q3,3520,0.5078826751833652,"Ms. Karen Andersen, CFA",0.6204163219351361,female,"Morningstar, Inc.","('AMGN', '2019 q3')",0.001828414077560107
7977,BIIB,2019 q3,3520,0.5965302978714304,"Ms. Karen Andersen, CFA",0.5016445470574667,female,"Morningstar, Inc.","('BIIB', '2019 q3')",0.0
7978,GILD,2019 q3,3520,0.3491560012031436,"Ms. Karen Andersen, CFA",0.2846188670444598,female,"Morningstar, Inc.","('GILD', '2019 q3')",0.0
7979,INCY,2019 q3,3520,0.3981449916857648,"Ms. Karen Andersen, CFA",0.4065891165139014,female,"Morningstar, Inc.","('INCY', '2019 q3')",0.011111111690600714
7980,AMGN,2019 q3,3520,0.5078826751833652,"Yaron Werber, MD",0.2031531840995726,male,Cowen and Company,"('AMGN', '2019 q3')",0.0
7981,BIIB,2019 q3,3520,0.5965302978714304,Bankruptcydata co,0.659844562929708,Not a person,New Generation Research,"('BIIB', '2019 q3')",0.0
7982,BIIB,2019 q3,3520,0.5965302978714304,Ms. Akansha Agarwal,0.6383585218713757,female,Crispidea,"('BIIB', '2019 q3')",0.0
7983,MRK,2019 q3,3520,0.6415755099129603,Ms. Akansha Agarwal,0.4819323244352966,female,Crispidea,"('MRK', '2019 q3')",0.0
7984,BMY,2019 q3,3520,0.7172595945724006,"Mr. Damien Conover, CFA",0.6052113366696109,male,"Morningstar, Inc.","('BMY', '2019 q3')",0.0
7985,JNJ,2019 q3,3520,0.6270972787152069,"Mr. Damien Conover, CFA",0.6045224755722663,male,"Morningstar, Inc.","('JNJ', '2019 q3')",0.004465645489593347
7986,LLY,2019 q3,3520,0.5328646599301354,"Mr. Damien Conover, CFA",0.6943086077170257,male,"Morningstar, Inc.","('LLY', '2019 q3')",0.0
7987,MRK,2019 q3,3520,0.6415755099129603,"Mr. Damien Conover, CFA",0.6148006010172559,male,"Morningstar, Inc.","('MRK', '2019 q3')",0.011111111690600714
7988,PFE,2019 q3,3520,0.7287221355666147,"Mr. Damien Conover, CFA",0.5805573464588353,male,"Morningstar, Inc.","('PFE', '2019 q3')",0.0
7989,PKI,2019 q3,3520,0.7297534975969671,"Mr. Damien Conover, CFA",0.7611404727229641,male,"Morningstar, Inc.","('PKI', '2019 q3')",0.0
7990,PRGO,2019 q3,3520,0.6251570302247672,"Mr. Damien Conover, CFA",0.5410677756599042,male,"Morningstar, Inc.","('PRGO', '2019 q3')",0.0
7991,GILD,2019 q3,3520,0.3491560012031436,"Peter J. Welford, CFA",0.0717671362564261,male,Jefferies,"('GILD', '2019 q3')",0.0
7992,GILD,2019 q3,3520,0.3491560012031436,Mr. Whitney Ijem,0.0990352441033162,male,Guggenheim Securities LLC,"('GILD', '2019 q3')",0.0
7993,GILD,2019 q3,3520,0.3491560012031436,"Brian Abrahams, MD",0.6740645502689098,male,RBC Capital Markets,"('GILD', '2019 q3')",0.0034641440336902938
7994,INCY,2019 q3,3520,0.3981449916857648,"Brian Abrahams, MD",0.1478762798366825,male,RBC Capital Markets,"('INCY', '2019 q3')",0.0
7995,GILD,2019 q3,3520,0.3491560012031436,"Mr. Phil M. Nadeau, PHD",0.0625336132588493,male,Cowen and Company,"('GILD', '2019 q3')",0.0
7996,VRTX,2019 q3,3520,0.2031807173753564,"Mr. Phil M. Nadeau, PHD",0.0625973456883676,male,Cowen and Company,"('VRTX', '2019 q3')",0.011506990529596806
7997,GILD,2019 q3,3520,0.3491560012031436,"Mr. Jason McCarthy, PHD",0.0662285083042816,male,Maxim Group,"('GILD', '2019 q3')",0.0
7998,GILD,2019 q3,3520,0.3491560012031436,Acquisdata Research Team,0.2335989651310588,Not a person,Acquisdata,"('GILD', '2019 q3')",0.0
7999,JNJ,2019 q3,3520,0.6270972787152069,Acquisdata Research Team,0.7222113828485298,Not a person,Acquisdata,"('JNJ', '2019 q3')",0.0
8000,MRK,2019 q3,3520,0.6415755099129603,Acquisdata Research Team,0.4572217678101504,Not a person,Acquisdata,"('MRK', '2019 q3')",0.0
8001,ILMN,2019 q3,3520,0.5154673352754207,Colin Scarola,0.5357557003792484,male,CFRA Equity Research,"('ILMN', '2019 q3')",0.0
8002,IQV,2019 q3,3520,0.8394264466624424,Colin Scarola,0.8745463147503754,male,CFRA Equity Research,"('IQV', '2019 q3')",0.0
8003,JNJ,2019 q3,3520,0.6270972787152069,Colin Scarola,0.5410297202725027,male,CFRA Equity Research,"('JNJ', '2019 q3')",0.0
8004,LLY,2019 q3,3520,0.5328646599301354,Colin Scarola,0.628386520184714,male,CFRA Equity Research,"('LLY', '2019 q3')",0.0
8005,MRK,2019 q3,3520,0.6415755099129603,Colin Scarola,0.6303771851369632,male,CFRA Equity Research,"('MRK', '2019 q3')",0.0
8006,MTD,2019 q3,3520,0.8022505673211433,Colin Scarola,0.7564379139298568,male,CFRA Equity Research,"('MTD', '2019 q3')",0.0
8007,MYL,2019 q3,3520,0.4463538679228378,Colin Scarola,0.4990966460132754,male,CFRA Equity Research,"('MYL', '2019 q3')",0.012227124534547329
8008,PFE,2019 q3,3520,0.7287221355666147,Colin Scarola,0.5645663896851107,male,CFRA Equity Research,"('PFE', '2019 q3')",0.0
8009,PKI,2019 q3,3520,0.7297534975969671,Colin Scarola,0.7070596360974231,male,CFRA Equity Research,"('PKI', '2019 q3')",0.0
8010,PRGO,2019 q3,3520,0.6251570302247672,Colin Scarola,0.6045275079501075,male,CFRA Equity Research,"('PRGO', '2019 q3')",0.0
8011,TMO,2019 q3,3520,0.5862423697991432,Colin Scarola,0.6247432655304904,male,CFRA Equity Research,"('TMO', '2019 q3')",0.0
8012,WAT,2019 q3,3520,0.7964415207880684,Colin Scarola,0.7240414642937686,male,CFRA Equity Research,"('WAT', '2019 q3')",0.0
8013,ILMN,2019 q3,3520,0.5154673352754207,Derik De Bruin,0.2855104140596895,male,BofA Global Research,"('ILMN', '2019 q3')",0.0
8014,PKI,2019 q3,3520,0.7297534975969671,Derik De Bruin,0.4981444587446285,male,BofA Global Research,"('PKI', '2019 q3')",0.0
8015,ILMN,2019 q3,3520,0.5154673352754207,Mr. Ross Muken,0.7794060031357767,male,EVERCORE ISI,"('ILMN', '2019 q3')",0.0
8016,MTD,2019 q3,3520,0.8022505673211433,Mr. Ross Muken,0.736237432171603,male,EVERCORE ISI,"('MTD', '2019 q3')",0.0
8017,PKI,2019 q3,3520,0.7297534975969671,Mr. Ross Muken,0.5259467813881603,male,EVERCORE ISI,"('PKI', '2019 q3')",0.0
8018,WAT,2019 q3,3520,0.7964415207880684,Mr. Ross Muken,0.7068930820617993,male,EVERCORE ISI,"('WAT', '2019 q3')",0.03333333507180214
8019,ILMN,2019 q3,3520,0.5154673352754207,Mr. Douglas A. Schenkel,0.3341433620429956,male,Cowen and Company,"('ILMN', '2019 q3')",0.0
8020,PKI,2019 q3,3520,0.7297534975969671,Mr. Douglas A. Schenkel,0.8038277931490273,male,Cowen and Company,"('PKI', '2019 q3')",0.0
8021,TMO,2019 q3,3520,0.5862423697991432,Mr. Douglas A. Schenkel,0.702291933595552,male,Cowen and Company,"('TMO', '2019 q3')",0.0
8022,WAT,2019 q3,3520,0.7964415207880684,Mr. Douglas A. Schenkel,0.7874390376745031,male,Cowen and Company,"('WAT', '2019 q3')",0.0
8023,ILMN,2019 q3,3520,0.5154673352754207,"William R. Quirk, CFA",0.1984853292356891,male,Piper Sandler Companies,"('ILMN', '2019 q3')",0.0
8024,ILMN,2019 q3,3520,0.5154673352754207,"Mr. Jack Meehan, CFA",0.2113124643768574,male,Barclays,"('ILMN', '2019 q3')",0.0
8025,TMO,2019 q3,3520,0.5862423697991432,"Mr. Jack Meehan, CFA",0.255566147834423,male,Barclays,"('TMO', '2019 q3')",0.0
8026,ILMN,2019 q3,3520,0.5154673352754207,"Ms. Julie Utterback, CFA",0.6474448985985936,female,"Morningstar, Inc.","('ILMN', '2019 q3')",0.009727838449180126
8027,WAT,2019 q3,3520,0.7964415207880684,"Ms. Julie Utterback, CFA",0.8017009641499553,female,"Morningstar, Inc.","('WAT', '2019 q3')",0.015300162136554718
8028,ILMN,2019 q3,3520,0.5154673352754207,Mr. Mark A. Massaro,0.1601669916697429,male,Canaccord Genuity,"('ILMN', '2019 q3')",0.006415223237127066
8029,ILMN,2019 q3,3520,0.5154673352754207,Mr. Steve Beuchaw,0.3115400482735571,male,Wolfe Research,"('ILMN', '2019 q3')",0.0
8030,MTD,2019 q3,3520,0.8022505673211433,Mr. Steve Beuchaw,0.6967463247075556,male,Wolfe Research,"('MTD', '2019 q3')",0.0
8031,PKI,2019 q3,3520,0.7297534975969671,Mr. Steve Beuchaw,0.570919091556851,male,Wolfe Research,"('PKI', '2019 q3')",0.0
8032,TMO,2019 q3,3520,0.5862423697991432,Mr. Steve Beuchaw,0.4440707998246469,male,Wolfe Research,"('TMO', '2019 q3')",0.0
8033,INCY,2019 q3,3520,0.3981449916857648,Jing He,0.8144755852372468,female,Gabelli & Company,"('INCY', '2019 q3')",0.03333333507180214
8034,INCY,2019 q3,3520,0.3981449916857648,Mr. Vikram Purohit,0.1537510706553686,male,Morgan Stanley,"('INCY', '2019 q3')",0.0
8035,INCY,2019 q3,3520,0.3981449916857648,"Michael W. Schmidt, PHD",0.159756488691638,male,Guggenheim Securities LLC,"('INCY', '2019 q3')",0.0
8036,IQV,2019 q3,3520,0.8394264466624424,Sean W. Wieland,0.9137262615533344,male,Piper Sandler Companies,"('IQV', '2019 q3')",0.0
8037,IQV,2019 q3,3520,0.8394264466624424,"Mr. Sandy Y. Draper, CFA",0.5990880306074349,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2019 q3')",0.0
8038,IQV,2019 q3,3520,0.8394264466624424,"John C. Kreger, III",0.5850264853892356,male,William Blair & Company,"('IQV', '2019 q3')",0.0
8039,JNJ,2019 q3,3520,0.6270972787152069,"Kristen Stewart, CFA",0.5393456609303684,female,Barclays,"('JNJ', '2019 q3')",0.0
8040,JNJ,2019 q3,3520,0.6270972787152069,Ms. Danielle J. Antalffy,0.5332115456276239,female,SVB Leerink,"('JNJ', '2019 q3')",0.0
8041,JNJ,2019 q3,3520,0.6270972787152069,Lawrence H. Biegelsen,0.3007050785012413,male,"Wells Fargo Securities, LLC","('JNJ', '2019 q3')",0.0
8042,JNJ,2019 q3,3520,0.6270972787152069,Mr. Matt S. Miksic,0.3890621381107196,male,Credit Suisse,"('JNJ', '2019 q3')",0.0
8043,LLY,2019 q3,3520,0.5328646599301354,Mr. Seamus Fernandez,0.2628112119521321,male,Guggenheim Securities LLC,"('LLY', '2019 q3')",0.0
8044,MRK,2019 q3,3520,0.6415755099129603,SADIF Research,0.9790512147760028,Not a person,Sadif Analytics Prime,"('MRK', '2019 q3')",0.9545957446098328
8045,MTD,2019 q3,3520,0.8022505673211433,"Mr. Alex Morozov, CFA",0.8965583996159895,male,"Morningstar, Inc.","('MTD', '2019 q3')",0.0
8046,TMO,2019 q3,3520,0.5862423697991432,"Mr. Alex Morozov, CFA",0.749761458003108,male,"Morningstar, Inc.","('TMO', '2019 q3')",0.0
8047,MTD,2019 q3,3520,0.8022505673211433,"Elliott L. Schlang, CFA",0.6403232637442083,male,Great Lakes/Wellington Shields,"('MTD', '2019 q3')",0.0
8048,MYL,2019 q3,3520,0.4463538679228378,Mr. Gregg Gilbert,0.2634773555996058,male,SunTrust Robinson Humphrey Capital Markets,"('MYL', '2019 q3')",0.0
8049,PRGO,2019 q3,3520,0.6251570302247672,Mr. Gregg Gilbert,0.3637614281846934,male,SunTrust Robinson Humphrey Capital Markets,"('PRGO', '2019 q3')",0.008367735892534256
8050,MYL,2019 q3,3520,0.4463538679228378,Ms. Soo Romanoff,0.546423317437574,female,"Morningstar, Inc.","('MYL', '2019 q3')",0.006666667014360428
8051,PRGO,2019 q3,3520,0.6251570302247672,Ms. Soo Romanoff,0.5888356270666916,female,"Morningstar, Inc.","('PRGO', '2019 q3')",0.0
8052,MYL,2019 q3,3520,0.4463538679228378,Mr. David R. Risinger,0.5240536035076656,male,Morgan Stanley,"('MYL', '2019 q3')",0.0
8053,PFE,2019 q3,3520,0.7287221355666147,Mr. David R. Risinger,0.3964951173250941,male,Morgan Stanley,"('PFE', '2019 q3')",0.00940477754920721
8054,MYL,2019 q3,3520,0.4463538679228378,"Randall S. Stanicky, CFA",0.2636498407321332,male,RBC Capital Markets,"('MYL', '2019 q3')",0.0
8055,PRGO,2019 q3,3520,0.6251570302247672,"Randall S. Stanicky, CFA",0.6535164893413009,male,RBC Capital Markets,"('PRGO', '2019 q3')",0.03333333507180214
8056,MYL,2019 q3,3520,0.4463538679228378,"Dr. Balaji V. Prasad, MD",0.1519903554312733,male,Barclays,"('MYL', '2019 q3')",0.0
8057,MYL,2019 q3,3520,0.4463538679228378,Mr. Akash Tewari,0.2228961470596535,male,Wolfe Research,"('MYL', '2019 q3')",0.0
8058,PFE,2019 q3,3520,0.7287221355666147,Florent Cespedes,0.6454262609239826,male,Societe Generale,"('PFE', '2019 q3')",0.0
8059,PFE,2019 q3,3520,0.7287221355666147,Mary Ann C. Bartels,0.736181712951523,female,BofA Global Research,"('PFE', '2019 q3')",0.08321335911750793
8060,PFE,2019 q3,3520,0.7287221355666147,Umer Raffat,0.9484852746248124,male,EVERCORE ISI,"('PFE', '2019 q3')",0.0
8061,PRGO,2019 q3,3520,0.6251570302247672,Mr. David W. Maris,0.4756073362719816,male,"Wells Fargo Securities, LLC","('PRGO', '2019 q3')",0.0
8062,PRGO,2019 q3,3520,0.6251570302247672,Mr. Patrick R. R. Trucchio,0.4569070583367108,male,Berenberg,"('PRGO', '2019 q3')",0.0
8063,REGN,2019 q3,3520,0.4356986606946494,"Mr. John L. Newman, Ph.D., CFA, PHD",0.3701218783158612,male,Canaccord Genuity,"('REGN', '2019 q3')",0.01666666753590107
8064,TMO,2019 q3,3520,0.5862423697991432,Ms. Sung Ji Nam,0.2124125505669424,female,BTIG,"('TMO', '2019 q3')",0.020178167149424553
8065,TMO,2019 q3,3520,0.5862423697991432,"Mr. Dan Brennan, CFA",0.330748873733544,male,UBS Equities,"('TMO', '2019 q3')",0.0
8066,TMO,2019 q3,3520,0.5862423697991432,"Mr. Paul R. Knight, CFA",0.4660895212325484,male,Janney Montgomery Scott LLC,"('TMO', '2019 q3')",0.0
8067,TMO,2019 q3,3520,0.5862423697991432,Mr. Dan Leonard,0.2764667503180818,male,Deutsche Bank,"('TMO', '2019 q3')",0.0
8068,VRTX,2019 q3,3520,0.2031807173753564,Edward A. Tenthoff,0.0860344067343514,male,Piper Sandler Companies,"('VRTX', '2019 q3')",0.0
8069,WAT,2019 q3,3520,0.7964415207880684,Mr. Brandon Couillard,0.6783500740146642,male,Jefferies,"('WAT', '2019 q3')",0.0
8070,ABBV,2019 q4,3520,0.4521424494196305,Mr. Christopher J. Raymond,0.1822662954822225,male,Piper Sandler Companies,"('ABBV', '2019 q4')",0.0
8071,ALXN,2019 q4,3520,0.4494558034165941,Mr. Christopher J. Raymond,0.2834256977834947,male,Piper Sandler Companies,"('ALXN', '2019 q4')",0.0
8072,AMGN,2019 q4,3520,0.5190950751575938,Mr. Christopher J. Raymond,0.3666723159979462,male,Piper Sandler Companies,"('AMGN', '2019 q4')",0.0
8073,ABBV,2019 q4,3520,0.4521424494196305,Mr. David R. Risinger,0.1558356718438595,male,Morgan Stanley,"('ABBV', '2019 q4')",0.0
8074,BMY,2019 q4,3520,0.5429983681997821,Mr. David R. Risinger,0.4147661592148338,male,Morgan Stanley,"('BMY', '2019 q4')",0.0
8075,LLY,2019 q4,3520,0.7256924840406078,Mr. David R. Risinger,0.4067863722471174,male,Morgan Stanley,"('LLY', '2019 q4')",0.0
8076,MRK,2019 q4,3520,0.6786014506740048,Mr. David R. Risinger,0.3836244428322078,male,Morgan Stanley,"('MRK', '2019 q4')",0.0
8077,MYL,2019 q4,3520,0.5258406815106844,Mr. David R. Risinger,0.3059792510184869,male,Morgan Stanley,"('MYL', '2019 q4')",0.014069545082747936
8078,PRGO,2019 q4,3520,0.4470858729099266,Mr. David R. Risinger,0.18095064125178,male,Morgan Stanley,"('PRGO', '2019 q4')",0.0
8079,ABBV,2019 q4,3520,0.4521424494196305,"Mr. Damien Conover, CFA, CFA",0.7692170577660221,male,"Morningstar, Inc.","('ABBV', '2019 q4')",0.004180299583822489
8080,ABBV,2019 q4,3520,0.4521424494196305,"Kevin Huang, CFA",0.5950276455516645,male,CFRA Equity Research,"('ABBV', '2019 q4')",0.0
8081,ALXN,2019 q4,3520,0.4494558034165941,"Kevin Huang, CFA",0.4675986831207441,male,CFRA Equity Research,"('ALXN', '2019 q4')",0.0
8082,AMGN,2019 q4,3520,0.5190950751575938,"Kevin Huang, CFA",0.539093105514794,male,CFRA Equity Research,"('AMGN', '2019 q4')",0.0
8083,GILD,2019 q4,3520,0.2463342715691893,"Kevin Huang, CFA",0.4436041179570617,male,CFRA Equity Research,"('GILD', '2019 q4')",0.0
8084,INCY,2019 q4,3520,0.240444735270825,"Kevin Huang, CFA",0.376286023629621,male,CFRA Equity Research,"('INCY', '2019 q4')",0.0
8085,REGN,2019 q4,3520,0.2037831680440406,"Kevin Huang, CFA",0.4333198229525219,male,CFRA Equity Research,"('REGN', '2019 q4')",0.0
8086,VRTX,2019 q4,3520,0.2812662227060432,"Kevin Huang, CFA",0.3619407270513588,male,CFRA Equity Research,"('VRTX', '2019 q4')",0.0
8087,ABBV,2019 q4,3520,0.4521424494196305,Mr. Geoffrey Porges,0.1995417457589362,male,SVB Leerink,"('ABBV', '2019 q4')",0.0
8088,ALXN,2019 q4,3520,0.4494558034165941,Mr. Geoffrey Porges,0.1482669859382686,male,SVB Leerink,"('ALXN', '2019 q4')",0.017666319385170937
8089,GILD,2019 q4,3520,0.2463342715691893,Mr. Geoffrey Porges,0.1196014790708519,male,SVB Leerink,"('GILD', '2019 q4')",0.0
8090,REGN,2019 q4,3520,0.2037831680440406,Mr. Geoffrey Porges,0.0883693587544464,male,SVB Leerink,"('REGN', '2019 q4')",0.0
8091,VRTX,2019 q4,3520,0.2812662227060432,Mr. Geoffrey Porges,0.0741972639730131,male,SVB Leerink,"('VRTX', '2019 q4')",0.0
8092,ABBV,2019 q4,3520,0.4521424494196305,Ms. Akansha Agarwal,0.380737017808479,female,Crispidea,"('ABBV', '2019 q4')",0.0
8093,AMGN,2019 q4,3520,0.5190950751575938,Ms. Akansha Agarwal,0.7209657101114442,female,Crispidea,"('AMGN', '2019 q4')",0.0
8094,MRK,2019 q4,3520,0.6786014506740048,Ms. Akansha Agarwal,0.5515969909113025,female,Crispidea,"('MRK', '2019 q4')",0.0
8095,PFE,2019 q4,3520,0.6654329960094403,Ms. Akansha Agarwal,0.5050013877276339,female,Crispidea,"('PFE', '2019 q4')",0.01291267666965723
8096,ABBV,2019 q4,3520,0.4521424494196305,"Stephen M. Scala, CFA",0.2143158878097216,male,Cowen and Company,"('ABBV', '2019 q4')",0.0
8097,LLY,2019 q4,3520,0.7256924840406078,"Stephen M. Scala, CFA",0.3881674859700648,male,Cowen and Company,"('LLY', '2019 q4')",0.0
8098,PFE,2019 q4,3520,0.6654329960094403,"Stephen M. Scala, CFA",0.3687292700608952,male,Cowen and Company,"('PFE', '2019 q4')",0.03637228533625603
8099,ABBV,2019 q4,3520,0.4521424494196305,"Dr. Tim M. Anderson, MD",0.2084295210470975,male,Wolfe Research,"('ABBV', '2019 q4')",0.0
8100,LLY,2019 q4,3520,0.7256924840406078,"Dr. Tim M. Anderson, MD",0.3996052723772904,male,Wolfe Research,"('LLY', '2019 q4')",0.0
8101,MRK,2019 q4,3520,0.6786014506740048,"Dr. Tim M. Anderson, MD",0.6932087241097695,male,Wolfe Research,"('MRK', '2019 q4')",0.03333333507180214
8102,PFE,2019 q4,3520,0.6654329960094403,"Dr. Tim M. Anderson, MD",0.7316742863398885,male,Wolfe Research,"('PFE', '2019 q4')",0.03333333507180214
8103,ALXN,2019 q4,3520,0.4494558034165941,Anna Baran,0.3927599940443226,female,"Morningstar, Inc.","('ALXN', '2019 q4')",0.0034591369330883026
8104,IQV,2019 q4,3520,0.6817365634870349,Anna Baran,0.7029993495759007,female,"Morningstar, Inc.","('IQV', '2019 q4')",0.0
8105,VRTX,2019 q4,3520,0.2812662227060432,Anna Baran,0.3217641057804212,female,"Morningstar, Inc.","('VRTX', '2019 q4')",0.0
8106,ALXN,2019 q4,3520,0.4494558034165941,"Dr. Martin Auster, M.D.",0.2386657873652779,male,Credit Suisse,"('ALXN', '2019 q4')",0.0
8107,ALXN,2019 q4,3520,0.4494558034165941,Ms. Robyn S. Karnauskas,0.2100900328156167,female,SunTrust Robinson Humphrey Capital Markets,"('ALXN', '2019 q4')",0.0
8108,AMGN,2019 q4,3520,0.5190950751575938,Ms. Robyn S. Karnauskas,0.1576345397627672,female,SunTrust Robinson Humphrey Capital Markets,"('AMGN', '2019 q4')",0.0
8109,BIIB,2019 q4,3520,0.7094395637428592,Ms. Robyn S. Karnauskas,0.4732541779232135,female,SunTrust Robinson Humphrey Capital Markets,"('BIIB', '2019 q4')",0.0
8110,GILD,2019 q4,3520,0.2463342715691893,Ms. Robyn S. Karnauskas,0.0577465586147044,female,SunTrust Robinson Humphrey Capital Markets,"('GILD', '2019 q4')",0.010951792821288109
8111,REGN,2019 q4,3520,0.2037831680440406,Ms. Robyn S. Karnauskas,0.0827581917132658,female,SunTrust Robinson Humphrey Capital Markets,"('REGN', '2019 q4')",0.0
8112,ALXN,2019 q4,3520,0.4494558034165941,"Mr. Phil M. Nadeau, PHD",0.1096245673232045,male,Cowen and Company,"('ALXN', '2019 q4')",0.0
8113,GILD,2019 q4,3520,0.2463342715691893,"Mr. Phil M. Nadeau, PHD",0.0508109475671001,male,Cowen and Company,"('GILD', '2019 q4')",0.0
8114,VRTX,2019 q4,3520,0.2812662227060432,"Mr. Phil M. Nadeau, PHD",0.0622334778144271,male,Cowen and Company,"('VRTX', '2019 q4')",0.0
8115,ALXN,2019 q4,3520,0.4494558034165941,Mr. Yatin Suneja,0.5101511476648035,male,Guggenheim Securities LLC,"('ALXN', '2019 q4')",0.0
8116,ALXN,2019 q4,3520,0.4494558034165941,Mr. Matthew K. Harrison,0.6918452280713923,male,Morgan Stanley,"('ALXN', '2019 q4')",0.0
8117,AMGN,2019 q4,3520,0.5190950751575938,Mr. Matthew K. Harrison,0.1153806901607579,male,Morgan Stanley,"('AMGN', '2019 q4')",0.0
8118,VRTX,2019 q4,3520,0.2812662227060432,Mr. Matthew K. Harrison,0.2139324205320246,male,Morgan Stanley,"('VRTX', '2019 q4')",0.0
8119,ALXN,2019 q4,3520,0.4494558034165941,"Ms. Laura K. Chico, PHD",0.2024066560005385,female,Wedbush Securities Inc.,"('ALXN', '2019 q4')",0.0
8120,ALXN,2019 q4,3520,0.4494558034165941,"Mr. Raju Prasad, PHD",0.2055463409622663,male,William Blair & Company,"('ALXN', '2019 q4')",0.0
8121,AMGN,2019 q4,3520,0.5190950751575938,Stephen W. Suttmeier,0.9641687786661536,male,BofA Global Research,"('AMGN', '2019 q4')",0.6935461163520813
8122,AMGN,2019 q4,3520,0.5190950751575938,Mr. Michael J. Yee,0.155094823042308,male,Jefferies,"('AMGN', '2019 q4')",0.0
8123,AMGN,2019 q4,3520,0.5190950751575938,"Yaron Werber, MD",0.1206580756207908,male,Cowen and Company,"('AMGN', '2019 q4')",0.016858292277902365
8124,AMGN,2019 q4,3520,0.5190950751575938,"Ms. Karen Andersen, CFA",0.5646516482311956,female,"Morningstar, Inc.","('AMGN', '2019 q4')",0.006666667014360428
8125,BIIB,2019 q4,3520,0.7094395637428592,"Ms. Karen Andersen, CFA",0.5685191828963314,female,"Morningstar, Inc.","('BIIB', '2019 q4')",0.01666666753590107
8126,GILD,2019 q4,3520,0.2463342715691893,"Ms. Karen Andersen, CFA",0.3126482267296056,female,"Morningstar, Inc.","('GILD', '2019 q4')",0.0
8127,INCY,2019 q4,3520,0.240444735270825,"Ms. Karen Andersen, CFA",0.3753323699017004,female,"Morningstar, Inc.","('INCY', '2019 q4')",0.0
8128,AMGN,2019 q4,3520,0.5190950751575938,Mr. Evan Seigerman,0.1383080071130684,male,Credit Suisse,"('AMGN', '2019 q4')",0.0
8129,GILD,2019 q4,3520,0.2463342715691893,Mr. Evan Seigerman,0.119032417575898,male,Credit Suisse,"('GILD', '2019 q4')",0.0
8130,INCY,2019 q4,3520,0.240444735270825,Mr. Evan Seigerman,0.1449676675266928,male,Credit Suisse,"('INCY', '2019 q4')",0.024773823097348213
8131,VRTX,2019 q4,3520,0.2812662227060432,Mr. Evan Seigerman,0.1008187196922429,male,Credit Suisse,"('VRTX', '2019 q4')",0.0
8132,AMGN,2019 q4,3520,0.5190950751575938,"Dr. James W. Birchenough, MD",0.1338715947105332,male,"Wells Fargo Securities, LLC","('AMGN', '2019 q4')",0.0
8133,GILD,2019 q4,3520,0.2463342715691893,"Dr. James W. Birchenough, MD",0.053088325781736,male,"Wells Fargo Securities, LLC","('GILD', '2019 q4')",0.0
8134,AMGN,2019 q4,3520,0.5190950751575938,Mr. Geoff C. Meacham,0.3896942031148088,male,BofA Global Research,"('AMGN', '2019 q4')",0.0
8135,BIIB,2019 q4,3520,0.7094395637428592,Mr. Geoff C. Meacham,0.5199480632559236,male,BofA Global Research,"('BIIB', '2019 q4')",0.0
8136,LLY,2019 q4,3520,0.7256924840406078,Mr. Geoff C. Meacham,0.3258345584722218,male,BofA Global Research,"('LLY', '2019 q4')",0.007011434994637966
8137,MRK,2019 q4,3520,0.6786014506740048,Mr. Geoff C. Meacham,0.5663763169924817,male,BofA Global Research,"('MRK', '2019 q4')",0.019654810428619385
8138,PFE,2019 q4,3520,0.6654329960094403,Mr. Geoff C. Meacham,0.5055297559895775,male,BofA Global Research,"('PFE', '2019 q4')",0.005020402371883392
8139,VRTX,2019 q4,3520,0.2812662227060432,Mr. Geoff C. Meacham,0.2133225615586952,male,BofA Global Research,"('VRTX', '2019 q4')",0.0
8140,BIIB,2019 q4,3520,0.7094395637428592,Research Department,0.6587516297181875,Not a person,RBC Capital Markets,"('BIIB', '2019 q4')",0.0
8141,BIIB,2019 q4,3520,0.7094395637428592,Terry Tillman,0.7701319798818109,male,SunTrust Robinson Humphrey Capital Markets,"('BIIB', '2019 q4')",0.021531568840146065
8142,BIIB,2019 q4,3520,0.7094395637428592,Canaccord Genuity US Research,0.3927226490101354,Not a person,Canaccord Genuity,"('BIIB', '2019 q4')",0.013533297926187515
8143,BIIB,2019 q4,3520,0.7094395637428592,"Brian Abrahams, MD",0.8382259374983041,male,RBC Capital Markets,"('BIIB', '2019 q4')",0.0
8144,BMY,2019 q4,3520,0.5429983681997821,"Mr. Damien Conover, CFA",0.5912413816510307,male,"Morningstar, Inc.","('BMY', '2019 q4')",0.0
8145,JNJ,2019 q4,3520,0.6672860797322311,"Mr. Damien Conover, CFA",0.5654030629012622,male,"Morningstar, Inc.","('JNJ', '2019 q4')",0.015535784652456641
8146,LLY,2019 q4,3520,0.7256924840406078,"Mr. Damien Conover, CFA",0.6881070842226158,male,"Morningstar, Inc.","('LLY', '2019 q4')",0.0
8147,MRK,2019 q4,3520,0.6786014506740048,"Mr. Damien Conover, CFA",0.594793235611633,male,"Morningstar, Inc.","('MRK', '2019 q4')",0.0
8148,PFE,2019 q4,3520,0.6654329960094403,"Mr. Damien Conover, CFA",0.6593864700889435,male,"Morningstar, Inc.","('PFE', '2019 q4')",0.0
8149,BMY,2019 q4,3520,0.5429983681997821,Mr. Seamus Fernandez,0.5398293704020222,male,Guggenheim Securities LLC,"('BMY', '2019 q4')",0.0
8150,LLY,2019 q4,3520,0.7256924840406078,Mr. Seamus Fernandez,0.6673537764605202,male,Guggenheim Securities LLC,"('LLY', '2019 q4')",0.0
8151,GILD,2019 q4,3520,0.2463342715691893,"Mr. Jason McCarthy, PHD",0.0526849316473291,male,Maxim Group,"('GILD', '2019 q4')",0.026057621464133263
8152,GILD,2019 q4,3520,0.2463342715691893,Acquisdata Research Team,0.3631822434653324,Not a person,Acquisdata,"('GILD', '2019 q4')",0.0
8153,JNJ,2019 q4,3520,0.6672860797322311,Acquisdata Research Team,0.7352364878397849,Not a person,Acquisdata,"('JNJ', '2019 q4')",0.0
8154,MRK,2019 q4,3520,0.6786014506740048,Acquisdata Research Team,0.570795087818471,Not a person,Acquisdata,"('MRK', '2019 q4')",0.0
8155,GILD,2019 q4,3520,0.2463342715691893,Mr. Whitney Ijem,0.0659968994550782,male,Guggenheim Securities LLC,"('GILD', '2019 q4')",0.0
8156,VRTX,2019 q4,3520,0.2812662227060432,Mr. Whitney Ijem,0.070894653448123,male,Guggenheim Securities LLC,"('VRTX', '2019 q4')",0.013055577874183655
8157,ILMN,2019 q4,3520,0.4282538545607622,Mr. Vijay M. Kumar,0.2617496327094836,male,EVERCORE ISI,"('ILMN', '2019 q4')",0.0
8158,MTD,2019 q4,3520,0.8520209224735208,Mr. Vijay M. Kumar,0.8324308422077848,male,EVERCORE ISI,"('MTD', '2019 q4')",0.0
8159,PKI,2019 q4,3520,0.5844941210836087,Mr. Vijay M. Kumar,0.2557845050566523,male,EVERCORE ISI,"('PKI', '2019 q4')",0.0
8160,TMO,2019 q4,3520,0.5530434575279383,Mr. Vijay M. Kumar,0.6638118684822246,male,EVERCORE ISI,"('TMO', '2019 q4')",0.0
8161,WAT,2019 q4,3520,0.7589891347546962,Mr. Vijay M. Kumar,0.9721434294741862,male,EVERCORE ISI,"('WAT', '2019 q4')",0.0
8162,ILMN,2019 q4,3520,0.4282538545607622,"William R. Quirk, CFA",0.3136148074947735,male,Piper Sandler Companies,"('ILMN', '2019 q4')",0.0
8163,PKI,2019 q4,3520,0.5844941210836087,"William R. Quirk, CFA",0.332200655915497,male,Piper Sandler Companies,"('PKI', '2019 q4')",0.014720086939632893
8164,ILMN,2019 q4,3520,0.4282538545607622,Colin Scarola,0.4573613598629739,male,CFRA Equity Research,"('ILMN', '2019 q4')",0.0
8165,IQV,2019 q4,3520,0.6817365634870349,Colin Scarola,0.74479429488888,male,CFRA Equity Research,"('IQV', '2019 q4')",0.0
8166,JNJ,2019 q4,3520,0.6672860797322311,Colin Scarola,0.5551126718474709,male,CFRA Equity Research,"('JNJ', '2019 q4')",0.0
8167,LLY,2019 q4,3520,0.7256924840406078,Colin Scarola,0.6628797042345637,male,CFRA Equity Research,"('LLY', '2019 q4')",0.0
8168,MRK,2019 q4,3520,0.6786014506740048,Colin Scarola,0.6541681224688958,male,CFRA Equity Research,"('MRK', '2019 q4')",0.0
8169,MTD,2019 q4,3520,0.8520209224735208,Colin Scarola,0.7842842246207995,male,CFRA Equity Research,"('MTD', '2019 q4')",0.0
8170,MYL,2019 q4,3520,0.5258406815106844,Colin Scarola,0.4877968157261393,male,CFRA Equity Research,"('MYL', '2019 q4')",0.0041407296434044834
8171,PFE,2019 q4,3520,0.6654329960094403,Colin Scarola,0.6639632800911988,male,CFRA Equity Research,"('PFE', '2019 q4')",0.0
8172,PKI,2019 q4,3520,0.5844941210836087,Colin Scarola,0.6726052169645665,male,CFRA Equity Research,"('PKI', '2019 q4')",0.007952244952321053
8173,PRGO,2019 q4,3520,0.4470858729099266,Colin Scarola,0.5114192182385399,male,CFRA Equity Research,"('PRGO', '2019 q4')",0.0
8174,TMO,2019 q4,3520,0.5530434575279383,Colin Scarola,0.5409687446599631,male,CFRA Equity Research,"('TMO', '2019 q4')",0.0
8175,WAT,2019 q4,3520,0.7589891347546962,Colin Scarola,0.6580535217372262,male,CFRA Equity Research,"('WAT', '2019 q4')",0.0
8176,ILMN,2019 q4,3520,0.4282538545607622,"Ms. Julie Utterback, CFA",0.5646556956816218,female,"Morningstar, Inc.","('ILMN', '2019 q4')",0.0
8177,PKI,2019 q4,3520,0.5844941210836087,"Ms. Julie Utterback, CFA",0.8494593854019205,female,"Morningstar, Inc.","('PKI', '2019 q4')",0.0
8178,WAT,2019 q4,3520,0.7589891347546962,"Ms. Julie Utterback, CFA",0.9089199421939964,female,"Morningstar, Inc.","('WAT', '2019 q4')",0.0
8179,ILMN,2019 q4,3520,0.4282538545607622,"Mr. Jack Meehan, CFA",0.3238901160232772,male,Barclays,"('ILMN', '2019 q4')",0.0
8180,WAT,2019 q4,3520,0.7589891347546962,"Mr. Jack Meehan, CFA",0.3081274836986626,male,Barclays,"('WAT', '2019 q4')",0.0
8181,ILMN,2019 q4,3520,0.4282538545607622,Derik De Bruin,0.4025413287931431,male,BofA Global Research,"('ILMN', '2019 q4')",0.0
8182,PKI,2019 q4,3520,0.5844941210836087,Derik De Bruin,0.4082742906033865,male,BofA Global Research,"('PKI', '2019 q4')",0.0
8183,TMO,2019 q4,3520,0.5530434575279383,Derik De Bruin,0.2967729578437786,male,BofA Global Research,"('TMO', '2019 q4')",0.0
8184,WAT,2019 q4,3520,0.7589891347546962,Derik De Bruin,0.4110215511947861,male,BofA Global Research,"('WAT', '2019 q4')",0.0
8185,ILMN,2019 q4,3520,0.4282538545607622,Mr. David M. Westenberg,0.2434206469709087,male,Guggenheim Securities LLC,"('ILMN', '2019 q4')",0.0
8186,ILMN,2019 q4,3520,0.4282538545607622,Mr. Douglas A. Schenkel,0.1060575871706796,male,Cowen and Company,"('ILMN', '2019 q4')",0.0
8187,WAT,2019 q4,3520,0.7589891347546962,Mr. Douglas A. Schenkel,0.8360717516141594,male,Cowen and Company,"('WAT', '2019 q4')",0.0
8188,ILMN,2019 q4,3520,0.4282538545607622,Mr. Puneet Souda,0.1262597116955851,male,SVB Leerink,"('ILMN', '2019 q4')",0.0
8189,TMO,2019 q4,3520,0.5530434575279383,Mr. Puneet Souda,0.2451268206533779,male,SVB Leerink,"('TMO', '2019 q4')",0.0
8190,WAT,2019 q4,3520,0.7589891347546962,Mr. Puneet Souda,0.337747533695544,male,SVB Leerink,"('WAT', '2019 q4')",0.0
8191,INCY,2019 q4,3520,0.240444735270825,Jing He,0.0824298538785967,female,Gabelli & Company,"('INCY', '2019 q4')",0.0
8192,INCY,2019 q4,3520,0.240444735270825,"Dr. Andrew S. Berens, MD",0.0662383835529242,male,SVB Leerink,"('INCY', '2019 q4')",0.0
8193,INCY,2019 q4,3520,0.240444735270825,Dr. Josh Schimmer,0.0710673661887344,male,EVERCORE ISI,"('INCY', '2019 q4')",0.0
8194,REGN,2019 q4,3520,0.2037831680440406,Dr. Josh Schimmer,0.0823102700230852,male,EVERCORE ISI,"('REGN', '2019 q4')",0.0
8195,INCY,2019 q4,3520,0.240444735270825,Mr. Vikram Purohit,0.1169083911392431,male,Morgan Stanley,"('INCY', '2019 q4')",0.0
8196,IQV,2019 q4,3520,0.6817365634870349,Sean W. Wieland,0.4740662612219007,male,Piper Sandler Companies,"('IQV', '2019 q4')",0.0
8197,IQV,2019 q4,3520,0.6817365634870349,Stephen Baxter,0.5975474770169661,male,Wolfe Research,"('IQV', '2019 q4')",0.0
8198,IQV,2019 q4,3520,0.6817365634870349,Ms. Elizabeth Anderson,0.426667022925746,female,EVERCORE ISI,"('IQV', '2019 q4')",0.03333333507180214
8199,IQV,2019 q4,3520,0.6817365634870349,"Mr. Sandy Y. Draper, CFA",0.6560071353512223,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2019 q4')",0.0
8200,IQV,2019 q4,3520,0.6817365634870349,Juan Avendano,0.426667022925746,male,BofA Global Research,"('IQV', '2019 q4')",0.03333333507180214
8201,JNJ,2019 q4,3520,0.6672860797322311,"Kristen Stewart, CFA",0.487316149832316,female,Barclays,"('JNJ', '2019 q4')",0.002949129231274128
8202,JNJ,2019 q4,3520,0.6672860797322311,Mr. Matt S. Miksic,0.4074259445573945,male,Credit Suisse,"('JNJ', '2019 q4')",0.0
8203,JNJ,2019 q4,3520,0.6672860797322311,Ms. Danielle J. Antalffy,0.4502219058260641,female,SVB Leerink,"('JNJ', '2019 q4')",0.0
8204,JNJ,2019 q4,3520,0.6672860797322311,Lawrence H. Biegelsen,0.2967373086195103,male,"Wells Fargo Securities, LLC","('JNJ', '2019 q4')",0.0
8205,JNJ,2019 q4,3520,0.6672860797322311,"Mr. Brandon Henry, CFA",0.344505805768888,male,RBC Capital Markets,"('JNJ', '2019 q4')",0.019913794472813606
8206,JNJ,2019 q4,3520,0.6672860797322311,SADIF Research,0.9570001745955056,Not a person,Sadif Analytics Prime,"('JNJ', '2019 q4')",0.9265268445014954
8207,LLY,2019 q4,3520,0.7256924840406078,SADIF Research,0.991840792592294,Not a person,Sadif Analytics Prime,"('LLY', '2019 q4')",0.9616311192512512
8208,WAT,2019 q4,3520,0.7589891347546962,SADIF Research,0.9683827774941282,Not a person,Sadif Analytics Prime,"('WAT', '2019 q4')",0.9516152143478394
8209,LLY,2019 q4,3520,0.7256924840406078,Florent Cespedes,0.8278380089357377,male,Societe Generale,"('LLY', '2019 q4')",0.0
8210,MTD,2019 q4,3520,0.8520209224735208,"Mr. Alex Morozov, CFA",0.9126128519492384,male,"Morningstar, Inc.","('MTD', '2019 q4')",0.0
8211,TMO,2019 q4,3520,0.5530434575279383,"Mr. Alex Morozov, CFA",0.7078075582341163,male,"Morningstar, Inc.","('TMO', '2019 q4')",0.0
8212,MTD,2019 q4,3520,0.8520209224735208,"Elliott L. Schlang, CFA",0.7499577966976599,male,Great Lakes/Wellington Shields,"('MTD', '2019 q4')",0.0
8213,MYL,2019 q4,3520,0.5258406815106844,Ms. Ami Fadia,0.3591591832371027,female,SVB Leerink,"('MYL', '2019 q4')",0.0
8214,PRGO,2019 q4,3520,0.4470858729099266,Ms. Ami Fadia,0.1595165465394395,female,SVB Leerink,"('PRGO', '2019 q4')",0.0
8215,MYL,2019 q4,3520,0.5258406815106844,Ms. Soo Romanoff,0.8228097183337887,female,"Morningstar, Inc.","('MYL', '2019 q4')",0.0
8216,PRGO,2019 q4,3520,0.4470858729099266,Ms. Soo Romanoff,0.7973787514603426,female,"Morningstar, Inc.","('PRGO', '2019 q4')",0.0
8217,MYL,2019 q4,3520,0.5258406815106844,"Mr. Jason M. Gerberry, MBA",0.1477290271730676,male,BofA Global Research,"('MYL', '2019 q4')",0.0
8218,MYL,2019 q4,3520,0.5258406815106844,Mr. Timothy Chiang,0.1827644131448866,male,BTIG,"('MYL', '2019 q4')",0.0
8219,PRGO,2019 q4,3520,0.4470858729099266,Mr. Timothy Chiang,0.1760783795804007,male,BTIG,"('PRGO', '2019 q4')",0.0
8220,MYL,2019 q4,3520,0.5258406815106844,"Randall S. Stanicky, CFA",0.3010710180862704,male,RBC Capital Markets,"('MYL', '2019 q4')",0.0
8221,MYL,2019 q4,3520,0.5258406815106844,"Dr. Balaji V. Prasad, MD",0.6259439022911263,male,Barclays,"('MYL', '2019 q4')",0.0
8222,PKI,2019 q4,3520,0.5844941210836087,Mr. Steve Beuchaw,0.4550693308697823,male,Wolfe Research,"('PKI', '2019 q4')",0.0
8223,WAT,2019 q4,3520,0.7589891347546962,Mr. Steve Beuchaw,0.4830266134331039,male,Wolfe Research,"('WAT', '2019 q4')",0.03372885659337044
8224,PKI,2019 q4,3520,0.5844941210836087,"Mr. Paul R. Knight, CFA",0.3438000143885884,male,Janney Montgomery Scott LLC,"('PKI', '2019 q4')",0.0
8225,PRGO,2019 q4,3520,0.4470858729099266,Mr. Jacob Hughes,0.2161742854446032,male,"Wells Fargo Securities, LLC","('PRGO', '2019 q4')",0.0
8226,PRGO,2019 q4,3520,0.4470858729099266,Mr. Patrick R. R. Trucchio,0.3242214536878625,male,Berenberg,"('PRGO', '2019 q4')",0.0
8227,PRGO,2019 q4,3520,0.4470858729099266,Mr. Gregg Gilbert,0.3054376176026939,male,SunTrust Robinson Humphrey Capital Markets,"('PRGO', '2019 q4')",0.0
8228,REGN,2019 q4,3520,0.2037831680440406,"Mr. John L. Newman, Ph.D., CFA, PHD",0.1287783349236449,male,Canaccord Genuity,"('REGN', '2019 q4')",0.00756240077316761
8229,TMO,2019 q4,3520,0.5530434575279383,Ms. Sung Ji Nam,0.2751411894822959,female,BTIG,"('TMO', '2019 q4')",0.011321418918669224
8230,TMO,2019 q4,3520,0.5530434575279383,"Mr. Dan Brennan, CFA",0.3227522807358403,male,UBS Equities,"('TMO', '2019 q4')",0.010479683987796307
8231,TMO,2019 q4,3520,0.5530434575279383,Mr. Tycho W. Peterson,0.396714212309796,male,JPMorgan,"('TMO', '2019 q4')",0.0
8232,VRTX,2019 q4,3520,0.2812662227060432,"Mr. Ravi Mehrotra, Ph.D.",0.0970928546729834,male,EVERCORE ISI,"('VRTX', '2019 q4')",0.0
8233,VRTX,2019 q4,3520,0.2812662227060432,Edward A. Tenthoff,0.101190712551747,male,Piper Sandler Companies,"('VRTX', '2019 q4')",0.0
8234,VRTX,2019 q4,3520,0.2812662227060432,Liisa A. Bayko,0.425420080971803,female,JMP Securities,"('VRTX', '2019 q4')",0.0
8235,WAT,2019 q4,3520,0.7589891347546962,Mr. Brandon Couillard,0.3514650304272696,male,Jefferies,"('WAT', '2019 q4')",0.0
8236,ABBV,2020 q1,3520,0.4270341177961136,"Mr. Damien Conover, CFA, CFA",0.7484379851502361,male,"Morningstar, Inc.","('ABBV', '2020 q1')",0.0
8237,ABBV,2020 q1,3520,0.4270341177961136,Mr. Geoffrey Porges,0.1380005765511745,male,SVB Leerink,"('ABBV', '2020 q1')",0.0
8238,ALXN,2020 q1,3520,0.3889873742297894,Mr. Geoffrey Porges,0.1231356011545566,male,SVB Leerink,"('ALXN', '2020 q1')",0.019767822697758675
8239,INCY,2020 q1,3520,0.437031828180578,Mr. Geoffrey Porges,0.1303506905283464,male,SVB Leerink,"('INCY', '2020 q1')",0.028335871174931526
8240,VRTX,2020 q1,3520,0.1742297634730742,Mr. Geoffrey Porges,0.05917344001713,male,SVB Leerink,"('VRTX', '2020 q1')",0.010120706632733345
8241,ABBV,2020 q1,3520,0.4270341177961136,"Randall S. Stanicky, CFA",0.1802394613403035,male,RBC Capital Markets,"('ABBV', '2020 q1')",0.007048257523112827
8242,MRK,2020 q1,3520,0.5528700147012473,"Randall S. Stanicky, CFA",0.1862630895824957,male,RBC Capital Markets,"('MRK', '2020 q1')",0.011111111690600714
8243,MYL,2020 q1,3520,0.5334350460050277,"Randall S. Stanicky, CFA",0.290768875070092,male,RBC Capital Markets,"('MYL', '2020 q1')",0.0
8244,PFE,2020 q1,3520,0.6552578913491973,"Randall S. Stanicky, CFA",0.402167123549764,male,RBC Capital Markets,"('PFE', '2020 q1')",0.0
8245,PRGO,2020 q1,3520,0.4850496521864241,"Randall S. Stanicky, CFA",0.2218394197704875,male,RBC Capital Markets,"('PRGO', '2020 q1')",0.006666667014360428
8246,ABBV,2020 q1,3520,0.4270341177961136,"Stephen M. Scala, CFA",0.1600246759517759,male,Cowen and Company,"('ABBV', '2020 q1')",0.0
8247,BMY,2020 q1,3520,0.57095051948603,"Stephen M. Scala, CFA",0.4912176702152127,male,Cowen and Company,"('BMY', '2020 q1')",0.0
8248,MRK,2020 q1,3520,0.5528700147012473,"Stephen M. Scala, CFA",0.3236675812218992,male,Cowen and Company,"('MRK', '2020 q1')",0.0
8249,ABBV,2020 q1,3520,0.4270341177961136,Mr. Carter Gould,0.1298690990012872,male,Barclays,"('ABBV', '2020 q1')",0.0
8250,ABBV,2020 q1,3520,0.4270341177961136,"Kevin Huang, CFA",0.6114605121460439,male,CFRA Equity Research,"('ABBV', '2020 q1')",0.0
8251,ALXN,2020 q1,3520,0.3889873742297894,"Kevin Huang, CFA",0.5600002920808831,male,CFRA Equity Research,"('ALXN', '2020 q1')",0.0
8252,AMGN,2020 q1,3520,0.6288023241904733,"Kevin Huang, CFA",0.5911205397309259,male,CFRA Equity Research,"('AMGN', '2020 q1')",0.0
8253,INCY,2020 q1,3520,0.437031828180578,"Kevin Huang, CFA",0.396457164507748,male,CFRA Equity Research,"('INCY', '2020 q1')",0.0
8254,REGN,2020 q1,3520,0.4086243876508151,"Kevin Huang, CFA",0.5910308866080786,male,CFRA Equity Research,"('REGN', '2020 q1')",0.0
8255,VRTX,2020 q1,3520,0.1742297634730742,"Kevin Huang, CFA",0.4113862434787705,male,CFRA Equity Research,"('VRTX', '2020 q1')",0.0
8256,ABBV,2020 q1,3520,0.4270341177961136,"Dr. Tim M. Anderson, MD",0.1917807220592323,male,Wolfe Research,"('ABBV', '2020 q1')",0.0
8257,AMGN,2020 q1,3520,0.6288023241904733,"Dr. Tim M. Anderson, MD",0.2431121507704172,male,Wolfe Research,"('AMGN', '2020 q1')",0.0
8258,LLY,2020 q1,3520,0.7242760685041912,"Dr. Tim M. Anderson, MD",0.6268319185917623,male,Wolfe Research,"('LLY', '2020 q1')",0.0
8259,MRK,2020 q1,3520,0.5528700147012473,"Dr. Tim M. Anderson, MD",0.4024562162608778,male,Wolfe Research,"('MRK', '2020 q1')",0.0
8260,PFE,2020 q1,3520,0.6552578913491973,"Dr. Tim M. Anderson, MD",0.4872966209961273,male,Wolfe Research,"('PFE', '2020 q1')",0.016125589609146118
8261,ABBV,2020 q1,3520,0.4270341177961136,Justin S. Smith,0.3079701015028019,male,Societe Generale,"('ABBV', '2020 q1')",0.0
8262,BMY,2020 q1,3520,0.57095051948603,Justin S. Smith,0.5326558821224002,male,Societe Generale,"('BMY', '2020 q1')",0.0
8263,MRK,2020 q1,3520,0.5528700147012473,Justin S. Smith,0.3589282963466624,male,Societe Generale,"('MRK', '2020 q1')",0.0
8264,ABBV,2020 q1,3520,0.4270341177961136,Mr. Christopher J. Raymond,0.3024305371776318,male,Piper Sandler Companies,"('ABBV', '2020 q1')",0.0
8265,AMGN,2020 q1,3520,0.6288023241904733,Mr. Christopher J. Raymond,0.6210817894160464,male,Piper Sandler Companies,"('AMGN', '2020 q1')",0.0
8266,REGN,2020 q1,3520,0.4086243876508151,Mr. Christopher J. Raymond,0.3224598889232712,male,Piper Sandler Companies,"('REGN', '2020 q1')",0.0
8267,ALXN,2020 q1,3520,0.3889873742297894,Ms. Robyn S. Karnauskas,0.0759056428942179,female,SunTrust Robinson Humphrey Capital Markets,"('ALXN', '2020 q1')",0.0
8268,AMGN,2020 q1,3520,0.6288023241904733,Ms. Robyn S. Karnauskas,0.2090181185433501,female,SunTrust Robinson Humphrey Capital Markets,"('AMGN', '2020 q1')",0.00689672539010644
8269,BIIB,2020 q1,3520,0.3515376495946065,Ms. Robyn S. Karnauskas,0.1690864194978916,female,SunTrust Robinson Humphrey Capital Markets,"('BIIB', '2020 q1')",0.0
8270,VRTX,2020 q1,3520,0.1742297634730742,Ms. Robyn S. Karnauskas,0.0191776935236872,female,SunTrust Robinson Humphrey Capital Markets,"('VRTX', '2020 q1')",0.0
8271,ALXN,2020 q1,3520,0.3889873742297894,Mr. Akash Tewari,0.2762856636639298,male,Wolfe Research,"('ALXN', '2020 q1')",0.0420134961605072
8272,VRTX,2020 q1,3520,0.1742297634730742,Mr. Akash Tewari,0.0627600193278714,male,Wolfe Research,"('VRTX', '2020 q1')",0.0
8273,ALXN,2020 q1,3520,0.3889873742297894,"Ms. Laura K. Chico, PHD",0.2711663410072346,female,Wedbush Securities Inc.,"('ALXN', '2020 q1')",0.0
8274,ALXN,2020 q1,3520,0.3889873742297894,"Eun K. Yang, PHD",0.1380188139235333,female,Jefferies,"('ALXN', '2020 q1')",0.009403923526406288
8275,ALXN,2020 q1,3520,0.3889873742297894,Anna Baran,0.4487512045365137,female,"Morningstar, Inc.","('ALXN', '2020 q1')",0.0
8276,IQV,2020 q1,3520,0.489234945327168,Anna Baran,0.8823691207502506,female,"Morningstar, Inc.","('IQV', '2020 q1')",0.0
8277,VRTX,2020 q1,3520,0.1742297634730742,Anna Baran,0.3104496434228667,female,"Morningstar, Inc.","('VRTX', '2020 q1')",0.0
8278,ALXN,2020 q1,3520,0.3889873742297894,"Mr. Phil M. Nadeau, PHD",0.1097733436767527,male,Cowen and Company,"('ALXN', '2020 q1')",0.0
8279,VRTX,2020 q1,3520,0.1742297634730742,"Mr. Phil M. Nadeau, PHD",0.0254113962372442,male,Cowen and Company,"('VRTX', '2020 q1')",0.0
8280,ALXN,2020 q1,3520,0.3889873742297894,Mr. Yatin Suneja,0.5008928890584115,male,Guggenheim Securities LLC,"('ALXN', '2020 q1')",0.0
8281,ALXN,2020 q1,3520,0.3889873742297894,Mr. Matthew K. Harrison,0.2109999148110385,male,Morgan Stanley,"('ALXN', '2020 q1')",0.0
8282,GILD,2020 q1,3520,0.3801713926498858,Mr. Matthew K. Harrison,0.3801713926498858,male,Morgan Stanley,"('GILD', '2020 q1')",0.0
8283,REGN,2020 q1,3520,0.4086243876508151,Mr. Matthew K. Harrison,0.2781284270046033,male,Morgan Stanley,"('REGN', '2020 q1')",0.023204531520605087
8284,VRTX,2020 q1,3520,0.1742297634730742,Mr. Matthew K. Harrison,0.0777210072468157,male,Morgan Stanley,"('VRTX', '2020 q1')",0.0
8285,AMGN,2020 q1,3520,0.6288023241904733,"Yaron Werber, MD",0.2329184410200092,male,Cowen and Company,"('AMGN', '2020 q1')",0.012390833348035812
8286,AMGN,2020 q1,3520,0.6288023241904733,Umer Raffat,0.732465023441518,male,EVERCORE ISI,"('AMGN', '2020 q1')",0.010184152983129025
8287,AMGN,2020 q1,3520,0.6288023241904733,Mr. Geoff C. Meacham,0.3910576182436138,male,BofA Global Research,"('AMGN', '2020 q1')",0.0
8288,BIIB,2020 q1,3520,0.3515376495946065,Mr. Geoff C. Meacham,0.3022335943558877,male,BofA Global Research,"('BIIB', '2020 q1')",0.0
8289,LLY,2020 q1,3520,0.7242760685041912,Mr. Geoff C. Meacham,0.5729240163013272,male,BofA Global Research,"('LLY', '2020 q1')",0.0
8290,MRK,2020 q1,3520,0.5528700147012473,Mr. Geoff C. Meacham,0.3041926131899953,male,BofA Global Research,"('MRK', '2020 q1')",0.0
8291,PFE,2020 q1,3520,0.6552578913491973,Mr. Geoff C. Meacham,0.5917846898150466,male,BofA Global Research,"('PFE', '2020 q1')",0.0
8292,VRTX,2020 q1,3520,0.1742297634730742,Mr. Geoff C. Meacham,0.1615353475736212,male,BofA Global Research,"('VRTX', '2020 q1')",0.0
8293,AMGN,2020 q1,3520,0.6288023241904733,"Ms. Karen Andersen, CFA",0.6523514162524363,female,"Morningstar, Inc.","('AMGN', '2020 q1')",0.0
8294,BIIB,2020 q1,3520,0.3515376495946065,"Ms. Karen Andersen, CFA",0.3911528964089443,female,"Morningstar, Inc.","('BIIB', '2020 q1')",0.0
8295,INCY,2020 q1,3520,0.437031828180578,"Ms. Karen Andersen, CFA",0.420204393950334,female,"Morningstar, Inc.","('INCY', '2020 q1')",0.0
8296,AMGN,2020 q1,3520,0.6288023241904733,"David P. Nicoski, CMT",0.7396126452206484,male,Vermilion Technical Research,"('AMGN', '2020 q1')",0.13142108544707298
8297,AMGN,2020 q1,3520,0.6288023241904733,"Dr. James W. Birchenough, MD",0.2250449375430876,male,"Wells Fargo Securities, LLC","('AMGN', '2020 q1')",0.0
8298,AMGN,2020 q1,3520,0.6288023241904733,Mr. Evan Seigerman,0.5925115915415075,male,Credit Suisse,"('AMGN', '2020 q1')",0.01406011451035738
8299,INCY,2020 q1,3520,0.437031828180578,Mr. Evan Seigerman,0.1921425562251648,male,Credit Suisse,"('INCY', '2020 q1')",0.0
8300,VRTX,2020 q1,3520,0.1742297634730742,Mr. Evan Seigerman,0.0794764519732086,male,Credit Suisse,"('VRTX', '2020 q1')",0.0
8301,BIIB,2020 q1,3520,0.3515376495946065,Ms. Akansha Agarwal,0.4384549743955057,female,Crispidea,"('BIIB', '2020 q1')",0.0
8302,JNJ,2020 q1,3520,0.6240895273048925,Ms. Akansha Agarwal,0.7181788478423632,female,Crispidea,"('JNJ', '2020 q1')",0.0
8303,TMO,2020 q1,3520,0.5470005347236575,Ms. Akansha Agarwal,0.6806267775149797,female,Crispidea,"('TMO', '2020 q1')",0.03333333507180214
8304,BIIB,2020 q1,3520,0.3515376495946065,Mr. Marc H. Goodman,0.1572170887633196,male,SVB Leerink,"('BIIB', '2020 q1')",0.0
8305,BMY,2020 q1,3520,0.57095051948603,"Mr. Damien Conover, CFA",0.6084308472481169,male,"Morningstar, Inc.","('BMY', '2020 q1')",0.0
8306,JNJ,2020 q1,3520,0.6240895273048925,"Mr. Damien Conover, CFA",0.4375110089373302,male,"Morningstar, Inc.","('JNJ', '2020 q1')",0.01384427845478058
8307,LLY,2020 q1,3520,0.7242760685041912,"Mr. Damien Conover, CFA",0.5534734638005505,male,"Morningstar, Inc.","('LLY', '2020 q1')",0.0
8308,MRK,2020 q1,3520,0.5528700147012473,"Mr. Damien Conover, CFA",0.602805133537177,male,"Morningstar, Inc.","('MRK', '2020 q1')",0.0
8309,PFE,2020 q1,3520,0.6552578913491973,"Mr. Damien Conover, CFA",0.5426034298278264,male,"Morningstar, Inc.","('PFE', '2020 q1')",0.0
8310,GILD,2020 q1,3520,0.3801713926498858,Preston Caldwell,0.3801713926498858,male,"Morningstar, Inc.","('GILD', '2020 q1')",0.03486642614006996
8311,ILMN,2020 q1,3520,0.5259075862245213,Mr. Daniel L. Leonard,0.272279938388042,male,"Wells Fargo Securities, LLC","('ILMN', '2020 q1')",0.0
8312,IQV,2020 q1,3520,0.489234945327168,Mr. Daniel L. Leonard,0.1806810728454189,male,"Wells Fargo Securities, LLC","('IQV', '2020 q1')",0.0
8313,MTD,2020 q1,3520,0.7106595460050443,Mr. Daniel L. Leonard,0.516427579678912,male,"Wells Fargo Securities, LLC","('MTD', '2020 q1')",0.016152963042259216
8314,PKI,2020 q1,3520,0.574169717294131,Mr. Daniel L. Leonard,0.3537712967960197,male,"Wells Fargo Securities, LLC","('PKI', '2020 q1')",0.046435799449682236
8315,TMO,2020 q1,3520,0.5470005347236575,Mr. Daniel L. Leonard,0.1602403280227747,male,"Wells Fargo Securities, LLC","('TMO', '2020 q1')",0.07914614118635654
8316,WAT,2020 q1,3520,0.5224030506018946,Mr. Daniel L. Leonard,0.2017693639219513,male,"Wells Fargo Securities, LLC","('WAT', '2020 q1')",0.0
8317,ILMN,2020 q1,3520,0.5259075862245213,Mr. Vijay M. Kumar,0.3480206496678938,male,EVERCORE ISI,"('ILMN', '2020 q1')",0.0
8318,MTD,2020 q1,3520,0.7106595460050443,Mr. Vijay M. Kumar,0.5779450968813231,male,EVERCORE ISI,"('MTD', '2020 q1')",0.010008929297327995
8319,PKI,2020 q1,3520,0.574169717294131,Mr. Vijay M. Kumar,0.4877789879774548,male,EVERCORE ISI,"('PKI', '2020 q1')",0.01666666753590107
8320,TMO,2020 q1,3520,0.5470005347236575,Mr. Vijay M. Kumar,0.77552556492132,male,EVERCORE ISI,"('TMO', '2020 q1')",0.0
8321,WAT,2020 q1,3520,0.5224030506018946,Mr. Vijay M. Kumar,0.3101321184863899,male,EVERCORE ISI,"('WAT', '2020 q1')",0.0
8322,ILMN,2020 q1,3520,0.5259075862245213,Sel Hardy,0.4221206835971302,female,CFRA Equity Research,"('ILMN', '2020 q1')",0.0
8323,IQV,2020 q1,3520,0.489234945327168,Sel Hardy,0.8462475204561681,female,CFRA Equity Research,"('IQV', '2020 q1')",0.0
8324,JNJ,2020 q1,3520,0.6240895273048925,Sel Hardy,0.4006335974019505,female,CFRA Equity Research,"('JNJ', '2020 q1')",0.0
8325,LLY,2020 q1,3520,0.7242760685041912,Sel Hardy,0.4746281315981334,female,CFRA Equity Research,"('LLY', '2020 q1')",0.0
8326,MRK,2020 q1,3520,0.5528700147012473,Sel Hardy,0.5365984222586581,female,CFRA Equity Research,"('MRK', '2020 q1')",0.0
8327,MTD,2020 q1,3520,0.7106595460050443,Sel Hardy,0.5947615108565107,female,CFRA Equity Research,"('MTD', '2020 q1')",0.01312904804944992
8328,MYL,2020 q1,3520,0.5334350460050277,Sel Hardy,0.373756664311153,female,CFRA Equity Research,"('MYL', '2020 q1')",0.0
8329,PFE,2020 q1,3520,0.6552578913491973,Sel Hardy,0.4442523290258831,female,CFRA Equity Research,"('PFE', '2020 q1')",0.0
8330,PKI,2020 q1,3520,0.574169717294131,Sel Hardy,0.4102102211067143,female,CFRA Equity Research,"('PKI', '2020 q1')",0.0
8331,PRGO,2020 q1,3520,0.4850496521864241,Sel Hardy,0.3928771889683439,female,CFRA Equity Research,"('PRGO', '2020 q1')",0.0
8332,TMO,2020 q1,3520,0.5470005347236575,Sel Hardy,0.4557727482146014,female,CFRA Equity Research,"('TMO', '2020 q1')",0.0
8333,WAT,2020 q1,3520,0.5224030506018946,Sel Hardy,0.5544583533115304,female,CFRA Equity Research,"('WAT', '2020 q1')",0.0
8334,ILMN,2020 q1,3520,0.5259075862245213,"Ms. Julie Utterback, CFA",0.6487442103060307,female,"Morningstar, Inc.","('ILMN', '2020 q1')",0.0
8335,PKI,2020 q1,3520,0.574169717294131,"Ms. Julie Utterback, CFA",0.6103505905785903,female,"Morningstar, Inc.","('PKI', '2020 q1')",0.0
8336,WAT,2020 q1,3520,0.5224030506018946,"Ms. Julie Utterback, CFA",0.705188504396305,female,"Morningstar, Inc.","('WAT', '2020 q1')",0.005830786656588316
8337,ILMN,2020 q1,3520,0.5259075862245213,Derik De Bruin,0.4077894728709035,male,BofA Global Research,"('ILMN', '2020 q1')",0.01666666753590107
8338,PKI,2020 q1,3520,0.574169717294131,Derik De Bruin,0.6919361001736197,male,BofA Global Research,"('PKI', '2020 q1')",0.03333333507180214
8339,WAT,2020 q1,3520,0.5224030506018946,Derik De Bruin,0.6741239781317471,male,BofA Global Research,"('WAT', '2020 q1')",0.03333333507180214
8340,ILMN,2020 q1,3520,0.5259075862245213,Colin Scarola,0.4387385656320423,male,CFRA Equity Research,"('ILMN', '2020 q1')",0.0
8341,JNJ,2020 q1,3520,0.6240895273048925,Colin Scarola,0.4026507854700952,male,CFRA Equity Research,"('JNJ', '2020 q1')",0.0
8342,LLY,2020 q1,3520,0.7242760685041912,Colin Scarola,0.4611173645449173,male,CFRA Equity Research,"('LLY', '2020 q1')",0.0
8343,MRK,2020 q1,3520,0.5528700147012473,Colin Scarola,0.5360451892258351,male,CFRA Equity Research,"('MRK', '2020 q1')",0.0
8344,MTD,2020 q1,3520,0.7106595460050443,Colin Scarola,0.5903349969152488,male,CFRA Equity Research,"('MTD', '2020 q1')",0.01507448498159647
8345,MYL,2020 q1,3520,0.5334350460050277,Colin Scarola,0.3783623900992219,male,CFRA Equity Research,"('MYL', '2020 q1')",0.0
8346,PFE,2020 q1,3520,0.6552578913491973,Colin Scarola,0.4411305343721781,male,CFRA Equity Research,"('PFE', '2020 q1')",0.0
8347,PKI,2020 q1,3520,0.574169717294131,Colin Scarola,0.4238222050714826,male,CFRA Equity Research,"('PKI', '2020 q1')",0.011256424710154533
8348,PRGO,2020 q1,3520,0.4850496521864241,Colin Scarola,0.4024415981084692,male,CFRA Equity Research,"('PRGO', '2020 q1')",0.0
8349,TMO,2020 q1,3520,0.5470005347236575,Colin Scarola,0.4459027049131326,male,CFRA Equity Research,"('TMO', '2020 q1')",0.0
8350,ILMN,2020 q1,3520,0.5259075862245213,Mr. Puneet Souda,0.2161115606019386,male,SVB Leerink,"('ILMN', '2020 q1')",0.0
8351,TMO,2020 q1,3520,0.5470005347236575,Mr. Puneet Souda,0.1734207388009424,male,SVB Leerink,"('TMO', '2020 q1')",0.0
8352,WAT,2020 q1,3520,0.5224030506018946,Mr. Puneet Souda,0.192502598625825,male,SVB Leerink,"('WAT', '2020 q1')",0.0
8353,ILMN,2020 q1,3520,0.5259075862245213,Mr. David M. Westenberg,0.4956287870647078,male,Guggenheim Securities LLC,"('ILMN', '2020 q1')",0.0
8354,INCY,2020 q1,3520,0.437031828180578,Tazeen Ahmad,0.229089633255779,female,BofA Global Research,"('INCY', '2020 q1')",0.05593843758106232
8355,INCY,2020 q1,3520,0.437031828180578,"Dr. Andrew S. Berens, MD",0.1182316528059829,male,SVB Leerink,"('INCY', '2020 q1')",0.0
8356,INCY,2020 q1,3520,0.437031828180578,"Michael W. Schmidt, PHD",0.1411144742776776,male,Guggenheim Securities LLC,"('INCY', '2020 q1')",0.0
8357,INCY,2020 q1,3520,0.437031828180578,SADIF Research,0.9505891538288928,Not a person,Sadif Analytics Prime,"('INCY', '2020 q1')",0.9528167843818665
8358,LLY,2020 q1,3520,0.7242760685041912,SADIF Research,0.9890375898388992,Not a person,Sadif Analytics Prime,"('LLY', '2020 q1')",0.962156355381012
8359,IQV,2020 q1,3520,0.489234945327168,"Mr. Jack Meehan, CFA",0.1686743997115204,male,Barclays,"('IQV', '2020 q1')",0.0
8360,WAT,2020 q1,3520,0.5224030506018946,"Mr. Jack Meehan, CFA",0.2414867183058335,male,Barclays,"('WAT', '2020 q1')",0.0
8361,IQV,2020 q1,3520,0.489234945327168,Ms. Elizabeth Anderson,0.347616002689427,female,EVERCORE ISI,"('IQV', '2020 q1')",0.0
8362,IQV,2020 q1,3520,0.489234945327168,Sean W. Wieland,0.2544663953772061,male,Piper Sandler Companies,"('IQV', '2020 q1')",0.0
8363,IQV,2020 q1,3520,0.489234945327168,"Mr. Sandy Y. Draper, CFA",0.1725448478290876,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2020 q1')",0.0
8364,IQV,2020 q1,3520,0.489234945327168,"John C. Kreger, III",0.1624975923071643,male,William Blair & Company,"('IQV', '2020 q1')",0.0
8365,IQV,2020 q1,3520,0.489234945327168,Juan Avendano,0.2763257134944614,male,BofA Global Research,"('IQV', '2020 q1')",0.0
8366,IQV,2020 q1,3520,0.489234945327168,Stephen Baxter,0.2107064348942105,male,Wolfe Research,"('IQV', '2020 q1')",0.0
8367,JNJ,2020 q1,3520,0.6240895273048925,Mr. Matt S. Miksic,0.502395679386852,male,Credit Suisse,"('JNJ', '2020 q1')",0.0
8368,JNJ,2020 q1,3520,0.6240895273048925,Lawrence H. Biegelsen,0.342647554346129,male,"Wells Fargo Securities, LLC","('JNJ', '2020 q1')",0.0
8369,JNJ,2020 q1,3520,0.6240895273048925,Florent Cespedes,0.6153965592922486,male,Societe Generale,"('JNJ', '2020 q1')",0.0
8370,JNJ,2020 q1,3520,0.6240895273048925,"Kristen Stewart, CFA",0.2699533899915332,female,Barclays,"('JNJ', '2020 q1')",0.0
8371,JNJ,2020 q1,3520,0.6240895273048925,Acquisdata Research Team,0.7190219399190729,Not a person,Acquisdata,"('JNJ', '2020 q1')",0.0
8372,LLY,2020 q1,3520,0.7242760685041912,Acquisdata Research Team,0.6578164523934643,Not a person,Acquisdata,"('LLY', '2020 q1')",0.0
8373,PFE,2020 q1,3520,0.6552578913491973,Acquisdata Research Team,0.4954388381609613,Not a person,Acquisdata,"('PFE', '2020 q1')",0.0
8374,MRK,2020 q1,3520,0.5528700147012473,Mr. David R. Risinger,0.3856213962715055,male,Morgan Stanley,"('MRK', '2020 q1')",0.0
8375,PFE,2020 q1,3520,0.6552578913491973,Mr. David R. Risinger,0.857203602037125,male,Morgan Stanley,"('PFE', '2020 q1')",0.0
8376,MRK,2020 q1,3520,0.5528700147012473,"Dr. Daina Graybosch, PHD",0.3023549790426204,female,SVB Leerink,"('MRK', '2020 q1')",0.0
8377,MRK,2020 q1,3520,0.5528700147012473,Gianmarco Bonacina,0.3710727646619527,male,Equita SIM,"('MRK', '2020 q1')",0.0
8378,MRK,2020 q1,3520,0.5528700147012473,Mr. Seamus Fernandez,0.474473457965042,male,Guggenheim Securities LLC,"('MRK', '2020 q1')",0.0
8379,MTD,2020 q1,3520,0.7106595460050443,"Mr. Alex Morozov, CFA",0.895366912062241,male,"Morningstar, Inc.","('MTD', '2020 q1')",0.0
8380,TMO,2020 q1,3520,0.5470005347236575,"Mr. Alex Morozov, CFA",0.7015609990774975,male,"Morningstar, Inc.","('TMO', '2020 q1')",0.0
8381,MTD,2020 q1,3520,0.7106595460050443,Mr. Brandon Couillard,0.5228803159547644,male,Jefferies,"('MTD', '2020 q1')",0.0
8382,MYL,2020 q1,3520,0.5334350460050277,Ms. Soo Romanoff,0.5378841937821711,female,"Morningstar, Inc.","('MYL', '2020 q1')",0.0030163945630192757
8383,PRGO,2020 q1,3520,0.4850496521864241,Ms. Soo Romanoff,0.6731110020737608,female,"Morningstar, Inc.","('PRGO', '2020 q1')",0.0
8384,MYL,2020 q1,3520,0.5334350460050277,"Mr. Jason M. Gerberry, MBA",0.6943972633759169,male,BofA Global Research,"('MYL', '2020 q1')",0.03333333507180214
8385,MYL,2020 q1,3520,0.5334350460050277,Mr. Ken C. Cacciatore,0.4841712089187343,male,Cowen and Company,"('MYL', '2020 q1')",0.0
8386,MYL,2020 q1,3520,0.5334350460050277,Ms. Ami Fadia,0.2085752861063341,female,SVB Leerink,"('MYL', '2020 q1')",0.0
8387,PRGO,2020 q1,3520,0.4850496521864241,Ms. Ami Fadia,0.2593816963519082,female,SVB Leerink,"('PRGO', '2020 q1')",0.0
8388,MYL,2020 q1,3520,0.5334350460050277,David A. Amsellem,0.2522694291004724,male,Piper Sandler Companies,"('MYL', '2020 q1')",0.0
8389,MYL,2020 q1,3520,0.5334350460050277,Mr. Gregg Gilbert,0.4048188208832781,male,SunTrust Robinson Humphrey Capital Markets,"('MYL', '2020 q1')",0.0
8390,PRGO,2020 q1,3520,0.4850496521864241,Mr. Gregg Gilbert,0.389371231190041,male,SunTrust Robinson Humphrey Capital Markets,"('PRGO', '2020 q1')",0.026841402053833008
8391,PKI,2020 q1,3520,0.574169717294131,"Mr. Paul R. Knight, CFA",0.2736097357840091,male,Janney Montgomery Scott LLC,"('PKI', '2020 q1')",0.0
8392,TMO,2020 q1,3520,0.5470005347236575,"Mr. Paul R. Knight, CFA",0.1730067141260673,male,Janney Montgomery Scott LLC,"('TMO', '2020 q1')",0.0
8393,WAT,2020 q1,3520,0.5224030506018946,"Mr. Paul R. Knight, CFA",0.2526632773220479,male,Janney Montgomery Scott LLC,"('WAT', '2020 q1')",0.05575319565832615
8394,PRGO,2020 q1,3520,0.4850496521864241,Mr. David M. Steinberg,0.2389067017003336,male,Jefferies,"('PRGO', '2020 q1')",0.0
8395,PRGO,2020 q1,3520,0.4850496521864241,Mr. Jacob Hughes,0.3627403774537132,male,"Wells Fargo Securities, LLC","('PRGO', '2020 q1')",0.0
8396,PRGO,2020 q1,3520,0.4850496521864241,Steven Tepper,0.2973338538606908,male,I.B.I.,"('PRGO', '2020 q1')",0.0
8397,REGN,2020 q1,3520,0.4086243876508151,"Mr. John L. Newman, Ph.D., CFA, PHD",0.2497779105975484,male,Canaccord Genuity,"('REGN', '2020 q1')",0.0619213730096817
8398,TMO,2020 q1,3520,0.5470005347236575,Mr. Steve Beuchaw,0.3149947785080332,male,Wolfe Research,"('TMO', '2020 q1')",0.0
8399,WAT,2020 q1,3520,0.5224030506018946,Mr. Steve Beuchaw,0.3934284240802471,male,Wolfe Research,"('WAT', '2020 q1')",0.0
8400,TMO,2020 q1,3520,0.5470005347236575,Ms. Sung Ji Nam,0.2435593884976803,female,BTIG,"('TMO', '2020 q1')",0.023618090897798538
8401,TMO,2020 q1,3520,0.5470005347236575,Mr. Tycho W. Peterson,0.2377369868069291,male,JPMorgan,"('TMO', '2020 q1')",0.0
8402,VRTX,2020 q1,3520,0.1742297634730742,"Ms. Gena H. Wang, PhD, CFA, PHD",0.0327766837141922,female,Barclays,"('VRTX', '2020 q1')",0.016681771725416183
8403,VRTX,2020 q1,3520,0.1742297634730742,Mr. Andrew S. Fein,0.1930103928178319,male,"H.C. Wainwright & Co., LLC","('VRTX', '2020 q1')",0.01318361796438694
8404,VRTX,2020 q1,3520,0.1742297634730742,Edward A. Tenthoff,0.0529631443767681,male,Piper Sandler Companies,"('VRTX', '2020 q1')",0.0
8405,VRTX,2020 q1,3520,0.1742297634730742,Mr. Whitney Ijem,0.0831789398264271,male,Guggenheim Securities LLC,"('VRTX', '2020 q1')",0.0
8406,VRTX,2020 q1,3520,0.1742297634730742,Dr. Josh Schimmer,0.0358904084106773,male,EVERCORE ISI,"('VRTX', '2020 q1')",0.0
8407,VRTX,2020 q1,3520,0.1742297634730742,"Brian Abrahams, MD",0.0242005947842976,male,RBC Capital Markets,"('VRTX', '2020 q1')",0.0
8408,VRTX,2020 q1,3520,0.1742297634730742,"Mr. Jason McCarthy, PHD",0.0320694433819353,male,Maxim Group,"('VRTX', '2020 q1')",0.0
8409,ABBV,2020 q2,3520,0.4930954614214905,"Stephen M. Scala, CFA",0.1934746669670418,male,Cowen and Company,"('ABBV', '2020 q2')",0.0
8410,LLY,2020 q2,3520,0.723818944971791,"Stephen M. Scala, CFA",0.9348518681773824,male,Cowen and Company,"('LLY', '2020 q2')",0.0
8411,MRK,2020 q2,3520,0.6185557835204046,"Stephen M. Scala, CFA",0.700227653642741,male,Cowen and Company,"('MRK', '2020 q2')",0.0
8412,ABBV,2020 q2,3520,0.4930954614214905,"Mr. Damien Conover, CFA, CFA",0.7606202522821506,male,"Morningstar, Inc.","('ABBV', '2020 q2')",0.0
8413,ABBV,2020 q2,3520,0.4930954614214905,Mr. Geoffrey Porges,0.1531398509945709,male,SVB Leerink,"('ABBV', '2020 q2')",0.006252966821193695
8414,ALXN,2020 q2,3520,0.5251108115599951,Mr. Geoffrey Porges,0.2333825297166454,male,SVB Leerink,"('ALXN', '2020 q2')",0.0
8415,AMGN,2020 q2,3520,0.435845309827841,Mr. Geoffrey Porges,0.1083552146565832,male,SVB Leerink,"('AMGN', '2020 q2')",0.0
8416,REGN,2020 q2,3520,0.2433015027250995,Mr. Geoffrey Porges,0.0684341737804614,male,SVB Leerink,"('REGN', '2020 q2')",0.0
8417,VRTX,2020 q2,3520,0.3846966228124289,Mr. Geoffrey Porges,0.1510715224616753,male,SVB Leerink,"('VRTX', '2020 q2')",0.0
8418,ABBV,2020 q2,3520,0.4930954614214905,Mr. David R. Risinger,0.1221351698710848,male,Morgan Stanley,"('ABBV', '2020 q2')",0.005472838878631592
8419,LLY,2020 q2,3520,0.723818944971791,Mr. David R. Risinger,0.5288976434085354,male,Morgan Stanley,"('LLY', '2020 q2')",0.0
8420,MRK,2020 q2,3520,0.6185557835204046,Mr. David R. Risinger,0.2367114260603663,male,Morgan Stanley,"('MRK', '2020 q2')",0.0
8421,PRGO,2020 q2,3520,0.6680299709687876,Mr. David R. Risinger,0.4792309030437274,male,Morgan Stanley,"('PRGO', '2020 q2')",0.0
8422,ABBV,2020 q2,3520,0.4930954614214905,"Randall S. Stanicky, CFA",0.2811793558001252,male,RBC Capital Markets,"('ABBV', '2020 q2')",0.010859550597767035
8423,MRK,2020 q2,3520,0.6185557835204046,"Randall S. Stanicky, CFA",0.3831953260097878,male,RBC Capital Markets,"('MRK', '2020 q2')",0.011111111690600714
8424,PFE,2020 q2,3520,0.8376419086687474,"Randall S. Stanicky, CFA",0.8026912363501261,male,RBC Capital Markets,"('PFE', '2020 q2')",0.0
8425,PRGO,2020 q2,3520,0.6680299709687876,"Randall S. Stanicky, CFA",0.3121819963492035,male,RBC Capital Markets,"('PRGO', '2020 q2')",0.0
8426,ABBV,2020 q2,3520,0.4930954614214905,"Dr. Tim M. Anderson, MD",0.2495922022612031,male,Wolfe Research,"('ABBV', '2020 q2')",0.0
8427,AMGN,2020 q2,3520,0.435845309827841,"Dr. Tim M. Anderson, MD",0.1238644369162044,male,Wolfe Research,"('AMGN', '2020 q2')",0.0034649744629859924
8428,GILD,2020 q2,3520,0.389709943858794,"Dr. Tim M. Anderson, MD",0.2500999650535778,male,Wolfe Research,"('GILD', '2020 q2')",0.0
8429,LLY,2020 q2,3520,0.723818944971791,"Dr. Tim M. Anderson, MD",0.5504104690611528,male,Wolfe Research,"('LLY', '2020 q2')",0.01769457943737507
8430,MRK,2020 q2,3520,0.6185557835204046,"Dr. Tim M. Anderson, MD",0.3798539346872593,male,Wolfe Research,"('MRK', '2020 q2')",0.0
8431,REGN,2020 q2,3520,0.2433015027250995,"Dr. Tim M. Anderson, MD",0.0418330924547084,male,Wolfe Research,"('REGN', '2020 q2')",0.0
8432,ABBV,2020 q2,3520,0.4930954614214905,"Kevin Huang, CFA",0.5907016699977435,male,CFRA Equity Research,"('ABBV', '2020 q2')",0.0
8433,ALXN,2020 q2,3520,0.5251108115599951,"Kevin Huang, CFA",0.562044775865403,male,CFRA Equity Research,"('ALXN', '2020 q2')",0.0
8434,AMGN,2020 q2,3520,0.435845309827841,"Kevin Huang, CFA",0.5457547591070209,male,CFRA Equity Research,"('AMGN', '2020 q2')",0.0
8435,GILD,2020 q2,3520,0.389709943858794,"Kevin Huang, CFA",0.4921582524463217,male,CFRA Equity Research,"('GILD', '2020 q2')",0.0
8436,INCY,2020 q2,3520,0.2578898914087902,"Kevin Huang, CFA",0.3659106432912268,male,CFRA Equity Research,"('INCY', '2020 q2')",0.0
8437,REGN,2020 q2,3520,0.2433015027250995,"Kevin Huang, CFA",0.5480878854979312,male,CFRA Equity Research,"('REGN', '2020 q2')",0.0
8438,VRTX,2020 q2,3520,0.3846966228124289,"Kevin Huang, CFA",0.4635103394920823,male,CFRA Equity Research,"('VRTX', '2020 q2')",0.0
8439,ABBV,2020 q2,3520,0.4930954614214905,Mr. Marc H. Goodman,0.1292789124025891,male,SVB Leerink,"('ABBV', '2020 q2')",0.04185353219509125
8440,BIIB,2020 q2,3520,0.5488884636682607,Mr. Marc H. Goodman,0.302393979484276,male,SVB Leerink,"('BIIB', '2020 q2')",0.0
8441,ABBV,2020 q2,3520,0.4930954614214905,SADIF Research,0.9702581669570282,Not a person,Sadif Analytics Prime,"('ABBV', '2020 q2')",0.9550542235374451
8442,PFE,2020 q2,3520,0.8376419086687474,SADIF Research,0.9457827640030196,Not a person,Sadif Analytics Prime,"('PFE', '2020 q2')",0.9450467228889465
8443,PKI,2020 q2,3520,0.7128311333601323,SADIF Research,0.9340024978909413,Not a person,Sadif Analytics Prime,"('PKI', '2020 q2')",0.9542997479438782
8444,PRGO,2020 q2,3520,0.6680299709687876,SADIF Research,0.980642440468886,Not a person,Sadif Analytics Prime,"('PRGO', '2020 q2')",0.9506382346153259
8445,ABBV,2020 q2,3520,0.4930954614214905,Mr. Carter Gould,0.2358639091621892,male,Barclays,"('ABBV', '2020 q2')",0.0
8446,AMGN,2020 q2,3520,0.435845309827841,Mr. Carter Gould,0.6964227520840842,male,Barclays,"('AMGN', '2020 q2')",0.0
8447,MRK,2020 q2,3520,0.6185557835204046,Mr. Carter Gould,0.6434213456464419,male,Barclays,"('MRK', '2020 q2')",0.0
8448,PFE,2020 q2,3520,0.8376419086687474,Mr. Carter Gould,0.8167544534755389,male,Barclays,"('PFE', '2020 q2')",0.0
8449,ABBV,2020 q2,3520,0.4930954614214905,Mr. Geoff C. Meacham,0.1222673245102636,male,BofA Global Research,"('ABBV', '2020 q2')",0.0
8450,ALXN,2020 q2,3520,0.5251108115599951,Mr. Geoff C. Meacham,0.4173244024321229,male,BofA Global Research,"('ALXN', '2020 q2')",0.013021398335695267
8451,AMGN,2020 q2,3520,0.435845309827841,Mr. Geoff C. Meacham,0.1619274980008445,male,BofA Global Research,"('AMGN', '2020 q2')",0.006001766305416822
8452,BIIB,2020 q2,3520,0.5488884636682607,Mr. Geoff C. Meacham,0.3933249100541023,male,BofA Global Research,"('BIIB', '2020 q2')",0.0
8453,LLY,2020 q2,3520,0.723818944971791,Mr. Geoff C. Meacham,0.3577799430006117,male,BofA Global Research,"('LLY', '2020 q2')",0.0
8454,MRK,2020 q2,3520,0.6185557835204046,Mr. Geoff C. Meacham,0.4076206218212087,male,BofA Global Research,"('MRK', '2020 q2')",0.0
8455,REGN,2020 q2,3520,0.2433015027250995,Mr. Geoff C. Meacham,0.2000715234007388,male,BofA Global Research,"('REGN', '2020 q2')",0.010317657142877579
8456,VRTX,2020 q2,3520,0.3846966228124289,Mr. Geoff C. Meacham,0.1753200882344557,male,BofA Global Research,"('VRTX', '2020 q2')",0.0
8457,ALXN,2020 q2,3520,0.5251108115599951,Anna Baran,0.4915396693669252,female,"Morningstar, Inc.","('ALXN', '2020 q2')",0.0
8458,IQV,2020 q2,3520,0.7402027021729649,Anna Baran,0.8154876241059666,female,"Morningstar, Inc.","('IQV', '2020 q2')",0.0
8459,VRTX,2020 q2,3520,0.3846966228124289,Anna Baran,0.3192108300991555,female,"Morningstar, Inc.","('VRTX', '2020 q2')",0.0
8460,ALXN,2020 q2,3520,0.5251108115599951,"Dr. Martin Auster, M.D.",0.3808984038455557,male,Credit Suisse,"('ALXN', '2020 q2')",0.0
8461,ALXN,2020 q2,3520,0.5251108115599951,"Eun K. Yang, PHD",0.1843625153974752,female,Jefferies,"('ALXN', '2020 q2')",0.0
8462,ALXN,2020 q2,3520,0.5251108115599951,"Ms. Laura K. Chico, PHD",0.4137653290541043,female,Wedbush Securities Inc.,"('ALXN', '2020 q2')",0.007885398343205452
8463,ALXN,2020 q2,3520,0.5251108115599951,Mr. Yatin Suneja,0.5484117275045752,male,Guggenheim Securities LLC,"('ALXN', '2020 q2')",0.0
8464,ALXN,2020 q2,3520,0.5251108115599951,Ms. Robyn S. Karnauskas,0.3162689976221107,female,SunTrust Robinson Humphrey Capital Markets,"('ALXN', '2020 q2')",0.01008249819278717
8465,BIIB,2020 q2,3520,0.5488884636682607,Ms. Robyn S. Karnauskas,0.2747327587102072,female,SunTrust Robinson Humphrey Capital Markets,"('BIIB', '2020 q2')",0.0
8466,GILD,2020 q2,3520,0.389709943858794,Ms. Robyn S. Karnauskas,0.2104465010443903,female,SunTrust Robinson Humphrey Capital Markets,"('GILD', '2020 q2')",0.0
8467,ALXN,2020 q2,3520,0.5251108115599951,Mr. Matthew K. Harrison,0.330353281653829,male,Morgan Stanley,"('ALXN', '2020 q2')",0.02146180346608162
8468,AMGN,2020 q2,3520,0.435845309827841,Mr. Matthew K. Harrison,0.1274285492051166,male,Morgan Stanley,"('AMGN', '2020 q2')",0.0
8469,BIIB,2020 q2,3520,0.5488884636682607,Mr. Matthew K. Harrison,0.8873254614711303,male,Morgan Stanley,"('BIIB', '2020 q2')",0.0
8470,REGN,2020 q2,3520,0.2433015027250995,Mr. Matthew K. Harrison,0.1169064465029058,male,Morgan Stanley,"('REGN', '2020 q2')",0.0
8471,VRTX,2020 q2,3520,0.3846966228124289,Mr. Matthew K. Harrison,0.1377853642729171,male,Morgan Stanley,"('VRTX', '2020 q2')",0.0
8472,AMGN,2020 q2,3520,0.435845309827841,"Dr. James W. Birchenough, MD",0.115756000847529,male,"Wells Fargo Securities, LLC","('AMGN', '2020 q2')",0.0
8473,AMGN,2020 q2,3520,0.435845309827841,"Yaron Werber, MD",0.0637098271612142,male,Cowen and Company,"('AMGN', '2020 q2')",0.0
8474,AMGN,2020 q2,3520,0.435845309827841,Ms. Akansha Agarwal,0.6387666170858365,female,Crispidea,"('AMGN', '2020 q2')",0.0
8475,PFE,2020 q2,3520,0.8376419086687474,Ms. Akansha Agarwal,0.7018858898304605,female,Crispidea,"('PFE', '2020 q2')",0.03333333507180214
8476,AMGN,2020 q2,3520,0.435845309827841,Mr. Christopher J. Raymond,0.4535291622887539,male,Piper Sandler Companies,"('AMGN', '2020 q2')",0.0
8477,REGN,2020 q2,3520,0.2433015027250995,Mr. Christopher J. Raymond,0.0675045364321551,male,Piper Sandler Companies,"('REGN', '2020 q2')",0.017172250896692276
8478,AMGN,2020 q2,3520,0.435845309827841,"Ms. Karen Andersen, CFA",0.6327059882777696,female,"Morningstar, Inc.","('AMGN', '2020 q2')",0.008333333767950535
8479,BIIB,2020 q2,3520,0.5488884636682607,"Ms. Karen Andersen, CFA",0.4953700537672973,female,"Morningstar, Inc.","('BIIB', '2020 q2')",0.0
8480,GILD,2020 q2,3520,0.389709943858794,"Ms. Karen Andersen, CFA",0.5003493123478168,female,"Morningstar, Inc.","('GILD', '2020 q2')",0.00593894999474287
8481,INCY,2020 q2,3520,0.2578898914087902,"Ms. Karen Andersen, CFA",0.297914835141485,female,"Morningstar, Inc.","('INCY', '2020 q2')",0.0
8482,REGN,2020 q2,3520,0.2433015027250995,"Ms. Karen Andersen, CFA",0.4269167348429562,female,"Morningstar, Inc.","('REGN', '2020 q2')",0.0
8483,AMGN,2020 q2,3520,0.435845309827841,"Kennen MacKay, PHD",0.1162883478494812,male,RBC Capital Markets,"('AMGN', '2020 q2')",0.0
8484,AMGN,2020 q2,3520,0.435845309827841,Mr. Evan Seigerman,0.1548531112250305,male,Credit Suisse,"('AMGN', '2020 q2')",0.0
8485,VRTX,2020 q2,3520,0.3846966228124289,Mr. Evan Seigerman,0.1583621034514703,male,Credit Suisse,"('VRTX', '2020 q2')",0.0
8486,AMGN,2020 q2,3520,0.435845309827841,"Michael W. Schmidt, PHD",0.0936347145430144,male,Guggenheim Securities LLC,"('AMGN', '2020 q2')",0.0
8487,BMY,2020 q2,3520,0.0,"Mr. Damien Conover, CFA",,male,"Morningstar, Inc.","('BMY', '2020 q2')",0.0
8488,JNJ,2020 q2,3520,0.6273585994503093,"Mr. Damien Conover, CFA",0.5037336987182207,male,"Morningstar, Inc.","('JNJ', '2020 q2')",0.00542091644768204
8489,LLY,2020 q2,3520,0.723818944971791,"Mr. Damien Conover, CFA",0.701311582411961,male,"Morningstar, Inc.","('LLY', '2020 q2')",0.0
8490,MRK,2020 q2,3520,0.6185557835204046,"Mr. Damien Conover, CFA",0.6764276906396349,male,"Morningstar, Inc.","('MRK', '2020 q2')",0.0
8491,PFE,2020 q2,3520,0.8376419086687474,"Mr. Damien Conover, CFA",0.6730180882126158,male,"Morningstar, Inc.","('PFE', '2020 q2')",0.0
8492,GILD,2020 q2,3520,0.389709943858794,"Mr. Jason McCarthy, PHD",0.171686264607112,male,Maxim Group,"('GILD', '2020 q2')",0.0
8493,ILMN,2020 q2,3520,0.6721482400683119,"Ms. Julie Utterback, CFA",0.6473972765373227,female,"Morningstar, Inc.","('ILMN', '2020 q2')",0.0
8494,PKI,2020 q2,3520,0.7128311333601323,"Ms. Julie Utterback, CFA",0.6209924320206764,female,"Morningstar, Inc.","('PKI', '2020 q2')",0.0
8495,WAT,2020 q2,3520,0.6638079032353462,"Ms. Julie Utterback, CFA",0.9007644441549012,female,"Morningstar, Inc.","('WAT', '2020 q2')",0.0
8496,ILMN,2020 q2,3520,0.6721482400683119,Sel Hardy,0.565545216009431,female,CFRA Equity Research,"('ILMN', '2020 q2')",0.0
8497,IQV,2020 q2,3520,0.7402027021729649,Sel Hardy,0.8573764731007245,female,CFRA Equity Research,"('IQV', '2020 q2')",0.0
8498,JNJ,2020 q2,3520,0.6273585994503093,Sel Hardy,0.5762486711924422,female,CFRA Equity Research,"('JNJ', '2020 q2')",0.0
8499,LLY,2020 q2,3520,0.723818944971791,Sel Hardy,0.6998011939975436,female,CFRA Equity Research,"('LLY', '2020 q2')",0.0
8500,MRK,2020 q2,3520,0.6185557835204046,Sel Hardy,0.6741866120466913,female,CFRA Equity Research,"('MRK', '2020 q2')",0.0
8501,MTD,2020 q2,3520,0.7019208643558679,Sel Hardy,0.7786185438830411,female,CFRA Equity Research,"('MTD', '2020 q2')",0.0
8502,MYL,2020 q2,3520,0.5539750053391841,Sel Hardy,0.4799679391134598,female,CFRA Equity Research,"('MYL', '2020 q2')",0.0
8503,PFE,2020 q2,3520,0.8376419086687474,Sel Hardy,0.6954355218789158,female,CFRA Equity Research,"('PFE', '2020 q2')",0.0
8504,PKI,2020 q2,3520,0.7128311333601323,Sel Hardy,0.6420359596466444,female,CFRA Equity Research,"('PKI', '2020 q2')",0.0
8505,PRGO,2020 q2,3520,0.6680299709687876,Sel Hardy,0.6503677007884635,female,CFRA Equity Research,"('PRGO', '2020 q2')",0.0
8506,TMO,2020 q2,3520,0.6373985861321183,Sel Hardy,0.5411693694113825,female,CFRA Equity Research,"('TMO', '2020 q2')",0.0
8507,WAT,2020 q2,3520,0.6638079032353462,Sel Hardy,0.6215449148120387,female,CFRA Equity Research,"('WAT', '2020 q2')",0.0
8508,ILMN,2020 q2,3520,0.6721482400683119,Derik De Bruin,0.6489198847623922,male,BofA Global Research,"('ILMN', '2020 q2')",0.03333333507180214
8509,MTD,2020 q2,3520,0.7019208643558679,Derik De Bruin,0.5302719600305806,male,BofA Global Research,"('MTD', '2020 q2')",0.01666666753590107
8510,PKI,2020 q2,3520,0.7128311333601323,Derik De Bruin,0.690506501966717,male,BofA Global Research,"('PKI', '2020 q2')",0.03333333507180214
8511,TMO,2020 q2,3520,0.6373985861321183,Derik De Bruin,0.6387814707520879,male,BofA Global Research,"('TMO', '2020 q2')",0.03333333507180214
8512,WAT,2020 q2,3520,0.6638079032353462,Derik De Bruin,0.6807677826642848,male,BofA Global Research,"('WAT', '2020 q2')",0.03333333507180214
8513,ILMN,2020 q2,3520,0.6721482400683119,Mr. Max Masucci,0.387593562881123,male,Canaccord Genuity,"('ILMN', '2020 q2')",0.0
8514,ILMN,2020 q2,3520,0.6721482400683119,Mr. Puneet Souda,0.3141430778751386,male,SVB Leerink,"('ILMN', '2020 q2')",0.0
8515,TMO,2020 q2,3520,0.6373985861321183,Mr. Puneet Souda,0.2829943700565622,male,SVB Leerink,"('TMO', '2020 q2')",0.0
8516,WAT,2020 q2,3520,0.6638079032353462,Mr. Puneet Souda,0.2774354880857719,male,SVB Leerink,"('WAT', '2020 q2')",0.0
8517,ILMN,2020 q2,3520,0.6721482400683119,Mr. Daniel L. Leonard,0.4386906853270284,male,"Wells Fargo Securities, LLC","('ILMN', '2020 q2')",0.0
8518,IQV,2020 q2,3520,0.7402027021729649,Mr. Daniel L. Leonard,0.3587118973480196,male,"Wells Fargo Securities, LLC","('IQV', '2020 q2')",0.0
8519,MTD,2020 q2,3520,0.7019208643558679,Mr. Daniel L. Leonard,0.4185221108580591,male,"Wells Fargo Securities, LLC","('MTD', '2020 q2')",0.0
8520,PKI,2020 q2,3520,0.7128311333601323,Mr. Daniel L. Leonard,0.3998812960876307,male,"Wells Fargo Securities, LLC","('PKI', '2020 q2')",0.030534060671925545
8521,TMO,2020 q2,3520,0.6373985861321183,Mr. Daniel L. Leonard,0.2759136800742294,male,"Wells Fargo Securities, LLC","('TMO', '2020 q2')",0.05027029663324356
8522,WAT,2020 q2,3520,0.6638079032353462,Mr. Daniel L. Leonard,0.4098705788968531,male,"Wells Fargo Securities, LLC","('WAT', '2020 q2')",0.0
8523,ILMN,2020 q2,3520,0.6721482400683119,Mr. Douglas A. Schenkel,0.7612123821952171,male,Cowen and Company,"('ILMN', '2020 q2')",0.0
8524,TMO,2020 q2,3520,0.6373985861321183,Mr. Douglas A. Schenkel,0.7301240065575132,male,Cowen and Company,"('TMO', '2020 q2')",0.0
8525,WAT,2020 q2,3520,0.6638079032353462,Mr. Douglas A. Schenkel,0.7805239952358763,male,Cowen and Company,"('WAT', '2020 q2')",0.0
8526,ILMN,2020 q2,3520,0.6721482400683119,Mr. David M. Westenberg,0.6497605922724233,male,Guggenheim Securities LLC,"('ILMN', '2020 q2')",0.0
8527,INCY,2020 q2,3520,0.2578898914087902,Mr. Vikram Purohit,0.1649099844165781,male,Morgan Stanley,"('INCY', '2020 q2')",0.0
8528,INCY,2020 q2,3520,0.2578898914087902,Tazeen Ahmad,0.1843184039719868,female,BofA Global Research,"('INCY', '2020 q2')",0.017027925699949265
8529,INCY,2020 q2,3520,0.2578898914087902,"Mr. Tyler M. Van Buren, M.SC",0.0984704358695384,male,Piper Sandler Companies,"('INCY', '2020 q2')",0.0
8530,INCY,2020 q2,3520,0.2578898914087902,"Dr. Andrew S. Berens, MD",0.0849571868871787,male,SVB Leerink,"('INCY', '2020 q2')",0.04138655960559845
8531,IQV,2020 q2,3520,0.7402027021729649,Ms. Elizabeth Anderson,0.8184020810701147,female,EVERCORE ISI,"('IQV', '2020 q2')",0.0
8532,IQV,2020 q2,3520,0.7402027021729649,Sean W. Wieland,0.2888616347999211,male,Piper Sandler Companies,"('IQV', '2020 q2')",0.0
8533,IQV,2020 q2,3520,0.7402027021729649,"Mr. Sandy Y. Draper, CFA",0.3895937686391857,male,SunTrust Robinson Humphrey Capital Markets,"('IQV', '2020 q2')",0.0
8534,IQV,2020 q2,3520,0.7402027021729649,Ms. Erin E. Wright,0.4649766886359515,female,Credit Suisse,"('IQV', '2020 q2')",0.0
8535,IQV,2020 q2,3520,0.7402027021729649,George R. Hill,0.7999987915150469,male,Deutsche Bank,"('IQV', '2020 q2')",0.0
8536,IQV,2020 q2,3520,0.7402027021729649,Juan Avendano,0.57525768627218,male,BofA Global Research,"('IQV', '2020 q2')",0.0
8537,IQV,2020 q2,3520,0.7402027021729649,"John C. Kreger, III",0.3988847052607962,male,William Blair & Company,"('IQV', '2020 q2')",0.0
8538,IQV,2020 q2,3520,0.7402027021729649,Mr. Lee Lueder,0.7572605313855825,male,Deutsche Bank,"('IQV', '2020 q2')",0.0
8539,JNJ,2020 q2,3520,0.6273585994503093,Acquisdata Research Team,0.7291873570719138,Not a person,Acquisdata,"('JNJ', '2020 q2')",0.0
8540,MRK,2020 q2,3520,0.6185557835204046,Acquisdata Research Team,0.4781443202545003,Not a person,Acquisdata,"('MRK', '2020 q2')",0.0
8541,JNJ,2020 q2,3520,0.6273585994503093,Mr. Matt S. Miksic,0.412989576504221,male,Credit Suisse,"('JNJ', '2020 q2')",0.0
8542,JNJ,2020 q2,3520,0.6273585994503093,Florent Cespedes,0.8419293474331166,male,Societe Generale,"('JNJ', '2020 q2')",0.0
8543,JNJ,2020 q2,3520,0.6273585994503093,Ms. Danielle J. Antalffy,0.5396901968328737,female,SVB Leerink,"('JNJ', '2020 q2')",0.0
8544,JNJ,2020 q2,3520,0.6273585994503093,"Joshua T. Jennings, MD",0.3160062796406958,male,Cowen and Company,"('JNJ', '2020 q2')",0.0
8545,JNJ,2020 q2,3520,0.6273585994503093,Lawrence H. Biegelsen,0.2331023672030812,male,"Wells Fargo Securities, LLC","('JNJ', '2020 q2')",0.01988339175780614
8546,JNJ,2020 q2,3520,0.6273585994503093,"Kristen Stewart, CFA",0.2764596387004531,female,Barclays,"('JNJ', '2020 q2')",0.0
8547,LLY,2020 q2,3520,0.723818944971791,Mr. Seamus Fernandez,0.5612766730371951,male,Guggenheim Securities LLC,"('LLY', '2020 q2')",0.0
8548,MRK,2020 q2,3520,0.6185557835204046,Mr. Seamus Fernandez,0.2442136525832392,male,Guggenheim Securities LLC,"('MRK', '2020 q2')",0.0
8549,MRK,2020 q2,3520,0.6185557835204046,"Dr. Daina Graybosch, PHD",0.3064015249195962,female,SVB Leerink,"('MRK', '2020 q2')",0.0
8550,MTD,2020 q2,3520,0.7019208643558679,Mr. Aaron Degagne,0.6071546110068163,male,"Morningstar, Inc.","('MTD', '2020 q2')",0.0
8551,MTD,2020 q2,3520,0.7019208643558679,Mr. Steve Beuchaw,0.6060494939982763,male,Wolfe Research,"('MTD', '2020 q2')",0.0
8552,TMO,2020 q2,3520,0.6373985861321183,Mr. Steve Beuchaw,0.392915716685679,male,Wolfe Research,"('TMO', '2020 q2')",0.0
8553,MTD,2020 q2,3520,0.7019208643558679,Mr. Vijay M. Kumar,0.5855425194202732,male,EVERCORE ISI,"('MTD', '2020 q2')",0.0
8554,PKI,2020 q2,3520,0.7128311333601323,Mr. Vijay M. Kumar,0.4578536613456676,male,EVERCORE ISI,"('PKI', '2020 q2')",0.0
8555,MTD,2020 q2,3520,0.7019208643558679,"Mr. Alex Morozov, CFA",0.6346668230283925,male,"Morningstar, Inc.","('MTD', '2020 q2')",0.0
8556,TMO,2020 q2,3520,0.6373985861321183,"Mr. Alex Morozov, CFA",0.6453849694987122,male,"Morningstar, Inc.","('TMO', '2020 q2')",0.0
8557,MYL,2020 q2,3520,0.5539750053391841,Mr. Gregg Gilbert,0.5150988665079458,male,SunTrust Robinson Humphrey Capital Markets,"('MYL', '2020 q2')",0.0
8558,PRGO,2020 q2,3520,0.6680299709687876,Mr. Gregg Gilbert,0.3841198182021197,male,SunTrust Robinson Humphrey Capital Markets,"('PRGO', '2020 q2')",0.0
8559,MYL,2020 q2,3520,0.5539750053391841,Ms. Soo Romanoff,0.5866576282558943,female,"Morningstar, Inc.","('MYL', '2020 q2')",0.007689218036830425
8560,PRGO,2020 q2,3520,0.6680299709687876,Ms. Soo Romanoff,0.748241903226469,female,"Morningstar, Inc.","('PRGO', '2020 q2')",0.0
8561,PRGO,2020 q2,3520,0.6680299709687876,Mr. Jacob Hughes,0.3504420549243773,male,"Wells Fargo Securities, LLC","('PRGO', '2020 q2')",0.0
8562,REGN,2020 q2,3520,0.2433015027250995,"Mr. Jonathan W. Chang, PHD",0.0570840297043387,male,SVB Leerink,"('REGN', '2020 q2')",0.0
8563,REGN,2020 q2,3520,0.2433015027250995,"Mr. Aydin Huseynov, MD",0.0517445401182104,male,The Benchmark Company LLC,"('REGN', '2020 q2')",0.009034491144120693
8564,REGN,2020 q2,3520,0.2433015027250995,"Mr. John L. Newman, Ph.D., CFA, PHD",0.0856051697531235,male,Canaccord Genuity,"('REGN', '2020 q2')",0.05264587700366974
8565,REGN,2020 q2,3520,0.2433015027250995,Mr. Biren Amin,0.0362640232256346,male,Jefferies,"('REGN', '2020 q2')",0.0
8566,REGN,2020 q2,3520,0.2433015027250995,"Dr. Jim W. Birchenough, MD",0.1569951605336808,male,"Wells Fargo Securities, LLC","('REGN', '2020 q2')",0.0
8567,TMO,2020 q2,3520,0.6373985861321183,"Mr. Dan Brennan, CFA",0.5793178092505238,male,UBS Equities,"('TMO', '2020 q2')",0.017321216563383736
8568,TMO,2020 q2,3520,0.6373985861321183,Ms. Sung Ji Nam,0.4452414185397006,female,BTIG,"('TMO', '2020 q2')",0.0
8569,VRTX,2020 q2,3520,0.3846966228124289,Liisa A. Bayko,0.3339390450566629,female,JMP Securities,"('VRTX', '2020 q2')",0.011074590496718884
8570,VRTX,2020 q2,3520,0.3846966228124289,Mr. Andrew S. Fein,0.1597063765948324,male,"H.C. Wainwright & Co., LLC","('VRTX', '2020 q2')",0.0
8571,VRTX,2020 q2,3520,0.3846966228124289,Mr. Whitney Ijem,0.1006790727832295,male,Guggenheim Securities LLC,"('VRTX', '2020 q2')",0.0
8572,VRTX,2020 q2,3520,0.3846966228124289,"Brian Abrahams, MD",0.4760225359240197,male,RBC Capital Markets,"('VRTX', '2020 q2')",0.0
8573,VRTX,2020 q2,3520,0.3846966228124289,"Mr. Phil M. Nadeau, PHD",0.1076227268394639,male,Cowen and Company,"('VRTX', '2020 q2')",0.0
8574,VRTX,2020 q2,3520,0.3846966228124289,"Ms. Gena H. Wang, PhD, CFA, PHD",0.5190859531731574,female,Barclays,"('VRTX', '2020 q2')",0.0
8575,WAT,2020 q2,3520,0.6638079032353462,Mr. Brandon Couillard,0.3461124104243117,male,Jefferies,"('WAT', '2020 q2')",0.0
8576,WAT,2020 q2,3520,0.6638079032353462,"Mr. Paul R. Knight, CFA",0.3048433707257856,male,Janney Montgomery Scott LLC,"('WAT', '2020 q2')",0.088300921022892
8577,ALB,2018 q4,1510,0.6009604082399705,Mr. Seth Goldstein,0.4434859601538073,male,"Morningstar, Inc.","('ALB', '2018 q4')",0.0008938702969596937
8578,CE,2018 q4,1510,0.5526063870808513,Mr. Seth Goldstein,0.5044832662928826,male,"Morningstar, Inc.","('CE', '2018 q4')",0.0
8579,CF,2018 q4,1510,0.4700917358786382,Mr. Seth Goldstein,0.3079390283379914,male,"Morningstar, Inc.","('CF', '2018 q4')",0.0
8580,DD,2018 q4,1510,0.578938780890688,Mr. Seth Goldstein,0.6907158468749605,male,"Morningstar, Inc.","('DD', '2018 q4')",0.0
8581,ECL,2018 q4,1510,0.6390882118421377,Mr. Seth Goldstein,0.7815713520675012,male,"Morningstar, Inc.","('ECL', '2018 q4')",0.0
8582,EMN,2018 q4,1510,0.6426522530074782,Mr. Seth Goldstein,0.5118869440513578,male,"Morningstar, Inc.","('EMN', '2018 q4')",0.0
8583,FCX,2018 q4,1510,0.4817858304517556,Mr. Seth Goldstein,0.4883007550038059,male,"Morningstar, Inc.","('FCX', '2018 q4')",0.0
8584,FMC,2018 q4,1510,0.6177471217206474,Mr. Seth Goldstein,0.556987337364369,male,"Morningstar, Inc.","('FMC', '2018 q4')",0.0
8585,MOS,2018 q4,1510,0.5324891625087924,Mr. Seth Goldstein,0.3702901397094561,male,"Morningstar, Inc.","('MOS', '2018 q4')",0.0
8586,ALB,2018 q4,1510,0.6009604082399705,Mr. James M. Sheehan,0.337019306957656,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2018 q4')",0.016343412920832634
8587,APD,2018 q4,1510,0.7541107523967773,Mr. James M. Sheehan,0.3758011866600285,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2018 q4')",0.0
8588,CE,2018 q4,1510,0.5526063870808513,Mr. James M. Sheehan,0.3271426400359257,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2018 q4')",0.0
8589,DD,2018 q4,1510,0.578938780890688,Mr. James M. Sheehan,0.2381491923684857,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2018 q4')",0.0
8590,EMN,2018 q4,1510,0.6426522530074782,Mr. James M. Sheehan,0.2376791253026,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2018 q4')",0.0
8591,FMC,2018 q4,1510,0.6177471217206474,Mr. James M. Sheehan,0.1972411055691108,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2018 q4')",0.0
8592,LYB,2018 q4,1510,0.3946017189887845,Mr. James M. Sheehan,0.1550251071889165,male,SunTrust Robinson Humphrey Capital Markets,"('LYB', '2018 q4')",0.0
8593,PPG,2018 q4,1510,0.6981634890235141,Mr. James M. Sheehan,0.3437290850841372,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2018 q4')",0.0
8594,ALB,2018 q4,1510,0.6009604082399705,Alexandre Falcao,0.3306811872610428,male,HSBC,"('ALB', '2018 q4')",0.0
8595,ALB,2018 q4,1510,0.6009604082399705,"David L. Begleiter, CFA",0.2867822129912166,male,Deutsche Bank,"('ALB', '2018 q4')",0.0
8596,CE,2018 q4,1510,0.5526063870808513,"David L. Begleiter, CFA",0.7497347114353377,male,Deutsche Bank,"('CE', '2018 q4')",0.0
8597,DD,2018 q4,1510,0.578938780890688,"David L. Begleiter, CFA",0.264447584480447,male,Deutsche Bank,"('DD', '2018 q4')",0.0
8598,ECL,2018 q4,1510,0.6390882118421377,"David L. Begleiter, CFA",0.459411751526291,male,Deutsche Bank,"('ECL', '2018 q4')",0.0
8599,EMN,2018 q4,1510,0.6426522530074782,"David L. Begleiter, CFA",0.660267820193087,male,Deutsche Bank,"('EMN', '2018 q4')",0.0
8600,LIN,2018 q4,1510,0.6010703407676206,"David L. Begleiter, CFA",0.6372899537123149,male,Deutsche Bank,"('LIN', '2018 q4')",0.0
8601,LYB,2018 q4,1510,0.3946017189887845,"David L. Begleiter, CFA",0.1987229989744279,male,Deutsche Bank,"('LYB', '2018 q4')",0.0
8602,PPG,2018 q4,1510,0.6981634890235141,"David L. Begleiter, CFA",0.6950816991174138,male,Deutsche Bank,"('PPG', '2018 q4')",0.0
8603,ALB,2018 q4,1510,0.6009604082399705,SADIF Research,0.9630353162958792,Not a person,Sadif Analytics Prime,"('ALB', '2018 q4')",0.9464365839958191
8604,APD,2018 q4,1510,0.7541107523967773,SADIF Research,0.9546546296931426,Not a person,Sadif Analytics Prime,"('APD', '2018 q4')",0.9165076017379761
8605,EMN,2018 q4,1510,0.6426522530074782,SADIF Research,0.9792111394798886,Not a person,Sadif Analytics Prime,"('EMN', '2018 q4')",0.9548180401325226
8606,IP,2018 q4,1510,0.6505340818444042,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('IP', '2018 q4')",0.9739230275154114
8607,MOS,2018 q4,1510,0.5324891625087924,SADIF Research,0.9581575863971912,Not a person,Sadif Analytics Prime,"('MOS', '2018 q4')",0.9337432980537415
8608,NEM,2018 q4,1510,0.6579692135947162,SADIF Research,0.9587085560046746,Not a person,Sadif Analytics Prime,"('NEM', '2018 q4')",0.9413158297538757
8609,ALB,2018 q4,1510,0.6009604082399705,Christopher B. Muir,0.6612177446739697,male,CFRA Equity Research,"('ALB', '2018 q4')",0.0
8610,CE,2018 q4,1510,0.5526063870808513,Christopher B. Muir,0.4822368210721137,male,CFRA Equity Research,"('CE', '2018 q4')",0.0
8611,CF,2018 q4,1510,0.4700917358786382,Christopher B. Muir,0.4573427137087867,male,CFRA Equity Research,"('CF', '2018 q4')",0.0
8612,DD,2018 q4,1510,0.578938780890688,Christopher B. Muir,0.57848848646485,male,CFRA Equity Research,"('DD', '2018 q4')",0.0
8613,ECL,2018 q4,1510,0.6390882118421377,Christopher B. Muir,0.7997332658688441,male,CFRA Equity Research,"('ECL', '2018 q4')",0.0
8614,EMN,2018 q4,1510,0.6426522530074782,Christopher B. Muir,0.5406860508582845,male,CFRA Equity Research,"('EMN', '2018 q4')",0.0
8615,FMC,2018 q4,1510,0.6177471217206474,Christopher B. Muir,0.6565432379669525,male,CFRA Equity Research,"('FMC', '2018 q4')",0.0
8616,LYB,2018 q4,1510,0.3946017189887845,Christopher B. Muir,0.5742821664462073,male,CFRA Equity Research,"('LYB', '2018 q4')",0.0
8617,MOS,2018 q4,1510,0.5324891625087924,Christopher B. Muir,0.459236748921586,male,CFRA Equity Research,"('MOS', '2018 q4')",0.0
8618,PPG,2018 q4,1510,0.6981634890235141,Christopher B. Muir,0.7414646781506594,male,CFRA Equity Research,"('PPG', '2018 q4')",0.0
8619,SHW,2018 q4,1510,0.6539684227181897,Christopher B. Muir,0.8036303879577151,male,CFRA Equity Research,"('SHW', '2018 q4')",0.0
8620,APD,2018 q4,1510,0.7541107523967773,Mr. Keith Schoonmaker,0.6184046175399445,male,"Morningstar, Inc.","('APD', '2018 q4')",0.0
8621,LIN,2018 q4,1510,0.6010703407676206,Mr. Keith Schoonmaker,0.623480370196982,male,"Morningstar, Inc.","('LIN', '2018 q4')",0.0
8622,APD,2018 q4,1510,0.7541107523967773,Mr. Christopher S. Parkinson,0.6178017422146372,male,Credit Suisse,"('APD', '2018 q4')",0.0
8623,CF,2018 q4,1510,0.4700917358786382,Mr. Christopher S. Parkinson,0.2943504039380364,male,Credit Suisse,"('CF', '2018 q4')",0.013656224124133587
8624,DD,2018 q4,1510,0.578938780890688,Mr. Christopher S. Parkinson,0.2150779800927788,male,Credit Suisse,"('DD', '2018 q4')",0.0
8625,ECL,2018 q4,1510,0.6390882118421377,Mr. Christopher S. Parkinson,0.4298601271150907,male,Credit Suisse,"('ECL', '2018 q4')",0.0
8626,FMC,2018 q4,1510,0.6177471217206474,Mr. Christopher S. Parkinson,0.3193540535995188,male,Credit Suisse,"('FMC', '2018 q4')",0.0
8627,MOS,2018 q4,1510,0.5324891625087924,Mr. Christopher S. Parkinson,0.286935490443555,male,Credit Suisse,"('MOS', '2018 q4')",0.0
8628,PPG,2018 q4,1510,0.6981634890235141,Mr. Christopher S. Parkinson,0.4591819791602097,male,Credit Suisse,"('PPG', '2018 q4')",0.0
8629,SHW,2018 q4,1510,0.6539684227181897,Mr. Christopher S. Parkinson,0.454300964528161,male,Credit Suisse,"('SHW', '2018 q4')",0.0
8630,APD,2018 q4,1510,0.7541107523967773,Krzysztof Smalec,0.5935639775354401,male,"Morningstar, Inc.","('APD', '2018 q4')",0.0
8631,LIN,2018 q4,1510,0.6010703407676206,Krzysztof Smalec,0.5791935984714788,male,"Morningstar, Inc.","('LIN', '2018 q4')",0.0
8632,APD,2018 q4,1510,0.7541107523967773,"Steve Byrne, CFA",0.4079808473542696,male,BofA Global Research,"('APD', '2018 q4')",0.028640439733862877
8633,CF,2018 q4,1510,0.4700917358786382,"Steve Byrne, CFA",0.2764030638740274,male,BofA Global Research,"('CF', '2018 q4')",0.0
8634,DD,2018 q4,1510,0.578938780890688,"Steve Byrne, CFA",0.2193997545418731,male,BofA Global Research,"('DD', '2018 q4')",0.0
8635,LIN,2018 q4,1510,0.6010703407676206,"Steve Byrne, CFA",0.5828322840921111,male,BofA Global Research,"('LIN', '2018 q4')",0.0
8636,LYB,2018 q4,1510,0.3946017189887845,"Steve Byrne, CFA",0.2198724875950144,male,BofA Global Research,"('LYB', '2018 q4')",0.0
8637,MOS,2018 q4,1510,0.5324891625087924,"Steve Byrne, CFA",0.3035484724778936,male,BofA Global Research,"('MOS', '2018 q4')",0.0
8638,PPG,2018 q4,1510,0.6981634890235141,"Steve Byrne, CFA",0.4214606307017458,male,BofA Global Research,"('PPG', '2018 q4')",0.0
8639,SHW,2018 q4,1510,0.6539684227181897,"Steve Byrne, CFA",0.3898607129592032,male,BofA Global Research,"('SHW', '2018 q4')",0.0
8640,APD,2018 q4,1510,0.7541107523967773,Duffy Fischer,0.6404254334013678,male,Barclays,"('APD', '2018 q4')",0.0
8641,CE,2018 q4,1510,0.5526063870808513,Duffy Fischer,0.5592262624973072,male,Barclays,"('CE', '2018 q4')",0.0
8642,DD,2018 q4,1510,0.578938780890688,Duffy Fischer,0.4253423769286026,male,Barclays,"('DD', '2018 q4')",0.0
8643,EMN,2018 q4,1510,0.6426522530074782,Duffy Fischer,0.6990574100608707,male,Barclays,"('EMN', '2018 q4')",0.0
8644,SHW,2018 q4,1510,0.6539684227181897,Duffy Fischer,0.552487813986381,male,Barclays,"('SHW', '2018 q4')",0.0
8645,APD,2018 q4,1510,0.7541107523967773,Matthew Miller,0.7731417930315321,male,CFRA Equity Research,"('APD', '2018 q4')",0.0
8646,FCX,2018 q4,1510,0.4817858304517556,Matthew Miller,0.4956402382523887,male,CFRA Equity Research,"('FCX', '2018 q4')",0.0
8647,IFF,2018 q4,1510,0.7565944661268195,Matthew Miller,0.7954744496214085,male,CFRA Equity Research,"('IFF', '2018 q4')",0.0
8648,IP,2018 q4,1510,0.6505340818444042,Matthew Miller,0.4650274258650786,male,CFRA Equity Research,"('IP', '2018 q4')",0.0
8649,MLM,2018 q4,1510,0.6333186589325948,Matthew Miller,0.6591256431701672,male,CFRA Equity Research,"('MLM', '2018 q4')",0.0
8650,NEM,2018 q4,1510,0.6579692135947162,Matthew Miller,0.4866401549367919,male,CFRA Equity Research,"('NEM', '2018 q4')",0.0
8651,NUE,2018 q4,1510,0.614566456068961,Matthew Miller,0.5718933705795725,male,CFRA Equity Research,"('NUE', '2018 q4')",0.0
8652,PKG,2018 q4,1510,0.4552177352143575,Matthew Miller,0.4327662772793184,male,CFRA Equity Research,"('PKG', '2018 q4')",0.0
8653,SEE,2018 q4,1510,0.6722949847912613,Matthew Miller,0.7250940645092652,male,CFRA Equity Research,"('SEE', '2018 q4')",0.0
8654,VMC,2018 q4,1510,0.7612074021063773,Matthew Miller,0.770557590445002,male,CFRA Equity Research,"('VMC', '2018 q4')",0.0
8655,WRK,2018 q4,1510,0.6381889433512151,Matthew Miller,0.572731329966238,male,CFRA Equity Research,"('WRK', '2018 q4')",0.0
8656,APD,2018 q4,1510,0.7541107523967773,Mr. Donald D. Carson,0.6861757617089338,male,Susquehanna Financial Group LLLP,"('APD', '2018 q4')",0.0
8657,CF,2018 q4,1510,0.4700917358786382,Mr. Donald D. Carson,0.3027090679855969,male,Susquehanna Financial Group LLLP,"('CF', '2018 q4')",0.0
8658,DD,2018 q4,1510,0.578938780890688,Mr. Donald D. Carson,0.7387452804042447,male,Susquehanna Financial Group LLLP,"('DD', '2018 q4')",0.0
8659,FMC,2018 q4,1510,0.6177471217206474,Mr. Donald D. Carson,0.2298576473178463,male,Susquehanna Financial Group LLLP,"('FMC', '2018 q4')",0.006020624811450641
8660,LYB,2018 q4,1510,0.3946017189887845,Mr. Donald D. Carson,0.5290390469786665,male,Susquehanna Financial Group LLLP,"('LYB', '2018 q4')",0.0
8661,MOS,2018 q4,1510,0.5324891625087924,Mr. Donald D. Carson,0.5496537895339544,male,Susquehanna Financial Group LLLP,"('MOS', '2018 q4')",0.0
8662,PPG,2018 q4,1510,0.6981634890235141,Mr. Donald D. Carson,0.6685112424316481,male,Susquehanna Financial Group LLLP,"('PPG', '2018 q4')",0.010978796519339085
8663,CE,2018 q4,1510,0.5526063870808513,Mr. Arun S. Viswanathan,0.258097481025406,male,RBC Capital Markets,"('CE', '2018 q4')",0.0
8664,DD,2018 q4,1510,0.578938780890688,Mr. Arun S. Viswanathan,0.1750756634575896,male,RBC Capital Markets,"('DD', '2018 q4')",0.011111111690600714
8665,FMC,2018 q4,1510,0.6177471217206474,Mr. Arun S. Viswanathan,0.3126737824882393,male,RBC Capital Markets,"('FMC', '2018 q4')",0.026578566059470177
8666,LYB,2018 q4,1510,0.3946017189887845,Mr. Arun S. Viswanathan,0.1878840646366693,male,RBC Capital Markets,"('LYB', '2018 q4')",0.0
8667,PPG,2018 q4,1510,0.6981634890235141,Mr. Arun S. Viswanathan,0.5780733685129338,male,RBC Capital Markets,"('PPG', '2018 q4')",0.03333333507180214
8668,SEE,2018 q4,1510,0.6722949847912613,Mr. Arun S. Viswanathan,0.3658350778574326,male,RBC Capital Markets,"('SEE', '2018 q4')",0.0
8669,CE,2018 q4,1510,0.5526063870808513,Charles N. Neivert,0.2294782724955169,male,Cowen and Company,"('CE', '2018 q4')",0.0
8670,CF,2018 q4,1510,0.4700917358786382,Charles N. Neivert,0.1428955746753324,male,Cowen and Company,"('CF', '2018 q4')",0.0
8671,EMN,2018 q4,1510,0.6426522530074782,Charles N. Neivert,0.263824713030981,male,Cowen and Company,"('EMN', '2018 q4')",0.0
8672,CF,2018 q4,1510,0.4700917358786382,"Ben Isaacson, MBA",0.7226975134438198,male,Scotiabank GBM,"('CF', '2018 q4')",0.0
8673,CF,2018 q4,1510,0.4700917358786382,Mr. Vincent Andrews,0.1670410931425532,male,Morgan Stanley,"('CF', '2018 q4')",0.0
8674,MOS,2018 q4,1510,0.5324891625087924,Mr. Vincent Andrews,0.2521954807629131,male,Morgan Stanley,"('MOS', '2018 q4')",0.02087678201496601
8675,PPG,2018 q4,1510,0.6981634890235141,Mr. Vincent Andrews,0.5211162636931669,male,Morgan Stanley,"('PPG', '2018 q4')",0.0
8676,CF,2018 q4,1510,0.4700917358786382,Mr. Mark Connelly,0.3698697554323362,male,Stephens Inc.,"('CF', '2018 q4')",0.0
8677,DD,2018 q4,1510,0.578938780890688,Mr. Mark Connelly,0.3648331025195963,male,Stephens Inc.,"('DD', '2018 q4')",0.0
8678,FMC,2018 q4,1510,0.6177471217206474,Mr. Mark Connelly,0.5220708915074158,male,Stephens Inc.,"('FMC', '2018 q4')",0.05095971003174782
8679,IP,2018 q4,1510,0.6505340818444042,Mr. Mark Connelly,0.4052424478408579,male,Stephens Inc.,"('IP', '2018 q4')",0.0
8680,MOS,2018 q4,1510,0.5324891625087924,Mr. Mark Connelly,0.2337538955734025,male,Stephens Inc.,"('MOS', '2018 q4')",0.005731355398893356
8681,PKG,2018 q4,1510,0.4552177352143575,Mr. Mark Connelly,0.3960013322909232,male,Stephens Inc.,"('PKG', '2018 q4')",0.02683454006910324
8682,WRK,2018 q4,1510,0.6381889433512151,Mr. Mark Connelly,0.6741536858162696,male,Stephens Inc.,"('WRK', '2018 q4')",0.0
8683,CF,2018 q4,1510,0.4700917358786382,Mr. Rikin Patel,0.451728202805058,male,Berenberg,"('CF', '2018 q4')",0.012560314498841763
8684,CF,2018 q4,1510,0.4700917358786382,Andrew D. Wong,0.1613438071395309,male,RBC Capital Markets,"('CF', '2018 q4')",0.0
8685,MOS,2018 q4,1510,0.5324891625087924,Andrew D. Wong,0.1822541492666681,male,RBC Capital Markets,"('MOS', '2018 q4')",0.0
8686,DD,2018 q4,1510,0.578938780890688,"Mr. Laurence Alexander, CFA",0.5262971412547995,male,Jefferies,"('DD', '2018 q4')",0.0
8687,EMN,2018 q4,1510,0.6426522530074782,"Mr. Laurence Alexander, CFA",0.2469045634509112,male,Jefferies,"('EMN', '2018 q4')",0.0
8688,FMC,2018 q4,1510,0.6177471217206474,"Mr. Laurence Alexander, CFA",0.8073733729092092,male,Jefferies,"('FMC', '2018 q4')",0.0
8689,LYB,2018 q4,1510,0.3946017189887845,"Mr. Laurence Alexander, CFA",0.2442859104359808,male,Jefferies,"('LYB', '2018 q4')",0.0
8690,PPG,2018 q4,1510,0.6981634890235141,"Mr. Laurence Alexander, CFA",0.3995461426571463,male,Jefferies,"('PPG', '2018 q4')",0.0
8691,DD,2018 q4,1510,0.578938780890688,"Mr. Deane Dray, CFA",0.6133456168691251,male,RBC Capital Markets,"('DD', '2018 q4')",0.0
8692,ECL,2018 q4,1510,0.6390882118421377,"Mr. Gary E. Bisbee, CFA",0.2826869496951264,male,BofA Global Research,"('ECL', '2018 q4')",0.0
8693,ECL,2018 q4,1510,0.6390882118421377,Mr. Scott Schneeberger,0.4320597969249241,male,"Oppenheimer & Co., Inc.","('ECL', '2018 q4')",0.0
8694,ECL,2018 q4,1510,0.6390882118421377,"Rosemarie J. Morbelli, CFA",0.3536525212489131,female,Gabelli & Company,"('ECL', '2018 q4')",0.019794205203652382
8695,FMC,2018 q4,1510,0.6177471217206474,"Rosemarie J. Morbelli, CFA",0.3810801873631699,female,Gabelli & Company,"('FMC', '2018 q4')",0.0
8696,SEE,2018 q4,1510,0.6722949847912613,"Rosemarie J. Morbelli, CFA",0.6360799898778026,female,Gabelli & Company,"('SEE', '2018 q4')",0.02425368595868349
8697,SHW,2018 q4,1510,0.6539684227181897,"Rosemarie J. Morbelli, CFA",0.4065090220714979,female,Gabelli & Company,"('SHW', '2018 q4')",0.0
8698,ECL,2018 q4,1510,0.6390882118421377,"Chip Moore, CFA",0.5665852881568831,male,Canaccord Genuity,"('ECL', '2018 q4')",0.03333333507180214
8699,ECL,2018 q4,1510,0.6390882118421377,Mr. Tim Mulrooney,0.439315660763754,male,William Blair & Company,"('ECL', '2018 q4')",0.0
8700,FCX,2018 q4,1510,0.4817858304517556,Mr. Oscar Cabrera,0.1575314597892614,male,CIBC Capital Markets,"('FCX', '2018 q4')",0.0
8701,FCX,2018 q4,1510,0.4817858304517556,Chris R. Terry,0.8898766257467258,male,Deutsche Bank,"('FCX', '2018 q4')",0.0
8702,NEM,2018 q4,1510,0.6579692135947162,Chris R. Terry,0.7996463442510233,male,Deutsche Bank,"('NEM', '2018 q4')",0.0
8703,FCX,2018 q4,1510,0.4817858304517556,Mr. Stephen D. Walker,0.1128886323546326,male,RBC Capital Markets,"('FCX', '2018 q4')",0.0
8704,FCX,2018 q4,1510,0.4817858304517556,Mr. Ralph M. Profiti,0.1761699797895443,male,Eight Capital,"('FCX', '2018 q4')",0.023094050586223602
8705,FCX,2018 q4,1510,0.4817858304517556,"Orest Wowkodaw, CFA",0.1590080326635892,male,Scotiabank GBM,"('FCX', '2018 q4')",0.0
8706,FCX,2018 q4,1510,0.4817858304517556,Timna Tanners,0.4124495652938915,female,BofA Global Research,"('FCX', '2018 q4')",0.0
8707,MLM,2018 q4,1510,0.6333186589325948,Timna Tanners,0.5112696236607263,female,BofA Global Research,"('MLM', '2018 q4')",0.0
8708,NUE,2018 q4,1510,0.614566456068961,Timna Tanners,0.6066081128840596,female,BofA Global Research,"('NUE', '2018 q4')",0.0
8709,FCX,2018 q4,1510,0.4817858304517556,Piyush Sood,0.2901760234723879,male,Morgan Stanley,"('FCX', '2018 q4')",0.0
8710,FMC,2018 q4,1510,0.6177471217206474,Credit Suisse Global Product Marketing,0.7425650056832596,Not a person,Credit Suisse,"('FMC', '2018 q4')",0.0
8711,NEM,2018 q4,1510,0.6579692135947162,Credit Suisse Global Product Marketing,0.7047646948206042,Not a person,Credit Suisse,"('NEM', '2018 q4')",0.02082577347755432
8712,IFF,2018 q4,1510,0.7565944661268195,Mr. Andrew Lane,0.9284240663099288,male,"Morningstar, Inc.","('IFF', '2018 q4')",0.0
8713,NUE,2018 q4,1510,0.614566456068961,Mr. Andrew Lane,0.5873564319928783,male,"Morningstar, Inc.","('NUE', '2018 q4')",0.0
8714,IFF,2018 q4,1510,0.7565944661268195,Ms. Alexandra Thrum,0.503284750587792,female,Morgan Stanley,"('IFF', '2018 q4')",0.0
8715,IFF,2018 q4,1510,0.7565944661268195,Mr. Patrick G. Lambert,0.4429896181371728,male,Raymond James Europe RJEE/RJFI,"('IFF', '2018 q4')",0.0
8716,IFF,2018 q4,1510,0.7565944661268195,Ms. Lauren R. Lieberman,0.6672491496644334,female,Barclays,"('IFF', '2018 q4')",0.0
8717,IFF,2018 q4,1510,0.7565944661268195,M. Matthias Cornu,0.6056593804360674,male,Exane BNP Paribas,"('IFF', '2018 q4')",0.0
8718,IFF,2018 q4,1510,0.7565944661268195,Ms. Faiza Alwy,0.6729617553760382,female,Deutsche Bank,"('IFF', '2018 q4')",0.0
8719,IP,2018 q4,1510,0.6505340818444042,Mr. Paul C. Quinn,0.3775924148199156,male,RBC Capital Markets,"('IP', '2018 q4')",0.0
8720,WRK,2018 q4,1510,0.6381889433512151,Mr. Paul C. Quinn,0.3539164420773968,male,RBC Capital Markets,"('WRK', '2018 q4')",0.0
8721,IP,2018 q4,1510,0.6505340818444042,Charles Gross,0.6171687820965851,male,"Morningstar, Inc.","('IP', '2018 q4')",0.0
8722,PKG,2018 q4,1510,0.4552177352143575,Charles Gross,0.4612149905416554,male,"Morningstar, Inc.","('PKG', '2018 q4')",0.0
8723,PPG,2018 q4,1510,0.6981634890235141,Charles Gross,0.8115815687219994,male,"Morningstar, Inc.","('PPG', '2018 q4')",0.0
8724,SEE,2018 q4,1510,0.6722949847912613,Charles Gross,0.7862444334117105,male,"Morningstar, Inc.","('SEE', '2018 q4')",0.0
8725,SHW,2018 q4,1510,0.6539684227181897,Charles Gross,0.8351174499629757,male,"Morningstar, Inc.","('SHW', '2018 q4')",0.0
8726,WRK,2018 q4,1510,0.6381889433512151,Charles Gross,0.5186512889724066,male,"Morningstar, Inc.","('WRK', '2018 q4')",0.0
8727,LIN,2018 q4,1510,0.6010703407676206,Mr. Raghav Bardalai,0.2657847059370491,male,Exane BNP Paribas,"('LIN', '2018 q4')",0.0
8728,LIN,2018 q4,1510,0.6010703407676206,Neil C. Tyler,0.4508701649983318,male,Redburn (Europe) Limited,"('LIN', '2018 q4')",0.0
8729,LIN,2018 q4,1510,0.6010703407676206,"Hr. Martin Roediger, CEFA",0.4071540491789516,male,Kepler Cheuvreux,"('LIN', '2018 q4')",0.01645161397755146
8730,LIN,2018 q4,1510,0.6010703407676206,Tim A. Jones,0.2643414606130777,male,Deutsche Bank,"('LIN', '2018 q4')",0.0
8731,MLM,2018 q4,1510,0.6333186589325948,Mr. Rohit Seth,0.4402984513378027,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2018 q4')",0.0
8732,MLM,2018 q4,1510,0.6333186589325948,Trey Grooms,0.4421824203580625,male,Stephens Inc.,"('MLM', '2018 q4')",0.0
8733,VMC,2018 q4,1510,0.7612074021063773,Trey Grooms,0.7173491776734642,male,Stephens Inc.,"('VMC', '2018 q4')",0.0
8734,MLM,2018 q4,1510,0.6333186589325948,Mr. Kristoffer Inton,0.7479020268229573,male,"Morningstar, Inc.","('MLM', '2018 q4')",0.011111111690600714
8735,NEM,2018 q4,1510,0.6579692135947162,Mr. Kristoffer Inton,0.5777544297073823,male,"Morningstar, Inc.","('NEM', '2018 q4')",0.0
8736,VMC,2018 q4,1510,0.7612074021063773,Mr. Kristoffer Inton,0.7826280915259282,male,"Morningstar, Inc.","('VMC', '2018 q4')",0.0
8737,NEM,2018 q4,1510,0.6579692135947162,"Mr. Matthew Murphy, CFA",0.2484033072092983,male,Barclays,"('NEM', '2018 q4')",0.0
8738,NEM,2018 q4,1510,0.6579692135947162,Mr. David Haughton,0.2902565838533368,male,CIBC Capital Markets,"('NEM', '2018 q4')",0.0
8739,NEM,2018 q4,1510,0.6579692135947162,Mr. Fahad Tariq,0.2415650630185391,male,Credit Suisse,"('NEM', '2018 q4')",0.0
8740,NEM,2018 q4,1510,0.6579692135947162,Ms. Tanya Jakusconek,0.552618859715206,female,Scotiabank GBM,"('NEM', '2018 q4')",0.0
8741,NEM,2018 q4,1510,0.6579692135947162,"Michael R. Jalonen, CFA",0.2955568113820341,male,BofA Global Research,"('NEM', '2018 q4')",0.0
8742,NEM,2018 q4,1510,0.6579692135947162,Acquisdata Research Team,0.3013720853688618,Not a person,Acquisdata,"('NEM', '2018 q4')",0.0
8743,NEM,2018 q4,1510,0.6579692135947162,"Mr. Brian T. MacArthur, CFA",0.5079140019120469,male,Raymond James Ltd. (Canada),"('NEM', '2018 q4')",0.0
8744,PPG,2018 q4,1510,0.6981634890235141,"Mr. Kevin W. Hocevar, CFA",0.404528543120366,male,Northcoast Research,"('PPG', '2018 q4')",0.02931672955552737
8745,SEE,2018 q4,1510,0.6722949847912613,Mr. Daniel D. Rizzo,0.3797754055461299,male,Jefferies,"('SEE', '2018 q4')",0.0
8746,SEE,2018 q4,1510,0.6722949847912613,George L. Staphos,0.5641423622339784,male,BofA Global Research,"('SEE', '2018 q4')",0.02542460709810257
8747,SEE,2018 q4,1510,0.6722949847912613,Mr. Lars F. Kjellberg,0.5024486251824497,male,Credit Suisse,"('SEE', '2018 q4')",0.008676299825310707
8748,WRK,2018 q4,1510,0.6381889433512151,Mr. Lars F. Kjellberg,0.3110555517208138,male,Credit Suisse,"('WRK', '2018 q4')",0.0
8749,SHW,2018 q4,1510,0.6539684227181897,"Nishu Sood, CFA",0.393216459857157,male,Deutsche Bank,"('SHW', '2018 q4')",0.0
8750,SHW,2018 q4,1510,0.6539684227181897,Scott A. Mushkin,0.4150964755290547,male,Wolfe Research,"('SHW', '2018 q4')",0.0
8751,VMC,2018 q4,1510,0.7612074021063773,Michael Dahl,0.5972046957603562,male,RBC Capital Markets,"('VMC', '2018 q4')",0.0
8752,WRK,2018 q4,1510,0.6381889433512151,Ms. Debbie A. Jones,0.8391480462564797,female,Deutsche Bank,"('WRK', '2018 q4')",0.0
8753,BAC,2018 q1,4010,0.6186673508614084,James F. Mitchell,0.2690519283649672,male,The Buckingham Research Group,"('BAC', '2018 q1')",0.024200662970542908
8754,JPM,2018 q1,4010,0.4904063649943957,James F. Mitchell,0.2433689582730346,male,The Buckingham Research Group,"('JPM', '2018 q1')",0.01374901458621025
8755,WFC,2018 q1,4010,0.5727927940505477,James F. Mitchell,0.1628235730859559,male,The Buckingham Research Group,"('WFC', '2018 q1')",0.019127205945551395
8756,BAC,2018 q1,4010,0.6186673508614084,"Mr. Kenneth M. Leon, CPA",0.5976800961047883,male,CFRA Equity Research,"('BAC', '2018 q1')",0.0
8757,JPM,2018 q1,4010,0.4904063649943957,"Mr. Kenneth M. Leon, CPA",0.6163104409724305,male,CFRA Equity Research,"('JPM', '2018 q1')",0.0
8758,WFC,2018 q1,4010,0.5727927940505477,"Mr. Kenneth M. Leon, CPA",0.6124647540493384,male,CFRA Equity Research,"('WFC', '2018 q1')",0.0
8759,BAC,2018 q1,4010,0.6186673508614084,Mr. Jim Sinegal,0.8272221420419407,male,"Morningstar, Inc.","('BAC', '2018 q1')",0.0
8760,MTB,2018 q1,4010,0.3539650366532182,Mr. Jim Sinegal,0.787306251284483,male,"Morningstar, Inc.","('MTB', '2018 q1')",0.0
8761,WFC,2018 q1,4010,0.5727927940505477,Mr. Jim Sinegal,0.7397018722903221,male,"Morningstar, Inc.","('WFC', '2018 q1')",0.01666666753590107
8762,BAC,2018 q1,4010,0.6186673508614084,Gerard S. Cassidy,0.2206285422486898,male,RBC Capital Markets,"('BAC', '2018 q1')",0.023615920916199684
8763,CFG,2018 q1,4010,0.3420243568818816,Gerard S. Cassidy,0.079309175413909,male,RBC Capital Markets,"('CFG', '2018 q1')",0.0
8764,FITB,2018 q1,4010,0.3469540913968317,Gerard S. Cassidy,0.0845775724678334,male,RBC Capital Markets,"('FITB', '2018 q1')",0.0
8765,JPM,2018 q1,4010,0.4904063649943957,Gerard S. Cassidy,0.1485887364860938,male,RBC Capital Markets,"('JPM', '2018 q1')",0.008333333767950535
8766,MTB,2018 q1,4010,0.3539650366532182,Gerard S. Cassidy,0.0948017077437793,male,RBC Capital Markets,"('MTB', '2018 q1')",0.0
8767,PNC,2018 q1,4010,0.4839097051936337,Gerard S. Cassidy,0.0987938071155518,male,RBC Capital Markets,"('PNC', '2018 q1')",0.01666666753590107
8768,TFC,2018 q1,4010,0.3342572162375126,Gerard S. Cassidy,0.050566337160521,male,RBC Capital Markets,"('TFC', '2018 q1')",0.0
8769,USB,2018 q1,4010,0.4955884531070494,Gerard S. Cassidy,0.1049603674048774,male,RBC Capital Markets,"('USB', '2018 q1')",0.0
8770,WFC,2018 q1,4010,0.5727927940505477,Gerard S. Cassidy,0.1871096392405124,male,RBC Capital Markets,"('WFC', '2018 q1')",0.0
8771,BAC,2018 q1,4010,0.6186673508614084,"Matt D. O-Connor, CFA",0.963265207419189,male,Deutsche Bank,"('BAC', '2018 q1')",0.0
8772,CFG,2018 q1,4010,0.3420243568818816,"Matt D. O-Connor, CFA",0.9290986232149974,male,Deutsche Bank,"('CFG', '2018 q1')",0.0
8773,BAC,2018 q1,4010,0.6186673508614084,Mr. Andrew Lim,0.9070749296187334,male,Societe Generale,"('BAC', '2018 q1')",0.0
8774,JPM,2018 q1,4010,0.4904063649943957,Mr. Andrew Lim,0.9049376378227664,male,Societe Generale,"('JPM', '2018 q1')",0.0
8775,BAC,2018 q1,4010,0.6186673508614084,Ms. Susan Roth Katzke,0.3847697786450458,female,Credit Suisse,"('BAC', '2018 q1')",0.06090174335986376
8776,CFG,2018 q1,4010,0.3420243568818816,Ms. Susan Roth Katzke,0.2831674400616938,female,Credit Suisse,"('CFG', '2018 q1')",0.07104701362550259
8777,JPM,2018 q1,4010,0.4904063649943957,Ms. Susan Roth Katzke,0.3510335351785943,female,Credit Suisse,"('JPM', '2018 q1')",0.05735985888168216
8778,PNC,2018 q1,4010,0.4839097051936337,Ms. Susan Roth Katzke,0.1825026159256996,female,Credit Suisse,"('PNC', '2018 q1')",0.05990193411707878
8779,USB,2018 q1,4010,0.4955884531070494,Ms. Susan Roth Katzke,0.2890918209090908,female,Credit Suisse,"('USB', '2018 q1')",0.014037864282727242
8780,BAC,2018 q1,4010,0.6186673508614084,Mr. Jeffery J. Harte,0.2562316109693826,male,Sandler O'Neill & Partners,"('BAC', '2018 q1')",0.0
8781,JPM,2018 q1,4010,0.4904063649943957,Mr. Jeffery J. Harte,0.2415286607911029,male,Sandler O'Neill & Partners,"('JPM', '2018 q1')",0.0
8782,BAC,2018 q1,4010,0.6186673508614084,"Mr. Glenn P. Schorr, CFA",0.1720449687467811,male,EVERCORE ISI,"('BAC', '2018 q1')",0.0
8783,JPM,2018 q1,4010,0.4904063649943957,"Mr. Glenn P. Schorr, CFA",0.1415280092614491,male,EVERCORE ISI,"('JPM', '2018 q1')",0.0
8784,BAC,2018 q1,4010,0.6186673508614084,Chris M. Kotowski,0.2009426654028166,male,"Oppenheimer & Co., Inc.","('BAC', '2018 q1')",0.0
8785,BAC,2018 q1,4010,0.6186673508614084,Ken M. Usdin,0.2749990054027701,male,Jefferies,"('BAC', '2018 q1')",0.0
8786,CFG,2018 q1,4010,0.3420243568818816,Ken M. Usdin,0.1176892725870268,male,Jefferies,"('CFG', '2018 q1')",0.0
8787,FITB,2018 q1,4010,0.3469540913968317,Ken M. Usdin,0.1111277169503645,male,Jefferies,"('FITB', '2018 q1')",0.0
8788,JPM,2018 q1,4010,0.4904063649943957,Ken M. Usdin,0.1263671827749903,male,Jefferies,"('JPM', '2018 q1')",0.0
8789,ZION,2018 q1,4010,0.4639052265600195,Ken M. Usdin,0.1371203360903551,male,Jefferies,"('ZION', '2018 q1')",0.0
8790,CFG,2018 q1,4010,0.3420243568818816,Jack Hampson,0.3993614650632006,male,CFRA Equity Research,"('CFG', '2018 q1')",0.0
8791,CMA,2018 q1,4010,0.4344233574519385,Jack Hampson,0.4806683323005769,male,CFRA Equity Research,"('CMA', '2018 q1')",0.0
8792,FITB,2018 q1,4010,0.3469540913968317,Jack Hampson,0.5263504974908859,male,CFRA Equity Research,"('FITB', '2018 q1')",0.0
8793,HBAN,2018 q1,4010,0.4494139758992845,Jack Hampson,0.4724862503494228,male,CFRA Equity Research,"('HBAN', '2018 q1')",0.0
8794,MTB,2018 q1,4010,0.3539650366532182,Jack Hampson,0.4569562209707761,male,CFRA Equity Research,"('MTB', '2018 q1')",0.0
8795,PBCT,2018 q1,4010,0.2933708132184904,Jack Hampson,0.5304377323530928,male,CFRA Equity Research,"('PBCT', '2018 q1')",0.0
8796,PNC,2018 q1,4010,0.4839097051936337,Jack Hampson,0.5724205723825815,male,CFRA Equity Research,"('PNC', '2018 q1')",0.0
8797,SIVB,2018 q1,4010,0.4971474848081247,Jack Hampson,0.5328602929643684,male,CFRA Equity Research,"('SIVB', '2018 q1')",0.0
8798,TFC,2018 q1,4010,0.3342572162375126,Jack Hampson,0.3822262864542249,male,CFRA Equity Research,"('TFC', '2018 q1')",0.0
8799,USB,2018 q1,4010,0.4955884531070494,Jack Hampson,0.5178164710419074,male,CFRA Equity Research,"('USB', '2018 q1')",0.0
8800,ZION,2018 q1,4010,0.4639052265600195,Jack Hampson,0.427519020642121,male,CFRA Equity Research,"('ZION', '2018 q1')",0.0
8801,CFG,2018 q1,4010,0.3420243568818816,R. Scott Siefers,0.0977080799403646,male,Sandler O'Neill & Partners,"('CFG', '2018 q1')",0.0
8802,CMA,2018 q1,4010,0.4344233574519385,R. Scott Siefers,0.0986371882973486,male,Sandler O'Neill & Partners,"('CMA', '2018 q1')",0.0
8803,FITB,2018 q1,4010,0.3469540913968317,R. Scott Siefers,0.0620256760836421,male,Sandler O'Neill & Partners,"('FITB', '2018 q1')",0.0
8804,HBAN,2018 q1,4010,0.4494139758992845,R. Scott Siefers,0.160466006415597,male,Sandler O'Neill & Partners,"('HBAN', '2018 q1')",0.0
8805,PNC,2018 q1,4010,0.4839097051936337,R. Scott Siefers,0.149792608499545,male,Sandler O'Neill & Partners,"('PNC', '2018 q1')",0.0
8806,USB,2018 q1,4010,0.4955884531070494,R. Scott Siefers,0.1630948950910657,male,Sandler O'Neill & Partners,"('USB', '2018 q1')",0.0
8807,WFC,2018 q1,4010,0.5727927940505477,R. Scott Siefers,0.1924890951850807,male,Sandler O'Neill & Partners,"('WFC', '2018 q1')",0.0
8808,CFG,2018 q1,4010,0.3420243568818816,"Mr. Jason M. Goldberg, CFA",0.0837298739552605,male,Barclays,"('CFG', '2018 q1')",0.0
8809,CMA,2018 q1,4010,0.4344233574519385,"Mr. Jason M. Goldberg, CFA",0.0719560326149074,male,Barclays,"('CMA', '2018 q1')",0.0
8810,HBAN,2018 q1,4010,0.4494139758992845,"Mr. Jason M. Goldberg, CFA",0.0864162780449834,male,Barclays,"('HBAN', '2018 q1')",0.0
8811,JPM,2018 q1,4010,0.4904063649943957,"Mr. Jason M. Goldberg, CFA",0.1971048928782075,male,Barclays,"('JPM', '2018 q1')",0.0
8812,MTB,2018 q1,4010,0.3539650366532182,"Mr. Jason M. Goldberg, CFA",0.136790077603169,male,Barclays,"('MTB', '2018 q1')",0.0
8813,PNC,2018 q1,4010,0.4839097051936337,"Mr. Jason M. Goldberg, CFA",0.0871814419068332,male,Barclays,"('PNC', '2018 q1')",0.005492063704878092
8814,TFC,2018 q1,4010,0.3342572162375126,"Mr. Jason M. Goldberg, CFA",0.0573726541054369,male,Barclays,"('TFC', '2018 q1')",0.0
8815,USB,2018 q1,4010,0.4955884531070494,"Mr. Jason M. Goldberg, CFA",0.0923306605283768,male,Barclays,"('USB', '2018 q1')",0.0
8816,WFC,2018 q1,4010,0.5727927940505477,"Mr. Jason M. Goldberg, CFA",0.1900102394037105,male,Barclays,"('WFC', '2018 q1')",0.0
8817,CFG,2018 q1,4010,0.3420243568818816,Mr. Kevin J. Barker,0.1105532618571586,male,Piper Sandler Companies,"('CFG', '2018 q1')",0.0
8818,FITB,2018 q1,4010,0.3469540913968317,Mr. Kevin J. Barker,0.1134920007678148,male,Piper Sandler Companies,"('FITB', '2018 q1')",0.0
8819,HBAN,2018 q1,4010,0.4494139758992845,Mr. Kevin J. Barker,0.09664342315543,male,Piper Sandler Companies,"('HBAN', '2018 q1')",0.0
8820,MTB,2018 q1,4010,0.3539650366532182,Mr. Kevin J. Barker,0.1261559962024526,male,Piper Sandler Companies,"('MTB', '2018 q1')",0.010018691420555115
8821,PNC,2018 q1,4010,0.4839097051936337,Mr. Kevin J. Barker,0.1148981663495975,male,Piper Sandler Companies,"('PNC', '2018 q1')",0.0
8822,TFC,2018 q1,4010,0.3342572162375126,Mr. Kevin J. Barker,0.0910417316384153,male,Piper Sandler Companies,"('TFC', '2018 q1')",0.0
8823,USB,2018 q1,4010,0.4955884531070494,Mr. Kevin J. Barker,0.1658266985656934,male,Piper Sandler Companies,"('USB', '2018 q1')",0.0
8824,WFC,2018 q1,4010,0.5727927940505477,Mr. Kevin J. Barker,0.242624086501724,male,Piper Sandler Companies,"('WFC', '2018 q1')",0.0
8825,ZION,2018 q1,4010,0.4639052265600195,Mr. Kevin J. Barker,0.0895836769799979,male,Piper Sandler Companies,"('ZION', '2018 q1')",0.0
8826,CFG,2018 q1,4010,0.3420243568818816,Mr. Peter J. Winter,0.0816357113874634,male,Wedbush Securities Inc.,"('CFG', '2018 q1')",0.0
8827,CMA,2018 q1,4010,0.4344233574519385,Mr. Peter J. Winter,0.0726410094232897,male,Wedbush Securities Inc.,"('CMA', '2018 q1')",0.0
8828,FITB,2018 q1,4010,0.3469540913968317,Mr. Peter J. Winter,0.0537626404892831,male,Wedbush Securities Inc.,"('FITB', '2018 q1')",0.0
8829,HBAN,2018 q1,4010,0.4494139758992845,Mr. Peter J. Winter,0.0784577072288513,male,Wedbush Securities Inc.,"('HBAN', '2018 q1')",0.0
8830,MTB,2018 q1,4010,0.3539650366532182,Mr. Peter J. Winter,0.091432575193327,male,Wedbush Securities Inc.,"('MTB', '2018 q1')",0.0
8831,USB,2018 q1,4010,0.4955884531070494,Mr. Peter J. Winter,0.0865936353553156,male,Wedbush Securities Inc.,"('USB', '2018 q1')",0.0
8832,CFG,2018 q1,4010,0.3420243568818816,Mr. John Pancari,0.0579300208345571,male,EVERCORE ISI,"('CFG', '2018 q1')",0.0
8833,CMA,2018 q1,4010,0.4344233574519385,Mr. John Pancari,0.0640089596137642,male,EVERCORE ISI,"('CMA', '2018 q1')",0.0
8834,FITB,2018 q1,4010,0.3469540913968317,Mr. John Pancari,0.4786073439924677,male,EVERCORE ISI,"('FITB', '2018 q1')",0.0
8835,FRC,2018 q1,4010,0.2676269323908038,Mr. John Pancari,0.4387090386704204,male,EVERCORE ISI,"('FRC', '2018 q1')",0.0
8836,HBAN,2018 q1,4010,0.4494139758992845,Mr. John Pancari,0.1060377282956898,male,EVERCORE ISI,"('HBAN', '2018 q1')",0.0
8837,MTB,2018 q1,4010,0.3539650366532182,Mr. John Pancari,0.0955530903229851,male,EVERCORE ISI,"('MTB', '2018 q1')",0.0
8838,PNC,2018 q1,4010,0.4839097051936337,Mr. John Pancari,0.2396973246831456,male,EVERCORE ISI,"('PNC', '2018 q1')",0.0
8839,SIVB,2018 q1,4010,0.4971474848081247,Mr. John Pancari,0.3520379402350027,male,EVERCORE ISI,"('SIVB', '2018 q1')",0.0
8840,TFC,2018 q1,4010,0.3342572162375126,Mr. John Pancari,0.0486176817933635,male,EVERCORE ISI,"('TFC', '2018 q1')",0.0
8841,USB,2018 q1,4010,0.4955884531070494,Mr. John Pancari,0.450267314550739,male,EVERCORE ISI,"('USB', '2018 q1')",0.0
8842,WFC,2018 q1,4010,0.5727927940505477,Mr. John Pancari,0.1518612044593919,male,EVERCORE ISI,"('WFC', '2018 q1')",0.00965154729783535
8843,ZION,2018 q1,4010,0.4639052265600195,Mr. John Pancari,0.1043090221137355,male,EVERCORE ISI,"('ZION', '2018 q1')",0.0
8844,CFG,2018 q1,4010,0.3420243568818816,Erika L. Najarian,0.3187853550755788,female,BofA Global Research,"('CFG', '2018 q1')",0.0
8845,CMA,2018 q1,4010,0.4344233574519385,Erika L. Najarian,0.2348607634222252,female,BofA Global Research,"('CMA', '2018 q1')",0.0
8846,FITB,2018 q1,4010,0.3469540913968317,Erika L. Najarian,0.2222892403131474,female,BofA Global Research,"('FITB', '2018 q1')",0.0
8847,FRC,2018 q1,4010,0.2676269323908038,Erika L. Najarian,0.2192400453735148,female,BofA Global Research,"('FRC', '2018 q1')",0.016261769458651543
8848,HBAN,2018 q1,4010,0.4494139758992845,Erika L. Najarian,0.2817818886699591,female,BofA Global Research,"('HBAN', '2018 q1')",0.0
8849,JPM,2018 q1,4010,0.4904063649943957,Erika L. Najarian,0.3570682706290122,female,BofA Global Research,"('JPM', '2018 q1')",0.0
8850,MTB,2018 q1,4010,0.3539650366532182,Erika L. Najarian,0.2871866169053731,female,BofA Global Research,"('MTB', '2018 q1')",0.02098112739622593
8851,PNC,2018 q1,4010,0.4839097051936337,Erika L. Najarian,0.580048647742229,female,BofA Global Research,"('PNC', '2018 q1')",0.03553100302815437
8852,TFC,2018 q1,4010,0.3342572162375126,Erika L. Najarian,0.3056941760994741,female,BofA Global Research,"('TFC', '2018 q1')",0.0
8853,USB,2018 q1,4010,0.4955884531070494,Erika L. Najarian,0.3465194799535935,female,BofA Global Research,"('USB', '2018 q1')",0.0
8854,WFC,2018 q1,4010,0.5727927940505477,Erika L. Najarian,0.1382368130649911,female,BofA Global Research,"('WFC', '2018 q1')",0.0
8855,ZION,2018 q1,4010,0.4639052265600195,Erika L. Najarian,0.1724889586256443,female,BofA Global Research,"('ZION', '2018 q1')",0.021537262946367264
8856,CFG,2018 q1,4010,0.3420243568818816,"Mr. Terry McEvoy, CFA",0.1097010367512758,male,Stephens Inc.,"('CFG', '2018 q1')",0.0
8857,CMA,2018 q1,4010,0.4344233574519385,"Mr. Terry McEvoy, CFA",0.0950258735126021,male,Stephens Inc.,"('CMA', '2018 q1')",0.0
8858,FITB,2018 q1,4010,0.3469540913968317,"Mr. Terry McEvoy, CFA",0.1134808235074426,male,Stephens Inc.,"('FITB', '2018 q1')",0.0
8859,FRC,2018 q1,4010,0.2676269323908038,"Mr. Terry McEvoy, CFA",0.110014050283105,male,Stephens Inc.,"('FRC', '2018 q1')",0.0
8860,HBAN,2018 q1,4010,0.4494139758992845,"Mr. Terry McEvoy, CFA",0.1320734194887992,male,Stephens Inc.,"('HBAN', '2018 q1')",0.025895535945892334
8861,PNC,2018 q1,4010,0.4839097051936337,"Mr. Terry McEvoy, CFA",0.1618124930426946,male,Stephens Inc.,"('PNC', '2018 q1')",0.0
8862,TFC,2018 q1,4010,0.3342572162375126,"Mr. Terry McEvoy, CFA",0.0808913638924079,male,Stephens Inc.,"('TFC', '2018 q1')",0.0
8863,USB,2018 q1,4010,0.4955884531070494,"Mr. Terry McEvoy, CFA",0.1936390028551003,male,Stephens Inc.,"('USB', '2018 q1')",0.0
8864,ZION,2018 q1,4010,0.4639052265600195,"Mr. Terry McEvoy, CFA",0.1139193261393577,male,Stephens Inc.,"('ZION', '2018 q1')",0.045417383313179016
8865,CMA,2018 q1,4010,0.4344233574519385,Mr. David Rochester,0.3499959277866749,male,Deutsche Bank,"('CMA', '2018 q1')",0.0
8866,FRC,2018 q1,4010,0.2676269323908038,Mr. David Rochester,0.4484322631153227,male,Deutsche Bank,"('FRC', '2018 q1')",0.0
8867,PBCT,2018 q1,4010,0.2933708132184904,Mr. David Rochester,0.3803752341663837,male,Deutsche Bank,"('PBCT', '2018 q1')",0.0
8868,ZION,2018 q1,4010,0.4639052265600195,Mr. David Rochester,0.3388422375212452,male,Deutsche Bank,"('ZION', '2018 q1')",0.0
8869,CMA,2018 q1,4010,0.4344233574519385,Eric Compton,0.7297865840992926,male,"Morningstar, Inc.","('CMA', '2018 q1')",0.0
8870,FITB,2018 q1,4010,0.3469540913968317,Eric Compton,0.7392766376095182,male,"Morningstar, Inc.","('FITB', '2018 q1')",0.0
8871,HBAN,2018 q1,4010,0.4494139758992845,Eric Compton,0.7808680152056475,male,"Morningstar, Inc.","('HBAN', '2018 q1')",0.0
8872,PNC,2018 q1,4010,0.4839097051936337,Eric Compton,0.7591210323210951,male,"Morningstar, Inc.","('PNC', '2018 q1')",0.0
8873,TFC,2018 q1,4010,0.3342572162375126,Eric Compton,0.6679919926036322,male,"Morningstar, Inc.","('TFC', '2018 q1')",0.0
8874,USB,2018 q1,4010,0.4955884531070494,Eric Compton,0.8034190294469958,male,"Morningstar, Inc.","('USB', '2018 q1')",0.0
8875,CMA,2018 q1,4010,0.4344233574519385,"Jon G. Arfstrom, CPA",0.0912582425021888,male,RBC Capital Markets,"('CMA', '2018 q1')",0.0
8876,FRC,2018 q1,4010,0.2676269323908038,"Jon G. Arfstrom, CPA",0.0824174676798392,male,RBC Capital Markets,"('FRC', '2018 q1')",0.0
8877,HBAN,2018 q1,4010,0.4494139758992845,"Jon G. Arfstrom, CPA",0.1083889147774277,male,RBC Capital Markets,"('HBAN', '2018 q1')",0.0
8878,SIVB,2018 q1,4010,0.4971474848081247,"Jon G. Arfstrom, CPA",0.1313197871849399,male,RBC Capital Markets,"('SIVB', '2018 q1')",0.0
8879,ZION,2018 q1,4010,0.4639052265600195,"Jon G. Arfstrom, CPA",0.0985799907273692,male,RBC Capital Markets,"('ZION', '2018 q1')",0.0
8880,CMA,2018 q1,4010,0.4344233574519385,"Ms. Jennifer H. Demba, CFA",0.1549281619952384,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2018 q1')",0.0
8881,SIVB,2018 q1,4010,0.4971474848081247,"Ms. Jennifer H. Demba, CFA",0.1281978239514413,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2018 q1')",0.0
8882,TFC,2018 q1,4010,0.3342572162375126,"Ms. Jennifer H. Demba, CFA",0.0504558925999781,female,SunTrust Robinson Humphrey Capital Markets,"('TFC', '2018 q1')",0.0
8883,ZION,2018 q1,4010,0.4639052265600195,"Ms. Jennifer H. Demba, CFA",0.1036509658066991,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2018 q1')",0.0
8884,CMA,2018 q1,4010,0.4344233574519385,"Mr. Brett D. Rabatin, CFA",0.1816791382442432,male,Piper Sandler Companies,"('CMA', '2018 q1')",0.0
8885,CMA,2018 q1,4010,0.4344233574519385,"Jack G. Micenko, Jr",0.3626675386571145,male,Susquehanna Financial Group LLLP,"('CMA', '2018 q1')",0.0
8886,FITB,2018 q1,4010,0.3469540913968317,"Jack G. Micenko, Jr",0.3463507091199069,male,Susquehanna Financial Group LLLP,"('FITB', '2018 q1')",0.0
8887,HBAN,2018 q1,4010,0.4494139758992845,"Jack G. Micenko, Jr",0.4631625671931489,male,Susquehanna Financial Group LLLP,"('HBAN', '2018 q1')",0.0
8888,PNC,2018 q1,4010,0.4839097051936337,"Jack G. Micenko, Jr",0.4499982818352112,male,Susquehanna Financial Group LLLP,"('PNC', '2018 q1')",0.0
8889,TFC,2018 q1,4010,0.3342572162375126,"Jack G. Micenko, Jr",0.3452407115994886,male,Susquehanna Financial Group LLLP,"('TFC', '2018 q1')",0.0
8890,USB,2018 q1,4010,0.4955884531070494,"Jack G. Micenko, Jr",0.3600403735610104,male,Susquehanna Financial Group LLLP,"('USB', '2018 q1')",0.0
8891,WFC,2018 q1,4010,0.5727927940505477,"Jack G. Micenko, Jr",0.4861531730889916,male,Susquehanna Financial Group LLLP,"('WFC', '2018 q1')",0.0
8892,ZION,2018 q1,4010,0.4639052265600195,"Jack G. Micenko, Jr",0.3927973496133027,male,Susquehanna Financial Group LLLP,"('ZION', '2018 q1')",0.0
8893,CMA,2018 q1,4010,0.4344233574519385,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CMA', '2018 q1')",0.9792229533195496
8894,HBAN,2018 q1,4010,0.4494139758992845,SADIF Research,0.9933623709197862,Not a person,Sadif Analytics Prime,"('HBAN', '2018 q1')",0.978306770324707
8895,SIVB,2018 q1,4010,0.4971474848081247,SADIF Research,0.9624944109744192,Not a person,Sadif Analytics Prime,"('SIVB', '2018 q1')",0.9531525671482086
8896,USB,2018 q1,4010,0.4955884531070494,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('USB', '2018 q1')",0.9714909791946411
8897,WFC,2018 q1,4010,0.5727927940505477,SADIF Research,0.9827784353630102,Not a person,Sadif Analytics Prime,"('WFC', '2018 q1')",0.9578944444656372
8898,ZION,2018 q1,4010,0.4639052265600195,SADIF Research,0.9756644068361346,Not a person,Sadif Analytics Prime,"('ZION', '2018 q1')",0.9367513954639435
8899,FITB,2018 q1,4010,0.3469540913968317,"Mr. Ben C. Chittenden, CFA",0.0831002138730083,male,"Oppenheimer & Co., Inc.","('FITB', '2018 q1')",0.0
8900,TFC,2018 q1,4010,0.3342572162375126,"Mr. Ben C. Chittenden, CFA",0.0524308714031407,male,"Oppenheimer & Co., Inc.","('TFC', '2018 q1')",0.0
8901,FITB,2018 q1,4010,0.3469540913968317,Mr. Christopher Marinac,0.1016982379896937,male,FIG Partners,"('FITB', '2018 q1')",0.0
8902,TFC,2018 q1,4010,0.3342572162375126,Mr. Christopher Marinac,0.0399911934428505,male,FIG Partners,"('TFC', '2018 q1')",0.0
8903,FITB,2018 q1,4010,0.3469540913968317,Mr. Andrew W. Stapp,0.0663971429023473,male,Hilliard Lyons,"('FITB', '2018 q1')",0.0
8904,HBAN,2018 q1,4010,0.4494139758992845,Mr. Andrew W. Stapp,0.1349413295368906,male,Hilliard Lyons,"('HBAN', '2018 q1')",0.013428432866930962
8905,PNC,2018 q1,4010,0.4839097051936337,Mr. Andrew W. Stapp,0.0962589469916795,male,Hilliard Lyons,"('PNC', '2018 q1')",0.0
8906,TFC,2018 q1,4010,0.3342572162375126,Mr. Andrew W. Stapp,0.0486920313952916,male,Hilliard Lyons,"('TFC', '2018 q1')",0.0
8907,USB,2018 q1,4010,0.4955884531070494,Mr. Andrew W. Stapp,0.1111285721584754,male,Hilliard Lyons,"('USB', '2018 q1')",0.0
8908,FRC,2018 q1,4010,0.2676269323908038,Mr. Aaron J. Deer,0.0754912738272575,male,Sandler O'Neill & Partners,"('FRC', '2018 q1')",0.0
8909,SIVB,2018 q1,4010,0.4971474848081247,Mr. Aaron J. Deer,0.1085546183197071,male,Sandler O'Neill & Partners,"('SIVB', '2018 q1')",0.0
8910,FRC,2018 q1,4010,0.2676269323908038,Mr. Casey Haire,0.2489004980510764,male,Jefferies,"('FRC', '2018 q1')",0.0
8911,FRC,2018 q1,4010,0.2676269323908038,"Mr. Matthew J. Keating, CFA",0.1518656776876778,male,Barclays,"('FRC', '2018 q1')",0.0
8912,PBCT,2018 q1,4010,0.2933708132184904,"Mr. Matthew J. Keating, CFA",0.0960915872421372,male,Barclays,"('PBCT', '2018 q1')",0.0
8913,SIVB,2018 q1,4010,0.4971474848081247,"Mr. Matthew J. Keating, CFA",0.1269837789322574,male,Barclays,"('SIVB', '2018 q1')",0.0
8914,ZION,2018 q1,4010,0.4639052265600195,"Mr. Matthew J. Keating, CFA",0.2151711426893087,male,Barclays,"('ZION', '2018 q1')",0.0
8915,FRC,2018 q1,4010,0.2676269323908038,Mr. Timothy N. Coffey,0.1013748481200559,male,FIG Partners,"('FRC', '2018 q1')",0.0
8916,SIVB,2018 q1,4010,0.4971474848081247,Mr. Timothy N. Coffey,0.7130535121035109,male,FIG Partners,"('SIVB', '2018 q1')",0.03333333507180214
8917,ZION,2018 q1,4010,0.4639052265600195,Mr. Timothy N. Coffey,0.7321702939439075,male,FIG Partners,"('ZION', '2018 q1')",0.03333333507180214
8918,FRC,2018 q1,4010,0.2676269323908038,Matthew T. Clark,0.0677040376002958,male,Piper Sandler Companies,"('FRC', '2018 q1')",0.0
8919,FRC,2018 q1,4010,0.2676269323908038,Mr. Michael K. Diana,0.059536186054429,male,Maxim Group,"('FRC', '2018 q1')",0.0
8920,SIVB,2018 q1,4010,0.4971474848081247,Mr. Michael K. Diana,0.4652642228189666,male,Maxim Group,"('SIVB', '2018 q1')",0.0
8921,FRC,2018 q1,4010,0.2676269323908038,Mr. David J. Chiaverini,0.0658450672115939,male,Wedbush Securities Inc.,"('FRC', '2018 q1')",0.0
8922,SIVB,2018 q1,4010,0.4971474848081247,Mr. David J. Chiaverini,0.1155762024318984,male,Wedbush Securities Inc.,"('SIVB', '2018 q1')",0.0
8923,JPM,2018 q1,4010,0.4904063649943957,"Betsy L. Graseck, CFA",0.2000535190769,female,Morgan Stanley,"('JPM', '2018 q1')",0.0
8924,PNC,2018 q1,4010,0.4839097051936337,"Betsy L. Graseck, CFA",0.1332132441657385,female,Morgan Stanley,"('PNC', '2018 q1')",0.0
8925,RF,2018 q1,4010,0.0,"Betsy L. Graseck, CFA",,female,Morgan Stanley,"('RF', '2018 q1')",0.0
8926,TFC,2018 q1,4010,0.3342572162375126,"Betsy L. Graseck, CFA",0.8393057989181095,female,Morgan Stanley,"('TFC', '2018 q1')",0.0
8927,WFC,2018 q1,4010,0.5727927940505477,"Betsy L. Graseck, CFA",0.310491433765801,female,Morgan Stanley,"('WFC', '2018 q1')",0.0
8928,JPM,2018 q1,4010,0.4904063649943957,Credit Suisse Global Product Marketing,0.5633081460813855,Not a person,Credit Suisse,"('JPM', '2018 q1')",0.0
8929,MTB,2018 q1,4010,0.3539650366532182,"Mr. Frank J. Schiraldi, CFA",0.1505039715900084,male,Sandler O'Neill & Partners,"('MTB', '2018 q1')",0.0
8930,PBCT,2018 q1,4010,0.2933708132184904,Mr. Jake Civiello,0.1239264065650336,male,RBC Capital Markets,"('PBCT', '2018 q1')",0.0
8931,PBCT,2018 q1,4010,0.2933708132184904,Mr. Matthew M. Breese,0.1077755786828126,male,Piper Sandler Companies,"('PBCT', '2018 q1')",0.0
8932,PBCT,2018 q1,4010,0.2933708132184904,"Mr. Mark T. Fitzgibbon, CPA",0.1426334017828374,male,Sandler O'Neill & Partners,"('PBCT', '2018 q1')",0.006445450708270073
8933,PBCT,2018 q1,4010,0.2933708132184904,"Mr. Erik E. Zwick, CFA",0.1402352159571681,male,Stephens Inc.,"('PBCT', '2018 q1')",0.0
8934,PNC,2018 q1,4010,0.4839097051936337,Mita Mehta,0.9251712406687452,female,Crispidea,"('PNC', '2018 q1')",0.1269899643957615
8935,WFC,2018 q1,4010,0.5727927940505477,Mita Mehta,0.8723859441624126,female,Crispidea,"('WFC', '2018 q1')",0.14044173061847687
8936,SIVB,2018 q1,4010,0.4971474848081247,Colin Plunkett,0.3202134469528263,male,"Morningstar, Inc.","('SIVB', '2018 q1')",0.0
8937,ZION,2018 q1,4010,0.4639052265600195,Colin Plunkett,0.5299106222622876,male,"Morningstar, Inc.","('ZION', '2018 q1')",0.0
8938,SIVB,2018 q1,4010,0.4971474848081247,Mr. Ebrahim H. Poonawala,0.2036193443499111,male,BofA Global Research,"('SIVB', '2018 q1')",0.006300905719399452
8939,SIVB,2018 q1,4010,0.4971474848081247,Mr. Tyler Stafford,0.1788069566145841,male,Stephens Inc.,"('SIVB', '2018 q1')",0.0
8940,SIVB,2018 q1,4010,0.4971474848081247,Mr. Christopher J. York,0.3791659051841869,male,JMP Securities,"('SIVB', '2018 q1')",0.0
8941,TFC,2018 q1,4010,0.3342572162375126,"Mr. Stephen Scouten, CFA",0.0686384212098155,male,Sandler O'Neill & Partners,"('TFC', '2018 q1')",0.0
8942,ZION,2018 q1,4010,0.4639052265600195,"Mr. Brad J. Milsaps, CFA",0.159079161109612,male,Sandler O'Neill & Partners,"('ZION', '2018 q1')",0.0
8943,BAC,2018 q2,4010,0.6243075175026562,Mr. Andrew Lim,0.929606139961396,male,Societe Generale,"('BAC', '2018 q2')",0.0
8944,JPM,2018 q2,4010,0.6280548948298763,Mr. Andrew Lim,0.923883602339554,male,Societe Generale,"('JPM', '2018 q2')",0.0
8945,BAC,2018 q2,4010,0.6243075175026562,Ms. Susan Roth Katzke,0.4216473884106462,female,Credit Suisse,"('BAC', '2018 q2')",0.010333894751966
8946,CFG,2018 q2,4010,0.3489750996368528,Ms. Susan Roth Katzke,0.1952170431225546,female,Credit Suisse,"('CFG', '2018 q2')",0.036049533635377884
8947,JPM,2018 q2,4010,0.6280548948298763,Ms. Susan Roth Katzke,0.3794628053155611,female,Credit Suisse,"('JPM', '2018 q2')",0.015971370041370392
8948,USB,2018 q2,4010,0.4320985630226048,Ms. Susan Roth Katzke,0.2849353370357544,female,Credit Suisse,"('USB', '2018 q2')",0.025777379050850868
8949,WFC,2018 q2,4010,0.5774297442784132,Ms. Susan Roth Katzke,0.2414995001954994,female,Credit Suisse,"('WFC', '2018 q2')",0.02372421883046627
8950,BAC,2018 q2,4010,0.6243075175026562,Gerard S. Cassidy,0.1957407622980237,male,RBC Capital Markets,"('BAC', '2018 q2')",0.029905609786510468
8951,FITB,2018 q2,4010,0.3822115906230316,Gerard S. Cassidy,0.0877625058610186,male,RBC Capital Markets,"('FITB', '2018 q2')",0.0
8952,JPM,2018 q2,4010,0.6280548948298763,Gerard S. Cassidy,0.3378355562409706,male,RBC Capital Markets,"('JPM', '2018 q2')",0.0
8953,PNC,2018 q2,4010,0.3656442660983267,Gerard S. Cassidy,0.0823711427856101,male,RBC Capital Markets,"('PNC', '2018 q2')",0.011111111690600714
8954,RF,2018 q2,4010,0.0,Gerard S. Cassidy,,male,RBC Capital Markets,"('RF', '2018 q2')",0.0
8955,TFC,2018 q2,4010,0.3374351220702297,Gerard S. Cassidy,0.0731881670311308,male,RBC Capital Markets,"('TFC', '2018 q2')",0.0
8956,USB,2018 q2,4010,0.4320985630226048,Gerard S. Cassidy,0.0987460502948282,male,RBC Capital Markets,"('USB', '2018 q2')",0.0
8957,WFC,2018 q2,4010,0.5774297442784132,Gerard S. Cassidy,0.1597413884088677,male,RBC Capital Markets,"('WFC', '2018 q2')",0.0
8958,BAC,2018 q2,4010,0.6243075175026562,"Mr. Kenneth M. Leon, CPA",0.4590743032897181,male,CFRA Equity Research,"('BAC', '2018 q2')",0.0
8959,JPM,2018 q2,4010,0.6280548948298763,"Mr. Kenneth M. Leon, CPA",0.6284876083319118,male,CFRA Equity Research,"('JPM', '2018 q2')",0.0
8960,WFC,2018 q2,4010,0.5774297442784132,"Mr. Kenneth M. Leon, CPA",0.5946340309757253,male,CFRA Equity Research,"('WFC', '2018 q2')",0.0
8961,BAC,2018 q2,4010,0.6243075175026562,James F. Mitchell,0.2889756621272506,male,The Buckingham Research Group,"('BAC', '2018 q2')",0.02837054245173931
8962,JPM,2018 q2,4010,0.6280548948298763,James F. Mitchell,0.3641850468452681,male,The Buckingham Research Group,"('JPM', '2018 q2')",0.012565143406391144
8963,WFC,2018 q2,4010,0.5774297442784132,James F. Mitchell,0.2894617448385393,male,The Buckingham Research Group,"('WFC', '2018 q2')",0.0
8964,BAC,2018 q2,4010,0.6243075175026562,SADIF Research,0.9817265317858442,Not a person,Sadif Analytics Prime,"('BAC', '2018 q2')",0.9401836395263672
8965,CMA,2018 q2,4010,0.4493569587981204,SADIF Research,0.9798358199446178,Not a person,Sadif Analytics Prime,"('CMA', '2018 q2')",0.9790011048316956
8966,FITB,2018 q2,4010,0.3822115906230316,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FITB', '2018 q2')",0.977900892496109
8967,HBAN,2018 q2,4010,0.452893300574975,SADIF Research,0.9950517052119138,Not a person,Sadif Analytics Prime,"('HBAN', '2018 q2')",0.9738463163375854
8968,MTB,2018 q2,4010,0.4031854979766821,SADIF Research,0.9998226578940403,Not a person,Sadif Analytics Prime,"('MTB', '2018 q2')",0.9467049241065979
8969,PBCT,2018 q2,4010,0.6104450271166948,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PBCT', '2018 q2')",0.9635900259017944
8970,PNC,2018 q2,4010,0.3656442660983267,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PNC', '2018 q2')",0.9504403471946716
8971,TFC,2018 q2,4010,0.3374351220702297,SADIF Research,0.9882343108803344,Not a person,Sadif Analytics Prime,"('TFC', '2018 q2')",0.9395826458930969
8972,USB,2018 q2,4010,0.4320985630226048,SADIF Research,0.9966007475555604,Not a person,Sadif Analytics Prime,"('USB', '2018 q2')",0.9599671363830566
8973,WFC,2018 q2,4010,0.5774297442784132,SADIF Research,0.996264209107202,Not a person,Sadif Analytics Prime,"('WFC', '2018 q2')",0.9583931565284729
8974,BAC,2018 q2,4010,0.6243075175026562,Chris M. Kotowski,0.2135815920186496,male,"Oppenheimer & Co., Inc.","('BAC', '2018 q2')",0.0
8975,BAC,2018 q2,4010,0.6243075175026562,Mr. Jim Sinegal,0.7640124036835655,male,"Morningstar, Inc.","('BAC', '2018 q2')",0.0
8976,JPM,2018 q2,4010,0.6280548948298763,Mr. Jim Sinegal,0.6575073422306957,male,"Morningstar, Inc.","('JPM', '2018 q2')",0.0
8977,WFC,2018 q2,4010,0.5774297442784132,Mr. Jim Sinegal,0.7930678051512708,male,"Morningstar, Inc.","('WFC', '2018 q2')",0.0
8978,BAC,2018 q2,4010,0.6243075175026562,"Mr. Jason M. Goldberg, CFA",0.2361454029210102,male,Barclays,"('BAC', '2018 q2')",0.0
8979,CFG,2018 q2,4010,0.3489750996368528,"Mr. Jason M. Goldberg, CFA",0.0880889095483477,male,Barclays,"('CFG', '2018 q2')",0.0
8980,CMA,2018 q2,4010,0.4493569587981204,"Mr. Jason M. Goldberg, CFA",0.0929504677518313,male,Barclays,"('CMA', '2018 q2')",0.0
8981,FITB,2018 q2,4010,0.3822115906230316,"Mr. Jason M. Goldberg, CFA",0.0757357346400974,male,Barclays,"('FITB', '2018 q2')",0.0
8982,MTB,2018 q2,4010,0.4031854979766821,"Mr. Jason M. Goldberg, CFA",0.1168070973657169,male,Barclays,"('MTB', '2018 q2')",0.0
8983,PNC,2018 q2,4010,0.3656442660983267,"Mr. Jason M. Goldberg, CFA",0.0621007437473249,male,Barclays,"('PNC', '2018 q2')",0.0
8984,TFC,2018 q2,4010,0.3374351220702297,"Mr. Jason M. Goldberg, CFA",0.0521018684378948,male,Barclays,"('TFC', '2018 q2')",0.0
8985,USB,2018 q2,4010,0.4320985630226048,"Mr. Jason M. Goldberg, CFA",0.0849769480183804,male,Barclays,"('USB', '2018 q2')",0.0
8986,WFC,2018 q2,4010,0.5774297442784132,"Mr. Jason M. Goldberg, CFA",0.1683823354771471,male,Barclays,"('WFC', '2018 q2')",0.0
8987,BAC,2018 q2,4010,0.6243075175026562,Ken M. Usdin,0.2879628679126255,male,Jefferies,"('BAC', '2018 q2')",0.0
8988,CFG,2018 q2,4010,0.3489750996368528,Ken M. Usdin,0.1138470810368284,male,Jefferies,"('CFG', '2018 q2')",0.0
8989,CMA,2018 q2,4010,0.4493569587981204,Ken M. Usdin,0.1618784889317244,male,Jefferies,"('CMA', '2018 q2')",0.0
8990,FITB,2018 q2,4010,0.3822115906230316,Ken M. Usdin,0.1104889482143781,male,Jefferies,"('FITB', '2018 q2')",0.0
8991,USB,2018 q2,4010,0.4320985630226048,Ken M. Usdin,0.1530033230471584,male,Jefferies,"('USB', '2018 q2')",0.016586370766162872
8992,WFC,2018 q2,4010,0.5774297442784132,Ken M. Usdin,0.7101006886724441,male,Jefferies,"('WFC', '2018 q2')",0.0
8993,BAC,2018 q2,4010,0.6243075175026562,CFRA Research,0.4766823918023827,Not a person,CFRA Equity Research,"('BAC', '2018 q2')",0.0
8994,BAC,2018 q2,4010,0.6243075175026562,Mr. Jeffery J. Harte,0.2715524403604676,male,Sandler O'Neill & Partners,"('BAC', '2018 q2')",0.0
8995,JPM,2018 q2,4010,0.6280548948298763,Mr. Jeffery J. Harte,0.3790332307082156,male,Sandler O'Neill & Partners,"('JPM', '2018 q2')",0.0
8996,CFG,2018 q2,4010,0.3489750996368528,Erika L. Najarian,0.2978522347394252,female,BofA Global Research,"('CFG', '2018 q2')",0.0
8997,CMA,2018 q2,4010,0.4493569587981204,Erika L. Najarian,0.510825771038337,female,BofA Global Research,"('CMA', '2018 q2')",0.030908338725566864
8998,FITB,2018 q2,4010,0.3822115906230316,Erika L. Najarian,0.3698859951127026,female,BofA Global Research,"('FITB', '2018 q2')",0.0
8999,FRC,2018 q2,4010,0.3214576788026511,Erika L. Najarian,0.3058392239160872,female,BofA Global Research,"('FRC', '2018 q2')",0.0
9000,HBAN,2018 q2,4010,0.452893300574975,Erika L. Najarian,0.3691509766850971,female,BofA Global Research,"('HBAN', '2018 q2')",0.0
9001,MTB,2018 q2,4010,0.4031854979766821,Erika L. Najarian,0.3289069886776518,female,BofA Global Research,"('MTB', '2018 q2')",0.0
9002,PNC,2018 q2,4010,0.3656442660983267,Erika L. Najarian,0.3233070822260237,female,BofA Global Research,"('PNC', '2018 q2')",0.006008199416100979
9003,TFC,2018 q2,4010,0.3374351220702297,Erika L. Najarian,0.3012541519953209,female,BofA Global Research,"('TFC', '2018 q2')",0.0
9004,WFC,2018 q2,4010,0.5774297442784132,Erika L. Najarian,0.4349007319151629,female,BofA Global Research,"('WFC', '2018 q2')",0.004368658487995465
9005,ZION,2018 q2,4010,0.3404484236491956,Erika L. Najarian,0.2910304907691474,female,BofA Global Research,"('ZION', '2018 q2')",0.020209042355418205
9006,CFG,2018 q2,4010,0.3489750996368528,"Mr. Ken A. Zerbe, CFA",0.130696661556178,male,Morgan Stanley,"('CFG', '2018 q2')",0.0
9007,CMA,2018 q2,4010,0.4493569587981204,"Mr. Ken A. Zerbe, CFA",0.7552870345441571,male,Morgan Stanley,"('CMA', '2018 q2')",0.03333333507180214
9008,ZION,2018 q2,4010,0.3404484236491956,"Mr. Ken A. Zerbe, CFA",0.1097648061311726,male,Morgan Stanley,"('ZION', '2018 q2')",0.0
9009,CFG,2018 q2,4010,0.3489750996368528,Mr. John Pancari,0.3882686780472816,male,EVERCORE ISI,"('CFG', '2018 q2')",0.0
9010,CMA,2018 q2,4010,0.4493569587981204,Mr. John Pancari,0.0929657337081917,male,EVERCORE ISI,"('CMA', '2018 q2')",0.0
9011,FITB,2018 q2,4010,0.3822115906230316,Mr. John Pancari,0.2694908981426269,male,EVERCORE ISI,"('FITB', '2018 q2')",0.0
9012,FRC,2018 q2,4010,0.3214576788026511,Mr. John Pancari,0.09315404503806,male,EVERCORE ISI,"('FRC', '2018 q2')",0.0
9013,HBAN,2018 q2,4010,0.452893300574975,Mr. John Pancari,0.1094249426677687,male,EVERCORE ISI,"('HBAN', '2018 q2')",0.0
9014,MTB,2018 q2,4010,0.4031854979766821,Mr. John Pancari,0.1191049217937598,male,EVERCORE ISI,"('MTB', '2018 q2')",0.0
9015,PNC,2018 q2,4010,0.3656442660983267,Mr. John Pancari,0.0714828387685956,male,EVERCORE ISI,"('PNC', '2018 q2')",0.0
9016,SIVB,2018 q2,4010,0.3358710455261039,Mr. John Pancari,0.0688589788823618,male,EVERCORE ISI,"('SIVB', '2018 q2')",0.0
9017,TFC,2018 q2,4010,0.3374351220702297,Mr. John Pancari,0.3524967007639518,male,EVERCORE ISI,"('TFC', '2018 q2')",0.0
9018,WFC,2018 q2,4010,0.5774297442784132,Mr. John Pancari,0.1571573890482501,male,EVERCORE ISI,"('WFC', '2018 q2')",0.0
9019,ZION,2018 q2,4010,0.3404484236491956,Mr. John Pancari,0.0586460667459096,male,EVERCORE ISI,"('ZION', '2018 q2')",0.0
9020,CFG,2018 q2,4010,0.3489750996368528,Jack Hampson,0.3472464938811602,male,CFRA Equity Research,"('CFG', '2018 q2')",0.0
9021,CMA,2018 q2,4010,0.4493569587981204,Jack Hampson,0.3973029990766653,male,CFRA Equity Research,"('CMA', '2018 q2')",0.0
9022,FITB,2018 q2,4010,0.3822115906230316,Jack Hampson,0.4096179971081131,male,CFRA Equity Research,"('FITB', '2018 q2')",0.0
9023,HBAN,2018 q2,4010,0.452893300574975,Jack Hampson,0.425539880285376,male,CFRA Equity Research,"('HBAN', '2018 q2')",0.0
9024,MTB,2018 q2,4010,0.4031854979766821,Jack Hampson,0.3840689881545879,male,CFRA Equity Research,"('MTB', '2018 q2')",0.0
9025,PBCT,2018 q2,4010,0.6104450271166948,Jack Hampson,0.5321310284377375,male,CFRA Equity Research,"('PBCT', '2018 q2')",0.0
9026,PNC,2018 q2,4010,0.3656442660983267,Jack Hampson,0.3796155114509471,male,CFRA Equity Research,"('PNC', '2018 q2')",0.0
9027,SIVB,2018 q2,4010,0.3358710455261039,Jack Hampson,0.4593291502471938,male,CFRA Equity Research,"('SIVB', '2018 q2')",0.0
9028,TFC,2018 q2,4010,0.3374351220702297,Jack Hampson,0.3633622295539421,male,CFRA Equity Research,"('TFC', '2018 q2')",0.0
9029,USB,2018 q2,4010,0.4320985630226048,Jack Hampson,0.497099035472935,male,CFRA Equity Research,"('USB', '2018 q2')",0.0
9030,ZION,2018 q2,4010,0.3404484236491956,Jack Hampson,0.3435770274202196,male,CFRA Equity Research,"('ZION', '2018 q2')",0.0
9031,CFG,2018 q2,4010,0.3489750996368528,Mr. Cornelio Ash,0.8234896819362945,male,William O'Neil + Co.,"('CFG', '2018 q2')",0.14667250216007233
9032,CFG,2018 q2,4010,0.3489750996368528,R. Scott Siefers,0.0830850321265454,male,Sandler O'Neill & Partners,"('CFG', '2018 q2')",0.0
9033,CMA,2018 q2,4010,0.4493569587981204,R. Scott Siefers,0.109148014487331,male,Sandler O'Neill & Partners,"('CMA', '2018 q2')",0.0
9034,FITB,2018 q2,4010,0.3822115906230316,R. Scott Siefers,0.0967664851177808,male,Sandler O'Neill & Partners,"('FITB', '2018 q2')",0.0
9035,HBAN,2018 q2,4010,0.452893300574975,R. Scott Siefers,0.1799555505311977,male,Sandler O'Neill & Partners,"('HBAN', '2018 q2')",0.0
9036,PNC,2018 q2,4010,0.3656442660983267,R. Scott Siefers,0.1575776756763282,male,Sandler O'Neill & Partners,"('PNC', '2018 q2')",0.0
9037,USB,2018 q2,4010,0.4320985630226048,R. Scott Siefers,0.2023388494588435,male,Sandler O'Neill & Partners,"('USB', '2018 q2')",0.0
9038,WFC,2018 q2,4010,0.5774297442784132,R. Scott Siefers,0.1751027235786158,male,Sandler O'Neill & Partners,"('WFC', '2018 q2')",0.0
9039,CFG,2018 q2,4010,0.3489750996368528,"Mr. Terry McEvoy, CFA",0.1393983679056777,male,Stephens Inc.,"('CFG', '2018 q2')",0.008530961349606514
9040,CMA,2018 q2,4010,0.4493569587981204,"Mr. Terry McEvoy, CFA",0.120234737302332,male,Stephens Inc.,"('CMA', '2018 q2')",0.0
9041,FITB,2018 q2,4010,0.3822115906230316,"Mr. Terry McEvoy, CFA",0.1185308895270954,male,Stephens Inc.,"('FITB', '2018 q2')",0.013453909195959568
9042,FRC,2018 q2,4010,0.3214576788026511,"Mr. Terry McEvoy, CFA",0.1282839410621638,male,Stephens Inc.,"('FRC', '2018 q2')",0.0
9043,HBAN,2018 q2,4010,0.452893300574975,"Mr. Terry McEvoy, CFA",0.1808474582108391,male,Stephens Inc.,"('HBAN', '2018 q2')",0.0
9044,PNC,2018 q2,4010,0.3656442660983267,"Mr. Terry McEvoy, CFA",0.1272293870399645,male,Stephens Inc.,"('PNC', '2018 q2')",0.029543930664658546
9045,TFC,2018 q2,4010,0.3374351220702297,"Mr. Terry McEvoy, CFA",0.095567416504609,male,Stephens Inc.,"('TFC', '2018 q2')",0.0869552381336689
9046,USB,2018 q2,4010,0.4320985630226048,"Mr. Terry McEvoy, CFA",0.1639177778928807,male,Stephens Inc.,"('USB', '2018 q2')",0.0
9047,ZION,2018 q2,4010,0.3404484236491956,"Mr. Terry McEvoy, CFA",0.0864559622629185,male,Stephens Inc.,"('ZION', '2018 q2')",0.0
9048,CFG,2018 q2,4010,0.3489750996368528,Mr. Kevin J. Barker,0.0700046412759315,male,Piper Sandler Companies,"('CFG', '2018 q2')",0.0
9049,FITB,2018 q2,4010,0.3822115906230316,Mr. Kevin J. Barker,0.1316590806212236,male,Piper Sandler Companies,"('FITB', '2018 q2')",0.013264153152704239
9050,HBAN,2018 q2,4010,0.452893300574975,Mr. Kevin J. Barker,0.1101785376146466,male,Piper Sandler Companies,"('HBAN', '2018 q2')",0.0
9051,MTB,2018 q2,4010,0.4031854979766821,Mr. Kevin J. Barker,0.1232458801887679,male,Piper Sandler Companies,"('MTB', '2018 q2')",0.0
9052,PNC,2018 q2,4010,0.3656442660983267,Mr. Kevin J. Barker,0.0640940952133308,male,Piper Sandler Companies,"('PNC', '2018 q2')",0.0
9053,TFC,2018 q2,4010,0.3374351220702297,Mr. Kevin J. Barker,0.0715586115132882,male,Piper Sandler Companies,"('TFC', '2018 q2')",0.0
9054,USB,2018 q2,4010,0.4320985630226048,Mr. Kevin J. Barker,0.1318393610750392,male,Piper Sandler Companies,"('USB', '2018 q2')",0.0
9055,WFC,2018 q2,4010,0.5774297442784132,Mr. Kevin J. Barker,0.1474271392162824,male,Piper Sandler Companies,"('WFC', '2018 q2')",0.0
9056,ZION,2018 q2,4010,0.3404484236491956,Mr. Kevin J. Barker,0.0857235536178931,male,Piper Sandler Companies,"('ZION', '2018 q2')",0.0
9057,CFG,2018 q2,4010,0.3489750996368528,Mr. Peter J. Winter,0.070255769206724,male,Wedbush Securities Inc.,"('CFG', '2018 q2')",0.0
9058,CMA,2018 q2,4010,0.4493569587981204,Mr. Peter J. Winter,0.1014053456015261,male,Wedbush Securities Inc.,"('CMA', '2018 q2')",0.013584946592648825
9059,FITB,2018 q2,4010,0.3822115906230316,Mr. Peter J. Winter,0.0641865394425751,male,Wedbush Securities Inc.,"('FITB', '2018 q2')",0.0
9060,HBAN,2018 q2,4010,0.452893300574975,Mr. Peter J. Winter,0.100964073647251,male,Wedbush Securities Inc.,"('HBAN', '2018 q2')",0.0
9061,MTB,2018 q2,4010,0.4031854979766821,Mr. Peter J. Winter,0.1106660309365622,male,Wedbush Securities Inc.,"('MTB', '2018 q2')",0.0
9062,ZION,2018 q2,4010,0.3404484236491956,Mr. Peter J. Winter,0.0743221877063477,male,Wedbush Securities Inc.,"('ZION', '2018 q2')",0.0
9063,CMA,2018 q2,4010,0.4493569587981204,Mr. David Rochester,0.3473672878460073,male,Deutsche Bank,"('CMA', '2018 q2')",0.0
9064,PBCT,2018 q2,4010,0.6104450271166948,Mr. David Rochester,0.913249777616462,male,Deutsche Bank,"('PBCT', '2018 q2')",0.0
9065,ZION,2018 q2,4010,0.3404484236491956,Mr. David Rochester,0.278669027375768,male,Deutsche Bank,"('ZION', '2018 q2')",0.0
9066,CMA,2018 q2,4010,0.4493569587981204,"Jack G. Micenko, Jr",0.2947053329993199,male,Susquehanna Financial Group LLLP,"('CMA', '2018 q2')",0.0
9067,FITB,2018 q2,4010,0.3822115906230316,"Jack G. Micenko, Jr",0.3993215834653881,male,Susquehanna Financial Group LLLP,"('FITB', '2018 q2')",0.0
9068,HBAN,2018 q2,4010,0.452893300574975,"Jack G. Micenko, Jr",0.6075710095959738,male,Susquehanna Financial Group LLLP,"('HBAN', '2018 q2')",0.008047646842896938
9069,PNC,2018 q2,4010,0.3656442660983267,"Jack G. Micenko, Jr",0.428276455171382,male,Susquehanna Financial Group LLLP,"('PNC', '2018 q2')",0.0
9070,TFC,2018 q2,4010,0.3374351220702297,"Jack G. Micenko, Jr",0.3523118305742856,male,Susquehanna Financial Group LLLP,"('TFC', '2018 q2')",0.0
9071,USB,2018 q2,4010,0.4320985630226048,"Jack G. Micenko, Jr",0.5450126049536713,male,Susquehanna Financial Group LLLP,"('USB', '2018 q2')",0.011854378506541252
9072,WFC,2018 q2,4010,0.5774297442784132,"Jack G. Micenko, Jr",0.4680341076782265,male,Susquehanna Financial Group LLLP,"('WFC', '2018 q2')",0.0
9073,ZION,2018 q2,4010,0.3404484236491956,"Jack G. Micenko, Jr",0.3909109734947504,male,Susquehanna Financial Group LLLP,"('ZION', '2018 q2')",0.0
9074,CMA,2018 q2,4010,0.4493569587981204,"Ms. Jennifer H. Demba, CFA",0.0863224498631458,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2018 q2')",0.0
9075,SIVB,2018 q2,4010,0.3358710455261039,"Ms. Jennifer H. Demba, CFA",0.0621601725305905,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2018 q2')",0.0
9076,TFC,2018 q2,4010,0.3374351220702297,"Ms. Jennifer H. Demba, CFA",0.0561984874761017,female,SunTrust Robinson Humphrey Capital Markets,"('TFC', '2018 q2')",0.0
9077,ZION,2018 q2,4010,0.3404484236491956,"Ms. Jennifer H. Demba, CFA",0.0753566220295969,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2018 q2')",0.0
9078,CMA,2018 q2,4010,0.4493569587981204,"Jon G. Arfstrom, CPA",0.1054659331767051,male,RBC Capital Markets,"('CMA', '2018 q2')",0.0
9079,FRC,2018 q2,4010,0.3214576788026511,"Jon G. Arfstrom, CPA",0.1012026390891587,male,RBC Capital Markets,"('FRC', '2018 q2')",0.0
9080,SIVB,2018 q2,4010,0.3358710455261039,"Jon G. Arfstrom, CPA",0.0801851419512169,male,RBC Capital Markets,"('SIVB', '2018 q2')",0.0
9081,ZION,2018 q2,4010,0.3404484236491956,"Jon G. Arfstrom, CPA",0.0583676113598847,male,RBC Capital Markets,"('ZION', '2018 q2')",0.0
9082,FITB,2018 q2,4010,0.3822115906230316,Mr. Andrew W. Stapp,0.0869091794451073,male,Hilliard Lyons,"('FITB', '2018 q2')",0.0
9083,HBAN,2018 q2,4010,0.452893300574975,Mr. Andrew W. Stapp,0.1053871059060747,male,Hilliard Lyons,"('HBAN', '2018 q2')",0.02314818650484085
9084,PNC,2018 q2,4010,0.3656442660983267,Mr. Andrew W. Stapp,0.0662676324378955,male,Hilliard Lyons,"('PNC', '2018 q2')",0.0
9085,TFC,2018 q2,4010,0.3374351220702297,Mr. Andrew W. Stapp,0.0522356271129023,male,Hilliard Lyons,"('TFC', '2018 q2')",0.0
9086,USB,2018 q2,4010,0.4320985630226048,Mr. Andrew W. Stapp,0.0929873522950555,male,Hilliard Lyons,"('USB', '2018 q2')",0.0
9087,FITB,2018 q2,4010,0.3822115906230316,Mr. Christopher Marinac,0.224085828078162,male,FIG Partners,"('FITB', '2018 q2')",0.0
9088,TFC,2018 q2,4010,0.3374351220702297,Mr. Christopher Marinac,0.0516179046193547,male,FIG Partners,"('TFC', '2018 q2')",0.0
9089,FRC,2018 q2,4010,0.3214576788026511,Mr. Aaron J. Deer,0.1140938889170529,male,Sandler O'Neill & Partners,"('FRC', '2018 q2')",0.0
9090,SIVB,2018 q2,4010,0.3358710455261039,Mr. Aaron J. Deer,0.0895907997406694,male,Sandler O'Neill & Partners,"('SIVB', '2018 q2')",0.0
9091,FRC,2018 q2,4010,0.3214576788026511,"Mr. Matthew J. Keating, CFA",0.2022247830970668,male,Barclays,"('FRC', '2018 q2')",0.0
9092,SIVB,2018 q2,4010,0.3358710455261039,"Mr. Matthew J. Keating, CFA",0.0669923700416244,male,Barclays,"('SIVB', '2018 q2')",0.0
9093,ZION,2018 q2,4010,0.3404484236491956,"Mr. Matthew J. Keating, CFA",0.0534622693899378,male,Barclays,"('ZION', '2018 q2')",0.0
9094,FRC,2018 q2,4010,0.3214576788026511,Mr. Timothy N. Coffey,0.7682350601916073,male,FIG Partners,"('FRC', '2018 q2')",0.03333333507180214
9095,SIVB,2018 q2,4010,0.3358710455261039,Mr. Timothy N. Coffey,0.740791974291438,male,FIG Partners,"('SIVB', '2018 q2')",0.03333333507180214
9096,ZION,2018 q2,4010,0.3404484236491956,Mr. Timothy N. Coffey,0.7625158643446833,male,FIG Partners,"('ZION', '2018 q2')",0.03333333507180214
9097,FRC,2018 q2,4010,0.3214576788026511,Matthew T. Clark,0.1184119409733051,male,Piper Sandler Companies,"('FRC', '2018 q2')",0.0
9098,JPM,2018 q2,4010,0.6280548948298763,Mr. Alevizos Alevizakos,0.3614422450038925,male,HSBC,"('JPM', '2018 q2')",0.0
9099,MTB,2018 q2,4010,0.4031854979766821,"Mr. Frank J. Schiraldi, CFA",0.1496832338873722,male,Sandler O'Neill & Partners,"('MTB', '2018 q2')",0.0
9100,PBCT,2018 q2,4010,0.6104450271166948,"Mr. Mark T. Fitzgibbon, CPA",0.2839863064222941,male,Sandler O'Neill & Partners,"('PBCT', '2018 q2')",0.0
9101,PBCT,2018 q2,4010,0.6104450271166948,Mr. Austin L. Nicholas,0.2683213237485181,male,Stephens Inc.,"('PBCT', '2018 q2')",0.028202224522829056
9102,PBCT,2018 q2,4010,0.6104450271166948,Timetric Department,0.4036399754116712,Not a person,Timetric,"('PBCT', '2018 q2')",0.0
9103,SIVB,2018 q2,4010,0.3358710455261039,Timetric Department,0.2205533828947178,Not a person,Timetric,"('SIVB', '2018 q2')",0.0
9104,PBCT,2018 q2,4010,0.6104450271166948,Mr. Matthew M. Breese,0.2227828045273808,male,Piper Sandler Companies,"('PBCT', '2018 q2')",0.01036015742768844
9105,PBCT,2018 q2,4010,0.6104450271166948,Mr. Jake Civiello,0.2292384320254344,male,RBC Capital Markets,"('PBCT', '2018 q2')",0.0
9106,PNC,2018 q2,4010,0.3656442660983267,"Matt D. O-Connor, CFA",0.1045664679875254,male,Deutsche Bank,"('PNC', '2018 q2')",0.0
9107,SIVB,2018 q2,4010,0.3358710455261039,Mr. Ebrahim H. Poonawala,0.4473835476096287,male,BofA Global Research,"('SIVB', '2018 q2')",0.010914466343820095
9108,SIVB,2018 q2,4010,0.3358710455261039,Mr. Tyler Stafford,0.1144029150550159,male,Stephens Inc.,"('SIVB', '2018 q2')",0.0
9109,SIVB,2018 q2,4010,0.3358710455261039,Mr. Michael K. Diana,0.1036307157748242,male,Maxim Group,"('SIVB', '2018 q2')",0.0
9110,SIVB,2018 q2,4010,0.3358710455261039,Mr. David J. Chiaverini,0.0823805740080394,male,Wedbush Securities Inc.,"('SIVB', '2018 q2')",0.0
9111,SIVB,2018 q2,4010,0.3358710455261039,Mr. Christopher J. York,0.2778912563148644,male,JMP Securities,"('SIVB', '2018 q2')",0.0177400354295969
9112,TFC,2018 q2,4010,0.3374351220702297,"Betsy L. Graseck, CFA",0.0963656978819273,female,Morgan Stanley,"('TFC', '2018 q2')",0.0
9113,TFC,2018 q2,4010,0.3374351220702297,"Mr. Stephen Scouten, CFA",0.0710546722272933,male,Sandler O'Neill & Partners,"('TFC', '2018 q2')",0.0
9114,ZION,2018 q2,4010,0.3404484236491956,Colin Plunkett,0.4723411288626811,male,"Morningstar, Inc.","('ZION', '2018 q2')",0.0
9115,ZION,2018 q2,4010,0.3404484236491956,"Mr. Brad J. Milsaps, CFA",0.0826069943545981,male,Sandler O'Neill & Partners,"('ZION', '2018 q2')",0.0
9116,BAC,2018 q3,4010,0.5168929578662187,Gerard S. Cassidy,0.163367849423861,male,RBC Capital Markets,"('BAC', '2018 q3')",0.0
9117,CFG,2018 q3,4010,0.2213369728466683,Gerard S. Cassidy,0.0498263196725522,male,RBC Capital Markets,"('CFG', '2018 q3')",0.0
9118,FITB,2018 q3,4010,0.4889955170438248,Gerard S. Cassidy,0.1163287104259657,male,RBC Capital Markets,"('FITB', '2018 q3')",0.0
9119,JPM,2018 q3,4010,0.499156079990929,Gerard S. Cassidy,0.2725743169259687,male,RBC Capital Markets,"('JPM', '2018 q3')",0.0
9120,MTB,2018 q3,4010,0.3008385474239053,Gerard S. Cassidy,0.0721760130652806,male,RBC Capital Markets,"('MTB', '2018 q3')",0.0
9121,PNC,2018 q3,4010,0.5657982054894515,Gerard S. Cassidy,0.1333634995726708,male,RBC Capital Markets,"('PNC', '2018 q3')",0.01666666753590107
9122,TFC,2018 q3,4010,0.3807887736795355,Gerard S. Cassidy,0.0987355042772036,male,RBC Capital Markets,"('TFC', '2018 q3')",0.02745545655488968
9123,USB,2018 q3,4010,0.4239579592945449,Gerard S. Cassidy,0.108834586736897,male,RBC Capital Markets,"('USB', '2018 q3')",0.0
9124,WFC,2018 q3,4010,0.5272427397480258,Gerard S. Cassidy,0.17886107324808,male,RBC Capital Markets,"('WFC', '2018 q3')",0.0
9125,BAC,2018 q3,4010,0.5168929578662187,Credit Suisse Global Product Marketing,0.7250433499118084,Not a person,Credit Suisse,"('BAC', '2018 q3')",0.0
9126,BAC,2018 q3,4010,0.5168929578662187,Ken M. Usdin,0.219229524561715,male,Jefferies,"('BAC', '2018 q3')",0.0
9127,CFG,2018 q3,4010,0.2213369728466683,Ken M. Usdin,0.0903490829663072,male,Jefferies,"('CFG', '2018 q3')",0.0
9128,CMA,2018 q3,4010,0.5186458367508233,Ken M. Usdin,0.2750515799044391,male,Jefferies,"('CMA', '2018 q3')",0.0
9129,FITB,2018 q3,4010,0.4889955170438248,Ken M. Usdin,0.343636329664008,male,Jefferies,"('FITB', '2018 q3')",0.0
9130,HBAN,2018 q3,4010,0.5306465396806814,Ken M. Usdin,0.1524848794487624,male,Jefferies,"('HBAN', '2018 q3')",0.0
9131,MTB,2018 q3,4010,0.3008385474239053,Ken M. Usdin,0.1295443917539004,male,Jefferies,"('MTB', '2018 q3')",0.0
9132,BAC,2018 q3,4010,0.5168929578662187,"Mr. Kenneth M. Leon, CPA",0.5635525317863486,male,CFRA Equity Research,"('BAC', '2018 q3')",0.0
9133,JPM,2018 q3,4010,0.499156079990929,"Mr. Kenneth M. Leon, CPA",0.5871605002231742,male,CFRA Equity Research,"('JPM', '2018 q3')",0.0
9134,WFC,2018 q3,4010,0.5272427397480258,"Mr. Kenneth M. Leon, CPA",0.5393844162667226,male,CFRA Equity Research,"('WFC', '2018 q3')",0.0
9135,BAC,2018 q3,4010,0.5168929578662187,James F. Mitchell,0.21682457527581,male,The Buckingham Research Group,"('BAC', '2018 q3')",0.027754418551921844
9136,JPM,2018 q3,4010,0.499156079990929,James F. Mitchell,0.3159454659382215,male,The Buckingham Research Group,"('JPM', '2018 q3')",0.0
9137,WFC,2018 q3,4010,0.5272427397480258,James F. Mitchell,0.1918583390955958,male,The Buckingham Research Group,"('WFC', '2018 q3')",0.0
9138,BAC,2018 q3,4010,0.5168929578662187,Mr. Jeffery J. Harte,0.2348031864549771,male,Sandler O'Neill & Partners,"('BAC', '2018 q3')",0.0
9139,JPM,2018 q3,4010,0.499156079990929,Mr. Jeffery J. Harte,0.4502533114811635,male,Sandler O'Neill & Partners,"('JPM', '2018 q3')",0.006374268792569637
9140,BAC,2018 q3,4010,0.5168929578662187,Mr. Andrew Lim,0.5514855937824469,male,Societe Generale,"('BAC', '2018 q3')",0.0
9141,BAC,2018 q3,4010,0.5168929578662187,Chris M. Kotowski,0.1143852242632421,male,"Oppenheimer & Co., Inc.","('BAC', '2018 q3')",0.0
9142,BAC,2018 q3,4010,0.5168929578662187,Ms. Susan Roth Katzke,0.2667467240746253,female,Credit Suisse,"('BAC', '2018 q3')",0.033898103050887585
9143,CFG,2018 q3,4010,0.2213369728466683,Ms. Susan Roth Katzke,0.2050205479842506,female,Credit Suisse,"('CFG', '2018 q3')",0.015609998255968094
9144,JPM,2018 q3,4010,0.499156079990929,Ms. Susan Roth Katzke,0.2922254962727749,female,Credit Suisse,"('JPM', '2018 q3')",0.011408522725105286
9145,PNC,2018 q3,4010,0.5657982054894515,Ms. Susan Roth Katzke,0.1659113604903182,female,Credit Suisse,"('PNC', '2018 q3')",0.022163864225149155
9146,USB,2018 q3,4010,0.4239579592945449,Ms. Susan Roth Katzke,0.2383045907491833,female,Credit Suisse,"('USB', '2018 q3')",0.03693048469722271
9147,BAC,2018 q3,4010,0.5168929578662187,"Mr. Jason M. Goldberg, CFA",0.1588323206361926,male,Barclays,"('BAC', '2018 q3')",0.0
9148,CFG,2018 q3,4010,0.2213369728466683,"Mr. Jason M. Goldberg, CFA",0.0759298338221443,male,Barclays,"('CFG', '2018 q3')",0.0
9149,CMA,2018 q3,4010,0.5186458367508233,"Mr. Jason M. Goldberg, CFA",0.112447678228027,male,Barclays,"('CMA', '2018 q3')",0.0
9150,FITB,2018 q3,4010,0.4889955170438248,"Mr. Jason M. Goldberg, CFA",0.1205204656880091,male,Barclays,"('FITB', '2018 q3')",0.0
9151,JPM,2018 q3,4010,0.499156079990929,"Mr. Jason M. Goldberg, CFA",0.2698060676272358,male,Barclays,"('JPM', '2018 q3')",0.0
9152,MTB,2018 q3,4010,0.3008385474239053,"Mr. Jason M. Goldberg, CFA",0.0610855483729226,male,Barclays,"('MTB', '2018 q3')",0.0
9153,PNC,2018 q3,4010,0.5657982054894515,"Mr. Jason M. Goldberg, CFA",0.1263059464325029,male,Barclays,"('PNC', '2018 q3')",0.0
9154,TFC,2018 q3,4010,0.3807887736795355,"Mr. Jason M. Goldberg, CFA",0.0879792176775311,male,Barclays,"('TFC', '2018 q3')",0.0
9155,USB,2018 q3,4010,0.4239579592945449,"Mr. Jason M. Goldberg, CFA",0.1075932182236333,male,Barclays,"('USB', '2018 q3')",0.0
9156,WFC,2018 q3,4010,0.5272427397480258,"Mr. Jason M. Goldberg, CFA",0.2367810311558713,male,Barclays,"('WFC', '2018 q3')",0.0
9157,BAC,2018 q3,4010,0.5168929578662187,Eric Compton,0.8492452479506295,male,"Morningstar, Inc.","('BAC', '2018 q3')",0.0
9158,CMA,2018 q3,4010,0.5186458367508233,Eric Compton,0.8560239008167104,male,"Morningstar, Inc.","('CMA', '2018 q3')",0.0
9159,HBAN,2018 q3,4010,0.5306465396806814,Eric Compton,0.780988442186752,male,"Morningstar, Inc.","('HBAN', '2018 q3')",0.0
9160,JPM,2018 q3,4010,0.499156079990929,Eric Compton,0.6452734019899957,male,"Morningstar, Inc.","('JPM', '2018 q3')",0.0
9161,MTB,2018 q3,4010,0.3008385474239053,Eric Compton,0.8368480881569834,male,"Morningstar, Inc.","('MTB', '2018 q3')",0.0
9162,TFC,2018 q3,4010,0.3807887736795355,Eric Compton,0.8488395846652608,male,"Morningstar, Inc.","('TFC', '2018 q3')",0.0
9163,USB,2018 q3,4010,0.4239579592945449,Eric Compton,0.8479872999098275,male,"Morningstar, Inc.","('USB', '2018 q3')",0.0
9164,WFC,2018 q3,4010,0.5272427397480258,Eric Compton,0.7212619234314984,male,"Morningstar, Inc.","('WFC', '2018 q3')",0.0
9165,BAC,2018 q3,4010,0.5168929578662187,Mr. Steven J. Chubak,0.298230108577646,male,Wolfe Research,"('BAC', '2018 q3')",0.0
9166,WFC,2018 q3,4010,0.5272427397480258,Mr. Steven J. Chubak,0.2294944356580663,male,Wolfe Research,"('WFC', '2018 q3')",0.0
9167,CFG,2018 q3,4010,0.2213369728466683,Harrison Webster,0.2653893118243053,male,CFRA Equity Research,"('CFG', '2018 q3')",0.0
9168,CMA,2018 q3,4010,0.5186458367508233,Harrison Webster,0.2903289344227145,male,CFRA Equity Research,"('CMA', '2018 q3')",0.0
9169,FITB,2018 q3,4010,0.4889955170438248,Harrison Webster,0.3402178135109725,male,CFRA Equity Research,"('FITB', '2018 q3')",0.0
9170,HBAN,2018 q3,4010,0.5306465396806814,Harrison Webster,0.2733240977233592,male,CFRA Equity Research,"('HBAN', '2018 q3')",0.0
9171,MTB,2018 q3,4010,0.3008385474239053,Harrison Webster,0.2493510701924959,male,CFRA Equity Research,"('MTB', '2018 q3')",0.0
9172,PBCT,2018 q3,4010,0.4571226961744286,Harrison Webster,0.2925171660079729,male,CFRA Equity Research,"('PBCT', '2018 q3')",0.0
9173,PNC,2018 q3,4010,0.5657982054894515,Harrison Webster,0.262148703173328,male,CFRA Equity Research,"('PNC', '2018 q3')",0.0
9174,SIVB,2018 q3,4010,0.3350024193238333,Harrison Webster,0.3002844707881388,male,CFRA Equity Research,"('SIVB', '2018 q3')",0.0
9175,TFC,2018 q3,4010,0.3807887736795355,Harrison Webster,0.3611505515003257,male,CFRA Equity Research,"('TFC', '2018 q3')",0.0
9176,USB,2018 q3,4010,0.4239579592945449,Harrison Webster,0.3021164735811057,male,CFRA Equity Research,"('USB', '2018 q3')",0.0
9177,ZION,2018 q3,4010,0.4927481481085392,Harrison Webster,0.3064320543226381,male,CFRA Equity Research,"('ZION', '2018 q3')",0.0
9178,CFG,2018 q3,4010,0.2213369728466683,"Mr. Terry McEvoy, CFA",0.0883755280322531,male,Stephens Inc.,"('CFG', '2018 q3')",0.0
9179,CMA,2018 q3,4010,0.5186458367508233,"Mr. Terry McEvoy, CFA",0.1147702298233545,male,Stephens Inc.,"('CMA', '2018 q3')",0.0
9180,FITB,2018 q3,4010,0.4889955170438248,"Mr. Terry McEvoy, CFA",0.1204917856470329,male,Stephens Inc.,"('FITB', '2018 q3')",0.0
9181,FRC,2018 q3,4010,0.4400574992124613,"Mr. Terry McEvoy, CFA",0.1212123606313973,male,Stephens Inc.,"('FRC', '2018 q3')",0.0
9182,HBAN,2018 q3,4010,0.5306465396806814,"Mr. Terry McEvoy, CFA",0.1780943651338173,male,Stephens Inc.,"('HBAN', '2018 q3')",0.0
9183,PNC,2018 q3,4010,0.5657982054894515,"Mr. Terry McEvoy, CFA",0.1866235159902292,male,Stephens Inc.,"('PNC', '2018 q3')",0.023983454331755638
9184,TFC,2018 q3,4010,0.3807887736795355,"Mr. Terry McEvoy, CFA",0.1084816905514352,male,Stephens Inc.,"('TFC', '2018 q3')",0.0
9185,USB,2018 q3,4010,0.4239579592945449,"Mr. Terry McEvoy, CFA",0.1579663736695343,male,Stephens Inc.,"('USB', '2018 q3')",0.0
9186,ZION,2018 q3,4010,0.4927481481085392,"Mr. Terry McEvoy, CFA",0.1795119068745248,male,Stephens Inc.,"('ZION', '2018 q3')",0.0
9187,CFG,2018 q3,4010,0.2213369728466683,Erika L. Najarian,0.2902203476879662,female,BofA Global Research,"('CFG', '2018 q3')",0.0
9188,CMA,2018 q3,4010,0.5186458367508233,Erika L. Najarian,0.4029429239602189,female,BofA Global Research,"('CMA', '2018 q3')",0.0
9189,FITB,2018 q3,4010,0.4889955170438248,Erika L. Najarian,0.3031266545484601,female,BofA Global Research,"('FITB', '2018 q3')",0.0
9190,FRC,2018 q3,4010,0.4400574992124613,Erika L. Najarian,0.2948807503705399,female,BofA Global Research,"('FRC', '2018 q3')",0.01666666753590107
9191,HBAN,2018 q3,4010,0.5306465396806814,Erika L. Najarian,0.7353241818167212,female,BofA Global Research,"('HBAN', '2018 q3')",0.03333333507180214
9192,JPM,2018 q3,4010,0.499156079990929,Erika L. Najarian,0.2021005759105566,female,BofA Global Research,"('JPM', '2018 q3')",0.0
9193,MTB,2018 q3,4010,0.3008385474239053,Erika L. Najarian,0.2207255697734066,female,BofA Global Research,"('MTB', '2018 q3')",0.010461348108947277
9194,RF,2018 q3,4010,0.044399230616546,Erika L. Najarian,0.044399230616546,female,BofA Global Research,"('RF', '2018 q3')",0.0
9195,TFC,2018 q3,4010,0.3807887736795355,Erika L. Najarian,0.4052356536366454,female,BofA Global Research,"('TFC', '2018 q3')",0.0
9196,ZION,2018 q3,4010,0.4927481481085392,Erika L. Najarian,0.580210791095743,female,BofA Global Research,"('ZION', '2018 q3')",0.03333333507180214
9197,CFG,2018 q3,4010,0.2213369728466683,R. Scott Siefers,0.0777143775974373,male,Sandler O'Neill & Partners,"('CFG', '2018 q3')",0.0
9198,CMA,2018 q3,4010,0.5186458367508233,R. Scott Siefers,0.1325859698744473,male,Sandler O'Neill & Partners,"('CMA', '2018 q3')",0.008333333767950535
9199,FITB,2018 q3,4010,0.4889955170438248,R. Scott Siefers,0.1687804692605744,male,Sandler O'Neill & Partners,"('FITB', '2018 q3')",0.0
9200,HBAN,2018 q3,4010,0.5306465396806814,R. Scott Siefers,0.1358445749077083,male,Sandler O'Neill & Partners,"('HBAN', '2018 q3')",0.006989001762121916
9201,PNC,2018 q3,4010,0.5657982054894515,R. Scott Siefers,0.2089433724049383,male,Sandler O'Neill & Partners,"('PNC', '2018 q3')",0.0
9202,USB,2018 q3,4010,0.4239579592945449,R. Scott Siefers,0.2049393316336857,male,Sandler O'Neill & Partners,"('USB', '2018 q3')",0.0
9203,WFC,2018 q3,4010,0.5272427397480258,R. Scott Siefers,0.2039494800526311,male,Sandler O'Neill & Partners,"('WFC', '2018 q3')",0.0
9204,CFG,2018 q3,4010,0.2213369728466683,Jack Hampson,0.2679501410225427,male,CFRA Equity Research,"('CFG', '2018 q3')",0.0
9205,HBAN,2018 q3,4010,0.5306465396806814,Jack Hampson,0.292682223133466,male,CFRA Equity Research,"('HBAN', '2018 q3')",0.0
9206,PBCT,2018 q3,4010,0.4571226961744286,Jack Hampson,0.322390647582414,male,CFRA Equity Research,"('PBCT', '2018 q3')",0.0
9207,SIVB,2018 q3,4010,0.3350024193238333,Jack Hampson,0.3747364480727467,male,CFRA Equity Research,"('SIVB', '2018 q3')",0.0
9208,CFG,2018 q3,4010,0.2213369728466683,Mr. Kevin J. Barker,0.0824062416043092,male,Piper Sandler Companies,"('CFG', '2018 q3')",0.0
9209,HBAN,2018 q3,4010,0.5306465396806814,Mr. Kevin J. Barker,0.1713727737438861,male,Piper Sandler Companies,"('HBAN', '2018 q3')",0.0
9210,MTB,2018 q3,4010,0.3008385474239053,Mr. Kevin J. Barker,0.096727571051293,male,Piper Sandler Companies,"('MTB', '2018 q3')",0.02447342686355114
9211,PNC,2018 q3,4010,0.5657982054894515,Mr. Kevin J. Barker,0.1325073553129759,male,Piper Sandler Companies,"('PNC', '2018 q3')",0.011082589626312256
9212,TFC,2018 q3,4010,0.3807887736795355,Mr. Kevin J. Barker,0.1009765492599026,male,Piper Sandler Companies,"('TFC', '2018 q3')",0.0
9213,USB,2018 q3,4010,0.4239579592945449,Mr. Kevin J. Barker,0.1244781396957556,male,Piper Sandler Companies,"('USB', '2018 q3')",0.0
9214,WFC,2018 q3,4010,0.5272427397480258,Mr. Kevin J. Barker,0.1795233580309483,male,Piper Sandler Companies,"('WFC', '2018 q3')",0.0
9215,ZION,2018 q3,4010,0.4927481481085392,Mr. Kevin J. Barker,0.1292360361900919,male,Piper Sandler Companies,"('ZION', '2018 q3')",0.006692810604969661
9216,CFG,2018 q3,4010,0.2213369728466683,Mr. John Pancari,0.0484604127764889,male,EVERCORE ISI,"('CFG', '2018 q3')",0.0
9217,CMA,2018 q3,4010,0.5186458367508233,Mr. John Pancari,0.1394526922038343,male,EVERCORE ISI,"('CMA', '2018 q3')",0.0
9218,FITB,2018 q3,4010,0.4889955170438248,Mr. John Pancari,0.1006816463730365,male,EVERCORE ISI,"('FITB', '2018 q3')",0.0
9219,FRC,2018 q3,4010,0.4400574992124613,Mr. John Pancari,0.1024433663525372,male,EVERCORE ISI,"('FRC', '2018 q3')",0.0
9220,HBAN,2018 q3,4010,0.5306465396806814,Mr. John Pancari,0.4053032403879895,male,EVERCORE ISI,"('HBAN', '2018 q3')",0.0
9221,MTB,2018 q3,4010,0.3008385474239053,Mr. John Pancari,0.0670893458227728,male,EVERCORE ISI,"('MTB', '2018 q3')",0.01666666753590107
9222,PNC,2018 q3,4010,0.5657982054894515,Mr. John Pancari,0.6182292405550792,male,EVERCORE ISI,"('PNC', '2018 q3')",0.0
9223,SIVB,2018 q3,4010,0.3350024193238333,Mr. John Pancari,0.3648880751945646,male,EVERCORE ISI,"('SIVB', '2018 q3')",0.0
9224,TFC,2018 q3,4010,0.3807887736795355,Mr. John Pancari,0.5246884724003099,male,EVERCORE ISI,"('TFC', '2018 q3')",0.0
9225,USB,2018 q3,4010,0.4239579592945449,Mr. John Pancari,0.4263407568019695,male,EVERCORE ISI,"('USB', '2018 q3')",0.0
9226,WFC,2018 q3,4010,0.5272427397480258,Mr. John Pancari,0.2076272141867639,male,EVERCORE ISI,"('WFC', '2018 q3')",0.0
9227,ZION,2018 q3,4010,0.4927481481085392,Mr. John Pancari,0.4078120744997151,male,EVERCORE ISI,"('ZION', '2018 q3')",0.0
9228,CFG,2018 q3,4010,0.2213369728466683,Mr. Peter J. Winter,0.1528321242152979,male,Wedbush Securities Inc.,"('CFG', '2018 q3')",0.0
9229,CMA,2018 q3,4010,0.5186458367508233,Mr. Peter J. Winter,0.1261835699710795,male,Wedbush Securities Inc.,"('CMA', '2018 q3')",0.0
9230,FITB,2018 q3,4010,0.4889955170438248,Mr. Peter J. Winter,0.1197003807870462,male,Wedbush Securities Inc.,"('FITB', '2018 q3')",0.0
9231,HBAN,2018 q3,4010,0.5306465396806814,Mr. Peter J. Winter,0.1385867837261474,male,Wedbush Securities Inc.,"('HBAN', '2018 q3')",0.0
9232,MTB,2018 q3,4010,0.3008385474239053,Mr. Peter J. Winter,0.0611691363156679,male,Wedbush Securities Inc.,"('MTB', '2018 q3')",0.0
9233,USB,2018 q3,4010,0.4239579592945449,Mr. Peter J. Winter,0.0813598607421183,male,Wedbush Securities Inc.,"('USB', '2018 q3')",0.0
9234,ZION,2018 q3,4010,0.4927481481085392,Mr. Peter J. Winter,0.1347324243468572,male,Wedbush Securities Inc.,"('ZION', '2018 q3')",0.0
9235,CMA,2018 q3,4010,0.5186458367508233,Mr. David Rochester,0.3169650508366371,male,Deutsche Bank,"('CMA', '2018 q3')",0.0
9236,FRC,2018 q3,4010,0.4400574992124613,Mr. David Rochester,0.3706596090806349,male,Deutsche Bank,"('FRC', '2018 q3')",0.0
9237,ZION,2018 q3,4010,0.4927481481085392,Mr. David Rochester,0.2069603038979794,male,Deutsche Bank,"('ZION', '2018 q3')",0.0
9238,CMA,2018 q3,4010,0.5186458367508233,"Ms. Jennifer H. Demba, CFA",0.1053436594997737,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2018 q3')",0.015195980668067932
9239,SIVB,2018 q3,4010,0.3350024193238333,"Ms. Jennifer H. Demba, CFA",0.0770599158160681,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2018 q3')",0.0
9240,TFC,2018 q3,4010,0.3807887736795355,"Ms. Jennifer H. Demba, CFA",0.116999756281926,female,SunTrust Robinson Humphrey Capital Markets,"('TFC', '2018 q3')",0.0
9241,ZION,2018 q3,4010,0.4927481481085392,"Ms. Jennifer H. Demba, CFA",0.1508833884973757,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2018 q3')",0.0
9242,CMA,2018 q3,4010,0.5186458367508233,"Mr. Ken A. Zerbe, CFA",0.7313740417874453,male,Morgan Stanley,"('CMA', '2018 q3')",0.03333333507180214
9243,FRC,2018 q3,4010,0.4400574992124613,"Mr. Ken A. Zerbe, CFA",0.6610730373432301,male,Morgan Stanley,"('FRC', '2018 q3')",0.03333333507180214
9244,SIVB,2018 q3,4010,0.3350024193238333,"Mr. Ken A. Zerbe, CFA",0.1251383783186382,male,Morgan Stanley,"('SIVB', '2018 q3')",0.0
9245,CMA,2018 q3,4010,0.5186458367508233,"Jon G. Arfstrom, CPA",0.1171173660401129,male,RBC Capital Markets,"('CMA', '2018 q3')",0.0
9246,FRC,2018 q3,4010,0.4400574992124613,"Jon G. Arfstrom, CPA",0.099817187552217,male,RBC Capital Markets,"('FRC', '2018 q3')",0.0
9247,HBAN,2018 q3,4010,0.5306465396806814,"Jon G. Arfstrom, CPA",0.1541308643013881,male,RBC Capital Markets,"('HBAN', '2018 q3')",0.0
9248,SIVB,2018 q3,4010,0.3350024193238333,"Jon G. Arfstrom, CPA",0.0780972924796943,male,RBC Capital Markets,"('SIVB', '2018 q3')",0.0
9249,ZION,2018 q3,4010,0.4927481481085392,"Jon G. Arfstrom, CPA",0.1494664216042567,male,RBC Capital Markets,"('ZION', '2018 q3')",0.01595536433160305
9250,CMA,2018 q3,4010,0.5186458367508233,SADIF Research,0.9884734104044948,Not a person,Sadif Analytics Prime,"('CMA', '2018 q3')",0.978774905204773
9251,FITB,2018 q3,4010,0.4889955170438248,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FITB', '2018 q3')",0.9778177738189697
9252,FRC,2018 q3,4010,0.4400574992124613,SADIF Research,0.973197314710042,Not a person,Sadif Analytics Prime,"('FRC', '2018 q3')",0.9779834151268005
9253,PBCT,2018 q3,4010,0.4571226961744286,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PBCT', '2018 q3')",0.9790760278701782
9254,PNC,2018 q3,4010,0.5657982054894515,SADIF Research,0.9996338039047288,Not a person,Sadif Analytics Prime,"('PNC', '2018 q3')",0.9514216184616089
9255,WFC,2018 q3,4010,0.5272427397480258,SADIF Research,0.9956812727017867,Not a person,Sadif Analytics Prime,"('WFC', '2018 q3')",0.9575660824775696
9256,ZION,2018 q3,4010,0.4927481481085392,SADIF Research,0.9572532328028496,Not a person,Sadif Analytics Prime,"('ZION', '2018 q3')",0.9373539090156555
9257,CMA,2018 q3,4010,0.5186458367508233,S&P pool,0.3278375300437531,Not a person,CFRA Equity Research,"('CMA', '2018 q3')",0.0
9258,MTB,2018 q3,4010,0.3008385474239053,S&P pool,0.2696799671023861,Not a person,CFRA Equity Research,"('MTB', '2018 q3')",0.0
9259,PNC,2018 q3,4010,0.5657982054894515,S&P pool,0.2647779784294318,Not a person,CFRA Equity Research,"('PNC', '2018 q3')",0.0
9260,USB,2018 q3,4010,0.4239579592945449,S&P pool,0.3193591208131914,Not a person,CFRA Equity Research,"('USB', '2018 q3')",0.0
9261,CMA,2018 q3,4010,0.5186458367508233,"Jack G. Micenko, Jr",0.5159308059276575,male,Susquehanna Financial Group LLLP,"('CMA', '2018 q3')",0.0
9262,FITB,2018 q3,4010,0.4889955170438248,"Jack G. Micenko, Jr",0.4831361448160529,male,Susquehanna Financial Group LLLP,"('FITB', '2018 q3')",0.0
9263,HBAN,2018 q3,4010,0.5306465396806814,"Jack G. Micenko, Jr",0.5287839017057866,male,Susquehanna Financial Group LLLP,"('HBAN', '2018 q3')",0.0
9264,PNC,2018 q3,4010,0.5657982054894515,"Jack G. Micenko, Jr",0.4998589072579778,male,Susquehanna Financial Group LLLP,"('PNC', '2018 q3')",0.0
9265,USB,2018 q3,4010,0.4239579592945449,"Jack G. Micenko, Jr",0.5222104752469048,male,Susquehanna Financial Group LLLP,"('USB', '2018 q3')",0.0
9266,ZION,2018 q3,4010,0.4927481481085392,"Jack G. Micenko, Jr",0.580210791095743,male,Susquehanna Financial Group LLLP,"('ZION', '2018 q3')",0.03333333507180214
9267,FITB,2018 q3,4010,0.4889955170438248,"Mr. Jeff Fenwick, MBA",0.809081660218545,male,Cormark Securities Inc.,"('FITB', '2018 q3')",0.01666666753590107
9268,FITB,2018 q3,4010,0.4889955170438248,Mr. Christopher Marinac,0.3008704562479226,male,FIG Partners,"('FITB', '2018 q3')",0.0
9269,TFC,2018 q3,4010,0.3807887736795355,Mr. Christopher Marinac,0.0771386277720837,male,FIG Partners,"('TFC', '2018 q3')",0.0
9270,FRC,2018 q3,4010,0.4400574992124613,Mr. Michael K. Diana,0.1098010285483171,male,Maxim Group,"('FRC', '2018 q3')",0.017850589007139206
9271,SIVB,2018 q3,4010,0.3350024193238333,Mr. Michael K. Diana,0.109050213377967,male,Maxim Group,"('SIVB', '2018 q3')",0.0
9272,FRC,2018 q3,4010,0.4400574992124613,Matthew T. Clark,0.1372492151703399,male,Piper Sandler Companies,"('FRC', '2018 q3')",0.0
9273,FRC,2018 q3,4010,0.4400574992124613,Mr. Aaron J. Deer,0.1056487941170073,male,Sandler O'Neill & Partners,"('FRC', '2018 q3')",0.0
9274,SIVB,2018 q3,4010,0.3350024193238333,Mr. Aaron J. Deer,0.0574013605856138,male,Sandler O'Neill & Partners,"('SIVB', '2018 q3')",0.0
9275,FRC,2018 q3,4010,0.4400574992124613,"Mr. Matthew J. Keating, CFA",0.1053505237745674,male,Barclays,"('FRC', '2018 q3')",0.0
9276,PBCT,2018 q3,4010,0.4571226961744286,"Mr. Matthew J. Keating, CFA",0.1836717045470874,male,Barclays,"('PBCT', '2018 q3')",0.0
9277,SIVB,2018 q3,4010,0.3350024193238333,"Mr. Matthew J. Keating, CFA",0.06989790744944,male,Barclays,"('SIVB', '2018 q3')",0.0
9278,ZION,2018 q3,4010,0.4927481481085392,"Mr. Matthew J. Keating, CFA",0.1449987558914087,male,Barclays,"('ZION', '2018 q3')",0.0
9279,FRC,2018 q3,4010,0.4400574992124613,Mr. Casey Haire,0.1954268839163931,male,Jefferies,"('FRC', '2018 q3')",0.0
9280,FRC,2018 q3,4010,0.4400574992124613,Mr. Timothy N. Coffey,0.6610730373432301,male,FIG Partners,"('FRC', '2018 q3')",0.03333333507180214
9281,SIVB,2018 q3,4010,0.3350024193238333,Mr. Timothy N. Coffey,0.7479156812332493,male,FIG Partners,"('SIVB', '2018 q3')",0.03333333507180214
9282,ZION,2018 q3,4010,0.4927481481085392,Mr. Timothy N. Coffey,0.5802107910957429,male,FIG Partners,"('ZION', '2018 q3')",0.03333333507180214
9283,FRC,2018 q3,4010,0.4400574992124613,Mr. David J. Chiaverini,0.1095667818987018,male,Wedbush Securities Inc.,"('FRC', '2018 q3')",0.014415682293474674
9284,SIVB,2018 q3,4010,0.3350024193238333,Mr. David J. Chiaverini,0.0705762634727578,male,Wedbush Securities Inc.,"('SIVB', '2018 q3')",0.0
9285,HBAN,2018 q3,4010,0.5306465396806814,"Matt D. O-Connor, CFA",0.856461203891114,male,Deutsche Bank,"('HBAN', '2018 q3')",0.0
9286,PNC,2018 q3,4010,0.5657982054894515,"Matt D. O-Connor, CFA",0.8637839846879408,male,Deutsche Bank,"('PNC', '2018 q3')",0.0
9287,JPM,2018 q3,4010,0.499156079990929,Mr. Alevizos Alevizakos,0.3055148763602357,male,HSBC,"('JPM', '2018 q3')",0.0
9288,MTB,2018 q3,4010,0.3008385474239053,"Mr. Frank J. Schiraldi, CFA",0.096941075811503,male,Sandler O'Neill & Partners,"('MTB', '2018 q3')",0.0
9289,PBCT,2018 q3,4010,0.4571226961744286,Mr. Matthew M. Breese,0.2295415604178999,male,Piper Sandler Companies,"('PBCT', '2018 q3')",0.007707446813583374
9290,PBCT,2018 q3,4010,0.4571226961744286,"Mr. Mark T. Fitzgibbon, CPA",0.2277496583538297,male,Sandler O'Neill & Partners,"('PBCT', '2018 q3')",0.0
9291,PBCT,2018 q3,4010,0.4571226961744286,Mr. Austin L. Nicholas,0.1882530674709996,male,Stephens Inc.,"('PBCT', '2018 q3')",0.0
9292,PNC,2018 q3,4010,0.5657982054894515,Acquisdata Research Team,0.7219955085799658,Not a person,Acquisdata,"('PNC', '2018 q3')",0.0
9293,RF,2018 q3,4010,0.044399230616546,"Betsy L. Graseck, CFA",0.044399230616546,female,Morgan Stanley,"('RF', '2018 q3')",0.0
9294,WFC,2018 q3,4010,0.5272427397480258,"Betsy L. Graseck, CFA",0.3719396762916372,female,Morgan Stanley,"('WFC', '2018 q3')",0.015009828843176365
9295,SIVB,2018 q3,4010,0.3350024193238333,Mr. Ebrahim H. Poonawala,0.32157118935093,male,BofA Global Research,"('SIVB', '2018 q3')",0.0
9296,SIVB,2018 q3,4010,0.3350024193238333,Mr. Christopher J. York,0.0697302506099099,male,JMP Securities,"('SIVB', '2018 q3')",0.0
9297,SIVB,2018 q3,4010,0.3350024193238333,Colin Plunkett,0.3280758007934176,male,"Morningstar, Inc.","('SIVB', '2018 q3')",0.0
9298,SIVB,2018 q3,4010,0.3350024193238333,Mr. Tyler Stafford,0.1848109295700095,male,Stephens Inc.,"('SIVB', '2018 q3')",0.0
9299,SIVB,2018 q3,4010,0.3350024193238333,"Mr. Brett D. Rabatin, CFA",0.0743910920153814,male,Piper Sandler Companies,"('SIVB', '2018 q3')",0.0
9300,TFC,2018 q3,4010,0.3807887736795355,"Mr. Stephen Scouten, CFA",0.0885793070461635,male,Sandler O'Neill & Partners,"('TFC', '2018 q3')",0.0
9301,WFC,2018 q3,4010,0.5272427397480258,Mr. Peter G. Richardson,0.3943864180575779,male,Berenberg,"('WFC', '2018 q3')",0.0
9302,ZION,2018 q3,4010,0.4927481481085392,"Mr. Brad J. Milsaps, CFA",0.1458168127125603,male,Sandler O'Neill & Partners,"('ZION', '2018 q3')",0.013278990983963013
9303,BAC,2018 q4,4010,0.5112476070783147,Eric Compton,0.8379485715133028,male,"Morningstar, Inc.","('BAC', '2018 q4')",0.0
9304,CMA,2018 q4,4010,0.429681345716882,Eric Compton,0.8903651510482704,male,"Morningstar, Inc.","('CMA', '2018 q4')",0.0
9305,FITB,2018 q4,4010,0.4177244085646433,Eric Compton,0.8729078845875973,male,"Morningstar, Inc.","('FITB', '2018 q4')",0.0
9306,HBAN,2018 q4,4010,0.5748248392897348,Eric Compton,0.8728493419355217,male,"Morningstar, Inc.","('HBAN', '2018 q4')",0.0
9307,JPM,2018 q4,4010,0.6602761933427939,Eric Compton,0.7913300914527949,male,"Morningstar, Inc.","('JPM', '2018 q4')",0.0
9308,MTB,2018 q4,4010,0.286851540442271,Eric Compton,0.807181244806852,male,"Morningstar, Inc.","('MTB', '2018 q4')",0.0
9309,PNC,2018 q4,4010,0.566025484967611,Eric Compton,0.8628634687975975,male,"Morningstar, Inc.","('PNC', '2018 q4')",0.0
9310,TFC,2018 q4,4010,0.2810883420576847,Eric Compton,0.7944246473801834,male,"Morningstar, Inc.","('TFC', '2018 q4')",0.0
9311,USB,2018 q4,4010,0.3369169153548599,Eric Compton,0.8869140521537097,male,"Morningstar, Inc.","('USB', '2018 q4')",0.0
9312,WFC,2018 q4,4010,0.6692801411988067,Eric Compton,0.7875267905687681,male,"Morningstar, Inc.","('WFC', '2018 q4')",0.0
9313,ZION,2018 q4,4010,0.4998608459160318,Eric Compton,0.6389950277679565,male,"Morningstar, Inc.","('ZION', '2018 q4')",0.0
9314,BAC,2018 q4,4010,0.5112476070783147,SADIF Research,0.9893902683080532,Not a person,Sadif Analytics Prime,"('BAC', '2018 q4')",0.9343971014022827
9315,CMA,2018 q4,4010,0.429681345716882,SADIF Research,0.9883769874230256,Not a person,Sadif Analytics Prime,"('CMA', '2018 q4')",0.9788881540298462
9316,FITB,2018 q4,4010,0.4177244085646433,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FITB', '2018 q4')",0.9780651330947876
9317,FRC,2018 q4,4010,0.4249779761448955,SADIF Research,0.9779488934649532,Not a person,Sadif Analytics Prime,"('FRC', '2018 q4')",0.9780651926994324
9318,HBAN,2018 q4,4010,0.5748248392897348,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HBAN', '2018 q4')",0.9690657258033752
9319,PBCT,2018 q4,4010,0.385822653651134,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PBCT', '2018 q4')",0.9627441763877869
9320,PNC,2018 q4,4010,0.566025484967611,SADIF Research,0.9885410194818736,Not a person,Sadif Analytics Prime,"('PNC', '2018 q4')",0.9498150944709778
9321,WFC,2018 q4,4010,0.6692801411988067,SADIF Research,0.9988609464392486,Not a person,Sadif Analytics Prime,"('WFC', '2018 q4')",0.9676943123340607
9322,ZION,2018 q4,4010,0.4998608459160318,SADIF Research,0.9788337677554408,Not a person,Sadif Analytics Prime,"('ZION', '2018 q4')",0.9367244243621826
9323,BAC,2018 q4,4010,0.5112476070783147,"Mr. Jason M. Goldberg, CFA",0.1496752416057865,male,Barclays,"('BAC', '2018 q4')",0.0
9324,CFG,2018 q4,4010,0.2517943743634591,"Mr. Jason M. Goldberg, CFA",0.0573255082803539,male,Barclays,"('CFG', '2018 q4')",0.0
9325,CMA,2018 q4,4010,0.429681345716882,"Mr. Jason M. Goldberg, CFA",0.0727436513248285,male,Barclays,"('CMA', '2018 q4')",0.0
9326,FITB,2018 q4,4010,0.4177244085646433,"Mr. Jason M. Goldberg, CFA",0.0860231587451773,male,Barclays,"('FITB', '2018 q4')",0.0
9327,HBAN,2018 q4,4010,0.5748248392897348,"Mr. Jason M. Goldberg, CFA",0.2316845234024452,male,Barclays,"('HBAN', '2018 q4')",0.0
9328,JPM,2018 q4,4010,0.6602761933427939,"Mr. Jason M. Goldberg, CFA",0.3378061849610799,male,Barclays,"('JPM', '2018 q4')",0.0
9329,MTB,2018 q4,4010,0.286851540442271,"Mr. Jason M. Goldberg, CFA",0.0764862865410487,male,Barclays,"('MTB', '2018 q4')",0.0
9330,PNC,2018 q4,4010,0.566025484967611,"Mr. Jason M. Goldberg, CFA",0.1588048603430115,male,Barclays,"('PNC', '2018 q4')",0.0
9331,TFC,2018 q4,4010,0.2810883420576847,"Mr. Jason M. Goldberg, CFA",0.0624524620641521,male,Barclays,"('TFC', '2018 q4')",0.0
9332,USB,2018 q4,4010,0.3369169153548599,"Mr. Jason M. Goldberg, CFA",0.0699173184039062,male,Barclays,"('USB', '2018 q4')",0.0
9333,WFC,2018 q4,4010,0.6692801411988067,"Mr. Jason M. Goldberg, CFA",0.2871089519107923,male,Barclays,"('WFC', '2018 q4')",0.0
9334,BAC,2018 q4,4010,0.5112476070783147,Mr. Jeffery J. Harte,0.2945331647738286,male,Sandler O'Neill & Partners,"('BAC', '2018 q4')",0.0
9335,JPM,2018 q4,4010,0.6602761933427939,Mr. Jeffery J. Harte,0.4297858897002962,male,Sandler O'Neill & Partners,"('JPM', '2018 q4')",0.0
9336,BAC,2018 q4,4010,0.5112476070783147,Ms. Susan Roth Katzke,0.3217621183324544,female,Credit Suisse,"('BAC', '2018 q4')",0.007158099673688412
9337,CFG,2018 q4,4010,0.2517943743634591,Ms. Susan Roth Katzke,0.3451660146102797,female,Credit Suisse,"('CFG', '2018 q4')",0.020526972288886707
9338,JPM,2018 q4,4010,0.6602761933427939,Ms. Susan Roth Katzke,0.4148472577361383,female,Credit Suisse,"('JPM', '2018 q4')",0.03029112455745538
9339,PNC,2018 q4,4010,0.566025484967611,Ms. Susan Roth Katzke,0.3059955062104941,female,Credit Suisse,"('PNC', '2018 q4')",0.02393536688759923
9340,USB,2018 q4,4010,0.3369169153548599,Ms. Susan Roth Katzke,0.1237015951130664,female,Credit Suisse,"('USB', '2018 q4')",0.013208556920289993
9341,WFC,2018 q4,4010,0.6692801411988067,Ms. Susan Roth Katzke,0.8731375820667869,female,Credit Suisse,"('WFC', '2018 q4')",0.012022390961647034
9342,BAC,2018 q4,4010,0.5112476070783147,"Mr. Kenneth M. Leon, CPA",0.5438743048095451,male,CFRA Equity Research,"('BAC', '2018 q4')",0.0
9343,JPM,2018 q4,4010,0.6602761933427939,"Mr. Kenneth M. Leon, CPA",0.6463263200830126,male,CFRA Equity Research,"('JPM', '2018 q4')",0.0
9344,WFC,2018 q4,4010,0.6692801411988067,"Mr. Kenneth M. Leon, CPA",0.5880450275430175,male,CFRA Equity Research,"('WFC', '2018 q4')",0.0
9345,BAC,2018 q4,4010,0.5112476070783147,Gerard S. Cassidy,0.130395470236214,male,RBC Capital Markets,"('BAC', '2018 q4')",0.023834381252527237
9346,CFG,2018 q4,4010,0.2517943743634591,Gerard S. Cassidy,0.0687033558122192,male,RBC Capital Markets,"('CFG', '2018 q4')",0.01666666753590107
9347,FITB,2018 q4,4010,0.4177244085646433,Gerard S. Cassidy,0.0848069354634074,male,RBC Capital Markets,"('FITB', '2018 q4')",0.0
9348,JPM,2018 q4,4010,0.6602761933427939,Gerard S. Cassidy,0.3358751912640207,male,RBC Capital Markets,"('JPM', '2018 q4')",0.008451581932604313
9349,MTB,2018 q4,4010,0.286851540442271,Gerard S. Cassidy,0.0712883298013316,male,RBC Capital Markets,"('MTB', '2018 q4')",0.0
9350,PNC,2018 q4,4010,0.566025484967611,Gerard S. Cassidy,0.1307082992047344,male,RBC Capital Markets,"('PNC', '2018 q4')",0.011111111690600714
9351,RF,2018 q4,4010,0.0,Gerard S. Cassidy,,male,RBC Capital Markets,"('RF', '2018 q4')",0.0
9352,TFC,2018 q4,4010,0.2810883420576847,Gerard S. Cassidy,0.0942286253173914,male,RBC Capital Markets,"('TFC', '2018 q4')",0.0
9353,USB,2018 q4,4010,0.3369169153548599,Gerard S. Cassidy,0.0772541181669486,male,RBC Capital Markets,"('USB', '2018 q4')",0.027506181970238686
9354,WFC,2018 q4,4010,0.6692801411988067,Gerard S. Cassidy,0.2663604145880563,male,RBC Capital Markets,"('WFC', '2018 q4')",0.0
9355,BAC,2018 q4,4010,0.5112476070783147,James F. Mitchell,0.2299696296160602,male,The Buckingham Research Group,"('BAC', '2018 q4')",0.0
9356,BAC,2018 q4,4010,0.5112476070783147,Ken M. Usdin,0.1696872557220739,male,Jefferies,"('BAC', '2018 q4')",0.0
9357,CFG,2018 q4,4010,0.2517943743634591,Ken M. Usdin,0.1083916937305605,male,Jefferies,"('CFG', '2018 q4')",0.0
9358,CMA,2018 q4,4010,0.429681345716882,Ken M. Usdin,0.1186694577021368,male,Jefferies,"('CMA', '2018 q4')",0.0
9359,BAC,2018 q4,4010,0.5112476070783147,Chris M. Kotowski,0.1332240277408957,male,"Oppenheimer & Co., Inc.","('BAC', '2018 q4')",0.0
9360,BAC,2018 q4,4010,0.5112476070783147,"Mr. Glenn P. Schorr, CFA",0.1256614995575221,male,EVERCORE ISI,"('BAC', '2018 q4')",0.0
9361,BAC,2018 q4,4010,0.5112476070783147,"Matt D. O-Connor, CFA",0.1067146378904704,male,Deutsche Bank,"('BAC', '2018 q4')",0.018728215247392654
9362,PNC,2018 q4,4010,0.566025484967611,"Matt D. O-Connor, CFA",0.9442414995861408,male,Deutsche Bank,"('PNC', '2018 q4')",0.0
9363,BAC,2018 q4,4010,0.5112476070783147,Mr. Andrew Lim,0.5343967572292854,male,Societe Generale,"('BAC', '2018 q4')",0.0
9364,JPM,2018 q4,4010,0.6602761933427939,Mr. Andrew Lim,0.5393766310792305,male,Societe Generale,"('JPM', '2018 q4')",0.0
9365,C,2018 q4,4010,0.6293569997455779,Tara Hassan,0.6293569997455778,female,Raymond James Ltd. (Canada),"('C', '2018 q4')",0.011914442293345928
9366,C,2018 q4,4010,0.6293569997455779,Mr. Alevizos Alevizakos,0.6293569997455779,male,HSBC,"('C', '2018 q4')",0.03333333507180214
9367,CFG,2018 q4,4010,0.2517943743634591,Erika L. Najarian,0.4635494386175128,female,BofA Global Research,"('CFG', '2018 q4')",0.0
9368,CMA,2018 q4,4010,0.429681345716882,Erika L. Najarian,0.3072639569350601,female,BofA Global Research,"('CMA', '2018 q4')",0.0
9369,FITB,2018 q4,4010,0.4177244085646433,Erika L. Najarian,0.1385108570563215,female,BofA Global Research,"('FITB', '2018 q4')",0.0
9370,PNC,2018 q4,4010,0.566025484967611,Erika L. Najarian,0.2400181349125325,female,BofA Global Research,"('PNC', '2018 q4')",0.0
9371,USB,2018 q4,4010,0.3369169153548599,Erika L. Najarian,0.360955733865918,female,BofA Global Research,"('USB', '2018 q4')",0.0
9372,WFC,2018 q4,4010,0.6692801411988067,Erika L. Najarian,0.3795435562168185,female,BofA Global Research,"('WFC', '2018 q4')",0.0
9373,ZION,2018 q4,4010,0.4998608459160318,Erika L. Najarian,0.7442123158736101,female,BofA Global Research,"('ZION', '2018 q4')",0.03333333507180214
9374,CFG,2018 q4,4010,0.2517943743634591,"Mr. Terry McEvoy, CFA",0.1045675724093214,male,Stephens Inc.,"('CFG', '2018 q4')",0.0
9375,CMA,2018 q4,4010,0.429681345716882,"Mr. Terry McEvoy, CFA",0.0934788436196378,male,Stephens Inc.,"('CMA', '2018 q4')",0.0
9376,FITB,2018 q4,4010,0.4177244085646433,"Mr. Terry McEvoy, CFA",0.1259701670951598,male,Stephens Inc.,"('FITB', '2018 q4')",0.0
9377,FRC,2018 q4,4010,0.4249779761448955,"Mr. Terry McEvoy, CFA",0.1673836885388048,male,Stephens Inc.,"('FRC', '2018 q4')",0.0
9378,PNC,2018 q4,4010,0.566025484967611,"Mr. Terry McEvoy, CFA",0.1670340404132914,male,Stephens Inc.,"('PNC', '2018 q4')",0.03082440420985222
9379,TFC,2018 q4,4010,0.2810883420576847,"Mr. Terry McEvoy, CFA",0.1094645131383764,male,Stephens Inc.,"('TFC', '2018 q4')",0.0
9380,USB,2018 q4,4010,0.3369169153548599,"Mr. Terry McEvoy, CFA",0.1032290192835398,male,Stephens Inc.,"('USB', '2018 q4')",0.0
9381,CFG,2018 q4,4010,0.2517943743634591,Harrison Webster,0.2824722499016303,male,CFRA Equity Research,"('CFG', '2018 q4')",0.0
9382,CMA,2018 q4,4010,0.429681345716882,Harrison Webster,0.2940143530704334,male,CFRA Equity Research,"('CMA', '2018 q4')",0.0
9383,FITB,2018 q4,4010,0.4177244085646433,Harrison Webster,0.3012629130665232,male,CFRA Equity Research,"('FITB', '2018 q4')",0.0
9384,HBAN,2018 q4,4010,0.5748248392897348,Harrison Webster,0.3924702430457046,male,CFRA Equity Research,"('HBAN', '2018 q4')",0.0
9385,MTB,2018 q4,4010,0.286851540442271,Harrison Webster,0.2675126072802216,male,CFRA Equity Research,"('MTB', '2018 q4')",0.0
9386,PBCT,2018 q4,4010,0.385822653651134,Harrison Webster,0.3279337762983181,male,CFRA Equity Research,"('PBCT', '2018 q4')",0.0
9387,PNC,2018 q4,4010,0.566025484967611,Harrison Webster,0.3251754488257329,male,CFRA Equity Research,"('PNC', '2018 q4')",0.0
9388,SIVB,2018 q4,4010,0.2631805881011607,Harrison Webster,0.3522224598598558,male,CFRA Equity Research,"('SIVB', '2018 q4')",0.0
9389,TFC,2018 q4,4010,0.2810883420576847,Harrison Webster,0.32917966348204,male,CFRA Equity Research,"('TFC', '2018 q4')",0.0
9390,USB,2018 q4,4010,0.3369169153548599,Harrison Webster,0.3174619204262928,male,CFRA Equity Research,"('USB', '2018 q4')",0.0
9391,ZION,2018 q4,4010,0.4998608459160318,Harrison Webster,0.2781067826525397,male,CFRA Equity Research,"('ZION', '2018 q4')",0.0
9392,CFG,2018 q4,4010,0.2517943743634591,Mr. Kevin J. Barker,0.0599169827309083,male,Piper Sandler Companies,"('CFG', '2018 q4')",0.0
9393,MTB,2018 q4,4010,0.286851540442271,Mr. Kevin J. Barker,0.1473732057774441,male,Piper Sandler Companies,"('MTB', '2018 q4')",0.0
9394,PNC,2018 q4,4010,0.566025484967611,Mr. Kevin J. Barker,0.1161006906190222,male,Piper Sandler Companies,"('PNC', '2018 q4')",0.015778865665197372
9395,TFC,2018 q4,4010,0.2810883420576847,Mr. Kevin J. Barker,0.2010658622249626,male,Piper Sandler Companies,"('TFC', '2018 q4')",0.0
9396,USB,2018 q4,4010,0.3369169153548599,Mr. Kevin J. Barker,0.1890606458796574,male,Piper Sandler Companies,"('USB', '2018 q4')",0.02485509216785431
9397,ZION,2018 q4,4010,0.4998608459160318,Mr. Kevin J. Barker,0.3112167656519915,male,Piper Sandler Companies,"('ZION', '2018 q4')",0.025698989629745483
9398,CFG,2018 q4,4010,0.2517943743634591,R. Scott Siefers,0.1050292983390662,male,Sandler O'Neill & Partners,"('CFG', '2018 q4')",0.0
9399,CMA,2018 q4,4010,0.429681345716882,R. Scott Siefers,0.0927367459483399,male,Sandler O'Neill & Partners,"('CMA', '2018 q4')",0.0
9400,HBAN,2018 q4,4010,0.5748248392897348,R. Scott Siefers,0.1943272221385882,male,Sandler O'Neill & Partners,"('HBAN', '2018 q4')",0.0
9401,PNC,2018 q4,4010,0.566025484967611,R. Scott Siefers,0.2072390117465546,male,Sandler O'Neill & Partners,"('PNC', '2018 q4')",0.0
9402,USB,2018 q4,4010,0.3369169153548599,R. Scott Siefers,0.1828012084201702,male,Sandler O'Neill & Partners,"('USB', '2018 q4')",0.005675466110308965
9403,WFC,2018 q4,4010,0.6692801411988067,R. Scott Siefers,0.3257940488161697,male,Sandler O'Neill & Partners,"('WFC', '2018 q4')",0.0078051453456282616
9404,CFG,2018 q4,4010,0.2517943743634591,Mr. Peter J. Winter,0.0839176864371759,male,Wedbush Securities Inc.,"('CFG', '2018 q4')",0.0
9405,CMA,2018 q4,4010,0.429681345716882,Mr. Peter J. Winter,0.0736914036524086,male,Wedbush Securities Inc.,"('CMA', '2018 q4')",0.0
9406,FITB,2018 q4,4010,0.4177244085646433,Mr. Peter J. Winter,0.1644060327480979,male,Wedbush Securities Inc.,"('FITB', '2018 q4')",0.0
9407,HBAN,2018 q4,4010,0.5748248392897348,Mr. Peter J. Winter,0.2504097994380901,male,Wedbush Securities Inc.,"('HBAN', '2018 q4')",0.0
9408,MTB,2018 q4,4010,0.286851540442271,Mr. Peter J. Winter,0.0692405784922022,male,Wedbush Securities Inc.,"('MTB', '2018 q4')",0.0
9409,USB,2018 q4,4010,0.3369169153548599,Mr. Peter J. Winter,0.0685797426994297,male,Wedbush Securities Inc.,"('USB', '2018 q4')",0.0
9410,ZION,2018 q4,4010,0.4998608459160318,Mr. Peter J. Winter,0.1010227515351754,male,Wedbush Securities Inc.,"('ZION', '2018 q4')",0.0
9411,CMA,2018 q4,4010,0.429681345716882,"Jon G. Arfstrom, CPA",0.0825153021943048,male,RBC Capital Markets,"('CMA', '2018 q4')",0.0
9412,FRC,2018 q4,4010,0.4249779761448955,"Jon G. Arfstrom, CPA",0.1378292256374129,male,RBC Capital Markets,"('FRC', '2018 q4')",0.0
9413,HBAN,2018 q4,4010,0.5748248392897348,"Jon G. Arfstrom, CPA",0.2477095269989491,male,RBC Capital Markets,"('HBAN', '2018 q4')",0.0
9414,SIVB,2018 q4,4010,0.2631805881011607,"Jon G. Arfstrom, CPA",0.0730534739798711,male,RBC Capital Markets,"('SIVB', '2018 q4')",0.0
9415,ZION,2018 q4,4010,0.4998608459160318,"Jon G. Arfstrom, CPA",0.1213661289786081,male,RBC Capital Markets,"('ZION', '2018 q4')",0.01666666753590107
9416,CMA,2018 q4,4010,0.429681345716882,"Mr. Brett D. Rabatin, CFA",0.1354616278776861,male,Piper Sandler Companies,"('CMA', '2018 q4')",0.0
9417,CMA,2018 q4,4010,0.429681345716882,"Ms. Jennifer H. Demba, CFA",0.0824157980501223,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2018 q4')",0.01029206346720457
9418,SIVB,2018 q4,4010,0.2631805881011607,"Ms. Jennifer H. Demba, CFA",0.0546322951523643,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2018 q4')",0.0
9419,TFC,2018 q4,4010,0.2810883420576847,"Ms. Jennifer H. Demba, CFA",0.0883434737352814,female,SunTrust Robinson Humphrey Capital Markets,"('TFC', '2018 q4')",0.0
9420,ZION,2018 q4,4010,0.4998608459160318,"Ms. Jennifer H. Demba, CFA",0.11787342542701,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2018 q4')",0.0
9421,CMA,2018 q4,4010,0.429681345716882,Mr. David Rochester,0.0690800280194154,male,Deutsche Bank,"('CMA', '2018 q4')",0.0
9422,PBCT,2018 q4,4010,0.385822653651134,Mr. David Rochester,0.1022919685769744,male,Deutsche Bank,"('PBCT', '2018 q4')",0.0
9423,ZION,2018 q4,4010,0.4998608459160318,Mr. David Rochester,0.111978653816829,male,Deutsche Bank,"('ZION', '2018 q4')",0.0
9424,CMA,2018 q4,4010,0.429681345716882,Mr. John Pancari,0.0754063114181949,male,EVERCORE ISI,"('CMA', '2018 q4')",0.0
9425,FITB,2018 q4,4010,0.4177244085646433,Mr. John Pancari,0.0808318404039892,male,EVERCORE ISI,"('FITB', '2018 q4')",0.0
9426,FRC,2018 q4,4010,0.4249779761448955,Mr. John Pancari,0.1072340876130398,male,EVERCORE ISI,"('FRC', '2018 q4')",0.0
9427,HBAN,2018 q4,4010,0.5748248392897348,Mr. John Pancari,0.3786032310378285,male,EVERCORE ISI,"('HBAN', '2018 q4')",0.0
9428,MTB,2018 q4,4010,0.286851540442271,Mr. John Pancari,0.0809973072594356,male,EVERCORE ISI,"('MTB', '2018 q4')",0.0
9429,PNC,2018 q4,4010,0.566025484967611,Mr. John Pancari,0.1199197322894925,male,EVERCORE ISI,"('PNC', '2018 q4')",0.0
9430,SIVB,2018 q4,4010,0.2631805881011607,Mr. John Pancari,0.0502512027739851,male,EVERCORE ISI,"('SIVB', '2018 q4')",0.0
9431,TFC,2018 q4,4010,0.2810883420576847,Mr. John Pancari,0.0636240747406817,male,EVERCORE ISI,"('TFC', '2018 q4')",0.0
9432,USB,2018 q4,4010,0.3369169153548599,Mr. John Pancari,0.0706530580636774,male,EVERCORE ISI,"('USB', '2018 q4')",0.0
9433,WFC,2018 q4,4010,0.6692801411988067,Mr. John Pancari,0.2707828004773561,male,EVERCORE ISI,"('WFC', '2018 q4')",0.0
9434,ZION,2018 q4,4010,0.4998608459160318,Mr. John Pancari,0.336611057984112,male,EVERCORE ISI,"('ZION', '2018 q4')",0.0
9435,CMA,2018 q4,4010,0.429681345716882,"Mr. Ken A. Zerbe, CFA",0.7616027801185502,male,Morgan Stanley,"('CMA', '2018 q4')",0.03333333507180214
9436,FITB,2018 q4,4010,0.4177244085646433,"Mr. Ken A. Zerbe, CFA",0.1445411224265927,male,Morgan Stanley,"('FITB', '2018 q4')",0.0
9437,FRC,2018 q4,4010,0.4249779761448955,"Mr. Ken A. Zerbe, CFA",0.7552458009077402,male,Morgan Stanley,"('FRC', '2018 q4')",0.03333333507180214
9438,SIVB,2018 q4,4010,0.2631805881011607,"Mr. Ken A. Zerbe, CFA",0.049314791504089,male,Morgan Stanley,"('SIVB', '2018 q4')",0.0
9439,FITB,2018 q4,4010,0.4177244085646433,Mr. Casey Haire,0.0886346622845214,male,Jefferies,"('FITB', '2018 q4')",0.0
9440,PBCT,2018 q4,4010,0.385822653651134,Mr. Casey Haire,0.4194596581633827,male,Jefferies,"('PBCT', '2018 q4')",0.0
9441,SIVB,2018 q4,4010,0.2631805881011607,Mr. Casey Haire,0.4381180297379691,male,Jefferies,"('SIVB', '2018 q4')",0.016632504761219025
9442,FRC,2018 q4,4010,0.4249779761448955,Mr. Aaron J. Deer,0.1566170508904829,male,Sandler O'Neill & Partners,"('FRC', '2018 q4')",0.0
9443,SIVB,2018 q4,4010,0.2631805881011607,Mr. Aaron J. Deer,0.077251357176331,male,Sandler O'Neill & Partners,"('SIVB', '2018 q4')",0.0
9444,FRC,2018 q4,4010,0.4249779761448955,Mr. Timothy N. Coffey,0.2518713363743461,male,FIG Partners,"('FRC', '2018 q4')",0.022222223381201427
9445,SIVB,2018 q4,4010,0.2631805881011607,Mr. Timothy N. Coffey,0.1069130595867613,male,FIG Partners,"('SIVB', '2018 q4')",0.011111111690600714
9446,ZION,2018 q4,4010,0.4998608459160318,Mr. Timothy N. Coffey,0.1512877092667136,male,FIG Partners,"('ZION', '2018 q4')",0.0
9447,FRC,2018 q4,4010,0.4249779761448955,Matthew T. Clark,0.1036099521791462,male,Piper Sandler Companies,"('FRC', '2018 q4')",0.0
9448,FRC,2018 q4,4010,0.4249779761448955,"Mr. Matthew J. Keating, CFA",0.1565852241284673,male,Barclays,"('FRC', '2018 q4')",0.0
9449,PBCT,2018 q4,4010,0.385822653651134,"Mr. Matthew J. Keating, CFA",0.0936425939771307,male,Barclays,"('PBCT', '2018 q4')",0.0
9450,SIVB,2018 q4,4010,0.2631805881011607,"Mr. Matthew J. Keating, CFA",0.0421991158057601,male,Barclays,"('SIVB', '2018 q4')",0.0
9451,ZION,2018 q4,4010,0.4998608459160318,"Mr. Matthew J. Keating, CFA",0.1249731506940599,male,Barclays,"('ZION', '2018 q4')",0.0
9452,FRC,2018 q4,4010,0.4249779761448955,Mr. David J. Chiaverini,0.1242483612298965,male,Wedbush Securities Inc.,"('FRC', '2018 q4')",0.021266208961606026
9453,SIVB,2018 q4,4010,0.2631805881011607,Mr. David J. Chiaverini,0.0899277659123868,male,Wedbush Securities Inc.,"('SIVB', '2018 q4')",0.0
9454,JPM,2018 q4,4010,0.6602761933427939,Credit Suisse Global Product Marketing,0.7953323300942537,Not a person,Credit Suisse,"('JPM', '2018 q4')",0.0
9455,PNC,2018 q4,4010,0.566025484967611,Credit Suisse Global Product Marketing,0.7382188961849403,Not a person,Credit Suisse,"('PNC', '2018 q4')",0.0
9456,MTB,2018 q4,4010,0.286851540442271,"Mr. Frank J. Schiraldi, CFA",0.0828875820485998,male,Sandler O'Neill & Partners,"('MTB', '2018 q4')",0.0
9457,PBCT,2018 q4,4010,0.385822653651134,"David J. Bishop, CFA",0.1077925843959797,male,FIG Partners,"('PBCT', '2018 q4')",0.0
9458,PBCT,2018 q4,4010,0.385822653651134,Mr. Matthew M. Breese,0.1229483609305158,male,Piper Sandler Companies,"('PBCT', '2018 q4')",0.0
9459,PBCT,2018 q4,4010,0.385822653651134,Mr. Austin L. Nicholas,0.1341382184944552,male,Stephens Inc.,"('PBCT', '2018 q4')",0.0
9460,PBCT,2018 q4,4010,0.385822653651134,Mr. Jake Civiello,0.1160131167775803,male,RBC Capital Markets,"('PBCT', '2018 q4')",0.01666666753590107
9461,PNC,2018 q4,4010,0.566025484967611,"Betsy L. Graseck, CFA",0.1381486373819156,female,Morgan Stanley,"('PNC', '2018 q4')",0.014704705215990543
9462,TFC,2018 q4,4010,0.2810883420576847,"Betsy L. Graseck, CFA",0.1100493820478691,female,Morgan Stanley,"('TFC', '2018 q4')",0.0
9463,PNC,2018 q4,4010,0.566025484967611,Acquisdata Research Team,0.3974295959334821,Not a person,Acquisdata,"('PNC', '2018 q4')",0.0
9464,SIVB,2018 q4,4010,0.2631805881011607,Mr. Ebrahim H. Poonawala,0.3515616288519013,male,BofA Global Research,"('SIVB', '2018 q4')",0.01737574115395546
9465,SIVB,2018 q4,4010,0.2631805881011607,Mr. Tyler Stafford,0.1309891098009473,male,Stephens Inc.,"('SIVB', '2018 q4')",0.0
9466,SIVB,2018 q4,4010,0.2631805881011607,Mr. Michael K. Diana,0.15921173610627,male,Maxim Group,"('SIVB', '2018 q4')",0.0
9467,SIVB,2018 q4,4010,0.2631805881011607,Colin Plunkett,0.3786415168318992,male,"Morningstar, Inc.","('SIVB', '2018 q4')",0.0
9468,ZION,2018 q4,4010,0.4998608459160318,Colin Plunkett,0.5870356797308727,male,"Morningstar, Inc.","('ZION', '2018 q4')",0.0
9469,SIVB,2018 q4,4010,0.2631805881011607,Mr. Christopher J. York,0.0882237006390033,male,JMP Securities,"('SIVB', '2018 q4')",0.0
9470,TFC,2018 q4,4010,0.2810883420576847,Mr. Christopher Marinac,0.0750002637009366,male,FIG Partners,"('TFC', '2018 q4')",0.0
9471,TFC,2018 q4,4010,0.2810883420576847,"Mr. Stephen Scouten, CFA",0.0800612212826031,male,Sandler O'Neill & Partners,"('TFC', '2018 q4')",0.0
9472,ZION,2018 q4,4010,0.4998608459160318,"Mr. Brad J. Milsaps, CFA",0.1230203493406756,male,Sandler O'Neill & Partners,"('ZION', '2018 q4')",0.0
9473,BAC,2019 q1,4010,0.7514079320281889,Mr. Jeffery J. Harte,0.8147419482855827,male,Sandler O'Neill & Partners,"('BAC', '2019 q1')",0.017333492636680603
9474,JPM,2019 q1,4010,0.6627766386595068,Mr. Jeffery J. Harte,0.2673966550677576,male,Sandler O'Neill & Partners,"('JPM', '2019 q1')",0.006644452456384897
9475,BAC,2019 q1,4010,0.7514079320281889,"Mr. Jason M. Goldberg, CFA",0.3025061373663881,male,Barclays,"('BAC', '2019 q1')",0.0
9476,CFG,2019 q1,4010,0.1967359108520676,"Mr. Jason M. Goldberg, CFA",0.0535777925764032,male,Barclays,"('CFG', '2019 q1')",0.008530953899025917
9477,CMA,2019 q1,4010,0.5552596354134134,"Mr. Jason M. Goldberg, CFA",0.1299794614761279,male,Barclays,"('CMA', '2019 q1')",0.0
9478,FITB,2019 q1,4010,0.5269151989326661,"Mr. Jason M. Goldberg, CFA",0.1106507605176397,male,Barclays,"('FITB', '2019 q1')",0.0
9479,HBAN,2019 q1,4010,0.5298535002097424,"Mr. Jason M. Goldberg, CFA",0.115150740789984,male,Barclays,"('HBAN', '2019 q1')",0.0
9480,JPM,2019 q1,4010,0.6627766386595068,"Mr. Jason M. Goldberg, CFA",0.2163505557744958,male,Barclays,"('JPM', '2019 q1')",0.0
9481,MTB,2019 q1,4010,0.5561786245028683,"Mr. Jason M. Goldberg, CFA",0.1487652280482643,male,Barclays,"('MTB', '2019 q1')",0.0
9482,PNC,2019 q1,4010,0.6153854059979036,"Mr. Jason M. Goldberg, CFA",0.1353438581876205,male,Barclays,"('PNC', '2019 q1')",0.0
9483,TFC,2019 q1,4010,0.6435818792587272,"Mr. Jason M. Goldberg, CFA",0.1997992597822124,male,Barclays,"('TFC', '2019 q1')",0.004141075226167838
9484,BAC,2019 q1,4010,0.7514079320281889,Gerard S. Cassidy,0.274769620318484,male,RBC Capital Markets,"('BAC', '2019 q1')",0.029247961938381195
9485,CFG,2019 q1,4010,0.1967359108520676,Gerard S. Cassidy,0.0590968010666818,male,RBC Capital Markets,"('CFG', '2019 q1')",0.0
9486,FITB,2019 q1,4010,0.5269151989326661,Gerard S. Cassidy,0.1161377958813712,male,RBC Capital Markets,"('FITB', '2019 q1')",0.0
9487,JPM,2019 q1,4010,0.6627766386595068,Gerard S. Cassidy,0.1952674239894611,male,RBC Capital Markets,"('JPM', '2019 q1')",0.0
9488,MTB,2019 q1,4010,0.5561786245028683,Gerard S. Cassidy,0.1474820798755735,male,RBC Capital Markets,"('MTB', '2019 q1')",0.0
9489,PNC,2019 q1,4010,0.6153854059979036,Gerard S. Cassidy,0.1476851283302207,male,RBC Capital Markets,"('PNC', '2019 q1')",0.01666666753590107
9490,USB,2019 q1,4010,0.4876358004661825,Gerard S. Cassidy,0.1396423746365555,male,RBC Capital Markets,"('USB', '2019 q1')",0.07052713632583618
9491,WFC,2019 q1,4010,0.7413674002724514,Gerard S. Cassidy,0.3387366966773119,male,RBC Capital Markets,"('WFC', '2019 q1')",0.0
9492,BAC,2019 q1,4010,0.7514079320281889,Mr. Andrew Lim,0.8832140023058214,male,Societe Generale,"('BAC', '2019 q1')",0.0
9493,JPM,2019 q1,4010,0.6627766386595068,Mr. Andrew Lim,0.8765878905016548,male,Societe Generale,"('JPM', '2019 q1')",0.0
9494,BAC,2019 q1,4010,0.7514079320281889,SADIF Research,0.9954303112607196,Not a person,Sadif Analytics Prime,"('BAC', '2019 q1')",0.9473704099655151
9495,CMA,2019 q1,4010,0.5552596354134134,SADIF Research,0.986388771771657,Not a person,Sadif Analytics Prime,"('CMA', '2019 q1')",0.9790756702423096
9496,FITB,2019 q1,4010,0.5269151989326661,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FITB', '2019 q1')",0.9780651926994324
9497,FRC,2019 q1,4010,0.4323558970284108,SADIF Research,0.9854697762863134,Not a person,Sadif Analytics Prime,"('FRC', '2019 q1')",0.9779009222984314
9498,HBAN,2019 q1,4010,0.5298535002097424,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HBAN', '2019 q1')",0.9782260656356812
9499,JPM,2019 q1,4010,0.6627766386595068,SADIF Research,0.9795536676304688,Not a person,Sadif Analytics Prime,"('JPM', '2019 q1')",0.9789246916770935
9500,MTB,2019 q1,4010,0.5561786245028683,SADIF Research,0.9954434353203973,Not a person,Sadif Analytics Prime,"('MTB', '2019 q1')",0.9446024894714355
9501,PBCT,2019 q1,4010,0.4069428879549887,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PBCT', '2019 q1')",0.9709021151065826
9502,PNC,2019 q1,4010,0.6153854059979036,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PNC', '2019 q1')",0.9508165121078491
9503,TFC,2019 q1,4010,0.6435818792587272,SADIF Research,0.9817150881927368,Not a person,Sadif Analytics Prime,"('TFC', '2019 q1')",0.9396059811115265
9504,WFC,2019 q1,4010,0.7413674002724514,SADIF Research,0.9962914308172331,Not a person,Sadif Analytics Prime,"('WFC', '2019 q1')",0.9669931530952454
9505,ZION,2019 q1,4010,0.3325761988554417,SADIF Research,0.9652964470692544,Not a person,Sadif Analytics Prime,"('ZION', '2019 q1')",0.9449917078018188
9506,BAC,2019 q1,4010,0.7514079320281889,Eric Compton,0.8521658197974507,male,"Morningstar, Inc.","('BAC', '2019 q1')",0.0
9507,C,2019 q1,4010,0.6569801669917112,Eric Compton,0.6269987189710864,male,"Morningstar, Inc.","('C', '2019 q1')",0.0
9508,CMA,2019 q1,4010,0.5552596354134134,Eric Compton,0.7961406753010348,male,"Morningstar, Inc.","('CMA', '2019 q1')",0.0
9509,FITB,2019 q1,4010,0.5269151989326661,Eric Compton,0.8670761546448675,male,"Morningstar, Inc.","('FITB', '2019 q1')",0.0
9510,HBAN,2019 q1,4010,0.5298535002097424,Eric Compton,0.8540385541735845,male,"Morningstar, Inc.","('HBAN', '2019 q1')",0.0
9511,JPM,2019 q1,4010,0.6627766386595068,Eric Compton,0.8340288118138117,male,"Morningstar, Inc.","('JPM', '2019 q1')",0.0
9512,MTB,2019 q1,4010,0.5561786245028683,Eric Compton,0.7842730624556626,male,"Morningstar, Inc.","('MTB', '2019 q1')",0.0
9513,PNC,2019 q1,4010,0.6153854059979036,Eric Compton,0.7939097853334892,male,"Morningstar, Inc.","('PNC', '2019 q1')",0.0
9514,TFC,2019 q1,4010,0.6435818792587272,Eric Compton,0.7357522434053952,male,"Morningstar, Inc.","('TFC', '2019 q1')",0.0
9515,USB,2019 q1,4010,0.4876358004661825,Eric Compton,0.9045078691189388,male,"Morningstar, Inc.","('USB', '2019 q1')",0.0
9516,WFC,2019 q1,4010,0.7413674002724514,Eric Compton,0.7557585263788967,male,"Morningstar, Inc.","('WFC', '2019 q1')",0.00345257893204689
9517,ZION,2019 q1,4010,0.3325761988554417,Eric Compton,0.6305873401341712,male,"Morningstar, Inc.","('ZION', '2019 q1')",0.0
9518,BAC,2019 q1,4010,0.7514079320281889,Ken M. Usdin,0.6088410698785203,male,Jefferies,"('BAC', '2019 q1')",0.0
9519,CFG,2019 q1,4010,0.1967359108520676,Ken M. Usdin,0.2211558239677743,male,Jefferies,"('CFG', '2019 q1')",0.0
9520,FITB,2019 q1,4010,0.5269151989326661,Ken M. Usdin,0.2821537160064569,male,Jefferies,"('FITB', '2019 q1')",0.0
9521,HBAN,2019 q1,4010,0.5298535002097424,Ken M. Usdin,0.3132367254397358,male,Jefferies,"('HBAN', '2019 q1')",0.0
9522,JPM,2019 q1,4010,0.6627766386595068,Ken M. Usdin,0.2029502502867501,male,Jefferies,"('JPM', '2019 q1')",0.0
9523,KEY,2019 q1,4010,0.0,Ken M. Usdin,,male,Jefferies,"('KEY', '2019 q1')",0.03333333507180214
9524,RF,2019 q1,4010,0.1109145851660767,Ken M. Usdin,0.0675051554779937,male,Jefferies,"('RF', '2019 q1')",0.0
9525,BAC,2019 q1,4010,0.7514079320281889,"Mr. Kenneth M. Leon, CPA",0.5802700162072221,male,CFRA Equity Research,"('BAC', '2019 q1')",0.0
9526,JPM,2019 q1,4010,0.6627766386595068,"Mr. Kenneth M. Leon, CPA",0.6288920621867305,male,CFRA Equity Research,"('JPM', '2019 q1')",0.0
9527,WFC,2019 q1,4010,0.7413674002724514,"Mr. Kenneth M. Leon, CPA",0.6176788160449972,male,CFRA Equity Research,"('WFC', '2019 q1')",0.0
9528,BAC,2019 q1,4010,0.7514079320281889,Chris M. Kotowski,0.2696897741799096,male,"Oppenheimer & Co., Inc.","('BAC', '2019 q1')",0.0
9529,USB,2019 q1,4010,0.4876358004661825,Chris M. Kotowski,0.2332824918073857,male,"Oppenheimer & Co., Inc.","('USB', '2019 q1')",0.03167057782411575
9530,BAC,2019 q1,4010,0.7514079320281889,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('BAC', '2019 q1')",0.9930986166000366
9531,CMA,2019 q1,4010,0.5552596354134134,Mr. Thomas Kee,0.986388771771657,male,Stock Traders Daily Research,"('CMA', '2019 q1')",0.9930745363235474
9532,FITB,2019 q1,4010,0.5269151989326661,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('FITB', '2019 q1')",0.9930745363235474
9533,HBAN,2019 q1,4010,0.5298535002097424,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HBAN', '2019 q1')",0.9931864738464355
9534,JPM,2019 q1,4010,0.6627766386595068,Mr. Thomas Kee,0.9969355975372548,male,Stock Traders Daily Research,"('JPM', '2019 q1')",0.9931468665599823
9535,MTB,2019 q1,4010,0.5561786245028683,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MTB', '2019 q1')",0.9926787316799164
9536,PNC,2019 q1,4010,0.6153854059979036,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PNC', '2019 q1')",0.9930745363235474
9537,TFC,2019 q1,4010,0.6435818792587272,Mr. Thomas Kee,0.9868456148898518,male,Stock Traders Daily Research,"('TFC', '2019 q1')",0.9778677225112915
9538,USB,2019 q1,4010,0.4876358004661825,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('USB', '2019 q1')",0.9930745363235474
9539,WFC,2019 q1,4010,0.7413674002724514,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('WFC', '2019 q1')",0.9930745363235474
9540,BAC,2019 q1,4010,0.7514079320281889,"Mr. Glenn P. Schorr, CFA",0.260580455056655,male,EVERCORE ISI,"('BAC', '2019 q1')",0.0
9541,JPM,2019 q1,4010,0.6627766386595068,"Mr. Glenn P. Schorr, CFA",0.3069784248363255,male,EVERCORE ISI,"('JPM', '2019 q1')",0.014415527693927288
9542,BAC,2019 q1,4010,0.7514079320281889,James F. Mitchell,0.3203588449300057,male,The Buckingham Research Group,"('BAC', '2019 q1')",0.0
9543,JPM,2019 q1,4010,0.6627766386595068,James F. Mitchell,0.2419560183552678,male,The Buckingham Research Group,"('JPM', '2019 q1')",0.08060365542769432
9544,WFC,2019 q1,4010,0.7413674002724514,James F. Mitchell,0.2398046926726113,male,The Buckingham Research Group,"('WFC', '2019 q1')",0.0
9545,C,2019 q1,4010,0.6569801669917112,Hr. Michael Teig,0.484844427052062,male,UniCredit Research,"('C', '2019 q1')",0.0
9546,C,2019 q1,4010,0.6569801669917112,Ms. Susan Roth Katzke,0.4972993659866689,female,Credit Suisse,"('C', '2019 q1')",0.03271431848406792
9547,CFG,2019 q1,4010,0.1967359108520676,Ms. Susan Roth Katzke,0.1760831034030156,female,Credit Suisse,"('CFG', '2019 q1')",0.0
9548,WFC,2019 q1,4010,0.7413674002724514,Ms. Susan Roth Katzke,0.54654120483721,female,Credit Suisse,"('WFC', '2019 q1')",0.0
9549,C,2019 q1,4010,0.6569801669917112,"Betsy L. Graseck, CFA",0.7064911532443711,female,Morgan Stanley,"('C', '2019 q1')",0.0
9550,JPM,2019 q1,4010,0.6627766386595068,"Betsy L. Graseck, CFA",0.2243909697946097,female,Morgan Stanley,"('JPM', '2019 q1')",0.0
9551,PNC,2019 q1,4010,0.6153854059979036,"Betsy L. Graseck, CFA",0.1792048699770829,female,Morgan Stanley,"('PNC', '2019 q1')",0.0
9552,RF,2019 q1,4010,0.1109145851660767,"Betsy L. Graseck, CFA",0.0819759436594732,female,Morgan Stanley,"('RF', '2019 q1')",0.0
9553,C,2019 q1,4010,0.6569801669917112,"Mr. Michael Mayo, CFA",0.6122682570118013,male,"Wells Fargo Securities, LLC","('C', '2019 q1')",0.03333333507180214
9554,CFG,2019 q1,4010,0.1967359108520676,Harrison Webster,0.2454428535976446,male,CFRA Equity Research,"('CFG', '2019 q1')",0.0
9555,CMA,2019 q1,4010,0.5552596354134134,Harrison Webster,0.3018418728063708,male,CFRA Equity Research,"('CMA', '2019 q1')",0.0
9556,FITB,2019 q1,4010,0.5269151989326661,Harrison Webster,0.2565503911803928,male,CFRA Equity Research,"('FITB', '2019 q1')",0.0
9557,HBAN,2019 q1,4010,0.5298535002097424,Harrison Webster,0.2793390196723745,male,CFRA Equity Research,"('HBAN', '2019 q1')",0.0
9558,MTB,2019 q1,4010,0.5561786245028683,Harrison Webster,0.2498770030522386,male,CFRA Equity Research,"('MTB', '2019 q1')",0.0
9559,PBCT,2019 q1,4010,0.4069428879549887,Harrison Webster,0.2947858753741528,male,CFRA Equity Research,"('PBCT', '2019 q1')",0.0
9560,PNC,2019 q1,4010,0.6153854059979036,Harrison Webster,0.2966387689123554,male,CFRA Equity Research,"('PNC', '2019 q1')",0.0
9561,SIVB,2019 q1,4010,0.3030744023464184,Harrison Webster,0.2828669132740515,male,CFRA Equity Research,"('SIVB', '2019 q1')",0.0
9562,TFC,2019 q1,4010,0.6435818792587272,Harrison Webster,0.3848804416876626,male,CFRA Equity Research,"('TFC', '2019 q1')",0.0
9563,USB,2019 q1,4010,0.4876358004661825,Harrison Webster,0.2558235835828695,male,CFRA Equity Research,"('USB', '2019 q1')",0.0
9564,ZION,2019 q1,4010,0.3325761988554417,Harrison Webster,0.1998698226090842,male,CFRA Equity Research,"('ZION', '2019 q1')",0.0
9565,CFG,2019 q1,4010,0.1967359108520676,"Mr. Terry McEvoy, CFA",0.0890870242017627,male,Stephens Inc.,"('CFG', '2019 q1')",0.0
9566,FITB,2019 q1,4010,0.5269151989326661,"Mr. Terry McEvoy, CFA",0.1311403421389045,male,Stephens Inc.,"('FITB', '2019 q1')",0.0
9567,FRC,2019 q1,4010,0.4323558970284108,"Mr. Terry McEvoy, CFA",0.148396800324444,male,Stephens Inc.,"('FRC', '2019 q1')",0.0
9568,HBAN,2019 q1,4010,0.5298535002097424,"Mr. Terry McEvoy, CFA",0.1460042687751215,male,Stephens Inc.,"('HBAN', '2019 q1')",0.0
9569,PNC,2019 q1,4010,0.6153854059979036,"Mr. Terry McEvoy, CFA",0.1810614070871178,male,Stephens Inc.,"('PNC', '2019 q1')",0.0
9570,RF,2019 q1,4010,0.1109145851660767,"Mr. Terry McEvoy, CFA",0.1565101460565542,male,Stephens Inc.,"('RF', '2019 q1')",0.0
9571,TFC,2019 q1,4010,0.6435818792587272,"Mr. Terry McEvoy, CFA",0.226754587044484,male,Stephens Inc.,"('TFC', '2019 q1')",0.02717670053243637
9572,USB,2019 q1,4010,0.4876358004661825,"Mr. Terry McEvoy, CFA",0.1891365151312492,male,Stephens Inc.,"('USB', '2019 q1')",0.0
9573,ZION,2019 q1,4010,0.3325761988554417,"Mr. Terry McEvoy, CFA",0.1026143772059838,male,Stephens Inc.,"('ZION', '2019 q1')",0.0
9574,CFG,2019 q1,4010,0.1967359108520676,R. Scott Siefers,0.0681839991864588,male,Sandler O'Neill & Partners,"('CFG', '2019 q1')",0.0
9575,CMA,2019 q1,4010,0.5552596354134134,R. Scott Siefers,0.123669830976798,male,Sandler O'Neill & Partners,"('CMA', '2019 q1')",0.0
9576,FITB,2019 q1,4010,0.5269151989326661,R. Scott Siefers,0.2977332093030809,male,Sandler O'Neill & Partners,"('FITB', '2019 q1')",0.0
9577,HBAN,2019 q1,4010,0.5298535002097424,R. Scott Siefers,0.1300909347341295,male,Sandler O'Neill & Partners,"('HBAN', '2019 q1')",0.0
9578,PNC,2019 q1,4010,0.6153854059979036,R. Scott Siefers,0.183413704595765,male,Sandler O'Neill & Partners,"('PNC', '2019 q1')",0.0
9579,USB,2019 q1,4010,0.4876358004661825,R. Scott Siefers,0.2043396762824443,male,Sandler O'Neill & Partners,"('USB', '2019 q1')",0.0
9580,WFC,2019 q1,4010,0.7413674002724514,R. Scott Siefers,0.2873050641247496,male,Sandler O'Neill & Partners,"('WFC', '2019 q1')",0.0
9581,CFG,2019 q1,4010,0.1967359108520676,Mr. Kevin J. Barker,0.2877452242648382,male,Piper Sandler Companies,"('CFG', '2019 q1')",0.0
9582,HBAN,2019 q1,4010,0.5298535002097424,Mr. Kevin J. Barker,0.1857171818620026,male,Piper Sandler Companies,"('HBAN', '2019 q1')",0.0
9583,PNC,2019 q1,4010,0.6153854059979036,Mr. Kevin J. Barker,0.1716138921744026,male,Piper Sandler Companies,"('PNC', '2019 q1')",0.0
9584,WFC,2019 q1,4010,0.7413674002724514,Mr. Kevin J. Barker,0.6198218396965819,male,Piper Sandler Companies,"('WFC', '2019 q1')",0.0
9585,ZION,2019 q1,4010,0.3325761988554417,Mr. Kevin J. Barker,0.0687107337805127,male,Piper Sandler Companies,"('ZION', '2019 q1')",0.0
9586,CFG,2019 q1,4010,0.1967359108520676,Mr. Peter J. Winter,0.0443412795933237,male,Wedbush Securities Inc.,"('CFG', '2019 q1')",0.0
9587,CMA,2019 q1,4010,0.5552596354134134,Mr. Peter J. Winter,0.1083836064479738,male,Wedbush Securities Inc.,"('CMA', '2019 q1')",0.0
9588,FITB,2019 q1,4010,0.5269151989326661,Mr. Peter J. Winter,0.1676669482642226,male,Wedbush Securities Inc.,"('FITB', '2019 q1')",0.0
9589,HBAN,2019 q1,4010,0.5298535002097424,Mr. Peter J. Winter,0.1134512031965607,male,Wedbush Securities Inc.,"('HBAN', '2019 q1')",0.0
9590,MTB,2019 q1,4010,0.5561786245028683,Mr. Peter J. Winter,0.1509434060565111,male,Wedbush Securities Inc.,"('MTB', '2019 q1')",0.0
9591,USB,2019 q1,4010,0.4876358004661825,Mr. Peter J. Winter,0.1194898359439766,male,Wedbush Securities Inc.,"('USB', '2019 q1')",0.0
9592,ZION,2019 q1,4010,0.3325761988554417,Mr. Peter J. Winter,0.0830697477136686,male,Wedbush Securities Inc.,"('ZION', '2019 q1')",0.0
9593,CFG,2019 q1,4010,0.1967359108520676,Mr. John Pancari,0.0521177331576944,male,EVERCORE ISI,"('CFG', '2019 q1')",0.0
9594,CMA,2019 q1,4010,0.5552596354134134,Mr. John Pancari,0.2600786678987684,male,EVERCORE ISI,"('CMA', '2019 q1')",0.0
9595,FITB,2019 q1,4010,0.5269151989326661,Mr. John Pancari,0.1148108365150912,male,EVERCORE ISI,"('FITB', '2019 q1')",0.0
9596,FRC,2019 q1,4010,0.4323558970284108,Mr. John Pancari,0.1097365931845197,male,EVERCORE ISI,"('FRC', '2019 q1')",0.0
9597,HBAN,2019 q1,4010,0.5298535002097424,Mr. John Pancari,0.1452502418121928,male,EVERCORE ISI,"('HBAN', '2019 q1')",0.0
9598,MTB,2019 q1,4010,0.5561786245028683,Mr. John Pancari,0.1683343509146463,male,EVERCORE ISI,"('MTB', '2019 q1')",0.0
9599,PNC,2019 q1,4010,0.6153854059979036,Mr. John Pancari,0.4919534105182985,male,EVERCORE ISI,"('PNC', '2019 q1')",0.005860861390829086
9600,SIVB,2019 q1,4010,0.3030744023464184,Mr. John Pancari,0.3124348555061629,male,EVERCORE ISI,"('SIVB', '2019 q1')",0.0
9601,TFC,2019 q1,4010,0.6435818792587272,Mr. John Pancari,0.42888258807093,male,EVERCORE ISI,"('TFC', '2019 q1')",0.0
9602,USB,2019 q1,4010,0.4876358004661825,Mr. John Pancari,0.1714411215654437,male,EVERCORE ISI,"('USB', '2019 q1')",0.0
9603,WFC,2019 q1,4010,0.7413674002724514,Mr. John Pancari,0.4372505691691228,male,EVERCORE ISI,"('WFC', '2019 q1')",0.0
9604,ZION,2019 q1,4010,0.3325761988554417,Mr. John Pancari,0.0565959526414091,male,EVERCORE ISI,"('ZION', '2019 q1')",0.01666666753590107
9605,CMA,2019 q1,4010,0.5552596354134134,"Mr. Brett D. Rabatin, CFA",0.1739672973139589,male,Piper Sandler Companies,"('CMA', '2019 q1')",0.0
9606,SIVB,2019 q1,4010,0.3030744023464184,"Mr. Brett D. Rabatin, CFA",0.2858335163349496,male,Piper Sandler Companies,"('SIVB', '2019 q1')",0.0
9607,CMA,2019 q1,4010,0.5552596354134134,Mr. David Rochester,0.1331502421326248,male,Deutsche Bank,"('CMA', '2019 q1')",0.0
9608,FRC,2019 q1,4010,0.4323558970284108,Mr. David Rochester,0.4413657749876932,male,Deutsche Bank,"('FRC', '2019 q1')",0.0
9609,PBCT,2019 q1,4010,0.4069428879549887,Mr. David Rochester,0.4423850473498841,male,Deutsche Bank,"('PBCT', '2019 q1')",0.0
9610,ZION,2019 q1,4010,0.3325761988554417,Mr. David Rochester,0.0631147213039492,male,Deutsche Bank,"('ZION', '2019 q1')",0.0
9611,CMA,2019 q1,4010,0.5552596354134134,"Ms. Jennifer H. Demba, CFA",0.1410486786038258,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2019 q1')",0.012411275878548622
9612,SIVB,2019 q1,4010,0.3030744023464184,"Ms. Jennifer H. Demba, CFA",0.0651556130506304,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2019 q1')",0.0
9613,TFC,2019 q1,4010,0.6435818792587272,"Ms. Jennifer H. Demba, CFA",0.2215410015470436,female,SunTrust Robinson Humphrey Capital Markets,"('TFC', '2019 q1')",0.0
9614,ZION,2019 q1,4010,0.3325761988554417,"Ms. Jennifer H. Demba, CFA",0.0795977034879713,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2019 q1')",0.0
9615,CMA,2019 q1,4010,0.5552596354134134,Erika L. Najarian,0.3363342812531724,female,BofA Global Research,"('CMA', '2019 q1')",0.0
9616,FITB,2019 q1,4010,0.5269151989326661,Erika L. Najarian,0.2982602761088351,female,BofA Global Research,"('FITB', '2019 q1')",0.0
9617,FRC,2019 q1,4010,0.4323558970284108,Erika L. Najarian,0.2211704793324757,female,BofA Global Research,"('FRC', '2019 q1')",0.01666666753590107
9618,JPM,2019 q1,4010,0.6627766386595068,Erika L. Najarian,0.5302350803845405,female,BofA Global Research,"('JPM', '2019 q1')",0.0
9619,PNC,2019 q1,4010,0.6153854059979036,Erika L. Najarian,0.2991964478012388,female,BofA Global Research,"('PNC', '2019 q1')",0.0
9620,TFC,2019 q1,4010,0.6435818792587272,Erika L. Najarian,0.6289293301747102,female,BofA Global Research,"('TFC', '2019 q1')",0.016426830552518368
9621,WFC,2019 q1,4010,0.7413674002724514,Erika L. Najarian,0.2724654611073587,female,BofA Global Research,"('WFC', '2019 q1')",0.0
9622,CMA,2019 q1,4010,0.5552596354134134,"Jon G. Arfstrom, CPA",0.1458684309250207,male,RBC Capital Markets,"('CMA', '2019 q1')",0.0
9623,FRC,2019 q1,4010,0.4323558970284108,"Jon G. Arfstrom, CPA",0.1825735345517277,male,RBC Capital Markets,"('FRC', '2019 q1')",0.0
9624,HBAN,2019 q1,4010,0.5298535002097424,"Jon G. Arfstrom, CPA",0.1372091761388097,male,RBC Capital Markets,"('HBAN', '2019 q1')",0.0
9625,SIVB,2019 q1,4010,0.3030744023464184,"Jon G. Arfstrom, CPA",0.0874120171010337,male,RBC Capital Markets,"('SIVB', '2019 q1')",0.0
9626,ZION,2019 q1,4010,0.3325761988554417,"Jon G. Arfstrom, CPA",0.0667205152173035,male,RBC Capital Markets,"('ZION', '2019 q1')",0.0
9627,CMA,2019 q1,4010,0.5552596354134134,"Mr. Ken A. Zerbe, CFA",0.7365945895241183,male,Morgan Stanley,"('CMA', '2019 q1')",0.03333333507180214
9628,FRC,2019 q1,4010,0.4323558970284108,"Mr. Ken A. Zerbe, CFA",0.7358650594273002,male,Morgan Stanley,"('FRC', '2019 q1')",0.03333333507180214
9629,FITB,2019 q1,4010,0.5269151989326661,Mr. David J. Chiaverini,0.1266997319164492,male,Wedbush Securities Inc.,"('FITB', '2019 q1')",0.0
9630,FRC,2019 q1,4010,0.4323558970284108,Mr. David J. Chiaverini,0.1006330429992446,male,Wedbush Securities Inc.,"('FRC', '2019 q1')",0.0
9631,SIVB,2019 q1,4010,0.3030744023464184,Mr. David J. Chiaverini,0.0603740432918732,male,Wedbush Securities Inc.,"('SIVB', '2019 q1')",0.0
9632,FITB,2019 q1,4010,0.5269151989326661,Stewart Glickman,0.2427921722001756,male,CFRA Equity Research,"('FITB', '2019 q1')",0.0
9633,MTB,2019 q1,4010,0.5561786245028683,Stewart Glickman,0.2375413096018664,male,CFRA Equity Research,"('MTB', '2019 q1')",0.0
9634,FRC,2019 q1,4010,0.4323558970284108,"Mr. Matthew J. Keating, CFA",0.1246372721483414,male,Barclays,"('FRC', '2019 q1')",0.0
9635,PBCT,2019 q1,4010,0.4069428879549887,"Mr. Matthew J. Keating, CFA",0.1246426088400815,male,Barclays,"('PBCT', '2019 q1')",0.0
9636,SIVB,2019 q1,4010,0.3030744023464184,"Mr. Matthew J. Keating, CFA",0.0838309016747547,male,Barclays,"('SIVB', '2019 q1')",0.0
9637,ZION,2019 q1,4010,0.3325761988554417,"Mr. Matthew J. Keating, CFA",0.0769703827228431,male,Barclays,"('ZION', '2019 q1')",0.0
9638,FRC,2019 q1,4010,0.4323558970284108,Mr. Casey Haire,0.1462915048845644,male,Jefferies,"('FRC', '2019 q1')",0.0
9639,SIVB,2019 q1,4010,0.3030744023464184,Mr. Casey Haire,0.1091226824255155,male,Jefferies,"('SIVB', '2019 q1')",0.0
9640,FRC,2019 q1,4010,0.4323558970284108,Matthew T. Clark,0.1294440948079223,male,Piper Sandler Companies,"('FRC', '2019 q1')",0.0
9641,FRC,2019 q1,4010,0.4323558970284108,Mr. Timothy N. Coffey,0.1600607231022489,male,FIG Partners,"('FRC', '2019 q1')",0.01666666753590107
9642,SIVB,2019 q1,4010,0.3030744023464184,Mr. Timothy N. Coffey,0.082414304164378,male,FIG Partners,"('SIVB', '2019 q1')",0.0
9643,ZION,2019 q1,4010,0.3325761988554417,Mr. Timothy N. Coffey,0.1677662035363807,male,FIG Partners,"('ZION', '2019 q1')",0.006439856564005216
9644,JPM,2019 q1,4010,0.6627766386595068,Mr. Steven J. Chubak,0.3119272767511731,male,Wolfe Research,"('JPM', '2019 q1')",0.0
9645,WFC,2019 q1,4010,0.7413674002724514,Mr. Steven J. Chubak,0.4322054000005684,male,Wolfe Research,"('WFC', '2019 q1')",0.0
9646,MTB,2019 q1,4010,0.5561786245028683,"Mr. Frank J. Schiraldi, CFA",0.1678250441011451,male,Sandler O'Neill & Partners,"('MTB', '2019 q1')",0.0
9647,PBCT,2019 q1,4010,0.4069428879549887,Mr. Austin L. Nicholas,0.1340172717349335,male,Stephens Inc.,"('PBCT', '2019 q1')",0.0
9648,PBCT,2019 q1,4010,0.4069428879549887,"Mr. Mark T. Fitzgibbon, CPA",0.1631583143245473,male,Sandler O'Neill & Partners,"('PBCT', '2019 q1')",0.0
9649,PBCT,2019 q1,4010,0.4069428879549887,"David J. Bishop, CFA",0.1461881471271303,male,FIG Partners,"('PBCT', '2019 q1')",0.0
9650,PBCT,2019 q1,4010,0.4069428879549887,Mr. Matthew M. Breese,0.1350176784829317,male,Piper Sandler Companies,"('PBCT', '2019 q1')",0.0
9651,PBCT,2019 q1,4010,0.4069428879549887,Mr. Jake Civiello,0.1454936064399237,male,RBC Capital Markets,"('PBCT', '2019 q1')",0.0
9652,PNC,2019 q1,4010,0.6153854059979036,Acquisdata Research Team,0.3660007669792653,Not a person,Acquisdata,"('PNC', '2019 q1')",0.0
9653,PNC,2019 q1,4010,0.6153854059979036,"Matt D. O-Connor, CFA",0.893716105301876,male,Deutsche Bank,"('PNC', '2019 q1')",0.0
9654,TFC,2019 q1,4010,0.6435818792587272,"Matt D. O-Connor, CFA",0.2245279748258837,male,Deutsche Bank,"('TFC', '2019 q1')",0.0
9655,WFC,2019 q1,4010,0.7413674002724514,"Matt D. O-Connor, CFA",0.9851274793653776,male,Deutsche Bank,"('WFC', '2019 q1')",0.0
9656,SIVB,2019 q1,4010,0.3030744023464184,Mr. Christopher J. York,0.4289043979708614,male,JMP Securities,"('SIVB', '2019 q1')",0.02558959648013115
9657,SIVB,2019 q1,4010,0.3030744023464184,Mr. Scott H. Kessler,0.2842558037880112,male,CFRA Equity Research,"('SIVB', '2019 q1')",0.0
9658,USB,2019 q1,4010,0.4876358004661825,Mr. Scott H. Kessler,0.2419933245288306,male,CFRA Equity Research,"('USB', '2019 q1')",0.0
9659,SIVB,2019 q1,4010,0.3030744023464184,Mr. Tyler Stafford,0.1495211074836747,male,Stephens Inc.,"('SIVB', '2019 q1')",0.0
9660,SIVB,2019 q1,4010,0.3030744023464184,Colin Plunkett,0.3478195192796972,male,"Morningstar, Inc.","('SIVB', '2019 q1')",0.0
9661,SIVB,2019 q1,4010,0.3030744023464184,Mr. Aaron J. Deer,0.0553538645375821,male,Sandler O'Neill & Partners,"('SIVB', '2019 q1')",0.0
9662,SIVB,2019 q1,4010,0.3030744023464184,Mr. Ebrahim H. Poonawala,0.2244840675446724,male,BofA Global Research,"('SIVB', '2019 q1')",0.0
9663,TFC,2019 q1,4010,0.6435818792587272,"Mr. Stephen Scouten, CFA",0.3293211919519181,male,Sandler O'Neill & Partners,"('TFC', '2019 q1')",0.0
9664,BAC,2019 q2,4010,0.6597990973533863,Mr. Jeffery J. Harte,0.5312545564183673,male,Sandler O'Neill & Partners,"('BAC', '2019 q2')",0.0
9665,JPM,2019 q2,4010,0.6717339307572325,Mr. Jeffery J. Harte,0.8086246938241254,male,Sandler O'Neill & Partners,"('JPM', '2019 q2')",0.0
9666,BAC,2019 q2,4010,0.6597990973533863,Mr. Andrew Lim,0.6661055539240716,male,Societe Generale,"('BAC', '2019 q2')",0.0
9667,JPM,2019 q2,4010,0.6717339307572325,Mr. Andrew Lim,0.4621346853440581,male,Societe Generale,"('JPM', '2019 q2')",0.0
9668,BAC,2019 q2,4010,0.6597990973533863,Eric Compton,0.7975316897299537,male,"Morningstar, Inc.","('BAC', '2019 q2')",0.0
9669,CMA,2019 q2,4010,0.4848220731897822,Eric Compton,0.8364808879036442,male,"Morningstar, Inc.","('CMA', '2019 q2')",0.0
9670,FITB,2019 q2,4010,0.4483194304218451,Eric Compton,0.8575391557032103,male,"Morningstar, Inc.","('FITB', '2019 q2')",0.0
9671,HBAN,2019 q2,4010,0.4383039283418896,Eric Compton,0.8514040480739392,male,"Morningstar, Inc.","('HBAN', '2019 q2')",0.0
9672,JPM,2019 q2,4010,0.6717339307572325,Eric Compton,0.8183863710442424,male,"Morningstar, Inc.","('JPM', '2019 q2')",0.0
9673,MTB,2019 q2,4010,0.3088047776963838,Eric Compton,0.803912349194925,male,"Morningstar, Inc.","('MTB', '2019 q2')",0.0
9674,PNC,2019 q2,4010,0.4614248184644719,Eric Compton,0.7793956630440247,male,"Morningstar, Inc.","('PNC', '2019 q2')",0.0
9675,TFC,2019 q2,4010,0.3948836905535237,Eric Compton,0.8826582854455096,male,"Morningstar, Inc.","('TFC', '2019 q2')",0.0
9676,USB,2019 q2,4010,0.4527425416139423,Eric Compton,0.885123399483618,male,"Morningstar, Inc.","('USB', '2019 q2')",0.0
9677,WFC,2019 q2,4010,0.503782727577367,Eric Compton,0.8120277493368423,male,"Morningstar, Inc.","('WFC', '2019 q2')",0.0
9678,ZION,2019 q2,4010,0.2496220366614734,Eric Compton,0.7275098266640989,male,"Morningstar, Inc.","('ZION', '2019 q2')",0.0
9679,BAC,2019 q2,4010,0.6597990973533863,"Mr. Jason M. Goldberg, CFA",0.2782686489339636,male,Barclays,"('BAC', '2019 q2')",0.0
9680,C,2019 q2,4010,0.4866680861725533,"Mr. Jason M. Goldberg, CFA",0.7300021292588298,male,Barclays,"('C', '2019 q2')",0.0
9681,CFG,2019 q2,4010,0.3173668015679383,"Mr. Jason M. Goldberg, CFA",0.0680778179782534,male,Barclays,"('CFG', '2019 q2')",0.0
9682,CMA,2019 q2,4010,0.4848220731897822,"Mr. Jason M. Goldberg, CFA",0.1752626642969727,male,Barclays,"('CMA', '2019 q2')",0.0
9683,FITB,2019 q2,4010,0.4483194304218451,"Mr. Jason M. Goldberg, CFA",0.1269921483136259,male,Barclays,"('FITB', '2019 q2')",0.0
9684,HBAN,2019 q2,4010,0.4383039283418896,"Mr. Jason M. Goldberg, CFA",0.1088518282405208,male,Barclays,"('HBAN', '2019 q2')",0.0
9685,JPM,2019 q2,4010,0.6717339307572325,"Mr. Jason M. Goldberg, CFA",0.2535418034653152,male,Barclays,"('JPM', '2019 q2')",0.0
9686,MTB,2019 q2,4010,0.3088047776963838,"Mr. Jason M. Goldberg, CFA",0.0693051724280944,male,Barclays,"('MTB', '2019 q2')",0.0
9687,PNC,2019 q2,4010,0.4614248184644719,"Mr. Jason M. Goldberg, CFA",0.138698065756215,male,Barclays,"('PNC', '2019 q2')",0.0
9688,TFC,2019 q2,4010,0.3948836905535237,"Mr. Jason M. Goldberg, CFA",0.1421834199513813,male,Barclays,"('TFC', '2019 q2')",0.005327170093854268
9689,WFC,2019 q2,4010,0.503782727577367,"Mr. Jason M. Goldberg, CFA",0.1506891572680295,male,Barclays,"('WFC', '2019 q2')",0.0
9690,BAC,2019 q2,4010,0.6597990973533863,"Mr. Kenneth M. Leon, CPA",0.5178666015077409,male,CFRA Equity Research,"('BAC', '2019 q2')",0.0
9691,JPM,2019 q2,4010,0.6717339307572325,"Mr. Kenneth M. Leon, CPA",0.5721222179225351,male,CFRA Equity Research,"('JPM', '2019 q2')",0.0
9692,WFC,2019 q2,4010,0.503782727577367,"Mr. Kenneth M. Leon, CPA",0.6336921724140642,male,CFRA Equity Research,"('WFC', '2019 q2')",0.0
9693,BAC,2019 q2,4010,0.6597990973533863,SADIF Research,0.9827313494700836,Not a person,Sadif Analytics Prime,"('BAC', '2019 q2')",0.9350701570510864
9694,FITB,2019 q2,4010,0.4483194304218451,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FITB', '2019 q2')",0.9778587520122528
9695,FRC,2019 q2,4010,0.3696295420634176,SADIF Research,0.9845611683992744,Not a person,Sadif Analytics Prime,"('FRC', '2019 q2')",0.9782270789146423
9696,HBAN,2019 q2,4010,0.4383039283418896,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HBAN', '2019 q2')",0.9767027894655863
9697,JPM,2019 q2,4010,0.6717339307572325,SADIF Research,0.9900863083958178,Not a person,Sadif Analytics Prime,"('JPM', '2019 q2')",0.9792945384979248
9698,PNC,2019 q2,4010,0.4614248184644719,SADIF Research,0.999937003104986,Not a person,Sadif Analytics Prime,"('PNC', '2019 q2')",0.9513309597969055
9699,SIVB,2019 q2,4010,0.4091302002848432,SADIF Research,0.9725110144207872,Not a person,Sadif Analytics Prime,"('SIVB', '2019 q2')",0.9529663324356079
9700,USB,2019 q2,4010,0.4527425416139423,SADIF Research,0.9901004956365088,Not a person,Sadif Analytics Prime,"('USB', '2019 q2')",0.9782228469848633
9701,WFC,2019 q2,4010,0.503782727577367,SADIF Research,0.9877497663441286,Not a person,Sadif Analytics Prime,"('WFC', '2019 q2')",0.9580897092819214
9702,BAC,2019 q2,4010,0.6597990973533863,Ken M. Usdin,0.2569405462472126,male,Jefferies,"('BAC', '2019 q2')",0.014259407296776772
9703,CFG,2019 q2,4010,0.3173668015679383,Ken M. Usdin,0.213709611537984,male,Jefferies,"('CFG', '2019 q2')",0.0
9704,CMA,2019 q2,4010,0.4848220731897822,Ken M. Usdin,0.2258870126616079,male,Jefferies,"('CMA', '2019 q2')",0.0
9705,HBAN,2019 q2,4010,0.4383039283418896,Ken M. Usdin,0.169202046281862,male,Jefferies,"('HBAN', '2019 q2')",0.0
9706,JPM,2019 q2,4010,0.6717339307572325,Ken M. Usdin,0.3003703021975569,male,Jefferies,"('JPM', '2019 q2')",0.0
9707,BAC,2019 q2,4010,0.6597990973533863,Credit Suisse Global Product Marketing,0.9216323896903764,Not a person,Credit Suisse,"('BAC', '2019 q2')",0.0
9708,CFG,2019 q2,4010,0.3173668015679383,Credit Suisse Global Product Marketing,0.9476382994131552,Not a person,Credit Suisse,"('CFG', '2019 q2')",0.0
9709,BAC,2019 q2,4010,0.6597990973533863,Mr. Alevizos Alevizakos,0.2320909593271425,male,HSBC,"('BAC', '2019 q2')",0.01666666753590107
9710,BAC,2019 q2,4010,0.6597990973533863,James F. Mitchell,0.2604268871604244,male,The Buckingham Research Group,"('BAC', '2019 q2')",0.028494776226580143
9711,JPM,2019 q2,4010,0.6717339307572325,James F. Mitchell,0.4850844220352714,male,The Buckingham Research Group,"('JPM', '2019 q2')",0.05923563241958618
9712,WFC,2019 q2,4010,0.503782727577367,James F. Mitchell,0.1697674166082291,male,The Buckingham Research Group,"('WFC', '2019 q2')",0.01754620485007763
9713,BAC,2019 q2,4010,0.6597990973533863,Mr. Steven J. Chubak,0.3108192002788579,male,Wolfe Research,"('BAC', '2019 q2')",0.0
9714,BAC,2019 q2,4010,0.6597990973533863,Gerard S. Cassidy,0.2028706910348708,male,RBC Capital Markets,"('BAC', '2019 q2')",0.020925041288137436
9715,CFG,2019 q2,4010,0.3173668015679383,Gerard S. Cassidy,0.1007480536835835,male,RBC Capital Markets,"('CFG', '2019 q2')",0.0
9716,FITB,2019 q2,4010,0.4483194304218451,Gerard S. Cassidy,0.1068494396503097,male,RBC Capital Markets,"('FITB', '2019 q2')",0.0
9717,JPM,2019 q2,4010,0.6717339307572325,Gerard S. Cassidy,0.2414902843734857,male,RBC Capital Markets,"('JPM', '2019 q2')",0.0
9718,MTB,2019 q2,4010,0.3088047776963838,Gerard S. Cassidy,0.079307647599782,male,RBC Capital Markets,"('MTB', '2019 q2')",0.0
9719,PNC,2019 q2,4010,0.4614248184644719,Gerard S. Cassidy,0.118410394993383,male,RBC Capital Markets,"('PNC', '2019 q2')",0.01666666753590107
9720,RF,2019 q2,4010,0.1846868444748833,Gerard S. Cassidy,0.1202607313619904,male,RBC Capital Markets,"('RF', '2019 q2')",0.0
9721,USB,2019 q2,4010,0.4527425416139423,Gerard S. Cassidy,0.1426637887507107,male,RBC Capital Markets,"('USB', '2019 q2')",0.0
9722,WFC,2019 q2,4010,0.503782727577367,Gerard S. Cassidy,0.1652426255497206,male,RBC Capital Markets,"('WFC', '2019 q2')",0.0
9723,C,2019 q2,4010,0.4866680861725533,"Mr. Michael Mayo, CFA",0.3110446415805184,male,"Wells Fargo Securities, LLC","('C', '2019 q2')",0.03333333507180214
9724,C,2019 q2,4010,0.4866680861725533,Derek Harris,0.3110446415805184,male,BofA Global Research,"('C', '2019 q2')",0.03333333507180214
9725,CFG,2019 q2,4010,0.3173668015679383,Erika L. Najarian,0.1889907374037123,female,BofA Global Research,"('CFG', '2019 q2')",0.014916286803781986
9726,CMA,2019 q2,4010,0.4848220731897822,Erika L. Najarian,0.3348597803598334,female,BofA Global Research,"('CMA', '2019 q2')",0.01196990255266428
9727,FITB,2019 q2,4010,0.4483194304218451,Erika L. Najarian,0.3360320410010243,female,BofA Global Research,"('FITB', '2019 q2')",0.0
9728,FRC,2019 q2,4010,0.3696295420634176,Erika L. Najarian,0.1287752040084441,female,BofA Global Research,"('FRC', '2019 q2')",0.0
9729,JPM,2019 q2,4010,0.6717339307572325,Erika L. Najarian,0.5083076792704491,female,BofA Global Research,"('JPM', '2019 q2')",0.0
9730,MTB,2019 q2,4010,0.3088047776963838,Erika L. Najarian,0.3181193295748311,female,BofA Global Research,"('MTB', '2019 q2')",0.0
9731,PNC,2019 q2,4010,0.4614248184644719,Erika L. Najarian,0.3571550163542555,female,BofA Global Research,"('PNC', '2019 q2')",0.0
9732,RF,2019 q2,4010,0.1846868444748833,Erika L. Najarian,0.165821357304562,female,BofA Global Research,"('RF', '2019 q2')",0.0
9733,USB,2019 q2,4010,0.4527425416139423,Erika L. Najarian,0.2635542859294821,female,BofA Global Research,"('USB', '2019 q2')",0.0
9734,WFC,2019 q2,4010,0.503782727577367,Erika L. Najarian,0.3780690686156256,female,BofA Global Research,"('WFC', '2019 q2')",0.0
9735,ZION,2019 q2,4010,0.2496220366614734,Erika L. Najarian,0.2553922150008205,female,BofA Global Research,"('ZION', '2019 q2')",0.017864493653178215
9736,CFG,2019 q2,4010,0.3173668015679383,R. Scott Siefers,0.0934527639913578,male,Sandler O'Neill & Partners,"('CFG', '2019 q2')",0.0
9737,CMA,2019 q2,4010,0.4848220731897822,R. Scott Siefers,0.1493959236096127,male,Sandler O'Neill & Partners,"('CMA', '2019 q2')",0.004206342156976461
9738,FITB,2019 q2,4010,0.4483194304218451,R. Scott Siefers,0.107062847651367,male,Sandler O'Neill & Partners,"('FITB', '2019 q2')",0.0
9739,HBAN,2019 q2,4010,0.4383039283418896,R. Scott Siefers,0.1517031602852925,male,Sandler O'Neill & Partners,"('HBAN', '2019 q2')",0.0
9740,PNC,2019 q2,4010,0.4614248184644719,R. Scott Siefers,0.181164405060329,male,Sandler O'Neill & Partners,"('PNC', '2019 q2')",0.0
9741,USB,2019 q2,4010,0.4527425416139423,R. Scott Siefers,0.1506050356524444,male,Sandler O'Neill & Partners,"('USB', '2019 q2')",0.0
9742,WFC,2019 q2,4010,0.503782727577367,R. Scott Siefers,0.1697734751421611,male,Sandler O'Neill & Partners,"('WFC', '2019 q2')",0.0
9743,CFG,2019 q2,4010,0.3173668015679383,"Ms. Angelo Zino, CFA",0.2979235237984228,female,CFRA Equity Research,"('CFG', '2019 q2')",0.0
9744,HBAN,2019 q2,4010,0.4383039283418896,"Ms. Angelo Zino, CFA",0.3001136329527542,female,CFRA Equity Research,"('HBAN', '2019 q2')",0.0
9745,CFG,2019 q2,4010,0.3173668015679383,"Mr. Terry McEvoy, CFA",0.0786080708699739,male,Stephens Inc.,"('CFG', '2019 q2')",0.0
9746,CMA,2019 q2,4010,0.4848220731897822,"Mr. Terry McEvoy, CFA",0.1582511642584329,male,Stephens Inc.,"('CMA', '2019 q2')",0.007114616222679615
9747,FITB,2019 q2,4010,0.4483194304218451,"Mr. Terry McEvoy, CFA",0.1323448898065835,male,Stephens Inc.,"('FITB', '2019 q2')",0.0
9748,HBAN,2019 q2,4010,0.4383039283418896,"Mr. Terry McEvoy, CFA",0.1022854429393679,male,Stephens Inc.,"('HBAN', '2019 q2')",0.0
9749,PNC,2019 q2,4010,0.4614248184644719,"Mr. Terry McEvoy, CFA",0.1510093330067599,male,Stephens Inc.,"('PNC', '2019 q2')",0.0
9750,TFC,2019 q2,4010,0.3948836905535237,"Mr. Terry McEvoy, CFA",0.1858028973934588,male,Stephens Inc.,"('TFC', '2019 q2')",0.025193169713020325
9751,USB,2019 q2,4010,0.4527425416139423,"Mr. Terry McEvoy, CFA",0.124231305158143,male,Stephens Inc.,"('USB', '2019 q2')",0.0
9752,CFG,2019 q2,4010,0.3173668015679383,Mr. Peter J. Winter,0.0570268766885611,male,Wedbush Securities Inc.,"('CFG', '2019 q2')",0.0
9753,CMA,2019 q2,4010,0.4848220731897822,Mr. Peter J. Winter,0.147865027223512,male,Wedbush Securities Inc.,"('CMA', '2019 q2')",0.0
9754,FITB,2019 q2,4010,0.4483194304218451,Mr. Peter J. Winter,0.0828665890111476,male,Wedbush Securities Inc.,"('FITB', '2019 q2')",0.0
9755,HBAN,2019 q2,4010,0.4383039283418896,Mr. Peter J. Winter,0.0990176620058927,male,Wedbush Securities Inc.,"('HBAN', '2019 q2')",0.0
9756,MTB,2019 q2,4010,0.3088047776963838,Mr. Peter J. Winter,0.0718180403997462,male,Wedbush Securities Inc.,"('MTB', '2019 q2')",0.0
9757,USB,2019 q2,4010,0.4527425416139423,Mr. Peter J. Winter,0.0951814454637736,male,Wedbush Securities Inc.,"('USB', '2019 q2')",0.0
9758,ZION,2019 q2,4010,0.2496220366614734,Mr. Peter J. Winter,0.1104176712108273,male,Wedbush Securities Inc.,"('ZION', '2019 q2')",0.0
9759,CFG,2019 q2,4010,0.3173668015679383,Mr. John Pancari,0.0628486005644596,male,EVERCORE ISI,"('CFG', '2019 q2')",0.0
9760,CMA,2019 q2,4010,0.4848220731897822,Mr. John Pancari,0.5730201230672647,male,EVERCORE ISI,"('CMA', '2019 q2')",0.03333333507180214
9761,FITB,2019 q2,4010,0.4483194304218451,Mr. John Pancari,0.0956057947484603,male,EVERCORE ISI,"('FITB', '2019 q2')",0.01666666753590107
9762,FRC,2019 q2,4010,0.3696295420634176,Mr. John Pancari,0.0826449737621806,male,EVERCORE ISI,"('FRC', '2019 q2')",0.0
9763,HBAN,2019 q2,4010,0.4383039283418896,Mr. John Pancari,0.1291636343897718,male,EVERCORE ISI,"('HBAN', '2019 q2')",0.0
9764,MTB,2019 q2,4010,0.3088047776963838,Mr. John Pancari,0.0777107917294308,male,EVERCORE ISI,"('MTB', '2019 q2')",0.0
9765,PNC,2019 q2,4010,0.4614248184644719,Mr. John Pancari,0.1421097064666112,male,EVERCORE ISI,"('PNC', '2019 q2')",0.0
9766,SIVB,2019 q2,4010,0.4091302002848432,Mr. John Pancari,0.0795319714468284,male,EVERCORE ISI,"('SIVB', '2019 q2')",0.0
9767,TFC,2019 q2,4010,0.3948836905535237,Mr. John Pancari,0.1569983046494101,male,EVERCORE ISI,"('TFC', '2019 q2')",0.0
9768,USB,2019 q2,4010,0.4527425416139423,Mr. John Pancari,0.1033327824379807,male,EVERCORE ISI,"('USB', '2019 q2')",0.0
9769,WFC,2019 q2,4010,0.503782727577367,Mr. John Pancari,0.1231916819624221,male,EVERCORE ISI,"('WFC', '2019 q2')",0.0
9770,ZION,2019 q2,4010,0.2496220366614734,Mr. John Pancari,0.0627809373637005,male,EVERCORE ISI,"('ZION', '2019 q2')",0.0
9771,CMA,2019 q2,4010,0.4848220731897822,"Mr. Brett D. Rabatin, CFA",0.2061949021076051,male,Piper Sandler Companies,"('CMA', '2019 q2')",0.0
9772,CMA,2019 q2,4010,0.4848220731897822,Matthew Miller,0.3440848793909049,male,CFRA Equity Research,"('CMA', '2019 q2')",0.0
9773,CMA,2019 q2,4010,0.4848220731897822,"Jon G. Arfstrom, CPA",0.5730201230672647,male,RBC Capital Markets,"('CMA', '2019 q2')",0.03333333507180214
9774,FRC,2019 q2,4010,0.3696295420634176,"Jon G. Arfstrom, CPA",0.1158719128134935,male,RBC Capital Markets,"('FRC', '2019 q2')",0.0
9775,HBAN,2019 q2,4010,0.4383039283418896,"Jon G. Arfstrom, CPA",0.135647268554957,male,RBC Capital Markets,"('HBAN', '2019 q2')",0.0
9776,SIVB,2019 q2,4010,0.4091302002848432,"Jon G. Arfstrom, CPA",0.0962795600518965,male,RBC Capital Markets,"('SIVB', '2019 q2')",0.0
9777,ZION,2019 q2,4010,0.2496220366614734,"Jon G. Arfstrom, CPA",0.0440785993401571,male,RBC Capital Markets,"('ZION', '2019 q2')",0.0
9778,CMA,2019 q2,4010,0.4848220731897822,"Mr. Ken A. Zerbe, CFA",0.5730201230672647,male,Morgan Stanley,"('CMA', '2019 q2')",0.03333333507180214
9779,FRC,2019 q2,4010,0.3696295420634176,"Mr. Ken A. Zerbe, CFA",0.7609382219098897,male,Morgan Stanley,"('FRC', '2019 q2')",0.03333333507180214
9780,ZION,2019 q2,4010,0.2496220366614734,"Mr. Ken A. Zerbe, CFA",0.1196443986915644,male,Morgan Stanley,"('ZION', '2019 q2')",0.0
9781,CMA,2019 q2,4010,0.4848220731897822,Mr. David Rochester,0.1320750135444561,male,Deutsche Bank,"('CMA', '2019 q2')",0.0
9782,FRC,2019 q2,4010,0.3696295420634176,Mr. David Rochester,0.0728585364895304,male,Deutsche Bank,"('FRC', '2019 q2')",0.0
9783,ZION,2019 q2,4010,0.2496220366614734,Mr. David Rochester,0.0475298338095395,male,Deutsche Bank,"('ZION', '2019 q2')",0.0
9784,CMA,2019 q2,4010,0.4848220731897822,"Ms. Jennifer H. Demba, CFA",0.1520745551651847,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2019 q2')",0.0
9785,SIVB,2019 q2,4010,0.4091302002848432,"Ms. Jennifer H. Demba, CFA",0.0853135136583225,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2019 q2')",0.0
9786,ZION,2019 q2,4010,0.2496220366614734,"Ms. Jennifer H. Demba, CFA",0.0689219583769521,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2019 q2')",0.0
9787,FITB,2019 q2,4010,0.4483194304218451,Stewart Glickman,0.2916866941548166,male,CFRA Equity Research,"('FITB', '2019 q2')",0.0
9788,MTB,2019 q2,4010,0.3088047776963838,Stewart Glickman,0.2474861052058022,male,CFRA Equity Research,"('MTB', '2019 q2')",0.0
9789,TFC,2019 q2,4010,0.3948836905535237,Stewart Glickman,0.3390511510037837,male,CFRA Equity Research,"('TFC', '2019 q2')",0.0
9790,FITB,2019 q2,4010,0.4483194304218451,Mr. Christopher Marinac,0.1890071572776057,male,FIG Partners,"('FITB', '2019 q2')",0.0
9791,TFC,2019 q2,4010,0.3948836905535237,Mr. Christopher Marinac,0.1421501824456127,male,FIG Partners,"('TFC', '2019 q2')",0.0
9792,FITB,2019 q2,4010,0.4483194304218451,Mr. Kevin J. Barker,0.3003933837055681,male,Piper Sandler Companies,"('FITB', '2019 q2')",0.0
9793,HBAN,2019 q2,4010,0.4383039283418896,Mr. Kevin J. Barker,0.2343880342181075,male,Piper Sandler Companies,"('HBAN', '2019 q2')",0.0
9794,MTB,2019 q2,4010,0.3088047776963838,Mr. Kevin J. Barker,0.1090985806030729,male,Piper Sandler Companies,"('MTB', '2019 q2')",0.0
9795,PNC,2019 q2,4010,0.4614248184644719,Mr. Kevin J. Barker,0.1893300161181654,male,Piper Sandler Companies,"('PNC', '2019 q2')",0.01632506214082241
9796,USB,2019 q2,4010,0.4527425416139423,Mr. Kevin J. Barker,0.1757901944177459,male,Piper Sandler Companies,"('USB', '2019 q2')",0.0
9797,WFC,2019 q2,4010,0.503782727577367,Mr. Kevin J. Barker,0.0856348320588395,male,Piper Sandler Companies,"('WFC', '2019 q2')",0.0
9798,ZION,2019 q2,4010,0.2496220366614734,Mr. Kevin J. Barker,0.0612270449305027,male,Piper Sandler Companies,"('ZION', '2019 q2')",0.0
9799,FRC,2019 q2,4010,0.3696295420634176,Mr. Aaron J. Deer,0.1264460936886463,male,Sandler O'Neill & Partners,"('FRC', '2019 q2')",0.0
9800,SIVB,2019 q2,4010,0.4091302002848432,Mr. Aaron J. Deer,0.0809324226029314,male,Sandler O'Neill & Partners,"('SIVB', '2019 q2')",0.0
9801,FRC,2019 q2,4010,0.3696295420634176,"Mr. Matthew J. Keating, CFA",0.0837333316724139,male,Barclays,"('FRC', '2019 q2')",0.0
9802,SIVB,2019 q2,4010,0.4091302002848432,"Mr. Matthew J. Keating, CFA",0.6793500062774379,male,Barclays,"('SIVB', '2019 q2')",0.011071638204157352
9803,ZION,2019 q2,4010,0.2496220366614734,"Mr. Matthew J. Keating, CFA",0.0572681344112741,male,Barclays,"('ZION', '2019 q2')",0.0
9804,FRC,2019 q2,4010,0.3696295420634176,Mr. Timothy N. Coffey,0.1517985764785103,male,FIG Partners,"('FRC', '2019 q2')",0.01666666753590107
9805,ZION,2019 q2,4010,0.2496220366614734,Mr. Timothy N. Coffey,0.1330862370516768,male,FIG Partners,"('ZION', '2019 q2')",0.0
9806,FRC,2019 q2,4010,0.3696295420634176,Mr. David J. Chiaverini,0.0943142834172431,male,Wedbush Securities Inc.,"('FRC', '2019 q2')",0.0
9807,SIVB,2019 q2,4010,0.4091302002848432,Mr. David J. Chiaverini,0.1039064100073279,male,Wedbush Securities Inc.,"('SIVB', '2019 q2')",0.0
9808,FRC,2019 q2,4010,0.3696295420634176,Mr. Michael K. Diana,0.0780879517501355,male,Maxim Group,"('FRC', '2019 q2')",0.0
9809,SIVB,2019 q2,4010,0.4091302002848432,Mr. Michael K. Diana,0.125001895538229,male,Maxim Group,"('SIVB', '2019 q2')",0.0
9810,JPM,2019 q2,4010,0.6717339307572325,"Mr. Glenn P. Schorr, CFA",0.477598725073754,male,EVERCORE ISI,"('JPM', '2019 q2')",0.0
9811,JPM,2019 q2,4010,0.6717339307572325,Chris M. Kotowski,0.2050503305761206,male,"Oppenheimer & Co., Inc.","('JPM', '2019 q2')",0.0
9812,USB,2019 q2,4010,0.4527425416139423,Chris M. Kotowski,0.161349763670183,male,"Oppenheimer & Co., Inc.","('USB', '2019 q2')",0.03565581887960434
9813,WFC,2019 q2,4010,0.503782727577367,Chris M. Kotowski,0.1214302525782621,male,"Oppenheimer & Co., Inc.","('WFC', '2019 q2')",0.0
9814,MTB,2019 q2,4010,0.3088047776963838,"Mr. Frank J. Schiraldi, CFA",0.1292453665302306,male,Sandler O'Neill & Partners,"('MTB', '2019 q2')",0.0
9815,PBCT,2019 q2,4010,0.1802815167692136,Mr. Austin L. Nicholas,0.0980896041516103,male,Stephens Inc.,"('PBCT', '2019 q2')",0.0
9816,PBCT,2019 q2,4010,0.1802815167692136,Mr. Keith Snyder,0.2915917209743559,male,CFRA Equity Research,"('PBCT', '2019 q2')",0.0
9817,PBCT,2019 q2,4010,0.1802815167692136,Mr. Matthew M. Breese,0.0935987764010825,male,Piper Sandler Companies,"('PBCT', '2019 q2')",0.0
9818,PBCT,2019 q2,4010,0.1802815167692136,"Mr. Mark T. Fitzgibbon, CPA",0.1347692319042925,male,Sandler O'Neill & Partners,"('PBCT', '2019 q2')",0.0
9819,PNC,2019 q2,4010,0.4614248184644719,Harrison Webster,0.225927073784831,male,CFRA Equity Research,"('PNC', '2019 q2')",0.0
9820,PNC,2019 q2,4010,0.4614248184644719,"Tuna N. Amobi, CFA",0.2254055681451072,male,CFRA Equity Research,"('PNC', '2019 q2')",0.0
9821,RF,2019 q2,4010,0.1846868444748833,Mr. James A. Corridore,0.2261882114028842,male,CFRA Equity Research,"('RF', '2019 q2')",0.0
9822,SIVB,2019 q2,4010,0.4091302002848432,John Rodis,0.119153597393788,male,FIG Partners,"('SIVB', '2019 q2')",0.0
9823,SIVB,2019 q2,4010,0.4091302002848432,Mr. Scott H. Kessler,0.3457691552745823,male,CFRA Equity Research,"('SIVB', '2019 q2')",0.0
9824,USB,2019 q2,4010,0.4527425416139423,Mr. Scott H. Kessler,0.3207038388014863,male,CFRA Equity Research,"('USB', '2019 q2')",0.0
9825,SIVB,2019 q2,4010,0.4091302002848432,Mr. Tyler Stafford,0.1932102338503626,male,Stephens Inc.,"('SIVB', '2019 q2')",0.0
9826,SIVB,2019 q2,4010,0.4091302002848432,John Freeman,0.2924201156005045,male,CFRA Equity Research,"('SIVB', '2019 q2')",0.0
9827,SIVB,2019 q2,4010,0.4091302002848432,Mr. Ebrahim H. Poonawala,0.3200314262483902,male,BofA Global Research,"('SIVB', '2019 q2')",0.0
9828,WFC,2019 q2,4010,0.503782727577367,Mr. Peter G. Richardson,0.3298634701086412,male,Berenberg,"('WFC', '2019 q2')",0.02693338505923748
9829,WFC,2019 q2,4010,0.503782727577367,"Matt D. O-Connor, CFA",0.5151588459995022,male,Deutsche Bank,"('WFC', '2019 q2')",0.0
9830,WFC,2019 q2,4010,0.503782727577367,Ms. Susan Roth Katzke,0.1295741605054235,female,Credit Suisse,"('WFC', '2019 q2')",0.0
9831,ZION,2019 q2,4010,0.2496220366614734,Christopher B. Muir,0.2098325137782491,male,CFRA Equity Research,"('ZION', '2019 q2')",0.0
9832,BAC,2019 q3,4010,0.5928267740714365,Ken M. Usdin,0.2421733115381583,male,Jefferies,"('BAC', '2019 q3')",0.0
9833,CFG,2019 q3,4010,0.1763501501935459,Ken M. Usdin,0.126911811781947,male,Jefferies,"('CFG', '2019 q3')",0.0
9834,FITB,2019 q3,4010,0.5235893934726877,Ken M. Usdin,0.1615255739806605,male,Jefferies,"('FITB', '2019 q3')",0.01985708437860012
9835,JPM,2019 q3,4010,0.5951601260176236,Ken M. Usdin,0.3796397062119278,male,Jefferies,"('JPM', '2019 q3')",0.0
9836,MTB,2019 q3,4010,0.4774122213817388,Ken M. Usdin,0.2195855410081676,male,Jefferies,"('MTB', '2019 q3')",0.0
9837,PNC,2019 q3,4010,0.4462591124445957,Ken M. Usdin,0.4906046288499557,male,Jefferies,"('PNC', '2019 q3')",0.0
9838,ZION,2019 q3,4010,0.4608771485838493,Ken M. Usdin,0.2052780936588691,male,Jefferies,"('ZION', '2019 q3')",0.0197861660271883
9839,BAC,2019 q3,4010,0.5928267740714365,Mr. Jeffery J. Harte,0.4259307820474389,male,Sandler O'Neill & Partners,"('BAC', '2019 q3')",0.0
9840,JPM,2019 q3,4010,0.5951601260176236,Mr. Jeffery J. Harte,0.2328955593853778,male,Sandler O'Neill & Partners,"('JPM', '2019 q3')",0.0
9841,BAC,2019 q3,4010,0.5928267740714365,Chris M. Kotowski,0.1702386293114295,male,"Oppenheimer & Co., Inc.","('BAC', '2019 q3')",0.0
9842,JPM,2019 q3,4010,0.5951601260176236,Chris M. Kotowski,0.192446526230827,male,"Oppenheimer & Co., Inc.","('JPM', '2019 q3')",0.0
9843,USB,2019 q3,4010,0.390483830114429,Chris M. Kotowski,0.1104499911224797,male,"Oppenheimer & Co., Inc.","('USB', '2019 q3')",0.061295509338378906
9844,BAC,2019 q3,4010,0.5928267740714365,"Betsy L. Graseck, CFA",0.2146109215233742,female,Morgan Stanley,"('BAC', '2019 q3')",0.0
9845,PNC,2019 q3,4010,0.4462591124445957,"Betsy L. Graseck, CFA",0.1895567003162188,female,Morgan Stanley,"('PNC', '2019 q3')",0.0
9846,TFC,2019 q3,4010,0.3421479275743546,"Betsy L. Graseck, CFA",0.1383462530430771,female,Morgan Stanley,"('TFC', '2019 q3')",0.0
9847,BAC,2019 q3,4010,0.5928267740714365,"Mr. Kenneth M. Leon, CPA",0.5346325563454978,male,CFRA Equity Research,"('BAC', '2019 q3')",0.0
9848,JPM,2019 q3,4010,0.5951601260176236,"Mr. Kenneth M. Leon, CPA",0.6032504171740818,male,CFRA Equity Research,"('JPM', '2019 q3')",0.0
9849,WFC,2019 q3,4010,0.6535136432940907,"Mr. Kenneth M. Leon, CPA",0.6625352858448894,male,CFRA Equity Research,"('WFC', '2019 q3')",0.0
9850,BAC,2019 q3,4010,0.5928267740714365,Eric Compton,0.8904087044027822,male,"Morningstar, Inc.","('BAC', '2019 q3')",0.0
9851,C,2019 q3,4010,0.0,Eric Compton,,male,"Morningstar, Inc.","('C', '2019 q3')",0.0
9852,CMA,2019 q3,4010,0.3833225866650562,Eric Compton,0.9365414662496114,male,"Morningstar, Inc.","('CMA', '2019 q3')",0.0
9853,FITB,2019 q3,4010,0.5235893934726877,Eric Compton,0.9535234538065668,male,"Morningstar, Inc.","('FITB', '2019 q3')",0.0
9854,HBAN,2019 q3,4010,0.4238988793152275,Eric Compton,0.9595524280343,male,"Morningstar, Inc.","('HBAN', '2019 q3')",0.0
9855,JPM,2019 q3,4010,0.5951601260176236,Eric Compton,0.8329735481159394,male,"Morningstar, Inc.","('JPM', '2019 q3')",0.0
9856,MTB,2019 q3,4010,0.4774122213817388,Eric Compton,0.8772425984790849,male,"Morningstar, Inc.","('MTB', '2019 q3')",0.0
9857,PNC,2019 q3,4010,0.4462591124445957,Eric Compton,0.8673011272233385,male,"Morningstar, Inc.","('PNC', '2019 q3')",0.0
9858,TFC,2019 q3,4010,0.3421479275743546,Eric Compton,0.9463864912736832,male,"Morningstar, Inc.","('TFC', '2019 q3')",0.0
9859,USB,2019 q3,4010,0.390483830114429,Eric Compton,0.9242576836220314,male,"Morningstar, Inc.","('USB', '2019 q3')",0.0
9860,WFC,2019 q3,4010,0.6535136432940907,Eric Compton,0.8391211471268206,male,"Morningstar, Inc.","('WFC', '2019 q3')",0.0
9861,ZION,2019 q3,4010,0.4608771485838493,Eric Compton,0.8929740829927433,male,"Morningstar, Inc.","('ZION', '2019 q3')",0.0
9862,BAC,2019 q3,4010,0.5928267740714365,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('BAC', '2019 q3')",0.9474137425422668
9863,FITB,2019 q3,4010,0.5235893934726877,SADIF Research,0.9857222365973576,Not a person,Sadif Analytics Prime,"('FITB', '2019 q3')",0.9776497483253479
9864,FRC,2019 q3,4010,0.2520644008106323,SADIF Research,0.9968364535938244,Not a person,Sadif Analytics Prime,"('FRC', '2019 q3')",0.9781464338302612
9865,HBAN,2019 q3,4010,0.4238988793152275,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HBAN', '2019 q3')",0.9781456291675568
9866,SIVB,2019 q3,4010,0.3722227375002341,SADIF Research,0.9737261034543564,Not a person,Sadif Analytics Prime,"('SIVB', '2019 q3')",0.9529653191566467
9867,WFC,2019 q3,4010,0.6535136432940907,SADIF Research,0.994305113463684,Not a person,Sadif Analytics Prime,"('WFC', '2019 q3')",0.9685274958610535
9868,ZION,2019 q3,4010,0.4608771485838493,SADIF Research,0.9575382811950696,Not a person,Sadif Analytics Prime,"('ZION', '2019 q3')",0.9539580941200256
9869,BAC,2019 q3,4010,0.5928267740714365,James F. Mitchell,0.2193312839535993,male,The Buckingham Research Group,"('BAC', '2019 q3')",0.01775948330760002
9870,WFC,2019 q3,4010,0.6535136432940907,James F. Mitchell,0.1582026189115474,male,The Buckingham Research Group,"('WFC', '2019 q3')",0.0
9871,BAC,2019 q3,4010,0.5928267740714365,"Mr. Jason M. Goldberg, CFA",0.199583638095229,male,Barclays,"('BAC', '2019 q3')",0.0
9872,CFG,2019 q3,4010,0.1763501501935459,"Mr. Jason M. Goldberg, CFA",0.0359270153746544,male,Barclays,"('CFG', '2019 q3')",0.0
9873,CMA,2019 q3,4010,0.3833225866650562,"Mr. Jason M. Goldberg, CFA",0.0991197173109091,male,Barclays,"('CMA', '2019 q3')",0.0
9874,FITB,2019 q3,4010,0.5235893934726877,"Mr. Jason M. Goldberg, CFA",0.1547340559447126,male,Barclays,"('FITB', '2019 q3')",0.0
9875,FRC,2019 q3,4010,0.2520644008106323,"Mr. Jason M. Goldberg, CFA",0.0486414847012657,male,Barclays,"('FRC', '2019 q3')",0.0
9876,HBAN,2019 q3,4010,0.4238988793152275,"Mr. Jason M. Goldberg, CFA",0.0849545182136147,male,Barclays,"('HBAN', '2019 q3')",0.0
9877,JPM,2019 q3,4010,0.5951601260176236,"Mr. Jason M. Goldberg, CFA",0.2200966310664132,male,Barclays,"('JPM', '2019 q3')",0.0
9878,MTB,2019 q3,4010,0.4774122213817388,"Mr. Jason M. Goldberg, CFA",0.132374577461607,male,Barclays,"('MTB', '2019 q3')",0.0
9879,PNC,2019 q3,4010,0.4462591124445957,"Mr. Jason M. Goldberg, CFA",0.1164344752923601,male,Barclays,"('PNC', '2019 q3')",0.0
9880,SIVB,2019 q3,4010,0.3722227375002341,"Mr. Jason M. Goldberg, CFA",0.073119469157436,male,Barclays,"('SIVB', '2019 q3')",0.0
9881,TFC,2019 q3,4010,0.3421479275743546,"Mr. Jason M. Goldberg, CFA",0.0990188990849324,male,Barclays,"('TFC', '2019 q3')",0.0
9882,USB,2019 q3,4010,0.390483830114429,"Mr. Jason M. Goldberg, CFA",0.1218014808252906,male,Barclays,"('USB', '2019 q3')",0.0
9883,WFC,2019 q3,4010,0.6535136432940907,"Mr. Jason M. Goldberg, CFA",0.2569668914449304,male,Barclays,"('WFC', '2019 q3')",0.0
9884,ZION,2019 q3,4010,0.4608771485838493,"Mr. Jason M. Goldberg, CFA",0.0974171222702271,male,Barclays,"('ZION', '2019 q3')",0.0
9885,BAC,2019 q3,4010,0.5928267740714365,Gerard S. Cassidy,0.1921051609277909,male,RBC Capital Markets,"('BAC', '2019 q3')",0.0
9886,CFG,2019 q3,4010,0.1763501501935459,Gerard S. Cassidy,0.0425407930084634,male,RBC Capital Markets,"('CFG', '2019 q3')",0.0
9887,FITB,2019 q3,4010,0.5235893934726877,Gerard S. Cassidy,0.1369416627313762,male,RBC Capital Markets,"('FITB', '2019 q3')",0.0
9888,JPM,2019 q3,4010,0.5951601260176236,Gerard S. Cassidy,0.2156836407567812,male,RBC Capital Markets,"('JPM', '2019 q3')",0.0
9889,MTB,2019 q3,4010,0.4774122213817388,Gerard S. Cassidy,0.1346584302823714,male,RBC Capital Markets,"('MTB', '2019 q3')",0.0
9890,PNC,2019 q3,4010,0.4462591124445957,Gerard S. Cassidy,0.1204791270440513,male,RBC Capital Markets,"('PNC', '2019 q3')",0.011111111690600714
9891,RF,2019 q3,4010,0.1641374082202272,Gerard S. Cassidy,0.1058554705336988,male,RBC Capital Markets,"('RF', '2019 q3')",0.0
9892,USB,2019 q3,4010,0.390483830114429,Gerard S. Cassidy,0.1175150328020848,male,RBC Capital Markets,"('USB', '2019 q3')",0.0
9893,WFC,2019 q3,4010,0.6535136432940907,Gerard S. Cassidy,0.2628593628220328,male,RBC Capital Markets,"('WFC', '2019 q3')",0.0
9894,BAC,2019 q3,4010,0.5928267740714365,Mr. Andrew Lim,0.7076468394154947,male,Societe Generale,"('BAC', '2019 q3')",0.0
9895,CFG,2019 q3,4010,0.1763501501935459,"Ms. Angelo Zino, CFA",0.2755080737740573,female,CFRA Equity Research,"('CFG', '2019 q3')",0.0
9896,HBAN,2019 q3,4010,0.4238988793152275,"Ms. Angelo Zino, CFA",0.2346339631162267,female,CFRA Equity Research,"('HBAN', '2019 q3')",0.0
9897,CFG,2019 q3,4010,0.1763501501935459,Mr. John Pancari,0.0348882622563558,male,EVERCORE ISI,"('CFG', '2019 q3')",0.0
9898,CMA,2019 q3,4010,0.3833225866650562,Mr. John Pancari,0.5281422250585307,male,EVERCORE ISI,"('CMA', '2019 q3')",0.0
9899,FITB,2019 q3,4010,0.5235893934726877,Mr. John Pancari,0.0973823193035636,male,EVERCORE ISI,"('FITB', '2019 q3')",0.0
9900,FRC,2019 q3,4010,0.2520644008106323,Mr. John Pancari,0.0502289093561046,male,EVERCORE ISI,"('FRC', '2019 q3')",0.0
9901,HBAN,2019 q3,4010,0.4238988793152275,Mr. John Pancari,0.090059371093967,male,EVERCORE ISI,"('HBAN', '2019 q3')",0.0
9902,MTB,2019 q3,4010,0.4774122213817388,Mr. John Pancari,0.56466850389119,male,EVERCORE ISI,"('MTB', '2019 q3')",0.0
9903,PNC,2019 q3,4010,0.4462591124445957,Mr. John Pancari,0.1092729128951884,male,EVERCORE ISI,"('PNC', '2019 q3')",0.0
9904,SIVB,2019 q3,4010,0.3722227375002341,Mr. John Pancari,0.0758849157351595,male,EVERCORE ISI,"('SIVB', '2019 q3')",0.0
9905,TFC,2019 q3,4010,0.3421479275743546,Mr. John Pancari,0.101294722042931,male,EVERCORE ISI,"('TFC', '2019 q3')",0.0
9906,USB,2019 q3,4010,0.390483830114429,Mr. John Pancari,0.5378033731433495,male,EVERCORE ISI,"('USB', '2019 q3')",0.0
9907,WFC,2019 q3,4010,0.6535136432940907,Mr. John Pancari,0.6217170496602145,male,EVERCORE ISI,"('WFC', '2019 q3')",0.0
9908,ZION,2019 q3,4010,0.4608771485838493,Mr. John Pancari,0.5418021153102867,male,EVERCORE ISI,"('ZION', '2019 q3')",0.0
9909,CFG,2019 q3,4010,0.1763501501935459,R. Scott Siefers,0.0699394981313678,male,Sandler O'Neill & Partners,"('CFG', '2019 q3')",0.0
9910,CMA,2019 q3,4010,0.3833225866650562,R. Scott Siefers,0.0930548618420275,male,Sandler O'Neill & Partners,"('CMA', '2019 q3')",0.0
9911,FITB,2019 q3,4010,0.5235893934726877,R. Scott Siefers,0.130450052457902,male,Sandler O'Neill & Partners,"('FITB', '2019 q3')",0.0
9912,HBAN,2019 q3,4010,0.4238988793152275,R. Scott Siefers,0.1500441109391303,male,Sandler O'Neill & Partners,"('HBAN', '2019 q3')",0.0
9913,PNC,2019 q3,4010,0.4462591124445957,R. Scott Siefers,0.2465824941201842,male,Sandler O'Neill & Partners,"('PNC', '2019 q3')",0.006042852997779846
9914,USB,2019 q3,4010,0.390483830114429,R. Scott Siefers,0.1076802720009649,male,Sandler O'Neill & Partners,"('USB', '2019 q3')",0.0
9915,WFC,2019 q3,4010,0.6535136432940907,R. Scott Siefers,0.2359585830987667,male,Sandler O'Neill & Partners,"('WFC', '2019 q3')",0.0
9916,CFG,2019 q3,4010,0.1763501501935459,Mr. Kevin J. Barker,0.1360347367731958,male,Piper Sandler Companies,"('CFG', '2019 q3')",0.0
9917,FITB,2019 q3,4010,0.5235893934726877,Mr. Kevin J. Barker,0.3261657672701141,male,Piper Sandler Companies,"('FITB', '2019 q3')",0.0
9918,HBAN,2019 q3,4010,0.4238988793152275,Mr. Kevin J. Barker,0.10768979269976,male,Piper Sandler Companies,"('HBAN', '2019 q3')",0.0
9919,MTB,2019 q3,4010,0.4774122213817388,Mr. Kevin J. Barker,0.102183692675222,male,Piper Sandler Companies,"('MTB', '2019 q3')",0.0
9920,PNC,2019 q3,4010,0.4462591124445957,Mr. Kevin J. Barker,0.1442540623466887,male,Piper Sandler Companies,"('PNC', '2019 q3')",0.0
9921,TFC,2019 q3,4010,0.3421479275743546,Mr. Kevin J. Barker,0.1111805717934616,male,Piper Sandler Companies,"('TFC', '2019 q3')",0.0
9922,USB,2019 q3,4010,0.390483830114429,Mr. Kevin J. Barker,0.1245399328532657,male,Piper Sandler Companies,"('USB', '2019 q3')",0.0
9923,WFC,2019 q3,4010,0.6535136432940907,Mr. Kevin J. Barker,0.1867270806564869,male,Piper Sandler Companies,"('WFC', '2019 q3')",0.012502709403634071
9924,ZION,2019 q3,4010,0.4608771485838493,Mr. Kevin J. Barker,0.1197603464672798,male,Piper Sandler Companies,"('ZION', '2019 q3')",0.008349544368684292
9925,CFG,2019 q3,4010,0.1763501501935459,"Mr. Terry McEvoy, CFA",0.0489528031508699,male,Stephens Inc.,"('CFG', '2019 q3')",0.010099681094288826
9926,CMA,2019 q3,4010,0.3833225866650562,"Mr. Terry McEvoy, CFA",0.1428186102690644,male,Stephens Inc.,"('CMA', '2019 q3')",0.0
9927,FITB,2019 q3,4010,0.5235893934726877,"Mr. Terry McEvoy, CFA",0.1309126572394973,male,Stephens Inc.,"('FITB', '2019 q3')",0.0
9928,FRC,2019 q3,4010,0.2520644008106323,"Mr. Terry McEvoy, CFA",0.0825513345549141,male,Stephens Inc.,"('FRC', '2019 q3')",0.0
9929,HBAN,2019 q3,4010,0.4238988793152275,"Mr. Terry McEvoy, CFA",0.1329783167572021,male,Stephens Inc.,"('HBAN', '2019 q3')",0.0
9930,PNC,2019 q3,4010,0.4462591124445957,"Mr. Terry McEvoy, CFA",0.1349609181217571,male,Stephens Inc.,"('PNC', '2019 q3')",0.0
9931,TFC,2019 q3,4010,0.3421479275743546,"Mr. Terry McEvoy, CFA",0.123640414126905,male,Stephens Inc.,"('TFC', '2019 q3')",0.0
9932,USB,2019 q3,4010,0.390483830114429,"Mr. Terry McEvoy, CFA",0.1153096641319452,male,Stephens Inc.,"('USB', '2019 q3')",0.0
9933,ZION,2019 q3,4010,0.4608771485838493,"Mr. Terry McEvoy, CFA",0.1157784786669865,male,Stephens Inc.,"('ZION', '2019 q3')",0.0
9934,CFG,2019 q3,4010,0.1763501501935459,Ms. Susan Roth Katzke,0.1223223004453261,female,Credit Suisse,"('CFG', '2019 q3')",0.0
9935,FRC,2019 q3,4010,0.2520644008106323,Ms. Susan Roth Katzke,0.0871563403677736,female,Credit Suisse,"('FRC', '2019 q3')",0.01820944808423519
9936,PNC,2019 q3,4010,0.4462591124445957,Ms. Susan Roth Katzke,0.4952443219474703,female,Credit Suisse,"('PNC', '2019 q3')",0.0
9937,USB,2019 q3,4010,0.390483830114429,Ms. Susan Roth Katzke,0.1805913901559573,female,Credit Suisse,"('USB', '2019 q3')",0.010633479338139296
9938,WFC,2019 q3,4010,0.6535136432940907,Ms. Susan Roth Katzke,0.2674855765495381,female,Credit Suisse,"('WFC', '2019 q3')",0.0
9939,CFG,2019 q3,4010,0.1763501501935459,Erika L. Najarian,0.3135532570777929,female,BofA Global Research,"('CFG', '2019 q3')",0.0
9940,CMA,2019 q3,4010,0.3833225866650562,Erika L. Najarian,0.3694171297441748,female,BofA Global Research,"('CMA', '2019 q3')",0.01666666753590107
9941,FITB,2019 q3,4010,0.5235893934726877,Erika L. Najarian,0.3810933630889031,female,BofA Global Research,"('FITB', '2019 q3')",0.0
9942,FRC,2019 q3,4010,0.2520644008106323,Erika L. Najarian,0.1626560130005138,female,BofA Global Research,"('FRC', '2019 q3')",0.0
9943,HBAN,2019 q3,4010,0.4238988793152275,Erika L. Najarian,0.3100659848364846,female,BofA Global Research,"('HBAN', '2019 q3')",0.0
9944,JPM,2019 q3,4010,0.5951601260176236,Erika L. Najarian,0.4978909090192846,female,BofA Global Research,"('JPM', '2019 q3')",0.0
9945,MTB,2019 q3,4010,0.4774122213817388,Erika L. Najarian,0.3664505145540647,female,BofA Global Research,"('MTB', '2019 q3')",0.0
9946,PNC,2019 q3,4010,0.4462591124445957,Erika L. Najarian,0.2483911285802164,female,BofA Global Research,"('PNC', '2019 q3')",0.0
9947,USB,2019 q3,4010,0.390483830114429,Erika L. Najarian,0.303122694793289,female,BofA Global Research,"('USB', '2019 q3')",0.006898208055645227
9948,WFC,2019 q3,4010,0.6535136432940907,Erika L. Najarian,0.7302064897787776,female,BofA Global Research,"('WFC', '2019 q3')",0.007918205733100573
9949,ZION,2019 q3,4010,0.4608771485838493,Erika L. Najarian,0.1878941011941811,female,BofA Global Research,"('ZION', '2019 q3')",0.030650884844362736
9950,CFG,2019 q3,4010,0.1763501501935459,Mr. Peter J. Winter,0.034884459774852,male,Wedbush Securities Inc.,"('CFG', '2019 q3')",0.0
9951,CMA,2019 q3,4010,0.3833225866650562,Mr. Peter J. Winter,0.0578814563721703,male,Wedbush Securities Inc.,"('CMA', '2019 q3')",0.007236643228679895
9952,FITB,2019 q3,4010,0.5235893934726877,Mr. Peter J. Winter,0.1246667720104849,male,Wedbush Securities Inc.,"('FITB', '2019 q3')",0.0
9953,HBAN,2019 q3,4010,0.4238988793152275,Mr. Peter J. Winter,0.0888039014421744,male,Wedbush Securities Inc.,"('HBAN', '2019 q3')",0.0
9954,MTB,2019 q3,4010,0.4774122213817388,Mr. Peter J. Winter,0.0936075099002185,male,Wedbush Securities Inc.,"('MTB', '2019 q3')",0.011489580385386944
9955,RF,2019 q3,4010,0.1641374082202272,Mr. Peter J. Winter,0.1252462727241386,male,Wedbush Securities Inc.,"('RF', '2019 q3')",0.0
9956,USB,2019 q3,4010,0.390483830114429,Mr. Peter J. Winter,0.0992197836355566,male,Wedbush Securities Inc.,"('USB', '2019 q3')",0.0
9957,ZION,2019 q3,4010,0.4608771485838493,Mr. Peter J. Winter,0.0916767008635566,male,Wedbush Securities Inc.,"('ZION', '2019 q3')",0.0
9958,CMA,2019 q3,4010,0.3833225866650562,"Ms. Jennifer H. Demba, CFA",0.0900788343775198,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2019 q3')",0.007032458670437336
9959,SIVB,2019 q3,4010,0.3722227375002341,"Ms. Jennifer H. Demba, CFA",0.074086032442766,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2019 q3')",0.0
9960,ZION,2019 q3,4010,0.4608771485838493,"Ms. Jennifer H. Demba, CFA",0.1065296816514177,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2019 q3')",0.0
9961,CMA,2019 q3,4010,0.3833225866650562,Pauline Bell,0.253166056741694,female,CFRA Equity Research,"('CMA', '2019 q3')",0.0
9962,HBAN,2019 q3,4010,0.4238988793152275,Pauline Bell,0.2284590929495707,female,CFRA Equity Research,"('HBAN', '2019 q3')",0.0
9963,PBCT,2019 q3,4010,0.3937742206675201,Pauline Bell,0.2427752450038601,female,CFRA Equity Research,"('PBCT', '2019 q3')",0.0
9964,SIVB,2019 q3,4010,0.3722227375002341,Pauline Bell,0.3340965797021004,female,CFRA Equity Research,"('SIVB', '2019 q3')",0.0
9965,USB,2019 q3,4010,0.390483830114429,Pauline Bell,0.2898069335875294,female,CFRA Equity Research,"('USB', '2019 q3')",0.0
9966,ZION,2019 q3,4010,0.4608771485838493,Pauline Bell,0.2242101494341416,female,CFRA Equity Research,"('ZION', '2019 q3')",0.0
9967,CMA,2019 q3,4010,0.3833225866650562,"Mr. Brett D. Rabatin, CFA",0.1794049935147975,male,Piper Sandler Companies,"('CMA', '2019 q3')",0.0
9968,CMA,2019 q3,4010,0.3833225866650562,Matthew Miller,0.2932348189439858,male,CFRA Equity Research,"('CMA', '2019 q3')",0.0
9969,CMA,2019 q3,4010,0.3833225866650562,"Jon G. Arfstrom, CPA",0.0963787504608376,male,RBC Capital Markets,"('CMA', '2019 q3')",0.0
9970,FRC,2019 q3,4010,0.2520644008106323,"Jon G. Arfstrom, CPA",0.0874470617968685,male,RBC Capital Markets,"('FRC', '2019 q3')",0.0
9971,HBAN,2019 q3,4010,0.4238988793152275,"Jon G. Arfstrom, CPA",0.114176854006096,male,RBC Capital Markets,"('HBAN', '2019 q3')",0.0
9972,SIVB,2019 q3,4010,0.3722227375002341,"Jon G. Arfstrom, CPA",0.0794073902638786,male,RBC Capital Markets,"('SIVB', '2019 q3')",0.0
9973,ZION,2019 q3,4010,0.4608771485838493,"Jon G. Arfstrom, CPA",0.0873189723715454,male,RBC Capital Markets,"('ZION', '2019 q3')",0.007387752644717693
9974,CMA,2019 q3,4010,0.3833225866650562,"Mr. Ken A. Zerbe, CFA",0.1112178940992651,male,Morgan Stanley,"('CMA', '2019 q3')",0.01666666753590107
9975,FITB,2019 q3,4010,0.5235893934726877,"Mr. Ken A. Zerbe, CFA",0.735687904145482,male,Morgan Stanley,"('FITB', '2019 q3')",0.03333333507180214
9976,FRC,2019 q3,4010,0.2520644008106323,"Mr. Ken A. Zerbe, CFA",0.0846163079307133,male,Morgan Stanley,"('FRC', '2019 q3')",0.01666666753590107
9977,HBAN,2019 q3,4010,0.4238988793152275,"Mr. Ken A. Zerbe, CFA",0.10649839179343,male,Morgan Stanley,"('HBAN', '2019 q3')",0.0
9978,MTB,2019 q3,4010,0.4774122213817388,"Mr. Ken A. Zerbe, CFA",0.7581319864837696,male,Morgan Stanley,"('MTB', '2019 q3')",0.03333333507180214
9979,PBCT,2019 q3,4010,0.3937742206675201,"Mr. Ken A. Zerbe, CFA",0.7881705545319203,male,Morgan Stanley,"('PBCT', '2019 q3')",0.03333333507180214
9980,ZION,2019 q3,4010,0.4608771485838493,"Mr. Ken A. Zerbe, CFA",0.7400781358512813,male,Morgan Stanley,"('ZION', '2019 q3')",0.03333333507180214
9981,FITB,2019 q3,4010,0.5235893934726877,Stewart Glickman,0.3631392463139614,male,CFRA Equity Research,"('FITB', '2019 q3')",0.0
9982,MTB,2019 q3,4010,0.4774122213817388,Stewart Glickman,0.3058919666130308,male,CFRA Equity Research,"('MTB', '2019 q3')",0.0
9983,TFC,2019 q3,4010,0.3421479275743546,Stewart Glickman,0.3261745397878265,male,CFRA Equity Research,"('TFC', '2019 q3')",0.0
9984,FRC,2019 q3,4010,0.2520644008106323,Mr. David J. Chiaverini,0.1099219865340879,male,Wedbush Securities Inc.,"('FRC', '2019 q3')",0.0
9985,SIVB,2019 q3,4010,0.3722227375002341,Mr. David J. Chiaverini,0.0952412500942685,male,Wedbush Securities Inc.,"('SIVB', '2019 q3')",0.0
9986,FRC,2019 q3,4010,0.2520644008106323,Mr. Michael K. Diana,0.0568417084715368,male,Maxim Group,"('FRC', '2019 q3')",0.0
9987,SIVB,2019 q3,4010,0.3722227375002341,Mr. Michael K. Diana,0.1242092357943593,male,Maxim Group,"('SIVB', '2019 q3')",0.0
9988,FRC,2019 q3,4010,0.2520644008106323,Mr. Aaron J. Deer,0.0685324114375956,male,Sandler O'Neill & Partners,"('FRC', '2019 q3')",0.0
9989,SIVB,2019 q3,4010,0.3722227375002341,Mr. Aaron J. Deer,0.0796298675510924,male,Sandler O'Neill & Partners,"('SIVB', '2019 q3')",0.0
9990,FRC,2019 q3,4010,0.2520644008106323,"Mr. Christopher W. Marinac, CFA",0.0988838842152857,male,Janney Montgomery Scott LLC,"('FRC', '2019 q3')",0.0
9991,SIVB,2019 q3,4010,0.3722227375002341,"Mr. Christopher W. Marinac, CFA",0.0949298102230535,male,Janney Montgomery Scott LLC,"('SIVB', '2019 q3')",0.0
9992,ZION,2019 q3,4010,0.4608771485838493,"Mr. Christopher W. Marinac, CFA",0.0918284311992242,male,Janney Montgomery Scott LLC,"('ZION', '2019 q3')",0.0
9993,FRC,2019 q3,4010,0.2520644008106323,Matthew T. Clark,0.0734225838213746,male,Piper Sandler Companies,"('FRC', '2019 q3')",0.0
9994,JPM,2019 q3,4010,0.5951601260176236,"Matt D. O-Connor, CFA",0.8866291655518409,male,Deutsche Bank,"('JPM', '2019 q3')",0.0
9995,JPM,2019 q3,4010,0.5951601260176236,"Mr. Glenn P. Schorr, CFA",0.423957508552877,male,EVERCORE ISI,"('JPM', '2019 q3')",0.0
9996,MTB,2019 q3,4010,0.4774122213817388,"Mr. Frank J. Schiraldi, CFA",0.1140450088771226,male,Sandler O'Neill & Partners,"('MTB', '2019 q3')",0.0
9997,PBCT,2019 q3,4010,0.3937742206675201,Mr. Austin L. Nicholas,0.1897552853156166,male,Stephens Inc.,"('PBCT', '2019 q3')",0.0
9998,PBCT,2019 q3,4010,0.3937742206675201,"Mr. Mark T. Fitzgibbon, CPA",0.2060380225203723,male,Sandler O'Neill & Partners,"('PBCT', '2019 q3')",0.0
9999,PBCT,2019 q3,4010,0.3937742206675201,Mr. Matthew M. Breese,0.1813014010612515,male,Piper Sandler Companies,"('PBCT', '2019 q3')",0.0
10000,PBCT,2019 q3,4010,0.3937742206675201,Mr. Keith Snyder,0.2494249661749773,male,CFRA Equity Research,"('PBCT', '2019 q3')",0.0
10001,PNC,2019 q3,4010,0.4462591124445957,Acquisdata Research Team,0.4532287969743628,Not a person,Acquisdata,"('PNC', '2019 q3')",0.0
10002,PNC,2019 q3,4010,0.4462591124445957,"Tuna N. Amobi, CFA",0.2899358773656031,male,CFRA Equity Research,"('PNC', '2019 q3')",0.0
10003,RF,2019 q3,4010,0.1641374082202272,Mr. James A. Corridore,0.2229336111479596,male,CFRA Equity Research,"('RF', '2019 q3')",0.0
10004,SIVB,2019 q3,4010,0.3722227375002341,Mr. Christopher J. York,0.2541333295061792,male,JMP Securities,"('SIVB', '2019 q3')",0.0
10005,SIVB,2019 q3,4010,0.3722227375002341,Mr. Ebrahim H. Poonawala,0.581498039434363,male,BofA Global Research,"('SIVB', '2019 q3')",0.0
10006,SIVB,2019 q3,4010,0.3722227375002341,John Freeman,0.2889880495296582,male,CFRA Equity Research,"('SIVB', '2019 q3')",0.0
10007,USB,2019 q3,4010,0.390483830114429,John Freeman,0.2948435107054394,male,CFRA Equity Research,"('USB', '2019 q3')",0.0
10008,TFC,2019 q3,4010,0.3421479275743546,"Mr. Stephen Scouten, CFA",0.086310561162464,male,Sandler O'Neill & Partners,"('TFC', '2019 q3')",0.0
10009,WFC,2019 q3,4010,0.6535136432940907,Mr. Steven J. Chubak,0.6591665954878139,male,Wolfe Research,"('WFC', '2019 q3')",0.0
10010,ZION,2019 q3,4010,0.4608771485838493,Christopher B. Muir,0.202061425342543,male,CFRA Equity Research,"('ZION', '2019 q3')",0.0
10011,ZION,2019 q3,4010,0.4608771485838493,"Mr. Brad J. Milsaps, CFA",0.1202585265576923,male,Sandler O'Neill & Partners,"('ZION', '2019 q3')",0.011340699158608913
10012,BAC,2019 q4,4010,0.5628218980673654,Eric Compton,0.7634371248160132,male,"Morningstar, Inc.","('BAC', '2019 q4')",0.0
10013,C,2019 q4,4010,0.7510567193274532,Eric Compton,0.7876468789877047,male,"Morningstar, Inc.","('C', '2019 q4')",0.0
10014,CMA,2019 q4,4010,0.4644910197322122,Eric Compton,0.9431438633233786,male,"Morningstar, Inc.","('CMA', '2019 q4')",0.0
10015,FITB,2019 q4,4010,0.3724177199514524,Eric Compton,0.9341474546531404,male,"Morningstar, Inc.","('FITB', '2019 q4')",0.0
10016,HBAN,2019 q4,4010,0.3995662520083013,Eric Compton,0.9579953240317122,male,"Morningstar, Inc.","('HBAN', '2019 q4')",0.0
10017,JPM,2019 q4,4010,0.6366316938544117,Eric Compton,0.7149230992248667,male,"Morningstar, Inc.","('JPM', '2019 q4')",0.0
10018,MTB,2019 q4,4010,0.4069706086206821,Eric Compton,0.8951577914456734,male,"Morningstar, Inc.","('MTB', '2019 q4')",0.0
10019,PNC,2019 q4,4010,0.4638128939196561,Eric Compton,0.9214692437680304,male,"Morningstar, Inc.","('PNC', '2019 q4')",0.0
10020,TFC,2019 q4,4010,0.3849192899722712,Eric Compton,0.8890489988893739,male,"Morningstar, Inc.","('TFC', '2019 q4')",0.0
10021,USB,2019 q4,4010,0.3731038897249591,Eric Compton,0.924325363736104,male,"Morningstar, Inc.","('USB', '2019 q4')",0.0
10022,WFC,2019 q4,4010,0.6244230017331646,Eric Compton,0.7476340750891782,male,"Morningstar, Inc.","('WFC', '2019 q4')",0.0
10023,ZION,2019 q4,4010,0.3573737576295989,Eric Compton,0.9294537980724484,male,"Morningstar, Inc.","('ZION', '2019 q4')",0.0
10024,BAC,2019 q4,4010,0.5628218980673654,"Mr. Kenneth M. Leon, CPA",0.5031357272468074,male,CFRA Equity Research,"('BAC', '2019 q4')",0.0
10025,JPM,2019 q4,4010,0.6366316938544117,"Mr. Kenneth M. Leon, CPA",0.5840564651787482,male,CFRA Equity Research,"('JPM', '2019 q4')",0.0
10026,WFC,2019 q4,4010,0.6244230017331646,"Mr. Kenneth M. Leon, CPA",0.5643926046932612,male,CFRA Equity Research,"('WFC', '2019 q4')",0.0
10027,BAC,2019 q4,4010,0.5628218980673654,Ken M. Usdin,0.245740811402403,male,Jefferies,"('BAC', '2019 q4')",0.0
10028,CFG,2019 q4,4010,0.4767447765777338,Ken M. Usdin,0.1635260013308657,male,Jefferies,"('CFG', '2019 q4')",0.0
10029,FITB,2019 q4,4010,0.3724177199514524,Ken M. Usdin,0.1344969322640226,male,Jefferies,"('FITB', '2019 q4')",0.0
10030,KEY,2019 q4,4010,0.0,Ken M. Usdin,,male,Jefferies,"('KEY', '2019 q4')",0.0
10031,BAC,2019 q4,4010,0.5628218980673654,James F. Mitchell,0.2277730149463996,male,The Buckingham Research Group,"('BAC', '2019 q4')",0.0
10032,BAC,2019 q4,4010,0.5628218980673654,"Mr. Michael Mayo, CFA",0.2719295415716533,male,"Wells Fargo Securities, LLC","('BAC', '2019 q4')",0.01666666753590107
10033,C,2019 q4,4010,0.7510567193274532,"Mr. Michael Mayo, CFA",0.699633164904837,male,"Wells Fargo Securities, LLC","('C', '2019 q4')",0.03333333507180214
10034,FITB,2019 q4,4010,0.3724177199514524,"Mr. Michael Mayo, CFA",0.0957843069956436,male,"Wells Fargo Securities, LLC","('FITB', '2019 q4')",0.0
10035,JPM,2019 q4,4010,0.6366316938544117,"Mr. Michael Mayo, CFA",0.3266189075277798,male,"Wells Fargo Securities, LLC","('JPM', '2019 q4')",0.0
10036,PNC,2019 q4,4010,0.4638128939196561,"Mr. Michael Mayo, CFA",0.0944602859112862,male,"Wells Fargo Securities, LLC","('PNC', '2019 q4')",0.0
10037,ZION,2019 q4,4010,0.3573737576295989,"Mr. Michael Mayo, CFA",0.7730852136397035,male,"Wells Fargo Securities, LLC","('ZION', '2019 q4')",0.03333333507180214
10038,BAC,2019 q4,4010,0.5628218980673654,Gerard S. Cassidy,0.1846656724774794,male,RBC Capital Markets,"('BAC', '2019 q4')",0.006010924465954304
10039,CFG,2019 q4,4010,0.4767447765777338,Gerard S. Cassidy,0.0910975938216423,male,RBC Capital Markets,"('CFG', '2019 q4')",0.0
10040,FITB,2019 q4,4010,0.3724177199514524,Gerard S. Cassidy,0.0929118775693211,male,RBC Capital Markets,"('FITB', '2019 q4')",0.0
10041,JPM,2019 q4,4010,0.6366316938544117,Gerard S. Cassidy,0.3378947974988351,male,RBC Capital Markets,"('JPM', '2019 q4')",0.0
10042,MTB,2019 q4,4010,0.4069706086206821,Gerard S. Cassidy,0.1100156606122497,male,RBC Capital Markets,"('MTB', '2019 q4')",0.0
10043,PNC,2019 q4,4010,0.4638128939196561,Gerard S. Cassidy,0.1058408497012496,male,RBC Capital Markets,"('PNC', '2019 q4')",0.01666666753590107
10044,USB,2019 q4,4010,0.3731038897249591,Gerard S. Cassidy,0.1177592695342042,male,RBC Capital Markets,"('USB', '2019 q4')",0.0
10045,WFC,2019 q4,4010,0.6244230017331646,Gerard S. Cassidy,0.2691075944455587,male,RBC Capital Markets,"('WFC', '2019 q4')",0.0
10046,BAC,2019 q4,4010,0.5628218980673654,Acquisdata Research Team,0.438114363444149,Not a person,Acquisdata,"('BAC', '2019 q4')",0.0
10047,JPM,2019 q4,4010,0.6366316938544117,Acquisdata Research Team,0.4639539367443611,Not a person,Acquisdata,"('JPM', '2019 q4')",0.0
10048,PNC,2019 q4,4010,0.4638128939196561,Acquisdata Research Team,0.2727691382640355,Not a person,Acquisdata,"('PNC', '2019 q4')",0.0
10049,TFC,2019 q4,4010,0.3849192899722712,Acquisdata Research Team,0.2990405814587902,Not a person,Acquisdata,"('TFC', '2019 q4')",0.0
10050,WFC,2019 q4,4010,0.6244230017331646,Acquisdata Research Team,0.3444003175789975,Not a person,Acquisdata,"('WFC', '2019 q4')",0.0
10051,BAC,2019 q4,4010,0.5628218980673654,"Mr. Glenn P. Schorr, CFA",0.1396203273986743,male,EVERCORE ISI,"('BAC', '2019 q4')",0.0
10052,JPM,2019 q4,4010,0.6366316938544117,"Mr. Glenn P. Schorr, CFA",0.3848386605293902,male,EVERCORE ISI,"('JPM', '2019 q4')",0.009865375235676765
10053,BAC,2019 q4,4010,0.5628218980673654,Mr. Jeffery J. Harte,0.4891177155699684,male,Sandler O'Neill & Partners,"('BAC', '2019 q4')",0.0
10054,C,2019 q4,4010,0.7510567193274532,Mr. Jeffery J. Harte,0.8441824802032145,male,Sandler O'Neill & Partners,"('C', '2019 q4')",0.017583658918738365
10055,JPM,2019 q4,4010,0.6366316938544117,Mr. Jeffery J. Harte,0.3278592601939877,male,Sandler O'Neill & Partners,"('JPM', '2019 q4')",0.0
10056,BAC,2019 q4,4010,0.5628218980673654,"Mr. Jason M. Goldberg, CFA",0.1986615848744462,male,Barclays,"('BAC', '2019 q4')",0.0
10057,CFG,2019 q4,4010,0.4767447765777338,"Mr. Jason M. Goldberg, CFA",0.0942384278630197,male,Barclays,"('CFG', '2019 q4')",0.0
10058,CMA,2019 q4,4010,0.4644910197322122,"Mr. Jason M. Goldberg, CFA",0.1214293424908807,male,Barclays,"('CMA', '2019 q4')",0.0
10059,FITB,2019 q4,4010,0.3724177199514524,"Mr. Jason M. Goldberg, CFA",0.0888260169615943,male,Barclays,"('FITB', '2019 q4')",0.0
10060,FRC,2019 q4,4010,0.3153450796838855,"Mr. Jason M. Goldberg, CFA",0.0805076656805001,male,Barclays,"('FRC', '2019 q4')",0.0
10061,JPM,2019 q4,4010,0.6366316938544117,"Mr. Jason M. Goldberg, CFA",0.3389240665056772,male,Barclays,"('JPM', '2019 q4')",0.0
10062,MTB,2019 q4,4010,0.4069706086206821,"Mr. Jason M. Goldberg, CFA",0.1226433697035687,male,Barclays,"('MTB', '2019 q4')",0.0
10063,PNC,2019 q4,4010,0.4638128939196561,"Mr. Jason M. Goldberg, CFA",0.0979419406435951,male,Barclays,"('PNC', '2019 q4')",0.0
10064,SIVB,2019 q4,4010,0.2360537508448339,"Mr. Jason M. Goldberg, CFA",0.0664520726358928,male,Barclays,"('SIVB', '2019 q4')",0.0
10065,TFC,2019 q4,4010,0.3849192899722712,"Mr. Jason M. Goldberg, CFA",0.1088668652879209,male,Barclays,"('TFC', '2019 q4')",0.0
10066,USB,2019 q4,4010,0.3731038897249591,"Mr. Jason M. Goldberg, CFA",0.1112773761965992,male,Barclays,"('USB', '2019 q4')",0.0
10067,WFC,2019 q4,4010,0.6244230017331646,"Mr. Jason M. Goldberg, CFA",0.2707028238416741,male,Barclays,"('WFC', '2019 q4')",0.0
10068,ZION,2019 q4,4010,0.3573737576295989,"Mr. Jason M. Goldberg, CFA",0.0666146785069279,male,Barclays,"('ZION', '2019 q4')",0.0
10069,BAC,2019 q4,4010,0.5628218980673654,Ms. Susan Roth Katzke,0.3477543421732846,female,Credit Suisse,"('BAC', '2019 q4')",0.0
10070,CFG,2019 q4,4010,0.4767447765777338,Ms. Susan Roth Katzke,0.1788487427338747,female,Credit Suisse,"('CFG', '2019 q4')",0.0
10071,FRC,2019 q4,4010,0.3153450796838855,Ms. Susan Roth Katzke,0.1876956397397658,female,Credit Suisse,"('FRC', '2019 q4')",0.022240951657295227
10072,PNC,2019 q4,4010,0.4638128939196561,Ms. Susan Roth Katzke,0.210176676611661,female,Credit Suisse,"('PNC', '2019 q4')",0.0
10073,RF,2019 q4,4010,0.3723332142995496,Ms. Susan Roth Katzke,0.4384975920427487,female,Credit Suisse,"('RF', '2019 q4')",0.0
10074,USB,2019 q4,4010,0.3731038897249591,Ms. Susan Roth Katzke,0.1677203130144653,female,Credit Suisse,"('USB', '2019 q4')",0.0
10075,WFC,2019 q4,4010,0.6244230017331646,Ms. Susan Roth Katzke,0.3098680245906464,female,Credit Suisse,"('WFC', '2019 q4')",0.020703183487057686
10076,BAC,2019 q4,4010,0.5628218980673654,"Betsy L. Graseck, CFA",0.5462827019702503,female,Morgan Stanley,"('BAC', '2019 q4')",0.04043082892894745
10077,C,2019 q4,4010,0.7510567193274532,"Betsy L. Graseck, CFA",0.5296259188401451,female,Morgan Stanley,"('C', '2019 q4')",0.0
10078,PNC,2019 q4,4010,0.4638128939196561,"Betsy L. Graseck, CFA",0.5839768828997182,female,Morgan Stanley,"('PNC', '2019 q4')",0.022643115371465683
10079,TFC,2019 q4,4010,0.3849192899722712,"Betsy L. Graseck, CFA",0.2013429286345716,female,Morgan Stanley,"('TFC', '2019 q4')",0.010655006393790245
10080,USB,2019 q4,4010,0.3731038897249591,"Betsy L. Graseck, CFA",0.5160145493701789,female,Morgan Stanley,"('USB', '2019 q4')",0.0
10081,WFC,2019 q4,4010,0.6244230017331646,"Betsy L. Graseck, CFA",0.5924039235826293,female,Morgan Stanley,"('WFC', '2019 q4')",0.0
10082,BAC,2019 q4,4010,0.5628218980673654,Mr. Andrew Lim,0.8416999044265111,male,Societe Generale,"('BAC', '2019 q4')",0.032635786570608616
10083,JPM,2019 q4,4010,0.6366316938544117,Mr. Andrew Lim,0.8696874061116334,male,Societe Generale,"('JPM', '2019 q4')",0.010317809879779816
10084,C,2019 q4,4010,0.7510567193274532,Mr. Steven J. Chubak,0.5589074147937285,male,Wolfe Research,"('C', '2019 q4')",0.0
10085,CFG,2019 q4,4010,0.4767447765777338,R. Scott Siefers,0.1081404682989021,male,Sandler O'Neill & Partners,"('CFG', '2019 q4')",0.0
10086,CMA,2019 q4,4010,0.4644910197322122,R. Scott Siefers,0.1248146705258065,male,Sandler O'Neill & Partners,"('CMA', '2019 q4')",0.0
10087,FITB,2019 q4,4010,0.3724177199514524,R. Scott Siefers,0.1186580907853657,male,Sandler O'Neill & Partners,"('FITB', '2019 q4')",0.0
10088,HBAN,2019 q4,4010,0.3995662520083013,R. Scott Siefers,0.2159688229546066,male,Sandler O'Neill & Partners,"('HBAN', '2019 q4')",0.0
10089,PNC,2019 q4,4010,0.4638128939196561,R. Scott Siefers,0.1841346792190429,male,Sandler O'Neill & Partners,"('PNC', '2019 q4')",0.0
10090,USB,2019 q4,4010,0.3731038897249591,R. Scott Siefers,0.1923833891014308,male,Sandler O'Neill & Partners,"('USB', '2019 q4')",0.0
10091,WFC,2019 q4,4010,0.6244230017331646,R. Scott Siefers,0.2717979095689247,male,Sandler O'Neill & Partners,"('WFC', '2019 q4')",0.0
10092,CFG,2019 q4,4010,0.4767447765777338,Mr. John Pancari,0.467606670768475,male,EVERCORE ISI,"('CFG', '2019 q4')",0.0
10093,CMA,2019 q4,4010,0.4644910197322122,Mr. John Pancari,0.0989616396734775,male,EVERCORE ISI,"('CMA', '2019 q4')",0.0
10094,FITB,2019 q4,4010,0.3724177199514524,Mr. John Pancari,0.0676166914968077,male,EVERCORE ISI,"('FITB', '2019 q4')",0.0
10095,FRC,2019 q4,4010,0.3153450796838855,Mr. John Pancari,0.0904779004774872,male,EVERCORE ISI,"('FRC', '2019 q4')",0.0
10096,HBAN,2019 q4,4010,0.3995662520083013,Mr. John Pancari,0.1027187120805226,male,EVERCORE ISI,"('HBAN', '2019 q4')",0.0
10097,MTB,2019 q4,4010,0.4069706086206821,Mr. John Pancari,0.1039379982837394,male,EVERCORE ISI,"('MTB', '2019 q4')",0.0
10098,PNC,2019 q4,4010,0.4638128939196561,Mr. John Pancari,0.0811098508922628,male,EVERCORE ISI,"('PNC', '2019 q4')",0.0
10099,SIVB,2019 q4,4010,0.2360537508448339,Mr. John Pancari,0.2635468109966896,male,EVERCORE ISI,"('SIVB', '2019 q4')",0.0159775260835886
10100,TFC,2019 q4,4010,0.3849192899722712,Mr. John Pancari,0.1234227910153991,male,EVERCORE ISI,"('TFC', '2019 q4')",0.0
10101,USB,2019 q4,4010,0.3731038897249591,Mr. John Pancari,0.0801136894876073,male,EVERCORE ISI,"('USB', '2019 q4')",0.0
10102,WFC,2019 q4,4010,0.6244230017331646,Mr. John Pancari,0.5447854660831648,male,EVERCORE ISI,"('WFC', '2019 q4')",0.0
10103,ZION,2019 q4,4010,0.3573737576295989,Mr. John Pancari,0.0529061745858993,male,EVERCORE ISI,"('ZION', '2019 q4')",0.0
10104,CFG,2019 q4,4010,0.4767447765777338,Erika L. Najarian,0.1852958795764369,female,BofA Global Research,"('CFG', '2019 q4')",0.0
10105,FITB,2019 q4,4010,0.3724177199514524,Erika L. Najarian,0.2901630380748123,female,BofA Global Research,"('FITB', '2019 q4')",0.0
10106,FRC,2019 q4,4010,0.3153450796838855,Erika L. Najarian,0.2097030642201908,female,BofA Global Research,"('FRC', '2019 q4')",0.0
10107,HBAN,2019 q4,4010,0.3995662520083013,Erika L. Najarian,0.3093359385265382,female,BofA Global Research,"('HBAN', '2019 q4')",0.0
10108,JPM,2019 q4,4010,0.6366316938544117,Erika L. Najarian,0.5661170854934577,female,BofA Global Research,"('JPM', '2019 q4')",0.0
10109,MTB,2019 q4,4010,0.4069706086206821,Erika L. Najarian,0.4789988020991421,female,BofA Global Research,"('MTB', '2019 q4')",0.0
10110,PNC,2019 q4,4010,0.4638128939196561,Erika L. Najarian,0.1983223803791997,female,BofA Global Research,"('PNC', '2019 q4')",0.0
10111,TFC,2019 q4,4010,0.3849192899722712,Erika L. Najarian,0.2987324518282048,female,BofA Global Research,"('TFC', '2019 q4')",0.0
10112,USB,2019 q4,4010,0.3731038897249591,Erika L. Najarian,0.2453781637422737,female,BofA Global Research,"('USB', '2019 q4')",0.0
10113,ZION,2019 q4,4010,0.3573737576295989,Erika L. Najarian,0.269489834280863,female,BofA Global Research,"('ZION', '2019 q4')",0.013889200054109097
10114,CFG,2019 q4,4010,0.4767447765777338,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CFG', '2019 q4')",0.9701538681983948
10115,CMA,2019 q4,4010,0.4644910197322122,SADIF Research,0.9872578785238504,Not a person,Sadif Analytics Prime,"('CMA', '2019 q4')",0.9746615290641785
10116,FRC,2019 q4,4010,0.3153450796838855,SADIF Research,0.987201656770838,Not a person,Sadif Analytics Prime,"('FRC', '2019 q4')",0.9778178930282593
10117,PNC,2019 q4,4010,0.4638128939196561,SADIF Research,0.9997186231134396,Not a person,Sadif Analytics Prime,"('PNC', '2019 q4')",0.9516706466674805
10118,WFC,2019 q4,4010,0.6244230017331646,SADIF Research,0.9889113812860646,Not a person,Sadif Analytics Prime,"('WFC', '2019 q4')",0.9580340385437012
10119,CFG,2019 q4,4010,0.4767447765777338,"Mr. Terry McEvoy, CFA",0.1259865477605528,male,Stephens Inc.,"('CFG', '2019 q4')",0.0
10120,CMA,2019 q4,4010,0.4644910197322122,"Mr. Terry McEvoy, CFA",0.1226545053966276,male,Stephens Inc.,"('CMA', '2019 q4')",0.0
10121,FRC,2019 q4,4010,0.3153450796838855,"Mr. Terry McEvoy, CFA",0.094464663247585,male,Stephens Inc.,"('FRC', '2019 q4')",0.0
10122,HBAN,2019 q4,4010,0.3995662520083013,"Mr. Terry McEvoy, CFA",0.1394153749553753,male,Stephens Inc.,"('HBAN', '2019 q4')",0.0
10123,PNC,2019 q4,4010,0.4638128939196561,"Mr. Terry McEvoy, CFA",0.1496050064232202,male,Stephens Inc.,"('PNC', '2019 q4')",0.018608225509524345
10124,TFC,2019 q4,4010,0.3849192899722712,"Mr. Terry McEvoy, CFA",0.1587670964666133,male,Stephens Inc.,"('TFC', '2019 q4')",0.0
10125,USB,2019 q4,4010,0.3731038897249591,"Mr. Terry McEvoy, CFA",0.1219652138425397,male,Stephens Inc.,"('USB', '2019 q4')",0.0
10126,ZION,2019 q4,4010,0.3573737576295989,"Mr. Terry McEvoy, CFA",0.0765749668205387,male,Stephens Inc.,"('ZION', '2019 q4')",0.0
10127,CFG,2019 q4,4010,0.4767447765777338,"Matt D. O-Connor, CFA",0.8758864480727352,male,Deutsche Bank,"('CFG', '2019 q4')",0.0
10128,CFG,2019 q4,4010,0.4767447765777338,Pauline Bell,0.3068040784653174,female,CFRA Equity Research,"('CFG', '2019 q4')",0.0
10129,CMA,2019 q4,4010,0.4644910197322122,Pauline Bell,0.2704577931757795,female,CFRA Equity Research,"('CMA', '2019 q4')",0.0
10130,FITB,2019 q4,4010,0.3724177199514524,Pauline Bell,0.3144730560268257,female,CFRA Equity Research,"('FITB', '2019 q4')",0.0
10131,HBAN,2019 q4,4010,0.3995662520083013,Pauline Bell,0.2828370515369929,female,CFRA Equity Research,"('HBAN', '2019 q4')",0.0
10132,MTB,2019 q4,4010,0.4069706086206821,Pauline Bell,0.2799314102676821,female,CFRA Equity Research,"('MTB', '2019 q4')",0.0
10133,PBCT,2019 q4,4010,0.2659292533381858,Pauline Bell,0.2623304781448992,female,CFRA Equity Research,"('PBCT', '2019 q4')",0.0
10134,PNC,2019 q4,4010,0.4638128939196561,Pauline Bell,0.2524162487967974,female,CFRA Equity Research,"('PNC', '2019 q4')",0.0
10135,RF,2019 q4,4010,0.3723332142995496,Pauline Bell,0.3281796562468553,female,CFRA Equity Research,"('RF', '2019 q4')",0.0
10136,SIVB,2019 q4,4010,0.2360537508448339,Pauline Bell,0.3493218039550818,female,CFRA Equity Research,"('SIVB', '2019 q4')",0.0
10137,TFC,2019 q4,4010,0.3849192899722712,Pauline Bell,0.3073370308228998,female,CFRA Equity Research,"('TFC', '2019 q4')",0.0
10138,USB,2019 q4,4010,0.3731038897249591,Pauline Bell,0.3497385076379654,female,CFRA Equity Research,"('USB', '2019 q4')",0.0
10139,ZION,2019 q4,4010,0.3573737576295989,Pauline Bell,0.2168392977210841,female,CFRA Equity Research,"('ZION', '2019 q4')",0.0
10140,CFG,2019 q4,4010,0.4767447765777338,Mr. Peter J. Winter,0.0762787521349694,male,Wedbush Securities Inc.,"('CFG', '2019 q4')",0.0
10141,CMA,2019 q4,4010,0.4644910197322122,Mr. Peter J. Winter,0.1034410144015216,male,Wedbush Securities Inc.,"('CMA', '2019 q4')",0.0
10142,FITB,2019 q4,4010,0.3724177199514524,Mr. Peter J. Winter,0.0916749995319736,male,Wedbush Securities Inc.,"('FITB', '2019 q4')",0.0
10143,HBAN,2019 q4,4010,0.3995662520083013,Mr. Peter J. Winter,0.1070710269736358,male,Wedbush Securities Inc.,"('HBAN', '2019 q4')",0.0
10144,MTB,2019 q4,4010,0.4069706086206821,Mr. Peter J. Winter,0.1235566327523987,male,Wedbush Securities Inc.,"('MTB', '2019 q4')",0.011730476282536983
10145,RF,2019 q4,4010,0.3723332142995496,Mr. Peter J. Winter,0.2788021735316187,male,Wedbush Securities Inc.,"('RF', '2019 q4')",0.0
10146,USB,2019 q4,4010,0.3731038897249591,Mr. Peter J. Winter,0.0771653739916372,male,Wedbush Securities Inc.,"('USB', '2019 q4')",0.0
10147,ZION,2019 q4,4010,0.3573737576295989,Mr. Peter J. Winter,0.0674019558567411,male,Wedbush Securities Inc.,"('ZION', '2019 q4')",0.0
10148,CFG,2019 q4,4010,0.4767447765777338,"Mr. Ken A. Zerbe, CFA",0.5026771925767246,male,Morgan Stanley,"('CFG', '2019 q4')",0.0
10149,CMA,2019 q4,4010,0.4644910197322122,"Mr. Ken A. Zerbe, CFA",0.369377322301173,male,Morgan Stanley,"('CMA', '2019 q4')",0.02229355461895466
10150,FITB,2019 q4,4010,0.3724177199514524,"Mr. Ken A. Zerbe, CFA",0.6254438440431704,male,Morgan Stanley,"('FITB', '2019 q4')",0.028109217062592506
10151,FRC,2019 q4,4010,0.3153450796838855,"Mr. Ken A. Zerbe, CFA",0.4373349641545088,male,Morgan Stanley,"('FRC', '2019 q4')",0.0025855430867522955
10152,HBAN,2019 q4,4010,0.3995662520083013,"Mr. Ken A. Zerbe, CFA",0.2650134419598241,male,Morgan Stanley,"('HBAN', '2019 q4')",0.019530723802745342
10153,MTB,2019 q4,4010,0.4069706086206821,"Mr. Ken A. Zerbe, CFA",0.3220751613702034,male,Morgan Stanley,"('MTB', '2019 q4')",0.02293926291167736
10154,PBCT,2019 q4,4010,0.2659292533381858,"Mr. Ken A. Zerbe, CFA",0.4245453950690867,male,Morgan Stanley,"('PBCT', '2019 q4')",0.026408424600958824
10155,SIVB,2019 q4,4010,0.2360537508448339,"Mr. Ken A. Zerbe, CFA",0.4146506673015556,male,Morgan Stanley,"('SIVB', '2019 q4')",0.008333333767950535
10156,ZION,2019 q4,4010,0.3573737576295989,"Mr. Ken A. Zerbe, CFA",0.3214067634767897,male,Morgan Stanley,"('ZION', '2019 q4')",0.0
10157,CMA,2019 q4,4010,0.4644910197322122,"Jon G. Arfstrom, CPA",0.1273722923761351,male,RBC Capital Markets,"('CMA', '2019 q4')",0.0
10158,FRC,2019 q4,4010,0.3153450796838855,"Jon G. Arfstrom, CPA",0.0738735049345769,male,RBC Capital Markets,"('FRC', '2019 q4')",0.0
10159,HBAN,2019 q4,4010,0.3995662520083013,"Jon G. Arfstrom, CPA",0.1604672111890654,male,RBC Capital Markets,"('HBAN', '2019 q4')",0.0
10160,SIVB,2019 q4,4010,0.2360537508448339,"Jon G. Arfstrom, CPA",0.0538452079747502,male,RBC Capital Markets,"('SIVB', '2019 q4')",0.0
10161,ZION,2019 q4,4010,0.3573737576295989,"Jon G. Arfstrom, CPA",0.0545179127232484,male,RBC Capital Markets,"('ZION', '2019 q4')",0.0
10162,CMA,2019 q4,4010,0.4644910197322122,"Ms. Jennifer H. Demba, CFA",0.1151849863812837,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2019 q4')",0.0
10163,SIVB,2019 q4,4010,0.2360537508448339,"Ms. Jennifer H. Demba, CFA",0.0679684733893545,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2019 q4')",0.0
10164,ZION,2019 q4,4010,0.3573737576295989,"Ms. Jennifer H. Demba, CFA",0.0692740614994947,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2019 q4')",0.0
10165,CMA,2019 q4,4010,0.4644910197322122,"Mr. Brett D. Rabatin, CFA",0.390430683988767,male,Piper Sandler Companies,"('CMA', '2019 q4')",0.038656752556562424
10166,SIVB,2019 q4,4010,0.2360537508448339,"Mr. Brett D. Rabatin, CFA",0.0851813730257852,male,Piper Sandler Companies,"('SIVB', '2019 q4')",0.0
10167,FITB,2019 q4,4010,0.3724177199514524,"Mr. Christopher W. Marinac, CFA",0.0745789490660436,male,Janney Montgomery Scott LLC,"('FITB', '2019 q4')",0.0
10168,FRC,2019 q4,4010,0.3153450796838855,"Mr. Christopher W. Marinac, CFA",0.1443532549119938,male,Janney Montgomery Scott LLC,"('FRC', '2019 q4')",0.027024271587530773
10169,SIVB,2019 q4,4010,0.2360537508448339,"Mr. Christopher W. Marinac, CFA",0.2427609141217458,male,Janney Montgomery Scott LLC,"('SIVB', '2019 q4')",0.03465238120406866
10170,TFC,2019 q4,4010,0.3849192899722712,"Mr. Christopher W. Marinac, CFA",0.0965702791441329,male,Janney Montgomery Scott LLC,"('TFC', '2019 q4')",0.0053435129423936205
10171,ZION,2019 q4,4010,0.3573737576295989,"Mr. Christopher W. Marinac, CFA",0.095450187268601,male,Janney Montgomery Scott LLC,"('ZION', '2019 q4')",0.061592087149620056
10172,FRC,2019 q4,4010,0.3153450796838855,Mr. Aaron J. Deer,0.1527600226207342,male,Sandler O'Neill & Partners,"('FRC', '2019 q4')",0.01666666753590107
10173,SIVB,2019 q4,4010,0.2360537508448339,Mr. Aaron J. Deer,0.1345584557223479,male,Sandler O'Neill & Partners,"('SIVB', '2019 q4')",0.0
10174,FRC,2019 q4,4010,0.3153450796838855,Mr. Michael K. Diana,0.0592378454712166,male,Maxim Group,"('FRC', '2019 q4')",0.013231375254690647
10175,SIVB,2019 q4,4010,0.2360537508448339,Mr. Michael K. Diana,0.1017506755837169,male,Maxim Group,"('SIVB', '2019 q4')",0.023825598880648613
10176,FRC,2019 q4,4010,0.3153450796838855,Matthew T. Clark,0.0813386966602056,male,Piper Sandler Companies,"('FRC', '2019 q4')",0.0
10177,FRC,2019 q4,4010,0.3153450796838855,Mr. Jared D. Shaw,0.0946059847338848,male,"Wells Fargo Securities, LLC","('FRC', '2019 q4')",0.0
10178,PBCT,2019 q4,4010,0.2659292533381858,Mr. Jared D. Shaw,0.1321411585614744,male,"Wells Fargo Securities, LLC","('PBCT', '2019 q4')",0.0
10179,SIVB,2019 q4,4010,0.2360537508448339,Mr. Jared D. Shaw,0.0344887417924244,male,"Wells Fargo Securities, LLC","('SIVB', '2019 q4')",0.0
10180,FRC,2019 q4,4010,0.3153450796838855,Mr. David J. Chiaverini,0.0657596669884717,male,Wedbush Securities Inc.,"('FRC', '2019 q4')",0.013942772522568703
10181,SIVB,2019 q4,4010,0.2360537508448339,Mr. David J. Chiaverini,0.0430859204357912,male,Wedbush Securities Inc.,"('SIVB', '2019 q4')",0.0
10182,MTB,2019 q4,4010,0.4069706086206821,"Mr. Frank J. Schiraldi, CFA",0.1633618382880764,male,Sandler O'Neill & Partners,"('MTB', '2019 q4')",0.0
10183,PBCT,2019 q4,4010,0.2659292533381858,Mr. Jake Civiello,0.1042252412113751,male,Janney Montgomery Scott LLC,"('PBCT', '2019 q4')",0.02307743765413761
10184,PBCT,2019 q4,4010,0.2659292533381858,"Mr. Mark T. Fitzgibbon, CPA",0.2015484457665448,male,Sandler O'Neill & Partners,"('PBCT', '2019 q4')",0.0
10185,PBCT,2019 q4,4010,0.2659292533381858,Mr. Matthew M. Breese,0.1082578987212008,male,Stephens Inc.,"('PBCT', '2019 q4')",0.013563214801251888
10186,PNC,2019 q4,4010,0.4638128939196561,Mr. Kevin J. Barker,0.1442464566738581,male,Piper Sandler Companies,"('PNC', '2019 q4')",0.0
10187,USB,2019 q4,4010,0.3731038897249591,Mr. Kevin J. Barker,0.1314746915953822,male,Piper Sandler Companies,"('USB', '2019 q4')",0.0
10188,WFC,2019 q4,4010,0.6244230017331646,Mr. Kevin J. Barker,0.2557627500813291,male,Piper Sandler Companies,"('WFC', '2019 q4')",0.0
10189,ZION,2019 q4,4010,0.3573737576295989,Mr. Kevin J. Barker,0.1009297024424939,male,Piper Sandler Companies,"('ZION', '2019 q4')",0.0
10190,SIVB,2019 q4,4010,0.2360537508448339,Mr. Tyler Stafford,0.1137180562708177,male,Stephens Inc.,"('SIVB', '2019 q4')",0.0
10191,SIVB,2019 q4,4010,0.2360537508448339,Mr. Christopher J. York,0.1241748188331957,male,JMP Securities,"('SIVB', '2019 q4')",0.010283183306455612
10192,SIVB,2019 q4,4010,0.2360537508448339,Mr. Casey Haire,0.0805921257919934,male,Jefferies,"('SIVB', '2019 q4')",0.0
10193,TFC,2019 q4,4010,0.3849192899722712,"Mr. Stephen Scouten, CFA",0.1704973061298582,male,Sandler O'Neill & Partners,"('TFC', '2019 q4')",0.0
10194,USB,2019 q4,4010,0.3731038897249591,Chris M. Kotowski,0.1186850688789055,male,"Oppenheimer & Co., Inc.","('USB', '2019 q4')",0.06328685581684113
10195,ZION,2019 q4,4010,0.3573737576295989,"Mr. Brad J. Milsaps, CFA",0.0727163325455438,male,Sandler O'Neill & Partners,"('ZION', '2019 q4')",0.0
10196,BAC,2020 q1,4010,0.6858110784865759,"Matt D. O-Connor, CFA",0.8639268735274582,male,Deutsche Bank,"('BAC', '2020 q1')",0.0
10197,BAC,2020 q1,4010,0.6858110784865759,"Mr. Kenneth M. Leon, CPA",0.6299168282873806,male,CFRA Equity Research,"('BAC', '2020 q1')",0.0
10198,JPM,2020 q1,4010,0.5329009502393813,"Mr. Kenneth M. Leon, CPA",0.6262357087787555,male,CFRA Equity Research,"('JPM', '2020 q1')",0.0
10199,WFC,2020 q1,4010,0.6051880554954414,"Mr. Kenneth M. Leon, CPA",0.5518005259177989,male,CFRA Equity Research,"('WFC', '2020 q1')",0.0
10200,BAC,2020 q1,4010,0.6858110784865759,Ms. Susan Roth Katzke,0.3966826722103202,female,Credit Suisse,"('BAC', '2020 q1')",0.009766774252057076
10201,CFG,2020 q1,4010,0.3758790182441895,Ms. Susan Roth Katzke,0.1548932004058378,female,Credit Suisse,"('CFG', '2020 q1')",0.0
10202,FRC,2020 q1,4010,0.2894928517574707,Ms. Susan Roth Katzke,0.2361256762538559,female,Credit Suisse,"('FRC', '2020 q1')",0.0
10203,JPM,2020 q1,4010,0.5329009502393813,Ms. Susan Roth Katzke,0.2251844040782698,female,Credit Suisse,"('JPM', '2020 q1')",0.00667014221350352
10204,PNC,2020 q1,4010,0.3522218198548135,Ms. Susan Roth Katzke,0.1330559588465245,female,Credit Suisse,"('PNC', '2020 q1')",0.010291693732142448
10205,RF,2020 q1,4010,0.4342627012206391,Ms. Susan Roth Katzke,0.1886046888875086,female,Credit Suisse,"('RF', '2020 q1')",0.0
10206,TFC,2020 q1,4010,0.3489823556500506,Ms. Susan Roth Katzke,0.1613051824821805,female,Credit Suisse,"('TFC', '2020 q1')",0.0
10207,WFC,2020 q1,4010,0.6051880554954414,Ms. Susan Roth Katzke,0.2005616505234046,female,Credit Suisse,"('WFC', '2020 q1')",0.0
10208,BAC,2020 q1,4010,0.6858110784865759,Ken M. Usdin,0.335830069291492,male,Jefferies,"('BAC', '2020 q1')",0.0
10209,CFG,2020 q1,4010,0.3758790182441895,Ken M. Usdin,0.1151949065427858,male,Jefferies,"('CFG', '2020 q1')",0.0
10210,CMA,2020 q1,4010,0.4899856783649916,Ken M. Usdin,0.2999853675680646,male,Jefferies,"('CMA', '2020 q1')",0.0
10211,FITB,2020 q1,4010,0.4746983260826581,Ken M. Usdin,0.1537780952596684,male,Jefferies,"('FITB', '2020 q1')",0.0
10212,HBAN,2020 q1,4010,0.3355234558202256,Ken M. Usdin,0.1494625980798143,male,Jefferies,"('HBAN', '2020 q1')",0.0
10213,JPM,2020 q1,4010,0.5329009502393813,Ken M. Usdin,0.2054142192246099,male,Jefferies,"('JPM', '2020 q1')",0.0
10214,TFC,2020 q1,4010,0.3489823556500506,Ken M. Usdin,0.167336435280602,male,Jefferies,"('TFC', '2020 q1')",0.0
10215,ZION,2020 q1,4010,0.4419360819340814,Ken M. Usdin,0.1530429833271379,male,Jefferies,"('ZION', '2020 q1')",0.0
10216,BAC,2020 q1,4010,0.6858110784865759,Eric Compton,0.856149548609877,male,"Morningstar, Inc.","('BAC', '2020 q1')",0.0
10217,C,2020 q1,4010,0.6574986721306624,Eric Compton,0.8634138045494063,male,"Morningstar, Inc.","('C', '2020 q1')",0.0
10218,CMA,2020 q1,4010,0.4899856783649916,Eric Compton,0.8985818373394482,male,"Morningstar, Inc.","('CMA', '2020 q1')",0.0
10219,FITB,2020 q1,4010,0.4746983260826581,Eric Compton,0.9741245467753136,male,"Morningstar, Inc.","('FITB', '2020 q1')",0.0
10220,HBAN,2020 q1,4010,0.3355234558202256,Eric Compton,0.9476375760055792,male,"Morningstar, Inc.","('HBAN', '2020 q1')",0.0
10221,JPM,2020 q1,4010,0.5329009502393813,Eric Compton,0.7821697820204427,male,"Morningstar, Inc.","('JPM', '2020 q1')",0.0
10222,MTB,2020 q1,4010,0.4471614148746808,Eric Compton,0.9158116887558188,male,"Morningstar, Inc.","('MTB', '2020 q1')",0.0
10223,PNC,2020 q1,4010,0.3522218198548135,Eric Compton,0.9129973174900512,male,"Morningstar, Inc.","('PNC', '2020 q1')",0.0
10224,RF,2020 q1,4010,0.4342627012206391,Eric Compton,0.9354161595820448,male,"Morningstar, Inc.","('RF', '2020 q1')",0.0
10225,TFC,2020 q1,4010,0.3489823556500506,Eric Compton,0.8563375686689927,male,"Morningstar, Inc.","('TFC', '2020 q1')",0.0
10226,USB,2020 q1,4010,0.5726948025148941,Eric Compton,0.8205662050002333,male,"Morningstar, Inc.","('USB', '2020 q1')",0.0
10227,WFC,2020 q1,4010,0.6051880554954414,Eric Compton,0.741391019152936,male,"Morningstar, Inc.","('WFC', '2020 q1')",0.0
10228,ZION,2020 q1,4010,0.4419360819340814,Eric Compton,0.87855862843684,male,"Morningstar, Inc.","('ZION', '2020 q1')",0.0
10229,BAC,2020 q1,4010,0.6858110784865759,James F. Mitchell,0.2828166556528632,male,The Buckingham Research Group,"('BAC', '2020 q1')",0.0
10230,WFC,2020 q1,4010,0.6051880554954414,James F. Mitchell,0.16069022414118,male,The Buckingham Research Group,"('WFC', '2020 q1')",0.0
10231,BAC,2020 q1,4010,0.6858110784865759,SADIF Research,0.9909848518069012,Not a person,Sadif Analytics Prime,"('BAC', '2020 q1')",0.9475415349006653
10232,CFG,2020 q1,4010,0.3758790182441895,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CFG', '2020 q1')",0.9701252579689026
10233,CMA,2020 q1,4010,0.4899856783649916,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CMA', '2020 q1')",0.9711675047874451
10234,FITB,2020 q1,4010,0.4746983260826581,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FITB', '2020 q1')",0.9780651926994324
10235,JPM,2020 q1,4010,0.5329009502393813,SADIF Research,0.9909837868405936,Not a person,Sadif Analytics Prime,"('JPM', '2020 q1')",0.9788478016853333
10236,RF,2020 q1,4010,0.4342627012206391,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('RF', '2020 q1')",0.9589192867279053
10237,WFC,2020 q1,4010,0.6051880554954414,SADIF Research,0.9952911293427072,Not a person,Sadif Analytics Prime,"('WFC', '2020 q1')",0.9584100842475891
10238,ZION,2020 q1,4010,0.4419360819340814,SADIF Research,0.943401474364387,Not a person,Sadif Analytics Prime,"('ZION', '2020 q1')",0.9533153176307678
10239,BAC,2020 q1,4010,0.6858110784865759,Chris M. Kotowski,0.2958688510763364,male,"Oppenheimer & Co., Inc.","('BAC', '2020 q1')",0.0
10240,JPM,2020 q1,4010,0.5329009502393813,Chris M. Kotowski,0.2259245509950162,male,"Oppenheimer & Co., Inc.","('JPM', '2020 q1')",0.0
10241,WFC,2020 q1,4010,0.6051880554954414,Chris M. Kotowski,0.2418785055727969,male,"Oppenheimer & Co., Inc.","('WFC', '2020 q1')",0.0
10242,BAC,2020 q1,4010,0.6858110784865759,"Mr. Glenn P. Schorr, CFA",0.2927851014913019,male,EVERCORE ISI,"('BAC', '2020 q1')",0.026728302240371704
10243,JPM,2020 q1,4010,0.5329009502393813,"Mr. Glenn P. Schorr, CFA",0.2279352503816652,male,EVERCORE ISI,"('JPM', '2020 q1')",0.03797854110598564
10244,C,2020 q1,4010,0.6574986721306624,"Betsy L. Graseck, CFA",0.4581412251881167,female,Morgan Stanley,"('C', '2020 q1')",0.0
10245,JPM,2020 q1,4010,0.5329009502393813,"Betsy L. Graseck, CFA",0.3058620777701657,female,Morgan Stanley,"('JPM', '2020 q1')",0.0
10246,TFC,2020 q1,4010,0.3489823556500506,"Betsy L. Graseck, CFA",0.1978221970884545,female,Morgan Stanley,"('TFC', '2020 q1')",0.020443856716156006
10247,WFC,2020 q1,4010,0.6051880554954414,"Betsy L. Graseck, CFA",0.5902171800395438,female,Morgan Stanley,"('WFC', '2020 q1')",0.0
10248,C,2020 q1,4010,0.6574986721306624,"Mr. Jason M. Goldberg, CFA",0.5486585023144612,male,Barclays,"('C', '2020 q1')",0.0
10249,CFG,2020 q1,4010,0.3758790182441895,"Mr. Jason M. Goldberg, CFA",0.0810563184664746,male,Barclays,"('CFG', '2020 q1')",0.0
10250,HBAN,2020 q1,4010,0.3355234558202256,"Mr. Jason M. Goldberg, CFA",0.0816708175815076,male,Barclays,"('HBAN', '2020 q1')",0.0
10251,JPM,2020 q1,4010,0.5329009502393813,"Mr. Jason M. Goldberg, CFA",0.2157018236780272,male,Barclays,"('JPM', '2020 q1')",0.0
10252,PNC,2020 q1,4010,0.3522218198548135,"Mr. Jason M. Goldberg, CFA",0.1063821676538941,male,Barclays,"('PNC', '2020 q1')",0.0
10253,TFC,2020 q1,4010,0.3489823556500506,"Mr. Jason M. Goldberg, CFA",0.1124714001556714,male,Barclays,"('TFC', '2020 q1')",0.0
10254,WFC,2020 q1,4010,0.6051880554954414,"Mr. Jason M. Goldberg, CFA",0.2705615902650158,male,Barclays,"('WFC', '2020 q1')",0.0
10255,CFG,2020 q1,4010,0.3758790182441895,"Mr. Ken A. Zerbe, CFA",0.5242692328957881,male,Morgan Stanley,"('CFG', '2020 q1')",0.0
10256,CMA,2020 q1,4010,0.4899856783649916,"Mr. Ken A. Zerbe, CFA",0.3627497145668429,male,Morgan Stanley,"('CMA', '2020 q1')",0.01666666753590107
10257,FITB,2020 q1,4010,0.4746983260826581,"Mr. Ken A. Zerbe, CFA",0.6867127695329495,male,Morgan Stanley,"('FITB', '2020 q1')",0.01666666753590107
10258,FRC,2020 q1,4010,0.2894928517574707,"Mr. Ken A. Zerbe, CFA",0.3749930560272048,male,Morgan Stanley,"('FRC', '2020 q1')",0.0
10259,HBAN,2020 q1,4010,0.3355234558202256,"Mr. Ken A. Zerbe, CFA",0.2192210231373264,male,Morgan Stanley,"('HBAN', '2020 q1')",0.01666666753590107
10260,MTB,2020 q1,4010,0.4471614148746808,"Mr. Ken A. Zerbe, CFA",0.2496140719824328,male,Morgan Stanley,"('MTB', '2020 q1')",0.0
10261,PBCT,2020 q1,4010,0.2694130709010022,"Mr. Ken A. Zerbe, CFA",0.2896513410676377,male,Morgan Stanley,"('PBCT', '2020 q1')",0.0
10262,SIVB,2020 q1,4010,0.2589475126461207,"Mr. Ken A. Zerbe, CFA",0.4605202635262976,male,Morgan Stanley,"('SIVB', '2020 q1')",0.0
10263,ZION,2020 q1,4010,0.4419360819340814,"Mr. Ken A. Zerbe, CFA",0.2734277843610117,male,Morgan Stanley,"('ZION', '2020 q1')",0.01666666753590107
10264,CFG,2020 q1,4010,0.3758790182441895,Mr. R. Scott Siefers,0.1052395696221707,male,Piper Sandler Companies,"('CFG', '2020 q1')",0.0
10265,CMA,2020 q1,4010,0.4899856783649916,Mr. R. Scott Siefers,0.1548547641442361,male,Piper Sandler Companies,"('CMA', '2020 q1')",0.0
10266,HBAN,2020 q1,4010,0.3355234558202256,Mr. R. Scott Siefers,0.1433787584797296,male,Piper Sandler Companies,"('HBAN', '2020 q1')",0.0
10267,PNC,2020 q1,4010,0.3522218198548135,Mr. R. Scott Siefers,0.1370072152685364,male,Piper Sandler Companies,"('PNC', '2020 q1')",0.0
10268,USB,2020 q1,4010,0.5726948025148941,Mr. R. Scott Siefers,0.3273548039256062,male,Piper Sandler Companies,"('USB', '2020 q1')",0.0
10269,WFC,2020 q1,4010,0.6051880554954414,Mr. R. Scott Siefers,0.2487423555908328,male,Piper Sandler Companies,"('WFC', '2020 q1')",0.0
10270,CFG,2020 q1,4010,0.3758790182441895,Erika L. Najarian,0.2504011793546592,female,BofA Global Research,"('CFG', '2020 q1')",0.0
10271,FRC,2020 q1,4010,0.2894928517574707,Erika L. Najarian,0.1141694870411501,female,BofA Global Research,"('FRC', '2020 q1')",0.0
10272,HBAN,2020 q1,4010,0.3355234558202256,Erika L. Najarian,0.1550571207373214,female,BofA Global Research,"('HBAN', '2020 q1')",0.0
10273,JPM,2020 q1,4010,0.5329009502393813,Erika L. Najarian,0.2215695189933162,female,BofA Global Research,"('JPM', '2020 q1')",0.0
10274,MTB,2020 q1,4010,0.4471614148746808,Erika L. Najarian,0.3661264579700357,female,BofA Global Research,"('MTB', '2020 q1')",0.0
10275,PNC,2020 q1,4010,0.3522218198548135,Erika L. Najarian,0.3561359486277496,female,BofA Global Research,"('PNC', '2020 q1')",0.044203330762684345
10276,TFC,2020 q1,4010,0.3489823556500506,Erika L. Najarian,0.2629170100651595,female,BofA Global Research,"('TFC', '2020 q1')",0.0
10277,WFC,2020 q1,4010,0.6051880554954414,Erika L. Najarian,0.6024203337178056,female,BofA Global Research,"('WFC', '2020 q1')",0.0
10278,ZION,2020 q1,4010,0.4419360819340814,Erika L. Najarian,0.4048539831689223,female,BofA Global Research,"('ZION', '2020 q1')",0.06075187399983406
10279,CFG,2020 q1,4010,0.3758790182441895,Pauline Bell,0.3801862855634428,female,CFRA Equity Research,"('CFG', '2020 q1')",0.0
10280,CMA,2020 q1,4010,0.4899856783649916,Pauline Bell,0.3215122116959034,female,CFRA Equity Research,"('CMA', '2020 q1')",0.0
10281,FITB,2020 q1,4010,0.4746983260826581,Pauline Bell,0.3568431042969939,female,CFRA Equity Research,"('FITB', '2020 q1')",0.0
10282,HBAN,2020 q1,4010,0.3355234558202256,Pauline Bell,0.3199402174100823,female,CFRA Equity Research,"('HBAN', '2020 q1')",0.0
10283,MTB,2020 q1,4010,0.4471614148746808,Pauline Bell,0.3543139668632924,female,CFRA Equity Research,"('MTB', '2020 q1')",0.0
10284,PBCT,2020 q1,4010,0.2694130709010022,Pauline Bell,0.3219772119667954,female,CFRA Equity Research,"('PBCT', '2020 q1')",0.0
10285,PNC,2020 q1,4010,0.3522218198548135,Pauline Bell,0.3142244081888484,female,CFRA Equity Research,"('PNC', '2020 q1')",0.0
10286,RF,2020 q1,4010,0.4342627012206391,Pauline Bell,0.3433252631548527,female,CFRA Equity Research,"('RF', '2020 q1')",0.0
10287,SIVB,2020 q1,4010,0.2589475126461207,Pauline Bell,0.338477487763653,female,CFRA Equity Research,"('SIVB', '2020 q1')",0.0
10288,TFC,2020 q1,4010,0.3489823556500506,Pauline Bell,0.3789586921785018,female,CFRA Equity Research,"('TFC', '2020 q1')",0.0
10289,USB,2020 q1,4010,0.5726948025148941,Pauline Bell,0.4901977023363522,female,CFRA Equity Research,"('USB', '2020 q1')",0.0
10290,ZION,2020 q1,4010,0.4419360819340814,Pauline Bell,0.3140619309732205,female,CFRA Equity Research,"('ZION', '2020 q1')",0.0
10291,CFG,2020 q1,4010,0.3758790182441895,Mr. Peter J. Winter,0.1052217853690045,male,Wedbush Securities Inc.,"('CFG', '2020 q1')",0.0
10292,CMA,2020 q1,4010,0.4899856783649916,Mr. Peter J. Winter,0.132043648121104,male,Wedbush Securities Inc.,"('CMA', '2020 q1')",0.0
10293,FITB,2020 q1,4010,0.4746983260826581,Mr. Peter J. Winter,0.0967795146672581,male,Wedbush Securities Inc.,"('FITB', '2020 q1')",0.0
10294,HBAN,2020 q1,4010,0.3355234558202256,Mr. Peter J. Winter,0.0894410358945248,male,Wedbush Securities Inc.,"('HBAN', '2020 q1')",0.0
10295,MTB,2020 q1,4010,0.4471614148746808,Mr. Peter J. Winter,0.1647814659351833,male,Wedbush Securities Inc.,"('MTB', '2020 q1')",0.0
10296,RF,2020 q1,4010,0.4342627012206391,Mr. Peter J. Winter,0.095364352394544,male,Wedbush Securities Inc.,"('RF', '2020 q1')",0.0
10297,ZION,2020 q1,4010,0.4419360819340814,Mr. Peter J. Winter,0.134808002831532,male,Wedbush Securities Inc.,"('ZION', '2020 q1')",0.0
10298,CFG,2020 q1,4010,0.3758790182441895,"Mr. Terry McEvoy, CFA",0.0927855120264412,male,Stephens Inc.,"('CFG', '2020 q1')",0.0
10299,CMA,2020 q1,4010,0.4899856783649916,"Mr. Terry McEvoy, CFA",0.1074091853577495,male,Stephens Inc.,"('CMA', '2020 q1')",0.0
10300,FITB,2020 q1,4010,0.4746983260826581,"Mr. Terry McEvoy, CFA",0.1032113157282201,male,Stephens Inc.,"('FITB', '2020 q1')",0.0
10301,PNC,2020 q1,4010,0.3522218198548135,"Mr. Terry McEvoy, CFA",0.13054423483757,male,Stephens Inc.,"('PNC', '2020 q1')",0.0
10302,RF,2020 q1,4010,0.4342627012206391,"Mr. Terry McEvoy, CFA",0.1269800851921605,male,Stephens Inc.,"('RF', '2020 q1')",0.012206424959003925
10303,TFC,2020 q1,4010,0.3489823556500506,"Mr. Terry McEvoy, CFA",0.091559902065339,male,Stephens Inc.,"('TFC', '2020 q1')",0.0
10304,USB,2020 q1,4010,0.5726948025148941,"Mr. Terry McEvoy, CFA",0.3482905354967444,male,Stephens Inc.,"('USB', '2020 q1')",0.0
10305,ZION,2020 q1,4010,0.4419360819340814,"Mr. Terry McEvoy, CFA",0.1137546383080264,male,Stephens Inc.,"('ZION', '2020 q1')",0.0056467498652637005
10306,CFG,2020 q1,4010,0.3758790182441895,Mr. John Pancari,0.0759891568817494,male,EVERCORE ISI,"('CFG', '2020 q1')",0.0
10307,CMA,2020 q1,4010,0.4899856783649916,Mr. John Pancari,0.1138549096564815,male,EVERCORE ISI,"('CMA', '2020 q1')",0.0
10308,FITB,2020 q1,4010,0.4746983260826581,Mr. John Pancari,0.0897099166979708,male,EVERCORE ISI,"('FITB', '2020 q1')",0.0
10309,FRC,2020 q1,4010,0.2894928517574707,Mr. John Pancari,0.5708781008634656,male,EVERCORE ISI,"('FRC', '2020 q1')",0.0
10310,HBAN,2020 q1,4010,0.3355234558202256,Mr. John Pancari,0.0605069023433099,male,EVERCORE ISI,"('HBAN', '2020 q1')",0.0
10311,MTB,2020 q1,4010,0.4471614148746808,Mr. John Pancari,0.1591822781113046,male,EVERCORE ISI,"('MTB', '2020 q1')",0.0
10312,PNC,2020 q1,4010,0.3522218198548135,Mr. John Pancari,0.0890126973019954,male,EVERCORE ISI,"('PNC', '2020 q1')",0.011950034648180008
10313,RF,2020 q1,4010,0.4342627012206391,Mr. John Pancari,0.0822312917966375,male,EVERCORE ISI,"('RF', '2020 q1')",0.0
10314,SIVB,2020 q1,4010,0.2589475126461207,Mr. John Pancari,0.1392318103440448,male,EVERCORE ISI,"('SIVB', '2020 q1')",0.0
10315,TFC,2020 q1,4010,0.3489823556500506,Mr. John Pancari,0.0937433062295265,male,EVERCORE ISI,"('TFC', '2020 q1')",0.0
10316,USB,2020 q1,4010,0.5726948025148941,Mr. John Pancari,0.3133006472249828,male,EVERCORE ISI,"('USB', '2020 q1')",0.0
10317,WFC,2020 q1,4010,0.6051880554954414,Mr. John Pancari,0.5596184244874277,male,EVERCORE ISI,"('WFC', '2020 q1')",0.0
10318,ZION,2020 q1,4010,0.4419360819340814,Mr. John Pancari,0.1160118932537515,male,EVERCORE ISI,"('ZION', '2020 q1')",0.0
10319,CFG,2020 q1,4010,0.3758790182441895,Gerard S. Cassidy,0.0723216076270354,male,RBC Capital Markets,"('CFG', '2020 q1')",0.0
10320,FITB,2020 q1,4010,0.4746983260826581,Gerard S. Cassidy,0.0980242162524353,male,RBC Capital Markets,"('FITB', '2020 q1')",0.0
10321,JPM,2020 q1,4010,0.5329009502393813,Gerard S. Cassidy,0.1232695850857032,male,RBC Capital Markets,"('JPM', '2020 q1')",0.0
10322,MTB,2020 q1,4010,0.4471614148746808,Gerard S. Cassidy,0.1690829591302961,male,RBC Capital Markets,"('MTB', '2020 q1')",0.0
10323,PNC,2020 q1,4010,0.3522218198548135,Gerard S. Cassidy,0.1078710618448715,male,RBC Capital Markets,"('PNC', '2020 q1')",0.01666666753590107
10324,RF,2020 q1,4010,0.4342627012206391,Gerard S. Cassidy,0.0933977893496743,male,RBC Capital Markets,"('RF', '2020 q1')",0.0
10325,TFC,2020 q1,4010,0.3489823556500506,Gerard S. Cassidy,0.1464016911262108,male,RBC Capital Markets,"('TFC', '2020 q1')",0.0
10326,WFC,2020 q1,4010,0.6051880554954414,Gerard S. Cassidy,0.1510782769277821,male,RBC Capital Markets,"('WFC', '2020 q1')",0.01666666753590107
10327,CMA,2020 q1,4010,0.4899856783649916,"Jon G. Arfstrom, CPA",0.1179903944077667,male,RBC Capital Markets,"('CMA', '2020 q1')",0.0
10328,FRC,2020 q1,4010,0.2894928517574707,"Jon G. Arfstrom, CPA",0.082286710910399,male,RBC Capital Markets,"('FRC', '2020 q1')",0.0
10329,HBAN,2020 q1,4010,0.3355234558202256,"Jon G. Arfstrom, CPA",0.0842166565341079,male,RBC Capital Markets,"('HBAN', '2020 q1')",0.0
10330,SIVB,2020 q1,4010,0.2589475126461207,"Jon G. Arfstrom, CPA",0.0418917043939552,male,RBC Capital Markets,"('SIVB', '2020 q1')",0.0
10331,ZION,2020 q1,4010,0.4419360819340814,"Jon G. Arfstrom, CPA",0.0787583646499073,male,RBC Capital Markets,"('ZION', '2020 q1')",0.018016261979937553
10332,CMA,2020 q1,4010,0.4899856783649916,"Mr. Michael Mayo, CFA",0.4024758771192651,male,"Wells Fargo Securities, LLC","('CMA', '2020 q1')",0.0
10333,FITB,2020 q1,4010,0.4746983260826581,"Mr. Michael Mayo, CFA",0.0967046524058817,male,"Wells Fargo Securities, LLC","('FITB', '2020 q1')",0.01666666753590107
10334,JPM,2020 q1,4010,0.5329009502393813,"Mr. Michael Mayo, CFA",0.1445080116381467,male,"Wells Fargo Securities, LLC","('JPM', '2020 q1')",0.0
10335,PNC,2020 q1,4010,0.3522218198548135,"Mr. Michael Mayo, CFA",0.0983284077784606,male,"Wells Fargo Securities, LLC","('PNC', '2020 q1')",0.0
10336,TFC,2020 q1,4010,0.3489823556500506,"Mr. Michael Mayo, CFA",0.2226886099087369,male,"Wells Fargo Securities, LLC","('TFC', '2020 q1')",0.0
10337,USB,2020 q1,4010,0.5726948025148941,"Mr. Michael Mayo, CFA",0.5454323758719684,male,"Wells Fargo Securities, LLC","('USB', '2020 q1')",0.022622128948569298
10338,ZION,2020 q1,4010,0.4419360819340814,"Mr. Michael Mayo, CFA",0.2176655952317779,male,"Wells Fargo Securities, LLC","('ZION', '2020 q1')",0.0
10339,CMA,2020 q1,4010,0.4899856783649916,"Ms. Jennifer H. Demba, CFA",0.1307951148344352,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2020 q1')",0.0
10340,RF,2020 q1,4010,0.4342627012206391,"Ms. Jennifer H. Demba, CFA",0.0879952552586612,female,SunTrust Robinson Humphrey Capital Markets,"('RF', '2020 q1')",0.0
10341,SIVB,2020 q1,4010,0.2589475126461207,"Ms. Jennifer H. Demba, CFA",0.0674868445752863,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2020 q1')",0.0
10342,ZION,2020 q1,4010,0.4419360819340814,"Ms. Jennifer H. Demba, CFA",0.1082140956268055,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2020 q1')",0.0
10343,FITB,2020 q1,4010,0.4746983260826581,Casey O. Whitman,0.1128161104554055,female,Piper Sandler Companies,"('FITB', '2020 q1')",0.0
10344,FITB,2020 q1,4010,0.4746983260826581,"Mr. Christopher W. Marinac, CFA",0.0820620688900952,male,Janney Montgomery Scott LLC,"('FITB', '2020 q1')",0.029377823695540428
10345,FRC,2020 q1,4010,0.2894928517574707,"Mr. Christopher W. Marinac, CFA",0.1137521763171716,male,Janney Montgomery Scott LLC,"('FRC', '2020 q1')",0.0
10346,RF,2020 q1,4010,0.4342627012206391,"Mr. Christopher W. Marinac, CFA",0.0903503419696971,male,Janney Montgomery Scott LLC,"('RF', '2020 q1')",0.005301747936755419
10347,SIVB,2020 q1,4010,0.2589475126461207,"Mr. Christopher W. Marinac, CFA",0.2741089228697415,male,Janney Montgomery Scott LLC,"('SIVB', '2020 q1')",0.0
10348,TFC,2020 q1,4010,0.3489823556500506,"Mr. Christopher W. Marinac, CFA",0.1262674886066833,male,Janney Montgomery Scott LLC,"('TFC', '2020 q1')",0.0
10349,ZION,2020 q1,4010,0.4419360819340814,"Mr. Christopher W. Marinac, CFA",0.2092453794792333,male,Janney Montgomery Scott LLC,"('ZION', '2020 q1')",0.10882708989083767
10350,FRC,2020 q1,4010,0.2894928517574707,Mr. Jared D. Shaw,0.0950032246099132,male,"Wells Fargo Securities, LLC","('FRC', '2020 q1')",0.0
10351,PBCT,2020 q1,4010,0.2694130709010022,Mr. Jared D. Shaw,0.1208278186246395,male,"Wells Fargo Securities, LLC","('PBCT', '2020 q1')",0.0
10352,SIVB,2020 q1,4010,0.2589475126461207,Mr. Jared D. Shaw,0.0814309904055771,male,"Wells Fargo Securities, LLC","('SIVB', '2020 q1')",0.0
10353,FRC,2020 q1,4010,0.2894928517574707,Mr. Aaron J. Deer,0.1073004125166399,male,Piper Sandler Companies,"('FRC', '2020 q1')",0.0
10354,SIVB,2020 q1,4010,0.2589475126461207,Mr. Aaron J. Deer,0.0664979657500639,male,Piper Sandler Companies,"('SIVB', '2020 q1')",0.0
10355,FRC,2020 q1,4010,0.2894928517574707,Mr. Casey Haire,0.2546607970820144,male,Jefferies,"('FRC', '2020 q1')",0.0
10356,FRC,2020 q1,4010,0.2894928517574707,Mr. Michael K. Diana,0.0809779508329437,male,Maxim Group,"('FRC', '2020 q1')",0.0
10357,SIVB,2020 q1,4010,0.2589475126461207,Mr. Michael K. Diana,0.1458428929176251,male,Maxim Group,"('SIVB', '2020 q1')",0.0
10358,FRC,2020 q1,4010,0.2894928517574707,Mr. David J. Chiaverini,0.0688037424989647,male,Wedbush Securities Inc.,"('FRC', '2020 q1')",0.0
10359,SIVB,2020 q1,4010,0.2589475126461207,Mr. David J. Chiaverini,0.058875112752905,male,Wedbush Securities Inc.,"('SIVB', '2020 q1')",0.0
10360,JPM,2020 q1,4010,0.5329009502393813,Mr. Jeffery J. Harte,0.1191950197277547,male,Piper Sandler Companies,"('JPM', '2020 q1')",0.012405005283653736
10361,JPM,2020 q1,4010,0.5329009502393813,Mr. Andrew Lim,0.7118476276623262,male,Societe Generale,"('JPM', '2020 q1')",0.0
10362,MTB,2020 q1,4010,0.4471614148746808,"Mr. Frank J. Schiraldi, CFA",0.2776207811227254,male,Piper Sandler Companies,"('MTB', '2020 q1')",0.0
10363,PBCT,2020 q1,4010,0.2694130709010022,Mr. Jake Civiello,0.1530622307765906,male,Janney Montgomery Scott LLC,"('PBCT', '2020 q1')",0.03406394893924395
10364,PBCT,2020 q1,4010,0.2694130709010022,Mr. Mark Fitzgibbon,0.2169799815541131,male,Piper Sandler Companies,"('PBCT', '2020 q1')",0.0
10365,RF,2020 q1,4010,0.4342627012206391,"Mr. Stephen Scouten, CFA",0.1839176589990045,male,Piper Sandler Companies,"('RF', '2020 q1')",0.0
10366,TFC,2020 q1,4010,0.3489823556500506,"Mr. Stephen Scouten, CFA",0.1206798017551563,male,Piper Sandler Companies,"('TFC', '2020 q1')",0.0
10367,SIVB,2020 q1,4010,0.2589475126461207,Mr. Tyler Stafford,0.1067243568682818,male,Stephens Inc.,"('SIVB', '2020 q1')",0.0
10368,SIVB,2020 q1,4010,0.2589475126461207,Mr. Ebrahim H. Poonawala,0.2774567130326499,male,BofA Global Research,"('SIVB', '2020 q1')",0.0
10369,SIVB,2020 q1,4010,0.2589475126461207,Mr. Christopher J. York,0.0729345695499629,male,JMP Securities,"('SIVB', '2020 q1')",0.0
10370,ZION,2020 q1,4010,0.4419360819340814,"Mr. Bradley J. Milsaps, CFA",0.1246357306037914,male,Piper Sandler Companies,"('ZION', '2020 q1')",0.006041772663593292
10371,BAC,2020 q2,4010,0.5413073263592105,"Mr. Michael Mayo, CFA",0.1817392864327384,male,"Wells Fargo Securities, LLC","('BAC', '2020 q2')",0.0
10372,CMA,2020 q2,4010,0.2921160896225443,"Mr. Michael Mayo, CFA",0.1028000170924032,male,"Wells Fargo Securities, LLC","('CMA', '2020 q2')",0.0
10373,FITB,2020 q2,4010,0.6115974207052193,"Mr. Michael Mayo, CFA",0.1724579064948524,male,"Wells Fargo Securities, LLC","('FITB', '2020 q2')",0.0
10374,JPM,2020 q2,4010,0.6814939102092723,"Mr. Michael Mayo, CFA",0.1829621395320561,male,"Wells Fargo Securities, LLC","('JPM', '2020 q2')",0.0
10375,PNC,2020 q2,4010,0.5399238360783883,"Mr. Michael Mayo, CFA",0.1584216500115082,male,"Wells Fargo Securities, LLC","('PNC', '2020 q2')",0.0
10376,TFC,2020 q2,4010,0.4446033352552607,"Mr. Michael Mayo, CFA",0.130097820278652,male,"Wells Fargo Securities, LLC","('TFC', '2020 q2')",0.0
10377,ZION,2020 q2,4010,0.3208106440397574,"Mr. Michael Mayo, CFA",0.0990098995535164,male,"Wells Fargo Securities, LLC","('ZION', '2020 q2')",0.0
10378,BAC,2020 q2,4010,0.5413073263592105,"Mr. Jason M. Goldberg, CFA",0.2013840614204831,male,Barclays,"('BAC', '2020 q2')",0.0
10379,CFG,2020 q2,4010,0.3819543077630922,"Mr. Jason M. Goldberg, CFA",0.077770870650382,male,Barclays,"('CFG', '2020 q2')",0.0
10380,CMA,2020 q2,4010,0.2921160896225443,"Mr. Jason M. Goldberg, CFA",0.056197005858662,male,Barclays,"('CMA', '2020 q2')",0.0
10381,FITB,2020 q2,4010,0.6115974207052193,"Mr. Jason M. Goldberg, CFA",0.201265312184032,male,Barclays,"('FITB', '2020 q2')",0.0
10382,FRC,2020 q2,4010,0.3289061635899322,"Mr. Jason M. Goldberg, CFA",0.091917601249155,male,Barclays,"('FRC', '2020 q2')",0.0
10383,HBAN,2020 q2,4010,0.5380682913643772,"Mr. Jason M. Goldberg, CFA",0.1148885079027385,male,Barclays,"('HBAN', '2020 q2')",0.0
10384,JPM,2020 q2,4010,0.6814939102092723,"Mr. Jason M. Goldberg, CFA",0.2739449693117241,male,Barclays,"('JPM', '2020 q2')",0.0
10385,MTB,2020 q2,4010,0.4571082339186739,"Mr. Jason M. Goldberg, CFA",0.1066092852046039,male,Barclays,"('MTB', '2020 q2')",0.0
10386,PNC,2020 q2,4010,0.5399238360783883,"Mr. Jason M. Goldberg, CFA",0.1289074567727204,male,Barclays,"('PNC', '2020 q2')",0.0
10387,RF,2020 q2,4010,0.3826295439550268,"Mr. Jason M. Goldberg, CFA",0.0583914347255698,male,Barclays,"('RF', '2020 q2')",0.0
10388,SIVB,2020 q2,4010,0.2187235447792677,"Mr. Jason M. Goldberg, CFA",0.0512656618873458,male,Barclays,"('SIVB', '2020 q2')",0.0
10389,TFC,2020 q2,4010,0.4446033352552607,"Mr. Jason M. Goldberg, CFA",0.1143761692144974,male,Barclays,"('TFC', '2020 q2')",0.0
10390,USB,2020 q2,4010,0.5129595590224174,"Mr. Jason M. Goldberg, CFA",0.1280774012358314,male,Barclays,"('USB', '2020 q2')",0.0
10391,WFC,2020 q2,4010,0.6319308016068057,"Mr. Jason M. Goldberg, CFA",0.2628098952965693,male,Barclays,"('WFC', '2020 q2')",0.0
10392,ZION,2020 q2,4010,0.3208106440397574,"Mr. Jason M. Goldberg, CFA",0.0663077475168409,male,Barclays,"('ZION', '2020 q2')",0.0
10393,BAC,2020 q2,4010,0.5413073263592105,"Mr. Glenn P. Schorr, CFA",0.2007382905891235,male,EVERCORE ISI,"('BAC', '2020 q2')",0.0
10394,JPM,2020 q2,4010,0.6814939102092723,"Mr. Glenn P. Schorr, CFA",0.5046945956250305,male,EVERCORE ISI,"('JPM', '2020 q2')",0.01666666753590107
10395,BAC,2020 q2,4010,0.5413073263592105,"Matt D. O-Connor, CFA",0.7893389856523763,male,Deutsche Bank,"('BAC', '2020 q2')",0.0
10396,CFG,2020 q2,4010,0.3819543077630922,"Matt D. O-Connor, CFA",0.8682935521737523,male,Deutsche Bank,"('CFG', '2020 q2')",0.0
10397,FITB,2020 q2,4010,0.6115974207052193,"Matt D. O-Connor, CFA",0.8734296992597106,male,Deutsche Bank,"('FITB', '2020 q2')",0.0
10398,HBAN,2020 q2,4010,0.5380682913643772,"Matt D. O-Connor, CFA",0.8311534311288704,male,Deutsche Bank,"('HBAN', '2020 q2')",0.0
10399,JPM,2020 q2,4010,0.6814939102092723,"Matt D. O-Connor, CFA",0.8678090636010904,male,Deutsche Bank,"('JPM', '2020 q2')",0.0
10400,MTB,2020 q2,4010,0.4571082339186739,"Matt D. O-Connor, CFA",0.8570908175852172,male,Deutsche Bank,"('MTB', '2020 q2')",0.0
10401,PNC,2020 q2,4010,0.5399238360783883,"Matt D. O-Connor, CFA",0.9432166383293012,male,Deutsche Bank,"('PNC', '2020 q2')",0.0
10402,RF,2020 q2,4010,0.3826295439550268,"Matt D. O-Connor, CFA",0.8772910162742535,male,Deutsche Bank,"('RF', '2020 q2')",0.0
10403,TFC,2020 q2,4010,0.4446033352552607,"Matt D. O-Connor, CFA",0.871925499545496,male,Deutsche Bank,"('TFC', '2020 q2')",0.0
10404,USB,2020 q2,4010,0.5129595590224174,"Matt D. O-Connor, CFA",0.8573350061734322,male,Deutsche Bank,"('USB', '2020 q2')",0.0
10405,WFC,2020 q2,4010,0.6319308016068057,"Matt D. O-Connor, CFA",0.8265040095202157,male,Deutsche Bank,"('WFC', '2020 q2')",0.0
10406,BAC,2020 q2,4010,0.5413073263592105,Eric Compton,0.7917713454537441,male,"Morningstar, Inc.","('BAC', '2020 q2')",0.00708725955337286
10407,C,2020 q2,4010,0.0,Eric Compton,,male,"Morningstar, Inc.","('C', '2020 q2')",0.0
10408,CMA,2020 q2,4010,0.2921160896225443,Eric Compton,0.953920429818054,male,"Morningstar, Inc.","('CMA', '2020 q2')",0.0
10409,FITB,2020 q2,4010,0.6115974207052193,Eric Compton,0.9215941401583267,male,"Morningstar, Inc.","('FITB', '2020 q2')",0.0
10410,HBAN,2020 q2,4010,0.5380682913643772,Eric Compton,0.93555138625254,male,"Morningstar, Inc.","('HBAN', '2020 q2')",0.0
10411,JPM,2020 q2,4010,0.6814939102092723,Eric Compton,0.8256788494453494,male,"Morningstar, Inc.","('JPM', '2020 q2')",0.0
10412,MTB,2020 q2,4010,0.4571082339186739,Eric Compton,0.92774547323783,male,"Morningstar, Inc.","('MTB', '2020 q2')",0.0
10413,PNC,2020 q2,4010,0.5399238360783883,Eric Compton,0.9140543493591432,male,"Morningstar, Inc.","('PNC', '2020 q2')",0.0
10414,RF,2020 q2,4010,0.3826295439550268,Eric Compton,0.9621248896196452,male,"Morningstar, Inc.","('RF', '2020 q2')",0.01666666753590107
10415,TFC,2020 q2,4010,0.4446033352552607,Eric Compton,0.8621348850076291,male,"Morningstar, Inc.","('TFC', '2020 q2')",0.0
10416,USB,2020 q2,4010,0.5129595590224174,Eric Compton,0.9214744331078584,male,"Morningstar, Inc.","('USB', '2020 q2')",0.0
10417,WFC,2020 q2,4010,0.6319308016068057,Eric Compton,0.8680599684025705,male,"Morningstar, Inc.","('WFC', '2020 q2')",0.0044828808556000395
10418,ZION,2020 q2,4010,0.3208106440397574,Eric Compton,0.9443847371022974,male,"Morningstar, Inc.","('ZION', '2020 q2')",0.0
10419,BAC,2020 q2,4010,0.5413073263592105,Ken M. Usdin,0.1794967380503377,male,Jefferies,"('BAC', '2020 q2')",0.0
10420,CFG,2020 q2,4010,0.3819543077630922,Ken M. Usdin,0.1627205707439163,male,Jefferies,"('CFG', '2020 q2')",0.0
10421,CMA,2020 q2,4010,0.2921160896225443,Ken M. Usdin,0.1423505918774364,male,Jefferies,"('CMA', '2020 q2')",0.0
10422,HBAN,2020 q2,4010,0.5380682913643772,Ken M. Usdin,0.1749147950943888,male,Jefferies,"('HBAN', '2020 q2')",0.0
10423,JPM,2020 q2,4010,0.6814939102092723,Ken M. Usdin,0.2543207936277176,male,Jefferies,"('JPM', '2020 q2')",0.0
10424,MTB,2020 q2,4010,0.4571082339186739,Ken M. Usdin,0.1445160914227629,male,Jefferies,"('MTB', '2020 q2')",0.0
10425,BAC,2020 q2,4010,0.5413073263592105,Ms. Susan Roth Katzke,0.2147047839646305,female,Credit Suisse,"('BAC', '2020 q2')",0.013415503315627575
10426,CFG,2020 q2,4010,0.3819543077630922,Ms. Susan Roth Katzke,0.3959171229399652,female,Credit Suisse,"('CFG', '2020 q2')",0.0
10427,FRC,2020 q2,4010,0.3289061635899322,Ms. Susan Roth Katzke,0.2113319609859504,female,Credit Suisse,"('FRC', '2020 q2')",0.0
10428,PNC,2020 q2,4010,0.5399238360783883,Ms. Susan Roth Katzke,0.3698202904891185,female,Credit Suisse,"('PNC', '2020 q2')",0.0
10429,RF,2020 q2,4010,0.3826295439550268,Ms. Susan Roth Katzke,0.3694816807066971,female,Credit Suisse,"('RF', '2020 q2')",0.0
10430,TFC,2020 q2,4010,0.4446033352552607,Ms. Susan Roth Katzke,0.4190964523878175,female,Credit Suisse,"('TFC', '2020 q2')",0.0
10431,USB,2020 q2,4010,0.5129595590224174,Ms. Susan Roth Katzke,0.3677961968659591,female,Credit Suisse,"('USB', '2020 q2')",0.0
10432,WFC,2020 q2,4010,0.6319308016068057,Ms. Susan Roth Katzke,0.4309399112777304,female,Credit Suisse,"('WFC', '2020 q2')",0.006047422997653484
10433,BAC,2020 q2,4010,0.5413073263592105,"Betsy L. Graseck, CFA",0.4729025998403699,female,Morgan Stanley,"('BAC', '2020 q2')",0.015688433777540922
10434,JPM,2020 q2,4010,0.6814939102092723,"Betsy L. Graseck, CFA",0.6568702972502628,female,Morgan Stanley,"('JPM', '2020 q2')",0.0
10435,BAC,2020 q2,4010,0.5413073263592105,"Mr. Kenneth M. Leon, CPA",0.5763198674608029,male,CFRA Equity Research,"('BAC', '2020 q2')",0.0
10436,JPM,2020 q2,4010,0.6814939102092723,"Mr. Kenneth M. Leon, CPA",0.6338290135117659,male,CFRA Equity Research,"('JPM', '2020 q2')",0.0
10437,WFC,2020 q2,4010,0.6319308016068057,"Mr. Kenneth M. Leon, CPA",0.5466897063488818,male,CFRA Equity Research,"('WFC', '2020 q2')",0.0
10438,BAC,2020 q2,4010,0.5413073263592105,Gerard S. Cassidy,0.1820120302749358,male,RBC Capital Markets,"('BAC', '2020 q2')",0.0
10439,CFG,2020 q2,4010,0.3819543077630922,Gerard S. Cassidy,0.0800067014019987,male,RBC Capital Markets,"('CFG', '2020 q2')",0.0
10440,FITB,2020 q2,4010,0.6115974207052193,Gerard S. Cassidy,0.1970283205491352,male,RBC Capital Markets,"('FITB', '2020 q2')",0.0
10441,JPM,2020 q2,4010,0.6814939102092723,Gerard S. Cassidy,0.2776680423903233,male,RBC Capital Markets,"('JPM', '2020 q2')",0.0
10442,MTB,2020 q2,4010,0.4571082339186739,Gerard S. Cassidy,0.0980359043623901,male,RBC Capital Markets,"('MTB', '2020 q2')",0.0
10443,PNC,2020 q2,4010,0.5399238360783883,Gerard S. Cassidy,0.1313140044121724,male,RBC Capital Markets,"('PNC', '2020 q2')",0.0
10444,RF,2020 q2,4010,0.3826295439550268,Gerard S. Cassidy,0.0568653757423479,male,RBC Capital Markets,"('RF', '2020 q2')",0.0
10445,TFC,2020 q2,4010,0.4446033352552607,Gerard S. Cassidy,0.1230080175870498,male,RBC Capital Markets,"('TFC', '2020 q2')",0.0
10446,USB,2020 q2,4010,0.5129595590224174,Gerard S. Cassidy,0.1340504951305186,male,RBC Capital Markets,"('USB', '2020 q2')",0.01666666753590107
10447,WFC,2020 q2,4010,0.6319308016068057,Gerard S. Cassidy,0.2727064889736316,male,RBC Capital Markets,"('WFC', '2020 q2')",0.0
10448,BAC,2020 q2,4010,0.5413073263592105,Mr. Nigel E. Coe,0.3292851035190234,male,Wolfe Research,"('BAC', '2020 q2')",0.014000430703163147
10449,BAC,2020 q2,4010,0.5413073263592105,Mr. Jeffery J. Harte,0.2744921668487878,male,Piper Sandler Companies,"('BAC', '2020 q2')",0.0
10450,JPM,2020 q2,4010,0.6814939102092723,Mr. Jeffery J. Harte,0.2836029508022996,male,Piper Sandler Companies,"('JPM', '2020 q2')",0.0
10451,BAC,2020 q2,4010,0.5413073263592105,Chris M. Kotowski,0.1225141725113168,male,"Oppenheimer & Co., Inc.","('BAC', '2020 q2')",0.0
10452,PNC,2020 q2,4010,0.5399238360783883,Chris M. Kotowski,0.1502399253743896,male,"Oppenheimer & Co., Inc.","('PNC', '2020 q2')",0.0
10453,USB,2020 q2,4010,0.5129595590224174,Chris M. Kotowski,0.2119862385757774,male,"Oppenheimer & Co., Inc.","('USB', '2020 q2')",0.05237011983990669
10454,BAC,2020 q2,4010,0.5413073263592105,Mr. Andrew Lim,0.7355639837444743,male,Societe Generale,"('BAC', '2020 q2')",0.031121591106057167
10455,JPM,2020 q2,4010,0.6814939102092723,Mr. Andrew Lim,0.793055062319187,male,Societe Generale,"('JPM', '2020 q2')",0.01747516356408596
10456,CFG,2020 q2,4010,0.3819543077630922,"Mr. Ken A. Zerbe, CFA",0.4290527316310246,male,Morgan Stanley,"('CFG', '2020 q2')",0.01666666753590107
10457,CMA,2020 q2,4010,0.2921160896225443,"Mr. Ken A. Zerbe, CFA",0.4080722345430182,male,Morgan Stanley,"('CMA', '2020 q2')",0.0
10458,FITB,2020 q2,4010,0.6115974207052193,"Mr. Ken A. Zerbe, CFA",0.6454953341715024,male,Morgan Stanley,"('FITB', '2020 q2')",0.01666666753590107
10459,FRC,2020 q2,4010,0.3289061635899322,"Mr. Ken A. Zerbe, CFA",0.4671732200568579,male,Morgan Stanley,"('FRC', '2020 q2')",0.0
10460,HBAN,2020 q2,4010,0.5380682913643772,"Mr. Ken A. Zerbe, CFA",0.3389947775332615,male,Morgan Stanley,"('HBAN', '2020 q2')",0.01666666753590107
10461,KEY,2020 q2,4010,0.0,"Mr. Ken A. Zerbe, CFA",,male,Morgan Stanley,"('KEY', '2020 q2')",0.01261180266737938
10462,MTB,2020 q2,4010,0.4571082339186739,"Mr. Ken A. Zerbe, CFA",0.4015423288859154,male,Morgan Stanley,"('MTB', '2020 q2')",0.01666666753590107
10463,PBCT,2020 q2,4010,0.3886948931643635,"Mr. Ken A. Zerbe, CFA",0.3770516121029745,male,Morgan Stanley,"('PBCT', '2020 q2')",0.0
10464,SIVB,2020 q2,4010,0.2187235447792677,"Mr. Ken A. Zerbe, CFA",0.4839330229726878,male,Morgan Stanley,"('SIVB', '2020 q2')",0.0
10465,ZION,2020 q2,4010,0.3208106440397574,"Mr. Ken A. Zerbe, CFA",0.3733284043567331,male,Morgan Stanley,"('ZION', '2020 q2')",0.01666666753590107
10466,CFG,2020 q2,4010,0.3819543077630922,"Mr. Terry McEvoy, CFA",0.0976055818904779,male,Stephens Inc.,"('CFG', '2020 q2')",0.0
10467,CMA,2020 q2,4010,0.2921160896225443,"Mr. Terry McEvoy, CFA",0.065044153834378,male,Stephens Inc.,"('CMA', '2020 q2')",0.015673168003559113
10468,FRC,2020 q2,4010,0.3289061635899322,"Mr. Terry McEvoy, CFA",0.0963036741170429,male,Stephens Inc.,"('FRC', '2020 q2')",0.0
10469,HBAN,2020 q2,4010,0.5380682913643772,"Mr. Terry McEvoy, CFA",0.2324356720381757,male,Stephens Inc.,"('HBAN', '2020 q2')",0.0
10470,PNC,2020 q2,4010,0.5399238360783883,"Mr. Terry McEvoy, CFA",0.1452515911020386,male,Stephens Inc.,"('PNC', '2020 q2')",0.01781829632818699
10471,RF,2020 q2,4010,0.3826295439550268,"Mr. Terry McEvoy, CFA",0.0822855884070906,male,Stephens Inc.,"('RF', '2020 q2')",0.014108827337622643
10472,TFC,2020 q2,4010,0.4446033352552607,"Mr. Terry McEvoy, CFA",0.1576456809264544,male,Stephens Inc.,"('TFC', '2020 q2')",0.0
10473,USB,2020 q2,4010,0.5129595590224174,"Mr. Terry McEvoy, CFA",0.1507219054662807,male,Stephens Inc.,"('USB', '2020 q2')",0.0
10474,ZION,2020 q2,4010,0.3208106440397574,"Mr. Terry McEvoy, CFA",0.0946730043821061,male,Stephens Inc.,"('ZION', '2020 q2')",0.0
10475,CFG,2020 q2,4010,0.3819543077630922,Pauline Bell,0.3578458627459406,female,CFRA Equity Research,"('CFG', '2020 q2')",0.0
10476,CMA,2020 q2,4010,0.2921160896225443,Pauline Bell,0.1348083963858064,female,CFRA Equity Research,"('CMA', '2020 q2')",0.0
10477,FITB,2020 q2,4010,0.6115974207052193,Pauline Bell,0.3530966874277199,female,CFRA Equity Research,"('FITB', '2020 q2')",0.0
10478,HBAN,2020 q2,4010,0.5380682913643772,Pauline Bell,0.1977866191680188,female,CFRA Equity Research,"('HBAN', '2020 q2')",0.0
10479,MTB,2020 q2,4010,0.4571082339186739,Pauline Bell,0.3386115421179067,female,CFRA Equity Research,"('MTB', '2020 q2')",0.0
10480,PBCT,2020 q2,4010,0.3886948931643635,Pauline Bell,0.2130767888165941,female,CFRA Equity Research,"('PBCT', '2020 q2')",0.007884261863572257
10481,PNC,2020 q2,4010,0.5399238360783883,Pauline Bell,0.266770016361402,female,CFRA Equity Research,"('PNC', '2020 q2')",0.0
10482,RF,2020 q2,4010,0.3826295439550268,Pauline Bell,0.2878072025470057,female,CFRA Equity Research,"('RF', '2020 q2')",0.0
10483,SIVB,2020 q2,4010,0.2187235447792677,Pauline Bell,0.3384677016801861,female,CFRA Equity Research,"('SIVB', '2020 q2')",0.0
10484,TFC,2020 q2,4010,0.4446033352552607,Pauline Bell,0.4000324947222861,female,CFRA Equity Research,"('TFC', '2020 q2')",0.0
10485,USB,2020 q2,4010,0.5129595590224174,Pauline Bell,0.4104296069507124,female,CFRA Equity Research,"('USB', '2020 q2')",0.0
10486,ZION,2020 q2,4010,0.3208106440397574,Pauline Bell,0.2538650323011826,female,CFRA Equity Research,"('ZION', '2020 q2')",0.0
10487,CFG,2020 q2,4010,0.3819543077630922,Mr. R. Scott Siefers,0.1674894362799905,male,Piper Sandler Companies,"('CFG', '2020 q2')",0.0
10488,CMA,2020 q2,4010,0.2921160896225443,Mr. R. Scott Siefers,0.1082076391623266,male,Piper Sandler Companies,"('CMA', '2020 q2')",0.0
10489,FITB,2020 q2,4010,0.6115974207052193,Mr. R. Scott Siefers,0.1810824906067174,male,Piper Sandler Companies,"('FITB', '2020 q2')",0.0
10490,HBAN,2020 q2,4010,0.5380682913643772,Mr. R. Scott Siefers,0.1461706613199483,male,Piper Sandler Companies,"('HBAN', '2020 q2')",0.0
10491,PNC,2020 q2,4010,0.5399238360783883,Mr. R. Scott Siefers,0.2066714244798309,male,Piper Sandler Companies,"('PNC', '2020 q2')",0.0
10492,USB,2020 q2,4010,0.5129595590224174,Mr. R. Scott Siefers,0.1400370909409508,male,Piper Sandler Companies,"('USB', '2020 q2')",0.0
10493,WFC,2020 q2,4010,0.6319308016068057,Mr. R. Scott Siefers,0.2642521100082554,male,Piper Sandler Companies,"('WFC', '2020 q2')",0.0
10494,CFG,2020 q2,4010,0.3819543077630922,Mr. John Pancari,0.1221947235836537,male,EVERCORE ISI,"('CFG', '2020 q2')",0.0
10495,CMA,2020 q2,4010,0.2921160896225443,Mr. John Pancari,0.1031946024341293,male,EVERCORE ISI,"('CMA', '2020 q2')",0.0
10496,FITB,2020 q2,4010,0.6115974207052193,Mr. John Pancari,0.5379637487467316,male,EVERCORE ISI,"('FITB', '2020 q2')",0.0
10497,FRC,2020 q2,4010,0.3289061635899322,Mr. John Pancari,0.1596314811390413,male,EVERCORE ISI,"('FRC', '2020 q2')",0.0
10498,HBAN,2020 q2,4010,0.5380682913643772,Mr. John Pancari,0.4476122463984763,male,EVERCORE ISI,"('HBAN', '2020 q2')",0.0
10499,MTB,2020 q2,4010,0.4571082339186739,Mr. John Pancari,0.147499681743488,male,EVERCORE ISI,"('MTB', '2020 q2')",0.0
10500,PNC,2020 q2,4010,0.5399238360783883,Mr. John Pancari,0.1680094934895922,male,EVERCORE ISI,"('PNC', '2020 q2')",0.0
10501,RF,2020 q2,4010,0.3826295439550268,Mr. John Pancari,0.0781350098893503,male,EVERCORE ISI,"('RF', '2020 q2')",0.0
10502,TFC,2020 q2,4010,0.4446033352552607,Mr. John Pancari,0.1109538754719179,male,EVERCORE ISI,"('TFC', '2020 q2')",0.0
10503,USB,2020 q2,4010,0.5129595590224174,Mr. John Pancari,0.6329832827632949,male,EVERCORE ISI,"('USB', '2020 q2')",0.0
10504,WFC,2020 q2,4010,0.6319308016068057,Mr. John Pancari,0.2459526601613068,male,EVERCORE ISI,"('WFC', '2020 q2')",0.0
10505,CFG,2020 q2,4010,0.3819543077630922,Mr. Peter J. Winter,0.0734903323529532,male,Wedbush Securities Inc.,"('CFG', '2020 q2')",0.0
10506,CMA,2020 q2,4010,0.2921160896225443,Mr. Peter J. Winter,0.0484389381866502,male,Wedbush Securities Inc.,"('CMA', '2020 q2')",0.0
10507,HBAN,2020 q2,4010,0.5380682913643772,Mr. Peter J. Winter,0.1024084091744374,male,Wedbush Securities Inc.,"('HBAN', '2020 q2')",0.0
10508,MTB,2020 q2,4010,0.4571082339186739,Mr. Peter J. Winter,0.1039912262840114,male,Wedbush Securities Inc.,"('MTB', '2020 q2')",0.010396375320851803
10509,RF,2020 q2,4010,0.3826295439550268,Mr. Peter J. Winter,0.0572428469706381,male,Wedbush Securities Inc.,"('RF', '2020 q2')",0.0
10510,USB,2020 q2,4010,0.5129595590224174,Mr. Peter J. Winter,0.0964376199835026,male,Wedbush Securities Inc.,"('USB', '2020 q2')",0.0
10511,ZION,2020 q2,4010,0.3208106440397574,Mr. Peter J. Winter,0.0636038900423909,male,Wedbush Securities Inc.,"('ZION', '2020 q2')",0.0
10512,CMA,2020 q2,4010,0.2921160896225443,"Jon G. Arfstrom, CPA",0.0436922266820875,male,RBC Capital Markets,"('CMA', '2020 q2')",0.0
10513,FRC,2020 q2,4010,0.3289061635899322,"Jon G. Arfstrom, CPA",0.0744349937897953,male,RBC Capital Markets,"('FRC', '2020 q2')",0.0
10514,HBAN,2020 q2,4010,0.5380682913643772,"Jon G. Arfstrom, CPA",0.1068661716769389,male,RBC Capital Markets,"('HBAN', '2020 q2')",0.0
10515,SIVB,2020 q2,4010,0.2187235447792677,"Jon G. Arfstrom, CPA",0.0392155428649456,male,RBC Capital Markets,"('SIVB', '2020 q2')",0.0
10516,ZION,2020 q2,4010,0.3208106440397574,"Jon G. Arfstrom, CPA",0.0583744751165584,male,RBC Capital Markets,"('ZION', '2020 q2')",0.0
10517,CMA,2020 q2,4010,0.2921160896225443,Erika L. Najarian,0.1520016902644709,female,BofA Global Research,"('CMA', '2020 q2')",0.0
10518,FITB,2020 q2,4010,0.6115974207052193,Erika L. Najarian,0.7462808796913118,female,BofA Global Research,"('FITB', '2020 q2')",0.03333333507180214
10519,FRC,2020 q2,4010,0.3289061635899322,Erika L. Najarian,0.1630254669294425,female,BofA Global Research,"('FRC', '2020 q2')",0.0
10520,HBAN,2020 q2,4010,0.5380682913643772,Erika L. Najarian,0.2128756262641577,female,BofA Global Research,"('HBAN', '2020 q2')",0.0
10521,JPM,2020 q2,4010,0.6814939102092723,Erika L. Najarian,0.6973464058725681,female,BofA Global Research,"('JPM', '2020 q2')",0.03333333507180214
10522,MTB,2020 q2,4010,0.4571082339186739,Erika L. Najarian,0.2185137873891783,female,BofA Global Research,"('MTB', '2020 q2')",0.0
10523,PNC,2020 q2,4010,0.5399238360783883,Erika L. Najarian,0.2724200674101084,female,BofA Global Research,"('PNC', '2020 q2')",0.0
10524,RF,2020 q2,4010,0.3826295439550268,Erika L. Najarian,0.1833575566412859,female,BofA Global Research,"('RF', '2020 q2')",0.0
10525,TFC,2020 q2,4010,0.4446033352552607,Erika L. Najarian,0.2268401009772435,female,BofA Global Research,"('TFC', '2020 q2')",0.01461807917803526
10526,USB,2020 q2,4010,0.5129595590224174,Erika L. Najarian,0.2418815756441228,female,BofA Global Research,"('USB', '2020 q2')",0.0
10527,WFC,2020 q2,4010,0.6319308016068057,Erika L. Najarian,0.7295586151075333,female,BofA Global Research,"('WFC', '2020 q2')",0.03333333507180214
10528,ZION,2020 q2,4010,0.3208106440397574,Erika L. Najarian,0.2061920310691455,female,BofA Global Research,"('ZION', '2020 q2')",0.03952619433403015
10529,CMA,2020 q2,4010,0.2921160896225443,"Ms. Jennifer H. Demba, CFA",0.0583002129340785,female,SunTrust Robinson Humphrey Capital Markets,"('CMA', '2020 q2')",0.0
10530,RF,2020 q2,4010,0.3826295439550268,"Ms. Jennifer H. Demba, CFA",0.0618869237367153,female,SunTrust Robinson Humphrey Capital Markets,"('RF', '2020 q2')",0.005747491959482431
10531,SIVB,2020 q2,4010,0.2187235447792677,"Ms. Jennifer H. Demba, CFA",0.0652723450456946,female,SunTrust Robinson Humphrey Capital Markets,"('SIVB', '2020 q2')",0.0
10532,ZION,2020 q2,4010,0.3208106440397574,"Ms. Jennifer H. Demba, CFA",0.068944558711995,female,SunTrust Robinson Humphrey Capital Markets,"('ZION', '2020 q2')",0.0
10533,FITB,2020 q2,4010,0.6115974207052193,"Mr. Christopher W. Marinac, CFA",0.1710831064258079,male,Janney Montgomery Scott LLC,"('FITB', '2020 q2')",0.04031634330749512
10534,FRC,2020 q2,4010,0.3289061635899322,"Mr. Christopher W. Marinac, CFA",0.1352605249981441,male,Janney Montgomery Scott LLC,"('FRC', '2020 q2')",0.03945944830775261
10535,RF,2020 q2,4010,0.3826295439550268,"Mr. Christopher W. Marinac, CFA",0.0624926625853207,male,Janney Montgomery Scott LLC,"('RF', '2020 q2')",0.018549224361777306
10536,SIVB,2020 q2,4010,0.2187235447792677,"Mr. Christopher W. Marinac, CFA",0.0843426082487334,male,Janney Montgomery Scott LLC,"('SIVB', '2020 q2')",0.0
10537,TFC,2020 q2,4010,0.4446033352552607,"Mr. Christopher W. Marinac, CFA",0.1139806252039834,male,Janney Montgomery Scott LLC,"('TFC', '2020 q2')",0.0
10538,FRC,2020 q2,4010,0.3289061635899322,Mr. David J. Chiaverini,0.0769991446057025,male,Wedbush Securities Inc.,"('FRC', '2020 q2')",0.0
10539,SIVB,2020 q2,4010,0.2187235447792677,Mr. David J. Chiaverini,0.048305024681767,male,Wedbush Securities Inc.,"('SIVB', '2020 q2')",0.0
10540,FRC,2020 q2,4010,0.3289061635899322,Mr. Michael K. Diana,0.0839738782001159,male,Maxim Group,"('FRC', '2020 q2')",0.014936648309230804
10541,SIVB,2020 q2,4010,0.2187235447792677,Mr. Michael K. Diana,0.0419185727229203,male,Maxim Group,"('SIVB', '2020 q2')",0.0
10542,FRC,2020 q2,4010,0.3289061635899322,Mr. Casey Haire,0.0799933480871499,male,Jefferies,"('FRC', '2020 q2')",0.0
10543,PBCT,2020 q2,4010,0.3886948931643635,Mr. Casey Haire,0.1261841513276345,male,Jefferies,"('PBCT', '2020 q2')",0.0
10544,FRC,2020 q2,4010,0.3289061635899322,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FRC', '2020 q2')",0.9779811501502991
10545,HBAN,2020 q2,4010,0.5380682913643772,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HBAN', '2020 q2')",0.9779823422431946
10546,PBCT,2020 q2,4010,0.3886948931643635,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PBCT', '2020 q2')",0.9478760361671448
10547,PNC,2020 q2,4010,0.5399238360783883,SADIF Research,0.999921282406574,Not a person,Sadif Analytics Prime,"('PNC', '2020 q2')",0.9511266350746155
10548,FRC,2020 q2,4010,0.3289061635899322,Mr. Jared D. Shaw,0.0729687054523349,male,"Wells Fargo Securities, LLC","('FRC', '2020 q2')",0.0
10549,PBCT,2020 q2,4010,0.3886948931643635,Mr. Jared D. Shaw,0.1751063726923101,male,"Wells Fargo Securities, LLC","('PBCT', '2020 q2')",0.0
10550,SIVB,2020 q2,4010,0.2187235447792677,Mr. Jared D. Shaw,0.0779421606767961,male,"Wells Fargo Securities, LLC","('SIVB', '2020 q2')",0.0
10551,MTB,2020 q2,4010,0.4571082339186739,"Mr. Frank J. Schiraldi, CFA",0.1204412492068557,male,Piper Sandler Companies,"('MTB', '2020 q2')",0.0
10552,PBCT,2020 q2,4010,0.3886948931643635,Mr. Mark Fitzgibbon,0.1092154053299316,male,Piper Sandler Companies,"('PBCT', '2020 q2')",0.0
10553,PBCT,2020 q2,4010,0.3886948931643635,Mr. Jake Civiello,0.1204019720142652,male,Janney Montgomery Scott LLC,"('PBCT', '2020 q2')",0.0
10554,PBCT,2020 q2,4010,0.3886948931643635,Mr. Matthew M. Breese,0.1135147394973302,male,Stephens Inc.,"('PBCT', '2020 q2')",0.0
10555,RF,2020 q2,4010,0.3826295439550268,"Mr. Stephen Scouten, CFA",0.068751135618421,male,Piper Sandler Companies,"('RF', '2020 q2')",0.0
10556,TFC,2020 q2,4010,0.4446033352552607,"Mr. Stephen Scouten, CFA",0.074669687397564,male,Piper Sandler Companies,"('TFC', '2020 q2')",0.0
10557,RF,2020 q2,4010,0.3826295439550268,Sam Stovall,0.3119819056970421,male,CFRA Equity Research,"('RF', '2020 q2')",0.0
10558,RF,2020 q2,4010,0.3826295439550268,Mr. Christopher Spahr,0.1060725501151286,male,"Wells Fargo Securities, LLC","('RF', '2020 q2')",0.04003862291574478
10559,SIVB,2020 q2,4010,0.2187235447792677,Mr. Ebrahim H. Poonawala,0.250464787055316,male,BofA Global Research,"('SIVB', '2020 q2')",0.02123938500881195
10560,SIVB,2020 q2,4010,0.2187235447792677,Mr. Christopher J. York,0.0675956719115843,male,JMP Securities,"('SIVB', '2020 q2')",0.0
10561,ZION,2020 q2,4010,0.3208106440397574,"Mr. Bradley J. Milsaps, CFA",0.0747776074333929,male,Piper Sandler Companies,"('ZION', '2020 q2')",0.0
10562,ALB,2019 q1,1510,0.565761850924049,Mr. Arun S. Viswanathan,0.1703782766289341,male,RBC Capital Markets,"('ALB', '2019 q1')",0.0
10563,CE,2019 q1,1510,0.6929770443097247,Mr. Arun S. Viswanathan,0.7294750426841937,male,RBC Capital Markets,"('CE', '2019 q1')",0.03333333507180214
10564,DD,2019 q1,1510,0.5355927860659677,Mr. Arun S. Viswanathan,0.1715787436146841,male,RBC Capital Markets,"('DD', '2019 q1')",0.0
10565,EMN,2019 q1,1510,0.6571690910108383,Mr. Arun S. Viswanathan,0.3516310007834655,male,RBC Capital Markets,"('EMN', '2019 q1')",0.0
10566,FMC,2019 q1,1510,0.6859296765782632,Mr. Arun S. Viswanathan,0.3401408655482758,male,RBC Capital Markets,"('FMC', '2019 q1')",0.0
10567,LYB,2019 q1,1510,0.5151234172049407,Mr. Arun S. Viswanathan,0.2729811699181729,male,RBC Capital Markets,"('LYB', '2019 q1')",0.0
10568,PPG,2019 q1,1510,0.7938268755788611,Mr. Arun S. Viswanathan,0.6476006676493766,male,RBC Capital Markets,"('PPG', '2019 q1')",0.0
10569,SEE,2019 q1,1510,0.8392689645763577,Mr. Arun S. Viswanathan,0.7151279368546791,male,RBC Capital Markets,"('SEE', '2019 q1')",0.0
10570,SHW,2019 q1,1510,0.7805486108021318,Mr. Arun S. Viswanathan,0.4434309363156877,male,RBC Capital Markets,"('SHW', '2019 q1')",0.0
10571,ALB,2019 q1,1510,0.565761850924049,"David L. Begleiter, CFA",0.5809297838155559,male,Deutsche Bank,"('ALB', '2019 q1')",0.0
10572,CE,2019 q1,1510,0.6929770443097247,"David L. Begleiter, CFA",0.7635186352171407,male,Deutsche Bank,"('CE', '2019 q1')",0.0
10573,DD,2019 q1,1510,0.5355927860659677,"David L. Begleiter, CFA",0.185042317662204,male,Deutsche Bank,"('DD', '2019 q1')",0.0
10574,ECL,2019 q1,1510,0.8876997457429742,"David L. Begleiter, CFA",0.9111205707293216,male,Deutsche Bank,"('ECL', '2019 q1')",0.0
10575,EMN,2019 q1,1510,0.6571690910108383,"David L. Begleiter, CFA",0.260385686373132,male,Deutsche Bank,"('EMN', '2019 q1')",0.0
10576,LIN,2019 q1,1510,0.6909120427489912,"David L. Begleiter, CFA",0.5638933536937477,male,Deutsche Bank,"('LIN', '2019 q1')",0.0
10577,LYB,2019 q1,1510,0.5151234172049407,"David L. Begleiter, CFA",0.2311418544407617,male,Deutsche Bank,"('LYB', '2019 q1')",0.0
10578,PPG,2019 q1,1510,0.7938268755788611,"David L. Begleiter, CFA",0.7827980377723647,male,Deutsche Bank,"('PPG', '2019 q1')",0.0
10579,ALB,2019 q1,1510,0.565761850924049,Mr. Seth Goldstein,0.4121378045196418,male,"Morningstar, Inc.","('ALB', '2019 q1')",0.003836365882307291
10580,CE,2019 q1,1510,0.6929770443097247,Mr. Seth Goldstein,0.5566987626047115,male,"Morningstar, Inc.","('CE', '2019 q1')",0.0
10581,CF,2019 q1,1510,0.3542260455507934,Mr. Seth Goldstein,0.3445591857195997,male,"Morningstar, Inc.","('CF', '2019 q1')",0.0
10582,DD,2019 q1,1510,0.5355927860659677,Mr. Seth Goldstein,0.6270709422358169,male,"Morningstar, Inc.","('DD', '2019 q1')",0.0
10583,ECL,2019 q1,1510,0.8876997457429742,Mr. Seth Goldstein,0.8734889987484155,male,"Morningstar, Inc.","('ECL', '2019 q1')",0.0
10584,EMN,2019 q1,1510,0.6571690910108383,Mr. Seth Goldstein,0.7979815572318552,male,"Morningstar, Inc.","('EMN', '2019 q1')",0.0
10585,FCX,2019 q1,1510,0.6513437389924769,Mr. Seth Goldstein,0.9296290603395396,male,"Morningstar, Inc.","('FCX', '2019 q1')",0.0
10586,FMC,2019 q1,1510,0.6859296765782632,Mr. Seth Goldstein,0.5723587749925976,male,"Morningstar, Inc.","('FMC', '2019 q1')",0.0
10587,MOS,2019 q1,1510,0.5934691152619447,Mr. Seth Goldstein,0.3910603259242858,male,"Morningstar, Inc.","('MOS', '2019 q1')",0.002928647523125013
10588,ALB,2019 q1,1510,0.565761850924049,"Mr. Laurence Alexander, CFA",0.2719791591447709,male,Jefferies,"('ALB', '2019 q1')",0.0
10589,APD,2019 q1,1510,0.7668377497866912,"Mr. Laurence Alexander, CFA",0.4274429003279726,male,Jefferies,"('APD', '2019 q1')",0.0
10590,DD,2019 q1,1510,0.5355927860659677,"Mr. Laurence Alexander, CFA",0.2103087966979902,male,Jefferies,"('DD', '2019 q1')",0.0
10591,EMN,2019 q1,1510,0.6571690910108383,"Mr. Laurence Alexander, CFA",0.2262526965214286,male,Jefferies,"('EMN', '2019 q1')",0.0
10592,FMC,2019 q1,1510,0.6859296765782632,"Mr. Laurence Alexander, CFA",0.3337296023678461,male,Jefferies,"('FMC', '2019 q1')",0.0
10593,LYB,2019 q1,1510,0.5151234172049407,"Mr. Laurence Alexander, CFA",0.3097497179096722,male,Jefferies,"('LYB', '2019 q1')",0.0
10594,PPG,2019 q1,1510,0.7938268755788611,"Mr. Laurence Alexander, CFA",0.3362299870810176,male,Jefferies,"('PPG', '2019 q1')",0.0
10595,ALB,2019 q1,1510,0.565761850924049,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ALB', '2019 q1')",0.9931548833847046
10596,APD,2019 q1,1510,0.7668377497866912,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('APD', '2019 q1')",0.9931186735630035
10597,ECL,2019 q1,1510,0.8876997457429742,Mr. Thomas Kee,0.9933587540356718,male,Stock Traders Daily Research,"('ECL', '2019 q1')",0.9931468963623047
10598,EMN,2019 q1,1510,0.6571690910108383,Mr. Thomas Kee,0.9893945493303012,male,Stock Traders Daily Research,"('EMN', '2019 q1')",0.9931069016456604
10599,FCX,2019 q1,1510,0.6513437389924769,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('FCX', '2019 q1')",0.9931383728981018
10600,FMC,2019 q1,1510,0.6859296765782632,Mr. Thomas Kee,0.9728032921724442,male,Stock Traders Daily Research,"('FMC', '2019 q1')",0.9930745363235474
10601,IFF,2019 q1,1510,0.9526283721913812,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('IFF', '2019 q1')",0.9931548535823822
10602,IP,2019 q1,1510,0.6195149984798198,Mr. Thomas Kee,0.9880682153751814,male,Stock Traders Daily Research,"('IP', '2019 q1')",0.9791150689125061
10603,MLM,2019 q1,1510,0.7600669561532605,Mr. Thomas Kee,0.9673133123128888,male,Stock Traders Daily Research,"('MLM', '2019 q1')",0.9930826425552368
10604,MOS,2019 q1,1510,0.5934691152619447,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MOS', '2019 q1')",0.9931864738464355
10605,NEM,2019 q1,1510,0.6700242914399006,Mr. Thomas Kee,0.9940234023921016,male,Stock Traders Daily Research,"('NEM', '2019 q1')",0.9931069016456604
10606,NUE,2019 q1,1510,0.6786345198514264,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('NUE', '2019 q1')",0.9931389689445496
10607,PKG,2019 q1,1510,0.7879134663626909,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PKG', '2019 q1')",0.9930745363235474
10608,PPG,2019 q1,1510,0.7938268755788611,Mr. Thomas Kee,0.9960609148850744,male,Stock Traders Daily Research,"('PPG', '2019 q1')",0.9931548535823822
10609,SEE,2019 q1,1510,0.8392689645763577,Mr. Thomas Kee,0.9597352402509776,male,Stock Traders Daily Research,"('SEE', '2019 q1')",0.9931382834911346
10610,SHW,2019 q1,1510,0.7805486108021318,Mr. Thomas Kee,0.9791726564536004,male,Stock Traders Daily Research,"('SHW', '2019 q1')",0.9931468963623047
10611,VMC,2019 q1,1510,0.9262090607735298,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('VMC', '2019 q1')",0.9930745363235474
10612,ALB,2019 q1,1510,0.565761850924049,Mr. Vincent Andrews,0.199359679449258,male,Morgan Stanley,"('ALB', '2019 q1')",0.0
10613,CE,2019 q1,1510,0.6929770443097247,Mr. Vincent Andrews,0.3683182658975173,male,Morgan Stanley,"('CE', '2019 q1')",0.0
10614,CF,2019 q1,1510,0.3542260455507934,Mr. Vincent Andrews,0.1611993093096054,male,Morgan Stanley,"('CF', '2019 q1')",0.0
10615,EMN,2019 q1,1510,0.6571690910108383,Mr. Vincent Andrews,0.2964911951337002,male,Morgan Stanley,"('EMN', '2019 q1')",0.028970355167984962
10616,ALB,2019 q1,1510,0.565761850924049,Christopher B. Muir,0.6582608080061108,male,CFRA Equity Research,"('ALB', '2019 q1')",0.0
10617,CE,2019 q1,1510,0.6929770443097247,Christopher B. Muir,0.49261519481773,male,CFRA Equity Research,"('CE', '2019 q1')",0.0
10618,CF,2019 q1,1510,0.3542260455507934,Christopher B. Muir,0.3958429804624164,male,CFRA Equity Research,"('CF', '2019 q1')",0.0
10619,DD,2019 q1,1510,0.5355927860659677,Christopher B. Muir,0.4998340173448253,male,CFRA Equity Research,"('DD', '2019 q1')",0.0
10620,ECL,2019 q1,1510,0.8876997457429742,Christopher B. Muir,0.8611515535071641,male,CFRA Equity Research,"('ECL', '2019 q1')",0.0
10621,EMN,2019 q1,1510,0.6571690910108383,Christopher B. Muir,0.5029227669354319,male,CFRA Equity Research,"('EMN', '2019 q1')",0.0
10622,FMC,2019 q1,1510,0.6859296765782632,Christopher B. Muir,0.6238732684355166,male,CFRA Equity Research,"('FMC', '2019 q1')",0.0
10623,LYB,2019 q1,1510,0.5151234172049407,Christopher B. Muir,0.544992765783429,male,CFRA Equity Research,"('LYB', '2019 q1')",0.0
10624,MOS,2019 q1,1510,0.5934691152619447,Christopher B. Muir,0.4262156861971661,male,CFRA Equity Research,"('MOS', '2019 q1')",0.0
10625,PPG,2019 q1,1510,0.7938268755788611,Christopher B. Muir,0.7305765186599725,male,CFRA Equity Research,"('PPG', '2019 q1')",0.0
10626,SHW,2019 q1,1510,0.7805486108021318,Christopher B. Muir,0.7357048439062327,male,CFRA Equity Research,"('SHW', '2019 q1')",0.0
10627,ALB,2019 q1,1510,0.565761850924049,"Sebastian Bray, CFA",0.3720126995423951,male,Berenberg,"('ALB', '2019 q1')",0.0
10628,ALB,2019 q1,1510,0.565761850924049,Mr. Ian Bennett,0.307796267267516,male,BofA Global Research,"('ALB', '2019 q1')",0.0
10629,ALB,2019 q1,1510,0.565761850924049,Mr. Luis J. Amadeo,0.3832064680296009,male,"Oppenheimer & Co., Inc.","('ALB', '2019 q1')",0.0
10630,ALB,2019 q1,1510,0.565761850924049,Mr. James M. Sheehan,0.189904361263335,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2019 q1')",0.023594187572598457
10631,APD,2019 q1,1510,0.7668377497866912,Mr. James M. Sheehan,0.3846453571889586,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2019 q1')",0.0
10632,CE,2019 q1,1510,0.6929770443097247,Mr. James M. Sheehan,0.360585500485854,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2019 q1')",0.0
10633,DD,2019 q1,1510,0.5355927860659677,Mr. James M. Sheehan,0.1604903792584355,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2019 q1')",0.0
10634,EMN,2019 q1,1510,0.6571690910108383,Mr. James M. Sheehan,0.2472116999204801,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2019 q1')",0.0
10635,FMC,2019 q1,1510,0.6859296765782632,Mr. James M. Sheehan,0.2385983927524631,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2019 q1')",0.0
10636,LIN,2019 q1,1510,0.6909120427489912,Mr. James M. Sheehan,0.5057681387199919,male,SunTrust Robinson Humphrey Capital Markets,"('LIN', '2019 q1')",0.0
10637,LYB,2019 q1,1510,0.5151234172049407,Mr. James M. Sheehan,0.2158046525535165,male,SunTrust Robinson Humphrey Capital Markets,"('LYB', '2019 q1')",0.0
10638,PPG,2019 q1,1510,0.7938268755788611,Mr. James M. Sheehan,0.3456869596434709,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2019 q1')",0.0
10639,APD,2019 q1,1510,0.7668377497866912,SADIF Research,0.9652482707097731,Not a person,Sadif Analytics Prime,"('APD', '2019 q1')",0.9247671961784363
10640,ECL,2019 q1,1510,0.8876997457429742,SADIF Research,0.991866413419185,Not a person,Sadif Analytics Prime,"('ECL', '2019 q1')",0.9550849199295044
10641,EMN,2019 q1,1510,0.6571690910108383,SADIF Research,0.985896433397366,Not a person,Sadif Analytics Prime,"('EMN', '2019 q1')",0.9622046947479248
10642,FCX,2019 q1,1510,0.6513437389924769,SADIF Research,0.9958509090281392,Not a person,Sadif Analytics Prime,"('FCX', '2019 q1')",0.9626757502555847
10643,IFF,2019 q1,1510,0.9526283721913812,SADIF Research,0.9758387634279264,Not a person,Sadif Analytics Prime,"('IFF', '2019 q1')",0.8979530334472656
10644,PPG,2019 q1,1510,0.7938268755788611,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PPG', '2019 q1')",0.9779009819030762
10645,VMC,2019 q1,1510,0.9262090607735298,SADIF Research,0.9965904677961726,Not a person,Sadif Analytics Prime,"('VMC', '2019 q1')",0.9349559545516968
10646,APD,2019 q1,1510,0.7668377497866912,Mr. Donald D. Carson,0.7530485927495743,male,Susquehanna Financial Group LLLP,"('APD', '2019 q1')",0.0
10647,CF,2019 q1,1510,0.3542260455507934,Mr. Donald D. Carson,0.2763881035125727,male,Susquehanna Financial Group LLLP,"('CF', '2019 q1')",0.003834763541817665
10648,DD,2019 q1,1510,0.5355927860659677,Mr. Donald D. Carson,0.7030189955222929,male,Susquehanna Financial Group LLLP,"('DD', '2019 q1')",0.0
10649,FMC,2019 q1,1510,0.6859296765782632,Mr. Donald D. Carson,0.8264737626914298,male,Susquehanna Financial Group LLLP,"('FMC', '2019 q1')",0.0
10650,LYB,2019 q1,1510,0.5151234172049407,Mr. Donald D. Carson,0.658094945953804,male,Susquehanna Financial Group LLLP,"('LYB', '2019 q1')",0.0
10651,MOS,2019 q1,1510,0.5934691152619447,Mr. Donald D. Carson,0.4469084648603029,male,Susquehanna Financial Group LLLP,"('MOS', '2019 q1')",0.0
10652,PPG,2019 q1,1510,0.7938268755788611,Mr. Donald D. Carson,0.6842130891803279,male,Susquehanna Financial Group LLLP,"('PPG', '2019 q1')",0.0
10653,SHW,2019 q1,1510,0.7805486108021318,Mr. Donald D. Carson,0.7916685938454395,male,Susquehanna Financial Group LLLP,"('SHW', '2019 q1')",0.0
10654,APD,2019 q1,1510,0.7668377497866912,Krzysztof Smalec,0.7510702815632038,male,"Morningstar, Inc.","('APD', '2019 q1')",0.0
10655,LIN,2019 q1,1510,0.6909120427489912,Krzysztof Smalec,0.7509775471716462,male,"Morningstar, Inc.","('LIN', '2019 q1')",0.0
10656,APD,2019 q1,1510,0.7668377497866912,Mr. Raghav Bardalai,0.3792103145535478,male,Exane BNP Paribas,"('APD', '2019 q1')",0.0
10657,APD,2019 q1,1510,0.7668377497866912,Matthew Miller,0.7289557227872778,male,CFRA Equity Research,"('APD', '2019 q1')",0.0
10658,BLL,2019 q1,1510,0.7944329221432915,Matthew Miller,0.7848302445175396,male,CFRA Equity Research,"('BLL', '2019 q1')",0.0
10659,FCX,2019 q1,1510,0.6513437389924769,Matthew Miller,0.4781998533805419,male,CFRA Equity Research,"('FCX', '2019 q1')",0.0
10660,IFF,2019 q1,1510,0.9526283721913812,Matthew Miller,0.8834202887523287,male,CFRA Equity Research,"('IFF', '2019 q1')",0.0
10661,IP,2019 q1,1510,0.6195149984798198,Matthew Miller,0.4492321752559796,male,CFRA Equity Research,"('IP', '2019 q1')",0.0
10662,MLM,2019 q1,1510,0.7600669561532605,Matthew Miller,0.6910026791270326,male,CFRA Equity Research,"('MLM', '2019 q1')",0.0
10663,NEM,2019 q1,1510,0.6700242914399006,Matthew Miller,0.5046852232603577,male,CFRA Equity Research,"('NEM', '2019 q1')",0.0
10664,NUE,2019 q1,1510,0.6786345198514264,Matthew Miller,0.5116670435647749,male,CFRA Equity Research,"('NUE', '2019 q1')",0.0
10665,PKG,2019 q1,1510,0.7879134663626909,Matthew Miller,0.5958160019343887,male,CFRA Equity Research,"('PKG', '2019 q1')",0.0
10666,SEE,2019 q1,1510,0.8392689645763577,Matthew Miller,0.7686266106329842,male,CFRA Equity Research,"('SEE', '2019 q1')",0.0
10667,VMC,2019 q1,1510,0.9262090607735298,Matthew Miller,0.8196884653857518,male,CFRA Equity Research,"('VMC', '2019 q1')",0.0
10668,WRK,2019 q1,1510,0.7782401397599357,Matthew Miller,0.6853645580513236,male,CFRA Equity Research,"('WRK', '2019 q1')",0.0
10669,APD,2019 q1,1510,0.7668377497866912,Mr. Christopher S. Parkinson,0.4981623231072469,male,Credit Suisse,"('APD', '2019 q1')",0.0
10670,CF,2019 q1,1510,0.3542260455507934,Mr. Christopher S. Parkinson,0.2202364562490039,male,Credit Suisse,"('CF', '2019 q1')",0.0
10671,DD,2019 q1,1510,0.5355927860659677,Mr. Christopher S. Parkinson,0.1919085640008784,male,Credit Suisse,"('DD', '2019 q1')",0.0
10672,ECL,2019 q1,1510,0.8876997457429742,Mr. Christopher S. Parkinson,0.6558113928549957,male,Credit Suisse,"('ECL', '2019 q1')",0.0
10673,FMC,2019 q1,1510,0.6859296765782632,Mr. Christopher S. Parkinson,0.5171021306920837,male,Credit Suisse,"('FMC', '2019 q1')",0.0
10674,MOS,2019 q1,1510,0.5934691152619447,Mr. Christopher S. Parkinson,0.2009870651952661,male,Credit Suisse,"('MOS', '2019 q1')",0.0
10675,APD,2019 q1,1510,0.7668377497866912,Peter Clark,0.4595325488509683,male,Societe Generale,"('APD', '2019 q1')",0.0
10676,LIN,2019 q1,1510,0.6909120427489912,Peter Clark,0.5180543510142501,male,Societe Generale,"('LIN', '2019 q1')",0.0
10677,AVY,2019 q1,1510,0.7582736562457144,"Mr. Scott L. Gaffner, CFA",0.7145723371603053,male,Barclays,"('AVY', '2019 q1')",0.0
10678,BLL,2019 q1,1510,0.7944329221432915,"Mr. Scott L. Gaffner, CFA",0.8398014825842411,male,Barclays,"('BLL', '2019 q1')",0.0
10679,AVY,2019 q1,1510,0.7582736562457144,Mr. Lars F. Kjellberg,0.7067001833490455,male,Credit Suisse,"('AVY', '2019 q1')",0.0
10680,AVY,2019 q1,1510,0.7582736562457144,Charles Gross,0.7872439786161962,male,"Morningstar, Inc.","('AVY', '2019 q1')",0.0
10681,BLL,2019 q1,1510,0.7944329221432915,Charles Gross,0.7822327263519165,male,"Morningstar, Inc.","('BLL', '2019 q1')",0.0
10682,IP,2019 q1,1510,0.6195149984798198,Charles Gross,0.5069755839174312,male,"Morningstar, Inc.","('IP', '2019 q1')",0.0
10683,PKG,2019 q1,1510,0.7879134663626909,Charles Gross,0.6080090332211373,male,"Morningstar, Inc.","('PKG', '2019 q1')",0.0036728143071134887
10684,PPG,2019 q1,1510,0.7938268755788611,Charles Gross,0.7888709164997277,male,"Morningstar, Inc.","('PPG', '2019 q1')",0.0
10685,SEE,2019 q1,1510,0.8392689645763577,Charles Gross,0.8120696184069535,male,"Morningstar, Inc.","('SEE', '2019 q1')",0.0
10686,SHW,2019 q1,1510,0.7805486108021318,Charles Gross,0.8406884092083421,male,"Morningstar, Inc.","('SHW', '2019 q1')",0.005184518173336983
10687,WRK,2019 q1,1510,0.7782401397599357,Charles Gross,0.66647139304145,male,"Morningstar, Inc.","('WRK', '2019 q1')",0.0
10688,BLL,2019 q1,1510,0.7944329221432915,George L. Staphos,0.5241570560942798,male,BofA Global Research,"('BLL', '2019 q1')",0.0
10689,IP,2019 q1,1510,0.6195149984798198,George L. Staphos,0.4587736739049265,male,BofA Global Research,"('IP', '2019 q1')",0.01854170300066471
10690,PKG,2019 q1,1510,0.7879134663626909,George L. Staphos,0.6120719792063697,male,BofA Global Research,"('PKG', '2019 q1')",0.05675022304058075
10691,SEE,2019 q1,1510,0.8392689645763577,George L. Staphos,0.6914094934241624,male,BofA Global Research,"('SEE', '2019 q1')",0.03333333507180214
10692,WRK,2019 q1,1510,0.7782401397599357,George L. Staphos,0.5324467845089296,male,BofA Global Research,"('WRK', '2019 q1')",0.0
10693,BLL,2019 q1,1510,0.7944329221432915,"Ms. Jessica Alsford, CFA",0.7493797027408546,female,Morgan Stanley,"('BLL', '2019 q1')",0.0
10694,CE,2019 q1,1510,0.6929770443097247,Duffy Fischer,0.837048414785725,male,Barclays,"('CE', '2019 q1')",0.0
10695,DD,2019 q1,1510,0.5355927860659677,Duffy Fischer,0.5062330080019773,male,Barclays,"('DD', '2019 q1')",0.0
10696,PPG,2019 q1,1510,0.7938268755788611,Duffy Fischer,0.5675457219304267,male,Barclays,"('PPG', '2019 q1')",0.0
10697,CF,2019 q1,1510,0.3542260455507934,Andrew D. Wong,0.1392076450899447,male,RBC Capital Markets,"('CF', '2019 q1')",0.01666666753590107
10698,MOS,2019 q1,1510,0.5934691152619447,Andrew D. Wong,0.1992610805137242,male,RBC Capital Markets,"('MOS', '2019 q1')",0.0
10699,CF,2019 q1,1510,0.3542260455507934,"Steve Byrne, CFA",0.2743952789551785,male,BofA Global Research,"('CF', '2019 q1')",0.0
10700,DD,2019 q1,1510,0.5355927860659677,"Steve Byrne, CFA",0.3562195384969101,male,BofA Global Research,"('DD', '2019 q1')",0.0
10701,FMC,2019 q1,1510,0.6859296765782632,"Steve Byrne, CFA",0.4307321588241641,male,BofA Global Research,"('FMC', '2019 q1')",0.0
10702,LYB,2019 q1,1510,0.5151234172049407,"Steve Byrne, CFA",0.6277215865652386,male,BofA Global Research,"('LYB', '2019 q1')",0.03569720312952995
10703,MOS,2019 q1,1510,0.5934691152619447,"Steve Byrne, CFA",0.2938515203377487,male,BofA Global Research,"('MOS', '2019 q1')",0.0
10704,PPG,2019 q1,1510,0.7938268755788611,"Steve Byrne, CFA",0.4937322122292372,male,BofA Global Research,"('PPG', '2019 q1')",0.0
10705,SHW,2019 q1,1510,0.7805486108021318,"Steve Byrne, CFA",0.6068334452525529,male,BofA Global Research,"('SHW', '2019 q1')",0.0
10706,CF,2019 q1,1510,0.3542260455507934,Mr. Mark Connelly,0.2683151447987095,male,Stephens Inc.,"('CF', '2019 q1')",0.0
10707,DD,2019 q1,1510,0.5355927860659677,Mr. Mark Connelly,0.2586559855971573,male,Stephens Inc.,"('DD', '2019 q1')",0.024767042137682438
10708,FMC,2019 q1,1510,0.6859296765782632,Mr. Mark Connelly,0.6597593780807894,male,Stephens Inc.,"('FMC', '2019 q1')",0.09322817623615265
10709,IP,2019 q1,1510,0.6195149984798198,Mr. Mark Connelly,0.439769981967051,male,Stephens Inc.,"('IP', '2019 q1')",0.011338675394654274
10710,WRK,2019 q1,1510,0.7782401397599357,Mr. Mark Connelly,0.7436926057363453,male,Stephens Inc.,"('WRK', '2019 q1')",0.0
10711,DD,2019 q1,1510,0.5355927860659677,Credit Suisse Global Product Marketing,0.7037408795147552,Not a person,Credit Suisse,"('DD', '2019 q1')",0.0
10712,ECL,2019 q1,1510,0.8876997457429742,Credit Suisse Global Product Marketing,0.9409303271988616,Not a person,Credit Suisse,"('ECL', '2019 q1')",0.0
10713,MOS,2019 q1,1510,0.5934691152619447,Credit Suisse Global Product Marketing,0.696509108449656,Not a person,Credit Suisse,"('MOS', '2019 q1')",0.0
10714,NEM,2019 q1,1510,0.6700242914399006,Credit Suisse Global Product Marketing,0.6350715234658232,Not a person,Credit Suisse,"('NEM', '2019 q1')",0.011585324071347713
10715,NUE,2019 q1,1510,0.6786345198514264,Credit Suisse Global Product Marketing,0.7924893408505208,Not a person,Credit Suisse,"('NUE', '2019 q1')",0.012158703058958054
10716,ECL,2019 q1,1510,0.8876997457429742,"Mr. Gary E. Bisbee, CFA",0.6188412173861221,male,BofA Global Research,"('ECL', '2019 q1')",0.0
10717,ECL,2019 q1,1510,0.8876997457429742,Mr. Tim Mulrooney,0.5583447731989531,male,William Blair & Company,"('ECL', '2019 q1')",0.0
10718,ECL,2019 q1,1510,0.8876997457429742,"Chip Moore, CFA",0.5906812956315787,male,Canaccord Genuity,"('ECL', '2019 q1')",0.02417564671486616
10719,FCX,2019 q1,1510,0.6513437389924769,Piyush Sood,0.2049366736709261,male,Morgan Stanley,"('FCX', '2019 q1')",0.0
10720,FCX,2019 q1,1510,0.6513437389924769,"Mr. Curt R. Woodworth, CFA",0.2376627647899688,male,Credit Suisse,"('FCX', '2019 q1')",0.0
10721,NUE,2019 q1,1510,0.6786345198514264,"Mr. Curt R. Woodworth, CFA",0.283692101367932,male,Credit Suisse,"('NUE', '2019 q1')",0.005568559747189283
10722,FCX,2019 q1,1510,0.6513437389924769,"Orest Wowkodaw, CFA",0.2135946624742717,male,Scotiabank GBM,"('FCX', '2019 q1')",0.0
10723,FCX,2019 q1,1510,0.6513437389924769,Research Department,0.2701631908905673,Not a person,Trefis,"('FCX', '2019 q1')",0.0
10724,FCX,2019 q1,1510,0.6513437389924769,Mr. Oscar Cabrera,0.18506859379165,male,CIBC Capital Markets,"('FCX', '2019 q1')",0.016966143622994423
10725,FCX,2019 q1,1510,0.6513437389924769,"Christopher LaFemina, CFA",0.6253209266923654,male,Jefferies,"('FCX', '2019 q1')",0.0
10726,NEM,2019 q1,1510,0.6700242914399006,"Christopher LaFemina, CFA",0.5250113594904734,male,Jefferies,"('NEM', '2019 q1')",0.0
10727,FCX,2019 q1,1510,0.6513437389924769,Timna Tanners,0.2718567043029862,female,BofA Global Research,"('FCX', '2019 q1')",0.0
10728,NUE,2019 q1,1510,0.6786345198514264,Timna Tanners,0.4996099263087473,female,BofA Global Research,"('NUE', '2019 q1')",0.0
10729,FMC,2019 q1,1510,0.6859296765782632,"Rosemarie J. Morbelli, CFA",0.3600808371593005,female,Gabelli & Company,"('FMC', '2019 q1')",0.0
10730,SHW,2019 q1,1510,0.7805486108021318,"Rosemarie J. Morbelli, CFA",0.4061369394223585,female,Gabelli & Company,"('SHW', '2019 q1')",0.013228755444288254
10731,IFF,2019 q1,1510,0.9526283721913812,Mr. Andrew Lane,0.9029430081510834,male,"Morningstar, Inc.","('IFF', '2019 q1')",0.0
10732,NUE,2019 q1,1510,0.6786345198514264,Mr. Andrew Lane,0.5807364033545369,male,"Morningstar, Inc.","('NUE', '2019 q1')",0.0
10733,IFF,2019 q1,1510,0.9526283721913812,M. Matthias Cornu,0.8335372911268225,male,Exane BNP Paribas,"('IFF', '2019 q1')",0.0
10734,IFF,2019 q1,1510,0.9526283721913812,Ms. Faiza Alwy,0.9612309303037136,female,Deutsche Bank,"('IFF', '2019 q1')",0.0
10735,IFF,2019 q1,1510,0.9526283721913812,Ms. Lauren R. Lieberman,0.902271837917574,female,Barclays,"('IFF', '2019 q1')",0.0
10736,IP,2019 q1,1510,0.6195149984798198,Mr. Paul C. Quinn,0.3010270116717964,male,RBC Capital Markets,"('IP', '2019 q1')",0.0
10737,WRK,2019 q1,1510,0.7782401397599357,Mr. Paul C. Quinn,0.7043980724688027,male,RBC Capital Markets,"('WRK', '2019 q1')",0.03333333507180214
10738,LIN,2019 q1,1510,0.6909120427489912,"Hr. Martin Roediger, CEFA",0.6782069557150702,male,Kepler Cheuvreux,"('LIN', '2019 q1')",0.0
10739,LIN,2019 q1,1510,0.6909120427489912,Tim A. Jones,0.5719538927514832,male,Deutsche Bank,"('LIN', '2019 q1')",0.0
10740,MLM,2019 q1,1510,0.7600669561532605,Mr. Rohit Seth,0.7213043126152483,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2019 q1')",0.0
10741,MLM,2019 q1,1510,0.7600669561532605,Trey Grooms,0.5366294864938138,male,Stephens Inc.,"('MLM', '2019 q1')",0.0
10742,VMC,2019 q1,1510,0.9262090607735298,Trey Grooms,0.8399771711213253,male,Stephens Inc.,"('VMC', '2019 q1')",0.0
10743,MLM,2019 q1,1510,0.7600669561532605,"Nishu Sood, CFA",0.5323314966354834,male,Deutsche Bank,"('MLM', '2019 q1')",0.0
10744,SHW,2019 q1,1510,0.7805486108021318,"Nishu Sood, CFA",0.7871065392915952,male,Deutsche Bank,"('SHW', '2019 q1')",0.0
10745,VMC,2019 q1,1510,0.9262090607735298,"Nishu Sood, CFA",0.928686563027718,male,Deutsche Bank,"('VMC', '2019 q1')",0.0
10746,MLM,2019 q1,1510,0.7600669561532605,Mr. Kristoffer Inton,0.6226470827518455,male,"Morningstar, Inc.","('MLM', '2019 q1')",0.03333333507180214
10747,NEM,2019 q1,1510,0.6700242914399006,Mr. Kristoffer Inton,0.6112858071193754,male,"Morningstar, Inc.","('NEM', '2019 q1')",0.006666667014360428
10748,VMC,2019 q1,1510,0.9262090607735298,Mr. Kristoffer Inton,0.8721644710178788,male,"Morningstar, Inc.","('VMC', '2019 q1')",0.0
10749,MOS,2019 q1,1510,0.5934691152619447,Shanna Qiu,0.3281192273768227,female,BofA Global Research,"('MOS', '2019 q1')",0.028672782704234123
10750,MOS,2019 q1,1510,0.5934691152619447,Charles N. Neivert,0.2051386898095381,male,Cowen and Company,"('MOS', '2019 q1')",0.0
10751,MOS,2019 q1,1510,0.5934691152619447,"Ben Isaacson, MBA",0.6453254926057239,male,Scotiabank GBM,"('MOS', '2019 q1')",0.0
10752,NEM,2019 q1,1510,0.6700242914399006,Mr. Fahad Tariq,0.3174525300244261,male,Credit Suisse,"('NEM', '2019 q1')",0.01591227389872074
10753,NEM,2019 q1,1510,0.6700242914399006,"Ms. Anita P. Soni, CFA",0.3096938056311987,female,CIBC Capital Markets,"('NEM', '2019 q1')",0.015645373612642288
10754,NEM,2019 q1,1510,0.6700242914399006,"Mr. Brian T. MacArthur, CFA",0.6411701476248112,male,Raymond James Ltd. (Canada),"('NEM', '2019 q1')",0.0
10755,NEM,2019 q1,1510,0.6700242914399006,"Michael R. Jalonen, CFA",0.2814210736621436,male,BofA Global Research,"('NEM', '2019 q1')",0.0
10756,NUE,2019 q1,1510,0.6786345198514264,Mr. Tyler L. Kenyon,0.3140191364833804,male,Cowen and Company,"('NUE', '2019 q1')",0.0
10757,PKG,2019 q1,1510,0.7879134663626909,Ms. Debbie A. Jones,0.8182922434101116,female,Deutsche Bank,"('PKG', '2019 q1')",0.01853938028216362
10758,WRK,2019 q1,1510,0.7782401397599357,Ms. Debbie A. Jones,0.8733637477185864,female,Deutsche Bank,"('WRK', '2019 q1')",0.0
10759,PPG,2019 q1,1510,0.7938268755788611,"Mr. Kevin W. Hocevar, CFA",0.4555887631464696,male,Northcoast Research,"('PPG', '2019 q1')",0.012514485977590084
10760,SHW,2019 q1,1510,0.7805486108021318,"Charles E. Cerankosky, Jr",0.4941909471086009,male,Northcoast Research,"('SHW', '2019 q1')",0.025597029831260443
10761,SHW,2019 q1,1510,0.7805486108021318,Scott A. Mushkin,0.4449909234698904,male,Wolfe Research,"('SHW', '2019 q1')",0.0
10762,VMC,2019 q1,1510,0.9262090607735298,Michael Dahl,0.7185979297758507,male,RBC Capital Markets,"('VMC', '2019 q1')",0.0
10763,AMP,2018 q1,4020,0.5699893708962396,Ms. Catherine A. Seifert,0.6695318163982051,female,CFRA Equity Research,"('AMP', '2018 q1')",0.0
10764,BEN,2018 q1,4020,0.4463944259887112,Ms. Catherine A. Seifert,0.4972988773494152,female,CFRA Equity Research,"('BEN', '2018 q1')",0.0
10765,BRKa,2018 q1,4020,0.4476421021998266,Ms. Catherine A. Seifert,0.5767666396552908,female,CFRA Equity Research,"('BRKa', '2018 q1')",0.0
10766,ETFC,2018 q1,4020,0.5164578711270987,Ms. Catherine A. Seifert,0.6511228589919893,female,CFRA Equity Research,"('ETFC', '2018 q1')",0.0
10767,IVZ,2018 q1,4020,0.5289498088031661,Ms. Catherine A. Seifert,0.5609574052360091,female,CFRA Equity Research,"('IVZ', '2018 q1')",0.0
10768,NTRS,2018 q1,4020,0.6684330574076249,Ms. Catherine A. Seifert,0.7389404647083894,female,CFRA Equity Research,"('NTRS', '2018 q1')",0.0
10769,SCHW,2018 q1,4020,0.3943710442444731,Ms. Catherine A. Seifert,0.5763788620279425,female,CFRA Equity Research,"('SCHW', '2018 q1')",0.0
10770,TROW,2018 q1,4020,0.5912192013173008,Ms. Catherine A. Seifert,0.4967027306499907,female,CFRA Equity Research,"('TROW', '2018 q1')",0.0
10771,AMP,2018 q1,4020,0.5699893708962396,"Jay H. Gelb, CFA",0.889773520487295,male,Barclays,"('AMP', '2018 q1')",0.0
10772,BRKa,2018 q1,4020,0.4476421021998266,"Jay H. Gelb, CFA",0.2332710312645377,male,Barclays,"('BRKa', '2018 q1')",0.0
10773,AMP,2018 q1,4020,0.5699893708962396,Nigel Dally,0.3818021375768443,male,Morgan Stanley,"('AMP', '2018 q1')",0.0
10774,AMP,2018 q1,4020,0.5699893708962396,"Douglas R. Mewhirter, CFA",0.2817153405390933,male,SunTrust Robinson Humphrey Capital Markets,"('AMP', '2018 q1')",0.0
10775,ETFC,2018 q1,4020,0.5164578711270987,"Douglas R. Mewhirter, CFA",0.1766619991839235,male,SunTrust Robinson Humphrey Capital Markets,"('ETFC', '2018 q1')",0.0
10776,SCHW,2018 q1,4020,0.3943710442444731,"Douglas R. Mewhirter, CFA",0.2087106287995104,male,SunTrust Robinson Humphrey Capital Markets,"('SCHW', '2018 q1')",0.030351349463065464
10777,AMP,2018 q1,4020,0.5699893708962396,"Mark A. Dwelle, CFA",0.2088349984902631,male,RBC Capital Markets,"('AMP', '2018 q1')",0.0
10778,IVZ,2018 q1,4020,0.5289498088031661,"Mark A. Dwelle, CFA",0.1819819325752162,male,RBC Capital Markets,"('IVZ', '2018 q1')",0.0
10779,AMP,2018 q1,4020,0.5699893708962396,Mr. John B. Barnidge,0.273875744624151,male,Sandler O'Neill & Partners,"('AMP', '2018 q1')",0.0
10780,AMP,2018 q1,4020,0.5699893708962396,Mr. Thomas Gallagher,0.5001282629871167,male,EVERCORE ISI,"('AMP', '2018 q1')",0.0
10781,BEN,2018 q1,4020,0.4463944259887112,"Christopher M. Harris, CFA",0.2156257844372563,male,"Wells Fargo Securities, LLC","('BEN', '2018 q1')",0.02374475635588169
10782,CME,2018 q1,4020,0.6443832435130621,"Christopher M. Harris, CFA",0.2973858462673253,male,"Wells Fargo Securities, LLC","('CME', '2018 q1')",0.0
10783,ETFC,2018 q1,4020,0.5164578711270987,"Christopher M. Harris, CFA",0.1551636100870559,male,"Wells Fargo Securities, LLC","('ETFC', '2018 q1')",0.0
10784,ICE,2018 q1,4020,0.6087622318257155,"Christopher M. Harris, CFA",0.4014293640750437,male,"Wells Fargo Securities, LLC","('ICE', '2018 q1')",0.0
10785,IVZ,2018 q1,4020,0.5289498088031661,"Christopher M. Harris, CFA",0.2459691555157831,male,"Wells Fargo Securities, LLC","('IVZ', '2018 q1')",0.0
10786,NDAQ,2018 q1,4020,0.5485207047035285,"Christopher M. Harris, CFA",0.3276591364315585,male,"Wells Fargo Securities, LLC","('NDAQ', '2018 q1')",0.0
10787,RJF,2018 q1,4020,0.570381928031466,"Christopher M. Harris, CFA",0.3077910705450605,male,"Wells Fargo Securities, LLC","('RJF', '2018 q1')",0.036645207554101944
10788,SCHW,2018 q1,4020,0.3943710442444731,"Christopher M. Harris, CFA",0.269715302754151,male,"Wells Fargo Securities, LLC","('SCHW', '2018 q1')",0.0
10789,TROW,2018 q1,4020,0.5912192013173008,"Christopher M. Harris, CFA",0.2284577620198722,male,"Wells Fargo Securities, LLC","('TROW', '2018 q1')",0.0
10790,BEN,2018 q1,4020,0.4463944259887112,Mr. Greggory Warren,0.451302978620568,male,"Morningstar, Inc.","('BEN', '2018 q1')",0.0
10791,BRKa,2018 q1,4020,0.4476421021998266,Mr. Greggory Warren,0.4150168997253078,male,"Morningstar, Inc.","('BRKa', '2018 q1')",0.0
10792,IVZ,2018 q1,4020,0.5289498088031661,Mr. Greggory Warren,0.4932739588198227,male,"Morningstar, Inc.","('IVZ', '2018 q1')",0.0
10793,TROW,2018 q1,4020,0.5912192013173008,Mr. Greggory Warren,0.4209582215222197,male,"Morningstar, Inc.","('TROW', '2018 q1')",0.0
10794,BEN,2018 q1,4020,0.4463944259887112,"Mr. Michael J. Cyprys, CFA",0.2870796498321994,male,Morgan Stanley,"('BEN', '2018 q1')",0.0
10795,ETFC,2018 q1,4020,0.5164578711270987,"Mr. Michael J. Cyprys, CFA",0.3425395395734268,male,Morgan Stanley,"('ETFC', '2018 q1')",0.0
10796,TROW,2018 q1,4020,0.5912192013173008,"Mr. Michael J. Cyprys, CFA",0.2506369365142704,male,Morgan Stanley,"('TROW', '2018 q1')",0.0
10797,BEN,2018 q1,4020,0.4463944259887112,"Mr. Jeremy E. Campbell, CFA",0.4927107877229312,male,Barclays,"('BEN', '2018 q1')",0.0
10798,CME,2018 q1,4020,0.6443832435130621,"Mr. Jeremy E. Campbell, CFA",0.5383940044913276,male,Barclays,"('CME', '2018 q1')",0.0
10799,ETFC,2018 q1,4020,0.5164578711270987,"Mr. Jeremy E. Campbell, CFA",0.3621894894758832,male,Barclays,"('ETFC', '2018 q1')",0.0
10800,ICE,2018 q1,4020,0.6087622318257155,"Mr. Jeremy E. Campbell, CFA",0.5326125488908088,male,Barclays,"('ICE', '2018 q1')",0.0
10801,IVZ,2018 q1,4020,0.5289498088031661,"Mr. Jeremy E. Campbell, CFA",0.2646816659431625,male,Barclays,"('IVZ', '2018 q1')",0.0
10802,NDAQ,2018 q1,4020,0.5485207047035285,"Mr. Jeremy E. Campbell, CFA",0.3102540610714198,male,Barclays,"('NDAQ', '2018 q1')",0.006836998276412487
10803,SCHW,2018 q1,4020,0.3943710442444731,"Mr. Jeremy E. Campbell, CFA",0.1533048886074871,male,Barclays,"('SCHW', '2018 q1')",0.0
10804,BEN,2018 q1,4020,0.4463944259887112,"Mr. Craig W. Siegenthaler, CFA",0.2242343306413612,male,Credit Suisse,"('BEN', '2018 q1')",0.0
10805,ETFC,2018 q1,4020,0.5164578711270987,"Mr. Craig W. Siegenthaler, CFA",0.2078866890613329,male,Credit Suisse,"('ETFC', '2018 q1')",0.0
10806,RJF,2018 q1,4020,0.570381928031466,"Mr. Craig W. Siegenthaler, CFA",0.3768976066400994,male,Credit Suisse,"('RJF', '2018 q1')",0.0
10807,SCHW,2018 q1,4020,0.3943710442444731,"Mr. Craig W. Siegenthaler, CFA",0.2399203976793965,male,Credit Suisse,"('SCHW', '2018 q1')",0.0
10808,TROW,2018 q1,4020,0.5912192013173008,"Mr. Craig W. Siegenthaler, CFA",0.1666191801659372,male,Credit Suisse,"('TROW', '2018 q1')",0.0
10809,BRKa,2018 q1,4020,0.4476421021998266,Kai Pan,0.3660857582541499,male,Morgan Stanley,"('BRKa', '2018 q1')",0.0
10810,CME,2018 q1,4020,0.6443832435130621,"Michael R. Carrier, CFA",0.3834112833826314,male,BofA Global Research,"('CME', '2018 q1')",0.01666666753590107
10811,ETFC,2018 q1,4020,0.5164578711270987,"Michael R. Carrier, CFA",0.3175684822218582,male,BofA Global Research,"('ETFC', '2018 q1')",0.01666666753590107
10812,ICE,2018 q1,4020,0.6087622318257155,"Michael R. Carrier, CFA",0.4314937308874386,male,BofA Global Research,"('ICE', '2018 q1')",0.0
10813,IVZ,2018 q1,4020,0.5289498088031661,"Michael R. Carrier, CFA",0.3212783188836101,male,BofA Global Research,"('IVZ', '2018 q1')",0.0
10814,MS,2018 q1,4020,0.717029250128595,"Michael R. Carrier, CFA",0.5463358222754355,male,BofA Global Research,"('MS', '2018 q1')",0.0
10815,NDAQ,2018 q1,4020,0.5485207047035285,"Michael R. Carrier, CFA",0.3874388816148992,male,BofA Global Research,"('NDAQ', '2018 q1')",0.0
10816,NTRS,2018 q1,4020,0.6684330574076249,"Michael R. Carrier, CFA",0.4376187619915098,male,BofA Global Research,"('NTRS', '2018 q1')",0.022878386080265045
10817,SCHW,2018 q1,4020,0.3943710442444731,"Michael R. Carrier, CFA",0.3339935912401684,male,BofA Global Research,"('SCHW', '2018 q1')",0.02356131561100483
10818,TROW,2018 q1,4020,0.5912192013173008,"Michael R. Carrier, CFA",0.5652985462173652,male,BofA Global Research,"('TROW', '2018 q1')",0.0
10819,CME,2018 q1,4020,0.6443832435130621,"Brian B. Bedell, CFA",0.8440883315588434,male,Deutsche Bank,"('CME', '2018 q1')",0.0
10820,ETFC,2018 q1,4020,0.5164578711270987,"Brian B. Bedell, CFA",0.8399235835453237,male,Deutsche Bank,"('ETFC', '2018 q1')",0.0
10821,NTRS,2018 q1,4020,0.6684330574076249,"Brian B. Bedell, CFA",0.8356089304771205,male,Deutsche Bank,"('NTRS', '2018 q1')",0.0
10822,CME,2018 q1,4020,0.6443832435130621,Chris Kuiper,0.4697534670520972,male,CFRA Equity Research,"('CME', '2018 q1')",0.0
10823,COF,2018 q1,4020,0.2509045805041043,Chris Kuiper,0.5155398112839674,male,CFRA Equity Research,"('COF', '2018 q1')",0.0
10824,DFS,2018 q1,4020,0.4470773608716014,Chris Kuiper,0.5987531814931488,male,CFRA Equity Research,"('DFS', '2018 q1')",0.0
10825,ICE,2018 q1,4020,0.6087622318257155,Chris Kuiper,0.4913635485465129,male,CFRA Equity Research,"('ICE', '2018 q1')",0.0
10826,MCO,2018 q1,4020,0.3739413495500111,Chris Kuiper,0.4596400663507921,male,CFRA Equity Research,"('MCO', '2018 q1')",0.0
10827,MSCI,2018 q1,4020,0.5058782986663157,Chris Kuiper,0.4758430659172863,male,CFRA Equity Research,"('MSCI', '2018 q1')",0.0
10828,NDAQ,2018 q1,4020,0.5485207047035285,Chris Kuiper,0.4259662443735915,male,CFRA Equity Research,"('NDAQ', '2018 q1')",0.0
10829,SYF,2018 q1,4020,0.6568526873902376,Chris Kuiper,0.644655992763059,male,CFRA Equity Research,"('SYF', '2018 q1')",0.0
10830,CME,2018 q1,4020,0.6443832435130621,CFRA Research,0.3832684719696132,Not a person,CFRA Equity Research,"('CME', '2018 q1')",0.0
10831,ICE,2018 q1,4020,0.6087622318257155,CFRA Research,0.4595422640297903,Not a person,CFRA Equity Research,"('ICE', '2018 q1')",0.0
10832,MCO,2018 q1,4020,0.3739413495500111,CFRA Research,0.4508256921250433,Not a person,CFRA Equity Research,"('MCO', '2018 q1')",0.0
10833,MSCI,2018 q1,4020,0.5058782986663157,CFRA Research,0.4527386662656888,Not a person,CFRA Equity Research,"('MSCI', '2018 q1')",0.0
10834,NDAQ,2018 q1,4020,0.5485207047035285,CFRA Research,0.3891159639213717,Not a person,CFRA Equity Research,"('NDAQ', '2018 q1')",0.0
10835,CME,2018 q1,4020,0.6443832435130621,Colin Plunkett,0.6159681669552072,male,"Morningstar, Inc.","('CME', '2018 q1')",0.0
10836,MSCI,2018 q1,4020,0.5058782986663157,Colin Plunkett,0.5291078524311772,male,"Morningstar, Inc.","('MSCI', '2018 q1')",0.0
10837,SPGI,2018 q1,4020,0.8006817262566805,Colin Plunkett,0.7971594522404003,male,"Morningstar, Inc.","('SPGI', '2018 q1')",0.0
10838,SYF,2018 q1,4020,0.6568526873902376,Colin Plunkett,0.4805435187552575,male,"Morningstar, Inc.","('SYF', '2018 q1')",0.0
10839,CME,2018 q1,4020,0.6443832435130621,Daniel T. Fannon,0.2810258819174966,male,Jefferies,"('CME', '2018 q1')",0.0
10840,ETFC,2018 q1,4020,0.5164578711270987,Daniel T. Fannon,0.2597574940168075,male,Jefferies,"('ETFC', '2018 q1')",0.0
10841,SCHW,2018 q1,4020,0.3943710442444731,Daniel T. Fannon,0.301723970208726,male,Jefferies,"('SCHW', '2018 q1')",0.0
10842,CME,2018 q1,4020,0.6443832435130621,"Richard H. Repetto, CFA",0.2884435869823533,male,Sandler O'Neill & Partners,"('CME', '2018 q1')",0.0
10843,ETFC,2018 q1,4020,0.5164578711270987,"Richard H. Repetto, CFA",0.4321353630871804,male,Sandler O'Neill & Partners,"('ETFC', '2018 q1')",0.008333333767950535
10844,SCHW,2018 q1,4020,0.3943710442444731,"Richard H. Repetto, CFA",0.25067002508922,male,Sandler O'Neill & Partners,"('SCHW', '2018 q1')",0.0
10845,CME,2018 q1,4020,0.6443832435130621,Charles Bendit,0.2810080970448161,male,Berenberg,"('CME', '2018 q1')",0.0
10846,CME,2018 q1,4020,0.6443832435130621,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CME', '2018 q1')",0.97846519947052
10847,IVZ,2018 q1,4020,0.5289498088031661,SADIF Research,0.9770492820446264,Not a person,Sadif Analytics Prime,"('IVZ', '2018 q1')",0.950886607170105
10848,TROW,2018 q1,4020,0.5912192013173008,SADIF Research,0.9429025495914012,Not a person,Sadif Analytics Prime,"('TROW', '2018 q1')",0.9206558465957642
10849,COF,2018 q1,4020,0.2509045805041043,Mark Drucker,0.1356002822965009,male,Jefferies,"('COF', '2018 q1')",0.0
10850,COF,2018 q1,4020,0.2509045805041043,Mr. Kevin J. Barker,0.052536950477842,male,Piper Sandler Companies,"('COF', '2018 q1')",0.0
10851,COF,2018 q1,4020,0.2509045805041043,"Jason M. Arnold, CFA",0.1037529982462445,male,RBC Capital Markets,"('COF', '2018 q1')",0.0
10852,DFS,2018 q1,4020,0.4470773608716014,"Jason M. Arnold, CFA",0.10666807342661,male,RBC Capital Markets,"('DFS', '2018 q1')",0.015451380982995033
10853,COF,2018 q1,4020,0.2509045805041043,Mr. Henry J. Coffey,0.3470444369484217,male,Wedbush Securities Inc.,"('COF', '2018 q1')",0.0
10854,SYF,2018 q1,4020,0.6568526873902376,Mr. Henry J. Coffey,0.4208795068841999,male,Wedbush Securities Inc.,"('SYF', '2018 q1')",0.0
10855,COF,2018 q1,4020,0.2509045805041043,"Mr. Christopher R. Donat, CFA",0.1463097871792484,male,Sandler O'Neill & Partners,"('COF', '2018 q1')",0.0
10856,DFS,2018 q1,4020,0.4470773608716014,"Mr. Christopher R. Donat, CFA",0.2319031549142797,male,Sandler O'Neill & Partners,"('DFS', '2018 q1')",0.011111111690600714
10857,COF,2018 q1,4020,0.2509045805041043,Mr. Moshe Orenbuch,0.1162803171790915,male,Credit Suisse,"('COF', '2018 q1')",0.0
10858,DFS,2018 q1,4020,0.4470773608716014,Mr. Moshe Orenbuch,0.1113278564122823,male,Credit Suisse,"('DFS', '2018 q1')",0.0
10859,SYF,2018 q1,4020,0.6568526873902376,Mr. Moshe Orenbuch,0.3127280430268109,male,Credit Suisse,"('SYF', '2018 q1')",0.0
10860,COF,2018 q1,4020,0.2509045805041043,"Mr. Jason M. Goldberg, CFA",0.0769249139505929,male,Barclays,"('COF', '2018 q1')",0.0
10861,GS,2018 q1,4020,0.5403954944783114,"Mr. Jason M. Goldberg, CFA",0.2232213354769845,male,Barclays,"('GS', '2018 q1')",0.0
10862,COF,2018 q1,4020,0.2509045805041043,Mr. John Pancari,0.0429937251825418,male,EVERCORE ISI,"('COF', '2018 q1')",0.0
10863,DFS,2018 q1,4020,0.4470773608716014,Mr. John Pancari,0.0823733908733462,male,EVERCORE ISI,"('DFS', '2018 q1')",0.0
10864,COF,2018 q1,4020,0.2509045805041043,"Mr. Ben C. Chittenden, CFA",0.1327201534411193,male,"Oppenheimer & Co., Inc.","('COF', '2018 q1')",0.0
10865,DFS,2018 q1,4020,0.4470773608716014,"Mr. Ben C. Chittenden, CFA",0.1040521604842507,male,"Oppenheimer & Co., Inc.","('DFS', '2018 q1')",0.0
10866,DFS,2018 q1,4020,0.4470773608716014,"Mr. Vincent A. Caintic, CFA",0.2351876156570984,male,Stephens Inc.,"('DFS', '2018 q1')",0.0
10867,DFS,2018 q1,4020,0.4470773608716014,Mark C. DeVries,0.1350114937150314,male,Barclays,"('DFS', '2018 q1')",0.0
10868,SYF,2018 q1,4020,0.6568526873902376,Mark C. DeVries,0.3260113603576633,male,Barclays,"('SYF', '2018 q1')",0.0
10869,DFS,2018 q1,4020,0.4470773608716014,Mr. Robert P. Napoli,0.0768745294013006,male,William Blair & Company,"('DFS', '2018 q1')",0.0
10870,DFS,2018 q1,4020,0.4470773608716014,Mr. Kenneth M. Bruce,0.114146683358742,male,BofA Global Research,"('DFS', '2018 q1')",0.014872351661324501
10871,SYF,2018 q1,4020,0.6568526873902376,Mr. Kenneth M. Bruce,0.6798675416610306,male,BofA Global Research,"('SYF', '2018 q1')",0.03333333507180214
10872,DFS,2018 q1,4020,0.4470773608716014,Mr. James E. Friedman,0.7110348906913988,male,Susquehanna Financial Group LLLP,"('DFS', '2018 q1')",0.0
10873,SPGI,2018 q1,4020,0.8006817262566805,Mr. James E. Friedman,0.8246104648413447,male,Susquehanna Financial Group LLLP,"('SPGI', '2018 q1')",0.018109425902366638
10874,SYF,2018 q1,4020,0.6568526873902376,Mr. James E. Friedman,0.7835809582650902,male,Susquehanna Financial Group LLLP,"('SYF', '2018 q1')",0.0
10875,DFS,2018 q1,4020,0.4470773608716014,Mr. Jim Sinegal,0.518342743065987,male,"Morningstar, Inc.","('DFS', '2018 q1')",0.0
10876,DFS,2018 q1,4020,0.4470773608716014,David M. Scharf,0.1433887725114096,male,JMP Securities,"('DFS', '2018 q1')",0.0
10877,SYF,2018 q1,4020,0.6568526873902376,David M. Scharf,0.4176531065828635,male,JMP Securities,"('SYF', '2018 q1')",0.0
10878,DFS,2018 q1,4020,0.4470773608716014,Credit Suisse Global Product Marketing,0.959490147733686,Not a person,Credit Suisse,"('DFS', '2018 q1')",0.0
10879,RJF,2018 q1,4020,0.570381928031466,Credit Suisse Global Product Marketing,0.8428137658924847,Not a person,Credit Suisse,"('RJF', '2018 q1')",0.0
10880,TROW,2018 q1,4020,0.5912192013173008,Credit Suisse Global Product Marketing,0.947482173507887,Not a person,Credit Suisse,"('TROW', '2018 q1')",0.0
10881,ETFC,2018 q1,4020,0.5164578711270987,Research Department,0.3315530053196666,Not a person,Trefis,"('ETFC', '2018 q1')",0.0
10882,GS,2018 q1,4020,0.5403954944783114,"Mr. Kenneth M. Leon, CPA",0.7369364631821349,male,CFRA Equity Research,"('GS', '2018 q1')",0.0
10883,MS,2018 q1,4020,0.717029250128595,"Mr. Kenneth M. Leon, CPA",0.8927176939666874,male,CFRA Equity Research,"('MS', '2018 q1')",0.0
10884,GS,2018 q1,4020,0.5403954944783114,Chris M. Kotowski,0.3118121353288832,male,"Oppenheimer & Co., Inc.","('GS', '2018 q1')",0.0
10885,GS,2018 q1,4020,0.5403954944783114,Mr. Jeffery J. Harte,0.3124200481109871,male,Sandler O'Neill & Partners,"('GS', '2018 q1')",0.0
10886,MS,2018 q1,4020,0.717029250128595,Mr. Jeffery J. Harte,0.464313565260782,male,Sandler O'Neill & Partners,"('MS', '2018 q1')",0.0
10887,NTRS,2018 q1,4020,0.6684330574076249,Mr. Jeffery J. Harte,0.3931375056138071,male,Sandler O'Neill & Partners,"('NTRS', '2018 q1')",0.0
10888,GS,2018 q1,4020,0.5403954944783114,Mr. Andrew Lim,0.9092208440205468,male,Societe Generale,"('GS', '2018 q1')",0.0
10889,MS,2018 q1,4020,0.717029250128595,Mr. Andrew Lim,0.8903424775981029,male,Societe Generale,"('MS', '2018 q1')",0.0
10890,GS,2018 q1,4020,0.5403954944783114,"Mr. Glenn P. Schorr, CFA",0.2354563942182377,male,EVERCORE ISI,"('GS', '2018 q1')",0.0
10891,IVZ,2018 q1,4020,0.5289498088031661,"Mr. Glenn P. Schorr, CFA",0.1950297292193126,male,EVERCORE ISI,"('IVZ', '2018 q1')",0.0
10892,NTRS,2018 q1,4020,0.6684330574076249,"Mr. Glenn P. Schorr, CFA",0.2982455150138274,male,EVERCORE ISI,"('NTRS', '2018 q1')",0.0
10893,TROW,2018 q1,4020,0.5912192013173008,"Mr. Glenn P. Schorr, CFA",0.1745673759946573,male,EVERCORE ISI,"('TROW', '2018 q1')",0.015016037970781326
10894,GS,2018 q1,4020,0.5403954944783114,Gerard S. Cassidy,0.2437622839026758,male,RBC Capital Markets,"('GS', '2018 q1')",0.0
10895,MS,2018 q1,4020,0.717029250128595,Gerard S. Cassidy,0.3841769528327176,male,RBC Capital Markets,"('MS', '2018 q1')",0.0
10896,NTRS,2018 q1,4020,0.6684330574076249,Gerard S. Cassidy,0.3739702638974942,male,RBC Capital Markets,"('NTRS', '2018 q1')",0.0
10897,STT,2018 q1,4020,0.0,Gerard S. Cassidy,,male,RBC Capital Markets,"('STT', '2018 q1')",0.0
10898,GS,2018 q1,4020,0.5403954944783114,James F. Mitchell,0.3589619611321468,male,The Buckingham Research Group,"('GS', '2018 q1')",0.0
10899,RJF,2018 q1,4020,0.570381928031466,James F. Mitchell,0.3242817612298636,male,The Buckingham Research Group,"('RJF', '2018 q1')",0.0
10900,ICE,2018 q1,4020,0.6087622318257155,"Mr. Michael Wong, CFA",0.7562827549836678,male,"Morningstar, Inc.","('ICE', '2018 q1')",0.003992150227228801
10901,NDAQ,2018 q1,4020,0.5485207047035285,"Mr. Michael Wong, CFA",0.6706844411737141,male,"Morningstar, Inc.","('NDAQ', '2018 q1')",0.021996259689331055
10902,MCO,2018 q1,4020,0.3739413495500111,"Mr. Alex Kramm, CFA",0.1091495563760143,male,UBS Equities,"('MCO', '2018 q1')",0.0
10903,MCO,2018 q1,4020,0.3739413495500111,"Peter P. Appert, CFA",0.3039362001784556,male,Piper Sandler Companies,"('MCO', '2018 q1')",0.0
10904,MCO,2018 q1,4020,0.3739413495500111,Mr. Jeffrey M. Silber,0.1711671251794097,male,BMO Capital Markets,"('MCO', '2018 q1')",0.0
10905,MCO,2018 q1,4020,0.3739413495500111,Ms. Toni M. Kaplan,0.1766239925589892,female,Morgan Stanley,"('MCO', '2018 q1')",0.0
10906,MSCI,2018 q1,4020,0.5058782986663157,Ms. Toni M. Kaplan,0.3574114979283772,female,Morgan Stanley,"('MSCI', '2018 q1')",0.045198164880275726
10907,MCO,2018 q1,4020,0.3739413495500111,"Mr Anjaneya K. Singh, CFA",0.2046101287155273,male,Credit Suisse,"('MCO', '2018 q1')",0.0
10908,MSCI,2018 q1,4020,0.5058782986663157,"Mr Anjaneya K. Singh, CFA",0.3369743913248342,male,Credit Suisse,"('MSCI', '2018 q1')",0.0
10909,SPGI,2018 q1,4020,0.8006817262566805,"Mr Anjaneya K. Singh, CFA",0.7202591413976004,male,Credit Suisse,"('SPGI', '2018 q1')",0.0
10910,MCO,2018 q1,4020,0.3739413495500111,Manav S. Patnaik,0.3110391343100705,male,Barclays,"('MCO', '2018 q1')",0.0
10911,MSCI,2018 q1,4020,0.5058782986663157,Manav S. Patnaik,0.4840331892725715,male,Barclays,"('MSCI', '2018 q1')",0.0
10912,MKTX,2018 q1,4020,0.0,"Mr. Chris Shutler, CFA",,male,William Blair & Company,"('MKTX', '2018 q1')",0.0
10913,MSCI,2018 q1,4020,0.5058782986663157,"Mr. Chris Shutler, CFA",0.2529530180292917,male,William Blair & Company,"('MSCI', '2018 q1')",0.0
10914,TROW,2018 q1,4020,0.5912192013173008,"Mr. Chris Shutler, CFA",0.2360044741513291,male,William Blair & Company,"('TROW', '2018 q1')",0.0
10915,MS,2018 q1,4020,0.717029250128595,Ms. Susan Roth Katzke,0.5921552454265255,female,Credit Suisse,"('MS', '2018 q1')",0.0
10916,NTRS,2018 q1,4020,0.6684330574076249,Ms. Susan Roth Katzke,0.5158024520484533,female,Credit Suisse,"('NTRS', '2018 q1')",0.049331046640872955
10917,MSCI,2018 q1,4020,0.5058782986663157,"Keith M. Housum, CPA",0.2149790553282875,male,Northcoast Research,"('MSCI', '2018 q1')",0.0
10918,NDAQ,2018 q1,4020,0.5485207047035285,Ms. Shejal Ajmera,0.5694346870037066,female,Crispidea,"('NDAQ', '2018 q1')",0.0
10919,NTRS,2018 q1,4020,0.6684330574076249,Eric Compton,0.7752320453497764,male,"Morningstar, Inc.","('NTRS', '2018 q1')",0.0
10920,RJF,2018 q1,4020,0.570381928031466,Jack Hampson,0.6125978986137276,male,CFRA Equity Research,"('RJF', '2018 q1')",0.0
10921,SYF,2018 q1,4020,0.6568526873902376,Mr. Ashish Sabadra,0.805085221271223,male,Deutsche Bank,"('SYF', '2018 q1')",0.0
10922,SYF,2018 q1,4020,0.6568526873902376,Mr. Mark Palmer,0.2612404451669547,male,BTIG,"('SYF', '2018 q1')",0.0
10923,AMP,2018 q2,4020,0.4435364522243042,Mr. Thomas Gallagher,0.5945494256890506,male,EVERCORE ISI,"('AMP', '2018 q2')",0.0
10924,AMP,2018 q2,4020,0.4435364522243042,Nigel Dally,0.2886200198145288,male,Morgan Stanley,"('AMP', '2018 q2')",0.0
10925,AMP,2018 q2,4020,0.4435364522243042,"Mark A. Dwelle, CFA",0.1517526423961387,male,RBC Capital Markets,"('AMP', '2018 q2')",0.0
10926,IVZ,2018 q2,4020,0.389275489341096,"Mark A. Dwelle, CFA",0.1416808994656226,male,RBC Capital Markets,"('IVZ', '2018 q2')",0.0
10927,AMP,2018 q2,4020,0.4435364522243042,"Jay H. Gelb, CFA",0.2965529774082181,male,Barclays,"('AMP', '2018 q2')",0.0
10928,BRKa,2018 q2,4020,0.4624809692967154,"Jay H. Gelb, CFA",0.3230505949422824,male,Barclays,"('BRKa', '2018 q2')",0.0
10929,AMP,2018 q2,4020,0.4435364522243042,Mr. John B. Barnidge,0.2435587599429344,male,Sandler O'Neill & Partners,"('AMP', '2018 q2')",0.0
10930,AMP,2018 q2,4020,0.4435364522243042,Ms. Catherine A. Seifert,0.6196856923649889,female,CFRA Equity Research,"('AMP', '2018 q2')",0.0
10931,BEN,2018 q2,4020,0.749759811475793,Ms. Catherine A. Seifert,0.6791913408696916,female,CFRA Equity Research,"('BEN', '2018 q2')",0.0
10932,BRKa,2018 q2,4020,0.4624809692967154,Ms. Catherine A. Seifert,0.5758778725543608,female,CFRA Equity Research,"('BRKa', '2018 q2')",0.0
10933,ETFC,2018 q2,4020,0.611208295143636,Ms. Catherine A. Seifert,0.7248053453234482,female,CFRA Equity Research,"('ETFC', '2018 q2')",0.0
10934,IVZ,2018 q2,4020,0.389275489341096,Ms. Catherine A. Seifert,0.4815504546488902,female,CFRA Equity Research,"('IVZ', '2018 q2')",0.0
10935,NTRS,2018 q2,4020,0.6053801140888475,Ms. Catherine A. Seifert,0.6226848389684901,female,CFRA Equity Research,"('NTRS', '2018 q2')",0.0
10936,SCHW,2018 q2,4020,0.6276959763322165,Ms. Catherine A. Seifert,0.5638188511411864,female,CFRA Equity Research,"('SCHW', '2018 q2')",0.0
10937,TROW,2018 q2,4020,0.3197766277789152,Ms. Catherine A. Seifert,0.4714514881841357,female,CFRA Equity Research,"('TROW', '2018 q2')",0.0
10938,AMP,2018 q2,4020,0.4435364522243042,"Douglas R. Mewhirter, CFA",0.2037950602682629,male,SunTrust Robinson Humphrey Capital Markets,"('AMP', '2018 q2')",0.0
10939,BEN,2018 q2,4020,0.749759811475793,"Michael R. Carrier, CFA",0.6527988681818631,male,BofA Global Research,"('BEN', '2018 q2')",0.0
10940,ETFC,2018 q2,4020,0.611208295143636,"Michael R. Carrier, CFA",0.3388714870111989,male,BofA Global Research,"('ETFC', '2018 q2')",0.0
10941,GS,2018 q2,4020,0.7573561175279054,"Michael R. Carrier, CFA",0.6295370057699261,male,BofA Global Research,"('GS', '2018 q2')",0.03333333507180214
10942,ICE,2018 q2,4020,0.5112578912567589,"Michael R. Carrier, CFA",0.3551995940218317,male,BofA Global Research,"('ICE', '2018 q2')",0.0
10943,IVZ,2018 q2,4020,0.389275489341096,"Michael R. Carrier, CFA",0.3964918223864725,male,BofA Global Research,"('IVZ', '2018 q2')",0.0
10944,MS,2018 q2,4020,0.6780085663461657,"Michael R. Carrier, CFA",0.4419474824411148,male,BofA Global Research,"('MS', '2018 q2')",0.0
10945,NDAQ,2018 q2,4020,0.6623996748561505,"Michael R. Carrier, CFA",0.5892000028317901,male,BofA Global Research,"('NDAQ', '2018 q2')",0.0
10946,NTRS,2018 q2,4020,0.6053801140888475,"Michael R. Carrier, CFA",0.3860525227258084,male,BofA Global Research,"('NTRS', '2018 q2')",0.0
10947,TROW,2018 q2,4020,0.3197766277789152,"Michael R. Carrier, CFA",0.2305904052509249,male,BofA Global Research,"('TROW', '2018 q2')",0.0
10948,BEN,2018 q2,4020,0.749759811475793,"Christopher M. Harris, CFA",0.495311392385435,male,"Wells Fargo Securities, LLC","('BEN', '2018 q2')",0.0
10949,CME,2018 q2,4020,0.6949684992794638,"Christopher M. Harris, CFA",0.3642812829874655,male,"Wells Fargo Securities, LLC","('CME', '2018 q2')",0.0
10950,ETFC,2018 q2,4020,0.611208295143636,"Christopher M. Harris, CFA",0.2823173318982641,male,"Wells Fargo Securities, LLC","('ETFC', '2018 q2')",0.0
10951,ICE,2018 q2,4020,0.5112578912567589,"Christopher M. Harris, CFA",0.2871556948959936,male,"Wells Fargo Securities, LLC","('ICE', '2018 q2')",0.0
10952,IVZ,2018 q2,4020,0.389275489341096,"Christopher M. Harris, CFA",0.1895467396547278,male,"Wells Fargo Securities, LLC","('IVZ', '2018 q2')",0.0
10953,NDAQ,2018 q2,4020,0.6623996748561505,"Christopher M. Harris, CFA",0.4587387901794713,male,"Wells Fargo Securities, LLC","('NDAQ', '2018 q2')",0.0
10954,RJF,2018 q2,4020,0.6064651534239658,"Christopher M. Harris, CFA",0.4943262056922053,male,"Wells Fargo Securities, LLC","('RJF', '2018 q2')",0.035537298768758774
10955,SCHW,2018 q2,4020,0.6276959763322165,"Christopher M. Harris, CFA",0.2533376293478941,male,"Wells Fargo Securities, LLC","('SCHW', '2018 q2')",0.0
10956,TROW,2018 q2,4020,0.3197766277789152,"Christopher M. Harris, CFA",0.1481980036750791,male,"Wells Fargo Securities, LLC","('TROW', '2018 q2')",0.0
10957,BEN,2018 q2,4020,0.749759811475793,Mr. Greggory Warren,0.622874196209778,male,"Morningstar, Inc.","('BEN', '2018 q2')",0.0
10958,BRKa,2018 q2,4020,0.4624809692967154,Mr. Greggory Warren,0.4040398743195432,male,"Morningstar, Inc.","('BRKa', '2018 q2')",0.011111111690600714
10959,IVZ,2018 q2,4020,0.389275489341096,Mr. Greggory Warren,0.4203486985414437,male,"Morningstar, Inc.","('IVZ', '2018 q2')",0.0
10960,BEN,2018 q2,4020,0.749759811475793,SADIF Research,0.9690866936071306,Not a person,Sadif Analytics Prime,"('BEN', '2018 q2')",0.9388797879219055
10961,CME,2018 q2,4020,0.6949684992794638,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CME', '2018 q2')",0.9751164317131042
10962,GS,2018 q2,4020,0.7573561175279054,SADIF Research,0.976772625669552,Not a person,Sadif Analytics Prime,"('GS', '2018 q2')",0.9779008626937866
10963,MKTX,2018 q2,4020,0.7159253412142519,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MKTX', '2018 q2')",0.9734659194946289
10964,MS,2018 q2,4020,0.6780085663461657,SADIF Research,0.9897921270153378,Not a person,Sadif Analytics Prime,"('MS', '2018 q2')",0.9785436689853668
10965,SCHW,2018 q2,4020,0.6276959763322165,SADIF Research,0.943651710973658,Not a person,Sadif Analytics Prime,"('SCHW', '2018 q2')",0.9088221788406372
10966,SPGI,2018 q2,4020,0.0,SADIF Research,,Not a person,Sadif Analytics Prime,"('SPGI', '2018 q2')",0.9441372156143188
10967,CME,2018 q2,4020,0.6949684992794638,"Brian B. Bedell, CFA",0.8509478248603095,male,Deutsche Bank,"('CME', '2018 q2')",0.0
10968,ETFC,2018 q2,4020,0.611208295143636,"Brian B. Bedell, CFA",0.846394272579308,male,Deutsche Bank,"('ETFC', '2018 q2')",0.0
10969,ICE,2018 q2,4020,0.5112578912567589,"Brian B. Bedell, CFA",0.510064010901543,male,Deutsche Bank,"('ICE', '2018 q2')",0.0
10970,NTRS,2018 q2,4020,0.6053801140888475,"Brian B. Bedell, CFA",0.8382883793333379,male,Deutsche Bank,"('NTRS', '2018 q2')",0.0
10971,CME,2018 q2,4020,0.6949684992794638,CFRA Research,0.5813325279900595,Not a person,CFRA Equity Research,"('CME', '2018 q2')",0.0
10972,COF,2018 q2,4020,0.4449529152774066,CFRA Research,0.5003682203658383,Not a person,CFRA Equity Research,"('COF', '2018 q2')",0.0
10973,DFS,2018 q2,4020,0.4543518148507272,CFRA Research,0.5567891103312647,Not a person,CFRA Equity Research,"('DFS', '2018 q2')",0.0
10974,ICE,2018 q2,4020,0.5112578912567589,CFRA Research,0.5039086856549636,Not a person,CFRA Equity Research,"('ICE', '2018 q2')",0.0
10975,MCO,2018 q2,4020,0.397992992552496,CFRA Research,0.5782420984457964,Not a person,CFRA Equity Research,"('MCO', '2018 q2')",0.0
10976,MSCI,2018 q2,4020,0.5031714610293005,CFRA Research,0.4060596392928255,Not a person,CFRA Equity Research,"('MSCI', '2018 q2')",0.0
10977,NDAQ,2018 q2,4020,0.6623996748561505,CFRA Research,0.649923073703803,Not a person,CFRA Equity Research,"('NDAQ', '2018 q2')",0.0
10978,SYF,2018 q2,4020,0.5739447157133828,CFRA Research,0.5682831688256821,Not a person,CFRA Equity Research,"('SYF', '2018 q2')",0.0
10979,CME,2018 q2,4020,0.6949684992794638,"Richard H. Repetto, CFA",0.4015256624383407,male,Sandler O'Neill & Partners,"('CME', '2018 q2')",0.0
10980,ETFC,2018 q2,4020,0.611208295143636,"Richard H. Repetto, CFA",0.2585388871068205,male,Sandler O'Neill & Partners,"('ETFC', '2018 q2')",0.0
10981,CME,2018 q2,4020,0.6949684992794638,Daniel T. Fannon,0.4113573716598816,male,Jefferies,"('CME', '2018 q2')",0.0
10982,ETFC,2018 q2,4020,0.611208295143636,Daniel T. Fannon,0.2569337515479841,male,Jefferies,"('ETFC', '2018 q2')",0.005648881196975708
10983,SCHW,2018 q2,4020,0.6276959763322165,Daniel T. Fannon,0.5418796358505281,male,Jefferies,"('SCHW', '2018 q2')",0.0
10984,TROW,2018 q2,4020,0.3197766277789152,Daniel T. Fannon,0.4320564775953973,male,Jefferies,"('TROW', '2018 q2')",0.0
10985,COF,2018 q2,4020,0.4449529152774066,Colin Plunkett,0.3467134003112943,male,"Morningstar, Inc.","('COF', '2018 q2')",0.0
10986,MSCI,2018 q2,4020,0.5031714610293005,Colin Plunkett,0.5359814021899729,male,"Morningstar, Inc.","('MSCI', '2018 q2')",0.0
10987,SYF,2018 q2,4020,0.5739447157133828,Colin Plunkett,0.3911828029934147,male,"Morningstar, Inc.","('SYF', '2018 q2')",0.0
10988,COF,2018 q2,4020,0.4449529152774066,"Mr. Christopher R. Donat, CFA",0.1267911648813989,male,Sandler O'Neill & Partners,"('COF', '2018 q2')",0.0
10989,DFS,2018 q2,4020,0.4543518148507272,"Mr. Christopher R. Donat, CFA",0.1508504288644487,male,Sandler O'Neill & Partners,"('DFS', '2018 q2')",0.0
10990,COF,2018 q2,4020,0.4449529152774066,Mr. Henry J. Coffey,0.2401092193676271,male,Wedbush Securities Inc.,"('COF', '2018 q2')",0.0
10991,DFS,2018 q2,4020,0.4543518148507272,Mr. Henry J. Coffey,0.369772047820786,male,Wedbush Securities Inc.,"('DFS', '2018 q2')",0.0
10992,COF,2018 q2,4020,0.4449529152774066,Mr. Moshe Orenbuch,0.1325655285232775,male,Credit Suisse,"('COF', '2018 q2')",0.0
10993,DFS,2018 q2,4020,0.4543518148507272,Mr. Moshe Orenbuch,0.1490095673376927,male,Credit Suisse,"('DFS', '2018 q2')",0.0
10994,SYF,2018 q2,4020,0.5739447157133828,Mr. Moshe Orenbuch,0.2563532458143361,male,Credit Suisse,"('SYF', '2018 q2')",0.0
10995,COF,2018 q2,4020,0.4449529152774066,"Jason M. Arnold, CFA",0.7446193523613279,male,RBC Capital Markets,"('COF', '2018 q2')",0.03333333507180214
10996,DFS,2018 q2,4020,0.4543518148507272,"Jason M. Arnold, CFA",0.7178939991493097,male,RBC Capital Markets,"('DFS', '2018 q2')",0.03333333507180214
10997,SYF,2018 q2,4020,0.5739447157133828,"Jason M. Arnold, CFA",0.2472236848641214,male,RBC Capital Markets,"('SYF', '2018 q2')",0.01666666753590107
10998,COF,2018 q2,4020,0.4449529152774066,Mr. Kevin J. Barker,0.1034879096049941,male,Piper Sandler Companies,"('COF', '2018 q2')",0.0
10999,COF,2018 q2,4020,0.4449529152774066,Mark Drucker,0.1106322856734255,male,Jefferies,"('COF', '2018 q2')",0.0
11000,SYF,2018 q2,4020,0.5739447157133828,Mark Drucker,0.7812701663827717,male,Jefferies,"('SYF', '2018 q2')",0.0
11001,COF,2018 q2,4020,0.4449529152774066,"Mr. Ben C. Chittenden, CFA",0.2013974782118609,male,"Oppenheimer & Co., Inc.","('COF', '2018 q2')",0.0
11002,DFS,2018 q2,4020,0.4543518148507272,"Mr. Ben C. Chittenden, CFA",0.1346346293306861,male,"Oppenheimer & Co., Inc.","('DFS', '2018 q2')",0.0
11003,SYF,2018 q2,4020,0.5739447157133828,"Mr. Ben C. Chittenden, CFA",0.2154357665590669,male,"Oppenheimer & Co., Inc.","('SYF', '2018 q2')",0.0
11004,COF,2018 q2,4020,0.4449529152774066,"Mr. Jason M. Goldberg, CFA",0.1262774365799917,male,Barclays,"('COF', '2018 q2')",0.0
11005,GS,2018 q2,4020,0.7573561175279054,"Mr. Jason M. Goldberg, CFA",0.4223795335903019,male,Barclays,"('GS', '2018 q2')",0.0
11006,MS,2018 q2,4020,0.6780085663461657,"Mr. Jason M. Goldberg, CFA",0.2288114502106605,male,Barclays,"('MS', '2018 q2')",0.0
11007,NTRS,2018 q2,4020,0.6053801140888475,"Mr. Jason M. Goldberg, CFA",0.3303399035567952,male,Barclays,"('NTRS', '2018 q2')",0.0
11008,COF,2018 q2,4020,0.4449529152774066,Mr. John Pancari,0.0843289907261814,male,EVERCORE ISI,"('COF', '2018 q2')",0.0
11009,DFS,2018 q2,4020,0.4543518148507272,Mr. John Pancari,0.1004437327689156,male,EVERCORE ISI,"('DFS', '2018 q2')",0.0
11010,COF,2018 q2,4020,0.4449529152774066,Credit Suisse Global Product Marketing,0.9004206479332146,Not a person,Credit Suisse,"('COF', '2018 q2')",0.0
11011,ETFC,2018 q2,4020,0.611208295143636,Credit Suisse Global Product Marketing,0.959829807160804,Not a person,Credit Suisse,"('ETFC', '2018 q2')",0.0
11012,DFS,2018 q2,4020,0.4543518148507272,Mr. Robert P. Napoli,0.1093077867177524,male,William Blair & Company,"('DFS', '2018 q2')",0.0
11013,DFS,2018 q2,4020,0.4543518148507272,Mr. Kenneth M. Bruce,0.1597695558926996,male,BofA Global Research,"('DFS', '2018 q2')",0.029911156743764877
11014,DFS,2018 q2,4020,0.4543518148507272,Mr. James E. Friedman,0.769909621152049,male,Susquehanna Financial Group LLLP,"('DFS', '2018 q2')",0.0
11015,SYF,2018 q2,4020,0.5739447157133828,Mr. James E. Friedman,0.7728844784662448,male,Susquehanna Financial Group LLLP,"('SYF', '2018 q2')",0.0
11016,DFS,2018 q2,4020,0.4543518148507272,David M. Scharf,0.1028863571168741,male,JMP Securities,"('DFS', '2018 q2')",0.0
11017,SYF,2018 q2,4020,0.5739447157133828,David M. Scharf,0.4781630337793239,male,JMP Securities,"('SYF', '2018 q2')",0.039473600685596466
11018,DFS,2018 q2,4020,0.4543518148507272,Mark C. DeVries,0.2485151441881121,male,Barclays,"('DFS', '2018 q2')",0.0
11019,DFS,2018 q2,4020,0.4543518148507272,"Mr. Vincent A. Caintic, CFA",0.4161612136712354,male,Stephens Inc.,"('DFS', '2018 q2')",0.0
11020,SYF,2018 q2,4020,0.5739447157133828,"Mr. Vincent A. Caintic, CFA",0.3174548986363713,male,Stephens Inc.,"('SYF', '2018 q2')",0.0
11021,ETFC,2018 q2,4020,0.611208295143636,"Mr. Michael J. Cyprys, CFA",0.2961605346115167,male,Morgan Stanley,"('ETFC', '2018 q2')",0.0
11022,ETFC,2018 q2,4020,0.611208295143636,Mr. Devin P. Ryan,0.315896394688454,male,JMP Securities,"('ETFC', '2018 q2')",0.0
11023,GS,2018 q2,4020,0.7573561175279054,Mr. Devin P. Ryan,0.6259343854555921,male,JMP Securities,"('GS', '2018 q2')",0.0
11024,MS,2018 q2,4020,0.6780085663461657,Mr. Devin P. Ryan,0.6495463963220246,male,JMP Securities,"('MS', '2018 q2')",0.027414442971348763
11025,RJF,2018 q2,4020,0.6064651534239658,Mr. Devin P. Ryan,0.6397256709799513,male,JMP Securities,"('RJF', '2018 q2')",0.05867277272045612
11026,SCHW,2018 q2,4020,0.6276959763322165,Mr. Devin P. Ryan,0.6734209291548316,male,JMP Securities,"('SCHW', '2018 q2')",0.04733229801058769
11027,ETFC,2018 q2,4020,0.611208295143636,"Mr. Jeremy E. Campbell, CFA",0.3569053773842038,male,Barclays,"('ETFC', '2018 q2')",0.0
11028,ICE,2018 q2,4020,0.5112578912567589,"Mr. Jeremy E. Campbell, CFA",0.3627624549396676,male,Barclays,"('ICE', '2018 q2')",0.0
11029,GS,2018 q2,4020,0.7573561175279054,Gerard S. Cassidy,0.4824665284294013,male,RBC Capital Markets,"('GS', '2018 q2')",0.0
11030,MS,2018 q2,4020,0.6780085663461657,Gerard S. Cassidy,0.3255918117701972,male,RBC Capital Markets,"('MS', '2018 q2')",0.0
11031,NTRS,2018 q2,4020,0.6053801140888475,Gerard S. Cassidy,0.3395795967936145,male,RBC Capital Markets,"('NTRS', '2018 q2')",0.0
11032,GS,2018 q2,4020,0.7573561175279054,"Mr. Kenneth M. Leon, CPA",0.7271033524112298,male,CFRA Equity Research,"('GS', '2018 q2')",0.0
11033,MS,2018 q2,4020,0.6780085663461657,"Mr. Kenneth M. Leon, CPA",0.7232318221289907,male,CFRA Equity Research,"('MS', '2018 q2')",0.0
11034,GS,2018 q2,4020,0.7573561175279054,James F. Mitchell,0.4252595050093034,male,The Buckingham Research Group,"('GS', '2018 q2')",0.033018141984939575
11035,NTRS,2018 q2,4020,0.6053801140888475,James F. Mitchell,0.2513916041677145,male,The Buckingham Research Group,"('NTRS', '2018 q2')",0.0
11036,GS,2018 q2,4020,0.7573561175279054,Mr. Jeffery J. Harte,0.5101324791441705,male,Sandler O'Neill & Partners,"('GS', '2018 q2')",0.01987627474591136
11037,MS,2018 q2,4020,0.6780085663461657,Mr. Jeffery J. Harte,0.4038969236928941,male,Sandler O'Neill & Partners,"('MS', '2018 q2')",0.0
11038,NTRS,2018 q2,4020,0.6053801140888475,Mr. Jeffery J. Harte,0.3606915759303895,male,Sandler O'Neill & Partners,"('NTRS', '2018 q2')",0.0
11039,GS,2018 q2,4020,0.7573561175279054,Mr. Andrew Lim,0.9080491787565204,male,Societe Generale,"('GS', '2018 q2')",0.0
11040,MS,2018 q2,4020,0.6780085663461657,Mr. Andrew Lim,0.9588073599329692,male,Societe Generale,"('MS', '2018 q2')",0.0
11041,ICE,2018 q2,4020,0.5112578912567589,S&P pool,0.4809085055552123,Not a person,CFRA Equity Research,"('ICE', '2018 q2')",0.0
11042,MSCI,2018 q2,4020,0.5031714610293005,S&P pool,0.39978962158146,Not a person,CFRA Equity Research,"('MSCI', '2018 q2')",0.0
11043,IVZ,2018 q2,4020,0.389275489341096,"Mr. Craig W. Siegenthaler, CFA",0.2665781536577768,male,Credit Suisse,"('IVZ', '2018 q2')",0.0
11044,SCHW,2018 q2,4020,0.6276959763322165,"Mr. Craig W. Siegenthaler, CFA",0.3444740059250465,male,Credit Suisse,"('SCHW', '2018 q2')",0.005153432954102755
11045,TROW,2018 q2,4020,0.3197766277789152,"Mr. Craig W. Siegenthaler, CFA",0.1492690930982672,male,Credit Suisse,"('TROW', '2018 q2')",0.0
11046,IVZ,2018 q2,4020,0.389275489341096,"Mr. Chris Shutler, CFA",0.1881143424008473,male,William Blair & Company,"('IVZ', '2018 q2')",0.0
11047,MKTX,2018 q2,4020,0.7159253412142519,"Mr. Chris Shutler, CFA",0.5150542236235949,male,William Blair & Company,"('MKTX', '2018 q2')",0.0
11048,MSCI,2018 q2,4020,0.5031714610293005,"Mr. Chris Shutler, CFA",0.3174186865232903,male,William Blair & Company,"('MSCI', '2018 q2')",0.0
11049,SCHW,2018 q2,4020,0.6276959763322165,"Mr. Chris Shutler, CFA",0.2909007604630841,male,William Blair & Company,"('SCHW', '2018 q2')",0.0
11050,TROW,2018 q2,4020,0.3197766277789152,"Mr. Chris Shutler, CFA",0.1182193046027705,male,William Blair & Company,"('TROW', '2018 q2')",0.0
11051,MCO,2018 q2,4020,0.397992992552496,"Peter P. Appert, CFA",0.422334231941274,male,Piper Sandler Companies,"('MCO', '2018 q2')",0.03225519508123398
11052,MCO,2018 q2,4020,0.397992992552496,"Mr. Alex Kramm, CFA",0.2070325201502499,male,UBS Equities,"('MCO', '2018 q2')",0.0
11053,MCO,2018 q2,4020,0.397992992552496,Ms. Toni M. Kaplan,0.298166698212934,female,Morgan Stanley,"('MCO', '2018 q2')",0.0
11054,MSCI,2018 q2,4020,0.5031714610293005,Ms. Toni M. Kaplan,0.5054454827780256,female,Morgan Stanley,"('MSCI', '2018 q2')",0.0
11055,MCO,2018 q2,4020,0.397992992552496,Mr. Jeffrey M. Silber,0.1545642512517104,male,BMO Capital Markets,"('MCO', '2018 q2')",0.0
11056,MKTX,2018 q2,4020,0.7159253412142519,Timetric Department,0.5150542236235949,Not a person,Timetric,"('MKTX', '2018 q2')",0.0
11057,MS,2018 q2,4020,0.6780085663461657,Ms. Susan Roth Katzke,0.36355366644243,female,Credit Suisse,"('MS', '2018 q2')",0.0
11058,NTRS,2018 q2,4020,0.6053801140888475,Ms. Susan Roth Katzke,0.4131702670055124,female,Credit Suisse,"('NTRS', '2018 q2')",0.03833073563873768
11059,MS,2018 q2,4020,0.6780085663461657,"Mr. Glenn P. Schorr, CFA",0.2323557933056554,male,EVERCORE ISI,"('MS', '2018 q2')",0.0
11060,NTRS,2018 q2,4020,0.6053801140888475,"Mr. Glenn P. Schorr, CFA",0.2696835044870403,male,EVERCORE ISI,"('NTRS', '2018 q2')",0.0
11061,TROW,2018 q2,4020,0.3197766277789152,"Mr. Glenn P. Schorr, CFA",0.1656641347789881,male,EVERCORE ISI,"('TROW', '2018 q2')",0.0
11062,MSCI,2018 q2,4020,0.5031714610293005,"Keith M. Housum, CPA",0.3076016466831031,male,Northcoast Research,"('MSCI', '2018 q2')",0.0
11063,NDAQ,2018 q2,4020,0.6623996748561505,"Mr. Michael Wong, CFA",0.7470336019225335,male,"Morningstar, Inc.","('NDAQ', '2018 q2')",0.016400490887463093
11064,NTRS,2018 q2,4020,0.6053801140888475,Stephen Castellano,0.4532286757131799,male,Ascendere Associates LLC,"('NTRS', '2018 q2')",0.03911932185292244
11065,NTRS,2018 q2,4020,0.6053801140888475,Eric Compton,0.7159397145129989,male,"Morningstar, Inc.","('NTRS', '2018 q2')",0.0
11066,RJF,2018 q2,4020,0.6064651534239658,Jack Hampson,0.6040081681232106,male,CFRA Equity Research,"('RJF', '2018 q2')",0.0
11067,SYF,2018 q2,4020,0.5739447157133828,Mr. Mark Palmer,0.2783339462069132,male,BTIG,"('SYF', '2018 q2')",0.013951661996543407
11068,TROW,2018 q2,4020,0.3197766277789152,"Macrae Sykes, II",0.1314659910392533,female,Gabelli & Company,"('TROW', '2018 q2')",0.0
11069,AMP,2018 q3,4020,0.5103051890185566,Ms. Catherine A. Seifert,0.6261249448942486,female,CFRA Equity Research,"('AMP', '2018 q3')",0.0
11070,BEN,2018 q3,4020,0.7076424957610159,Ms. Catherine A. Seifert,0.6488198045952008,female,CFRA Equity Research,"('BEN', '2018 q3')",0.0
11071,BRKa,2018 q3,4020,0.5799122129600998,Ms. Catherine A. Seifert,0.6137355482386032,female,CFRA Equity Research,"('BRKa', '2018 q3')",0.0
11072,ETFC,2018 q3,4020,0.6022820750945277,Ms. Catherine A. Seifert,0.5905763010823236,female,CFRA Equity Research,"('ETFC', '2018 q3')",0.0
11073,IVZ,2018 q3,4020,0.4162872766013826,Ms. Catherine A. Seifert,0.437528655264095,female,CFRA Equity Research,"('IVZ', '2018 q3')",0.0
11074,NTRS,2018 q3,4020,0.6712378698994952,Ms. Catherine A. Seifert,0.7341100716068589,female,CFRA Equity Research,"('NTRS', '2018 q3')",0.0
11075,RJF,2018 q3,4020,0.4215227046580068,Ms. Catherine A. Seifert,0.3611736640891389,female,CFRA Equity Research,"('RJF', '2018 q3')",0.0
11076,SCHW,2018 q3,4020,0.4369602263175763,Ms. Catherine A. Seifert,0.5054166417082943,female,CFRA Equity Research,"('SCHW', '2018 q3')",0.0
11077,TROW,2018 q3,4020,0.4980177169725958,Ms. Catherine A. Seifert,0.5624417439498115,female,CFRA Equity Research,"('TROW', '2018 q3')",0.0
11078,AMP,2018 q3,4020,0.5103051890185566,"David P. Nicoski, CMT",0.8719549123623098,male,Vermilion Technical Research,"('AMP', '2018 q3')",0.06700560078024864
11079,AMP,2018 q3,4020,0.5103051890185566,Nigel Dally,0.3389004147367679,male,Morgan Stanley,"('AMP', '2018 q3')",0.0
11080,AMP,2018 q3,4020,0.5103051890185566,Mr. John B. Barnidge,0.2432578338509541,male,Sandler O'Neill & Partners,"('AMP', '2018 q3')",0.0
11081,AMP,2018 q3,4020,0.5103051890185566,Mr. Andrew S. Kligerman,0.4191423123896214,male,Credit Suisse,"('AMP', '2018 q3')",0.0
11082,AMP,2018 q3,4020,0.5103051890185566,"Douglas R. Mewhirter, CFA",0.2536438124242458,male,SunTrust Robinson Humphrey Capital Markets,"('AMP', '2018 q3')",0.0
11083,AMP,2018 q3,4020,0.5103051890185566,Mr. Thomas Gallagher,0.2330029659216353,male,EVERCORE ISI,"('AMP', '2018 q3')",0.0
11084,AMP,2018 q3,4020,0.5103051890185566,"Mark A. Dwelle, CFA",0.1403057146367054,male,RBC Capital Markets,"('AMP', '2018 q3')",0.0
11085,IVZ,2018 q3,4020,0.4162872766013826,"Mark A. Dwelle, CFA",0.1569456204601274,male,RBC Capital Markets,"('IVZ', '2018 q3')",0.0
11086,AMP,2018 q3,4020,0.5103051890185566,"Jay H. Gelb, CFA",0.2900135059270497,male,Barclays,"('AMP', '2018 q3')",0.0
11087,BRKa,2018 q3,4020,0.5799122129600998,"Jay H. Gelb, CFA",0.3467391297845527,male,Barclays,"('BRKa', '2018 q3')",0.0
11088,BEN,2018 q3,4020,0.7076424957610159,SADIF Research,0.968931054052524,Not a person,Sadif Analytics Prime,"('BEN', '2018 q3')",0.9387618899345398
11089,GS,2018 q3,4020,0.6773469764097062,SADIF Research,0.9771309990059154,Not a person,Sadif Analytics Prime,"('GS', '2018 q3')",0.9779833555221558
11090,MCO,2018 q3,4020,0.5511505382920953,SADIF Research,0.9884659979719672,Not a person,Sadif Analytics Prime,"('MCO', '2018 q3')",0.9694675207138062
11091,MKTX,2018 q3,4020,0.741854929069341,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MKTX', '2018 q3')",0.9779009222984314
11092,BEN,2018 q3,4020,0.7076424957610159,"Michael R. Carrier, CFA",0.495188272981997,male,BofA Global Research,"('BEN', '2018 q3')",0.0
11093,ETFC,2018 q3,4020,0.6022820750945277,"Michael R. Carrier, CFA",0.3617738692505303,male,BofA Global Research,"('ETFC', '2018 q3')",0.0
11094,GS,2018 q3,4020,0.6773469764097062,"Michael R. Carrier, CFA",0.5179479538633143,male,BofA Global Research,"('GS', '2018 q3')",0.0
11095,ICE,2018 q3,4020,0.6110490938069701,"Michael R. Carrier, CFA",0.5219791013005409,male,BofA Global Research,"('ICE', '2018 q3')",0.0
11096,IVZ,2018 q3,4020,0.4162872766013826,"Michael R. Carrier, CFA",0.5645164122214602,male,BofA Global Research,"('IVZ', '2018 q3')",0.021968543529510498
11097,MS,2018 q3,4020,0.4832928423806235,"Michael R. Carrier, CFA",0.3803686279716344,male,BofA Global Research,"('MS', '2018 q3')",0.017370274290442467
11098,NDAQ,2018 q3,4020,0.6171929528165088,"Michael R. Carrier, CFA",0.3078306564887088,male,BofA Global Research,"('NDAQ', '2018 q3')",0.0
11099,NTRS,2018 q3,4020,0.6712378698994952,"Michael R. Carrier, CFA",0.373748908488433,male,BofA Global Research,"('NTRS', '2018 q3')",0.0
11100,SCHW,2018 q3,4020,0.4369602263175763,"Michael R. Carrier, CFA",0.3504962017065089,male,BofA Global Research,"('SCHW', '2018 q3')",0.01684059016406536
11101,TROW,2018 q3,4020,0.4980177169725958,"Michael R. Carrier, CFA",0.4455857386533131,male,BofA Global Research,"('TROW', '2018 q3')",0.0
11102,BEN,2018 q3,4020,0.7076424957610159,"Christopher M. Harris, CFA",0.32134082233057,male,"Wells Fargo Securities, LLC","('BEN', '2018 q3')",0.0
11103,CME,2018 q3,4020,0.6350135638217383,"Christopher M. Harris, CFA",0.3560896392076043,male,"Wells Fargo Securities, LLC","('CME', '2018 q3')",0.0
11104,ETFC,2018 q3,4020,0.6022820750945277,"Christopher M. Harris, CFA",0.2908250048329357,male,"Wells Fargo Securities, LLC","('ETFC', '2018 q3')",0.0
11105,ICE,2018 q3,4020,0.6110490938069701,"Christopher M. Harris, CFA",0.4085509233038959,male,"Wells Fargo Securities, LLC","('ICE', '2018 q3')",0.0
11106,IVZ,2018 q3,4020,0.4162872766013826,"Christopher M. Harris, CFA",0.2100813336360936,male,"Wells Fargo Securities, LLC","('IVZ', '2018 q3')",0.0
11107,NDAQ,2018 q3,4020,0.6171929528165088,"Christopher M. Harris, CFA",0.335316429458286,male,"Wells Fargo Securities, LLC","('NDAQ', '2018 q3')",0.0
11108,RJF,2018 q3,4020,0.4215227046580068,"Christopher M. Harris, CFA",0.2603403542551024,male,"Wells Fargo Securities, LLC","('RJF', '2018 q3')",0.02626175619661808
11109,SCHW,2018 q3,4020,0.4369602263175763,"Christopher M. Harris, CFA",0.201856481880461,male,"Wells Fargo Securities, LLC","('SCHW', '2018 q3')",0.010424924083054066
11110,TROW,2018 q3,4020,0.4980177169725958,"Christopher M. Harris, CFA",0.2352087115174889,male,"Wells Fargo Securities, LLC","('TROW', '2018 q3')",0.0
11111,BEN,2018 q3,4020,0.7076424957610159,Mr. Greggory Warren,0.5769066010982455,male,"Morningstar, Inc.","('BEN', '2018 q3')",0.0
11112,BRKa,2018 q3,4020,0.5799122129600998,Mr. Greggory Warren,0.4202582340032049,male,"Morningstar, Inc.","('BRKa', '2018 q3')",0.0
11113,IVZ,2018 q3,4020,0.4162872766013826,Mr. Greggory Warren,0.3913619360738499,male,"Morningstar, Inc.","('IVZ', '2018 q3')",0.0
11114,TROW,2018 q3,4020,0.4980177169725958,Mr. Greggory Warren,0.5068619990135625,male,"Morningstar, Inc.","('TROW', '2018 q3')",0.0
11115,BEN,2018 q3,4020,0.7076424957610159,Credit Suisse Global Product Marketing,0.9009747419094,Not a person,Credit Suisse,"('BEN', '2018 q3')",0.0
11116,COF,2018 q3,4020,0.4569075354393638,Credit Suisse Global Product Marketing,0.6614236924836218,Not a person,Credit Suisse,"('COF', '2018 q3')",0.0
11117,DFS,2018 q3,4020,0.4445886089838419,Credit Suisse Global Product Marketing,0.6728528863818117,Not a person,Credit Suisse,"('DFS', '2018 q3')",0.0
11118,ETFC,2018 q3,4020,0.6022820750945277,Credit Suisse Global Product Marketing,0.913141126189162,Not a person,Credit Suisse,"('ETFC', '2018 q3')",0.0
11119,NTRS,2018 q3,4020,0.6712378698994952,Credit Suisse Global Product Marketing,0.909922659867412,Not a person,Credit Suisse,"('NTRS', '2018 q3')",0.0
11120,BEN,2018 q3,4020,0.7076424957610159,"Mr. Michael J. Cyprys, CFA",0.3947730536252309,male,Morgan Stanley,"('BEN', '2018 q3')",0.0
11121,BEN,2018 q3,4020,0.7076424957610159,"Mr. Jeremy E. Campbell, CFA",0.391936240623792,male,Barclays,"('BEN', '2018 q3')",0.0
11122,ETFC,2018 q3,4020,0.6022820750945277,"Mr. Jeremy E. Campbell, CFA",0.387047287080264,male,Barclays,"('ETFC', '2018 q3')",0.0
11123,MKTX,2018 q3,4020,0.741854929069341,"Mr. Jeremy E. Campbell, CFA",0.55931879888439,male,Barclays,"('MKTX', '2018 q3')",0.0
11124,NDAQ,2018 q3,4020,0.6171929528165088,"Mr. Jeremy E. Campbell, CFA",0.4247020162631077,male,Barclays,"('NDAQ', '2018 q3')",0.0
11125,TROW,2018 q3,4020,0.4980177169725958,"Mr. Jeremy E. Campbell, CFA",0.1943047820039981,male,Barclays,"('TROW', '2018 q3')",0.0
11126,BLK,2018 q3,4020,0.0,Morningstar ,,Not a person,"Morningstar, Inc.","('BLK', '2018 q3')",0.0
11127,BRKa,2018 q3,4020,0.5799122129600998,Kai Pan,0.4362401661032395,male,Morgan Stanley,"('BRKa', '2018 q3')",0.0
11128,BRKa,2018 q3,4020,0.5799122129600998,Joshua Norman,0.7108724495578701,male,Saibus Research,"('BRKa', '2018 q3')",0.03333333507180214
11129,CME,2018 q3,4020,0.6350135638217383,Chris Kuiper,0.5484191587033219,male,CFRA Equity Research,"('CME', '2018 q3')",0.0
11130,COF,2018 q3,4020,0.4569075354393638,Chris Kuiper,0.4702795148703316,male,CFRA Equity Research,"('COF', '2018 q3')",0.0
11131,DFS,2018 q3,4020,0.4445886089838419,Chris Kuiper,0.540708845769976,male,CFRA Equity Research,"('DFS', '2018 q3')",0.0
11132,ICE,2018 q3,4020,0.6110490938069701,Chris Kuiper,0.5998040130779385,male,CFRA Equity Research,"('ICE', '2018 q3')",0.0
11133,MCO,2018 q3,4020,0.5511505382920953,Chris Kuiper,0.620408119950028,male,CFRA Equity Research,"('MCO', '2018 q3')",0.0
11134,MSCI,2018 q3,4020,0.4252896408435864,Chris Kuiper,0.6492494416262815,male,CFRA Equity Research,"('MSCI', '2018 q3')",0.0
11135,NDAQ,2018 q3,4020,0.6171929528165088,Chris Kuiper,0.591417224699287,male,CFRA Equity Research,"('NDAQ', '2018 q3')",0.0
11136,SYF,2018 q3,4020,0.6803116031204304,Chris Kuiper,0.505130408392854,male,CFRA Equity Research,"('SYF', '2018 q3')",0.0
11137,CME,2018 q3,4020,0.6350135638217383,"Brian B. Bedell, CFA",0.9067084826484152,male,Deutsche Bank,"('CME', '2018 q3')",0.0
11138,ETFC,2018 q3,4020,0.6022820750945277,"Brian B. Bedell, CFA",0.8364131874883077,male,Deutsche Bank,"('ETFC', '2018 q3')",0.0
11139,IVZ,2018 q3,4020,0.4162872766013826,"Brian B. Bedell, CFA",0.1500927714723769,male,Deutsche Bank,"('IVZ', '2018 q3')",0.0
11140,NTRS,2018 q3,4020,0.6712378698994952,"Brian B. Bedell, CFA",0.8421976138887103,male,Deutsche Bank,"('NTRS', '2018 q3')",0.0
11141,CME,2018 q3,4020,0.6350135638217383,"Richard H. Repetto, CFA",0.4060464449380879,male,Sandler O'Neill & Partners,"('CME', '2018 q3')",0.0
11142,ETFC,2018 q3,4020,0.6022820750945277,"Richard H. Repetto, CFA",0.268150353796124,male,Sandler O'Neill & Partners,"('ETFC', '2018 q3')",0.0
11143,CME,2018 q3,4020,0.6350135638217383,Colin Plunkett,0.5756854869362312,male,"Morningstar, Inc.","('CME', '2018 q3')",0.0
11144,COF,2018 q3,4020,0.4569075354393638,Colin Plunkett,0.5536001345840156,male,"Morningstar, Inc.","('COF', '2018 q3')",0.0
11145,DFS,2018 q3,4020,0.4445886089838419,Colin Plunkett,0.6623819796394521,male,"Morningstar, Inc.","('DFS', '2018 q3')",0.0
11146,ICE,2018 q3,4020,0.6110490938069701,Colin Plunkett,0.7026619614950504,male,"Morningstar, Inc.","('ICE', '2018 q3')",0.0
11147,NDAQ,2018 q3,4020,0.6171929528165088,Colin Plunkett,0.700062405336036,male,"Morningstar, Inc.","('NDAQ', '2018 q3')",0.0
11148,SPGI,2018 q3,4020,0.0,Colin Plunkett,,male,"Morningstar, Inc.","('SPGI', '2018 q3')",0.0
11149,SYF,2018 q3,4020,0.6803116031204304,Colin Plunkett,0.4852460647797144,male,"Morningstar, Inc.","('SYF', '2018 q3')",0.0
11150,COF,2018 q3,4020,0.4569075354393638,"Jason M. Arnold, CFA",0.7084873932167286,male,RBC Capital Markets,"('COF', '2018 q3')",0.03333333507180214
11151,DFS,2018 q3,4020,0.4445886089838419,"Jason M. Arnold, CFA",0.7180792015281939,male,RBC Capital Markets,"('DFS', '2018 q3')",0.03333333507180214
11152,SYF,2018 q3,4020,0.6803116031204304,"Jason M. Arnold, CFA",0.6479822867883933,male,RBC Capital Markets,"('SYF', '2018 q3')",0.03333333507180214
11153,COF,2018 q3,4020,0.4569075354393638,"Mr. Christopher R. Donat, CFA",0.1963147018011254,male,Sandler O'Neill & Partners,"('COF', '2018 q3')",0.0
11154,DFS,2018 q3,4020,0.4445886089838419,"Mr. Christopher R. Donat, CFA",0.1195099109609575,male,Sandler O'Neill & Partners,"('DFS', '2018 q3')",0.0
11155,COF,2018 q3,4020,0.4569075354393638,"Mr. Ben C. Chittenden, CFA",0.1015620927866036,male,"Oppenheimer & Co., Inc.","('COF', '2018 q3')",0.04289042530581355
11156,DFS,2018 q3,4020,0.4445886089838419,"Mr. Ben C. Chittenden, CFA",0.1021674413674355,male,"Oppenheimer & Co., Inc.","('DFS', '2018 q3')",0.01667795144021511
11157,COF,2018 q3,4020,0.4569075354393638,Mr. Moshe Orenbuch,0.1091649854676255,male,Credit Suisse,"('COF', '2018 q3')",0.0
11158,COF,2018 q3,4020,0.4569075354393638,Mark Drucker,0.1679536788291036,male,Jefferies,"('COF', '2018 q3')",0.0
11159,SYF,2018 q3,4020,0.6803116031204304,Mark Drucker,0.3067652194902763,male,Jefferies,"('SYF', '2018 q3')",0.01540932897478342
11160,COF,2018 q3,4020,0.4569075354393638,Mr. John Pancari,0.0974908391791508,male,EVERCORE ISI,"('COF', '2018 q3')",0.0
11161,DFS,2018 q3,4020,0.4445886089838419,Mr. John Pancari,0.0881486232746041,male,EVERCORE ISI,"('DFS', '2018 q3')",0.0
11162,COF,2018 q3,4020,0.4569075354393638,Mr. Kevin J. Barker,0.0910226679251214,male,Piper Sandler Companies,"('COF', '2018 q3')",0.0
11163,COF,2018 q3,4020,0.4569075354393638,"Ari Wald, CFA",0.4464607765659975,male,"Oppenheimer & Co., Inc.","('COF', '2018 q3')",0.0314958356320858
11164,COF,2018 q3,4020,0.4569075354393638,"Mr. Jason M. Goldberg, CFA",0.1543057272099895,male,Barclays,"('COF', '2018 q3')",0.0
11165,GS,2018 q3,4020,0.6773469764097062,"Mr. Jason M. Goldberg, CFA",0.3300326867369312,male,Barclays,"('GS', '2018 q3')",0.0
11166,MS,2018 q3,4020,0.4832928423806235,"Mr. Jason M. Goldberg, CFA",0.1406390343692276,male,Barclays,"('MS', '2018 q3')",0.0
11167,NTRS,2018 q3,4020,0.6712378698994952,"Mr. Jason M. Goldberg, CFA",0.3040023262795153,male,Barclays,"('NTRS', '2018 q3')",0.0
11168,DFS,2018 q3,4020,0.4445886089838419,Mr. Henry J. Coffey,0.1922654096851995,male,Wedbush Securities Inc.,"('DFS', '2018 q3')",0.0
11169,DFS,2018 q3,4020,0.4445886089838419,"Mr. Vincent A. Caintic, CFA",0.2452055917759114,male,Stephens Inc.,"('DFS', '2018 q3')",0.0
11170,DFS,2018 q3,4020,0.4445886089838419,David M. Scharf,0.0969871538143268,male,JMP Securities,"('DFS', '2018 q3')",0.0
11171,SYF,2018 q3,4020,0.6803116031204304,David M. Scharf,0.6365233285261344,male,JMP Securities,"('SYF', '2018 q3')",0.020326606929302216
11172,DFS,2018 q3,4020,0.4445886089838419,Mark C. DeVries,0.1157489339846451,male,Barclays,"('DFS', '2018 q3')",0.0
11173,SYF,2018 q3,4020,0.6803116031204304,Mark C. DeVries,0.3421150967478033,male,Barclays,"('SYF', '2018 q3')",0.0
11174,DFS,2018 q3,4020,0.4445886089838419,Mr. Robert P. Napoli,0.1112239555426887,male,William Blair & Company,"('DFS', '2018 q3')",0.0
11175,DFS,2018 q3,4020,0.4445886089838419,Mr. Kenneth M. Bruce,0.2122087838564836,male,BofA Global Research,"('DFS', '2018 q3')",0.05202232347801328
11176,SYF,2018 q3,4020,0.6803116031204304,Mr. Kenneth M. Bruce,0.3800505559034611,male,BofA Global Research,"('SYF', '2018 q3')",0.01693616807460785
11177,ETFC,2018 q3,4020,0.6022820750945277,"Mr. Craig W. Siegenthaler, CFA",0.2996205707826873,male,Credit Suisse,"('ETFC', '2018 q3')",0.0
11178,IVZ,2018 q3,4020,0.4162872766013826,"Mr. Craig W. Siegenthaler, CFA",0.3349309590333228,male,Credit Suisse,"('IVZ', '2018 q3')",0.0
11179,TROW,2018 q3,4020,0.4980177169725958,"Mr. Craig W. Siegenthaler, CFA",0.4642069134154974,male,Credit Suisse,"('TROW', '2018 q3')",0.0
11180,ETFC,2018 q3,4020,0.6022820750945277,Research Department,0.3641380980089357,Not a person,Trefis,"('ETFC', '2018 q3')",0.0
11181,NDAQ,2018 q3,4020,0.6171929528165088,Research Department,0.4310488944626294,Not a person,Trefis,"('NDAQ', '2018 q3')",0.0
11182,ETFC,2018 q3,4020,0.6022820750945277,Daniel T. Fannon,0.2506606816556677,male,Jefferies,"('ETFC', '2018 q3')",0.0
11183,NDAQ,2018 q3,4020,0.6171929528165088,Daniel T. Fannon,0.5003127148472283,male,Jefferies,"('NDAQ', '2018 q3')",0.0
11184,SCHW,2018 q3,4020,0.4369602263175763,Daniel T. Fannon,0.4943914293915509,male,Jefferies,"('SCHW', '2018 q3')",0.0
11185,TROW,2018 q3,4020,0.4980177169725958,Daniel T. Fannon,0.3522896694449758,male,Jefferies,"('TROW', '2018 q3')",0.0
11186,GS,2018 q3,4020,0.6773469764097062,Mr. Andrew Lim,0.5351458703404526,male,Societe Generale,"('GS', '2018 q3')",0.026034433394670486
11187,MS,2018 q3,4020,0.4832928423806235,Mr. Andrew Lim,0.5807344018185694,male,Societe Generale,"('MS', '2018 q3')",0.0
11188,GS,2018 q3,4020,0.6773469764097062,"Mr. Glenn P. Schorr, CFA",0.2280070682543408,male,EVERCORE ISI,"('GS', '2018 q3')",0.0
11189,MS,2018 q3,4020,0.4832928423806235,"Mr. Glenn P. Schorr, CFA",0.1314075846803142,male,EVERCORE ISI,"('MS', '2018 q3')",0.0
11190,NTRS,2018 q3,4020,0.6712378698994952,"Mr. Glenn P. Schorr, CFA",0.2607360790576413,male,EVERCORE ISI,"('NTRS', '2018 q3')",0.0
11191,GS,2018 q3,4020,0.6773469764097062,"Mr. Kenneth M. Leon, CPA",0.7129393896852256,male,CFRA Equity Research,"('GS', '2018 q3')",0.0
11192,MS,2018 q3,4020,0.4832928423806235,"Mr. Kenneth M. Leon, CPA",0.6846483220044525,male,CFRA Equity Research,"('MS', '2018 q3')",0.0
11193,GS,2018 q3,4020,0.6773469764097062,"Mr. Michael Mayo, CFA",0.5818407320630786,male,"Wells Fargo Securities, LLC","('GS', '2018 q3')",0.03333333507180214
11194,GS,2018 q3,4020,0.6773469764097062,Gerard S. Cassidy,0.3364266127382654,male,RBC Capital Markets,"('GS', '2018 q3')",0.0
11195,MS,2018 q3,4020,0.4832928423806235,Gerard S. Cassidy,0.2124125999402881,male,RBC Capital Markets,"('MS', '2018 q3')",0.0
11196,NTRS,2018 q3,4020,0.6712378698994952,Gerard S. Cassidy,0.2926765225579869,male,RBC Capital Markets,"('NTRS', '2018 q3')",0.0
11197,STT,2018 q3,4020,0.4538380226469701,Gerard S. Cassidy,0.4538380226469701,male,RBC Capital Markets,"('STT', '2018 q3')",0.0
11198,GS,2018 q3,4020,0.6773469764097062,Mr. Jeffery J. Harte,0.320544692582433,male,Sandler O'Neill & Partners,"('GS', '2018 q3')",0.0
11199,MS,2018 q3,4020,0.4832928423806235,Mr. Jeffery J. Harte,0.295949986326964,male,Sandler O'Neill & Partners,"('MS', '2018 q3')",0.0
11200,NTRS,2018 q3,4020,0.6712378698994952,Mr. Jeffery J. Harte,0.3154674794425527,male,Sandler O'Neill & Partners,"('NTRS', '2018 q3')",0.0
11201,GS,2018 q3,4020,0.6773469764097062,Mr. Steven J. Chubak,0.4238045767003797,male,Wolfe Research,"('GS', '2018 q3')",0.0
11202,NTRS,2018 q3,4020,0.6712378698994952,Mr. Steven J. Chubak,0.420112743912444,male,Wolfe Research,"('NTRS', '2018 q3')",0.0
11203,RJF,2018 q3,4020,0.4215227046580068,Mr. Steven J. Chubak,0.4940900685782804,male,Wolfe Research,"('RJF', '2018 q3')",0.012249216437339783
11204,GS,2018 q3,4020,0.6773469764097062,James F. Mitchell,0.2878322624782508,male,The Buckingham Research Group,"('GS', '2018 q3')",0.032967773266136646
11205,MS,2018 q3,4020,0.4832928423806235,James F. Mitchell,0.2018359402043297,male,The Buckingham Research Group,"('MS', '2018 q3')",0.0
11206,RJF,2018 q3,4020,0.4215227046580068,James F. Mitchell,0.2548129353986952,male,The Buckingham Research Group,"('RJF', '2018 q3')",0.0
11207,GS,2018 q3,4020,0.6773469764097062,Mr. Devin P. Ryan,0.7293137695713061,male,JMP Securities,"('GS', '2018 q3')",0.0
11208,RJF,2018 q3,4020,0.4215227046580068,Mr. Devin P. Ryan,0.3007637143090718,male,JMP Securities,"('RJF', '2018 q3')",0.0
11209,GS,2018 q3,4020,0.6773469764097062,"Mr. Michael Wong, CFA",0.7186408594075956,male,"Morningstar, Inc.","('GS', '2018 q3')",0.01003225240856409
11210,GS,2018 q3,4020,0.6773469764097062,Ms. Susan Roth Katzke,0.5746378571654959,female,Credit Suisse,"('GS', '2018 q3')",0.012206777930259705
11211,MS,2018 q3,4020,0.4832928423806235,Ms. Susan Roth Katzke,0.5834352092530529,female,Credit Suisse,"('MS', '2018 q3')",0.015315623953938484
11212,NTRS,2018 q3,4020,0.6712378698994952,Ms. Susan Roth Katzke,0.5081987824703087,female,Credit Suisse,"('NTRS', '2018 q3')",0.039273579294482865
11213,GS,2018 q3,4020,0.6773469764097062,Chris M. Kotowski,0.2473487911417904,male,"Oppenheimer & Co., Inc.","('GS', '2018 q3')",0.0
11214,MCO,2018 q3,4020,0.5511505382920953,"Peter P. Appert, CFA",0.3307134618470382,male,Piper Sandler Companies,"('MCO', '2018 q3')",0.026591094210743904
11215,MCO,2018 q3,4020,0.5511505382920953,"Mr. Alex Kramm, CFA",0.238742465565526,male,UBS Equities,"('MCO', '2018 q3')",0.0
11216,MCO,2018 q3,4020,0.5511505382920953,Ms. Toni M. Kaplan,0.2958995287284864,female,Morgan Stanley,"('MCO', '2018 q3')",0.0
11217,MSCI,2018 q3,4020,0.4252896408435864,Ms. Toni M. Kaplan,0.3000147969050357,female,Morgan Stanley,"('MSCI', '2018 q3')",0.047055553644895554
11218,MCO,2018 q3,4020,0.5511505382920953,Mr. Jeffrey M. Silber,0.2386484000695485,male,BMO Capital Markets,"('MCO', '2018 q3')",0.0
11219,MKTX,2018 q3,4020,0.741854929069341,"Mr. Chris Shutler, CFA",0.55931879888439,male,William Blair & Company,"('MKTX', '2018 q3')",0.0
11220,MSCI,2018 q3,4020,0.4252896408435864,"Mr. Chris Shutler, CFA",0.2809692219976489,male,William Blair & Company,"('MSCI', '2018 q3')",0.0
11221,SCHW,2018 q3,4020,0.4369602263175763,"Mr. Chris Shutler, CFA",0.2903949938911586,male,William Blair & Company,"('SCHW', '2018 q3')",0.0
11222,TROW,2018 q3,4020,0.4980177169725958,"Mr. Chris Shutler, CFA",0.2881969455171288,male,William Blair & Company,"('TROW', '2018 q3')",0.0
11223,MSCI,2018 q3,4020,0.4252896408435864,"Keith M. Housum, CPA",0.2686419043523083,male,Northcoast Research,"('MSCI', '2018 q3')",0.010232143104076385
11224,NDAQ,2018 q3,4020,0.6171929528165088,Mr. Ravindra kulkarni,0.6581615430301522,male,Crispidea,"('NDAQ', '2018 q3')",0.027042943984270096
11225,NTRS,2018 q3,4020,0.6712378698994952,Eric Compton,0.7341990425318932,male,"Morningstar, Inc.","('NTRS', '2018 q3')",0.0
11226,RJF,2018 q3,4020,0.4215227046580068,Jack Hampson,0.3541744071942424,male,CFRA Equity Research,"('RJF', '2018 q3')",0.0
11227,STT,2018 q3,4020,0.4538380226469701,"Betsy L. Graseck, CFA",0.4538380226469701,female,Morgan Stanley,"('STT', '2018 q3')",0.0
11228,SYF,2018 q3,4020,0.6803116031204304,Mr. James E. Friedman,0.6797996721184617,male,Susquehanna Financial Group LLLP,"('SYF', '2018 q3')",0.0
11229,SYF,2018 q3,4020,0.6803116031204304,Mr. Christopher A. Jacobson,0.878756924531813,male,Susquehanna Financial Group LLLP,"('SYF', '2018 q3')",0.05590694770216942
11230,SYF,2018 q3,4020,0.6803116031204304,S&P pool,0.514130639751612,Not a person,CFRA Equity Research,"('SYF', '2018 q3')",0.0
11231,AMP,2018 q4,4020,0.5821591571676871,Mr. John B. Barnidge,0.2764208143660162,male,Sandler O'Neill & Partners,"('AMP', '2018 q4')",0.0
11232,AMP,2018 q4,4020,0.5821591571676871,"Mr. Michael Wong, CFA",0.6421040341741585,male,"Morningstar, Inc.","('AMP', '2018 q4')",0.0
11233,GS,2018 q4,4020,0.7359124260948524,"Mr. Michael Wong, CFA",0.7431637355764245,male,"Morningstar, Inc.","('GS', '2018 q4')",0.0
11234,MS,2018 q4,4020,0.6718816825037659,"Mr. Michael Wong, CFA",0.8082490171807254,male,"Morningstar, Inc.","('MS', '2018 q4')",0.0
11235,RJF,2018 q4,4020,0.5540731026442153,"Mr. Michael Wong, CFA",0.6449006984241098,male,"Morningstar, Inc.","('RJF', '2018 q4')",0.0
11236,SCHW,2018 q4,4020,0.5399793401077306,"Mr. Michael Wong, CFA",0.536432083446088,male,"Morningstar, Inc.","('SCHW', '2018 q4')",0.0
11237,AMP,2018 q4,4020,0.5821591571676871,Mr. Thomas Gallagher,0.2622658163906556,male,EVERCORE ISI,"('AMP', '2018 q4')",0.0
11238,AMP,2018 q4,4020,0.5821591571676871,Nigel Dally,0.3212103429711525,male,Morgan Stanley,"('AMP', '2018 q4')",0.0
11239,AMP,2018 q4,4020,0.5821591571676871,Ms. Catherine A. Seifert,0.6495631419098551,female,CFRA Equity Research,"('AMP', '2018 q4')",0.0
11240,BEN,2018 q4,4020,0.6256068947837281,Ms. Catherine A. Seifert,0.616251406579024,female,CFRA Equity Research,"('BEN', '2018 q4')",0.0
11241,BRKa,2018 q4,4020,0.5436100496161955,Ms. Catherine A. Seifert,0.5964775678277393,female,CFRA Equity Research,"('BRKa', '2018 q4')",0.0
11242,IVZ,2018 q4,4020,0.5387320429758946,Ms. Catherine A. Seifert,0.4903966324506581,female,CFRA Equity Research,"('IVZ', '2018 q4')",0.0
11243,NTRS,2018 q4,4020,0.6223992373036467,Ms. Catherine A. Seifert,0.7624862857699574,female,CFRA Equity Research,"('NTRS', '2018 q4')",0.0
11244,TROW,2018 q4,4020,0.5025663493598576,Ms. Catherine A. Seifert,0.5365651508006704,female,CFRA Equity Research,"('TROW', '2018 q4')",0.0
11245,AMP,2018 q4,4020,0.5821591571676871,"Mark A. Dwelle, CFA",0.2183049117101002,male,RBC Capital Markets,"('AMP', '2018 q4')",0.0
11246,IVZ,2018 q4,4020,0.5387320429758946,"Mark A. Dwelle, CFA",0.1639473637477111,male,RBC Capital Markets,"('IVZ', '2018 q4')",0.0
11247,AMP,2018 q4,4020,0.5821591571676871,"Jay H. Gelb, CFA",0.2984036924907738,male,Barclays,"('AMP', '2018 q4')",0.0
11248,BRKa,2018 q4,4020,0.5436100496161955,"Jay H. Gelb, CFA",0.4146022306757332,male,Barclays,"('BRKa', '2018 q4')",0.0
11249,AMP,2018 q4,4020,0.5821591571676871,SADIF Research,0.9778122180198322,Not a person,Sadif Analytics Prime,"('AMP', '2018 q4')",0.9510141015052795
11250,GS,2018 q4,4020,0.7359124260948524,SADIF Research,0.9902813511116552,Not a person,Sadif Analytics Prime,"('GS', '2018 q4')",0.9780651926994324
11251,ICE,2018 q4,4020,0.7822618912195134,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ICE', '2018 q4')",0.9783865809440613
11252,MKTX,2018 q4,4020,0.6719034848259617,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MKTX', '2018 q4')",0.9779833555221558
11253,MS,2018 q4,4020,0.6718816825037659,SADIF Research,0.9952145782416236,Not a person,Sadif Analytics Prime,"('MS', '2018 q4')",0.9783070087432861
11254,MSCI,2018 q4,4020,0.7996913088560882,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MSCI', '2018 q4')",0.9783060550689697
11255,NDAQ,2018 q4,4020,0.8069206872705063,SADIF Research,0.9753071337792886,Not a person,Sadif Analytics Prime,"('NDAQ', '2018 q4')",0.949846625328064
11256,AXP,2018 q4,4020,0.9358396129847312,Colin Plunkett,0.9358396129847312,male,"Morningstar, Inc.","('AXP', '2018 q4')",0.0
11257,CME,2018 q4,4020,0.6724080978669316,Colin Plunkett,0.6466329730725787,male,"Morningstar, Inc.","('CME', '2018 q4')",0.0
11258,COF,2018 q4,4020,0.3846194718968619,Colin Plunkett,0.5949199181178666,male,"Morningstar, Inc.","('COF', '2018 q4')",0.0
11259,DFS,2018 q4,4020,0.339809064262939,Colin Plunkett,0.6046325837159364,male,"Morningstar, Inc.","('DFS', '2018 q4')",0.0052359141409397125
11260,ICE,2018 q4,4020,0.7822618912195134,Colin Plunkett,0.8660077797384134,male,"Morningstar, Inc.","('ICE', '2018 q4')",0.0051872869953513145
11261,MCO,2018 q4,4020,0.43874355883507,Colin Plunkett,0.6650634479560272,male,"Morningstar, Inc.","('MCO', '2018 q4')",0.018459482118487358
11262,MSCI,2018 q4,4020,0.7996913088560882,Colin Plunkett,0.692630779453686,male,"Morningstar, Inc.","('MSCI', '2018 q4')",0.0
11263,NDAQ,2018 q4,4020,0.8069206872705063,Colin Plunkett,0.7218139167324529,male,"Morningstar, Inc.","('NDAQ', '2018 q4')",0.0
11264,SYF,2018 q4,4020,0.6155738980621457,Colin Plunkett,0.5271105743397095,male,"Morningstar, Inc.","('SYF', '2018 q4')",0.0
11265,AXP,2018 q4,4020,0.9358396129847312,Credit Suisse Global Product Marketing,0.9358396129847312,Not a person,Credit Suisse,"('AXP', '2018 q4')",0.013290840201079845
11266,GS,2018 q4,4020,0.7359124260948524,Credit Suisse Global Product Marketing,0.5889847289105145,Not a person,Credit Suisse,"('GS', '2018 q4')",0.0
11267,BEN,2018 q4,4020,0.6256068947837281,Mr. Greggory Warren,0.5678528665809911,male,"Morningstar, Inc.","('BEN', '2018 q4')",0.0
11268,BRKa,2018 q4,4020,0.5436100496161955,Mr. Greggory Warren,0.5363901886855816,male,"Morningstar, Inc.","('BRKa', '2018 q4')",0.0
11269,IVZ,2018 q4,4020,0.5387320429758946,Mr. Greggory Warren,0.4343214154347441,male,"Morningstar, Inc.","('IVZ', '2018 q4')",0.0
11270,TROW,2018 q4,4020,0.5025663493598576,Mr. Greggory Warren,0.4595494385179748,male,"Morningstar, Inc.","('TROW', '2018 q4')",0.0
11271,BEN,2018 q4,4020,0.6256068947837281,"Christopher M. Harris, CFA",0.3104977345864312,male,"Wells Fargo Securities, LLC","('BEN', '2018 q4')",0.0
11272,CME,2018 q4,4020,0.6724080978669316,"Christopher M. Harris, CFA",0.3624307860731664,male,"Wells Fargo Securities, LLC","('CME', '2018 q4')",0.0
11273,ETFC,2018 q4,4020,0.5415914859943842,"Christopher M. Harris, CFA",0.2437018957780352,male,"Wells Fargo Securities, LLC","('ETFC', '2018 q4')",0.01635650545358658
11274,ICE,2018 q4,4020,0.7822618912195134,"Christopher M. Harris, CFA",0.4516627664526272,male,"Wells Fargo Securities, LLC","('ICE', '2018 q4')",0.0
11275,IVZ,2018 q4,4020,0.5387320429758946,"Christopher M. Harris, CFA",0.1642006258786637,male,"Wells Fargo Securities, LLC","('IVZ', '2018 q4')",0.0038099136824409166
11276,NDAQ,2018 q4,4020,0.8069206872705063,"Christopher M. Harris, CFA",0.4689701997862062,male,"Wells Fargo Securities, LLC","('NDAQ', '2018 q4')",0.014897449873387814
11277,RJF,2018 q4,4020,0.5540731026442153,"Christopher M. Harris, CFA",0.2982827128221756,male,"Wells Fargo Securities, LLC","('RJF', '2018 q4')",0.0
11278,SCHW,2018 q4,4020,0.5399793401077306,"Christopher M. Harris, CFA",0.1593841194586369,male,"Wells Fargo Securities, LLC","('SCHW', '2018 q4')",0.0
11279,TROW,2018 q4,4020,0.5025663493598576,"Christopher M. Harris, CFA",0.1650189763691843,male,"Wells Fargo Securities, LLC","('TROW', '2018 q4')",0.0
11280,BEN,2018 q4,4020,0.6256068947837281,"Brian B. Bedell, CFA",0.8348978794347526,male,Deutsche Bank,"('BEN', '2018 q4')",0.0
11281,CME,2018 q4,4020,0.6724080978669316,"Brian B. Bedell, CFA",0.934718295859264,male,Deutsche Bank,"('CME', '2018 q4')",0.0
11282,ETFC,2018 q4,4020,0.5415914859943842,"Brian B. Bedell, CFA",0.7553419092710538,male,Deutsche Bank,"('ETFC', '2018 q4')",0.0
11283,ICE,2018 q4,4020,0.7822618912195134,"Brian B. Bedell, CFA",0.9026158453481214,male,Deutsche Bank,"('ICE', '2018 q4')",0.0
11284,IVZ,2018 q4,4020,0.5387320429758946,"Brian B. Bedell, CFA",0.802971618762942,male,Deutsche Bank,"('IVZ', '2018 q4')",0.0
11285,NDAQ,2018 q4,4020,0.8069206872705063,"Brian B. Bedell, CFA",0.8846224025895675,male,Deutsche Bank,"('NDAQ', '2018 q4')",0.0
11286,NTRS,2018 q4,4020,0.6223992373036467,"Brian B. Bedell, CFA",0.864116004755418,male,Deutsche Bank,"('NTRS', '2018 q4')",0.0
11287,SCHW,2018 q4,4020,0.5399793401077306,"Brian B. Bedell, CFA",0.8684379324310497,male,Deutsche Bank,"('SCHW', '2018 q4')",0.0
11288,TROW,2018 q4,4020,0.5025663493598576,"Brian B. Bedell, CFA",0.85423420904779,male,Deutsche Bank,"('TROW', '2018 q4')",0.0
11289,BEN,2018 q4,4020,0.6256068947837281,"Michael R. Carrier, CFA",0.4859750793136519,male,BofA Global Research,"('BEN', '2018 q4')",0.0
11290,CME,2018 q4,4020,0.6724080978669316,"Michael R. Carrier, CFA",0.6476009811358573,male,BofA Global Research,"('CME', '2018 q4')",0.0
11291,ETFC,2018 q4,4020,0.5415914859943842,"Michael R. Carrier, CFA",0.6114168691666101,male,BofA Global Research,"('ETFC', '2018 q4')",0.010754801332950592
11292,GS,2018 q4,4020,0.7359124260948524,"Michael R. Carrier, CFA",0.6284534286093421,male,BofA Global Research,"('GS', '2018 q4')",0.0
11293,ICE,2018 q4,4020,0.7822618912195134,"Michael R. Carrier, CFA",0.4673516952972155,male,BofA Global Research,"('ICE', '2018 q4')",0.0
11294,IVZ,2018 q4,4020,0.5387320429758946,"Michael R. Carrier, CFA",0.3689169942835126,male,BofA Global Research,"('IVZ', '2018 q4')",0.0
11295,MS,2018 q4,4020,0.6718816825037659,"Michael R. Carrier, CFA",0.4855195070216916,male,BofA Global Research,"('MS', '2018 q4')",0.0
11296,NDAQ,2018 q4,4020,0.8069206872705063,"Michael R. Carrier, CFA",0.6365520585055231,male,BofA Global Research,"('NDAQ', '2018 q4')",0.0
11297,NTRS,2018 q4,4020,0.6223992373036467,"Michael R. Carrier, CFA",0.3702012552889906,male,BofA Global Research,"('NTRS', '2018 q4')",0.0
11298,SCHW,2018 q4,4020,0.5399793401077306,"Michael R. Carrier, CFA",0.3155315802922454,male,BofA Global Research,"('SCHW', '2018 q4')",0.020050963386893272
11299,TROW,2018 q4,4020,0.5025663493598576,"Michael R. Carrier, CFA",0.4314264516473363,male,BofA Global Research,"('TROW', '2018 q4')",0.0
11300,BEN,2018 q4,4020,0.6256068947837281,"Mr. Craig W. Siegenthaler, CFA",0.4767901774927457,male,Credit Suisse,"('BEN', '2018 q4')",0.0
11301,ETFC,2018 q4,4020,0.5415914859943842,"Mr. Craig W. Siegenthaler, CFA",0.284840983182909,male,Credit Suisse,"('ETFC', '2018 q4')",0.0
11302,IVZ,2018 q4,4020,0.5387320429758946,"Mr. Craig W. Siegenthaler, CFA",0.2790214776396752,male,Credit Suisse,"('IVZ', '2018 q4')",0.025277044624090195
11303,RJF,2018 q4,4020,0.5540731026442153,"Mr. Craig W. Siegenthaler, CFA",0.3537894065745156,male,Credit Suisse,"('RJF', '2018 q4')",0.0
11304,SCHW,2018 q4,4020,0.5399793401077306,"Mr. Craig W. Siegenthaler, CFA",0.2858528447887535,male,Credit Suisse,"('SCHW', '2018 q4')",0.0
11305,TROW,2018 q4,4020,0.5025663493598576,"Mr. Craig W. Siegenthaler, CFA",0.2696506412791091,male,Credit Suisse,"('TROW', '2018 q4')",0.0
11306,BEN,2018 q4,4020,0.6256068947837281,"Mr. Jeremy E. Campbell, CFA",0.3202804456646873,male,Barclays,"('BEN', '2018 q4')",0.0
11307,ETFC,2018 q4,4020,0.5415914859943842,"Mr. Jeremy E. Campbell, CFA",0.2709983138331922,male,Barclays,"('ETFC', '2018 q4')",0.0
11308,ICE,2018 q4,4020,0.7822618912195134,"Mr. Jeremy E. Campbell, CFA",0.4328858979485386,male,Barclays,"('ICE', '2018 q4')",0.0
11309,IVZ,2018 q4,4020,0.5387320429758946,"Mr. Jeremy E. Campbell, CFA",0.2352509037422556,male,Barclays,"('IVZ', '2018 q4')",0.0
11310,MKTX,2018 q4,4020,0.6719034848259617,"Mr. Jeremy E. Campbell, CFA",0.4433748245657916,male,Barclays,"('MKTX', '2018 q4')",0.0
11311,SCHW,2018 q4,4020,0.5399793401077306,"Mr. Jeremy E. Campbell, CFA",0.2364892458486404,male,Barclays,"('SCHW', '2018 q4')",0.0
11312,TROW,2018 q4,4020,0.5025663493598576,"Mr. Jeremy E. Campbell, CFA",0.1411584749946942,male,Barclays,"('TROW', '2018 q4')",0.0
11313,BK,2018 q4,4020,0.6970802724974601,"Mr. Jason M. Goldberg, CFA",0.6970802724974601,male,Barclays,"('BK', '2018 q4')",0.0115397903136909
11314,COF,2018 q4,4020,0.3846194718968619,"Mr. Jason M. Goldberg, CFA",0.0997136088110547,male,Barclays,"('COF', '2018 q4')",0.0
11315,GS,2018 q4,4020,0.7359124260948524,"Mr. Jason M. Goldberg, CFA",0.359198986672466,male,Barclays,"('GS', '2018 q4')",0.0
11316,MS,2018 q4,4020,0.6718816825037659,"Mr. Jason M. Goldberg, CFA",0.2299603035834004,male,Barclays,"('MS', '2018 q4')",0.0
11317,NTRS,2018 q4,4020,0.6223992373036467,"Mr. Jason M. Goldberg, CFA",0.2532760030747672,male,Barclays,"('NTRS', '2018 q4')",0.0
11318,BK,2018 q4,4020,0.6970802724974601,Eric Compton,0.69708027249746,male,"Morningstar, Inc.","('BK', '2018 q4')",0.0
11319,NTRS,2018 q4,4020,0.6223992373036467,Eric Compton,0.789166585740778,male,"Morningstar, Inc.","('NTRS', '2018 q4')",0.0
11320,BLK,2018 q4,4020,0.0,Morningstar ,,Not a person,"Morningstar, Inc.","('BLK', '2018 q4')",0.0
11321,CME,2018 q4,4020,0.6724080978669316,"Richard H. Repetto, CFA",0.3743005446440169,male,Sandler O'Neill & Partners,"('CME', '2018 q4')",0.0
11322,ETFC,2018 q4,4020,0.5415914859943842,"Richard H. Repetto, CFA",0.2252274339305552,male,Sandler O'Neill & Partners,"('ETFC', '2018 q4')",0.020860468968749046
11323,CME,2018 q4,4020,0.6724080978669316,Chris Kuiper,0.5135085158769457,male,CFRA Equity Research,"('CME', '2018 q4')",0.0
11324,COF,2018 q4,4020,0.3846194718968619,Chris Kuiper,0.4278085584061328,male,CFRA Equity Research,"('COF', '2018 q4')",0.0
11325,DFS,2018 q4,4020,0.339809064262939,Chris Kuiper,0.4790742107300598,male,CFRA Equity Research,"('DFS', '2018 q4')",0.0
11326,ICE,2018 q4,4020,0.7822618912195134,Chris Kuiper,0.6872347294904702,male,CFRA Equity Research,"('ICE', '2018 q4')",0.0
11327,MCO,2018 q4,4020,0.43874355883507,Chris Kuiper,0.5185074781268663,male,CFRA Equity Research,"('MCO', '2018 q4')",0.0
11328,MSCI,2018 q4,4020,0.7996913088560882,Chris Kuiper,0.6713897114633337,male,CFRA Equity Research,"('MSCI', '2018 q4')",0.0
11329,NDAQ,2018 q4,4020,0.8069206872705063,Chris Kuiper,0.6443444306861328,male,CFRA Equity Research,"('NDAQ', '2018 q4')",0.0
11330,SPGI,2018 q4,4020,0.0,Chris Kuiper,,male,CFRA Equity Research,"('SPGI', '2018 q4')",0.0
11331,SYF,2018 q4,4020,0.6155738980621457,Chris Kuiper,0.5563807024749462,male,CFRA Equity Research,"('SYF', '2018 q4')",0.0
11332,COF,2018 q4,4020,0.3846194718968619,"Jason M. Arnold, CFA",0.7542909781952002,male,RBC Capital Markets,"('COF', '2018 q4')",0.03333333507180214
11333,DFS,2018 q4,4020,0.339809064262939,"Jason M. Arnold, CFA",0.1389687190525062,male,RBC Capital Markets,"('DFS', '2018 q4')",0.0
11334,SYF,2018 q4,4020,0.6155738980621457,"Jason M. Arnold, CFA",0.6503528515050178,male,RBC Capital Markets,"('SYF', '2018 q4')",0.03333333507180214
11335,COF,2018 q4,4020,0.3846194718968619,"Mr. Christopher R. Donat, CFA",0.1484566521586851,male,Sandler O'Neill & Partners,"('COF', '2018 q4')",0.0
11336,DFS,2018 q4,4020,0.339809064262939,"Mr. Christopher R. Donat, CFA",0.1473060174324112,male,Sandler O'Neill & Partners,"('DFS', '2018 q4')",0.0
11337,COF,2018 q4,4020,0.3846194718968619,Mr. Moshe Orenbuch,0.1229127690673363,male,Credit Suisse,"('COF', '2018 q4')",0.0
11338,DFS,2018 q4,4020,0.339809064262939,Mr. Moshe Orenbuch,0.1002066646107904,male,Credit Suisse,"('DFS', '2018 q4')",0.0
11339,COF,2018 q4,4020,0.3846194718968619,Mr. Kevin J. Barker,0.1287620405420223,male,Piper Sandler Companies,"('COF', '2018 q4')",0.013856237754225731
11340,COF,2018 q4,4020,0.3846194718968619,Mr. John Pancari,0.1489562746105107,male,EVERCORE ISI,"('COF', '2018 q4')",0.0
11341,DFS,2018 q4,4020,0.339809064262939,Mr. John Pancari,0.0943159170032385,male,EVERCORE ISI,"('DFS', '2018 q4')",0.0
11342,COF,2018 q4,4020,0.3846194718968619,Mr. Kenneth M. Bruce,0.1309337317055028,male,BofA Global Research,"('COF', '2018 q4')",0.0
11343,DFS,2018 q4,4020,0.339809064262939,Mr. Kenneth M. Bruce,0.1492743850535661,male,BofA Global Research,"('DFS', '2018 q4')",0.02438328228890896
11344,SYF,2018 q4,4020,0.6155738980621457,Mr. Kenneth M. Bruce,0.3839944571966029,male,BofA Global Research,"('SYF', '2018 q4')",0.026873670518398285
11345,COF,2018 q4,4020,0.3846194718968619,Mr. Robert P. Napoli,0.0962468455478923,male,William Blair & Company,"('COF', '2018 q4')",0.0
11346,DFS,2018 q4,4020,0.339809064262939,"Mr. Vincent A. Caintic, CFA",0.2147501042560497,male,Stephens Inc.,"('DFS', '2018 q4')",0.0
11347,DFS,2018 q4,4020,0.339809064262939,David M. Scharf,0.2191531964797832,male,JMP Securities,"('DFS', '2018 q4')",0.02225857973098755
11348,SYF,2018 q4,4020,0.6155738980621457,David M. Scharf,0.3981571659709974,male,JMP Securities,"('SYF', '2018 q4')",0.0
11349,ETFC,2018 q4,4020,0.5415914859943842,Mr. Steven J. Chubak,0.3847263415936094,male,Wolfe Research,"('ETFC', '2018 q4')",0.028712596744298935
11350,RJF,2018 q4,4020,0.5540731026442153,Mr. Steven J. Chubak,0.517395920455009,male,Wolfe Research,"('RJF', '2018 q4')",0.0
11351,ETFC,2018 q4,4020,0.5415914859943842,Daniel T. Fannon,0.2736822123840378,male,Jefferies,"('ETFC', '2018 q4')",0.016082068905234337
11352,MKTX,2018 q4,4020,0.6719034848259617,Daniel T. Fannon,0.5671295448743057,male,Jefferies,"('MKTX', '2018 q4')",0.0
11353,SCHW,2018 q4,4020,0.5399793401077306,Daniel T. Fannon,0.3746467102159271,male,Jefferies,"('SCHW', '2018 q4')",0.0
11354,TROW,2018 q4,4020,0.5025663493598576,Daniel T. Fannon,0.3946212339380877,male,Jefferies,"('TROW', '2018 q4')",0.0
11355,ETFC,2018 q4,4020,0.5415914859943842,Harrison Webster,0.592415289505415,male,CFRA Equity Research,"('ETFC', '2018 q4')",0.0
11356,RJF,2018 q4,4020,0.5540731026442153,Harrison Webster,0.5532944471174561,male,CFRA Equity Research,"('RJF', '2018 q4')",0.0
11357,SCHW,2018 q4,4020,0.5399793401077306,Harrison Webster,0.5005999822089245,male,CFRA Equity Research,"('SCHW', '2018 q4')",0.0
11358,ETFC,2018 q4,4020,0.5415914859943842,Mr. Devin P. Ryan,0.2951208800029376,male,JMP Securities,"('ETFC', '2018 q4')",0.013216139748692513
11359,GS,2018 q4,4020,0.7359124260948524,Mr. Devin P. Ryan,0.6586772993895268,male,JMP Securities,"('GS', '2018 q4')",0.0
11360,RJF,2018 q4,4020,0.5540731026442153,Mr. Devin P. Ryan,0.5623980297703988,male,JMP Securities,"('RJF', '2018 q4')",0.04655144363641739
11361,SCHW,2018 q4,4020,0.5399793401077306,Mr. Devin P. Ryan,0.4810885451632505,male,JMP Securities,"('SCHW', '2018 q4')",0.0
11362,ETFC,2018 q4,4020,0.5415914859943842,Research Department,0.3972689145907559,Not a person,Trefis,"('ETFC', '2018 q4')",0.0
11363,GS,2018 q4,4020,0.7359124260948524,"Mr. Glenn P. Schorr, CFA",0.3061804457646951,male,EVERCORE ISI,"('GS', '2018 q4')",0.01666666753590107
11364,IVZ,2018 q4,4020,0.5387320429758946,"Mr. Glenn P. Schorr, CFA",0.7132518064432609,male,EVERCORE ISI,"('IVZ', '2018 q4')",0.03333333507180214
11365,MS,2018 q4,4020,0.6718816825037659,"Mr. Glenn P. Schorr, CFA",0.2769404155541475,male,EVERCORE ISI,"('MS', '2018 q4')",0.0
11366,NTRS,2018 q4,4020,0.6223992373036467,"Mr. Glenn P. Schorr, CFA",0.2385697660357379,male,EVERCORE ISI,"('NTRS', '2018 q4')",0.0
11367,TROW,2018 q4,4020,0.5025663493598576,"Mr. Glenn P. Schorr, CFA",0.3100349831511773,male,EVERCORE ISI,"('TROW', '2018 q4')",0.0
11368,GS,2018 q4,4020,0.7359124260948524,"Mr. Kenneth M. Leon, CPA",0.7256214399919816,male,CFRA Equity Research,"('GS', '2018 q4')",0.0
11369,MS,2018 q4,4020,0.6718816825037659,"Mr. Kenneth M. Leon, CPA",0.6989003427100947,male,CFRA Equity Research,"('MS', '2018 q4')",0.0
11370,GS,2018 q4,4020,0.7359124260948524,Ms. Susan Roth Katzke,0.6483001846745696,female,Credit Suisse,"('GS', '2018 q4')",0.006097197066992521
11371,MS,2018 q4,4020,0.6718816825037659,Ms. Susan Roth Katzke,0.6567771100890872,female,Credit Suisse,"('MS', '2018 q4')",0.01868596952408552
11372,NTRS,2018 q4,4020,0.6223992373036467,Ms. Susan Roth Katzke,0.4046428160394038,female,Credit Suisse,"('NTRS', '2018 q4')",0.017172436229884624
11373,GS,2018 q4,4020,0.7359124260948524,Gerard S. Cassidy,0.3827139781221681,male,RBC Capital Markets,"('GS', '2018 q4')",0.0
11374,MS,2018 q4,4020,0.6718816825037659,Gerard S. Cassidy,0.2623061743928928,male,RBC Capital Markets,"('MS', '2018 q4')",0.0
11375,NTRS,2018 q4,4020,0.6223992373036467,Gerard S. Cassidy,0.264983404100901,male,RBC Capital Markets,"('NTRS', '2018 q4')",0.0
11376,STT,2018 q4,4020,0.0,Gerard S. Cassidy,,male,RBC Capital Markets,"('STT', '2018 q4')",0.0
11377,GS,2018 q4,4020,0.7359124260948524,Mikhail Zavaraev,0.3326680938251716,male,Arbat Capital,"('GS', '2018 q4')",0.019941817969083786
11378,GS,2018 q4,4020,0.7359124260948524,Mr. Jeffery J. Harte,0.4225523577583705,male,Sandler O'Neill & Partners,"('GS', '2018 q4')",0.0
11379,MS,2018 q4,4020,0.6718816825037659,Mr. Jeffery J. Harte,0.4738749476764707,male,Sandler O'Neill & Partners,"('MS', '2018 q4')",0.0
11380,NTRS,2018 q4,4020,0.6223992373036467,Mr. Jeffery J. Harte,0.3005172943439582,male,Sandler O'Neill & Partners,"('NTRS', '2018 q4')",0.0
11381,GS,2018 q4,4020,0.7359124260948524,Mr. Andrew Lim,0.7068709988399915,male,Societe Generale,"('GS', '2018 q4')",0.0
11382,MS,2018 q4,4020,0.6718816825037659,Mr. Andrew Lim,0.5978864795912054,male,Societe Generale,"('MS', '2018 q4')",0.0
11383,MCO,2018 q4,4020,0.43874355883507,Mr. Jeffrey M. Silber,0.1758186728019956,male,BMO Capital Markets,"('MCO', '2018 q4')",0.0
11384,MCO,2018 q4,4020,0.43874355883507,"Peter P. Appert, CFA",0.1556154311242209,male,Piper Sandler Companies,"('MCO', '2018 q4')",0.0
11385,MCO,2018 q4,4020,0.43874355883507,Ms. Toni M. Kaplan,0.2969799377352314,female,Morgan Stanley,"('MCO', '2018 q4')",0.0
11386,MCO,2018 q4,4020,0.43874355883507,"Timothy J. McHugh, CFA",0.400881736074726,male,William Blair & Company,"('MCO', '2018 q4')",0.0
11387,MCO,2018 q4,4020,0.43874355883507,"Mr. Alex Kramm, CFA",0.1579291960755215,male,UBS Equities,"('MCO', '2018 q4')",0.0
11388,MKTX,2018 q4,4020,0.6719034848259617,"Mr. Chris Shutler, CFA",0.4463862475393874,male,William Blair & Company,"('MKTX', '2018 q4')",0.0
11389,MSCI,2018 q4,4020,0.7996913088560882,"Mr. Chris Shutler, CFA",0.4967457136834293,male,William Blair & Company,"('MSCI', '2018 q4')",0.02756338380277157
11390,SCHW,2018 q4,4020,0.5399793401077306,"Mr. Chris Shutler, CFA",0.2306683375663655,male,William Blair & Company,"('SCHW', '2018 q4')",0.0
11391,TROW,2018 q4,4020,0.5025663493598576,"Mr. Chris Shutler, CFA",0.2302105768986707,male,William Blair & Company,"('TROW', '2018 q4')",0.0
11392,MS,2018 q4,4020,0.6718816825037659,James F. Mitchell,0.2115794291753177,male,The Buckingham Research Group,"('MS', '2018 q4')",0.0
11393,NTRS,2018 q4,4020,0.6223992373036467,James F. Mitchell,0.2211962562565942,male,The Buckingham Research Group,"('NTRS', '2018 q4')",0.0
11394,RJF,2018 q4,4020,0.5540731026442153,James F. Mitchell,0.1928065343778397,male,The Buckingham Research Group,"('RJF', '2018 q4')",0.0
11395,MSCI,2018 q4,4020,0.7996913088560882,"Keith M. Housum, CPA",0.6535174194453467,male,Northcoast Research,"('MSCI', '2018 q4')",0.0
11396,MSCI,2018 q4,4020,0.7996913088560882,Manav S. Patnaik,0.8357742654095005,male,Barclays,"('MSCI', '2018 q4')",0.0
11397,NDAQ,2018 q4,4020,0.8069206872705063,Mr. Ravindra kulkarni,0.7091946436156207,male,Crispidea,"('NDAQ', '2018 q4')",0.011846153996884823
11398,NTRS,2018 q4,4020,0.6223992373036467,"Mr. Michael Mayo, CFA",0.6750216158484096,male,"Wells Fargo Securities, LLC","('NTRS', '2018 q4')",0.03333333507180214
11399,SYF,2018 q4,4020,0.6155738980621457,Mr. James E. Friedman,0.7246185411087224,male,Susquehanna Financial Group LLLP,"('SYF', '2018 q4')",0.007283417508006096
11400,SYF,2018 q4,4020,0.6155738980621457,"Betsy L. Graseck, CFA",0.3114860690519598,female,Morgan Stanley,"('SYF', '2018 q4')",0.0
11401,TROW,2018 q4,4020,0.5025663493598576,"Macrae Sykes, II",0.1461862085427492,female,Gabelli & Company,"('TROW', '2018 q4')",0.0
11402,AMP,2019 q1,4020,0.4635845351820327,Mr. John B. Barnidge,0.2812600609071171,male,Sandler O'Neill & Partners,"('AMP', '2019 q1')",0.0
11403,AMP,2019 q1,4020,0.4635845351820327,Mr. Thomas Gallagher,0.198342796842898,male,EVERCORE ISI,"('AMP', '2019 q1')",0.01322762481868267
11404,AMP,2019 q1,4020,0.4635845351820327,"Mr. Michael Wong, CFA",0.6548967595130458,male,"Morningstar, Inc.","('AMP', '2019 q1')",0.0
11405,GS,2019 q1,4020,0.8014546283021867,"Mr. Michael Wong, CFA",0.7319405180763265,male,"Morningstar, Inc.","('GS', '2019 q1')",0.0
11406,MS,2019 q1,4020,0.8558974655330595,"Mr. Michael Wong, CFA",0.8861353595984248,male,"Morningstar, Inc.","('MS', '2019 q1')",0.0
11407,RJF,2019 q1,4020,0.6824728491465633,"Mr. Michael Wong, CFA",0.87590476707888,male,"Morningstar, Inc.","('RJF', '2019 q1')",0.0
11408,SCHW,2019 q1,4020,0.5790779356771877,"Mr. Michael Wong, CFA",0.6121706060882032,male,"Morningstar, Inc.","('SCHW', '2019 q1')",0.0
11409,AMP,2019 q1,4020,0.4635845351820327,Ms. Catherine A. Seifert,0.5165548635679911,female,CFRA Equity Research,"('AMP', '2019 q1')",0.0
11410,BEN,2019 q1,4020,0.7641912929507405,Ms. Catherine A. Seifert,0.567334093191275,female,CFRA Equity Research,"('BEN', '2019 q1')",0.0
11411,BRKa,2019 q1,4020,0.4946085888002227,Ms. Catherine A. Seifert,0.5488877718401443,female,CFRA Equity Research,"('BRKa', '2019 q1')",0.0
11412,ETFC,2019 q1,4020,0.6258322289429747,Ms. Catherine A. Seifert,0.4728569784852233,female,CFRA Equity Research,"('ETFC', '2019 q1')",0.0
11413,IVZ,2019 q1,4020,0.5252470889985064,Ms. Catherine A. Seifert,0.4240471147152017,female,CFRA Equity Research,"('IVZ', '2019 q1')",0.0
11414,NTRS,2019 q1,4020,0.6707022251092534,Ms. Catherine A. Seifert,0.6698713824493556,female,CFRA Equity Research,"('NTRS', '2019 q1')",0.0
11415,TROW,2019 q1,4020,0.4727323947596489,Ms. Catherine A. Seifert,0.4797095781801483,female,CFRA Equity Research,"('TROW', '2019 q1')",0.0
11416,AMP,2019 q1,4020,0.4635845351820327,Nigel Dally,0.41542597336506,male,Morgan Stanley,"('AMP', '2019 q1')",0.0
11417,AMP,2019 q1,4020,0.4635845351820327,Mr. Ken S. Lee,0.166703482621434,male,RBC Capital Markets,"('AMP', '2019 q1')",0.0
11418,IVZ,2019 q1,4020,0.5252470889985064,Mr. Ken S. Lee,0.1597502964240761,male,RBC Capital Markets,"('IVZ', '2019 q1')",0.0
11419,AMP,2019 q1,4020,0.4635845351820327,Mr. Andrew S. Kligerman,0.2999992717598719,male,Credit Suisse,"('AMP', '2019 q1')",0.0
11420,AXP,2019 q1,4020,0.6783222028546841,Mr. Moshe Orenbuch,0.5943781592596589,male,Credit Suisse,"('AXP', '2019 q1')",0.0
11421,COF,2019 q1,4020,0.4714829177374389,Mr. Moshe Orenbuch,0.1141993273899302,male,Credit Suisse,"('COF', '2019 q1')",0.0
11422,AXP,2019 q1,4020,0.6783222028546841,Chris Kuiper,0.6732935320240115,male,CFRA Equity Research,"('AXP', '2019 q1')",0.0034351651556789875
11423,CBOE,2019 q1,4020,0.4727770475236588,Chris Kuiper,0.5037289092846221,male,CFRA Equity Research,"('CBOE', '2019 q1')",0.0
11424,CME,2019 q1,4020,0.7839434089845013,Chris Kuiper,0.5854146857268804,male,CFRA Equity Research,"('CME', '2019 q1')",0.0
11425,COF,2019 q1,4020,0.4714829177374389,Chris Kuiper,0.3955663583097807,male,CFRA Equity Research,"('COF', '2019 q1')",0.0
11426,DFS,2019 q1,4020,0.4611934198224623,Chris Kuiper,0.4067775239551056,male,CFRA Equity Research,"('DFS', '2019 q1')",0.0
11427,ICE,2019 q1,4020,0.656354758976288,Chris Kuiper,0.5976634449767602,male,CFRA Equity Research,"('ICE', '2019 q1')",0.0
11428,MCO,2019 q1,4020,0.6519002755844456,Chris Kuiper,0.523823725746144,male,CFRA Equity Research,"('MCO', '2019 q1')",0.0
11429,MSCI,2019 q1,4020,0.6724740412283732,Chris Kuiper,0.5913047386998675,male,CFRA Equity Research,"('MSCI', '2019 q1')",0.0
11430,NDAQ,2019 q1,4020,0.675248167144661,Chris Kuiper,0.5331543528776894,male,CFRA Equity Research,"('NDAQ', '2019 q1')",0.0
11431,SPGI,2019 q1,4020,0.6799924629222344,Chris Kuiper,0.6799924629222344,male,CFRA Equity Research,"('SPGI', '2019 q1')",0.015528933610767126
11432,SYF,2019 q1,4020,0.542673929908547,Chris Kuiper,0.4958435995865504,male,CFRA Equity Research,"('SYF', '2019 q1')",0.0
11433,AXP,2019 q1,4020,0.6783222028546841,"Mr. Christopher R. Donat, CFA",0.4736732981747602,male,Sandler O'Neill & Partners,"('AXP', '2019 q1')",0.0
11434,COF,2019 q1,4020,0.4714829177374389,"Mr. Christopher R. Donat, CFA",0.1759151690389415,male,Sandler O'Neill & Partners,"('COF', '2019 q1')",0.0
11435,DFS,2019 q1,4020,0.4611934198224623,"Mr. Christopher R. Donat, CFA",0.2483655499751817,male,Sandler O'Neill & Partners,"('DFS', '2019 q1')",0.0
11436,AXP,2019 q1,4020,0.6783222028546841,Credit Suisse Global Product Marketing,0.5237487976131533,Not a person,Credit Suisse,"('AXP', '2019 q1')",0.01541260164231062
11437,GS,2019 q1,4020,0.8014546283021867,Credit Suisse Global Product Marketing,0.6444898907827256,Not a person,Credit Suisse,"('GS', '2019 q1')",0.0
11438,AXP,2019 q1,4020,0.6783222028546841,Colin Plunkett,0.7691761841288787,male,"Morningstar, Inc.","('AXP', '2019 q1')",0.0
11439,CME,2019 q1,4020,0.7839434089845013,Colin Plunkett,0.7123707454783339,male,"Morningstar, Inc.","('CME', '2019 q1')",0.0
11440,COF,2019 q1,4020,0.4714829177374389,Colin Plunkett,0.5584392077940106,male,"Morningstar, Inc.","('COF', '2019 q1')",0.0
11441,DFS,2019 q1,4020,0.4611934198224623,Colin Plunkett,0.467074218823135,male,"Morningstar, Inc.","('DFS', '2019 q1')",0.0
11442,ICE,2019 q1,4020,0.656354758976288,Colin Plunkett,0.7079879569387489,male,"Morningstar, Inc.","('ICE', '2019 q1')",0.0
11443,MCO,2019 q1,4020,0.6519002755844456,Colin Plunkett,0.693081416820651,male,"Morningstar, Inc.","('MCO', '2019 q1')",0.004389832727611065
11444,MSCI,2019 q1,4020,0.6724740412283732,Colin Plunkett,0.6366551549453491,male,"Morningstar, Inc.","('MSCI', '2019 q1')",0.005393323488533497
11445,NDAQ,2019 q1,4020,0.675248167144661,Colin Plunkett,0.6518921585326226,male,"Morningstar, Inc.","('NDAQ', '2019 q1')",0.009770572185516357
11446,SPGI,2019 q1,4020,0.6799924629222344,Colin Plunkett,0.6799924629222344,male,"Morningstar, Inc.","('SPGI', '2019 q1')",0.0
11447,SYF,2019 q1,4020,0.542673929908547,Colin Plunkett,0.471145453454905,male,"Morningstar, Inc.","('SYF', '2019 q1')",0.0
11448,BEN,2019 q1,4020,0.7641912929507405,"Mr. Craig W. Siegenthaler, CFA",0.5259020100599556,male,Credit Suisse,"('BEN', '2019 q1')",0.0
11449,ETFC,2019 q1,4020,0.6258322289429747,"Mr. Craig W. Siegenthaler, CFA",0.249169432638892,male,Credit Suisse,"('ETFC', '2019 q1')",0.04324110969901085
11450,RJF,2019 q1,4020,0.6824728491465633,"Mr. Craig W. Siegenthaler, CFA",0.3120511900707987,male,Credit Suisse,"('RJF', '2019 q1')",0.0
11451,SCHW,2019 q1,4020,0.5790779356771877,"Mr. Craig W. Siegenthaler, CFA",0.3156346666920711,male,Credit Suisse,"('SCHW', '2019 q1')",0.0
11452,TROW,2019 q1,4020,0.4727323947596489,"Mr. Craig W. Siegenthaler, CFA",0.1775685838070724,male,Credit Suisse,"('TROW', '2019 q1')",0.006839482579380274
11453,BEN,2019 q1,4020,0.7641912929507405,"Mr. Glenn P. Schorr, CFA",0.4758526604810648,male,EVERCORE ISI,"('BEN', '2019 q1')",0.011111111690600714
11454,GS,2019 q1,4020,0.8014546283021867,"Mr. Glenn P. Schorr, CFA",0.5784771088460446,male,EVERCORE ISI,"('GS', '2019 q1')",0.03333333507180214
11455,IVZ,2019 q1,4020,0.5252470889985064,"Mr. Glenn P. Schorr, CFA",0.7054270257064091,male,EVERCORE ISI,"('IVZ', '2019 q1')",0.03333333507180214
11456,NTRS,2019 q1,4020,0.6707022251092534,"Mr. Glenn P. Schorr, CFA",0.2947995634802707,male,EVERCORE ISI,"('NTRS', '2019 q1')",0.0
11457,TROW,2019 q1,4020,0.4727323947596489,"Mr. Glenn P. Schorr, CFA",0.3257742083018147,male,EVERCORE ISI,"('TROW', '2019 q1')",0.02639277745038271
11458,BEN,2019 q1,4020,0.7641912929507405,"Brian B. Bedell, CFA",0.8981488518391887,male,Deutsche Bank,"('BEN', '2019 q1')",0.0
11459,CME,2019 q1,4020,0.7839434089845013,"Brian B. Bedell, CFA",0.940724371217196,male,Deutsche Bank,"('CME', '2019 q1')",0.0
11460,ETFC,2019 q1,4020,0.6258322289429747,"Brian B. Bedell, CFA",0.8796164602352344,male,Deutsche Bank,"('ETFC', '2019 q1')",0.0
11461,ICE,2019 q1,4020,0.656354758976288,"Brian B. Bedell, CFA",0.8820043256177261,male,Deutsche Bank,"('ICE', '2019 q1')",0.0
11462,IVZ,2019 q1,4020,0.5252470889985064,"Brian B. Bedell, CFA",0.8355460738532396,male,Deutsche Bank,"('IVZ', '2019 q1')",0.0
11463,NDAQ,2019 q1,4020,0.675248167144661,"Brian B. Bedell, CFA",0.8873082714931836,male,Deutsche Bank,"('NDAQ', '2019 q1')",0.0
11464,NTRS,2019 q1,4020,0.6707022251092534,"Brian B. Bedell, CFA",0.910519000147906,male,Deutsche Bank,"('NTRS', '2019 q1')",0.0
11465,SCHW,2019 q1,4020,0.5790779356771877,"Brian B. Bedell, CFA",0.8426105011132418,male,Deutsche Bank,"('SCHW', '2019 q1')",0.0
11466,TROW,2019 q1,4020,0.4727323947596489,"Brian B. Bedell, CFA",0.8741057814715877,male,Deutsche Bank,"('TROW', '2019 q1')",0.0
11467,BEN,2019 q1,4020,0.7641912929507405,Mr. Greggory Warren,0.5559412827173339,male,"Morningstar, Inc.","('BEN', '2019 q1')",0.0
11468,BLK,2019 q1,4020,0.2800912333907254,Mr. Greggory Warren,0.2800912333907254,male,"Morningstar, Inc.","('BLK', '2019 q1')",0.0
11469,BRKa,2019 q1,4020,0.4946085888002227,Mr. Greggory Warren,0.4714263628178632,male,"Morningstar, Inc.","('BRKa', '2019 q1')",0.0
11470,IVZ,2019 q1,4020,0.5252470889985064,Mr. Greggory Warren,0.4632051813228826,male,"Morningstar, Inc.","('IVZ', '2019 q1')",0.0
11471,TROW,2019 q1,4020,0.4727323947596489,Mr. Greggory Warren,0.4585346623370366,male,"Morningstar, Inc.","('TROW', '2019 q1')",0.0
11472,BEN,2019 q1,4020,0.7641912929507405,Daniel T. Fannon,0.4318271786383536,male,Jefferies,"('BEN', '2019 q1')",0.0
11473,CME,2019 q1,4020,0.7839434089845013,Daniel T. Fannon,0.5465310699918023,male,Jefferies,"('CME', '2019 q1')",0.0
11474,ETFC,2019 q1,4020,0.6258322289429747,Daniel T. Fannon,0.4297445536872419,male,Jefferies,"('ETFC', '2019 q1')",0.013275131583213806
11475,IVZ,2019 q1,4020,0.5252470889985064,Daniel T. Fannon,0.2201290268210914,male,Jefferies,"('IVZ', '2019 q1')",0.0
11476,SCHW,2019 q1,4020,0.5790779356771877,Daniel T. Fannon,0.4172774960813109,male,Jefferies,"('SCHW', '2019 q1')",0.0
11477,TROW,2019 q1,4020,0.4727323947596489,Daniel T. Fannon,0.1909464994810315,male,Jefferies,"('TROW', '2019 q1')",0.0
11478,BEN,2019 q1,4020,0.7641912929507405,SADIF Research,0.9640145211195996,Not a person,Sadif Analytics Prime,"('BEN', '2019 q1')",0.933883547782898
11479,CME,2019 q1,4020,0.7839434089845013,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CME', '2019 q1')",0.9787750244140625
11480,MSCI,2019 q1,4020,0.6724740412283732,SADIF Research,0.99015642131984,Not a person,Sadif Analytics Prime,"('MSCI', '2019 q1')",0.970277726650238
11481,BEN,2019 q1,4020,0.7641912929507405,"Christopher M. Harris, CFA",0.3534490585981217,male,"Wells Fargo Securities, LLC","('BEN', '2019 q1')",0.007678752765059471
11482,CBOE,2019 q1,4020,0.4727770475236588,"Christopher M. Harris, CFA",0.3178607549799234,male,"Wells Fargo Securities, LLC","('CBOE', '2019 q1')",0.0
11483,CME,2019 q1,4020,0.7839434089845013,"Christopher M. Harris, CFA",0.3489444716902389,male,"Wells Fargo Securities, LLC","('CME', '2019 q1')",0.0
11484,ETFC,2019 q1,4020,0.6258322289429747,"Christopher M. Harris, CFA",0.2706007365535903,male,"Wells Fargo Securities, LLC","('ETFC', '2019 q1')",0.0
11485,ICE,2019 q1,4020,0.656354758976288,"Christopher M. Harris, CFA",0.3672538921463488,male,"Wells Fargo Securities, LLC","('ICE', '2019 q1')",0.0
11486,IVZ,2019 q1,4020,0.5252470889985064,"Christopher M. Harris, CFA",0.1757777599027735,male,"Wells Fargo Securities, LLC","('IVZ', '2019 q1')",0.0
11487,NDAQ,2019 q1,4020,0.675248167144661,"Christopher M. Harris, CFA",0.3555196463447336,male,"Wells Fargo Securities, LLC","('NDAQ', '2019 q1')",0.0
11488,RJF,2019 q1,4020,0.6824728491465633,"Christopher M. Harris, CFA",0.3152455403831327,male,"Wells Fargo Securities, LLC","('RJF', '2019 q1')",0.0
11489,SCHW,2019 q1,4020,0.5790779356771877,"Christopher M. Harris, CFA",0.2983442386161697,male,"Wells Fargo Securities, LLC","('SCHW', '2019 q1')",0.0
11490,TROW,2019 q1,4020,0.4727323947596489,"Christopher M. Harris, CFA",0.1736864312247836,male,"Wells Fargo Securities, LLC","('TROW', '2019 q1')",0.0
11491,BEN,2019 q1,4020,0.7641912929507405,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('BEN', '2019 q1')",0.9930745363235474
11492,CME,2019 q1,4020,0.7839434089845013,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CME', '2019 q1')",0.9930745363235474
11493,COF,2019 q1,4020,0.4714829177374389,Mr. Thomas Kee,0.9837429916354988,male,Stock Traders Daily Research,"('COF', '2019 q1')",0.9932178258895874
11494,DFS,2019 q1,4020,0.4611934198224623,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('DFS', '2019 q1')",0.9930745363235474
11495,ETFC,2019 q1,4020,0.6258322289429747,Mr. Thomas Kee,0.9847826429629164,male,Stock Traders Daily Research,"('ETFC', '2019 q1')",0.9931864738464355
11496,GS,2019 q1,4020,0.8014546283021867,Mr. Thomas Kee,0.974742405722376,male,Stock Traders Daily Research,"('GS', '2019 q1')",0.9793286025524139
11497,MCO,2019 q1,4020,0.6519002755844456,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MCO', '2019 q1')",0.9930745363235474
11498,MS,2019 q1,4020,0.8558974655330595,Mr. Thomas Kee,0.9996520706112983,male,Stock Traders Daily Research,"('MS', '2019 q1')",0.9771742820739746
11499,NTRS,2019 q1,4020,0.6707022251092534,Mr. Thomas Kee,0.996217119690366,male,Stock Traders Daily Research,"('NTRS', '2019 q1')",0.9931864738464355
11500,RJF,2019 q1,4020,0.6824728491465633,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('RJF', '2019 q1')",0.9930745363235474
11501,BK,2019 q1,4020,0.576386388110575,"Mr. Jason M. Goldberg, CFA",0.576386388110575,male,Barclays,"('BK', '2019 q1')",0.008996372111141682
11502,NTRS,2019 q1,4020,0.6707022251092534,"Mr. Jason M. Goldberg, CFA",0.3109152278756055,male,Barclays,"('NTRS', '2019 q1')",0.0
11503,BK,2019 q1,4020,0.576386388110575,Eric Compton,0.5763863881105751,male,"Morningstar, Inc.","('BK', '2019 q1')",0.0
11504,NTRS,2019 q1,4020,0.6707022251092534,Eric Compton,0.7216800280265206,male,"Morningstar, Inc.","('NTRS', '2019 q1')",0.0
11505,BLK,2019 q1,4020,0.2800912333907254,Morningstar ,0.2800912333907254,Not a person,"Morningstar, Inc.","('BLK', '2019 q1')",0.0
11506,BRKa,2019 q1,4020,0.4946085888002227,"Jay H. Gelb, CFA",0.3825398239837532,male,Barclays,"('BRKa', '2019 q1')",0.0
11507,CBOE,2019 q1,4020,0.4727770475236588,"Richard H. Repetto, CFA",0.5138451740827064,male,Sandler O'Neill & Partners,"('CBOE', '2019 q1')",0.0
11508,CME,2019 q1,4020,0.7839434089845013,"Richard H. Repetto, CFA",0.4036073811644695,male,Sandler O'Neill & Partners,"('CME', '2019 q1')",0.0
11509,ETFC,2019 q1,4020,0.6258322289429747,"Richard H. Repetto, CFA",0.2538370459895891,male,Sandler O'Neill & Partners,"('ETFC', '2019 q1')",0.0
11510,CME,2019 q1,4020,0.7839434089845013,"Michael R. Carrier, CFA",0.4699375096590947,male,BofA Global Research,"('CME', '2019 q1')",0.0
11511,ETFC,2019 q1,4020,0.6258322289429747,"Michael R. Carrier, CFA",0.3306240943153303,male,BofA Global Research,"('ETFC', '2019 q1')",0.0
11512,ICE,2019 q1,4020,0.656354758976288,"Michael R. Carrier, CFA",0.4475572620637223,male,BofA Global Research,"('ICE', '2019 q1')",0.0
11513,IVZ,2019 q1,4020,0.5252470889985064,"Michael R. Carrier, CFA",0.324349635606274,male,BofA Global Research,"('IVZ', '2019 q1')",0.0
11514,NTRS,2019 q1,4020,0.6707022251092534,"Michael R. Carrier, CFA",0.3956133360999616,male,BofA Global Research,"('NTRS', '2019 q1')",0.0
11515,SCHW,2019 q1,4020,0.5790779356771877,"Michael R. Carrier, CFA",0.2536612717122599,male,BofA Global Research,"('SCHW', '2019 q1')",0.0
11516,TROW,2019 q1,4020,0.4727323947596489,"Michael R. Carrier, CFA",0.5275237189968609,male,BofA Global Research,"('TROW', '2019 q1')",0.05039958283305168
11517,CME,2019 q1,4020,0.7839434089845013,"Mr. Jeremy E. Campbell, CFA",0.5447364029884608,male,Barclays,"('CME', '2019 q1')",0.0
11518,ETFC,2019 q1,4020,0.6258322289429747,"Mr. Jeremy E. Campbell, CFA",0.2969778707387195,male,Barclays,"('ETFC', '2019 q1')",0.0
11519,ICE,2019 q1,4020,0.656354758976288,"Mr. Jeremy E. Campbell, CFA",0.3723317085800249,male,Barclays,"('ICE', '2019 q1')",0.014194789342582226
11520,IVZ,2019 q1,4020,0.5252470889985064,"Mr. Jeremy E. Campbell, CFA",0.2291660332797093,male,Barclays,"('IVZ', '2019 q1')",0.0
11521,MKTX,2019 q1,4020,0.5782060824877672,"Mr. Jeremy E. Campbell, CFA",0.5782060824877672,male,Barclays,"('MKTX', '2019 q1')",0.0
11522,NDAQ,2019 q1,4020,0.675248167144661,"Mr. Jeremy E. Campbell, CFA",0.6261730731535122,male,Barclays,"('NDAQ', '2019 q1')",0.028252484276890755
11523,SCHW,2019 q1,4020,0.5790779356771877,"Mr. Jeremy E. Campbell, CFA",0.3313851702463964,male,Barclays,"('SCHW', '2019 q1')",0.0
11524,TROW,2019 q1,4020,0.4727323947596489,"Mr. Jeremy E. Campbell, CFA",0.146236766823866,male,Barclays,"('TROW', '2019 q1')",0.0
11525,COF,2019 q1,4020,0.4714829177374389,Mr. John Pancari,0.1088023033661074,male,EVERCORE ISI,"('COF', '2019 q1')",0.0
11526,DFS,2019 q1,4020,0.4611934198224623,Mr. John Pancari,0.1244010509493312,male,EVERCORE ISI,"('DFS', '2019 q1')",0.0
11527,COF,2019 q1,4020,0.4714829177374389,Mr. Robert P. Napoli,0.115825294734406,male,William Blair & Company,"('COF', '2019 q1')",0.0
11528,COF,2019 q1,4020,0.4714829177374389,Mr. Kevin J. Barker,0.1763962990108088,male,Piper Sandler Companies,"('COF', '2019 q1')",0.0
11529,COF,2019 q1,4020,0.4714829177374389,Mr. Trevor Williams,0.1113927008648013,male,Jefferies,"('COF', '2019 q1')",0.0
11530,COF,2019 q1,4020,0.4714829177374389,"Jason M. Arnold, CFA",0.7310931231474992,male,RBC Capital Markets,"('COF', '2019 q1')",0.03333333507180214
11531,DFS,2019 q1,4020,0.4611934198224623,"Jason M. Arnold, CFA",0.1727303588776065,male,RBC Capital Markets,"('DFS', '2019 q1')",0.0
11532,SYF,2019 q1,4020,0.542673929908547,"Jason M. Arnold, CFA",0.2535487763963207,male,RBC Capital Markets,"('SYF', '2019 q1')",0.0
11533,COF,2019 q1,4020,0.4714829177374389,Mr. Kenneth M. Bruce,0.1268836043223839,male,BofA Global Research,"('COF', '2019 q1')",0.0
11534,DFS,2019 q1,4020,0.4611934198224623,Mr. Kenneth M. Bruce,0.2019591120886931,male,BofA Global Research,"('DFS', '2019 q1')",0.0
11535,SYF,2019 q1,4020,0.542673929908547,Mr. Kenneth M. Bruce,0.3076777468093621,male,BofA Global Research,"('SYF', '2019 q1')",0.023827219381928444
11536,DFS,2019 q1,4020,0.4611934198224623,"Betsy L. Graseck, CFA",0.1556175425702931,female,Morgan Stanley,"('DFS', '2019 q1')",0.0
11537,DFS,2019 q1,4020,0.4611934198224623,"Mr. Vincent A. Caintic, CFA",0.2298357617510728,male,Stephens Inc.,"('DFS', '2019 q1')",0.0
11538,SYF,2019 q1,4020,0.542673929908547,"Mr. Vincent A. Caintic, CFA",0.57550757209501,male,Stephens Inc.,"('SYF', '2019 q1')",0.0
11539,ETFC,2019 q1,4020,0.6258322289429747,Research Department,0.3822488618614379,Not a person,Trefis,"('ETFC', '2019 q1')",0.0
11540,NDAQ,2019 q1,4020,0.675248167144661,Research Department,0.3820473029492855,Not a person,Trefis,"('NDAQ', '2019 q1')",0.0
11541,ETFC,2019 q1,4020,0.6258322289429747,Mr. Steven J. Chubak,0.537728217246588,male,Wolfe Research,"('ETFC', '2019 q1')",0.016566218808293343
11542,RJF,2019 q1,4020,0.6824728491465633,Mr. Steven J. Chubak,0.6093706053867026,male,Wolfe Research,"('RJF', '2019 q1')",0.0
11543,SCHW,2019 q1,4020,0.5790779356771877,Mr. Steven J. Chubak,0.5020671462868115,male,Wolfe Research,"('SCHW', '2019 q1')",0.0
11544,ETFC,2019 q1,4020,0.6258322289429747,Harrison Webster,0.4786661222273351,male,CFRA Equity Research,"('ETFC', '2019 q1')",0.0
11545,RJF,2019 q1,4020,0.6824728491465633,Harrison Webster,0.5779422222928827,male,CFRA Equity Research,"('RJF', '2019 q1')",0.0
11546,SCHW,2019 q1,4020,0.5790779356771877,Harrison Webster,0.5163035659851599,male,CFRA Equity Research,"('SCHW', '2019 q1')",0.0
11547,GS,2019 q1,4020,0.8014546283021867,"Mr. Kenneth M. Leon, CPA",0.6984721794580084,male,CFRA Equity Research,"('GS', '2019 q1')",0.0
11548,MS,2019 q1,4020,0.8558974655330595,"Mr. Kenneth M. Leon, CPA",0.7614367622652856,male,CFRA Equity Research,"('MS', '2019 q1')",0.0
11549,GS,2019 q1,4020,0.8014546283021867,Ms. Susan Roth Katzke,0.6412587463349226,female,Credit Suisse,"('GS', '2019 q1')",0.0
11550,MS,2019 q1,4020,0.8558974655330595,Ms. Susan Roth Katzke,0.6680356611124526,female,Credit Suisse,"('MS', '2019 q1')",0.0
11551,NTRS,2019 q1,4020,0.6707022251092534,Ms. Susan Roth Katzke,0.2913048513894473,female,Credit Suisse,"('NTRS', '2019 q1')",0.0
11552,GS,2019 q1,4020,0.8014546283021867,Mr. Andrew Lim,0.8042993971221417,male,Societe Generale,"('GS', '2019 q1')",0.0
11553,MS,2019 q1,4020,0.8558974655330595,Mr. Andrew Lim,0.8924700990058512,male,Societe Generale,"('MS', '2019 q1')",0.0
11554,GS,2019 q1,4020,0.8014546283021867,Gerard S. Cassidy,0.6153511652256616,male,RBC Capital Markets,"('GS', '2019 q1')",0.0
11555,MS,2019 q1,4020,0.8558974655330595,Gerard S. Cassidy,0.5450552336358931,male,RBC Capital Markets,"('MS', '2019 q1')",0.0
11556,NTRS,2019 q1,4020,0.6707022251092534,Gerard S. Cassidy,0.3286494582583634,male,RBC Capital Markets,"('NTRS', '2019 q1')",0.01666666753590107
11557,STT,2019 q1,4020,0.0,Gerard S. Cassidy,,male,RBC Capital Markets,"('STT', '2019 q1')",0.0
11558,GS,2019 q1,4020,0.8014546283021867,Mr. Devin P. Ryan,0.5244805087315914,male,JMP Securities,"('GS', '2019 q1')",0.0
11559,RJF,2019 q1,4020,0.6824728491465633,Mr. Devin P. Ryan,0.511822233927979,male,JMP Securities,"('RJF', '2019 q1')",0.03862309828400612
11560,SCHW,2019 q1,4020,0.5790779356771877,Mr. Devin P. Ryan,0.4471760823793664,male,JMP Securities,"('SCHW', '2019 q1')",0.0
11561,IVZ,2019 q1,4020,0.5252470889985064,"Mr. Chris Shutler, CFA",0.3097512498783245,male,William Blair & Company,"('IVZ', '2019 q1')",0.0
11562,MKTX,2019 q1,4020,0.5782060824877672,"Mr. Chris Shutler, CFA",0.5782060824877671,male,William Blair & Company,"('MKTX', '2019 q1')",0.0
11563,TROW,2019 q1,4020,0.4727323947596489,"Mr. Chris Shutler, CFA",0.1586452215593218,male,William Blair & Company,"('TROW', '2019 q1')",0.0
11564,MCO,2019 q1,4020,0.6519002755844456,"Peter P. Appert, CFA",0.4707205648384601,male,Piper Sandler Companies,"('MCO', '2019 q1')",0.0
11565,MCO,2019 q1,4020,0.6519002755844456,Mr. Jeffrey M. Silber,0.2448376031881554,male,BMO Capital Markets,"('MCO', '2019 q1')",0.0
11566,MCO,2019 q1,4020,0.6519002755844456,"Mr. Alex Kramm, CFA",0.2484008268203824,male,UBS Equities,"('MCO', '2019 q1')",0.0
11567,MCO,2019 q1,4020,0.6519002755844456,Ms. Toni M. Kaplan,0.321021515919751,female,Morgan Stanley,"('MCO', '2019 q1')",0.0
11568,MSCI,2019 q1,4020,0.6724740412283732,Ms. Toni M. Kaplan,0.3477843579584717,female,Morgan Stanley,"('MSCI', '2019 q1')",0.021987441927194595
11569,MCO,2019 q1,4020,0.6519002755844456,Manav S. Patnaik,0.7119293473494094,male,Barclays,"('MCO', '2019 q1')",0.0
11570,MSCI,2019 q1,4020,0.6724740412283732,Manav S. Patnaik,0.5176952192626308,male,Barclays,"('MSCI', '2019 q1')",0.0
11571,MS,2019 q1,4020,0.8558974655330595,Mr. Jeffery J. Harte,0.7283592707503475,male,Sandler O'Neill & Partners,"('MS', '2019 q1')",0.0
11572,NTRS,2019 q1,4020,0.6707022251092534,Mr. Jeffery J. Harte,0.5083237731170782,male,Sandler O'Neill & Partners,"('NTRS', '2019 q1')",0.0
11573,MSCI,2019 q1,4020,0.6724740412283732,"Keith M. Housum, CPA",0.3932446797286253,male,Northcoast Research,"('MSCI', '2019 q1')",0.007003223057836294
11574,NDAQ,2019 q1,4020,0.675248167144661,Mr. Ravindra kulkarni,0.5440871773379269,male,Crispidea,"('NDAQ', '2019 q1')",0.011207953095436096
11575,NTRS,2019 q1,4020,0.6707022251092534,James F. Mitchell,0.2469730257560199,male,The Buckingham Research Group,"('NTRS', '2019 q1')",0.013659912161529064
11576,RJF,2019 q1,4020,0.6824728491465633,James F. Mitchell,0.2703418120237334,male,The Buckingham Research Group,"('RJF', '2019 q1')",0.0
11577,SCHW,2019 q1,4020,0.5790779356771877,"Mr. Michael J. Cyprys, CFA",0.1736020673474853,male,Morgan Stanley,"('SCHW', '2019 q1')",0.0
11578,TROW,2019 q1,4020,0.4727323947596489,"Mr. Michael J. Cyprys, CFA",0.1353633244122136,male,Morgan Stanley,"('TROW', '2019 q1')",0.0
11579,SYF,2019 q1,4020,0.542673929908547,Mr. Mark Palmer,0.3468637363550434,male,BTIG,"('SYF', '2019 q1')",0.0
11580,SYF,2019 q1,4020,0.542673929908547,Mr. James E. Friedman,0.6539477902320281,male,Susquehanna Financial Group LLLP,"('SYF', '2019 q1')",0.03333333507180214
11581,SYF,2019 q1,4020,0.542673929908547,Ryan Carr,0.2793161534227615,male,Jefferies,"('SYF', '2019 q1')",0.0
11582,AMP,2019 q2,4020,0.5696968997950456,Mr. Thomas Gallagher,0.303016500452879,male,EVERCORE ISI,"('AMP', '2019 q2')",0.0
11583,AMP,2019 q2,4020,0.5696968997950456,Mr. John B. Barnidge,0.2554063984430686,male,Sandler O'Neill & Partners,"('AMP', '2019 q2')",0.0
11584,AMP,2019 q2,4020,0.5696968997950456,"Jay H. Gelb, CFA",0.7629893049762212,male,Barclays,"('AMP', '2019 q2')",0.0
11585,AMP,2019 q2,4020,0.5696968997950456,Ms. Catherine A. Seifert,0.5736034643394045,female,CFRA Equity Research,"('AMP', '2019 q2')",0.0
11586,BEN,2019 q2,4020,0.6041376439150518,Ms. Catherine A. Seifert,0.5444499972216557,female,CFRA Equity Research,"('BEN', '2019 q2')",0.0
11587,BK,2019 q2,4020,0.6550181268467097,Ms. Catherine A. Seifert,0.6809173953301361,female,CFRA Equity Research,"('BK', '2019 q2')",0.0
11588,BLK,2019 q2,4020,0.4609055499709772,Ms. Catherine A. Seifert,0.4609055499709772,female,CFRA Equity Research,"('BLK', '2019 q2')",0.0
11589,BRKa,2019 q2,4020,0.6607218632354089,Ms. Catherine A. Seifert,0.6607218632354089,female,CFRA Equity Research,"('BRKa', '2019 q2')",0.0
11590,ETFC,2019 q2,4020,0.5120001356440953,Ms. Catherine A. Seifert,0.5721236567840544,female,CFRA Equity Research,"('ETFC', '2019 q2')",0.0
11591,IVZ,2019 q2,4020,0.380939311073875,Ms. Catherine A. Seifert,0.3766968630619742,female,CFRA Equity Research,"('IVZ', '2019 q2')",0.0
11592,NTRS,2019 q2,4020,0.649089112590578,Ms. Catherine A. Seifert,0.6741493290438488,female,CFRA Equity Research,"('NTRS', '2019 q2')",0.0
11593,SCHW,2019 q2,4020,0.6341795192727486,Ms. Catherine A. Seifert,0.4900222834422909,female,CFRA Equity Research,"('SCHW', '2019 q2')",0.0
11594,STT,2019 q2,4020,0.0,Ms. Catherine A. Seifert,,female,CFRA Equity Research,"('STT', '2019 q2')",0.0
11595,TROW,2019 q2,4020,0.4774929916348086,Ms. Catherine A. Seifert,0.457660811782676,female,CFRA Equity Research,"('TROW', '2019 q2')",0.0
11596,AMP,2019 q2,4020,0.5696968997950456,"Mr. Michael Wong, CFA",0.6535753397322608,male,"Morningstar, Inc.","('AMP', '2019 q2')",0.006605692207813263
11597,GS,2019 q2,4020,0.7927583120527673,"Mr. Michael Wong, CFA",0.7412737466267033,male,"Morningstar, Inc.","('GS', '2019 q2')",0.0
11598,MS,2019 q2,4020,0.731025747562577,"Mr. Michael Wong, CFA",0.6906252736374422,male,"Morningstar, Inc.","('MS', '2019 q2')",0.0
11599,RJF,2019 q2,4020,0.4734510838125809,"Mr. Michael Wong, CFA",0.6208603870166578,male,"Morningstar, Inc.","('RJF', '2019 q2')",0.0
11600,SCHW,2019 q2,4020,0.6341795192727486,"Mr. Michael Wong, CFA",0.6479588919627225,male,"Morningstar, Inc.","('SCHW', '2019 q2')",0.0
11601,AMP,2019 q2,4020,0.5696968997950456,Mr. Ken S. Lee,0.2280362088641907,male,RBC Capital Markets,"('AMP', '2019 q2')",0.0
11602,IVZ,2019 q2,4020,0.380939311073875,Mr. Ken S. Lee,0.074276030949954,male,RBC Capital Markets,"('IVZ', '2019 q2')",0.0
11603,AMP,2019 q2,4020,0.5696968997950456,Mr. Andrew S. Kligerman,0.3237071505320457,male,Credit Suisse,"('AMP', '2019 q2')",0.0
11604,AMP,2019 q2,4020,0.5696968997950456,Nigel Dally,0.4763901397236187,male,Morgan Stanley,"('AMP', '2019 q2')",0.0
11605,AXP,2019 q2,4020,0.735930737052466,David M. Scharf,0.4429525277843945,male,JMP Securities,"('AXP', '2019 q2')",0.03333333507180214
11606,DFS,2019 q2,4020,0.3164773803821653,David M. Scharf,0.5158415159099254,male,JMP Securities,"('DFS', '2019 q2')",0.017472099512815475
11607,SYF,2019 q2,4020,0.6330125926230937,David M. Scharf,0.4692960160211479,male,JMP Securities,"('SYF', '2019 q2')",0.01969662308692932
11608,AXP,2019 q2,4020,0.735930737052466,"Mr. Vincent A. Caintic, CFA",0.6485408514285878,male,Stephens Inc.,"('AXP', '2019 q2')",0.0
11609,DFS,2019 q2,4020,0.3164773803821653,"Mr. Vincent A. Caintic, CFA",0.176825385274003,male,Stephens Inc.,"('DFS', '2019 q2')",0.0
11610,SYF,2019 q2,4020,0.6330125926230937,"Mr. Vincent A. Caintic, CFA",0.395185662253359,male,Stephens Inc.,"('SYF', '2019 q2')",0.0
11611,AXP,2019 q2,4020,0.735930737052466,Mr. Moshe Orenbuch,0.6476968506346472,male,Credit Suisse,"('AXP', '2019 q2')",0.0
11612,COF,2019 q2,4020,0.2783854828816933,Mr. Moshe Orenbuch,0.0967120684119118,male,Credit Suisse,"('COF', '2019 q2')",0.0
11613,DFS,2019 q2,4020,0.3164773803821653,Mr. Moshe Orenbuch,0.1247964372630054,male,Credit Suisse,"('DFS', '2019 q2')",0.0
11614,AXP,2019 q2,4020,0.735930737052466,Research Department,0.8530693240531292,Not a person,RBC Capital Markets,"('AXP', '2019 q2')",0.0
11615,AXP,2019 q2,4020,0.735930737052466,Research Department,0.8530693240531292,Not a person,Trefis,"('AXP', '2019 q2')",0.0
11616,ETFC,2019 q2,4020,0.5120001356440953,Research Department,0.3196132823459521,Not a person,RBC Capital Markets,"('ETFC', '2019 q2')",0.0
11617,ETFC,2019 q2,4020,0.5120001356440953,Research Department,0.3196132823459521,Not a person,Trefis,"('ETFC', '2019 q2')",0.0
11618,AXP,2019 q2,4020,0.735930737052466,Chris Kuiper,0.718622311682005,male,CFRA Equity Research,"('AXP', '2019 q2')",0.0
11619,CBOE,2019 q2,4020,0.0,Chris Kuiper,,male,CFRA Equity Research,"('CBOE', '2019 q2')",0.0
11620,CME,2019 q2,4020,0.6656286510135576,Chris Kuiper,0.4770570256875739,male,CFRA Equity Research,"('CME', '2019 q2')",0.0
11621,COF,2019 q2,4020,0.2783854828816933,Chris Kuiper,0.3657003733530705,male,CFRA Equity Research,"('COF', '2019 q2')",0.0
11622,DFS,2019 q2,4020,0.3164773803821653,Chris Kuiper,0.3817477315602694,male,CFRA Equity Research,"('DFS', '2019 q2')",0.0
11623,ICE,2019 q2,4020,0.714320469396645,Chris Kuiper,0.5845102539216563,male,CFRA Equity Research,"('ICE', '2019 q2')",0.0
11624,MCO,2019 q2,4020,0.430064629361115,Chris Kuiper,0.4679911775512677,male,CFRA Equity Research,"('MCO', '2019 q2')",0.0
11625,MSCI,2019 q2,4020,0.5657839809389574,Chris Kuiper,0.5437418246393254,male,CFRA Equity Research,"('MSCI', '2019 q2')",0.0
11626,NDAQ,2019 q2,4020,0.8660592189755228,Chris Kuiper,0.7042133369207165,male,CFRA Equity Research,"('NDAQ', '2019 q2')",0.0
11627,SPGI,2019 q2,4020,0.8559767016809188,Chris Kuiper,0.8559767016809188,male,CFRA Equity Research,"('SPGI', '2019 q2')",0.012526391772553325
11628,SYF,2019 q2,4020,0.6330125926230937,Chris Kuiper,0.544698340010234,male,CFRA Equity Research,"('SYF', '2019 q2')",0.0
11629,AXP,2019 q2,4020,0.735930737052466,Colin Plunkett,0.6936355332491364,male,"Morningstar, Inc.","('AXP', '2019 q2')",0.0
11630,CME,2019 q2,4020,0.6656286510135576,Colin Plunkett,0.624740134738564,male,"Morningstar, Inc.","('CME', '2019 q2')",0.0
11631,COF,2019 q2,4020,0.2783854828816933,Colin Plunkett,0.5440807947249117,male,"Morningstar, Inc.","('COF', '2019 q2')",0.0
11632,DFS,2019 q2,4020,0.3164773803821653,Colin Plunkett,0.4193516006125115,male,"Morningstar, Inc.","('DFS', '2019 q2')",0.0
11633,ICE,2019 q2,4020,0.714320469396645,Colin Plunkett,0.7040946820968053,male,"Morningstar, Inc.","('ICE', '2019 q2')",0.0
11634,MCO,2019 q2,4020,0.430064629361115,Colin Plunkett,0.67773185039198,male,"Morningstar, Inc.","('MCO', '2019 q2')",0.0
11635,MSCI,2019 q2,4020,0.5657839809389574,Colin Plunkett,0.7884497831024213,male,"Morningstar, Inc.","('MSCI', '2019 q2')",0.0
11636,NDAQ,2019 q2,4020,0.8660592189755228,Colin Plunkett,0.7927684661203667,male,"Morningstar, Inc.","('NDAQ', '2019 q2')",0.006520956754684448
11637,SPGI,2019 q2,4020,0.8559767016809188,Colin Plunkett,0.8559767016809188,male,"Morningstar, Inc.","('SPGI', '2019 q2')",0.0
11638,SYF,2019 q2,4020,0.6330125926230937,Colin Plunkett,0.6539935652116238,male,"Morningstar, Inc.","('SYF', '2019 q2')",0.0
11639,AXP,2019 q2,4020,0.735930737052466,Mr. Jason Kupferberg,0.4429525277843945,male,BofA Global Research,"('AXP', '2019 q2')",0.03333333507180214
11640,BEN,2019 q2,4020,0.6041376439150518,"Mr. Craig W. Siegenthaler, CFA",0.4768735993587628,male,Credit Suisse,"('BEN', '2019 q2')",0.0
11641,ETFC,2019 q2,4020,0.5120001356440953,"Mr. Craig W. Siegenthaler, CFA",0.1979518757522222,male,Credit Suisse,"('ETFC', '2019 q2')",0.0
11642,IVZ,2019 q2,4020,0.380939311073875,"Mr. Craig W. Siegenthaler, CFA",0.1280302695232936,male,Credit Suisse,"('IVZ', '2019 q2')",0.0
11643,RJF,2019 q2,4020,0.4734510838125809,"Mr. Craig W. Siegenthaler, CFA",0.2422577278388562,male,Credit Suisse,"('RJF', '2019 q2')",0.0
11644,SCHW,2019 q2,4020,0.6341795192727486,"Mr. Craig W. Siegenthaler, CFA",0.2306286853937296,male,Credit Suisse,"('SCHW', '2019 q2')",0.0
11645,TROW,2019 q2,4020,0.4774929916348086,"Mr. Craig W. Siegenthaler, CFA",0.2050332940922652,male,Credit Suisse,"('TROW', '2019 q2')",0.0
11646,BEN,2019 q2,4020,0.6041376439150518,"Mr. Michael J. Cyprys, CFA",0.3057425440946617,male,Morgan Stanley,"('BEN', '2019 q2')",0.0
11647,ETFC,2019 q2,4020,0.5120001356440953,"Mr. Michael J. Cyprys, CFA",0.2208396732179068,male,Morgan Stanley,"('ETFC', '2019 q2')",0.0
11648,IVZ,2019 q2,4020,0.380939311073875,"Mr. Michael J. Cyprys, CFA",0.1623287568069314,male,Morgan Stanley,"('IVZ', '2019 q2')",0.0
11649,SCHW,2019 q2,4020,0.6341795192727486,"Mr. Michael J. Cyprys, CFA",0.2170834879042103,male,Morgan Stanley,"('SCHW', '2019 q2')",0.0
11650,TROW,2019 q2,4020,0.4774929916348086,"Mr. Michael J. Cyprys, CFA",0.1996509086812116,male,Morgan Stanley,"('TROW', '2019 q2')",0.010590394958853722
11651,BEN,2019 q2,4020,0.6041376439150518,"Christopher M. Harris, CFA",0.3331434636826939,male,"Wells Fargo Securities, LLC","('BEN', '2019 q2')",0.005138704087585211
11652,CME,2019 q2,4020,0.6656286510135576,"Christopher M. Harris, CFA",0.2958054423240487,male,"Wells Fargo Securities, LLC","('CME', '2019 q2')",0.0
11653,ETFC,2019 q2,4020,0.5120001356440953,"Christopher M. Harris, CFA",0.2512804722723858,male,"Wells Fargo Securities, LLC","('ETFC', '2019 q2')",0.012010335922241211
11654,ICE,2019 q2,4020,0.714320469396645,"Christopher M. Harris, CFA",0.4419152077290634,male,"Wells Fargo Securities, LLC","('ICE', '2019 q2')",0.0
11655,IVZ,2019 q2,4020,0.380939311073875,"Christopher M. Harris, CFA",0.0969337430617689,male,"Wells Fargo Securities, LLC","('IVZ', '2019 q2')",0.0
11656,NDAQ,2019 q2,4020,0.8660592189755228,"Christopher M. Harris, CFA",0.6787853029134057,male,"Wells Fargo Securities, LLC","('NDAQ', '2019 q2')",0.0
11657,RJF,2019 q2,4020,0.4734510838125809,"Christopher M. Harris, CFA",0.20663263161144,male,"Wells Fargo Securities, LLC","('RJF', '2019 q2')",0.010917414911091328
11658,SCHW,2019 q2,4020,0.6341795192727486,"Christopher M. Harris, CFA",0.2434756480223113,male,"Wells Fargo Securities, LLC","('SCHW', '2019 q2')",0.0
11659,TROW,2019 q2,4020,0.4774929916348086,"Christopher M. Harris, CFA",0.1386291245659632,male,"Wells Fargo Securities, LLC","('TROW', '2019 q2')",0.009124040603637695
11660,BEN,2019 q2,4020,0.6041376439150518,Mr. Greggory Warren,0.5817340382877212,male,"Morningstar, Inc.","('BEN', '2019 q2')",0.0
11661,BLK,2019 q2,4020,0.4609055499709772,Mr. Greggory Warren,0.4609055499709771,male,"Morningstar, Inc.","('BLK', '2019 q2')",0.004336788939932982
11662,BRKa,2019 q2,4020,0.6607218632354089,Mr. Greggory Warren,0.6607218632354088,male,"Morningstar, Inc.","('BRKa', '2019 q2')",0.0
11663,IVZ,2019 q2,4020,0.380939311073875,Mr. Greggory Warren,0.4450755752199585,male,"Morningstar, Inc.","('IVZ', '2019 q2')",0.0
11664,TROW,2019 q2,4020,0.4774929916348086,Mr. Greggory Warren,0.4294872655097034,male,"Morningstar, Inc.","('TROW', '2019 q2')",0.0
11665,BEN,2019 q2,4020,0.6041376439150518,"Brian B. Bedell, CFA",0.8212143519470319,male,Deutsche Bank,"('BEN', '2019 q2')",0.0
11666,CME,2019 q2,4020,0.6656286510135576,"Brian B. Bedell, CFA",0.9111022096192016,male,Deutsche Bank,"('CME', '2019 q2')",0.0
11667,ETFC,2019 q2,4020,0.5120001356440953,"Brian B. Bedell, CFA",0.8628529487174925,male,Deutsche Bank,"('ETFC', '2019 q2')",0.0
11668,ICE,2019 q2,4020,0.714320469396645,"Brian B. Bedell, CFA",0.9151120846501748,male,Deutsche Bank,"('ICE', '2019 q2')",0.0
11669,IVZ,2019 q2,4020,0.380939311073875,"Brian B. Bedell, CFA",0.8018420392678766,male,Deutsche Bank,"('IVZ', '2019 q2')",0.0
11670,MKTX,2019 q2,4020,0.2825476284724632,"Brian B. Bedell, CFA",0.1824136561355326,male,Deutsche Bank,"('MKTX', '2019 q2')",0.0
11671,NDAQ,2019 q2,4020,0.8660592189755228,"Brian B. Bedell, CFA",0.9482707912967424,male,Deutsche Bank,"('NDAQ', '2019 q2')",0.0
11672,NTRS,2019 q2,4020,0.649089112590578,"Brian B. Bedell, CFA",0.9027431596775388,male,Deutsche Bank,"('NTRS', '2019 q2')",0.0
11673,SCHW,2019 q2,4020,0.6341795192727486,"Brian B. Bedell, CFA",0.8851420300292909,male,Deutsche Bank,"('SCHW', '2019 q2')",0.0
11674,TROW,2019 q2,4020,0.4774929916348086,"Brian B. Bedell, CFA",0.8255334998554911,male,Deutsche Bank,"('TROW', '2019 q2')",0.0
11675,BK,2019 q2,4020,0.6550181268467097,"Mr. Jason M. Goldberg, CFA",0.6153077380407358,male,Barclays,"('BK', '2019 q2')",0.008991214291503031
11676,GS,2019 q2,4020,0.7927583120527673,"Mr. Jason M. Goldberg, CFA",0.3828327146281906,male,Barclays,"('GS', '2019 q2')",0.0
11677,MS,2019 q2,4020,0.731025747562577,"Mr. Jason M. Goldberg, CFA",0.3366979930142607,male,Barclays,"('MS', '2019 q2')",0.0
11678,NTRS,2019 q2,4020,0.649089112590578,"Mr. Jason M. Goldberg, CFA",0.2655896317936817,male,Barclays,"('NTRS', '2019 q2')",0.0
11679,BK,2019 q2,4020,0.6550181268467097,Eric Compton,0.5918515025002438,male,"Morningstar, Inc.","('BK', '2019 q2')",0.0
11680,NTRS,2019 q2,4020,0.649089112590578,Eric Compton,0.6694229459366845,male,"Morningstar, Inc.","('NTRS', '2019 q2')",0.0
11681,CME,2019 q2,4020,0.6656286510135576,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CME', '2019 q2')",0.9785435199737549
11682,GS,2019 q2,4020,0.7927583120527673,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('GS', '2019 q2')",0.9779833555221558
11683,ICE,2019 q2,4020,0.714320469396645,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ICE', '2019 q2')",0.9750474095344543
11684,MS,2019 q2,4020,0.731025747562577,SADIF Research,0.9768281510189714,Not a person,Sadif Analytics Prime,"('MS', '2019 q2')",0.9782270193099976
11685,NDAQ,2019 q2,4020,0.8660592189755228,SADIF Research,0.98018028524366,Not a person,Sadif Analytics Prime,"('NDAQ', '2019 q2')",0.9479812383651733
11686,NTRS,2019 q2,4020,0.649089112590578,SADIF Research,0.96809787860442,Not a person,Sadif Analytics Prime,"('NTRS', '2019 q2')",0.9129135608673096
11687,SCHW,2019 q2,4020,0.6341795192727486,SADIF Research,0.9476133768080546,Not a person,Sadif Analytics Prime,"('SCHW', '2019 q2')",0.9112823605537415
11688,CME,2019 q2,4020,0.6656286510135576,"Michael R. Carrier, CFA",0.4319562127364065,male,BofA Global Research,"('CME', '2019 q2')",0.0
11689,ETFC,2019 q2,4020,0.5120001356440953,"Michael R. Carrier, CFA",0.3391879628706735,male,BofA Global Research,"('ETFC', '2019 q2')",0.0
11690,GS,2019 q2,4020,0.7927583120527673,"Michael R. Carrier, CFA",0.4758768404451987,male,BofA Global Research,"('GS', '2019 q2')",0.0
11691,ICE,2019 q2,4020,0.714320469396645,"Michael R. Carrier, CFA",0.328903440398216,male,BofA Global Research,"('ICE', '2019 q2')",0.0
11692,IVZ,2019 q2,4020,0.380939311073875,"Michael R. Carrier, CFA",0.2771691431170993,male,BofA Global Research,"('IVZ', '2019 q2')",0.0
11693,MS,2019 q2,4020,0.731025747562577,"Michael R. Carrier, CFA",0.6184032330659783,male,BofA Global Research,"('MS', '2019 q2')",0.03333333507180214
11694,NTRS,2019 q2,4020,0.649089112590578,"Michael R. Carrier, CFA",0.3911513023691383,male,BofA Global Research,"('NTRS', '2019 q2')",0.0
11695,SCHW,2019 q2,4020,0.6341795192727486,"Michael R. Carrier, CFA",0.3169063565989143,male,BofA Global Research,"('SCHW', '2019 q2')",0.021230222657322884
11696,TROW,2019 q2,4020,0.4774929916348086,"Michael R. Carrier, CFA",0.3898749464266286,male,BofA Global Research,"('TROW', '2019 q2')",0.0
11697,CME,2019 q2,4020,0.6656286510135576,"Richard H. Repetto, CFA",0.3065320050032257,male,Sandler O'Neill & Partners,"('CME', '2019 q2')",0.0
11698,ETFC,2019 q2,4020,0.5120001356440953,"Richard H. Repetto, CFA",0.1638817526779542,male,Sandler O'Neill & Partners,"('ETFC', '2019 q2')",0.0
11699,CME,2019 q2,4020,0.6656286510135576,Christopher M. Turner,0.374132702051061,male,Berenberg,"('CME', '2019 q2')",0.0
11700,CME,2019 q2,4020,0.6656286510135576,"Mr. Jeremy E. Campbell, CFA",0.3431287084216209,male,Barclays,"('CME', '2019 q2')",0.0
11701,ETFC,2019 q2,4020,0.5120001356440953,"Mr. Jeremy E. Campbell, CFA",0.373861213563652,male,Barclays,"('ETFC', '2019 q2')",0.014982040040194988
11702,ICE,2019 q2,4020,0.714320469396645,"Mr. Jeremy E. Campbell, CFA",0.3482443856348224,male,Barclays,"('ICE', '2019 q2')",0.0
11703,IVZ,2019 q2,4020,0.380939311073875,"Mr. Jeremy E. Campbell, CFA",0.2019636330459797,male,Barclays,"('IVZ', '2019 q2')",0.0
11704,MKTX,2019 q2,4020,0.2825476284724632,"Mr. Jeremy E. Campbell, CFA",0.390788449319831,male,Barclays,"('MKTX', '2019 q2')",0.005131731741130352
11705,SCHW,2019 q2,4020,0.6341795192727486,"Mr. Jeremy E. Campbell, CFA",0.2082268004322915,male,Barclays,"('SCHW', '2019 q2')",0.0
11706,TROW,2019 q2,4020,0.4774929916348086,"Mr. Jeremy E. Campbell, CFA",0.2107612769119412,male,Barclays,"('TROW', '2019 q2')",0.0
11707,COF,2019 q2,4020,0.2783854828816933,Ryan Carr,0.1814936582605763,male,Jefferies,"('COF', '2019 q2')",0.0
11708,SYF,2019 q2,4020,0.6330125926230937,Ryan Carr,0.7377781207131477,male,Jefferies,"('SYF', '2019 q2')",0.0
11709,COF,2019 q2,4020,0.2783854828816933,"Mr. Christopher R. Donat, CFA",0.110598530707053,male,Sandler O'Neill & Partners,"('COF', '2019 q2')",0.0
11710,DFS,2019 q2,4020,0.3164773803821653,"Mr. Christopher R. Donat, CFA",0.1276622060651439,male,Sandler O'Neill & Partners,"('DFS', '2019 q2')",0.0
11711,COF,2019 q2,4020,0.2783854828816933,Mr. Robert P. Napoli,0.112242764414921,male,William Blair & Company,"('COF', '2019 q2')",0.0
11712,DFS,2019 q2,4020,0.3164773803821653,Mr. Robert P. Napoli,0.0789013186542162,male,William Blair & Company,"('DFS', '2019 q2')",0.0
11713,COF,2019 q2,4020,0.2783854828816933,"Jon G. Arfstrom, CPA",0.0974708304180139,male,RBC Capital Markets,"('COF', '2019 q2')",0.0
11714,DFS,2019 q2,4020,0.3164773803821653,"Jon G. Arfstrom, CPA",0.1682328047801412,male,RBC Capital Markets,"('DFS', '2019 q2')",0.0
11715,COF,2019 q2,4020,0.2783854828816933,Mr. Kevin J. Barker,0.1554936603671225,male,Piper Sandler Companies,"('COF', '2019 q2')",0.0
11716,COF,2019 q2,4020,0.2783854828816933,Mr. John Pancari,0.0625759880997448,male,EVERCORE ISI,"('COF', '2019 q2')",0.0
11717,DFS,2019 q2,4020,0.3164773803821653,Mr. John Pancari,0.0777906885200626,male,EVERCORE ISI,"('DFS', '2019 q2')",0.0
11718,DFS,2019 q2,4020,0.3164773803821653,Mr. Trevor Williams,0.1099102858226946,male,Jefferies,"('DFS', '2019 q2')",0.0
11719,DFS,2019 q2,4020,0.3164773803821653,Mark C. DeVries,0.1411340234963226,male,Barclays,"('DFS', '2019 q2')",0.0
11720,ETFC,2019 q2,4020,0.5120001356440953,Mr. Devin P. Ryan,0.46912569990899,male,JMP Securities,"('ETFC', '2019 q2')",0.014739714562892914
11721,GS,2019 q2,4020,0.7927583120527673,Mr. Devin P. Ryan,0.49119999415277,male,JMP Securities,"('GS', '2019 q2')",0.0
11722,MS,2019 q2,4020,0.731025747562577,Mr. Devin P. Ryan,0.4310753336655038,male,JMP Securities,"('MS', '2019 q2')",0.02515498921275139
11723,RJF,2019 q2,4020,0.4734510838125809,Mr. Devin P. Ryan,0.5142804616903536,male,JMP Securities,"('RJF', '2019 q2')",0.023223381489515305
11724,ETFC,2019 q2,4020,0.5120001356440953,Daniel T. Fannon,0.2633012349289562,male,Jefferies,"('ETFC', '2019 q2')",0.018507130444049835
11725,ICE,2019 q2,4020,0.714320469396645,Daniel T. Fannon,0.4290948300973329,male,Jefferies,"('ICE', '2019 q2')",0.0
11726,IVZ,2019 q2,4020,0.380939311073875,Daniel T. Fannon,0.0822566790169223,male,Jefferies,"('IVZ', '2019 q2')",0.0
11727,SCHW,2019 q2,4020,0.6341795192727486,Daniel T. Fannon,0.4098867598803198,male,Jefferies,"('SCHW', '2019 q2')",0.0
11728,TROW,2019 q2,4020,0.4774929916348086,Daniel T. Fannon,0.4526836812897927,male,Jefferies,"('TROW', '2019 q2')",0.0
11729,GS,2019 q2,4020,0.7927583120527673,James F. Mitchell,0.4802209114889564,male,The Buckingham Research Group,"('GS', '2019 q2')",0.0
11730,NTRS,2019 q2,4020,0.649089112590578,James F. Mitchell,0.3927892818953228,male,The Buckingham Research Group,"('NTRS', '2019 q2')",0.0
11731,RJF,2019 q2,4020,0.4734510838125809,James F. Mitchell,0.2534861792533521,male,The Buckingham Research Group,"('RJF', '2019 q2')",0.0
11732,GS,2019 q2,4020,0.7927583120527673,Mr. Andrew Lim,0.7212135520848699,male,Societe Generale,"('GS', '2019 q2')",0.0
11733,GS,2019 q2,4020,0.7927583120527673,Mr. Jeffery J. Harte,0.7885272847482406,male,Sandler O'Neill & Partners,"('GS', '2019 q2')",0.0
11734,MS,2019 q2,4020,0.731025747562577,Mr. Jeffery J. Harte,0.5887501255632649,male,Sandler O'Neill & Partners,"('MS', '2019 q2')",0.0
11735,NTRS,2019 q2,4020,0.649089112590578,Mr. Jeffery J. Harte,0.3994736298277274,male,Sandler O'Neill & Partners,"('NTRS', '2019 q2')",0.0
11736,GS,2019 q2,4020,0.7927583120527673,Gerard S. Cassidy,0.4317510567058415,male,RBC Capital Markets,"('GS', '2019 q2')",0.0
11737,MS,2019 q2,4020,0.731025747562577,Gerard S. Cassidy,0.3758394335320599,male,RBC Capital Markets,"('MS', '2019 q2')",0.0038975983237226806
11738,GS,2019 q2,4020,0.7927583120527673,"Mr. Kenneth M. Leon, CPA",0.6962744208695308,male,CFRA Equity Research,"('GS', '2019 q2')",0.0
11739,MS,2019 q2,4020,0.731025747562577,"Mr. Kenneth M. Leon, CPA",0.6041562095532075,male,CFRA Equity Research,"('MS', '2019 q2')",0.0
11740,RJF,2019 q2,4020,0.4734510838125809,"Mr. Kenneth M. Leon, CPA",0.4724114717110763,male,CFRA Equity Research,"('RJF', '2019 q2')",0.0
11741,GS,2019 q2,4020,0.7927583120527673,"Matt D. O-Connor, CFA",0.9599811063359022,male,Deutsche Bank,"('GS', '2019 q2')",0.0
11742,GS,2019 q2,4020,0.7927583120527673,Mr. Eoin Mullany,0.6501733043313822,male,Berenberg,"('GS', '2019 q2')",0.025066304951906204
11743,IVZ,2019 q2,4020,0.380939311073875,"Mr. Glenn P. Schorr, CFA",0.1901384789133794,male,EVERCORE ISI,"('IVZ', '2019 q2')",0.0
11744,MS,2019 q2,4020,0.731025747562577,"Mr. Glenn P. Schorr, CFA",0.4282113692032935,male,EVERCORE ISI,"('MS', '2019 q2')",0.01666666753590107
11745,NTRS,2019 q2,4020,0.649089112590578,"Mr. Glenn P. Schorr, CFA",0.2120211900088279,male,EVERCORE ISI,"('NTRS', '2019 q2')",0.0
11746,TROW,2019 q2,4020,0.4774929916348086,"Mr. Glenn P. Schorr, CFA",0.3501078521840934,male,EVERCORE ISI,"('TROW', '2019 q2')",0.02204493060708046
11747,MCO,2019 q2,4020,0.430064629361115,"Peter P. Appert, CFA",0.4042762318302535,male,Piper Sandler Companies,"('MCO', '2019 q2')",0.022582264617085457
11748,MCO,2019 q2,4020,0.430064629361115,Ms. Toni M. Kaplan,0.2360657825071795,female,Morgan Stanley,"('MCO', '2019 q2')",0.0
11749,MSCI,2019 q2,4020,0.5657839809389574,Ms. Toni M. Kaplan,0.386341366558689,female,Morgan Stanley,"('MSCI', '2019 q2')",0.023324741050601006
11750,MCO,2019 q2,4020,0.430064629361115,Toni Kaplan,0.1913916666068358,male,Morgan Stanley Fixed Income Research,"('MCO', '2019 q2')",0.0
11751,MCO,2019 q2,4020,0.430064629361115,Mr. Jeffrey M. Silber,0.1540951489132497,male,BMO Capital Markets,"('MCO', '2019 q2')",0.0
11752,MCO,2019 q2,4020,0.430064629361115,"Mr. Alex Kramm, CFA",0.1870602356774727,male,UBS Equities,"('MCO', '2019 q2')",0.01207248866558075
11753,MKTX,2019 q2,4020,0.2825476284724632,"Mr. Chris Shutler, CFA",0.2114951648798489,male,William Blair & Company,"('MKTX', '2019 q2')",0.0
11754,MSCI,2019 q2,4020,0.5657839809389574,"Mr. Chris Shutler, CFA",0.3648184752610843,male,William Blair & Company,"('MSCI', '2019 q2')",0.04045664705336094
11755,SCHW,2019 q2,4020,0.6341795192727486,"Mr. Chris Shutler, CFA",0.2774713350889149,male,William Blair & Company,"('SCHW', '2019 q2')",0.014233595691621304
11756,TROW,2019 q2,4020,0.4774929916348086,"Mr. Chris Shutler, CFA",0.1645369321136675,male,William Blair & Company,"('TROW', '2019 q2')",0.0
11757,MS,2019 q2,4020,0.731025747562577,Ms. Susan Roth Katzke,0.4997577635590682,female,Credit Suisse,"('MS', '2019 q2')",0.0
11758,MS,2019 q2,4020,0.731025747562577,Credit Suisse Global Product Marketing,0.8824294471517267,Not a person,Credit Suisse,"('MS', '2019 q2')",0.0
11759,SCHW,2019 q2,4020,0.6341795192727486,Credit Suisse Global Product Marketing,0.7801735206698382,Not a person,Credit Suisse,"('SCHW', '2019 q2')",0.023076452314853668
11760,MSCI,2019 q2,4020,0.5657839809389574,"Keith M. Housum, CPA",0.3694155870380751,male,Northcoast Research,"('MSCI', '2019 q2')",0.0
11761,NTRS,2019 q2,4020,0.649089112590578,"Betsy L. Graseck, CFA",0.2466413956003169,female,Morgan Stanley,"('NTRS', '2019 q2')",0.0
11762,NTRS,2019 q2,4020,0.649089112590578,Ken M. Usdin,0.3070011624866756,male,Jefferies,"('NTRS', '2019 q2')",0.0
11763,TROW,2019 q2,4020,0.4774929916348086,"Macrae Sykes, II",0.1530957604866784,female,Gabelli & Company,"('TROW', '2019 q2')",0.0
11764,AMP,2019 q3,4020,0.7167266247995667,"Jay H. Gelb, CFA",0.6858206440879987,male,Barclays,"('AMP', '2019 q3')",0.0
11765,AMP,2019 q3,4020,0.7167266247995667,Mr. John B. Barnidge,0.3934366858986169,male,Sandler O'Neill & Partners,"('AMP', '2019 q3')",0.0
11766,AMP,2019 q3,4020,0.7167266247995667,Nigel Dally,0.4995885729907106,male,Morgan Stanley,"('AMP', '2019 q3')",0.0
11767,AMP,2019 q3,4020,0.7167266247995667,Credit Suisse Global Product Marketing,0.9341770375034752,Not a person,Credit Suisse,"('AMP', '2019 q3')",0.0
11768,AMP,2019 q3,4020,0.7167266247995667,Ms. Catherine A. Seifert,0.6300840838711759,female,CFRA Equity Research,"('AMP', '2019 q3')",0.0
11769,BEN,2019 q3,4020,0.5814317915019244,Ms. Catherine A. Seifert,0.4984915398138135,female,CFRA Equity Research,"('BEN', '2019 q3')",0.0
11770,BK,2019 q3,4020,0.7815412202535605,Ms. Catherine A. Seifert,0.6902274492954948,female,CFRA Equity Research,"('BK', '2019 q3')",0.0
11771,BLK,2019 q3,4020,0.4604776237164258,Ms. Catherine A. Seifert,0.4604776237164258,female,CFRA Equity Research,"('BLK', '2019 q3')",0.0
11772,BRKa,2019 q3,4020,0.9158925993681636,Ms. Catherine A. Seifert,0.8052871012359146,female,CFRA Equity Research,"('BRKa', '2019 q3')",0.0
11773,ETFC,2019 q3,4020,0.6852026989424955,Ms. Catherine A. Seifert,0.6836924965492559,female,CFRA Equity Research,"('ETFC', '2019 q3')",0.0
11774,IVZ,2019 q3,4020,0.5709751752619636,Ms. Catherine A. Seifert,0.4289240101880478,female,CFRA Equity Research,"('IVZ', '2019 q3')",0.0
11775,NTRS,2019 q3,4020,0.5300960555131423,Ms. Catherine A. Seifert,0.7362725806654292,female,CFRA Equity Research,"('NTRS', '2019 q3')",0.0
11776,SCHW,2019 q3,4020,0.493007041263114,Ms. Catherine A. Seifert,0.4570431727964819,female,CFRA Equity Research,"('SCHW', '2019 q3')",0.0
11777,STT,2019 q3,4020,0.791102088375811,Ms. Catherine A. Seifert,0.791102088375811,female,CFRA Equity Research,"('STT', '2019 q3')",0.0
11778,TROW,2019 q3,4020,0.566673140060046,Ms. Catherine A. Seifert,0.4411899295513571,female,CFRA Equity Research,"('TROW', '2019 q3')",0.0
11779,AMP,2019 q3,4020,0.7167266247995667,Mr. Ken S. Lee,0.353303814221249,male,RBC Capital Markets,"('AMP', '2019 q3')",0.0
11780,IVZ,2019 q3,4020,0.5709751752619636,Mr. Ken S. Lee,0.1971762786013,male,RBC Capital Markets,"('IVZ', '2019 q3')",0.0
11781,AMP,2019 q3,4020,0.7167266247995667,"Mr. Michael Wong, CFA",0.7930215066026866,male,"Morningstar, Inc.","('AMP', '2019 q3')",0.0
11782,ETFC,2019 q3,4020,0.6852026989424955,"Mr. Michael Wong, CFA",0.7993213277332211,male,"Morningstar, Inc.","('ETFC', '2019 q3')",0.0
11783,GS,2019 q3,4020,0.6636365913388147,"Mr. Michael Wong, CFA",0.7318847203254015,male,"Morningstar, Inc.","('GS', '2019 q3')",0.0
11784,MS,2019 q3,4020,0.6769940986369949,"Mr. Michael Wong, CFA",0.784755211552475,male,"Morningstar, Inc.","('MS', '2019 q3')",0.0
11785,RJF,2019 q3,4020,0.7053353989653768,"Mr. Michael Wong, CFA",0.6790584478548004,male,"Morningstar, Inc.","('RJF', '2019 q3')",0.0
11786,SCHW,2019 q3,4020,0.493007041263114,"Mr. Michael Wong, CFA",0.5230652482199437,male,"Morningstar, Inc.","('SCHW', '2019 q3')",0.0
11787,AXP,2019 q3,4020,0.8142945572037928,Chris Kuiper,0.7557778855289131,male,CFRA Equity Research,"('AXP', '2019 q3')",0.0
11788,CBOE,2019 q3,4020,0.6401509018692746,Chris Kuiper,0.5466157238026587,male,CFRA Equity Research,"('CBOE', '2019 q3')",0.0
11789,CME,2019 q3,4020,0.5922968519735756,Chris Kuiper,0.4575802047414716,male,CFRA Equity Research,"('CME', '2019 q3')",0.0
11790,COF,2019 q3,4020,0.3478825443924136,Chris Kuiper,0.3831998180119848,male,CFRA Equity Research,"('COF', '2019 q3')",0.0
11791,DFS,2019 q3,4020,0.3950398405843397,Chris Kuiper,0.3827321890219622,male,CFRA Equity Research,"('DFS', '2019 q3')",0.0
11792,ICE,2019 q3,4020,0.6237482169735282,Chris Kuiper,0.5489511050151717,male,CFRA Equity Research,"('ICE', '2019 q3')",0.0
11793,MCO,2019 q3,4020,0.5713413758656067,Chris Kuiper,0.4535703176702714,male,CFRA Equity Research,"('MCO', '2019 q3')",0.0
11794,MSCI,2019 q3,4020,0.4810745630303652,Chris Kuiper,0.5007011868248233,male,CFRA Equity Research,"('MSCI', '2019 q3')",0.0
11795,NDAQ,2019 q3,4020,0.7478471621585814,Chris Kuiper,0.5543164709757807,male,CFRA Equity Research,"('NDAQ', '2019 q3')",0.0
11796,SPGI,2019 q3,4020,0.663985138818375,Chris Kuiper,0.6639851388183748,male,CFRA Equity Research,"('SPGI', '2019 q3')",0.012696792371571064
11797,SYF,2019 q3,4020,0.5331682796590755,Chris Kuiper,0.4933969038678273,male,CFRA Equity Research,"('SYF', '2019 q3')",0.0
11798,AXP,2019 q3,4020,0.8142945572037928,"Mr. Mohan Naidu, CFA",0.9063709543130244,male,"Oppenheimer & Co., Inc.","('AXP', '2019 q3')",0.0
11799,AXP,2019 q3,4020,0.8142945572037928,Mr. Moshe Orenbuch,0.7188380552708727,male,Credit Suisse,"('AXP', '2019 q3')",0.0
11800,COF,2019 q3,4020,0.3478825443924136,Mr. Moshe Orenbuch,0.123433238858399,male,Credit Suisse,"('COF', '2019 q3')",0.0
11801,DFS,2019 q3,4020,0.3950398405843397,Mr. Moshe Orenbuch,0.1467905727723004,male,Credit Suisse,"('DFS', '2019 q3')",0.0
11802,BEN,2019 q3,4020,0.5814317915019244,"Christopher M. Harris, CFA",0.2179143093357793,male,"Wells Fargo Securities, LLC","('BEN', '2019 q3')",0.011362188495695591
11803,CME,2019 q3,4020,0.5922968519735756,"Christopher M. Harris, CFA",0.2555320308056467,male,"Wells Fargo Securities, LLC","('CME', '2019 q3')",0.0
11804,ETFC,2019 q3,4020,0.6852026989424955,"Christopher M. Harris, CFA",0.3586766285447593,male,"Wells Fargo Securities, LLC","('ETFC', '2019 q3')",0.0
11805,ICE,2019 q3,4020,0.6237482169735282,"Christopher M. Harris, CFA",0.4302343398989059,male,"Wells Fargo Securities, LLC","('ICE', '2019 q3')",0.0
11806,IVZ,2019 q3,4020,0.5709751752619636,"Christopher M. Harris, CFA",0.2154089876695999,male,"Wells Fargo Securities, LLC","('IVZ', '2019 q3')",0.0
11807,NDAQ,2019 q3,4020,0.7478471621585814,"Christopher M. Harris, CFA",0.3518345721557921,male,"Wells Fargo Securities, LLC","('NDAQ', '2019 q3')",0.0
11808,RJF,2019 q3,4020,0.7053353989653768,"Christopher M. Harris, CFA",0.5545399664369194,male,"Wells Fargo Securities, LLC","('RJF', '2019 q3')",0.0
11809,SCHW,2019 q3,4020,0.493007041263114,"Christopher M. Harris, CFA",0.1367755109437039,male,"Wells Fargo Securities, LLC","('SCHW', '2019 q3')",0.02162851020693779
11810,TROW,2019 q3,4020,0.566673140060046,"Christopher M. Harris, CFA",0.1883545018836569,male,"Wells Fargo Securities, LLC","('TROW', '2019 q3')",0.0069366516545414925
11811,BEN,2019 q3,4020,0.5814317915019244,"Brian B. Bedell, CFA",0.8248602486556769,male,Deutsche Bank,"('BEN', '2019 q3')",0.0
11812,BK,2019 q3,4020,0.7815412202535605,"Brian B. Bedell, CFA",0.9187798154236654,male,Deutsche Bank,"('BK', '2019 q3')",0.0
11813,CME,2019 q3,4020,0.5922968519735756,"Brian B. Bedell, CFA",0.93587247214457,male,Deutsche Bank,"('CME', '2019 q3')",0.0
11814,ETFC,2019 q3,4020,0.6852026989424955,"Brian B. Bedell, CFA",0.8156738802352401,male,Deutsche Bank,"('ETFC', '2019 q3')",0.0
11815,IVZ,2019 q3,4020,0.5709751752619636,"Brian B. Bedell, CFA",0.7846415106697274,male,Deutsche Bank,"('IVZ', '2019 q3')",0.0
11816,MKTX,2019 q3,4020,0.7580405238567897,"Brian B. Bedell, CFA",0.8844553250495594,male,Deutsche Bank,"('MKTX', '2019 q3')",0.0
11817,NDAQ,2019 q3,4020,0.7478471621585814,"Brian B. Bedell, CFA",0.9194572446587876,male,Deutsche Bank,"('NDAQ', '2019 q3')",0.0
11818,NTRS,2019 q3,4020,0.5300960555131423,"Brian B. Bedell, CFA",0.8827315384010477,male,Deutsche Bank,"('NTRS', '2019 q3')",0.0
11819,SCHW,2019 q3,4020,0.493007041263114,"Brian B. Bedell, CFA",0.8582176377666124,male,Deutsche Bank,"('SCHW', '2019 q3')",0.0
11820,TROW,2019 q3,4020,0.566673140060046,"Brian B. Bedell, CFA",0.8528401969295013,male,Deutsche Bank,"('TROW', '2019 q3')",0.0
11821,BEN,2019 q3,4020,0.5814317915019244,"Michael R. Carrier, CFA",0.4184593720288515,male,BofA Global Research,"('BEN', '2019 q3')",0.0
11822,BK,2019 q3,4020,0.7815412202535605,"Michael R. Carrier, CFA",0.7919520647344157,male,BofA Global Research,"('BK', '2019 q3')",0.023493051528930664
11823,CME,2019 q3,4020,0.5922968519735756,"Michael R. Carrier, CFA",0.4031466226539331,male,BofA Global Research,"('CME', '2019 q3')",0.0
11824,ETFC,2019 q3,4020,0.6852026989424955,"Michael R. Carrier, CFA",0.3120248574196024,male,BofA Global Research,"('ETFC', '2019 q3')",0.0
11825,GS,2019 q3,4020,0.6636365913388147,"Michael R. Carrier, CFA",0.5684715962998196,male,BofA Global Research,"('GS', '2019 q3')",0.0
11826,IVZ,2019 q3,4020,0.5709751752619636,"Michael R. Carrier, CFA",0.3198977792327521,male,BofA Global Research,"('IVZ', '2019 q3')",0.0
11827,NDAQ,2019 q3,4020,0.7478471621585814,"Michael R. Carrier, CFA",0.4777448997991718,male,BofA Global Research,"('NDAQ', '2019 q3')",0.0
11828,NTRS,2019 q3,4020,0.5300960555131423,"Michael R. Carrier, CFA",0.3374612980000624,male,BofA Global Research,"('NTRS', '2019 q3')",0.0
11829,SCHW,2019 q3,4020,0.493007041263114,"Michael R. Carrier, CFA",0.3884406962086352,male,BofA Global Research,"('SCHW', '2019 q3')",0.026953760534524918
11830,TROW,2019 q3,4020,0.566673140060046,"Michael R. Carrier, CFA",0.5246038775449372,male,BofA Global Research,"('TROW', '2019 q3')",0.0
11831,BEN,2019 q3,4020,0.5814317915019244,Mr. Greggory Warren,0.5053390160302205,male,"Morningstar, Inc.","('BEN', '2019 q3')",0.0
11832,BLK,2019 q3,4020,0.4604776237164258,Mr. Greggory Warren,0.4604776237164258,male,"Morningstar, Inc.","('BLK', '2019 q3')",0.0
11833,BRKa,2019 q3,4020,0.9158925993681636,Mr. Greggory Warren,0.8037637944303613,male,"Morningstar, Inc.","('BRKa', '2019 q3')",0.0
11834,IVZ,2019 q3,4020,0.5709751752619636,Mr. Greggory Warren,0.5109560984883035,male,"Morningstar, Inc.","('IVZ', '2019 q3')",0.0
11835,TROW,2019 q3,4020,0.566673140060046,Mr. Greggory Warren,0.4856944776786132,male,"Morningstar, Inc.","('TROW', '2019 q3')",0.0
11836,BEN,2019 q3,4020,0.5814317915019244,SADIF Research,0.970217863311702,Not a person,Sadif Analytics Prime,"('BEN', '2019 q3')",0.9410021901130676
11837,BRKa,2019 q3,4020,0.9158925993681636,SADIF Research,0.9948020559163152,Not a person,Sadif Analytics Prime,"('BRKa', '2019 q3')",0.9675816893577576
11838,ETFC,2019 q3,4020,0.6852026989424955,SADIF Research,0.973713977717655,Not a person,Sadif Analytics Prime,"('ETFC', '2019 q3')",0.9260205626487732
11839,GS,2019 q3,4020,0.6636365913388147,SADIF Research,0.9948329149786828,Not a person,Sadif Analytics Prime,"('GS', '2019 q3')",0.978146493434906
11840,NDAQ,2019 q3,4020,0.7478471621585814,SADIF Research,0.9712693196234656,Not a person,Sadif Analytics Prime,"('NDAQ', '2019 q3')",0.9483596086502075
11841,TROW,2019 q3,4020,0.566673140060046,SADIF Research,0.9429497699109002,Not a person,Sadif Analytics Prime,"('TROW', '2019 q3')",0.9202318787574768
11842,BEN,2019 q3,4020,0.5814317915019244,"Mr. Craig W. Siegenthaler, CFA",0.2159775252999676,male,Credit Suisse,"('BEN', '2019 q3')",0.0
11843,ETFC,2019 q3,4020,0.6852026989424955,"Mr. Craig W. Siegenthaler, CFA",0.2603226991920651,male,Credit Suisse,"('ETFC', '2019 q3')",0.0
11844,SCHW,2019 q3,4020,0.493007041263114,"Mr. Craig W. Siegenthaler, CFA",0.1586988369915611,male,Credit Suisse,"('SCHW', '2019 q3')",0.004650006691614787
11845,TROW,2019 q3,4020,0.566673140060046,"Mr. Craig W. Siegenthaler, CFA",0.1794163567571471,male,Credit Suisse,"('TROW', '2019 q3')",0.0
11846,BEN,2019 q3,4020,0.5814317915019244,"Mr. Michael J. Cyprys, CFA",0.2169696428509397,male,Morgan Stanley,"('BEN', '2019 q3')",0.0
11847,IVZ,2019 q3,4020,0.5709751752619636,"Mr. Michael J. Cyprys, CFA",0.289931530426387,male,Morgan Stanley,"('IVZ', '2019 q3')",0.0
11848,SCHW,2019 q3,4020,0.493007041263114,"Mr. Michael J. Cyprys, CFA",0.1453092312765071,male,Morgan Stanley,"('SCHW', '2019 q3')",0.0
11849,TROW,2019 q3,4020,0.566673140060046,"Mr. Michael J. Cyprys, CFA",0.218595604532209,male,Morgan Stanley,"('TROW', '2019 q3')",0.0
11850,BEN,2019 q3,4020,0.5814317915019244,"Mr. Jeremy E. Campbell, CFA",0.2382063923546569,male,Barclays,"('BEN', '2019 q3')",0.0
11851,CME,2019 q3,4020,0.5922968519735756,"Mr. Jeremy E. Campbell, CFA",0.4775676633723588,male,Barclays,"('CME', '2019 q3')",0.0
11852,ETFC,2019 q3,4020,0.6852026989424955,"Mr. Jeremy E. Campbell, CFA",0.4167719821817015,male,Barclays,"('ETFC', '2019 q3')",0.0
11853,ICE,2019 q3,4020,0.6237482169735282,"Mr. Jeremy E. Campbell, CFA",0.4526015914447218,male,Barclays,"('ICE', '2019 q3')",0.0
11854,IVZ,2019 q3,4020,0.5709751752619636,"Mr. Jeremy E. Campbell, CFA",0.4488705538095648,male,Barclays,"('IVZ', '2019 q3')",0.0
11855,NDAQ,2019 q3,4020,0.7478471621585814,"Mr. Jeremy E. Campbell, CFA",0.5877832753571571,male,Barclays,"('NDAQ', '2019 q3')",0.0
11856,SCHW,2019 q3,4020,0.493007041263114,"Mr. Jeremy E. Campbell, CFA",0.1335099352032276,male,Barclays,"('SCHW', '2019 q3')",0.0
11857,BEN,2019 q3,4020,0.5814317915019244,Daniel T. Fannon,0.241559326833762,male,Jefferies,"('BEN', '2019 q3')",0.0
11858,CME,2019 q3,4020,0.5922968519735756,Daniel T. Fannon,0.3259531272820183,male,Jefferies,"('CME', '2019 q3')",0.0
11859,ETFC,2019 q3,4020,0.6852026989424955,Daniel T. Fannon,0.370272013164738,male,Jefferies,"('ETFC', '2019 q3')",0.0
11860,ICE,2019 q3,4020,0.6237482169735282,Daniel T. Fannon,0.6185285173913965,male,Jefferies,"('ICE', '2019 q3')",0.0
11861,MKTX,2019 q3,4020,0.7580405238567897,Daniel T. Fannon,0.6672482433750836,male,Jefferies,"('MKTX', '2019 q3')",0.0
11862,SCHW,2019 q3,4020,0.493007041263114,Daniel T. Fannon,0.366559238708584,male,Jefferies,"('SCHW', '2019 q3')",0.0213539507240057
11863,BK,2019 q3,4020,0.7815412202535605,Mr. Jeffery J. Harte,0.6777981404393701,male,Sandler O'Neill & Partners,"('BK', '2019 q3')",0.0
11864,GS,2019 q3,4020,0.6636365913388147,Mr. Jeffery J. Harte,0.4084826524433591,male,Sandler O'Neill & Partners,"('GS', '2019 q3')",0.02326277829706669
11865,MS,2019 q3,4020,0.6769940986369949,Mr. Jeffery J. Harte,0.5910424619007233,male,Sandler O'Neill & Partners,"('MS', '2019 q3')",0.0
11866,NTRS,2019 q3,4020,0.5300960555131423,Mr. Jeffery J. Harte,0.2250421539859693,male,Sandler O'Neill & Partners,"('NTRS', '2019 q3')",0.0
11867,BK,2019 q3,4020,0.7815412202535605,"Betsy L. Graseck, CFA",0.7090148331533254,female,Morgan Stanley,"('BK', '2019 q3')",0.0
11868,DFS,2019 q3,4020,0.3950398405843397,"Betsy L. Graseck, CFA",0.1681233645067378,female,Morgan Stanley,"('DFS', '2019 q3')",0.0
11869,GS,2019 q3,4020,0.6636365913388147,"Betsy L. Graseck, CFA",0.3017016590462804,female,Morgan Stanley,"('GS', '2019 q3')",0.0
11870,NTRS,2019 q3,4020,0.5300960555131423,"Betsy L. Graseck, CFA",0.1916033256952983,female,Morgan Stanley,"('NTRS', '2019 q3')",0.0
11871,BK,2019 q3,4020,0.7815412202535605,Gerard S. Cassidy,0.4521149070502843,male,RBC Capital Markets,"('BK', '2019 q3')",0.01848524995148182
11872,GS,2019 q3,4020,0.6636365913388147,Gerard S. Cassidy,0.2687469648901989,male,RBC Capital Markets,"('GS', '2019 q3')",0.0
11873,MS,2019 q3,4020,0.6769940986369949,Gerard S. Cassidy,0.390447919257354,male,RBC Capital Markets,"('MS', '2019 q3')",0.0
11874,NTRS,2019 q3,4020,0.5300960555131423,Gerard S. Cassidy,0.1878180165543911,male,RBC Capital Markets,"('NTRS', '2019 q3')",0.0
11875,STT,2019 q3,4020,0.791102088375811,Gerard S. Cassidy,0.791102088375811,male,RBC Capital Markets,"('STT', '2019 q3')",0.0
11876,BK,2019 q3,4020,0.7815412202535605,"Mr. Jason M. Goldberg, CFA",0.5220961248642374,male,Barclays,"('BK', '2019 q3')",0.012273541496445736
11877,COF,2019 q3,4020,0.3478825443924136,"Mr. Jason M. Goldberg, CFA",0.0941634871457644,male,Barclays,"('COF', '2019 q3')",0.0
11878,GS,2019 q3,4020,0.6636365913388147,"Mr. Jason M. Goldberg, CFA",0.2794040235363713,male,Barclays,"('GS', '2019 q3')",0.005806353874504566
11879,MS,2019 q3,4020,0.6769940986369949,"Mr. Jason M. Goldberg, CFA",0.3442350743392436,male,Barclays,"('MS', '2019 q3')",0.0
11880,NTRS,2019 q3,4020,0.5300960555131423,"Mr. Jason M. Goldberg, CFA",0.1582718109847911,male,Barclays,"('NTRS', '2019 q3')",0.0
11881,BK,2019 q3,4020,0.7815412202535605,Mr. Rajiv Bhatia,0.6504639487055122,male,"Morningstar, Inc.","('BK', '2019 q3')",0.0
11882,NTRS,2019 q3,4020,0.5300960555131423,Mr. Rajiv Bhatia,0.7446822480198853,male,"Morningstar, Inc.","('NTRS', '2019 q3')",0.0
11883,BRKa,2019 q3,4020,0.9158925993681636,Mr. Michael W. W. Phillips,0.9701140985937402,male,Morgan Stanley,"('BRKa', '2019 q3')",0.0
11884,CBOE,2019 q3,4020,0.6401509018692746,Mr. Ravindra kulkarni,0.7734517999164008,male,Crispidea,"('CBOE', '2019 q3')",0.0
11885,NDAQ,2019 q3,4020,0.7478471621585814,Mr. Ravindra kulkarni,0.5803593731165209,male,Crispidea,"('NDAQ', '2019 q3')",0.014255795627832413
11886,CBOE,2019 q3,4020,0.6401509018692746,Chris M. Kotowski,0.512022701567813,male,"Oppenheimer & Co., Inc.","('CBOE', '2019 q3')",0.0
11887,CME,2019 q3,4020,0.5922968519735756,"Richard H. Repetto, CFA",0.2679846201258907,male,Sandler O'Neill & Partners,"('CME', '2019 q3')",0.0
11888,ETFC,2019 q3,4020,0.6852026989424955,"Richard H. Repetto, CFA",0.2945028115607775,male,Sandler O'Neill & Partners,"('ETFC', '2019 q3')",0.0
11889,MKTX,2019 q3,4020,0.7580405238567897,"Richard H. Repetto, CFA",0.646467111173399,male,Sandler O'Neill & Partners,"('MKTX', '2019 q3')",0.01334563922137022
11890,CME,2019 q3,4020,0.5922968519735756,Colin Plunkett,0.6141325832031977,male,"Morningstar, Inc.","('CME', '2019 q3')",0.0
11891,COF,2019 q3,4020,0.3478825443924136,Colin Plunkett,0.8805993441665496,male,"Morningstar, Inc.","('COF', '2019 q3')",0.0
11892,DFS,2019 q3,4020,0.3950398405843397,Colin Plunkett,0.5930153407969225,male,"Morningstar, Inc.","('DFS', '2019 q3')",0.0
11893,ICE,2019 q3,4020,0.6237482169735282,Colin Plunkett,0.6882458873503131,male,"Morningstar, Inc.","('ICE', '2019 q3')",0.0
11894,MCO,2019 q3,4020,0.5713413758656067,Colin Plunkett,0.7646656521324364,male,"Morningstar, Inc.","('MCO', '2019 q3')",0.0
11895,MSCI,2019 q3,4020,0.4810745630303652,Colin Plunkett,0.570726025576093,male,"Morningstar, Inc.","('MSCI', '2019 q3')",0.0
11896,NDAQ,2019 q3,4020,0.7478471621585814,Colin Plunkett,0.7207419668682633,male,"Morningstar, Inc.","('NDAQ', '2019 q3')",0.0
11897,SPGI,2019 q3,4020,0.663985138818375,Colin Plunkett,0.663985138818375,male,"Morningstar, Inc.","('SPGI', '2019 q3')",0.008095956097046534
11898,SYF,2019 q3,4020,0.5331682796590755,Colin Plunkett,0.6416651814745101,male,"Morningstar, Inc.","('SYF', '2019 q3')",0.0
11899,COF,2019 q3,4020,0.3478825443924136,Mr. Kevin J. Barker,0.1622859344567769,male,Piper Sandler Companies,"('COF', '2019 q3')",0.0
11900,COF,2019 q3,4020,0.3478825443924136,"Jon G. Arfstrom, CPA",0.0940076296241631,male,RBC Capital Markets,"('COF', '2019 q3')",0.0
11901,DFS,2019 q3,4020,0.3950398405843397,"Jon G. Arfstrom, CPA",0.1033783749479986,male,RBC Capital Markets,"('DFS', '2019 q3')",0.0
11902,SYF,2019 q3,4020,0.5331682796590755,"Jon G. Arfstrom, CPA",0.2932449421244864,male,RBC Capital Markets,"('SYF', '2019 q3')",0.0156549122184515
11903,COF,2019 q3,4020,0.3478825443924136,Mr. John Pancari,0.1623886496407995,male,EVERCORE ISI,"('COF', '2019 q3')",0.0
11904,DFS,2019 q3,4020,0.3950398405843397,Mr. John Pancari,0.7030914246842513,male,EVERCORE ISI,"('DFS', '2019 q3')",0.0
11905,COF,2019 q3,4020,0.3478825443924136,"Mr. Christopher R. Donat, CFA",0.1329723829751101,male,Sandler O'Neill & Partners,"('COF', '2019 q3')",0.0
11906,DFS,2019 q3,4020,0.3950398405843397,"Mr. Christopher R. Donat, CFA",0.1355687487283998,male,Sandler O'Neill & Partners,"('DFS', '2019 q3')",0.0
11907,COF,2019 q3,4020,0.3478825443924136,Ryan Carr,0.138952468617347,male,Jefferies,"('COF', '2019 q3')",0.0
11908,SYF,2019 q3,4020,0.5331682796590755,Ryan Carr,0.3275850640797174,male,Jefferies,"('SYF', '2019 q3')",0.0
11909,DFS,2019 q3,4020,0.3950398405843397,Mr. Jason Kupferberg,0.4277502108964603,male,BofA Global Research,"('DFS', '2019 q3')",0.042753178626298904
11910,DFS,2019 q3,4020,0.3950398405843397,Mark C. DeVries,0.2121510559759335,male,Barclays,"('DFS', '2019 q3')",0.0
11911,DFS,2019 q3,4020,0.3950398405843397,Mr. Trevor Williams,0.1934934193683061,male,Jefferies,"('DFS', '2019 q3')",0.0
11912,DFS,2019 q3,4020,0.3950398405843397,David M. Scharf,0.096686574648464,male,JMP Securities,"('DFS', '2019 q3')",0.0
11913,SYF,2019 q3,4020,0.5331682796590755,David M. Scharf,0.54328889100054,male,JMP Securities,"('SYF', '2019 q3')",0.0
11914,DFS,2019 q3,4020,0.3950398405843397,Mr. Meng Jiao,0.0924183132355469,male,Deutsche Bank,"('DFS', '2019 q3')",0.0
11915,DFS,2019 q3,4020,0.3950398405843397,"Mr. Vincent A. Caintic, CFA",0.1383870097155176,male,Stephens Inc.,"('DFS', '2019 q3')",0.0
11916,ETFC,2019 q3,4020,0.6852026989424955,Mr. Devin P. Ryan,0.5689035973470881,male,JMP Securities,"('ETFC', '2019 q3')",0.013399961404502392
11917,ETFC,2019 q3,4020,0.6852026989424955,Research Department,0.4039276728675011,Not a person,Trefis,"('ETFC', '2019 q3')",0.0
11918,NDAQ,2019 q3,4020,0.7478471621585814,Research Department,0.4350244490026064,Not a person,Trefis,"('NDAQ', '2019 q3')",0.0
11919,ETFC,2019 q3,4020,0.6852026989424955,Mr. Steven J. Chubak,0.4928427863819944,male,Wolfe Research,"('ETFC', '2019 q3')",0.0
11920,NTRS,2019 q3,4020,0.5300960555131423,Mr. Steven J. Chubak,0.3234838686375826,male,Wolfe Research,"('NTRS', '2019 q3')",0.0
11921,RJF,2019 q3,4020,0.7053353989653768,Mr. Steven J. Chubak,0.7885836152690215,male,Wolfe Research,"('RJF', '2019 q3')",0.0
11922,SCHW,2019 q3,4020,0.493007041263114,Mr. Steven J. Chubak,0.4209751804581887,male,Wolfe Research,"('SCHW', '2019 q3')",0.0
11923,GS,2019 q3,4020,0.6636365913388147,"Mr. Glenn P. Schorr, CFA",0.2963527219654969,male,EVERCORE ISI,"('GS', '2019 q3')",0.01666666753590107
11924,IVZ,2019 q3,4020,0.5709751752619636,"Mr. Glenn P. Schorr, CFA",0.7339443367299793,male,EVERCORE ISI,"('IVZ', '2019 q3')",0.03333333507180214
11925,NTRS,2019 q3,4020,0.5300960555131423,"Mr. Glenn P. Schorr, CFA",0.1600863892612934,male,EVERCORE ISI,"('NTRS', '2019 q3')",0.0
11926,GS,2019 q3,4020,0.6636365913388147,"Mr. Kenneth M. Leon, CPA",0.6741257035375133,male,CFRA Equity Research,"('GS', '2019 q3')",0.0
11927,MS,2019 q3,4020,0.6769940986369949,"Mr. Kenneth M. Leon, CPA",0.7031195399909461,male,CFRA Equity Research,"('MS', '2019 q3')",0.0
11928,RJF,2019 q3,4020,0.7053353989653768,"Mr. Kenneth M. Leon, CPA",0.6077302535831305,male,CFRA Equity Research,"('RJF', '2019 q3')",0.0
11929,GS,2019 q3,4020,0.6636365913388147,Mr. Andrew Lim,0.6606073703476634,male,Societe Generale,"('GS', '2019 q3')",0.0
11930,MS,2019 q3,4020,0.6769940986369949,Mr. Andrew Lim,0.7021536986479923,male,Societe Generale,"('MS', '2019 q3')",0.0
11931,GS,2019 q3,4020,0.6636365913388147,"Mr. Michael Mayo, CFA",0.4251946530051468,male,"Wells Fargo Securities, LLC","('GS', '2019 q3')",0.016407320275902748
11932,MCO,2019 q3,4020,0.5713413758656067,Ms. Toni M. Kaplan,0.3400447890156228,female,Morgan Stanley,"('MCO', '2019 q3')",0.0
11933,MSCI,2019 q3,4020,0.4810745630303652,Ms. Toni M. Kaplan,0.3438434891705511,female,Morgan Stanley,"('MSCI', '2019 q3')",0.04054128751158714
11934,MCO,2019 q3,4020,0.5713413758656067,Mr. Michael Y. Cho,0.3168176107454751,male,JPMorgan,"('MCO', '2019 q3')",0.011187233962118626
11935,MCO,2019 q3,4020,0.5713413758656067,Mr. Jeffrey M. Silber,0.2666300446593289,male,BMO Capital Markets,"('MCO', '2019 q3')",0.0
11936,MCO,2019 q3,4020,0.5713413758656067,"Mr. Alex Kramm, CFA",0.2563735084914114,male,UBS Equities,"('MCO', '2019 q3')",0.013464555144309998
11937,MCO,2019 q3,4020,0.5713413758656067,Manav S. Patnaik,0.822330547329695,male,Barclays,"('MCO', '2019 q3')",0.0
11938,MSCI,2019 q3,4020,0.4810745630303652,"Keith M. Housum, CPA",0.281272809856517,male,Northcoast Research,"('MSCI', '2019 q3')",0.0
11939,MSCI,2019 q3,4020,0.4810745630303652,"Mr. Chris Shutler, CFA",0.3547933243927926,male,William Blair & Company,"('MSCI', '2019 q3')",0.04471208155155182
11940,SCHW,2019 q3,4020,0.493007041263114,"Mr. Chris Shutler, CFA",0.2562485259771758,male,William Blair & Company,"('SCHW', '2019 q3')",0.0
11941,TROW,2019 q3,4020,0.566673140060046,"Mr. Chris Shutler, CFA",0.1809385674863697,male,William Blair & Company,"('TROW', '2019 q3')",0.0
11942,NTRS,2019 q3,4020,0.5300960555131423,Ken M. Usdin,0.2773379683583287,male,Jefferies,"('NTRS', '2019 q3')",0.0
11943,NTRS,2019 q3,4020,0.5300960555131423,Ms. Susan Roth Katzke,0.267708609936331,female,Credit Suisse,"('NTRS', '2019 q3')",0.0
11944,TROW,2019 q3,4020,0.566673140060046,"Macrae Sykes, II",0.1882802172801488,female,Gabelli & Company,"('TROW', '2019 q3')",0.0
11945,AMP,2019 q4,4020,0.5560950846765326,"Mr. Michael Wong, CFA",0.6026761396501692,male,"Morningstar, Inc.","('AMP', '2019 q4')",0.0
11946,ETFC,2019 q4,4020,0.6474961074121611,"Mr. Michael Wong, CFA",0.8012228879098391,male,"Morningstar, Inc.","('ETFC', '2019 q4')",0.0
11947,GS,2019 q4,4020,0.6005044842891136,"Mr. Michael Wong, CFA",0.6364356299307254,male,"Morningstar, Inc.","('GS', '2019 q4')",0.0
11948,MS,2019 q4,4020,0.6130656312238693,"Mr. Michael Wong, CFA",0.6907908334967471,male,"Morningstar, Inc.","('MS', '2019 q4')",0.0
11949,RJF,2019 q4,4020,0.6809385264330055,"Mr. Michael Wong, CFA",0.7282400019352131,male,"Morningstar, Inc.","('RJF', '2019 q4')",0.0
11950,SCHW,2019 q4,4020,0.6453704148977466,"Mr. Michael Wong, CFA",0.4937995492780684,male,"Morningstar, Inc.","('SCHW', '2019 q4')",0.0
11951,AMP,2019 q4,4020,0.5560950846765326,Ms. Catherine A. Seifert,0.5722313753083212,female,CFRA Equity Research,"('AMP', '2019 q4')",0.0
11952,BEN,2019 q4,4020,0.5967663295611836,Ms. Catherine A. Seifert,0.5130060268588459,female,CFRA Equity Research,"('BEN', '2019 q4')",0.0
11953,BK,2019 q4,4020,0.621405491928871,Ms. Catherine A. Seifert,0.6187345693061929,female,CFRA Equity Research,"('BK', '2019 q4')",0.0
11954,BLK,2019 q4,4020,0.7328966125774126,Ms. Catherine A. Seifert,0.6387277698972832,female,CFRA Equity Research,"('BLK', '2019 q4')",0.0
11955,BRKa,2019 q4,4020,0.7886282098474553,Ms. Catherine A. Seifert,0.8014088369272251,female,CFRA Equity Research,"('BRKa', '2019 q4')",0.0
11956,ETFC,2019 q4,4020,0.6474961074121611,Ms. Catherine A. Seifert,0.5077728116787866,female,CFRA Equity Research,"('ETFC', '2019 q4')",0.0
11957,IVZ,2019 q4,4020,0.5358592934516619,Ms. Catherine A. Seifert,0.4403037870475248,female,CFRA Equity Research,"('IVZ', '2019 q4')",0.0
11958,NTRS,2019 q4,4020,0.6486338295307346,Ms. Catherine A. Seifert,0.7405684606970292,female,CFRA Equity Research,"('NTRS', '2019 q4')",0.0
11959,SCHW,2019 q4,4020,0.6453704148977466,Ms. Catherine A. Seifert,0.381417122858083,female,CFRA Equity Research,"('SCHW', '2019 q4')",0.0
11960,STT,2019 q4,4020,0.6835896908826118,Ms. Catherine A. Seifert,0.7462618297895472,female,CFRA Equity Research,"('STT', '2019 q4')",0.0
11961,TROW,2019 q4,4020,0.5406579117040228,Ms. Catherine A. Seifert,0.4581677950790977,female,CFRA Equity Research,"('TROW', '2019 q4')",0.0
11962,AMP,2019 q4,4020,0.5560950846765326,Nigel Dally,0.4885812703723616,male,Morgan Stanley,"('AMP', '2019 q4')",0.0
11963,AMP,2019 q4,4020,0.5560950846765326,Mr. Thomas Gallagher,0.3144570673704588,male,EVERCORE ISI,"('AMP', '2019 q4')",0.0280417175963521
11964,AMP,2019 q4,4020,0.5560950846765326,Mr. Andrew S. Kligerman,0.3844086140894044,male,Credit Suisse,"('AMP', '2019 q4')",0.0
11965,AMP,2019 q4,4020,0.5560950846765326,Mr. John B. Barnidge,0.3081097092857684,male,Sandler O'Neill & Partners,"('AMP', '2019 q4')",0.004388514906167984
11966,AMP,2019 q4,4020,0.5560950846765326,Mr. Ken S. Lee,0.2022802316125232,male,RBC Capital Markets,"('AMP', '2019 q4')",0.0
11967,IVZ,2019 q4,4020,0.5358592934516619,Mr. Ken S. Lee,0.2001149689158426,male,RBC Capital Markets,"('IVZ', '2019 q4')",0.0
11968,AMP,2019 q4,4020,0.5560950846765326,"Jay H. Gelb, CFA",0.6116621123805959,male,Barclays,"('AMP', '2019 q4')",0.0
11969,BRKa,2019 q4,4020,0.7886282098474553,"Jay H. Gelb, CFA",0.4635282937408259,male,Barclays,"('BRKa', '2019 q4')",0.0
11970,AXP,2019 q4,4020,0.4081459113701452,Chris Kuiper,0.4883118500873007,male,CFRA Equity Research,"('AXP', '2019 q4')",0.0
11971,CBOE,2019 q4,4020,0.6475283642881036,Chris Kuiper,0.5649772022684303,male,CFRA Equity Research,"('CBOE', '2019 q4')",0.0
11972,CME,2019 q4,4020,0.6828054726544954,Chris Kuiper,0.5306039257223307,male,CFRA Equity Research,"('CME', '2019 q4')",0.0
11973,COF,2019 q4,4020,0.3165872465286993,Chris Kuiper,0.3354203716220155,male,CFRA Equity Research,"('COF', '2019 q4')",0.0
11974,DFS,2019 q4,4020,0.2967132578528034,Chris Kuiper,0.3452985395216571,male,CFRA Equity Research,"('DFS', '2019 q4')",0.0
11975,ICE,2019 q4,4020,0.7191366584016294,Chris Kuiper,0.6055409934534391,male,CFRA Equity Research,"('ICE', '2019 q4')",0.0
11976,MCO,2019 q4,4020,0.4064320560865949,Chris Kuiper,0.4339814681323202,male,CFRA Equity Research,"('MCO', '2019 q4')",0.0
11977,MSCI,2019 q4,4020,0.4828714008924644,Chris Kuiper,0.4572939121006751,male,CFRA Equity Research,"('MSCI', '2019 q4')",0.019410537245372932
11978,NDAQ,2019 q4,4020,0.6339760106668415,Chris Kuiper,0.5179410934127235,male,CFRA Equity Research,"('NDAQ', '2019 q4')",0.0
11979,SPGI,2019 q4,4020,0.6627597925138209,Chris Kuiper,0.6627597925138209,male,CFRA Equity Research,"('SPGI', '2019 q4')",0.010766910699506601
11980,SYF,2019 q4,4020,0.5843396740886898,Chris Kuiper,0.5063782645013308,male,CFRA Equity Research,"('SYF', '2019 q4')",0.0
11981,AXP,2019 q4,4020,0.4081459113701452,Mr. Meng Jiao,0.3132178266020813,male,Deutsche Bank,"('AXP', '2019 q4')",0.0
11982,COF,2019 q4,4020,0.3165872465286993,Mr. Meng Jiao,0.0563440004821836,male,Deutsche Bank,"('COF', '2019 q4')",0.0
11983,AXP,2019 q4,4020,0.4081459113701452,Mr. Jon Peace,0.3468738634800581,male,Credit Suisse,"('AXP', '2019 q4')",0.04083582013845444
11984,BLK,2019 q4,4020,0.7328966125774126,Mr. Jon Peace,0.8736914131432362,male,Credit Suisse,"('BLK', '2019 q4')",0.021031280979514122
11985,BEN,2019 q4,4020,0.5967663295611836,"Michael R. Carrier, CFA",0.4030642731011991,male,BofA Global Research,"('BEN', '2019 q4')",0.0
11986,CBOE,2019 q4,4020,0.6475283642881036,"Michael R. Carrier, CFA",0.7349348989864304,male,BofA Global Research,"('CBOE', '2019 q4')",0.03333333507180214
11987,ETFC,2019 q4,4020,0.6474961074121611,"Michael R. Carrier, CFA",0.3415694343394653,male,BofA Global Research,"('ETFC', '2019 q4')",0.0
11988,GS,2019 q4,4020,0.6005044842891136,"Michael R. Carrier, CFA",0.5411952577365066,male,BofA Global Research,"('GS', '2019 q4')",0.0
11989,IVZ,2019 q4,4020,0.5358592934516619,"Michael R. Carrier, CFA",0.3276752276189218,male,BofA Global Research,"('IVZ', '2019 q4')",0.011563019827008247
11990,MS,2019 q4,4020,0.6130656312238693,"Michael R. Carrier, CFA",0.5697566960215649,male,BofA Global Research,"('MS', '2019 q4')",0.0
11991,NDAQ,2019 q4,4020,0.6339760106668415,"Michael R. Carrier, CFA",0.5111752688201178,male,BofA Global Research,"('NDAQ', '2019 q4')",0.0
11992,NTRS,2019 q4,4020,0.6486338295307346,"Michael R. Carrier, CFA",0.3535348317231099,male,BofA Global Research,"('NTRS', '2019 q4')",0.0
11993,SCHW,2019 q4,4020,0.6453704148977466,"Michael R. Carrier, CFA",0.4766140255754554,male,BofA Global Research,"('SCHW', '2019 q4')",0.011633468170960745
11994,TROW,2019 q4,4020,0.5406579117040228,"Michael R. Carrier, CFA",0.4167554083423636,male,BofA Global Research,"('TROW', '2019 q4')",0.0
11995,BEN,2019 q4,4020,0.5967663295611836,Mr. Greggory Warren,0.6015794872522172,male,"Morningstar, Inc.","('BEN', '2019 q4')",0.0
11996,BLK,2019 q4,4020,0.7328966125774126,Mr. Greggory Warren,0.6045736445172146,male,"Morningstar, Inc.","('BLK', '2019 q4')",0.0
11997,BRKa,2019 q4,4020,0.7886282098474553,Mr. Greggory Warren,0.8676287488669555,male,"Morningstar, Inc.","('BRKa', '2019 q4')",0.0
11998,IVZ,2019 q4,4020,0.5358592934516619,Mr. Greggory Warren,0.5370984583310056,male,"Morningstar, Inc.","('IVZ', '2019 q4')",0.0
11999,TROW,2019 q4,4020,0.5406579117040228,Mr. Greggory Warren,0.4549234640945514,male,"Morningstar, Inc.","('TROW', '2019 q4')",0.0
12000,BEN,2019 q4,4020,0.5967663295611836,"Christopher M. Harris, CFA",0.2871528803879558,male,"Wells Fargo Securities, LLC","('BEN', '2019 q4')",0.01516630407422781
12001,CBOE,2019 q4,4020,0.6475283642881036,"Christopher M. Harris, CFA",0.4224217912339646,male,"Wells Fargo Securities, LLC","('CBOE', '2019 q4')",0.0
12002,CME,2019 q4,4020,0.6828054726544954,"Christopher M. Harris, CFA",0.3538959424814715,male,"Wells Fargo Securities, LLC","('CME', '2019 q4')",0.0
12003,ETFC,2019 q4,4020,0.6474961074121611,"Christopher M. Harris, CFA",0.3043842258716711,male,"Wells Fargo Securities, LLC","('ETFC', '2019 q4')",0.0
12004,ICE,2019 q4,4020,0.7191366584016294,"Christopher M. Harris, CFA",0.4538965142665445,male,"Wells Fargo Securities, LLC","('ICE', '2019 q4')",0.0
12005,IVZ,2019 q4,4020,0.5358592934516619,"Christopher M. Harris, CFA",0.2531638434011213,male,"Wells Fargo Securities, LLC","('IVZ', '2019 q4')",0.0
12006,NDAQ,2019 q4,4020,0.6339760106668415,"Christopher M. Harris, CFA",0.2760451343977729,male,"Wells Fargo Securities, LLC","('NDAQ', '2019 q4')",0.0
12007,RJF,2019 q4,4020,0.6809385264330055,"Christopher M. Harris, CFA",0.3720137509200816,male,"Wells Fargo Securities, LLC","('RJF', '2019 q4')",0.0
12008,SCHW,2019 q4,4020,0.6453704148977466,"Christopher M. Harris, CFA",0.274493851914,male,"Wells Fargo Securities, LLC","('SCHW', '2019 q4')",0.015569726005196571
12009,TROW,2019 q4,4020,0.5406579117040228,"Christopher M. Harris, CFA",0.2541333701565957,male,"Wells Fargo Securities, LLC","('TROW', '2019 q4')",0.0
12010,BEN,2019 q4,4020,0.5967663295611836,"Mr. Michael J. Cyprys, CFA",0.4021741497920474,male,Morgan Stanley,"('BEN', '2019 q4')",0.0
12011,ETFC,2019 q4,4020,0.6474961074121611,"Mr. Michael J. Cyprys, CFA",0.3364064268865901,male,Morgan Stanley,"('ETFC', '2019 q4')",0.00871602538973093
12012,IVZ,2019 q4,4020,0.5358592934516619,"Mr. Michael J. Cyprys, CFA",0.2546355161532843,male,Morgan Stanley,"('IVZ', '2019 q4')",0.0
12013,SCHW,2019 q4,4020,0.6453704148977466,"Mr. Michael J. Cyprys, CFA",0.2659065699358706,male,Morgan Stanley,"('SCHW', '2019 q4')",0.0
12014,TROW,2019 q4,4020,0.5406579117040228,"Mr. Michael J. Cyprys, CFA",0.2756135499634523,male,Morgan Stanley,"('TROW', '2019 q4')",0.0
12015,BEN,2019 q4,4020,0.5967663295611836,"Brian B. Bedell, CFA",0.8368300481218507,male,Deutsche Bank,"('BEN', '2019 q4')",0.0
12016,BK,2019 q4,4020,0.621405491928871,"Brian B. Bedell, CFA",0.8678785913695852,male,Deutsche Bank,"('BK', '2019 q4')",0.0
12017,CME,2019 q4,4020,0.6828054726544954,"Brian B. Bedell, CFA",0.7742140291723605,male,Deutsche Bank,"('CME', '2019 q4')",0.0
12018,ETFC,2019 q4,4020,0.6474961074121611,"Brian B. Bedell, CFA",0.6214343806161834,male,Deutsche Bank,"('ETFC', '2019 q4')",0.03333333507180214
12019,ICE,2019 q4,4020,0.7191366584016294,"Brian B. Bedell, CFA",0.9219065389780936,male,Deutsche Bank,"('ICE', '2019 q4')",0.0
12020,IVZ,2019 q4,4020,0.5358592934516619,"Brian B. Bedell, CFA",0.869286978181359,male,Deutsche Bank,"('IVZ', '2019 q4')",0.0
12021,MKTX,2019 q4,4020,0.7213545829867791,"Brian B. Bedell, CFA",0.8549524513816595,male,Deutsche Bank,"('MKTX', '2019 q4')",0.0
12022,NDAQ,2019 q4,4020,0.6339760106668415,"Brian B. Bedell, CFA",0.8810165491638383,male,Deutsche Bank,"('NDAQ', '2019 q4')",0.0
12023,NTRS,2019 q4,4020,0.6486338295307346,"Brian B. Bedell, CFA",0.884826523312686,male,Deutsche Bank,"('NTRS', '2019 q4')",0.0
12024,SCHW,2019 q4,4020,0.6453704148977466,"Brian B. Bedell, CFA",0.92938869762855,male,Deutsche Bank,"('SCHW', '2019 q4')",0.0
12025,TROW,2019 q4,4020,0.5406579117040228,"Brian B. Bedell, CFA",0.8323731606262255,male,Deutsche Bank,"('TROW', '2019 q4')",0.0
12026,BEN,2019 q4,4020,0.5967663295611836,"Mr. Jeremy E. Campbell, CFA",0.3218439616563633,male,Barclays,"('BEN', '2019 q4')",0.0
12027,CME,2019 q4,4020,0.6828054726544954,"Mr. Jeremy E. Campbell, CFA",0.5689615105616396,male,Barclays,"('CME', '2019 q4')",0.0
12028,ETFC,2019 q4,4020,0.6474961074121611,"Mr. Jeremy E. Campbell, CFA",0.4993073540273106,male,Barclays,"('ETFC', '2019 q4')",0.0
12029,ICE,2019 q4,4020,0.7191366584016294,"Mr. Jeremy E. Campbell, CFA",0.5340953294328554,male,Barclays,"('ICE', '2019 q4')",0.011033538728952408
12030,IVZ,2019 q4,4020,0.5358592934516619,"Mr. Jeremy E. Campbell, CFA",0.4993123498258144,male,Barclays,"('IVZ', '2019 q4')",0.0
12031,MKTX,2019 q4,4020,0.7213545829867791,"Mr. Jeremy E. Campbell, CFA",0.6463424105957133,male,Barclays,"('MKTX', '2019 q4')",0.0
12032,SCHW,2019 q4,4020,0.6453704148977466,"Mr. Jeremy E. Campbell, CFA",0.3406435661983811,male,Barclays,"('SCHW', '2019 q4')",0.0
12033,BEN,2019 q4,4020,0.5967663295611836,"Mr. Craig W. Siegenthaler, CFA",0.4264281759955934,male,Credit Suisse,"('BEN', '2019 q4')",0.005083979107439518
12034,ETFC,2019 q4,4020,0.6474961074121611,"Mr. Craig W. Siegenthaler, CFA",0.4475135092547745,male,Credit Suisse,"('ETFC', '2019 q4')",0.0
12035,SCHW,2019 q4,4020,0.6453704148977466,"Mr. Craig W. Siegenthaler, CFA",0.4707599616923448,male,Credit Suisse,"('SCHW', '2019 q4')",0.0
12036,BK,2019 q4,4020,0.621405491928871,"Mr. Jason M. Goldberg, CFA",0.308840882185897,male,Barclays,"('BK', '2019 q4')",0.0025165847036987543
12037,COF,2019 q4,4020,0.3165872465286993,"Mr. Jason M. Goldberg, CFA",0.0615346915666753,male,Barclays,"('COF', '2019 q4')",0.0
12038,GS,2019 q4,4020,0.6005044842891136,"Mr. Jason M. Goldberg, CFA",0.2537454064691161,male,Barclays,"('GS', '2019 q4')",0.0
12039,MS,2019 q4,4020,0.6130656312238693,"Mr. Jason M. Goldberg, CFA",0.2949111269672645,male,Barclays,"('MS', '2019 q4')",0.0
12040,BK,2019 q4,4020,0.621405491928871,Ms. Susan Roth Katzke,0.394079832270775,female,Credit Suisse,"('BK', '2019 q4')",0.026145875453948975
12041,GS,2019 q4,4020,0.6005044842891136,Ms. Susan Roth Katzke,0.4906242553723636,female,Credit Suisse,"('GS', '2019 q4')",0.0
12042,NTRS,2019 q4,4020,0.6486338295307346,Ms. Susan Roth Katzke,0.3759822794537605,female,Credit Suisse,"('NTRS', '2019 q4')",0.0
12043,BK,2019 q4,4020,0.621405491928871,Mr. Rajiv Bhatia,0.5955536347329056,male,"Morningstar, Inc.","('BK', '2019 q4')",0.0
12044,NTRS,2019 q4,4020,0.6486338295307346,Mr. Rajiv Bhatia,0.6561130230381448,male,"Morningstar, Inc.","('NTRS', '2019 q4')",0.0
12045,BK,2019 q4,4020,0.621405491928871,Gerard S. Cassidy,0.3775114938606456,male,RBC Capital Markets,"('BK', '2019 q4')",0.0
12046,GS,2019 q4,4020,0.6005044842891136,Gerard S. Cassidy,0.273764511503447,male,RBC Capital Markets,"('GS', '2019 q4')",0.0
12047,MS,2019 q4,4020,0.6130656312238693,Gerard S. Cassidy,0.3217284644468048,male,RBC Capital Markets,"('MS', '2019 q4')",0.0
12048,NTRS,2019 q4,4020,0.6486338295307346,Gerard S. Cassidy,0.2723018865739157,male,RBC Capital Markets,"('NTRS', '2019 q4')",0.0
12049,STT,2019 q4,4020,0.6835896908826118,Gerard S. Cassidy,0.6163977185956192,male,RBC Capital Markets,"('STT', '2019 q4')",0.0
12050,BRKa,2019 q4,4020,0.7886282098474553,Mr. Michael W. W. Phillips,0.7779449227241381,male,Morgan Stanley,"('BRKa', '2019 q4')",0.0
12051,BRKa,2019 q4,4020,0.7886282098474553,Ms. Adrienne Y. Yih,0.7146387215271652,female,Barclays,"('BRKa', '2019 q4')",0.0
12052,CBOE,2019 q4,4020,0.6475283642881036,Chris M. Kotowski,0.3337860435512361,male,"Oppenheimer & Co., Inc.","('CBOE', '2019 q4')",0.0
12053,GS,2019 q4,4020,0.6005044842891136,Chris M. Kotowski,0.2263586032199114,male,"Oppenheimer & Co., Inc.","('GS', '2019 q4')",0.0
12054,NDAQ,2019 q4,4020,0.6339760106668415,Chris M. Kotowski,0.3273259557351222,male,"Oppenheimer & Co., Inc.","('NDAQ', '2019 q4')",0.0
12055,CBOE,2019 q4,4020,0.6475283642881036,Mr. Ravindra kulkarni,0.6345329278088881,male,Crispidea,"('CBOE', '2019 q4')",0.0
12056,NDAQ,2019 q4,4020,0.6339760106668415,Mr. Ravindra kulkarni,0.4548040898077721,male,Crispidea,"('NDAQ', '2019 q4')",0.0
12057,CBOE,2019 q4,4020,0.6475283642881036,Daniel T. Fannon,0.6439137790272597,male,Jefferies,"('CBOE', '2019 q4')",0.0
12058,ETFC,2019 q4,4020,0.6474961074121611,Daniel T. Fannon,0.3634970942148344,male,Jefferies,"('ETFC', '2019 q4')",0.0
12059,IVZ,2019 q4,4020,0.5358592934516619,Daniel T. Fannon,0.2458928423392859,male,Jefferies,"('IVZ', '2019 q4')",0.0
12060,SCHW,2019 q4,4020,0.6453704148977466,Daniel T. Fannon,0.263065737581437,male,Jefferies,"('SCHW', '2019 q4')",0.0
12061,TROW,2019 q4,4020,0.5406579117040228,Daniel T. Fannon,0.4246869094768488,male,Jefferies,"('TROW', '2019 q4')",0.0
12062,CME,2019 q4,4020,0.6828054726544954,"Richard H. Repetto, CFA",0.3351025599920035,male,Sandler O'Neill & Partners,"('CME', '2019 q4')",0.0
12063,ETFC,2019 q4,4020,0.6474961074121611,"Richard H. Repetto, CFA",0.3136114909543853,male,Sandler O'Neill & Partners,"('ETFC', '2019 q4')",0.0
12064,MKTX,2019 q4,4020,0.7213545829867791,"Richard H. Repetto, CFA",0.5802602463689372,male,Sandler O'Neill & Partners,"('MKTX', '2019 q4')",0.011271868832409382
12065,CME,2019 q4,4020,0.6828054726544954,Mr. Ari Ghosh,0.7568158834199427,male,Credit Suisse,"('CME', '2019 q4')",0.0
12066,CME,2019 q4,4020,0.6828054726544954,Colin Plunkett,0.7149350118312557,male,"Morningstar, Inc.","('CME', '2019 q4')",0.0
12067,COF,2019 q4,4020,0.3165872465286993,Colin Plunkett,0.8486478892232082,male,"Morningstar, Inc.","('COF', '2019 q4')",0.0
12068,DFS,2019 q4,4020,0.2967132578528034,Colin Plunkett,0.4014702067197392,male,"Morningstar, Inc.","('DFS', '2019 q4')",0.0
12069,ICE,2019 q4,4020,0.7191366584016294,Colin Plunkett,0.7329020436871502,male,"Morningstar, Inc.","('ICE', '2019 q4')",0.0
12070,MCO,2019 q4,4020,0.4064320560865949,Colin Plunkett,0.5849254008376461,male,"Morningstar, Inc.","('MCO', '2019 q4')",0.005870101973414421
12071,MSCI,2019 q4,4020,0.4828714008924644,Colin Plunkett,0.5666089677048465,male,"Morningstar, Inc.","('MSCI', '2019 q4')",0.0
12072,NDAQ,2019 q4,4020,0.6339760106668415,Colin Plunkett,0.7254147440239036,male,"Morningstar, Inc.","('NDAQ', '2019 q4')",0.0
12073,SPGI,2019 q4,4020,0.6627597925138209,Colin Plunkett,0.6627597925138209,male,"Morningstar, Inc.","('SPGI', '2019 q4')",0.0
12074,SYF,2019 q4,4020,0.5843396740886898,Colin Plunkett,0.5816276407845064,male,"Morningstar, Inc.","('SYF', '2019 q4')",0.0
12075,COF,2019 q4,4020,0.3165872465286993,Mr. Moshe Orenbuch,0.0802828805967713,male,Credit Suisse,"('COF', '2019 q4')",0.0
12076,DFS,2019 q4,4020,0.2967132578528034,Mr. Moshe Orenbuch,0.1410018220094611,male,Credit Suisse,"('DFS', '2019 q4')",0.02914952114224434
12077,COF,2019 q4,4020,0.3165872465286993,Acquisdata Research Team,0.5181789122680382,Not a person,Acquisdata,"('COF', '2019 q4')",0.0
12078,GS,2019 q4,4020,0.6005044842891136,Acquisdata Research Team,0.3404779969717156,Not a person,Acquisdata,"('GS', '2019 q4')",0.0
12079,MS,2019 q4,4020,0.6130656312238693,Acquisdata Research Team,0.4635699353709758,Not a person,Acquisdata,"('MS', '2019 q4')",0.0
12080,STT,2019 q4,4020,0.6835896908826118,Acquisdata Research Team,0.6109680056099086,Not a person,Acquisdata,"('STT', '2019 q4')",0.0
12081,COF,2019 q4,4020,0.3165872465286993,"Jon G. Arfstrom, CPA",0.0632204865205557,male,RBC Capital Markets,"('COF', '2019 q4')",0.01560673676431179
12082,DFS,2019 q4,4020,0.2967132578528034,"Jon G. Arfstrom, CPA",0.107700376706523,male,RBC Capital Markets,"('DFS', '2019 q4')",0.0
12083,SYF,2019 q4,4020,0.5843396740886898,"Jon G. Arfstrom, CPA",0.3520334381979357,male,RBC Capital Markets,"('SYF', '2019 q4')",0.0
12084,COF,2019 q4,4020,0.3165872465286993,Ryan Carr,0.1201037009192313,male,Jefferies,"('COF', '2019 q4')",0.010286353528499603
12085,SYF,2019 q4,4020,0.5843396740886898,Ryan Carr,0.4504030362152865,male,Jefferies,"('SYF', '2019 q4')",0.0
12086,COF,2019 q4,4020,0.3165872465286993,"Mr. Christopher R. Donat, CFA",0.1396279898095483,male,Sandler O'Neill & Partners,"('COF', '2019 q4')",0.0
12087,DFS,2019 q4,4020,0.2967132578528034,"Mr. Christopher R. Donat, CFA",0.1399048699194933,male,Sandler O'Neill & Partners,"('DFS', '2019 q4')",0.0
12088,COF,2019 q4,4020,0.3165872465286993,Mr. Robert P. Napoli,0.0779350886045524,male,William Blair & Company,"('COF', '2019 q4')",0.0
12089,DFS,2019 q4,4020,0.2967132578528034,Mr. Robert P. Napoli,0.1445723312948248,male,William Blair & Company,"('DFS', '2019 q4')",0.0
12090,COF,2019 q4,4020,0.3165872465286993,Mr. John Pancari,0.0922401682520787,male,EVERCORE ISI,"('COF', '2019 q4')",0.0
12091,DFS,2019 q4,4020,0.2967132578528034,Mr. John Pancari,0.1165630584047725,male,EVERCORE ISI,"('DFS', '2019 q4')",0.0
12092,COF,2019 q4,4020,0.3165872465286993,Mr. Michael Kaye,0.124886640271228,male,"Wells Fargo Securities, LLC","('COF', '2019 q4')",0.0
12093,COF,2019 q4,4020,0.3165872465286993,Mr. Kevin J. Barker,0.0963778457183313,male,Piper Sandler Companies,"('COF', '2019 q4')",0.0
12094,DFS,2019 q4,4020,0.2967132578528034,David M. Scharf,0.3109820354862718,male,JMP Securities,"('DFS', '2019 q4')",0.0
12095,SYF,2019 q4,4020,0.5843396740886898,David M. Scharf,0.6653931070856606,male,JMP Securities,"('SYF', '2019 q4')",0.014292323030531406
12096,ETFC,2019 q4,4020,0.6474961074121611,Research Department,0.3783191220662339,Not a person,Trefis,"('ETFC', '2019 q4')",0.0
12097,NDAQ,2019 q4,4020,0.6339760106668415,Research Department,0.3903160775451185,Not a person,Trefis,"('NDAQ', '2019 q4')",0.0
12098,ETFC,2019 q4,4020,0.6474961074121611,Pauline Bell,0.4992228912692573,female,CFRA Equity Research,"('ETFC', '2019 q4')",0.0
12099,RJF,2019 q4,4020,0.6809385264330055,Pauline Bell,0.41443604598184,female,CFRA Equity Research,"('RJF', '2019 q4')",0.0
12100,SCHW,2019 q4,4020,0.6453704148977466,Pauline Bell,0.3971536697775323,female,CFRA Equity Research,"('SCHW', '2019 q4')",0.0
12101,ETFC,2019 q4,4020,0.6474961074121611,Mr. Steven J. Chubak,0.6481805400567359,male,Wolfe Research,"('ETFC', '2019 q4')",0.0
12102,ETFC,2019 q4,4020,0.6474961074121611,Mr. Devin P. Ryan,0.6201849880549436,male,JMP Securities,"('ETFC', '2019 q4')",0.03404279425740242
12103,RJF,2019 q4,4020,0.6809385264330055,Mr. Devin P. Ryan,0.7269716825366486,male,JMP Securities,"('RJF', '2019 q4')",0.029503794386982918
12104,SCHW,2019 q4,4020,0.6453704148977466,Mr. Devin P. Ryan,0.562366130319215,male,JMP Securities,"('SCHW', '2019 q4')",0.02068345434963703
12105,GS,2019 q4,4020,0.6005044842891136,"Mr. Kenneth M. Leon, CPA",0.647072268402938,male,CFRA Equity Research,"('GS', '2019 q4')",0.0
12106,MS,2019 q4,4020,0.6130656312238693,"Mr. Kenneth M. Leon, CPA",0.6387589315554069,male,CFRA Equity Research,"('MS', '2019 q4')",0.0
12107,RJF,2019 q4,4020,0.6809385264330055,"Mr. Kenneth M. Leon, CPA",0.4167977183826644,male,CFRA Equity Research,"('RJF', '2019 q4')",0.0
12108,GS,2019 q4,4020,0.6005044842891136,"Mr. Michael Mayo, CFA",0.2814785545129791,male,"Wells Fargo Securities, LLC","('GS', '2019 q4')",0.0
12109,MS,2019 q4,4020,0.6130656312238693,"Mr. Michael Mayo, CFA",0.2183052664935254,male,"Wells Fargo Securities, LLC","('MS', '2019 q4')",0.0
12110,NTRS,2019 q4,4020,0.6486338295307346,"Mr. Michael Mayo, CFA",0.1964003594797936,male,"Wells Fargo Securities, LLC","('NTRS', '2019 q4')",0.0
12111,GS,2019 q4,4020,0.6005044842891136,Mr. Jeffery J. Harte,0.3536383028003317,male,Sandler O'Neill & Partners,"('GS', '2019 q4')",0.0
12112,MS,2019 q4,4020,0.6130656312238693,Mr. Jeffery J. Harte,0.712878795973347,male,Sandler O'Neill & Partners,"('MS', '2019 q4')",0.0
12113,NTRS,2019 q4,4020,0.6486338295307346,Mr. Jeffery J. Harte,0.3225687818507557,male,Sandler O'Neill & Partners,"('NTRS', '2019 q4')",0.0
12114,GS,2019 q4,4020,0.6005044842891136,James F. Mitchell,0.313662433143841,male,The Buckingham Research Group,"('GS', '2019 q4')",0.015104999765753746
12115,RJF,2019 q4,4020,0.6809385264330055,James F. Mitchell,0.4243389177585548,male,The Buckingham Research Group,"('RJF', '2019 q4')",0.0
12116,GS,2019 q4,4020,0.6005044842891136,"Mr. Glenn P. Schorr, CFA",0.2895862024424813,male,EVERCORE ISI,"('GS', '2019 q4')",0.0
12117,NTRS,2019 q4,4020,0.6486338295307346,"Mr. Glenn P. Schorr, CFA",0.1848305291186086,male,EVERCORE ISI,"('NTRS', '2019 q4')",0.0
12118,GS,2019 q4,4020,0.6005044842891136,SADIF Research,0.9930692943406746,Not a person,Sadif Analytics Prime,"('GS', '2019 q4')",0.9781465530395508
12119,NTRS,2019 q4,4020,0.6486338295307346,SADIF Research,0.9635640774783208,Not a person,Sadif Analytics Prime,"('NTRS', '2019 q4')",0.9141533374786377
12120,RJF,2019 q4,4020,0.6809385264330055,SADIF Research,0.9226654661213324,Not a person,Sadif Analytics Prime,"('RJF', '2019 q4')",0.9003477096557617
12121,SCHW,2019 q4,4020,0.6453704148977466,SADIF Research,0.9535769441610108,Not a person,Sadif Analytics Prime,"('SCHW', '2019 q4')",0.9117599129676819
12122,GS,2019 q4,4020,0.6005044842891136,Mr. Jeremy C. Sigee,0.3781998728697138,male,Exane BNP Paribas,"('GS', '2019 q4')",0.0
12123,MCO,2019 q4,4020,0.4064320560865949,Mr. Jeffrey M. Silber,0.1771064490582723,male,BMO Capital Markets,"('MCO', '2019 q4')",0.0
12124,MCO,2019 q4,4020,0.4064320560865949,Ms. Toni M. Kaplan,0.3248714495965175,female,Morgan Stanley,"('MCO', '2019 q4')",0.0
12125,MCO,2019 q4,4020,0.4064320560865949,"Mr. Alex Kramm, CFA",0.1570883557946646,male,UBS Equities,"('MCO', '2019 q4')",0.0
12126,MCO,2019 q4,4020,0.4064320560865949,"Mr. William A. Warmington, Jr",0.2695974489730167,male,"Wells Fargo Securities, LLC","('MCO', '2019 q4')",0.0
12127,MSCI,2019 q4,4020,0.4828714008924644,"Mr. William A. Warmington, Jr",0.4069482114509342,male,"Wells Fargo Securities, LLC","('MSCI', '2019 q4')",0.0
12128,MSCI,2019 q4,4020,0.4828714008924644,"Mr. Chris Shutler, CFA",0.2545909033308294,male,William Blair & Company,"('MSCI', '2019 q4')",0.036579132080078125
12129,MSCI,2019 q4,4020,0.4828714008924644,"Keith M. Housum, CPA",0.3766405806948463,male,Northcoast Research,"('MSCI', '2019 q4')",0.0
12130,NTRS,2019 q4,4020,0.6486338295307346,Ken M. Usdin,0.250368251164637,male,Jefferies,"('NTRS', '2019 q4')",0.0
12131,NTRS,2019 q4,4020,0.6486338295307346,"Betsy L. Graseck, CFA",0.6274315084522862,female,Morgan Stanley,"('NTRS', '2019 q4')",0.041146096773445606
12132,TROW,2019 q4,4020,0.5406579117040228,"Macrae Sykes, II",0.2383594826005367,female,Gabelli & Company,"('TROW', '2019 q4')",0.0
12133,AMP,2020 q1,4020,0.6548860944208263,Credit Suisse Global Product Marketing,0.9679894128814992,Not a person,Credit Suisse,"('AMP', '2020 q1')",0.0
12134,CME,2020 q1,4020,0.7454932583658349,Credit Suisse Global Product Marketing,0.9553617287538688,Not a person,Credit Suisse,"('CME', '2020 q1')",0.0
12135,COF,2020 q1,4020,0.5004412155715312,Credit Suisse Global Product Marketing,0.8969678068671325,Not a person,Credit Suisse,"('COF', '2020 q1')",0.0
12136,ICE,2020 q1,4020,0.7906083117402024,Credit Suisse Global Product Marketing,0.90497010780791,Not a person,Credit Suisse,"('ICE', '2020 q1')",0.0
12137,AMP,2020 q1,4020,0.6548860944208263,Mr. Ken S. Lee,0.3125024959035312,male,RBC Capital Markets,"('AMP', '2020 q1')",0.020940424874424934
12138,IVZ,2020 q1,4020,0.4678116320461899,Mr. Ken S. Lee,0.1224193241344466,male,RBC Capital Markets,"('IVZ', '2020 q1')",0.0
12139,AMP,2020 q1,4020,0.6548860944208263,Ms. Catherine A. Seifert,0.6521469789790395,female,CFRA Equity Research,"('AMP', '2020 q1')",0.0
12140,BEN,2020 q1,4020,0.6747189248006166,Ms. Catherine A. Seifert,0.56783649892652,female,CFRA Equity Research,"('BEN', '2020 q1')",0.0
12141,BK,2020 q1,4020,0.6816535798260615,Ms. Catherine A. Seifert,0.6096392367586995,female,CFRA Equity Research,"('BK', '2020 q1')",0.0
12142,BLK,2020 q1,4020,0.5054740022862088,Ms. Catherine A. Seifert,0.5054740022862088,female,CFRA Equity Research,"('BLK', '2020 q1')",0.0
12143,BRKa,2020 q1,4020,0.6361653882957039,Ms. Catherine A. Seifert,0.675786153677037,female,CFRA Equity Research,"('BRKa', '2020 q1')",0.0
12144,IVZ,2020 q1,4020,0.4678116320461899,Ms. Catherine A. Seifert,0.4441962728073816,female,CFRA Equity Research,"('IVZ', '2020 q1')",0.0
12145,NTRS,2020 q1,4020,0.6998424090301647,Ms. Catherine A. Seifert,0.7064878447970977,female,CFRA Equity Research,"('NTRS', '2020 q1')",0.0
12146,STT,2020 q1,4020,0.6376457803153651,Ms. Catherine A. Seifert,0.7498780190195212,female,CFRA Equity Research,"('STT', '2020 q1')",0.0
12147,TROW,2020 q1,4020,0.5334403228771669,Ms. Catherine A. Seifert,0.4852018848813379,female,CFRA Equity Research,"('TROW', '2020 q1')",0.0
12148,AMP,2020 q1,4020,0.6548860944208263,"Mr. Michael Wong, CFA",0.5793499401793502,male,"Morningstar, Inc.","('AMP', '2020 q1')",0.01666666753590107
12149,ETFC,2020 q1,4020,0.66755707246571,"Mr. Michael Wong, CFA",0.6853503080832868,male,"Morningstar, Inc.","('ETFC', '2020 q1')",0.005580796963638729
12150,GS,2020 q1,4020,0.6440505383640797,"Mr. Michael Wong, CFA",0.6637688819021194,male,"Morningstar, Inc.","('GS', '2020 q1')",0.0
12151,MS,2020 q1,4020,0.6760705339529016,"Mr. Michael Wong, CFA",0.6389421307926506,male,"Morningstar, Inc.","('MS', '2020 q1')",0.008197608403861523
12152,RJF,2020 q1,4020,0.60691140176818,"Mr. Michael Wong, CFA",0.65762270433528,male,"Morningstar, Inc.","('RJF', '2020 q1')",0.01666666753590107
12153,SCHW,2020 q1,4020,0.585525213499517,"Mr. Michael Wong, CFA",0.4564049697002216,male,"Morningstar, Inc.","('SCHW', '2020 q1')",0.01666666753590107
12154,AMP,2020 q1,4020,0.6548860944208263,Nigel Dally,0.5191255607422969,male,Morgan Stanley,"('AMP', '2020 q1')",0.0
12155,AMP,2020 q1,4020,0.6548860944208263,Mr. John B. Barnidge,0.3305713462190497,male,Piper Sandler Companies,"('AMP', '2020 q1')",0.0
12156,AXP,2020 q1,4020,0.686668852162051,Mr. Meng Jiao,0.3131456737083655,male,Deutsche Bank,"('AXP', '2020 q1')",0.0
12157,COF,2020 q1,4020,0.5004412155715312,Mr. Meng Jiao,0.1356272694673542,male,Deutsche Bank,"('COF', '2020 q1')",0.0
12158,DFS,2020 q1,4020,0.2587229657172969,Mr. Meng Jiao,0.0543513487437551,male,Deutsche Bank,"('DFS', '2020 q1')",0.0
12159,AXP,2020 q1,4020,0.686668852162051,"Mr. David M. Togut, CFA",0.6866050625570402,male,EVERCORE ISI,"('AXP', '2020 q1')",0.03333333507180214
12160,AXP,2020 q1,4020,0.686668852162051,Colin Plunkett,0.9053040448545944,male,"Morningstar, Inc.","('AXP', '2020 q1')",0.0
12161,CME,2020 q1,4020,0.7454932583658349,Colin Plunkett,0.6399714051789588,male,"Morningstar, Inc.","('CME', '2020 q1')",0.0
12162,COF,2020 q1,4020,0.5004412155715312,Colin Plunkett,0.9001509682184957,male,"Morningstar, Inc.","('COF', '2020 q1')",0.0
12163,DFS,2020 q1,4020,0.2587229657172969,Colin Plunkett,0.4464584651281253,male,"Morningstar, Inc.","('DFS', '2020 q1')",0.0
12164,ICE,2020 q1,4020,0.7906083117402024,Colin Plunkett,0.7458530149820997,male,"Morningstar, Inc.","('ICE', '2020 q1')",0.004530805473526319
12165,MCO,2020 q1,4020,0.3608249560448426,Colin Plunkett,0.3976171710146765,male,"Morningstar, Inc.","('MCO', '2020 q1')",0.024590646848082542
12166,MSCI,2020 q1,4020,0.5543633513723476,Colin Plunkett,0.5965700379228782,male,"Morningstar, Inc.","('MSCI', '2020 q1')",0.0
12167,NDAQ,2020 q1,4020,0.6910795930737642,Colin Plunkett,0.7125245876651973,male,"Morningstar, Inc.","('NDAQ', '2020 q1')",0.0
12168,SPGI,2020 q1,4020,0.558145898503565,Colin Plunkett,0.6359581529080933,male,"Morningstar, Inc.","('SPGI', '2020 q1')",0.0
12169,SYF,2020 q1,4020,0.5017022532213445,Colin Plunkett,0.4479657374888212,male,"Morningstar, Inc.","('SYF', '2020 q1')",0.0
12170,AXP,2020 q1,4020,0.686668852162051,Chris Kuiper,0.6309155621327961,male,CFRA Equity Research,"('AXP', '2020 q1')",0.0
12171,CBOE,2020 q1,4020,0.8610161353482987,Chris Kuiper,0.8197839676446096,male,CFRA Equity Research,"('CBOE', '2020 q1')",0.0
12172,CME,2020 q1,4020,0.7454932583658349,Chris Kuiper,0.5521624781746491,male,CFRA Equity Research,"('CME', '2020 q1')",0.0
12173,COF,2020 q1,4020,0.5004412155715312,Chris Kuiper,0.4380007764398564,male,CFRA Equity Research,"('COF', '2020 q1')",0.00938720302656293
12174,DFS,2020 q1,4020,0.2587229657172969,Chris Kuiper,0.3926236572941939,male,CFRA Equity Research,"('DFS', '2020 q1')",0.0
12175,ICE,2020 q1,4020,0.7906083117402024,Chris Kuiper,0.6270899486312242,male,CFRA Equity Research,"('ICE', '2020 q1')",0.0
12176,MCO,2020 q1,4020,0.3608249560448426,Chris Kuiper,0.4500183954435806,male,CFRA Equity Research,"('MCO', '2020 q1')",0.0
12177,MSCI,2020 q1,4020,0.5543633513723476,Chris Kuiper,0.5766336445139243,male,CFRA Equity Research,"('MSCI', '2020 q1')",0.014544213190674782
12178,NDAQ,2020 q1,4020,0.6910795930737642,Chris Kuiper,0.562202813198677,male,CFRA Equity Research,"('NDAQ', '2020 q1')",0.0
12179,SPGI,2020 q1,4020,0.558145898503565,Chris Kuiper,0.4922712344558659,male,CFRA Equity Research,"('SPGI', '2020 q1')",0.0139858468901366
12180,SYF,2020 q1,4020,0.5017022532213445,Chris Kuiper,0.46065542268151,male,CFRA Equity Research,"('SYF', '2020 q1')",0.0
12181,AXP,2020 q1,4020,0.686668852162051,Mark C. DeVries,0.3140527537957421,male,Barclays,"('AXP', '2020 q1')",0.0
12182,DFS,2020 q1,4020,0.2587229657172969,Mark C. DeVries,0.3535873804731476,male,Barclays,"('DFS', '2020 q1')",0.0
12183,SYF,2020 q1,4020,0.5017022532213445,Mark C. DeVries,0.687809937027774,male,Barclays,"('SYF', '2020 q1')",0.0
12184,AXP,2020 q1,4020,0.686668852162051,Mr. Michael Kaye,0.4602040185082159,male,"Wells Fargo Securities, LLC","('AXP', '2020 q1')",0.0
12185,COF,2020 q1,4020,0.5004412155715312,Mr. Michael Kaye,0.1782183858949022,male,"Wells Fargo Securities, LLC","('COF', '2020 q1')",0.0
12186,DFS,2020 q1,4020,0.2587229657172969,Mr. Michael Kaye,0.0695544063457553,male,"Wells Fargo Securities, LLC","('DFS', '2020 q1')",0.0
12187,SYF,2020 q1,4020,0.5017022532213445,Mr. Michael Kaye,0.2941676561261026,male,"Wells Fargo Securities, LLC","('SYF', '2020 q1')",0.0
12188,AXP,2020 q1,4020,0.686668852162051,"Mr. Jason M. Goldberg, CFA",0.3584779893117373,male,Barclays,"('AXP', '2020 q1')",0.0
12189,BK,2020 q1,4020,0.6816535798260615,"Mr. Jason M. Goldberg, CFA",0.5003089330327748,male,Barclays,"('BK', '2020 q1')",0.00306633859872818
12190,STT,2020 q1,4020,0.6376457803153651,"Mr. Jason M. Goldberg, CFA",0.3517246599511664,male,Barclays,"('STT', '2020 q1')",0.0
12191,AXP,2020 q1,4020,0.686668852162051,"Mr. Michael Morris, CFA",0.8408142513846727,male,Guggenheim Securities LLC,"('AXP', '2020 q1')",0.0
12192,BEN,2020 q1,4020,0.6747189248006166,SADIF Research,0.97674158937242,Not a person,Sadif Analytics Prime,"('BEN', '2020 q1')",0.9402741193771362
12193,ETFC,2020 q1,4020,0.66755707246571,SADIF Research,0.9585607060203706,Not a person,Sadif Analytics Prime,"('ETFC', '2020 q1')",0.9253119230270386
12194,GS,2020 q1,4020,0.6440505383640797,SADIF Research,0.9955973901665902,Not a person,Sadif Analytics Prime,"('GS', '2020 q1')",0.9779008626937866
12195,MS,2020 q1,4020,0.6760705339529016,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MS', '2020 q1')",0.9782269597053528
12196,NDAQ,2020 q1,4020,0.6910795930737642,SADIF Research,0.976640615835794,Not a person,Sadif Analytics Prime,"('NDAQ', '2020 q1')",0.949181318283081
12197,BEN,2020 q1,4020,0.6747189248006166,Mr. Greggory Warren,0.5319123714873312,male,"Morningstar, Inc.","('BEN', '2020 q1')",0.0
12198,BLK,2020 q1,4020,0.5054740022862088,Mr. Greggory Warren,0.5054740022862088,male,"Morningstar, Inc.","('BLK', '2020 q1')",0.0
12199,BRKa,2020 q1,4020,0.6361653882957039,Mr. Greggory Warren,0.5712741700604339,male,"Morningstar, Inc.","('BRKa', '2020 q1')",0.0
12200,IVZ,2020 q1,4020,0.4678116320461899,Mr. Greggory Warren,0.4793306716304509,male,"Morningstar, Inc.","('IVZ', '2020 q1')",0.0
12201,TROW,2020 q1,4020,0.5334403228771669,Mr. Greggory Warren,0.4876714723203423,male,"Morningstar, Inc.","('TROW', '2020 q1')",0.0
12202,BEN,2020 q1,4020,0.6747189248006166,"Mr. Jeremy E. Campbell, CFA",0.4797117060371071,male,Barclays,"('BEN', '2020 q1')",0.0
12203,CBOE,2020 q1,4020,0.8610161353482987,"Mr. Jeremy E. Campbell, CFA",0.8827397861654761,male,Barclays,"('CBOE', '2020 q1')",0.01507564727216959
12204,CME,2020 q1,4020,0.7454932583658349,"Mr. Jeremy E. Campbell, CFA",0.6745127713923883,male,Barclays,"('CME', '2020 q1')",0.0
12205,ETFC,2020 q1,4020,0.66755707246571,"Mr. Jeremy E. Campbell, CFA",0.7125967407211535,male,Barclays,"('ETFC', '2020 q1')",0.0
12206,ICE,2020 q1,4020,0.7906083117402024,"Mr. Jeremy E. Campbell, CFA",0.7648333236131366,male,Barclays,"('ICE', '2020 q1')",0.01896715722978115
12207,IVZ,2020 q1,4020,0.4678116320461899,"Mr. Jeremy E. Campbell, CFA",0.2817101954291089,male,Barclays,"('IVZ', '2020 q1')",0.0
12208,MKTX,2020 q1,4020,0.6139727208264103,"Mr. Jeremy E. Campbell, CFA",0.5906196044089638,male,Barclays,"('MKTX', '2020 q1')",0.0
12209,NDAQ,2020 q1,4020,0.6910795930737642,"Mr. Jeremy E. Campbell, CFA",0.5736241101148482,male,Barclays,"('NDAQ', '2020 q1')",0.0
12210,SCHW,2020 q1,4020,0.585525213499517,"Mr. Jeremy E. Campbell, CFA",0.4060410778225747,male,Barclays,"('SCHW', '2020 q1')",0.0
12211,BEN,2020 q1,4020,0.6747189248006166,"Christopher M. Harris, CFA",0.4030048234495249,male,"Wells Fargo Securities, LLC","('BEN', '2020 q1')",0.0
12212,CME,2020 q1,4020,0.7454932583658349,"Christopher M. Harris, CFA",0.3917349611850043,male,"Wells Fargo Securities, LLC","('CME', '2020 q1')",0.0
12213,ETFC,2020 q1,4020,0.66755707246571,"Christopher M. Harris, CFA",0.4089949179879619,male,"Wells Fargo Securities, LLC","('ETFC', '2020 q1')",0.03121299296617508
12214,ICE,2020 q1,4020,0.7906083117402024,"Christopher M. Harris, CFA",0.4939379354609825,male,"Wells Fargo Securities, LLC","('ICE', '2020 q1')",0.01848442479968071
12215,IVZ,2020 q1,4020,0.4678116320461899,"Christopher M. Harris, CFA",0.1684352724733956,male,"Wells Fargo Securities, LLC","('IVZ', '2020 q1')",0.014523746445775032
12216,NDAQ,2020 q1,4020,0.6910795930737642,"Christopher M. Harris, CFA",0.2662390840900787,male,"Wells Fargo Securities, LLC","('NDAQ', '2020 q1')",0.0
12217,RJF,2020 q1,4020,0.60691140176818,"Christopher M. Harris, CFA",0.3623105880529687,male,"Wells Fargo Securities, LLC","('RJF', '2020 q1')",0.0
12218,SCHW,2020 q1,4020,0.585525213499517,"Christopher M. Harris, CFA",0.2391529226695066,male,"Wells Fargo Securities, LLC","('SCHW', '2020 q1')",0.017560405656695366
12219,TROW,2020 q1,4020,0.5334403228771669,"Christopher M. Harris, CFA",0.2425507490340556,male,"Wells Fargo Securities, LLC","('TROW', '2020 q1')",0.0
12220,BEN,2020 q1,4020,0.6747189248006166,"Mr. Craig W. Siegenthaler, CFA",0.3268892926232488,male,Credit Suisse,"('BEN', '2020 q1')",0.0
12221,ETFC,2020 q1,4020,0.66755707246571,"Mr. Craig W. Siegenthaler, CFA",0.4274610268895487,male,Credit Suisse,"('ETFC', '2020 q1')",0.0
12222,IVZ,2020 q1,4020,0.4678116320461899,"Mr. Craig W. Siegenthaler, CFA",0.2829769986418718,male,Credit Suisse,"('IVZ', '2020 q1')",0.0
12223,RJF,2020 q1,4020,0.60691140176818,"Mr. Craig W. Siegenthaler, CFA",0.4668716220612267,male,Credit Suisse,"('RJF', '2020 q1')",0.0
12224,BEN,2020 q1,4020,0.6747189248006166,"Brian B. Bedell, CFA",0.8468314191008662,male,Deutsche Bank,"('BEN', '2020 q1')",0.0
12225,CME,2020 q1,4020,0.7454932583658349,"Brian B. Bedell, CFA",0.9473327204436336,male,Deutsche Bank,"('CME', '2020 q1')",0.0
12226,ETFC,2020 q1,4020,0.66755707246571,"Brian B. Bedell, CFA",0.8877973335713374,male,Deutsche Bank,"('ETFC', '2020 q1')",0.0
12227,ICE,2020 q1,4020,0.7906083117402024,"Brian B. Bedell, CFA",0.9047306730191436,male,Deutsche Bank,"('ICE', '2020 q1')",0.0
12228,IVZ,2020 q1,4020,0.4678116320461899,"Brian B. Bedell, CFA",0.8263906182960432,male,Deutsche Bank,"('IVZ', '2020 q1')",0.0
12229,MKTX,2020 q1,4020,0.6139727208264103,"Brian B. Bedell, CFA",0.8746090219960558,male,Deutsche Bank,"('MKTX', '2020 q1')",0.0
12230,NDAQ,2020 q1,4020,0.6910795930737642,"Brian B. Bedell, CFA",0.9092635921730078,male,Deutsche Bank,"('NDAQ', '2020 q1')",0.0
12231,NTRS,2020 q1,4020,0.6998424090301647,"Brian B. Bedell, CFA",0.8983651622813315,male,Deutsche Bank,"('NTRS', '2020 q1')",0.0
12232,SCHW,2020 q1,4020,0.585525213499517,"Brian B. Bedell, CFA",0.9254104358544168,male,Deutsche Bank,"('SCHW', '2020 q1')",0.0
12233,TROW,2020 q1,4020,0.5334403228771669,"Brian B. Bedell, CFA",0.8075659969679969,male,Deutsche Bank,"('TROW', '2020 q1')",0.0
12234,BEN,2020 q1,4020,0.6747189248006166,"Mr. Michael J. Cyprys, CFA",0.2814115448293375,male,Morgan Stanley,"('BEN', '2020 q1')",0.0
12235,ETFC,2020 q1,4020,0.66755707246571,"Mr. Michael J. Cyprys, CFA",0.2223252967614309,male,Morgan Stanley,"('ETFC', '2020 q1')",0.0
12236,IVZ,2020 q1,4020,0.4678116320461899,"Mr. Michael J. Cyprys, CFA",0.1681162334746385,male,Morgan Stanley,"('IVZ', '2020 q1')",0.0
12237,SCHW,2020 q1,4020,0.585525213499517,"Mr. Michael J. Cyprys, CFA",0.2046965839323414,male,Morgan Stanley,"('SCHW', '2020 q1')",0.0
12238,TROW,2020 q1,4020,0.5334403228771669,"Mr. Michael J. Cyprys, CFA",0.262185038823998,male,Morgan Stanley,"('TROW', '2020 q1')",0.0
12239,BK,2020 q1,4020,0.6816535798260615,Mr. Rajiv Bhatia,0.5964535135081019,male,"Morningstar, Inc.","('BK', '2020 q1')",0.0
12240,NTRS,2020 q1,4020,0.6998424090301647,Mr. Rajiv Bhatia,0.5893167048434914,male,"Morningstar, Inc.","('NTRS', '2020 q1')",0.0
12241,STT,2020 q1,4020,0.6376457803153651,Mr. Rajiv Bhatia,0.6330054949633438,male,"Morningstar, Inc.","('STT', '2020 q1')",0.0
12242,BK,2020 q1,4020,0.6816535798260615,Gerard S. Cassidy,0.819999447879358,male,RBC Capital Markets,"('BK', '2020 q1')",0.027565421536564827
12243,GS,2020 q1,4020,0.6440505383640797,Gerard S. Cassidy,0.3364761716619129,male,RBC Capital Markets,"('GS', '2020 q1')",0.01666666753590107
12244,MS,2020 q1,4020,0.6760705339529016,Gerard S. Cassidy,0.3137131552663131,male,RBC Capital Markets,"('MS', '2020 q1')",0.0
12245,NTRS,2020 q1,4020,0.6998424090301647,Gerard S. Cassidy,0.6632205245435933,male,RBC Capital Markets,"('NTRS', '2020 q1')",0.03333333507180214
12246,STT,2020 q1,4020,0.6376457803153651,Gerard S. Cassidy,0.4027148381969827,male,RBC Capital Markets,"('STT', '2020 q1')",0.0
12247,BRKa,2020 q1,4020,0.6361653882957039,Mr. Michael W. W. Phillips,0.5827354010501756,male,Morgan Stanley,"('BRKa', '2020 q1')",0.0
12248,CBOE,2020 q1,4020,0.8610161353482987,Mr. Ravindra kulkarni,0.8346067041579138,male,Crispidea,"('CBOE', '2020 q1')",0.0
12249,NDAQ,2020 q1,4020,0.6910795930737642,Mr. Ravindra kulkarni,0.5171005142740304,male,Crispidea,"('NDAQ', '2020 q1')",0.0
12250,CME,2020 q1,4020,0.7454932583658349,"Mr. Richard H. Repetto, CFA",0.3485738214333997,male,Piper Sandler Companies,"('CME', '2020 q1')",0.0
12251,ETFC,2020 q1,4020,0.66755707246571,"Mr. Richard H. Repetto, CFA",0.2554187477140286,male,Piper Sandler Companies,"('ETFC', '2020 q1')",0.0
12252,ICE,2020 q1,4020,0.7906083117402024,"Mr. Richard H. Repetto, CFA",0.4560372252136985,male,Piper Sandler Companies,"('ICE', '2020 q1')",0.0
12253,MKTX,2020 q1,4020,0.6139727208264103,"Mr. Richard H. Repetto, CFA",0.3864778414005094,male,Piper Sandler Companies,"('MKTX', '2020 q1')",0.0
12254,NDAQ,2020 q1,4020,0.6910795930737642,"Mr. Richard H. Repetto, CFA",0.2333763613247615,male,Piper Sandler Companies,"('NDAQ', '2020 q1')",0.0
12255,SCHW,2020 q1,4020,0.585525213499517,"Mr. Richard H. Repetto, CFA",0.2864756427387967,male,Piper Sandler Companies,"('SCHW', '2020 q1')",0.0
12256,COF,2020 q1,4020,0.5004412155715312,Mr. John Pancari,0.1348218771236549,male,EVERCORE ISI,"('COF', '2020 q1')",0.0
12257,DFS,2020 q1,4020,0.2587229657172969,Mr. John Pancari,0.1342376109007362,male,EVERCORE ISI,"('DFS', '2020 q1')",0.0
12258,COF,2020 q1,4020,0.5004412155715312,Mr. Kevin J. Barker,0.175445906748019,male,Piper Sandler Companies,"('COF', '2020 q1')",0.0
12259,DFS,2020 q1,4020,0.2587229657172969,Mr. Kevin J. Barker,0.091031564022569,male,Piper Sandler Companies,"('DFS', '2020 q1')",0.0
12260,COF,2020 q1,4020,0.5004412155715312,Mr. Moshe Orenbuch,0.4321756156950308,male,Credit Suisse,"('COF', '2020 q1')",0.0
12261,DFS,2020 q1,4020,0.2587229657172969,Mr. Moshe Orenbuch,0.0800759317725219,male,Credit Suisse,"('DFS', '2020 q1')",0.0
12262,SYF,2020 q1,4020,0.5017022532213445,Mr. Moshe Orenbuch,0.2058220836081823,male,Credit Suisse,"('SYF', '2020 q1')",0.0
12263,COF,2020 q1,4020,0.5004412155715312,Mr. Kabir Caprihan,0.1316515110182848,male,JPMorgan Econ & FI,"('COF', '2020 q1')",0.0
12264,COF,2020 q1,4020,0.5004412155715312,"Jon G. Arfstrom, CPA",0.1601134070376327,male,RBC Capital Markets,"('COF', '2020 q1')",0.01026493962854147
12265,DFS,2020 q1,4020,0.2587229657172969,"Jon G. Arfstrom, CPA",0.0580098269703164,male,RBC Capital Markets,"('DFS', '2020 q1')",0.0
12266,SYF,2020 q1,4020,0.5017022532213445,"Jon G. Arfstrom, CPA",0.2183901106837072,male,RBC Capital Markets,"('SYF', '2020 q1')",0.0
12267,DFS,2020 q1,4020,0.2587229657172969,"Mr. Vincent A. Caintic, CFA",0.0991927729901088,male,Stephens Inc.,"('DFS', '2020 q1')",0.0
12268,DFS,2020 q1,4020,0.2587229657172969,Mr. Robert P. Napoli,0.0821108409317559,male,William Blair & Company,"('DFS', '2020 q1')",0.0
12269,DFS,2020 q1,4020,0.2587229657172969,David M. Scharf,0.1333897989350295,male,JMP Securities,"('DFS', '2020 q1')",0.0
12270,SYF,2020 q1,4020,0.5017022532213445,David M. Scharf,0.4637144015975044,male,JMP Securities,"('SYF', '2020 q1')",0.0
12271,ETFC,2020 q1,4020,0.66755707246571,Pauline Bell,0.5945389078044956,female,CFRA Equity Research,"('ETFC', '2020 q1')",0.0
12272,RJF,2020 q1,4020,0.60691140176818,Pauline Bell,0.559470115304579,female,CFRA Equity Research,"('RJF', '2020 q1')",0.0
12273,SCHW,2020 q1,4020,0.585525213499517,Pauline Bell,0.5617423414173391,female,CFRA Equity Research,"('SCHW', '2020 q1')",0.0
12274,ETFC,2020 q1,4020,0.66755707246571,Daniel T. Fannon,0.2036137310558702,male,Jefferies,"('ETFC', '2020 q1')",0.005332883447408676
12275,ETFC,2020 q1,4020,0.66755707246571,Mr. Devin P. Ryan,0.4174522970668892,male,JMP Securities,"('ETFC', '2020 q1')",0.011442559771239758
12276,GS,2020 q1,4020,0.6440505383640797,Mr. Devin P. Ryan,0.480626054614485,male,JMP Securities,"('GS', '2020 q1')",0.015903126448392868
12277,RJF,2020 q1,4020,0.60691140176818,Mr. Devin P. Ryan,0.5627615620705463,male,JMP Securities,"('RJF', '2020 q1')",0.011364240199327469
12278,ETFC,2020 q1,4020,0.66755707246571,"Michael R. Carrier, CFA",0.3098813779048784,male,BofA Global Research,"('ETFC', '2020 q1')",0.0
12279,GS,2020 q1,4020,0.6440505383640797,"Michael R. Carrier, CFA",0.550304528892722,male,BofA Global Research,"('GS', '2020 q1')",0.0
12280,MS,2020 q1,4020,0.6760705339529016,"Michael R. Carrier, CFA",0.4975782155100292,male,BofA Global Research,"('MS', '2020 q1')",0.0
12281,NDAQ,2020 q1,4020,0.6910795930737642,"Michael R. Carrier, CFA",0.3232607888407223,male,BofA Global Research,"('NDAQ', '2020 q1')",0.0
12282,SCHW,2020 q1,4020,0.585525213499517,"Michael R. Carrier, CFA",0.2539891772182814,male,BofA Global Research,"('SCHW', '2020 q1')",0.014767657034099102
12283,TROW,2020 q1,4020,0.5334403228771669,"Michael R. Carrier, CFA",0.4658152462893296,male,BofA Global Research,"('TROW', '2020 q1')",0.018497087061405182
12284,ETFC,2020 q1,4020,0.66755707246571,Research Department,0.3217059084684974,Not a person,Trefis,"('ETFC', '2020 q1')",0.0
12285,NDAQ,2020 q1,4020,0.6910795930737642,Research Department,0.3938119256312803,Not a person,Trefis,"('NDAQ', '2020 q1')",0.0
12286,ETFC,2020 q1,4020,0.66755707246571,Mr. Steven J. Chubak,0.5250835986270194,male,Wolfe Research,"('ETFC', '2020 q1')",0.0
12287,SCHW,2020 q1,4020,0.585525213499517,Mr. Steven J. Chubak,0.7096652178948176,male,Wolfe Research,"('SCHW', '2020 q1')",0.0
12288,GS,2020 q1,4020,0.6440505383640797,"Mr. Kenneth M. Leon, CPA",0.672798569061423,male,CFRA Equity Research,"('GS', '2020 q1')",0.0
12289,MS,2020 q1,4020,0.6760705339529016,"Mr. Kenneth M. Leon, CPA",0.690214852480984,male,CFRA Equity Research,"('MS', '2020 q1')",0.0
12290,GS,2020 q1,4020,0.6440505383640797,"Betsy L. Graseck, CFA",0.2942349889641791,female,Morgan Stanley,"('GS', '2020 q1')",0.0
12291,STT,2020 q1,4020,0.6376457803153651,"Betsy L. Graseck, CFA",0.5759104646927847,female,Morgan Stanley,"('STT', '2020 q1')",0.0
12292,GS,2020 q1,4020,0.6440505383640797,James F. Mitchell,0.1564851133159778,male,The Buckingham Research Group,"('GS', '2020 q1')",0.0
12293,MS,2020 q1,4020,0.6760705339529016,James F. Mitchell,0.2185633837262279,male,The Buckingham Research Group,"('MS', '2020 q1')",0.028881896287202835
12294,NTRS,2020 q1,4020,0.6998424090301647,James F. Mitchell,0.4109176737034643,male,The Buckingham Research Group,"('NTRS', '2020 q1')",0.0
12295,GS,2020 q1,4020,0.6440505383640797,"Mr. Michael Mayo, CFA",0.1755982129878051,male,"Wells Fargo Securities, LLC","('GS', '2020 q1')",0.008973811753094196
12296,MS,2020 q1,4020,0.6760705339529016,"Mr. Michael Mayo, CFA",0.2981314890581362,male,"Wells Fargo Securities, LLC","('MS', '2020 q1')",0.009910770878195762
12297,NTRS,2020 q1,4020,0.6998424090301647,"Mr. Michael Mayo, CFA",0.3248781587152511,male,"Wells Fargo Securities, LLC","('NTRS', '2020 q1')",0.0
12298,STT,2020 q1,4020,0.6376457803153651,"Mr. Michael Mayo, CFA",0.3376191891219996,male,"Wells Fargo Securities, LLC","('STT', '2020 q1')",0.0
12299,GS,2020 q1,4020,0.6440505383640797,Mr. Andrew Lim,0.6996664348948692,male,Societe Generale,"('GS', '2020 q1')",0.0
12300,MS,2020 q1,4020,0.6760705339529016,Mr. Andrew Lim,0.7167684951407721,male,Societe Generale,"('MS', '2020 q1')",0.0
12301,GS,2020 q1,4020,0.6440505383640797,Mr. Jeffery J. Harte,0.2932439570717274,male,Piper Sandler Companies,"('GS', '2020 q1')",0.0
12302,MS,2020 q1,4020,0.6760705339529016,Mr. Jeffery J. Harte,0.3667820458571428,male,Piper Sandler Companies,"('MS', '2020 q1')",0.0
12303,NTRS,2020 q1,4020,0.6998424090301647,Mr. Jeffery J. Harte,0.3712259982565311,male,Piper Sandler Companies,"('NTRS', '2020 q1')",0.0
12304,GS,2020 q1,4020,0.6440505383640797,"Mr. Glenn P. Schorr, CFA",0.3547013466396694,male,EVERCORE ISI,"('GS', '2020 q1')",0.0
12305,IVZ,2020 q1,4020,0.4678116320461899,"Mr. Glenn P. Schorr, CFA",0.3123776767524334,male,EVERCORE ISI,"('IVZ', '2020 q1')",0.06210047006607056
12306,MS,2020 q1,4020,0.6760705339529016,"Mr. Glenn P. Schorr, CFA",0.3229626014964221,male,EVERCORE ISI,"('MS', '2020 q1')",0.0
12307,GS,2020 q1,4020,0.6440505383640797,Mr. Jeremy C. Sigee,0.7737223824546258,male,Exane BNP Paribas,"('GS', '2020 q1')",0.0
12308,MS,2020 q1,4020,0.6760705339529016,Mr. Jeremy C. Sigee,0.7660315113702318,male,Exane BNP Paribas,"('MS', '2020 q1')",0.0
12309,GS,2020 q1,4020,0.6440505383640797,Chris M. Kotowski,0.2631191503324242,male,"Oppenheimer & Co., Inc.","('GS', '2020 q1')",0.0
12310,MS,2020 q1,4020,0.6760705339529016,Chris M. Kotowski,0.3588592745692388,male,"Oppenheimer & Co., Inc.","('MS', '2020 q1')",0.010488507337868214
12311,GS,2020 q1,4020,0.6440505383640797,Ms. Susan Roth Katzke,0.2859955152531349,female,Credit Suisse,"('GS', '2020 q1')",0.0
12312,NTRS,2020 q1,4020,0.6998424090301647,Ms. Susan Roth Katzke,0.6787338916622706,female,Credit Suisse,"('NTRS', '2020 q1')",0.0
12313,STT,2020 q1,4020,0.6376457803153651,Ms. Susan Roth Katzke,0.646694572541565,female,Credit Suisse,"('STT', '2020 q1')",0.0
12314,MCO,2020 q1,4020,0.3608249560448426,"Mr. William A. Warmington, Jr",0.2582124174778538,male,"Wells Fargo Securities, LLC","('MCO', '2020 q1')",0.0
12315,MSCI,2020 q1,4020,0.5543633513723476,"Mr. William A. Warmington, Jr",0.3244306002495735,male,"Wells Fargo Securities, LLC","('MSCI', '2020 q1')",0.0
12316,SPGI,2020 q1,4020,0.558145898503565,"Mr. William A. Warmington, Jr",0.4628334855308583,male,"Wells Fargo Securities, LLC","('SPGI', '2020 q1')",0.0
12317,MCO,2020 q1,4020,0.3608249560448426,Mr. Michael Y. Cho,0.1673264530046502,male,JPMorgan,"('MCO', '2020 q1')",0.0
12318,MCO,2020 q1,4020,0.3608249560448426,"Mr. Alex Kramm, CFA",0.1429790346704482,male,UBS Equities,"('MCO', '2020 q1')",0.014384375885128975
12319,MCO,2020 q1,4020,0.3608249560448426,Mr. Jeffrey M. Silber,0.1468373880160271,male,BMO Capital Markets,"('MCO', '2020 q1')",0.00992265281577905
12320,MCO,2020 q1,4020,0.3608249560448426,Ms. Toni M. Kaplan,0.3536285129285427,female,Morgan Stanley,"('MCO', '2020 q1')",0.003794772860904535
12321,MSCI,2020 q1,4020,0.5543633513723476,Ms. Toni M. Kaplan,0.3806507818735783,female,Morgan Stanley,"('MSCI', '2020 q1')",0.01168407779186964
12322,MKTX,2020 q1,4020,0.6139727208264103,"Mr. Chris Shutler, CFA",0.3739381203074922,male,William Blair & Company,"('MKTX', '2020 q1')",0.02458186261355877
12323,MSCI,2020 q1,4020,0.5543633513723476,"Mr. Chris Shutler, CFA",0.3422427599537617,male,William Blair & Company,"('MSCI', '2020 q1')",0.0
12324,TROW,2020 q1,4020,0.5334403228771669,"Mr. Chris Shutler, CFA",0.2257762990750796,male,William Blair & Company,"('TROW', '2020 q1')",0.0
12325,MSCI,2020 q1,4020,0.5543633513723476,"Keith M. Housum, CPA",0.5448742112529664,male,Northcoast Research,"('MSCI', '2020 q1')",0.0
12326,RJF,2020 q1,4020,0.60691140176818,Manan Gosalia,0.484729191074752,male,Morgan Stanley,"('RJF', '2020 q1')",0.0
12327,AMP,2020 q2,4020,0.5446427451892015,Mr. John B. Barnidge,0.3314397465716795,male,Piper Sandler Companies,"('AMP', '2020 q2')",0.0
12328,AMP,2020 q2,4020,0.5446427451892015,Mr. Andrew S. Kligerman,0.3703222011612032,male,Credit Suisse,"('AMP', '2020 q2')",0.0
12329,AMP,2020 q2,4020,0.5446427451892015,"Mr. Michael Wong, CFA",0.605008358720175,male,"Morningstar, Inc.","('AMP', '2020 q2')",0.0
12330,ETFC,2020 q2,4020,0.7208751761960467,"Mr. Michael Wong, CFA",0.7797394189786947,male,"Morningstar, Inc.","('ETFC', '2020 q2')",0.0
12331,GS,2020 q2,4020,0.6463221508630603,"Mr. Michael Wong, CFA",0.6604038194605717,male,"Morningstar, Inc.","('GS', '2020 q2')",0.01666666753590107
12332,MS,2020 q2,4020,0.7298997517540142,"Mr. Michael Wong, CFA",0.6648487371090239,male,"Morningstar, Inc.","('MS', '2020 q2')",0.0
12333,RJF,2020 q2,4020,0.5956547534044649,"Mr. Michael Wong, CFA",0.7312321102280415,male,"Morningstar, Inc.","('RJF', '2020 q2')",0.0
12334,SCHW,2020 q2,4020,0.5996587021074273,"Mr. Michael Wong, CFA",0.4981091830275641,male,"Morningstar, Inc.","('SCHW', '2020 q2')",0.01666666753590107
12335,AMP,2020 q2,4020,0.5446427451892015,Mr. Ken S. Lee,0.2752913913416651,male,RBC Capital Markets,"('AMP', '2020 q2')",0.0
12336,IVZ,2020 q2,4020,0.5644010026999543,Mr. Ken S. Lee,0.1624111338960291,male,RBC Capital Markets,"('IVZ', '2020 q2')",0.015357768163084984
12337,AMP,2020 q2,4020,0.5446427451892015,Ms. Catherine A. Seifert,0.6262371877173298,female,CFRA Equity Research,"('AMP', '2020 q2')",0.0
12338,BEN,2020 q2,4020,0.611718570824094,Ms. Catherine A. Seifert,0.5372821107554522,female,CFRA Equity Research,"('BEN', '2020 q2')",0.0
12339,BK,2020 q2,4020,0.4651273000261487,Ms. Catherine A. Seifert,0.5658803615024041,female,CFRA Equity Research,"('BK', '2020 q2')",0.0
12340,BLK,2020 q2,4020,0.5093115611316383,Ms. Catherine A. Seifert,0.5093115611316383,female,CFRA Equity Research,"('BLK', '2020 q2')",0.0
12341,BRKa,2020 q2,4020,0.5759254373746094,Ms. Catherine A. Seifert,0.7068479400793881,female,CFRA Equity Research,"('BRKa', '2020 q2')",0.0
12342,IVZ,2020 q2,4020,0.5644010026999543,Ms. Catherine A. Seifert,0.4434455189586705,female,CFRA Equity Research,"('IVZ', '2020 q2')",0.0
12343,NTRS,2020 q2,4020,0.7424079460005933,Ms. Catherine A. Seifert,0.7793732714106166,female,CFRA Equity Research,"('NTRS', '2020 q2')",0.0
12344,STT,2020 q2,4020,0.5558861207406318,Ms. Catherine A. Seifert,0.7228046530043096,female,CFRA Equity Research,"('STT', '2020 q2')",0.0
12345,TROW,2020 q2,4020,0.6609155044487153,Ms. Catherine A. Seifert,0.5493373490516376,female,CFRA Equity Research,"('TROW', '2020 q2')",0.0
12346,AMP,2020 q2,4020,0.5446427451892015,Nigel Dally,0.5087344443087329,male,Morgan Stanley,"('AMP', '2020 q2')",0.0115806357935071
12347,AXP,2020 q2,4020,0.7248892033236727,"Mr. David M. Togut, CFA",0.7375162472002399,male,EVERCORE ISI,"('AXP', '2020 q2')",0.03333333507180214
12348,AXP,2020 q2,4020,0.7248892033236727,Mark C. DeVries,0.5121535616259353,male,Barclays,"('AXP', '2020 q2')",0.0
12349,DFS,2020 q2,4020,0.314736866420145,Mark C. DeVries,0.3307070012125894,male,Barclays,"('DFS', '2020 q2')",0.0
12350,SYF,2020 q2,4020,0.4531307525286278,Mark C. DeVries,0.8419728419140231,male,Barclays,"('SYF', '2020 q2')",0.0
12351,AXP,2020 q2,4020,0.7248892033236727,Chris Kuiper,0.6664957836199578,male,CFRA Equity Research,"('AXP', '2020 q2')",0.0
12352,CBOE,2020 q2,4020,0.5913948697166451,Chris Kuiper,0.6593330266207525,male,CFRA Equity Research,"('CBOE', '2020 q2')",0.0
12353,CME,2020 q2,4020,0.5984714544315181,Chris Kuiper,0.4774989599569974,male,CFRA Equity Research,"('CME', '2020 q2')",0.0
12354,COF,2020 q2,4020,0.3422355274742413,Chris Kuiper,0.4453534176957802,male,CFRA Equity Research,"('COF', '2020 q2')",0.011021049693226814
12355,DFS,2020 q2,4020,0.314736866420145,Chris Kuiper,0.4278495037871063,male,CFRA Equity Research,"('DFS', '2020 q2')",0.0
12356,ICE,2020 q2,4020,0.6554783792656097,Chris Kuiper,0.6401798536745532,male,CFRA Equity Research,"('ICE', '2020 q2')",0.0
12357,MCO,2020 q2,4020,0.5610687071860844,Chris Kuiper,0.5507335821858401,male,CFRA Equity Research,"('MCO', '2020 q2')",0.0
12358,MSCI,2020 q2,4020,0.6042959641828403,Chris Kuiper,0.529319509963403,male,CFRA Equity Research,"('MSCI', '2020 q2')",0.014909135177731514
12359,NDAQ,2020 q2,4020,0.6070082754807724,Chris Kuiper,0.5254120894527178,male,CFRA Equity Research,"('NDAQ', '2020 q2')",0.0
12360,SPGI,2020 q2,4020,0.7751613469370386,Chris Kuiper,0.6009764212411189,male,CFRA Equity Research,"('SPGI', '2020 q2')",0.0033697551116347313
12361,SYF,2020 q2,4020,0.4531307525286278,Chris Kuiper,0.4694143384334128,male,CFRA Equity Research,"('SYF', '2020 q2')",0.0
12362,AXP,2020 q2,4020,0.7248892033236727,Colin Plunkett,0.8630385041081243,male,"Morningstar, Inc.","('AXP', '2020 q2')",0.0
12363,CME,2020 q2,4020,0.5984714544315181,Colin Plunkett,0.5533160699218593,male,"Morningstar, Inc.","('CME', '2020 q2')",0.0
12364,COF,2020 q2,4020,0.3422355274742413,Colin Plunkett,0.5428201324127172,male,"Morningstar, Inc.","('COF', '2020 q2')",0.0
12365,DFS,2020 q2,4020,0.314736866420145,Colin Plunkett,0.6242760093761957,male,"Morningstar, Inc.","('DFS', '2020 q2')",0.0
12366,ICE,2020 q2,4020,0.6554783792656097,Colin Plunkett,0.8208746290070822,male,"Morningstar, Inc.","('ICE', '2020 q2')",0.0
12367,MCO,2020 q2,4020,0.5610687071860844,Colin Plunkett,0.637287174283292,male,"Morningstar, Inc.","('MCO', '2020 q2')",0.010335649053255716
12368,MSCI,2020 q2,4020,0.6042959641828403,Colin Plunkett,0.560811674755149,male,"Morningstar, Inc.","('MSCI', '2020 q2')",0.011111111690600714
12369,NDAQ,2020 q2,4020,0.6070082754807724,Colin Plunkett,0.6813116617357238,male,"Morningstar, Inc.","('NDAQ', '2020 q2')",0.0
12370,SPGI,2020 q2,4020,0.7751613469370386,Colin Plunkett,0.7277818852483262,male,"Morningstar, Inc.","('SPGI', '2020 q2')",0.0
12371,SYF,2020 q2,4020,0.4531307525286278,Colin Plunkett,0.4332599295392828,male,"Morningstar, Inc.","('SYF', '2020 q2')",0.0
12372,AXP,2020 q2,4020,0.7248892033236727,"Mr. Jason M. Goldberg, CFA",0.494031456666747,male,Barclays,"('AXP', '2020 q2')",0.0
12373,BK,2020 q2,4020,0.4651273000261487,"Mr. Jason M. Goldberg, CFA",0.2627617473883255,male,Barclays,"('BK', '2020 q2')",0.0
12374,COF,2020 q2,4020,0.3422355274742413,"Mr. Jason M. Goldberg, CFA",0.0836364547188528,male,Barclays,"('COF', '2020 q2')",0.0
12375,GS,2020 q2,4020,0.6463221508630603,"Mr. Jason M. Goldberg, CFA",0.3093307025424504,male,Barclays,"('GS', '2020 q2')",0.0
12376,MS,2020 q2,4020,0.7298997517540142,"Mr. Jason M. Goldberg, CFA",0.3132520678945491,male,Barclays,"('MS', '2020 q2')",0.0
12377,NTRS,2020 q2,4020,0.7424079460005933,"Mr. Jason M. Goldberg, CFA",0.4310929448224159,male,Barclays,"('NTRS', '2020 q2')",0.0
12378,STT,2020 q2,4020,0.5558861207406318,"Mr. Jason M. Goldberg, CFA",0.1716869727609324,male,Barclays,"('STT', '2020 q2')",0.0
12379,BEN,2020 q2,4020,0.611718570824094,Mr. Greggory Warren,0.5172568304841115,male,"Morningstar, Inc.","('BEN', '2020 q2')",0.0
12380,BLK,2020 q2,4020,0.5093115611316383,Mr. Greggory Warren,0.5093115611316383,male,"Morningstar, Inc.","('BLK', '2020 q2')",0.0
12381,BRKa,2020 q2,4020,0.5759254373746094,Mr. Greggory Warren,0.4111404373930539,male,"Morningstar, Inc.","('BRKa', '2020 q2')",0.0
12382,IVZ,2020 q2,4020,0.5644010026999543,Mr. Greggory Warren,0.4723692423297617,male,"Morningstar, Inc.","('IVZ', '2020 q2')",0.0
12383,TROW,2020 q2,4020,0.6609155044487153,Mr. Greggory Warren,0.5451781171389652,male,"Morningstar, Inc.","('TROW', '2020 q2')",0.0
12384,BEN,2020 q2,4020,0.611718570824094,"Mr. Glenn P. Schorr, CFA",0.3390234308522506,male,EVERCORE ISI,"('BEN', '2020 q2')",0.0
12385,GS,2020 q2,4020,0.6463221508630603,"Mr. Glenn P. Schorr, CFA",0.2802746311687881,male,EVERCORE ISI,"('GS', '2020 q2')",0.0
12386,IVZ,2020 q2,4020,0.5644010026999543,"Mr. Glenn P. Schorr, CFA",0.6927810345560903,male,EVERCORE ISI,"('IVZ', '2020 q2')",0.03333333507180214
12387,MS,2020 q2,4020,0.7298997517540142,"Mr. Glenn P. Schorr, CFA",0.3393483243020768,male,EVERCORE ISI,"('MS', '2020 q2')",0.0
12388,STT,2020 q2,4020,0.5558861207406318,"Mr. Glenn P. Schorr, CFA",0.2180922615807757,male,EVERCORE ISI,"('STT', '2020 q2')",0.0
12389,TROW,2020 q2,4020,0.6609155044487153,"Mr. Glenn P. Schorr, CFA",0.6899542542839519,male,EVERCORE ISI,"('TROW', '2020 q2')",0.03333333507180214
12390,BEN,2020 q2,4020,0.611718570824094,"Mr. Craig W. Siegenthaler, CFA",0.3019228679591478,male,Credit Suisse,"('BEN', '2020 q2')",0.0
12391,ETFC,2020 q2,4020,0.7208751761960467,"Mr. Craig W. Siegenthaler, CFA",0.5352850079057966,male,Credit Suisse,"('ETFC', '2020 q2')",0.0
12392,IVZ,2020 q2,4020,0.5644010026999543,"Mr. Craig W. Siegenthaler, CFA",0.7388096924265838,male,Credit Suisse,"('IVZ', '2020 q2')",0.0
12393,RJF,2020 q2,4020,0.5956547534044649,"Mr. Craig W. Siegenthaler, CFA",0.4009000167112693,male,Credit Suisse,"('RJF', '2020 q2')",0.0
12394,BEN,2020 q2,4020,0.611718570824094,SADIF Research,0.983153683542878,Not a person,Sadif Analytics Prime,"('BEN', '2020 q2')",0.9502019882202148
12395,MSCI,2020 q2,4020,0.6042959641828403,SADIF Research,0.9883111768277288,Not a person,Sadif Analytics Prime,"('MSCI', '2020 q2')",0.960024356842041
12396,SPGI,2020 q2,4020,0.7751613469370386,SADIF Research,0.9749745802502868,Not a person,Sadif Analytics Prime,"('SPGI', '2020 q2')",0.9280902147293091
12397,TROW,2020 q2,4020,0.6609155044487153,SADIF Research,0.9284835069459924,Not a person,Sadif Analytics Prime,"('TROW', '2020 q2')",0.9218568205833435
12398,BEN,2020 q2,4020,0.611718570824094,"Christopher M. Harris, CFA",0.2364941756574214,male,"Wells Fargo Securities, LLC","('BEN', '2020 q2')",0.0
12399,CME,2020 q2,4020,0.5984714544315181,"Christopher M. Harris, CFA",0.2644235308555994,male,"Wells Fargo Securities, LLC","('CME', '2020 q2')",0.0
12400,ETFC,2020 q2,4020,0.7208751761960467,"Christopher M. Harris, CFA",0.391501151564852,male,"Wells Fargo Securities, LLC","('ETFC', '2020 q2')",0.0
12401,ICE,2020 q2,4020,0.6554783792656097,"Christopher M. Harris, CFA",0.3618482127386981,male,"Wells Fargo Securities, LLC","('ICE', '2020 q2')",0.0
12402,IVZ,2020 q2,4020,0.5644010026999543,"Christopher M. Harris, CFA",0.1988006485364296,male,"Wells Fargo Securities, LLC","('IVZ', '2020 q2')",0.011375091038644314
12403,NDAQ,2020 q2,4020,0.6070082754807724,"Christopher M. Harris, CFA",0.2599358638273707,male,"Wells Fargo Securities, LLC","('NDAQ', '2020 q2')",0.0
12404,RJF,2020 q2,4020,0.5956547534044649,"Christopher M. Harris, CFA",0.3649826615910895,male,"Wells Fargo Securities, LLC","('RJF', '2020 q2')",0.0
12405,SCHW,2020 q2,4020,0.5996587021074273,"Christopher M. Harris, CFA",0.2823758562476324,male,"Wells Fargo Securities, LLC","('SCHW', '2020 q2')",0.009195538237690926
12406,TROW,2020 q2,4020,0.6609155044487153,"Christopher M. Harris, CFA",0.2514226451136399,male,"Wells Fargo Securities, LLC","('TROW', '2020 q2')",0.0
12407,BEN,2020 q2,4020,0.611718570824094,"Brian B. Bedell, CFA",0.7986133598896259,male,Deutsche Bank,"('BEN', '2020 q2')",0.0
12408,CME,2020 q2,4020,0.5984714544315181,"Brian B. Bedell, CFA",0.9055272302868644,male,Deutsche Bank,"('CME', '2020 q2')",0.0
12409,ETFC,2020 q2,4020,0.7208751761960467,"Brian B. Bedell, CFA",0.9066797261895873,male,Deutsche Bank,"('ETFC', '2020 q2')",0.0
12410,ICE,2020 q2,4020,0.6554783792656097,"Brian B. Bedell, CFA",0.9062298148321464,male,Deutsche Bank,"('ICE', '2020 q2')",0.0
12411,IVZ,2020 q2,4020,0.5644010026999543,"Brian B. Bedell, CFA",0.8192662626239057,male,Deutsche Bank,"('IVZ', '2020 q2')",0.0
12412,MKTX,2020 q2,4020,0.6000244515421994,"Brian B. Bedell, CFA",0.832146716740296,male,Deutsche Bank,"('MKTX', '2020 q2')",0.0
12413,NDAQ,2020 q2,4020,0.6070082754807724,"Brian B. Bedell, CFA",0.9322335222197962,male,Deutsche Bank,"('NDAQ', '2020 q2')",0.0
12414,NTRS,2020 q2,4020,0.7424079460005933,"Brian B. Bedell, CFA",0.8893859347474812,male,Deutsche Bank,"('NTRS', '2020 q2')",0.0
12415,SCHW,2020 q2,4020,0.5996587021074273,"Brian B. Bedell, CFA",0.916371982567466,male,Deutsche Bank,"('SCHW', '2020 q2')",0.0
12416,STT,2020 q2,4020,0.5558861207406318,"Brian B. Bedell, CFA",0.8302805008679811,male,Deutsche Bank,"('STT', '2020 q2')",0.0
12417,TROW,2020 q2,4020,0.6609155044487153,"Brian B. Bedell, CFA",0.8316090337990759,male,Deutsche Bank,"('TROW', '2020 q2')",0.0
12418,BEN,2020 q2,4020,0.611718570824094,"Mr. Michael J. Cyprys, CFA",0.3299845890295565,male,Morgan Stanley,"('BEN', '2020 q2')",0.0
12419,IVZ,2020 q2,4020,0.5644010026999543,"Mr. Michael J. Cyprys, CFA",0.2465866924439419,male,Morgan Stanley,"('IVZ', '2020 q2')",0.0
12420,SCHW,2020 q2,4020,0.5996587021074273,"Mr. Michael J. Cyprys, CFA",0.3206931990520762,male,Morgan Stanley,"('SCHW', '2020 q2')",0.0
12421,TROW,2020 q2,4020,0.6609155044487153,"Mr. Michael J. Cyprys, CFA",0.4258646326894268,male,Morgan Stanley,"('TROW', '2020 q2')",0.007460614976783593
12422,BEN,2020 q2,4020,0.611718570824094,Daniel T. Fannon,0.2240365928983013,male,Jefferies,"('BEN', '2020 q2')",0.0
12423,CBOE,2020 q2,4020,0.5913948697166451,Daniel T. Fannon,0.4508615845141689,male,Jefferies,"('CBOE', '2020 q2')",0.013242024928331375
12424,CME,2020 q2,4020,0.5984714544315181,Daniel T. Fannon,0.2769725250756161,male,Jefferies,"('CME', '2020 q2')",0.0
12425,ETFC,2020 q2,4020,0.7208751761960467,Daniel T. Fannon,0.4959918746676704,male,Jefferies,"('ETFC', '2020 q2')",0.0
12426,ICE,2020 q2,4020,0.6554783792656097,Daniel T. Fannon,0.5326752895656884,male,Jefferies,"('ICE', '2020 q2')",0.0
12427,IVZ,2020 q2,4020,0.5644010026999543,Daniel T. Fannon,0.1808800740186333,male,Jefferies,"('IVZ', '2020 q2')",0.0
12428,MKTX,2020 q2,4020,0.6000244515421994,Daniel T. Fannon,0.3718632265075153,male,Jefferies,"('MKTX', '2020 q2')",0.0
12429,NDAQ,2020 q2,4020,0.6070082754807724,Daniel T. Fannon,0.224533137085817,male,Jefferies,"('NDAQ', '2020 q2')",0.0
12430,TROW,2020 q2,4020,0.6609155044487153,Daniel T. Fannon,0.3042082760255134,male,Jefferies,"('TROW', '2020 q2')",0.016611633822321892
12431,BK,2020 q2,4020,0.4651273000261487,Gerard S. Cassidy,0.3240429684374563,male,RBC Capital Markets,"('BK', '2020 q2')",0.0
12432,GS,2020 q2,4020,0.6463221508630603,Gerard S. Cassidy,0.6154168275785041,male,RBC Capital Markets,"('GS', '2020 q2')",0.03333333507180214
12433,MS,2020 q2,4020,0.7298997517540142,Gerard S. Cassidy,0.3332407642271128,male,RBC Capital Markets,"('MS', '2020 q2')",0.0
12434,NTRS,2020 q2,4020,0.7424079460005933,Gerard S. Cassidy,0.6797090603339175,male,RBC Capital Markets,"('NTRS', '2020 q2')",0.03333333507180214
12435,STT,2020 q2,4020,0.5558861207406318,Gerard S. Cassidy,0.2403176140114247,male,RBC Capital Markets,"('STT', '2020 q2')",0.0
12436,BK,2020 q2,4020,0.4651273000261487,Mr. Rajiv Bhatia,0.5036905784913506,male,"Morningstar, Inc.","('BK', '2020 q2')",0.0
12437,NTRS,2020 q2,4020,0.7424079460005933,Mr. Rajiv Bhatia,0.7323036289656624,male,"Morningstar, Inc.","('NTRS', '2020 q2')",0.0
12438,STT,2020 q2,4020,0.5558861207406318,Mr. Rajiv Bhatia,0.6558327879577278,male,"Morningstar, Inc.","('STT', '2020 q2')",0.0
12439,BRKa,2020 q2,4020,0.5759254373746094,Bankruptcydata co,0.4878169930469463,Not a person,New Generation Research,"('BRKa', '2020 q2')",0.0
12440,BRKa,2020 q2,4020,0.5759254373746094,Mr. Michael W. W. Phillips,0.4879581130800014,male,Morgan Stanley,"('BRKa', '2020 q2')",0.0
12441,CBOE,2020 q2,4020,0.5913948697166451,Mr. Ravindra kulkarni,0.5792016637801066,male,Crispidea,"('CBOE', '2020 q2')",0.0
12442,CME,2020 q2,4020,0.5984714544315181,"Mr. Richard H. Repetto, CFA",0.2715485758107308,male,Piper Sandler Companies,"('CME', '2020 q2')",0.0
12443,ETFC,2020 q2,4020,0.7208751761960467,"Mr. Richard H. Repetto, CFA",0.355878666565352,male,Piper Sandler Companies,"('ETFC', '2020 q2')",0.0
12444,ICE,2020 q2,4020,0.6554783792656097,"Mr. Richard H. Repetto, CFA",0.3408896865807113,male,Piper Sandler Companies,"('ICE', '2020 q2')",0.0
12445,MKTX,2020 q2,4020,0.6000244515421994,"Mr. Richard H. Repetto, CFA",0.3639613879038678,male,Piper Sandler Companies,"('MKTX', '2020 q2')",0.00634035902718703
12446,NDAQ,2020 q2,4020,0.6070082754807724,"Mr. Richard H. Repetto, CFA",0.2883697983079358,male,Piper Sandler Companies,"('NDAQ', '2020 q2')",0.0
12447,SCHW,2020 q2,4020,0.5996587021074273,"Mr. Richard H. Repetto, CFA",0.3067872020183808,male,Piper Sandler Companies,"('SCHW', '2020 q2')",0.0
12448,CME,2020 q2,4020,0.5984714544315181,Christopher M. Turner,0.3445680446365403,male,Berenberg,"('CME', '2020 q2')",0.0
12449,CME,2020 q2,4020,0.5984714544315181,"Mr. Jeremy E. Campbell, CFA",0.697064206875783,male,Barclays,"('CME', '2020 q2')",0.0
12450,ICE,2020 q2,4020,0.6554783792656097,"Mr. Jeremy E. Campbell, CFA",0.3348666138682605,male,Barclays,"('ICE', '2020 q2')",0.0
12451,MKTX,2020 q2,4020,0.6000244515421994,"Mr. Jeremy E. Campbell, CFA",0.7033127256319243,male,Barclays,"('MKTX', '2020 q2')",0.0
12452,NDAQ,2020 q2,4020,0.6070082754807724,"Mr. Jeremy E. Campbell, CFA",0.5341111329042988,male,Barclays,"('NDAQ', '2020 q2')",0.0
12453,SCHW,2020 q2,4020,0.5996587021074273,"Mr. Jeremy E. Campbell, CFA",0.3436503489590927,male,Barclays,"('SCHW', '2020 q2')",0.0
12454,TROW,2020 q2,4020,0.6609155044487153,"Mr. Jeremy E. Campbell, CFA",0.3466663114616388,male,Barclays,"('TROW', '2020 q2')",0.0
12455,COF,2020 q2,4020,0.3422355274742413,Ryan Carr,0.7623357847360293,male,Jefferies,"('COF', '2020 q2')",0.03333333507180214
12456,COF,2020 q2,4020,0.3422355274742413,Mr. Michael Kaye,0.1496487245639142,male,"Wells Fargo Securities, LLC","('COF', '2020 q2')",0.0
12457,DFS,2020 q2,4020,0.314736866420145,Mr. Michael Kaye,0.1097043295510005,male,"Wells Fargo Securities, LLC","('DFS', '2020 q2')",0.0
12458,SYF,2020 q2,4020,0.4531307525286278,Mr. Michael Kaye,0.2186603545056601,male,"Wells Fargo Securities, LLC","('SYF', '2020 q2')",0.0
12459,COF,2020 q2,4020,0.3422355274742413,Mr. Moshe Orenbuch,0.1166187807593773,male,Credit Suisse,"('COF', '2020 q2')",0.011572360061109066
12460,DFS,2020 q2,4020,0.314736866420145,Mr. Moshe Orenbuch,0.1183685603306445,male,Credit Suisse,"('DFS', '2020 q2')",0.0
12461,SYF,2020 q2,4020,0.4531307525286278,Mr. Moshe Orenbuch,0.1440720328510869,male,Credit Suisse,"('SYF', '2020 q2')",0.0
12462,COF,2020 q2,4020,0.3422355274742413,Mr. Meng Jiao,0.0733317311675915,male,Deutsche Bank,"('COF', '2020 q2')",0.0
12463,DFS,2020 q2,4020,0.314736866420145,Mr. Meng Jiao,0.0599590506646706,male,Deutsche Bank,"('DFS', '2020 q2')",0.0
12464,COF,2020 q2,4020,0.3422355274742413,Mr. John Pancari,0.0814985160957259,male,EVERCORE ISI,"('COF', '2020 q2')",0.0
12465,DFS,2020 q2,4020,0.314736866420145,Mr. John Pancari,0.1107302484472478,male,EVERCORE ISI,"('DFS', '2020 q2')",0.0
12466,COF,2020 q2,4020,0.3422355274742413,Mr. Robert P. Napoli,0.0881990658673224,male,William Blair & Company,"('COF', '2020 q2')",0.0
12467,DFS,2020 q2,4020,0.314736866420145,Mr. Robert P. Napoli,0.0691264648667823,male,William Blair & Company,"('DFS', '2020 q2')",0.0
12468,COF,2020 q2,4020,0.3422355274742413,"Jon G. Arfstrom, CPA",0.087249286985917,male,RBC Capital Markets,"('COF', '2020 q2')",0.0
12469,DFS,2020 q2,4020,0.314736866420145,"Jon G. Arfstrom, CPA",0.0836447607122461,male,RBC Capital Markets,"('DFS', '2020 q2')",0.0
12470,SYF,2020 q2,4020,0.4531307525286278,"Jon G. Arfstrom, CPA",0.1457277175585027,male,RBC Capital Markets,"('SYF', '2020 q2')",0.0
12471,COF,2020 q2,4020,0.3422355274742413,Mr. Kevin J. Barker,0.067895753494107,male,Piper Sandler Companies,"('COF', '2020 q2')",0.0
12472,DFS,2020 q2,4020,0.314736866420145,Mr. Kevin J. Barker,0.1168560356569272,male,Piper Sandler Companies,"('DFS', '2020 q2')",0.0
12473,DFS,2020 q2,4020,0.314736866420145,David M. Scharf,0.2471601930005032,male,JMP Securities,"('DFS', '2020 q2')",0.0
12474,SYF,2020 q2,4020,0.4531307525286278,David M. Scharf,0.4272421811312978,male,JMP Securities,"('SYF', '2020 q2')",0.010324275121092796
12475,ETFC,2020 q2,4020,0.7208751761960467,Research Department,0.3985324411284596,Not a person,Trefis,"('ETFC', '2020 q2')",0.0
12476,NDAQ,2020 q2,4020,0.6070082754807724,Research Department,0.3190693475858391,Not a person,Trefis,"('NDAQ', '2020 q2')",0.0
12477,ETFC,2020 q2,4020,0.7208751761960467,Pauline Bell,0.6360876709441059,female,CFRA Equity Research,"('ETFC', '2020 q2')",0.0
12478,RJF,2020 q2,4020,0.5956547534044649,Pauline Bell,0.6035739933441706,female,CFRA Equity Research,"('RJF', '2020 q2')",0.0
12479,SCHW,2020 q2,4020,0.5996587021074273,Pauline Bell,0.5687229472020985,female,CFRA Equity Research,"('SCHW', '2020 q2')",0.0
12480,ETFC,2020 q2,4020,0.7208751761960467,Credit Suisse Global Product Marketing,0.8136397126195049,Not a person,Credit Suisse,"('ETFC', '2020 q2')",0.0
12481,GS,2020 q2,4020,0.6463221508630603,"Mr. Michael Mayo, CFA",0.1882485915387325,male,"Wells Fargo Securities, LLC","('GS', '2020 q2')",0.0
12482,MS,2020 q2,4020,0.7298997517540142,"Mr. Michael Mayo, CFA",0.3101270026598587,male,"Wells Fargo Securities, LLC","('MS', '2020 q2')",0.0
12483,NTRS,2020 q2,4020,0.7424079460005933,"Mr. Michael Mayo, CFA",0.3990720159719133,male,"Wells Fargo Securities, LLC","('NTRS', '2020 q2')",0.0
12484,STT,2020 q2,4020,0.5558861207406318,"Mr. Michael Mayo, CFA",0.1702031750440427,male,"Wells Fargo Securities, LLC","('STT', '2020 q2')",0.0
12485,GS,2020 q2,4020,0.6463221508630603,"Matt D. O-Connor, CFA",0.9226316680129228,male,Deutsche Bank,"('GS', '2020 q2')",0.0
12486,MS,2020 q2,4020,0.7298997517540142,"Matt D. O-Connor, CFA",0.8862553698300834,male,Deutsche Bank,"('MS', '2020 q2')",0.0
12487,GS,2020 q2,4020,0.6463221508630603,"Mr. Kenneth M. Leon, CPA",0.6751541414192467,male,CFRA Equity Research,"('GS', '2020 q2')",0.0
12488,MS,2020 q2,4020,0.7298997517540142,"Mr. Kenneth M. Leon, CPA",0.6443094410204372,male,CFRA Equity Research,"('MS', '2020 q2')",0.0
12489,GS,2020 q2,4020,0.6463221508630603,Ms. Susan Roth Katzke,0.4710976083866842,female,Credit Suisse,"('GS', '2020 q2')",0.0
12490,MS,2020 q2,4020,0.7298997517540142,Ms. Susan Roth Katzke,0.6839364792375328,female,Credit Suisse,"('MS', '2020 q2')",0.0
12491,NTRS,2020 q2,4020,0.7424079460005933,Ms. Susan Roth Katzke,0.6489125693232165,female,Credit Suisse,"('NTRS', '2020 q2')",0.0
12492,STT,2020 q2,4020,0.5558861207406318,Ms. Susan Roth Katzke,0.5602183803231805,female,Credit Suisse,"('STT', '2020 q2')",0.0
12493,GS,2020 q2,4020,0.6463221508630603,Chris M. Kotowski,0.165949698861898,male,"Oppenheimer & Co., Inc.","('GS', '2020 q2')",0.0
12494,GS,2020 q2,4020,0.6463221508630603,"Michael R. Carrier, CFA",0.3554543675114563,male,BofA Global Research,"('GS', '2020 q2')",0.0
12495,ICE,2020 q2,4020,0.6554783792656097,"Michael R. Carrier, CFA",0.3042226250874463,male,BofA Global Research,"('ICE', '2020 q2')",0.0
12496,NTRS,2020 q2,4020,0.7424079460005933,"Michael R. Carrier, CFA",0.4751447788990207,male,BofA Global Research,"('NTRS', '2020 q2')",0.03248011693358421
12497,SCHW,2020 q2,4020,0.5996587021074273,"Michael R. Carrier, CFA",0.4976094294438491,male,BofA Global Research,"('SCHW', '2020 q2')",0.038082439452409744
12498,TROW,2020 q2,4020,0.6609155044487153,"Michael R. Carrier, CFA",0.4240344346207839,male,BofA Global Research,"('TROW', '2020 q2')",0.0
12499,GS,2020 q2,4020,0.6463221508630603,Mr. Steven J. Chubak,0.2398870442034848,male,Wolfe Research,"('GS', '2020 q2')",0.0
12500,SCHW,2020 q2,4020,0.5996587021074273,Mr. Steven J. Chubak,0.5650725612995581,male,Wolfe Research,"('SCHW', '2020 q2')",0.0
12501,GS,2020 q2,4020,0.6463221508630603,"Betsy L. Graseck, CFA",0.5651378187651744,female,Morgan Stanley,"('GS', '2020 q2')",0.0
12502,GS,2020 q2,4020,0.6463221508630603,Mr. Jeffery J. Harte,0.3119702410962219,male,Piper Sandler Companies,"('GS', '2020 q2')",0.0
12503,STT,2020 q2,4020,0.5558861207406318,Mr. Jeffery J. Harte,0.211738406085411,male,Piper Sandler Companies,"('STT', '2020 q2')",0.0
12504,GS,2020 q2,4020,0.6463221508630603,Mr. Jeremy C. Sigee,0.2841981867375723,male,Exane BNP Paribas,"('GS', '2020 q2')",0.01948043704032898
12505,GS,2020 q2,4020,0.6463221508630603,Mr. Devin P. Ryan,0.6593357150267064,male,JMP Securities,"('GS', '2020 q2')",0.0
12506,MS,2020 q2,4020,0.7298997517540142,Mr. Devin P. Ryan,0.5813202764150147,male,JMP Securities,"('MS', '2020 q2')",0.014119509607553482
12507,GS,2020 q2,4020,0.6463221508630603,Mr. Andrew Lim,0.7437493689684508,male,Societe Generale,"('GS', '2020 q2')",0.0
12508,MS,2020 q2,4020,0.7298997517540142,Mr. Andrew Lim,0.8222904697889767,male,Societe Generale,"('MS', '2020 q2')",0.0
12509,IVZ,2020 q2,4020,0.5644010026999543,"Mr. Chris Shutler, CFA",0.2430782028721138,male,William Blair & Company,"('IVZ', '2020 q2')",0.0
12510,MKTX,2020 q2,4020,0.6000244515421994,"Mr. Chris Shutler, CFA",0.3407779569516911,male,William Blair & Company,"('MKTX', '2020 q2')",0.0
12511,MSCI,2020 q2,4020,0.6042959641828403,"Mr. Chris Shutler, CFA",0.2746816277211172,male,William Blair & Company,"('MSCI', '2020 q2')",0.025068318471312523
12512,SCHW,2020 q2,4020,0.5996587021074273,"Mr. Chris Shutler, CFA",0.2497180166085696,male,William Blair & Company,"('SCHW', '2020 q2')",0.012307043187320232
12513,TROW,2020 q2,4020,0.6609155044487153,"Mr. Chris Shutler, CFA",0.2871997894000373,male,William Blair & Company,"('TROW', '2020 q2')",0.0
12514,MCO,2020 q2,4020,0.5610687071860844,Mr. Jeffrey M. Silber,0.232677501469937,male,BMO Capital Markets,"('MCO', '2020 q2')",0.0
12515,MCO,2020 q2,4020,0.5610687071860844,"Mr. Alex Kramm, CFA",0.2300629138885439,male,UBS Equities,"('MCO', '2020 q2')",0.01939687319099903
12516,MCO,2020 q2,4020,0.5610687071860844,Ms. Toni M. Kaplan,0.3871122404768217,female,Morgan Stanley,"('MCO', '2020 q2')",0.0
12517,MSCI,2020 q2,4020,0.6042959641828403,Ms. Toni M. Kaplan,0.3991913998114066,female,Morgan Stanley,"('MSCI', '2020 q2')",0.010296172462403774
12518,MCO,2020 q2,4020,0.5610687071860844,"Mr. William A. Warmington, Jr",0.3339328682887414,male,"Wells Fargo Securities, LLC","('MCO', '2020 q2')",0.0
12519,MSCI,2020 q2,4020,0.6042959641828403,"Mr. William A. Warmington, Jr",0.3368734129832785,male,"Wells Fargo Securities, LLC","('MSCI', '2020 q2')",0.0
12520,SPGI,2020 q2,4020,0.7751613469370386,"Mr. William A. Warmington, Jr",0.6173148282084051,male,"Wells Fargo Securities, LLC","('SPGI', '2020 q2')",0.0
12521,MCO,2020 q2,4020,0.5610687071860844,Kevin D. McVeigh,0.7864924687947742,male,Credit Suisse,"('MCO', '2020 q2')",0.0
12522,MS,2020 q2,4020,0.7298997517540142,Stefano Gamberini,0.8357505278927129,male,Equita SIM,"('MS', '2020 q2')",0.0
12523,MSCI,2020 q2,4020,0.6042959641828403,"Keith M. Housum, CPA",0.3565215544309165,male,Northcoast Research,"('MSCI', '2020 q2')",0.0
12524,NDAQ,2020 q2,4020,0.6070082754807724,Mr. Ari Ghosh,0.4755642464895948,male,Credit Suisse,"('NDAQ', '2020 q2')",0.0
12525,RJF,2020 q2,4020,0.5956547534044649,Manan Gosalia,0.5047864485824686,male,Morgan Stanley,"('RJF', '2020 q2')",0.006416080519556999
12526,SYF,2020 q2,4020,0.4531307525286278,Mr Giuliano Bologna,0.1440076356064179,male,BTIG,"('SYF', '2020 q2')",0.0
12527,SYF,2020 q2,4020,0.4531307525286278,"Mr. Vincent A. Caintic, CFA",0.1396628957732907,male,Stephens Inc.,"('SYF', '2020 q2')",0.0
12528,ALB,2019 q2,1510,0.59588266369794,Mr. Seth Goldstein,0.4902754082595639,male,"Morningstar, Inc.","('ALB', '2019 q2')",0.0
12529,CE,2019 q2,1510,0.519749321216699,Mr. Seth Goldstein,0.5236074555917387,male,"Morningstar, Inc.","('CE', '2019 q2')",0.0
12530,CF,2019 q2,1510,0.6008528916220437,Mr. Seth Goldstein,0.4452838089627014,male,"Morningstar, Inc.","('CF', '2019 q2')",0.0
12531,CTVA,2019 q2,1510,0.3644783802494462,Mr. Seth Goldstein,0.5117651464327578,male,"Morningstar, Inc.","('CTVA', '2019 q2')",0.006517387926578522
12532,DD,2019 q2,1510,0.4742287507312485,Mr. Seth Goldstein,0.5667140582400093,male,"Morningstar, Inc.","('DD', '2019 q2')",0.0
12533,ECL,2019 q2,1510,0.7231217386548887,Mr. Seth Goldstein,0.8305153846015747,male,"Morningstar, Inc.","('ECL', '2019 q2')",0.0
12534,EMN,2019 q2,1510,0.3864136536454583,Mr. Seth Goldstein,0.4490288453186212,male,"Morningstar, Inc.","('EMN', '2019 q2')",0.0
12535,FMC,2019 q2,1510,0.5578577056047178,Mr. Seth Goldstein,0.6294953712808277,male,"Morningstar, Inc.","('FMC', '2019 q2')",0.0
12536,MOS,2019 q2,1510,0.4821618016127876,Mr. Seth Goldstein,0.3762778314476121,male,"Morningstar, Inc.","('MOS', '2019 q2')",0.0
12537,ALB,2019 q2,1510,0.59588266369794,Christopher B. Muir,0.6388260332561343,male,CFRA Equity Research,"('ALB', '2019 q2')",0.0
12538,CE,2019 q2,1510,0.519749321216699,Christopher B. Muir,0.4179823767506316,male,CFRA Equity Research,"('CE', '2019 q2')",0.0
12539,CF,2019 q2,1510,0.6008528916220437,Christopher B. Muir,0.4263346252787288,male,CFRA Equity Research,"('CF', '2019 q2')",0.0
12540,DD,2019 q2,1510,0.4742287507312485,Christopher B. Muir,0.4543621621434325,male,CFRA Equity Research,"('DD', '2019 q2')",0.0
12541,DOW,2019 q2,1510,0.3368497080305356,Christopher B. Muir,0.5203298075180252,male,CFRA Equity Research,"('DOW', '2019 q2')",0.0
12542,ECL,2019 q2,1510,0.7231217386548887,Christopher B. Muir,0.8278932194811603,male,CFRA Equity Research,"('ECL', '2019 q2')",0.0
12543,EMN,2019 q2,1510,0.3864136536454583,Christopher B. Muir,0.4164446841077109,male,CFRA Equity Research,"('EMN', '2019 q2')",0.0
12544,FMC,2019 q2,1510,0.5578577056047178,Christopher B. Muir,0.5974583854110749,male,CFRA Equity Research,"('FMC', '2019 q2')",0.0
12545,LYB,2019 q2,1510,0.7357787448650895,Christopher B. Muir,0.6025874007453644,male,CFRA Equity Research,"('LYB', '2019 q2')",0.0
12546,MOS,2019 q2,1510,0.4821618016127876,Christopher B. Muir,0.3538835903733491,male,CFRA Equity Research,"('MOS', '2019 q2')",0.0
12547,PPG,2019 q2,1510,0.6466992359263224,Christopher B. Muir,0.6725790967061878,male,CFRA Equity Research,"('PPG', '2019 q2')",0.0
12548,SHW,2019 q2,1510,0.6857657109902654,Christopher B. Muir,0.7453765480407741,male,CFRA Equity Research,"('SHW', '2019 q2')",0.0
12549,ALB,2019 q2,1510,0.59588266369794,Mr. Vincent Andrews,0.685393698402782,male,Morgan Stanley,"('ALB', '2019 q2')",0.0
12550,APD,2019 q2,1510,0.7247011509142447,Mr. Vincent Andrews,0.4935996122386126,male,Morgan Stanley,"('APD', '2019 q2')",0.0
12551,CE,2019 q2,1510,0.519749321216699,Mr. Vincent Andrews,0.2003976111975255,male,Morgan Stanley,"('CE', '2019 q2')",0.0
12552,DD,2019 q2,1510,0.4742287507312485,Mr. Vincent Andrews,0.1920903071063122,male,Morgan Stanley,"('DD', '2019 q2')",0.0
12553,EMN,2019 q2,1510,0.3864136536454583,Mr. Vincent Andrews,0.273283004857185,male,Morgan Stanley,"('EMN', '2019 q2')",0.0
12554,FMC,2019 q2,1510,0.5578577056047178,Mr. Vincent Andrews,0.2248244508320846,male,Morgan Stanley,"('FMC', '2019 q2')",0.0
12555,LYB,2019 q2,1510,0.7357787448650895,Mr. Vincent Andrews,0.8954642161869348,male,Morgan Stanley,"('LYB', '2019 q2')",0.0
12556,MOS,2019 q2,1510,0.4821618016127876,Mr. Vincent Andrews,0.2322785404018137,male,Morgan Stanley,"('MOS', '2019 q2')",0.030527034774422646
12557,SHW,2019 q2,1510,0.6857657109902654,Mr. Vincent Andrews,0.5052905936049324,male,Morgan Stanley,"('SHW', '2019 q2')",0.021996166557073593
12558,ALB,2019 q2,1510,0.59588266369794,"Steve Byrne, CFA",0.4278405513480609,male,BofA Global Research,"('ALB', '2019 q2')",0.02518669981509447
12559,APD,2019 q2,1510,0.7247011509142447,"Steve Byrne, CFA",0.3247426843022868,male,BofA Global Research,"('APD', '2019 q2')",0.0
12560,CTVA,2019 q2,1510,0.3644783802494462,"Steve Byrne, CFA",0.0933210384817426,male,BofA Global Research,"('CTVA', '2019 q2')",0.011265372857451439
12561,DD,2019 q2,1510,0.4742287507312485,"Steve Byrne, CFA",0.3297363717399601,male,BofA Global Research,"('DD', '2019 q2')",0.0
12562,DOW,2019 q2,1510,0.3368497080305356,"Steve Byrne, CFA",0.1319155426556484,male,BofA Global Research,"('DOW', '2019 q2')",0.0
12563,FMC,2019 q2,1510,0.5578577056047178,"Steve Byrne, CFA",0.3242688375839374,male,BofA Global Research,"('FMC', '2019 q2')",0.0
12564,LIN,2019 q2,1510,0.6962008718706125,"Steve Byrne, CFA",0.6256841947383676,male,BofA Global Research,"('LIN', '2019 q2')",0.0
12565,LYB,2019 q2,1510,0.7357787448650895,"Steve Byrne, CFA",0.3958108009287618,male,BofA Global Research,"('LYB', '2019 q2')",0.0
12566,MOS,2019 q2,1510,0.4821618016127876,"Steve Byrne, CFA",0.1095422025920475,male,BofA Global Research,"('MOS', '2019 q2')",0.0
12567,PPG,2019 q2,1510,0.6466992359263224,"Steve Byrne, CFA",0.4185160601926294,male,BofA Global Research,"('PPG', '2019 q2')",0.0
12568,SHW,2019 q2,1510,0.6857657109902654,"Steve Byrne, CFA",0.5290130670537438,male,BofA Global Research,"('SHW', '2019 q2')",0.0
12569,ALB,2019 q2,1510,0.59588266369794,"Sebastian Bray, CFA",0.5627671544738675,male,Berenberg,"('ALB', '2019 q2')",0.0
12570,ALB,2019 q2,1510,0.59588266369794,"David L. Begleiter, CFA",0.3408205460625479,male,Deutsche Bank,"('ALB', '2019 q2')",0.0
12571,APD,2019 q2,1510,0.7247011509142447,"David L. Begleiter, CFA",0.4309048177029254,male,Deutsche Bank,"('APD', '2019 q2')",0.0
12572,CE,2019 q2,1510,0.519749321216699,"David L. Begleiter, CFA",0.8522051465751953,male,Deutsche Bank,"('CE', '2019 q2')",0.017073340713977814
12573,CTVA,2019 q2,1510,0.3644783802494462,"David L. Begleiter, CFA",0.1109446988021393,male,Deutsche Bank,"('CTVA', '2019 q2')",0.0
12574,DD,2019 q2,1510,0.4742287507312485,"David L. Begleiter, CFA",0.4306377409676638,male,Deutsche Bank,"('DD', '2019 q2')",0.0
12575,DOW,2019 q2,1510,0.3368497080305356,"David L. Begleiter, CFA",0.0973553269431702,male,Deutsche Bank,"('DOW', '2019 q2')",0.0
12576,ECL,2019 q2,1510,0.7231217386548887,"David L. Begleiter, CFA",0.8243731420978476,male,Deutsche Bank,"('ECL', '2019 q2')",0.0
12577,EMN,2019 q2,1510,0.3864136536454583,"David L. Begleiter, CFA",0.1354362999659508,male,Deutsche Bank,"('EMN', '2019 q2')",0.0
12578,LIN,2019 q2,1510,0.6962008718706125,"David L. Begleiter, CFA",0.7126588607325687,male,Deutsche Bank,"('LIN', '2019 q2')",0.0
12579,LYB,2019 q2,1510,0.7357787448650895,"David L. Begleiter, CFA",0.9318927485855164,male,Deutsche Bank,"('LYB', '2019 q2')",0.0
12580,PPG,2019 q2,1510,0.6466992359263224,"David L. Begleiter, CFA",0.7739312813965719,male,Deutsche Bank,"('PPG', '2019 q2')",0.0
12581,ALB,2019 q2,1510,0.59588266369794,Mr. Arun S. Viswanathan,0.2630248340132701,male,RBC Capital Markets,"('ALB', '2019 q2')",0.0
12582,CE,2019 q2,1510,0.519749321216699,Mr. Arun S. Viswanathan,0.2098154556732461,male,RBC Capital Markets,"('CE', '2019 q2')",0.0
12583,CTVA,2019 q2,1510,0.3644783802494462,Mr. Arun S. Viswanathan,0.1147664196123111,male,RBC Capital Markets,"('CTVA', '2019 q2')",0.0
12584,DD,2019 q2,1510,0.4742287507312485,Mr. Arun S. Viswanathan,0.1148213227009853,male,RBC Capital Markets,"('DD', '2019 q2')",0.011111111690600714
12585,DOW,2019 q2,1510,0.3368497080305356,Mr. Arun S. Viswanathan,0.1351623614974356,male,RBC Capital Markets,"('DOW', '2019 q2')",0.0
12586,EMN,2019 q2,1510,0.3864136536454583,Mr. Arun S. Viswanathan,0.2216636338225891,male,RBC Capital Markets,"('EMN', '2019 q2')",0.013126453384757042
12587,FMC,2019 q2,1510,0.5578577056047178,Mr. Arun S. Viswanathan,0.2791352147529371,male,RBC Capital Markets,"('FMC', '2019 q2')",0.0
12588,LYB,2019 q2,1510,0.7357787448650895,Mr. Arun S. Viswanathan,0.3205057463795037,male,RBC Capital Markets,"('LYB', '2019 q2')",0.0
12589,PPG,2019 q2,1510,0.6466992359263224,Mr. Arun S. Viswanathan,0.2947376189402179,male,RBC Capital Markets,"('PPG', '2019 q2')",0.0
12590,SEE,2019 q2,1510,0.7038234844405533,Mr. Arun S. Viswanathan,0.4482292863547862,male,RBC Capital Markets,"('SEE', '2019 q2')",0.0
12591,SHW,2019 q2,1510,0.6857657109902654,Mr. Arun S. Viswanathan,0.3321590259251658,male,RBC Capital Markets,"('SHW', '2019 q2')",0.0
12592,AMCR,2019 q2,1510,0.0,"Mr. Mark J. Wilson, CFA",,male,Deutsche Bank,"('AMCR', '2019 q2')",0.0
12593,APD,2019 q2,1510,0.7247011509142447,Krzysztof Smalec,0.8351728175443347,male,"Morningstar, Inc.","('APD', '2019 q2')",0.0
12594,LIN,2019 q2,1510,0.6962008718706125,Krzysztof Smalec,0.7719885138009334,male,"Morningstar, Inc.","('LIN', '2019 q2')",0.0
12595,APD,2019 q2,1510,0.7247011509142447,Mr. Donald D. Carson,0.6948135353294315,male,Susquehanna Financial Group LLLP,"('APD', '2019 q2')",0.0
12596,CF,2019 q2,1510,0.6008528916220437,Mr. Donald D. Carson,0.4045627042452902,male,Susquehanna Financial Group LLLP,"('CF', '2019 q2')",0.008333333767950535
12597,DD,2019 q2,1510,0.4742287507312485,Mr. Donald D. Carson,0.5041470344427678,male,Susquehanna Financial Group LLLP,"('DD', '2019 q2')",0.0
12598,DOW,2019 q2,1510,0.3368497080305356,Mr. Donald D. Carson,0.4049318838173021,male,Susquehanna Financial Group LLLP,"('DOW', '2019 q2')",0.0
12599,FMC,2019 q2,1510,0.5578577056047178,Mr. Donald D. Carson,0.8537023846684823,male,Susquehanna Financial Group LLLP,"('FMC', '2019 q2')",0.0
12600,LYB,2019 q2,1510,0.7357787448650895,Mr. Donald D. Carson,0.6721930783973126,male,Susquehanna Financial Group LLLP,"('LYB', '2019 q2')",0.0
12601,MOS,2019 q2,1510,0.4821618016127876,Mr. Donald D. Carson,0.467118745509176,male,Susquehanna Financial Group LLLP,"('MOS', '2019 q2')",0.0
12602,PPG,2019 q2,1510,0.6466992359263224,Mr. Donald D. Carson,0.732783318729337,male,Susquehanna Financial Group LLLP,"('PPG', '2019 q2')",0.0
12603,SHW,2019 q2,1510,0.6857657109902654,Mr. Donald D. Carson,0.7962873250109404,male,Susquehanna Financial Group LLLP,"('SHW', '2019 q2')",0.0
12604,APD,2019 q2,1510,0.7247011509142447,"Mr. Laurence Alexander, CFA",0.5232706463064093,male,Jefferies,"('APD', '2019 q2')",0.0
12605,CTVA,2019 q2,1510,0.3644783802494462,"Mr. Laurence Alexander, CFA",0.1372095752099565,male,Jefferies,"('CTVA', '2019 q2')",0.020070094615221024
12606,DD,2019 q2,1510,0.4742287507312485,"Mr. Laurence Alexander, CFA",0.1764759320420871,male,Jefferies,"('DD', '2019 q2')",0.0
12607,EMN,2019 q2,1510,0.3864136536454583,"Mr. Laurence Alexander, CFA",0.6731830380014725,male,Jefferies,"('EMN', '2019 q2')",0.0
12608,FMC,2019 q2,1510,0.5578577056047178,"Mr. Laurence Alexander, CFA",0.3148365209470576,male,Jefferies,"('FMC', '2019 q2')",0.009182298555970192
12609,LYB,2019 q2,1510,0.7357787448650895,"Mr. Laurence Alexander, CFA",0.5229604406138829,male,Jefferies,"('LYB', '2019 q2')",0.00798255205154419
12610,PPG,2019 q2,1510,0.6466992359263224,"Mr. Laurence Alexander, CFA",0.3007886536790605,male,Jefferies,"('PPG', '2019 q2')",0.0
12611,APD,2019 q2,1510,0.7247011509142447,Mr. James M. Sheehan,0.3718315568261598,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2019 q2')",0.0
12612,CE,2019 q2,1510,0.519749321216699,Mr. James M. Sheehan,0.1663477161519081,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2019 q2')",0.01819740980863571
12613,CTVA,2019 q2,1510,0.3644783802494462,Mr. James M. Sheehan,0.1135964329160801,male,SunTrust Robinson Humphrey Capital Markets,"('CTVA', '2019 q2')",0.0
12614,DD,2019 q2,1510,0.4742287507312485,Mr. James M. Sheehan,0.3214712147463751,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2019 q2')",0.0
12615,DOW,2019 q2,1510,0.3368497080305356,Mr. James M. Sheehan,0.0673872234512242,male,SunTrust Robinson Humphrey Capital Markets,"('DOW', '2019 q2')",0.0050425296649336815
12616,EMN,2019 q2,1510,0.3864136536454583,Mr. James M. Sheehan,0.1012742197298483,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2019 q2')",0.0
12617,FMC,2019 q2,1510,0.5578577056047178,Mr. James M. Sheehan,0.1760448614412755,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2019 q2')",0.0
12618,LIN,2019 q2,1510,0.6962008718706125,Mr. James M. Sheehan,0.571033919582549,male,SunTrust Robinson Humphrey Capital Markets,"('LIN', '2019 q2')",0.009250876493752003
12619,LYB,2019 q2,1510,0.7357787448650895,Mr. James M. Sheehan,0.3216500537025668,male,SunTrust Robinson Humphrey Capital Markets,"('LYB', '2019 q2')",0.013754412531852722
12620,PPG,2019 q2,1510,0.6466992359263224,Mr. James M. Sheehan,0.3049253691097076,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2019 q2')",0.0
12621,APD,2019 q2,1510,0.7247011509142447,Duffy Fischer,0.4726143735187919,male,Barclays,"('APD', '2019 q2')",0.0
12622,CE,2019 q2,1510,0.519749321216699,Duffy Fischer,0.4906348824767498,male,Barclays,"('CE', '2019 q2')",0.0
12623,CF,2019 q2,1510,0.6008528916220437,Duffy Fischer,0.4358327104513066,male,Barclays,"('CF', '2019 q2')",0.0
12624,DD,2019 q2,1510,0.4742287507312485,Duffy Fischer,0.4220704000630854,male,Barclays,"('DD', '2019 q2')",0.0
12625,DOW,2019 q2,1510,0.3368497080305356,Duffy Fischer,0.1619674840843007,male,Barclays,"('DOW', '2019 q2')",0.0
12626,MOS,2019 q2,1510,0.4821618016127876,Duffy Fischer,0.4475343179037873,male,Barclays,"('MOS', '2019 q2')",0.0
12627,APD,2019 q2,1510,0.7247011509142447,Mr. Raghav Bardalai,0.4160324895882581,male,Exane BNP Paribas,"('APD', '2019 q2')",0.0
12628,LIN,2019 q2,1510,0.6962008718706125,Mr. Raghav Bardalai,0.5185304883687547,male,Exane BNP Paribas,"('LIN', '2019 q2')",0.0
12629,PPG,2019 q2,1510,0.6466992359263224,Mr. Raghav Bardalai,0.4025279435839045,male,Exane BNP Paribas,"('PPG', '2019 q2')",0.0
12630,APD,2019 q2,1510,0.7247011509142447,Mr. Christopher S. Parkinson,0.5857487436889524,male,Credit Suisse,"('APD', '2019 q2')",0.0
12631,CF,2019 q2,1510,0.6008528916220437,Mr. Christopher S. Parkinson,0.297386374988828,male,Credit Suisse,"('CF', '2019 q2')",0.0
12632,CTVA,2019 q2,1510,0.3644783802494462,Mr. Christopher S. Parkinson,0.1096618696954758,male,Credit Suisse,"('CTVA', '2019 q2')",0.0
12633,DD,2019 q2,1510,0.4742287507312485,Mr. Christopher S. Parkinson,0.4037481671547298,male,Credit Suisse,"('DD', '2019 q2')",0.0
12634,DOW,2019 q2,1510,0.3368497080305356,Mr. Christopher S. Parkinson,0.2747436721742323,male,Credit Suisse,"('DOW', '2019 q2')",0.0
12635,ECL,2019 q2,1510,0.7231217386548887,Mr. Christopher S. Parkinson,0.6349427335722899,male,Credit Suisse,"('ECL', '2019 q2')",0.0
12636,FMC,2019 q2,1510,0.5578577056047178,Mr. Christopher S. Parkinson,0.4665556886421508,male,Credit Suisse,"('FMC', '2019 q2')",0.0
12637,MOS,2019 q2,1510,0.4821618016127876,Mr. Christopher S. Parkinson,0.1110567583082637,male,Credit Suisse,"('MOS', '2019 q2')",0.018816327676177025
12638,APD,2019 q2,1510,0.7247011509142447,Matthew Miller,0.7259335796125308,male,CFRA Equity Research,"('APD', '2019 q2')",0.0
12639,BLL,2019 q2,1510,0.7036310800827901,Matthew Miller,0.6623027802044987,male,CFRA Equity Research,"('BLL', '2019 q2')",0.0
12640,FCX,2019 q2,1510,0.5969288444351053,Matthew Miller,0.5228277549751604,male,CFRA Equity Research,"('FCX', '2019 q2')",0.0
12641,IFF,2019 q2,1510,0.8009798945831097,Matthew Miller,0.8491804387205796,male,CFRA Equity Research,"('IFF', '2019 q2')",0.0
12642,IP,2019 q2,1510,0.6250075922024945,Matthew Miller,0.4607398732286099,male,CFRA Equity Research,"('IP', '2019 q2')",0.0
12643,MLM,2019 q2,1510,0.7210381188336112,Matthew Miller,0.654860152618925,male,CFRA Equity Research,"('MLM', '2019 q2')",0.0
12644,NEM,2019 q2,1510,0.5410139051418912,Matthew Miller,0.4299656999380847,male,CFRA Equity Research,"('NEM', '2019 q2')",0.0
12645,NUE,2019 q2,1510,0.5479915142623821,Matthew Miller,0.4783605701307814,male,CFRA Equity Research,"('NUE', '2019 q2')",0.0
12646,PKG,2019 q2,1510,0.829633028845586,Matthew Miller,0.6608683910814092,male,CFRA Equity Research,"('PKG', '2019 q2')",0.0
12647,SEE,2019 q2,1510,0.7038234844405533,Matthew Miller,0.6979385357524032,male,CFRA Equity Research,"('SEE', '2019 q2')",0.0
12648,VMC,2019 q2,1510,0.6588956977521517,Matthew Miller,0.6959704731677816,male,CFRA Equity Research,"('VMC', '2019 q2')",0.0
12649,WRK,2019 q2,1510,0.634519534438658,Matthew Miller,0.5156133941369331,male,CFRA Equity Research,"('WRK', '2019 q2')",0.0
12650,APD,2019 q2,1510,0.7247011509142447,SADIF Research,0.9660876058196172,Not a person,Sadif Analytics Prime,"('APD', '2019 q2')",0.9232237339019775
12651,CF,2019 q2,1510,0.6008528916220437,SADIF Research,0.9660669213985432,Not a person,Sadif Analytics Prime,"('CF', '2019 q2')",0.9617337584495544
12652,LYB,2019 q2,1510,0.7357787448650895,SADIF Research,0.9956407538849716,Not a person,Sadif Analytics Prime,"('LYB', '2019 q2')",0.9785438179969788
12653,MOS,2019 q2,1510,0.4821618016127876,SADIF Research,0.962542239698545,Not a person,Sadif Analytics Prime,"('MOS', '2019 q2')",0.9540334343910217
12654,PKG,2019 q2,1510,0.829633028845586,SADIF Research,0.9033491463892128,Not a person,Sadif Analytics Prime,"('PKG', '2019 q2')",0.9030989408493042
12655,AVY,2019 q2,1510,0.8027797402488036,Mr. Lars F. Kjellberg,0.8027797402488037,male,Credit Suisse,"('AVY', '2019 q2')",0.0
12656,WRK,2019 q2,1510,0.634519534438658,Mr. Lars F. Kjellberg,0.3693542089702981,male,Credit Suisse,"('WRK', '2019 q2')",0.02406877838075161
12657,AVY,2019 q2,1510,0.8027797402488036,Charles Gross,0.8027797402488036,male,"Morningstar, Inc.","('AVY', '2019 q2')",0.0
12658,BLL,2019 q2,1510,0.7036310800827901,Charles Gross,0.7632775668123752,male,"Morningstar, Inc.","('BLL', '2019 q2')",0.0
12659,IP,2019 q2,1510,0.6250075922024945,Charles Gross,0.5707239796372111,male,"Morningstar, Inc.","('IP', '2019 q2')",0.0
12660,PKG,2019 q2,1510,0.829633028845586,Charles Gross,0.6811295176524177,male,"Morningstar, Inc.","('PKG', '2019 q2')",0.006169153843075037
12661,PPG,2019 q2,1510,0.6466992359263224,Charles Gross,0.7819047848936441,male,"Morningstar, Inc.","('PPG', '2019 q2')",0.0
12662,SEE,2019 q2,1510,0.7038234844405533,Charles Gross,0.7704926806197065,male,"Morningstar, Inc.","('SEE', '2019 q2')",0.0
12663,SHW,2019 q2,1510,0.6857657109902654,Charles Gross,0.8073340912227263,male,"Morningstar, Inc.","('SHW', '2019 q2')",0.0
12664,WRK,2019 q2,1510,0.634519534438658,Charles Gross,0.5366882406958314,male,"Morningstar, Inc.","('WRK', '2019 q2')",0.0
12665,BLL,2019 q2,1510,0.7036310800827901,Ms. Debbie A. Jones,0.6098159312044932,female,Deutsche Bank,"('BLL', '2019 q2')",0.0
12666,IP,2019 q2,1510,0.6250075922024945,Ms. Debbie A. Jones,0.8576038795639305,female,Deutsche Bank,"('IP', '2019 q2')",0.0
12667,PKG,2019 q2,1510,0.829633028845586,Ms. Debbie A. Jones,0.947634137553333,female,Deutsche Bank,"('PKG', '2019 q2')",0.0
12668,WRK,2019 q2,1510,0.634519534438658,Ms. Debbie A. Jones,0.8981587404098939,female,Deutsche Bank,"('WRK', '2019 q2')",0.0
12669,CE,2019 q2,1510,0.519749321216699,Charles N. Neivert,0.3309554923712794,male,Cowen and Company,"('CE', '2019 q2')",0.0
12670,CF,2019 q2,1510,0.6008528916220437,Charles N. Neivert,0.2017862094096544,male,Cowen and Company,"('CF', '2019 q2')",0.0
12671,DD,2019 q2,1510,0.4742287507312485,Charles N. Neivert,0.1344387444062298,male,Cowen and Company,"('DD', '2019 q2')",0.0
12672,DOW,2019 q2,1510,0.3368497080305356,Charles N. Neivert,0.414392501537061,male,Cowen and Company,"('DOW', '2019 q2')",0.0
12673,EMN,2019 q2,1510,0.3864136536454583,Charles N. Neivert,0.0997935190789501,male,Cowen and Company,"('EMN', '2019 q2')",0.0
12674,LYB,2019 q2,1510,0.7357787448650895,Charles N. Neivert,0.3068450198052338,male,Cowen and Company,"('LYB', '2019 q2')",0.0
12675,MOS,2019 q2,1510,0.4821618016127876,Charles N. Neivert,0.1112207324141415,male,Cowen and Company,"('MOS', '2019 q2')",0.0
12676,CF,2019 q2,1510,0.6008528916220437,Mr. Mark Connelly,0.2667071902516826,male,Stephens Inc.,"('CF', '2019 q2')",0.0
12677,DD,2019 q2,1510,0.4742287507312485,Mr. Mark Connelly,0.3244384515925117,male,Stephens Inc.,"('DD', '2019 q2')",0.0
12678,FMC,2019 q2,1510,0.5578577056047178,Mr. Mark Connelly,0.3573435352476935,male,Stephens Inc.,"('FMC', '2019 q2')",0.0
12679,IP,2019 q2,1510,0.6250075922024945,Mr. Mark Connelly,0.4073248726495704,male,Stephens Inc.,"('IP', '2019 q2')",0.0
12680,MOS,2019 q2,1510,0.4821618016127876,Mr. Mark Connelly,0.5448698522064509,male,Stephens Inc.,"('MOS', '2019 q2')",0.022386835888028145
12681,CF,2019 q2,1510,0.6008528916220437,Andrew D. Wong,0.716999403783258,male,RBC Capital Markets,"('CF', '2019 q2')",0.03333333507180214
12682,CF,2019 q2,1510,0.6008528916220437,"Ben Isaacson, MBA",0.3964789663127713,male,Scotiabank GBM,"('CF', '2019 q2')",0.0
12683,MOS,2019 q2,1510,0.4821618016127876,"Ben Isaacson, MBA",0.1357540094603415,male,Scotiabank GBM,"('MOS', '2019 q2')",0.0
12684,CTVA,2019 q2,1510,0.3644783802494462,Jefferies Equity Research,0.8926472575298238,Not a person,Jefferies,"('CTVA', '2019 q2')",0.0363461934030056
12685,DD,2019 q2,1510,0.4742287507312485,Sriharsha Pappu,0.1343813548849119,male,HSBC,"('DD', '2019 q2')",0.0
12686,DOW,2019 q2,1510,0.3368497080305356,Sriharsha Pappu,0.1010703060807202,male,HSBC,"('DOW', '2019 q2')",0.023310727439820766
12687,ECL,2019 q2,1510,0.7231217386548887,"Mr. Gary E. Bisbee, CFA",0.4146395108430591,male,BofA Global Research,"('ECL', '2019 q2')",0.0
12688,ECL,2019 q2,1510,0.7231217386548887,"Chip Moore, CFA",0.3506832294178447,male,Canaccord Genuity,"('ECL', '2019 q2')",0.014089535921812057
12689,ECL,2019 q2,1510,0.7231217386548887,Mr. Tim Mulrooney,0.4466332327768017,male,William Blair & Company,"('ECL', '2019 q2')",0.0
12690,EMN,2019 q2,1510,0.3864136536454583,"Mr. Paretosh Misra, PHD",0.1071141479829166,male,Berenberg,"('EMN', '2019 q2')",0.0
12691,FCX,2019 q2,1510,0.5969288444351053,Research Department,0.3584638529223582,Not a person,Trefis,"('FCX', '2019 q2')",0.0
12692,FCX,2019 q2,1510,0.5969288444351053,"Mr. Matthew Murphy, CFA",0.552544789166885,male,Barclays,"('FCX', '2019 q2')",0.0
12693,FCX,2019 q2,1510,0.5969288444351053,"Mr. Curt R. Woodworth, CFA",0.3950055966642794,male,Credit Suisse,"('FCX', '2019 q2')",0.0
12694,NUE,2019 q2,1510,0.5479915142623821,"Mr. Curt R. Woodworth, CFA",0.5522364587926466,male,Credit Suisse,"('NUE', '2019 q2')",0.013787532225251198
12695,FCX,2019 q2,1510,0.5969288444351053,"Christopher LaFemina, CFA",0.3965886961241773,male,Jefferies,"('FCX', '2019 q2')",0.013449103571474552
12696,NUE,2019 q2,1510,0.5479915142623821,"Christopher LaFemina, CFA",0.4579411694228543,male,Jefferies,"('NUE', '2019 q2')",0.0
12697,FCX,2019 q2,1510,0.5969288444351053,Timna Tanners,0.710584552220035,female,BofA Global Research,"('FCX', '2019 q2')",0.03333333507180214
12698,MLM,2019 q2,1510,0.7210381188336112,Timna Tanners,0.5414587918058476,female,BofA Global Research,"('MLM', '2019 q2')",0.0
12699,NUE,2019 q2,1510,0.5479915142623821,Timna Tanners,0.3041144984277638,female,BofA Global Research,"('NUE', '2019 q2')",0.01666666753590107
12700,VMC,2019 q2,1510,0.6588956977521517,Timna Tanners,0.3969488077302611,female,BofA Global Research,"('VMC', '2019 q2')",0.0
12701,FCX,2019 q2,1510,0.5969288444351053,Piyush Sood,0.5400283627186271,male,Morgan Stanley,"('FCX', '2019 q2')",0.0
12702,FCX,2019 q2,1510,0.5969288444351053,"Orest Wowkodaw, CFA",0.317029140314049,male,Scotiabank GBM,"('FCX', '2019 q2')",0.0
12703,FMC,2019 q2,1510,0.5578577056047178,"Rosemarie J. Morbelli, CFA",0.2622318174818241,female,Gabelli & Company,"('FMC', '2019 q2')",0.0
12704,SEE,2019 q2,1510,0.7038234844405533,"Rosemarie J. Morbelli, CFA",0.4852732797725849,female,Gabelli & Company,"('SEE', '2019 q2')",0.0
12705,IFF,2019 q2,1510,0.8009798945831097,Ms. Lauren R. Lieberman,0.563832037452089,female,Barclays,"('IFF', '2019 q2')",0.0
12706,IFF,2019 q2,1510,0.8009798945831097,M. Matthias Cornu,0.5613348124984706,male,Exane BNP Paribas,"('IFF', '2019 q2')",0.004913791703681151
12707,IFF,2019 q2,1510,0.8009798945831097,Mr. Andrew Lane,0.7909813472160561,male,"Morningstar, Inc.","('IFF', '2019 q2')",0.0
12708,NUE,2019 q2,1510,0.5479915142623821,Mr. Andrew Lane,0.5793888527501038,male,"Morningstar, Inc.","('NUE', '2019 q2')",0.0029621435329318046
12709,IFF,2019 q2,1510,0.8009798945831097,Ms. Faiza Alwy,0.9434357339900272,female,Deutsche Bank,"('IFF', '2019 q2')",0.0
12710,IP,2019 q2,1510,0.6250075922024945,George L. Staphos,0.5687030705486231,male,BofA Global Research,"('IP', '2019 q2')",0.02800556318834424
12711,PKG,2019 q2,1510,0.829633028845586,George L. Staphos,0.6910541256182262,male,BofA Global Research,"('PKG', '2019 q2')",0.05952722020447254
12712,SEE,2019 q2,1510,0.7038234844405533,George L. Staphos,0.7666199460950673,male,BofA Global Research,"('SEE', '2019 q2')",0.01666666753590107
12713,WRK,2019 q2,1510,0.634519534438658,George L. Staphos,0.6000917197162468,male,BofA Global Research,"('WRK', '2019 q2')",0.006227415055036545
12714,IP,2019 q2,1510,0.6250075922024945,Mr. Paul C. Quinn,0.3249016307148253,male,RBC Capital Markets,"('IP', '2019 q2')",0.0
12715,WRK,2019 q2,1510,0.634519534438658,Mr. Paul C. Quinn,0.3259523000250804,male,RBC Capital Markets,"('WRK', '2019 q2')",0.0
12716,LIN,2019 q2,1510,0.6962008718706125,Peter Clark,0.5119476844009198,male,Societe Generale,"('LIN', '2019 q2')",0.022493038326501846
12717,LIN,2019 q2,1510,0.6962008718706125,Tim A. Jones,0.5047165666887891,male,Deutsche Bank,"('LIN', '2019 q2')",0.0
12718,LIN,2019 q2,1510,0.6962008718706125,Dr. Knud Hinkel,0.3971538215895572,male,Pareto Securities AS,"('LIN', '2019 q2')",0.0
12719,MLM,2019 q2,1510,0.7210381188336112,Mr. Robert D. Muir,0.539058504361333,male,Berenberg,"('MLM', '2019 q2')",0.0
12720,VMC,2019 q2,1510,0.6588956977521517,Mr. Robert D. Muir,0.4737418045716088,male,Berenberg,"('VMC', '2019 q2')",0.0
12721,MLM,2019 q2,1510,0.7210381188336112,Trey Grooms,0.5435734222845124,male,Stephens Inc.,"('MLM', '2019 q2')",0.0
12722,MLM,2019 q2,1510,0.7210381188336112,Mr. Rohit Seth,0.413437439990613,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2019 q2')",0.010149295441806316
12723,MLM,2019 q2,1510,0.7210381188336112,Mr. Kristoffer Inton,0.7643682373627289,male,"Morningstar, Inc.","('MLM', '2019 q2')",0.0
12724,NEM,2019 q2,1510,0.5410139051418912,Mr. Kristoffer Inton,0.4685679839667884,male,"Morningstar, Inc.","('NEM', '2019 q2')",0.0074267222080379725
12725,VMC,2019 q2,1510,0.6588956977521517,Mr. Kristoffer Inton,0.7674223774635243,male,"Morningstar, Inc.","('VMC', '2019 q2')",0.0
12726,MLM,2019 q2,1510,0.7210381188336112,"Nishu Sood, CFA",0.8752408907050546,male,Deutsche Bank,"('MLM', '2019 q2')",0.0
12727,SHW,2019 q2,1510,0.6857657109902654,"Nishu Sood, CFA",0.4174531030580971,male,Deutsche Bank,"('SHW', '2019 q2')",0.0
12728,VMC,2019 q2,1510,0.6588956977521517,"Nishu Sood, CFA",0.8165214256062167,male,Deutsche Bank,"('VMC', '2019 q2')",0.0
12729,MOS,2019 q2,1510,0.4821618016127876,Alexandre Falcao,0.1181274997157912,male,HSBC,"('MOS', '2019 q2')",0.025682078674435616
12730,MOS,2019 q2,1510,0.4821618016127876,Mr. Rikin Patel,0.308084272927998,male,Berenberg,"('MOS', '2019 q2')",0.0
12731,NEM,2019 q2,1510,0.5410139051418912,"Mr. Carey MacRury, CFA, CFA",0.2416562416619957,male,Canaccord Genuity,"('NEM', '2019 q2')",0.008352980017662048
12732,NEM,2019 q2,1510,0.5410139051418912,Mr. Stephen D. Walker,0.3589101348431821,male,RBC Capital Markets,"('NEM', '2019 q2')",0.018298085778951645
12733,NEM,2019 q2,1510,0.5410139051418912,Ms. Tanya Jakusconek,0.235218967508883,female,Scotiabank GBM,"('NEM', '2019 q2')",0.0
12734,NEM,2019 q2,1510,0.5410139051418912,Chris R. Terry,0.754456266543019,male,Deutsche Bank,"('NEM', '2019 q2')",0.0
12735,NEM,2019 q2,1510,0.5410139051418912,"Michael R. Jalonen, CFA",0.6585561062313082,male,BofA Global Research,"('NEM', '2019 q2')",0.03333333507180214
12736,NEM,2019 q2,1510,0.5410139051418912,"Mr. Josh M. Wolfson, CFA",0.2028134353737474,male,Desjardins Securities,"('NEM', '2019 q2')",0.0
12737,NEM,2019 q2,1510,0.5410139051418912,Mr. Fahad Tariq,0.3363795884195049,male,Credit Suisse,"('NEM', '2019 q2')",0.0
12738,PPG,2019 q2,1510,0.6466992359263224,Shanna Qiu,0.3519669388139569,female,BofA Global Research,"('PPG', '2019 q2')",0.048455946147441864
12739,PPG,2019 q2,1510,0.6466992359263224,"Mr. Kevin W. Hocevar, CFA",0.4026945391677493,male,Northcoast Research,"('PPG', '2019 q2')",0.031001757364720106
12740,SHW,2019 q2,1510,0.6857657109902654,"Charles E. Cerankosky, Jr",0.4849973672875107,male,Northcoast Research,"('SHW', '2019 q2')",0.026486048474907875
12741,SHW,2019 q2,1510,0.6857657109902654,Scott A. Mushkin,0.4049569324496528,male,Wolfe Research,"('SHW', '2019 q2')",0.0
12742,SHW,2019 q2,1510,0.6857657109902654,Greg Melich,0.4181984683540455,male,EVERCORE ISI,"('SHW', '2019 q2')",0.0
12743,VMC,2019 q2,1510,0.6588956977521517,Mr. Adam Seiden,0.3540021151254313,male,Barclays,"('VMC', '2019 q2')",0.0
12744,VMC,2019 q2,1510,0.6588956977521517,Michael Dahl,0.3447656443992634,male,RBC Capital Markets,"('VMC', '2019 q2')",0.0
12745,AFL,2018 q1,4030,0.3533222136556302,Ms. Catherine A. Seifert,0.4174855909211419,female,CFRA Equity Research,"('AFL', '2018 q1')",0.0
12746,AIG,2018 q1,4030,0.4926523570760556,Ms. Catherine A. Seifert,0.4588674350469099,female,CFRA Equity Research,"('AIG', '2018 q1')",0.0
12747,AIZ,2018 q1,4030,0.5093432632376544,Ms. Catherine A. Seifert,0.5093432632376544,female,CFRA Equity Research,"('AIZ', '2018 q1')",0.0
12748,ALL,2018 q1,4030,0.4262021846640342,Ms. Catherine A. Seifert,0.4007201438528421,female,CFRA Equity Research,"('ALL', '2018 q1')",0.0
12749,AON,2018 q1,4030,0.6887308692726548,Ms. Catherine A. Seifert,0.8742518157882302,female,CFRA Equity Research,"('AON', '2018 q1')",0.0
12750,CB,2018 q1,4030,0.3207871946749091,Ms. Catherine A. Seifert,0.3207871946749091,female,CFRA Equity Research,"('CB', '2018 q1')",0.0
12751,CINF,2018 q1,4030,0.5242834384945605,Ms. Catherine A. Seifert,0.4487080595862608,female,CFRA Equity Research,"('CINF', '2018 q1')",0.0
12752,GL,2018 q1,4030,0.6636788224458272,Ms. Catherine A. Seifert,0.5588296512792006,female,CFRA Equity Research,"('GL', '2018 q1')",0.0
12753,HIG,2018 q1,4030,0.4049754013885189,Ms. Catherine A. Seifert,0.4083145302261453,female,CFRA Equity Research,"('HIG', '2018 q1')",0.0
12754,L,2018 q1,4030,0.957654876158154,Ms. Catherine A. Seifert,0.950678847034926,female,CFRA Equity Research,"('L', '2018 q1')",0.0
12755,LNC,2018 q1,4030,0.3038184796782751,Ms. Catherine A. Seifert,0.3864662700263773,female,CFRA Equity Research,"('LNC', '2018 q1')",0.0
12756,MET,2018 q1,4030,0.5854409758441137,Ms. Catherine A. Seifert,0.5291260331530184,female,CFRA Equity Research,"('MET', '2018 q1')",0.0
12757,MMC,2018 q1,4030,0.3836453181774778,Ms. Catherine A. Seifert,0.7683920720151582,female,CFRA Equity Research,"('MMC', '2018 q1')",0.0
12758,PFG,2018 q1,4030,0.5276359558411504,Ms. Catherine A. Seifert,0.5518860669881193,female,CFRA Equity Research,"('PFG', '2018 q1')",0.0
12759,PGR,2018 q1,4030,0.2537317541150541,Ms. Catherine A. Seifert,0.4242169733457669,female,CFRA Equity Research,"('PGR', '2018 q1')",0.0
12760,PRU,2018 q1,4030,0.1788878430043513,Ms. Catherine A. Seifert,0.146595179487342,female,CFRA Equity Research,"('PRU', '2018 q1')",0.0
12761,RE,2018 q1,4030,0.9040584291817432,Ms. Catherine A. Seifert,0.9040584291817432,female,CFRA Equity Research,"('RE', '2018 q1')",0.0
12762,TRV,2018 q1,4030,0.2813382795997377,Ms. Catherine A. Seifert,0.3554438559062376,female,CFRA Equity Research,"('TRV', '2018 q1')",0.0
12763,UNM,2018 q1,4030,0.5137941818683699,Ms. Catherine A. Seifert,0.4611681410847882,female,CFRA Equity Research,"('UNM', '2018 q1')",0.0
12764,WLTW,2018 q1,4030,0.677349843365883,Ms. Catherine A. Seifert,0.7597078945816641,female,CFRA Equity Research,"('WLTW', '2018 q1')",0.0
12765,WRB,2018 q1,4030,0.4818368576505666,Ms. Catherine A. Seifert,0.4636097884761233,female,CFRA Equity Research,"('WRB', '2018 q1')",0.0
12766,AFL,2018 q1,4030,0.3533222136556302,Nigel Dally,0.2514121064809292,male,Morgan Stanley,"('AFL', '2018 q1')",0.0
12767,GL,2018 q1,4030,0.6636788224458272,Nigel Dally,0.4893169537913105,male,Morgan Stanley,"('GL', '2018 q1')",0.0
12768,LNC,2018 q1,4030,0.3038184796782751,Nigel Dally,0.1381801977872221,male,Morgan Stanley,"('LNC', '2018 q1')",0.0
12769,MET,2018 q1,4030,0.5854409758441137,Nigel Dally,0.2940623358465611,male,Morgan Stanley,"('MET', '2018 q1')",0.028206849470734596
12770,PFG,2018 q1,4030,0.5276359558411504,Nigel Dally,0.4071659326991325,male,Morgan Stanley,"('PFG', '2018 q1')",0.0
12771,PRU,2018 q1,4030,0.1788878430043513,Nigel Dally,0.1903961857340812,male,Morgan Stanley,"('PRU', '2018 q1')",0.0
12772,AFL,2018 q1,4030,0.3533222136556302,"Mark D. Hughes, CFA",0.1759274701130835,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2018 q1')",0.0
12773,AIZ,2018 q1,4030,0.5093432632376544,"Mark D. Hughes, CFA",0.5093432632376543,male,SunTrust Robinson Humphrey Capital Markets,"('AIZ', '2018 q1')",0.0
12774,AJG,2018 q1,4030,0.5086304563634573,"Mark D. Hughes, CFA",0.1700599377387854,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2018 q1')",0.0
12775,GL,2018 q1,4030,0.6636788224458272,"Mark D. Hughes, CFA",0.4203634915146649,male,SunTrust Robinson Humphrey Capital Markets,"('GL', '2018 q1')",0.0
12776,UNM,2018 q1,4030,0.5137941818683699,"Mark D. Hughes, CFA",0.2529312308908827,male,SunTrust Robinson Humphrey Capital Markets,"('UNM', '2018 q1')",0.0
12777,WLTW,2018 q1,4030,0.677349843365883,"Mark D. Hughes, CFA",0.3569632790286516,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2018 q1')",0.0
12778,AFL,2018 q1,4030,0.3533222136556302,"Mark A. Dwelle, CFA",0.1504347265460588,male,RBC Capital Markets,"('AFL', '2018 q1')",0.0
12779,AIG,2018 q1,4030,0.4926523570760556,"Mark A. Dwelle, CFA",0.1813681696072719,male,RBC Capital Markets,"('AIG', '2018 q1')",0.0
12780,AJG,2018 q1,4030,0.5086304563634573,"Mark A. Dwelle, CFA",0.1827660449229031,male,RBC Capital Markets,"('AJG', '2018 q1')",0.0
12781,AON,2018 q1,4030,0.6887308692726548,"Mark A. Dwelle, CFA",0.2919916534574269,male,RBC Capital Markets,"('AON', '2018 q1')",0.0
12782,CINF,2018 q1,4030,0.5242834384945605,"Mark A. Dwelle, CFA",0.2634921327155012,male,RBC Capital Markets,"('CINF', '2018 q1')",0.0
12783,HIG,2018 q1,4030,0.4049754013885189,"Mark A. Dwelle, CFA",0.2045127855814525,male,RBC Capital Markets,"('HIG', '2018 q1')",0.0
12784,LNC,2018 q1,4030,0.3038184796782751,"Mark A. Dwelle, CFA",0.1325908642532544,male,RBC Capital Markets,"('LNC', '2018 q1')",0.0
12785,MET,2018 q1,4030,0.5854409758441137,"Mark A. Dwelle, CFA",0.2568770923449879,male,RBC Capital Markets,"('MET', '2018 q1')",0.01179362740367651
12786,MMC,2018 q1,4030,0.3836453181774778,"Mark A. Dwelle, CFA",0.1068974745008862,male,RBC Capital Markets,"('MMC', '2018 q1')",0.0
12787,PRU,2018 q1,4030,0.1788878430043513,"Mark A. Dwelle, CFA",0.0510742698427477,male,RBC Capital Markets,"('PRU', '2018 q1')",0.01261319499462843
12788,TRV,2018 q1,4030,0.2813382795997377,"Mark A. Dwelle, CFA",0.1033551413633106,male,RBC Capital Markets,"('TRV', '2018 q1')",0.0
12789,UNM,2018 q1,4030,0.5137941818683699,"Mark A. Dwelle, CFA",0.2477314231133245,male,RBC Capital Markets,"('UNM', '2018 q1')",0.0
12790,WRB,2018 q1,4030,0.4818368576505666,"Mark A. Dwelle, CFA",0.2186409070914744,male,RBC Capital Markets,"('WRB', '2018 q1')",0.0
12791,AFL,2018 q1,4030,0.3533222136556302,Mr. Thomas Gallagher,0.2591070683162045,male,EVERCORE ISI,"('AFL', '2018 q1')",0.0
12792,AIG,2018 q1,4030,0.4926523570760556,Mr. Thomas Gallagher,0.1731438271513329,male,EVERCORE ISI,"('AIG', '2018 q1')",0.010102590918540955
12793,LNC,2018 q1,4030,0.3038184796782751,Mr. Thomas Gallagher,0.5023389927368642,male,EVERCORE ISI,"('LNC', '2018 q1')",0.0079264584928751
12794,PFG,2018 q1,4030,0.5276359558411504,Mr. Thomas Gallagher,0.3652541863550022,male,EVERCORE ISI,"('PFG', '2018 q1')",0.0
12795,PRU,2018 q1,4030,0.1788878430043513,Mr. Thomas Gallagher,0.1191188915987964,male,EVERCORE ISI,"('PRU', '2018 q1')",0.0
12796,AFL,2018 q1,4030,0.3533222136556302,Mr. John B. Barnidge,0.2438849205287708,male,Sandler O'Neill & Partners,"('AFL', '2018 q1')",0.019948077698548634
12797,LNC,2018 q1,4030,0.3038184796782751,Mr. John B. Barnidge,0.1035372847421319,male,Sandler O'Neill & Partners,"('LNC', '2018 q1')",0.0
12798,MET,2018 q1,4030,0.5854409758441137,Mr. John B. Barnidge,0.2800940959511927,male,Sandler O'Neill & Partners,"('MET', '2018 q1')",0.0
12799,PFG,2018 q1,4030,0.5276359558411504,Mr. John B. Barnidge,0.3512662055341485,male,Sandler O'Neill & Partners,"('PFG', '2018 q1')",0.0
12800,PRU,2018 q1,4030,0.1788878430043513,Mr. John B. Barnidge,0.134883516773248,male,Sandler O'Neill & Partners,"('PRU', '2018 q1')",0.0
12801,AFL,2018 q1,4030,0.3533222136556302,"Jay H. Gelb, CFA",0.3790906585187042,male,Barclays,"('AFL', '2018 q1')",0.0
12802,AIG,2018 q1,4030,0.4926523570760556,"Jay H. Gelb, CFA",0.7719399033911037,male,Barclays,"('AIG', '2018 q1')",0.0
12803,AJG,2018 q1,4030,0.5086304563634573,"Jay H. Gelb, CFA",0.4117091065354546,male,Barclays,"('AJG', '2018 q1')",0.0
12804,HIG,2018 q1,4030,0.4049754013885189,"Jay H. Gelb, CFA",0.687014778200872,male,Barclays,"('HIG', '2018 q1')",0.0
12805,MET,2018 q1,4030,0.5854409758441137,"Jay H. Gelb, CFA",0.7283534676964922,male,Barclays,"('MET', '2018 q1')",0.0
12806,PFG,2018 q1,4030,0.5276359558411504,"Jay H. Gelb, CFA",0.6006882896539618,male,Barclays,"('PFG', '2018 q1')",0.0
12807,PGR,2018 q1,4030,0.2537317541150541,"Jay H. Gelb, CFA",0.081207175351134,male,Barclays,"('PGR', '2018 q1')",0.0
12808,RE,2018 q1,4030,0.9040584291817432,"Jay H. Gelb, CFA",0.9040584291817432,male,Barclays,"('RE', '2018 q1')",0.0
12809,TRV,2018 q1,4030,0.2813382795997377,"Jay H. Gelb, CFA",0.4985975676884681,male,Barclays,"('TRV', '2018 q1')",0.0
12810,WLTW,2018 q1,4030,0.677349843365883,"Jay H. Gelb, CFA",0.5293992969329819,male,Barclays,"('WLTW', '2018 q1')",0.0
12811,AIG,2018 q1,4030,0.4926523570760556,Jay A. A. Cohen,0.1493023156319,male,BofA Global Research,"('AIG', '2018 q1')",0.010813254863023758
12812,AON,2018 q1,4030,0.6887308692726548,Jay A. A. Cohen,0.2886824620944977,male,BofA Global Research,"('AON', '2018 q1')",0.0
12813,HIG,2018 q1,4030,0.4049754013885189,Jay A. A. Cohen,0.1439968658584318,male,BofA Global Research,"('HIG', '2018 q1')",0.0
12814,MMC,2018 q1,4030,0.3836453181774778,Jay A. A. Cohen,0.3929220836574267,male,BofA Global Research,"('MMC', '2018 q1')",0.023073140531778336
12815,TRV,2018 q1,4030,0.2813382795997377,Jay A. A. Cohen,0.1140834754049615,male,BofA Global Research,"('TRV', '2018 q1')",0.0
12816,WLTW,2018 q1,4030,0.677349843365883,Jay A. A. Cohen,0.5417280565441589,male,BofA Global Research,"('WLTW', '2018 q1')",0.023840509355068207
12817,WRB,2018 q1,4030,0.4818368576505666,Jay A. A. Cohen,0.2240924245436509,male,BofA Global Research,"('WRB', '2018 q1')",0.0
12818,AIG,2018 q1,4030,0.4926523570760556,"Paul Newsome, CFA",0.2442540474161822,male,Sandler O'Neill & Partners,"('AIG', '2018 q1')",0.019250191282480955
12819,AJG,2018 q1,4030,0.5086304563634573,"Paul Newsome, CFA",0.2541265587115531,male,Sandler O'Neill & Partners,"('AJG', '2018 q1')",0.0
12820,ALL,2018 q1,4030,0.4262021846640342,"Paul Newsome, CFA",0.1588646080167225,male,Sandler O'Neill & Partners,"('ALL', '2018 q1')",0.0
12821,CB,2018 q1,4030,0.3207871946749091,"Paul Newsome, CFA",0.3207871946749092,male,Sandler O'Neill & Partners,"('CB', '2018 q1')",0.0
12822,CINF,2018 q1,4030,0.5242834384945605,"Paul Newsome, CFA",0.2643935192383436,male,Sandler O'Neill & Partners,"('CINF', '2018 q1')",0.0
12823,MMC,2018 q1,4030,0.3836453181774778,"Paul Newsome, CFA",0.2688460504727077,male,Sandler O'Neill & Partners,"('MMC', '2018 q1')",0.0
12824,PGR,2018 q1,4030,0.2537317541150541,"Paul Newsome, CFA",0.1311691252228183,male,Sandler O'Neill & Partners,"('PGR', '2018 q1')",0.0
12825,TRV,2018 q1,4030,0.2813382795997377,"Paul Newsome, CFA",0.0975010730888314,male,Sandler O'Neill & Partners,"('TRV', '2018 q1')",0.0
12826,WLTW,2018 q1,4030,0.677349843365883,"Paul Newsome, CFA",0.4114859835274179,male,Sandler O'Neill & Partners,"('WLTW', '2018 q1')",0.0
12827,AIG,2018 q1,4030,0.4926523570760556,"Mr. Jonathan N. Golub, CFA",0.795497590902834,male,Credit Suisse,"('AIG', '2018 q1')",0.06688360124826431
12828,AIG,2018 q1,4030,0.4926523570760556,"Adam Klauber, CFA",0.1993763965937288,male,William Blair & Company,"('AIG', '2018 q1')",0.0
12829,AJG,2018 q1,4030,0.5086304563634573,"Adam Klauber, CFA",0.302675075965501,male,William Blair & Company,"('AJG', '2018 q1')",0.0
12830,ALL,2018 q1,4030,0.4262021846640342,"Adam Klauber, CFA",0.1445415039654726,male,William Blair & Company,"('ALL', '2018 q1')",0.0
12831,AON,2018 q1,4030,0.6887308692726548,"Adam Klauber, CFA",0.762670096052464,male,William Blair & Company,"('AON', '2018 q1')",0.0
12832,MMC,2018 q1,4030,0.3836453181774778,"Adam Klauber, CFA",0.1627416969638825,male,William Blair & Company,"('MMC', '2018 q1')",0.0
12833,PGR,2018 q1,4030,0.2537317541150541,"Adam Klauber, CFA",0.146993129755409,male,William Blair & Company,"('PGR', '2018 q1')",0.0
12834,TRV,2018 q1,4030,0.2813382795997377,"Adam Klauber, CFA",0.122001647182849,male,William Blair & Company,"('TRV', '2018 q1')",0.0
12835,AJG,2018 q1,4030,0.5086304563634573,Jack Hampson,0.760399932660136,male,CFRA Equity Research,"('AJG', '2018 q1')",0.0
12836,AJG,2018 q1,4030,0.5086304563634573,Kai Pan,0.2098725277589901,male,Morgan Stanley,"('AJG', '2018 q1')",0.0
12837,ALL,2018 q1,4030,0.4262021846640342,Kai Pan,0.1926531432683417,male,Morgan Stanley,"('ALL', '2018 q1')",0.0
12838,AON,2018 q1,4030,0.6887308692726548,Kai Pan,0.3601964471263081,male,Morgan Stanley,"('AON', '2018 q1')",0.0
12839,MMC,2018 q1,4030,0.3836453181774778,Kai Pan,0.2546918806675201,male,Morgan Stanley,"('MMC', '2018 q1')",0.0
12840,PGR,2018 q1,4030,0.2537317541150541,Kai Pan,0.2740911105213758,male,Morgan Stanley,"('PGR', '2018 q1')",0.0
12841,TRV,2018 q1,4030,0.2813382795997377,Kai Pan,0.1659473022569818,male,Morgan Stanley,"('TRV', '2018 q1')",0.0
12842,WLTW,2018 q1,4030,0.677349843365883,Kai Pan,0.8446547989523049,male,Morgan Stanley,"('WLTW', '2018 q1')",0.0
12843,WRB,2018 q1,4030,0.4818368576505666,Kai Pan,0.2813690856266738,male,Morgan Stanley,"('WRB', '2018 q1')",0.0
12844,AJG,2018 q1,4030,0.5086304563634573,Alison M. Jacobowitz,0.1921001788473071,female,BofA Global Research,"('AJG', '2018 q1')",0.0
12845,ALL,2018 q1,4030,0.4262021846640342,Alison M. Jacobowitz,0.2032726485338253,female,BofA Global Research,"('ALL', '2018 q1')",0.030080043710768223
12846,PGR,2018 q1,4030,0.2537317541150541,Alison M. Jacobowitz,0.139279759509041,female,BofA Global Research,"('PGR', '2018 q1')",0.0
12847,AJG,2018 q1,4030,0.5086304563634573,Mr. Joshua D. Shanker,0.903103898191425,male,Deutsche Bank,"('AJG', '2018 q1')",0.0
12848,L,2018 q1,4030,0.957654876158154,Mr. Joshua D. Shanker,0.963189013511596,male,Deutsche Bank,"('L', '2018 q1')",0.0
12849,LNC,2018 q1,4030,0.3038184796782751,Mr. Joshua D. Shanker,0.1528243507539256,male,Deutsche Bank,"('LNC', '2018 q1')",0.017218640074133873
12850,MET,2018 q1,4030,0.5854409758441137,Mr. Joshua D. Shanker,0.3862515244507282,male,Deutsche Bank,"('MET', '2018 q1')",0.006521771661937237
12851,PRU,2018 q1,4030,0.1788878430043513,Mr. Joshua D. Shanker,0.1763542883102726,male,Deutsche Bank,"('PRU', '2018 q1')",0.0
12852,UNM,2018 q1,4030,0.5137941818683699,Mr. Joshua D. Shanker,0.2516161218368108,male,Deutsche Bank,"('UNM', '2018 q1')",0.0
12853,WRB,2018 q1,4030,0.4818368576505666,Mr. Joshua D. Shanker,0.8764518715099942,male,Deutsche Bank,"('WRB', '2018 q1')",0.0
12854,ALL,2018 q1,4030,0.4262021846640342,SADIF Research,0.99046999252512,Not a person,Sadif Analytics Prime,"('ALL', '2018 q1')",0.9716899394989014
12855,AON,2018 q1,4030,0.6887308692726548,SADIF Research,0.9857895237257948,Not a person,Sadif Analytics Prime,"('AON', '2018 q1')",0.9596693515777588
12856,CINF,2018 q1,4030,0.5242834384945605,SADIF Research,0.9858110091146264,Not a person,Sadif Analytics Prime,"('CINF', '2018 q1')",0.9644397497177124
12857,GL,2018 q1,4030,0.6636788224458272,SADIF Research,0.9602647509697232,Not a person,Sadif Analytics Prime,"('GL', '2018 q1')",0.9347050786018372
12858,UNM,2018 q1,4030,0.5137941818683699,SADIF Research,0.9515630669589036,Not a person,Sadif Analytics Prime,"('UNM', '2018 q1')",0.9304420948028564
12859,ALL,2018 q1,4030,0.4262021846640342,Harry Fong,0.1618705576160999,male,MKM Partners,"('ALL', '2018 q1')",0.0
12860,AON,2018 q1,4030,0.6887308692726548,Harry Fong,0.382995256067226,male,MKM Partners,"('AON', '2018 q1')",0.02388324961066246
12861,CINF,2018 q1,4030,0.5242834384945605,Harry Fong,0.2489871654622802,male,MKM Partners,"('CINF', '2018 q1')",0.0
12862,HIG,2018 q1,4030,0.4049754013885189,Harry Fong,0.2373057282994696,male,MKM Partners,"('HIG', '2018 q1')",0.012012970633804798
12863,MMC,2018 q1,4030,0.3836453181774778,Harry Fong,0.13760437301948,male,MKM Partners,"('MMC', '2018 q1')",0.0
12864,PGR,2018 q1,4030,0.2537317541150541,Harry Fong,0.1390032653060802,male,MKM Partners,"('PGR', '2018 q1')",0.011326030207177002
12865,TRV,2018 q1,4030,0.2813382795997377,Harry Fong,0.1460986921197777,male,MKM Partners,"('TRV', '2018 q1')",0.030076462775468826
12866,WLTW,2018 q1,4030,0.677349843365883,Harry Fong,0.4317254811673487,male,MKM Partners,"('WLTW', '2018 q1')",0.018365217372775078
12867,AON,2018 q1,4030,0.6887308692726548,"David Styblo, CFA",0.5678806322203649,male,Jefferies,"('AON', '2018 q1')",0.0
12868,L,2018 q1,4030,0.957654876158154,Mr. Matthew C. Grainger,0.9427098370754664,male,Morgan Stanley,"('L', '2018 q1')",0.0
12869,MET,2018 q1,4030,0.5854409758441137,Mr. John M. Nadel,0.6841422661642714,male,UBS Equities,"('MET', '2018 q1')",0.03333333507180214
12870,MET,2018 q1,4030,0.5854409758441137,"Jimmy S. Bhullar, CFA",0.2294528318814975,male,JPMorgan,"('MET', '2018 q1')",0.0
12871,MET,2018 q1,4030,0.5854409758441137,Brian R. Meredith,0.6661885609844742,male,UBS Equities,"('MET', '2018 q1')",0.011026980355381966
12872,MMC,2018 q1,4030,0.3836453181774778,"Ms. Sarah E. DeWitt, CFA",0.1474789181336566,female,JPMorgan,"('MMC', '2018 q1')",0.0
12873,PGR,2018 q1,4030,0.2537317541150541,"Mr. Ryan Tunis, CFA",0.1042453970670332,male,Credit Suisse,"('PGR', '2018 q1')",0.0
12874,WLTW,2018 q1,4030,0.677349843365883,"Mr. Ryan Tunis, CFA",0.570070333802104,male,Credit Suisse,"('WLTW', '2018 q1')",0.0
12875,WRB,2018 q1,4030,0.4818368576505666,Mr. Robert E. Farnam,0.2698558287580971,male,"Boenning & Scattergood, Inc","('WRB', '2018 q1')",0.0
12876,AFL,2018 q2,4030,0.3925427604646521,"Mark D. Hughes, CFA",0.7331391745913441,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2018 q2')",0.03333333507180214
12877,AIZ,2018 q2,4030,0.4660647517987836,"Mark D. Hughes, CFA",0.4660647517987836,male,SunTrust Robinson Humphrey Capital Markets,"('AIZ', '2018 q2')",0.0
12878,GL,2018 q2,4030,0.6815306721619085,"Mark D. Hughes, CFA",0.367031371709753,male,SunTrust Robinson Humphrey Capital Markets,"('GL', '2018 q2')",0.015772193670272827
12879,UNM,2018 q2,4030,0.2295164717866517,"Mark D. Hughes, CFA",0.0935817875997725,male,SunTrust Robinson Humphrey Capital Markets,"('UNM', '2018 q2')",0.0
12880,WLTW,2018 q2,4030,0.5993225325850873,"Mark D. Hughes, CFA",0.2849123930709595,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2018 q2')",0.0
12881,AFL,2018 q2,4030,0.3925427604646521,Nigel Dally,0.2124936372481844,male,Morgan Stanley,"('AFL', '2018 q2')",0.0
12882,MET,2018 q2,4030,0.4707939002503927,Nigel Dally,0.2480571931384636,male,Morgan Stanley,"('MET', '2018 q2')",0.031843241304159164
12883,PFG,2018 q2,4030,0.4939695267188885,Nigel Dally,0.2750109074585107,male,Morgan Stanley,"('PFG', '2018 q2')",0.0
12884,UNM,2018 q2,4030,0.2295164717866517,Nigel Dally,0.2414985109867648,male,Morgan Stanley,"('UNM', '2018 q2')",0.0
12885,AFL,2018 q2,4030,0.3925427604646521,"Jay H. Gelb, CFA",0.2227970463812734,male,Barclays,"('AFL', '2018 q2')",0.0
12886,AJG,2018 q2,4030,0.6227947935830467,"Jay H. Gelb, CFA",0.5367065809908822,male,Barclays,"('AJG', '2018 q2')",0.0
12887,ALL,2018 q2,4030,0.4602338850892244,"Jay H. Gelb, CFA",0.5617948822960359,male,Barclays,"('ALL', '2018 q2')",0.0
12888,AON,2018 q2,4030,0.632968724937766,"Jay H. Gelb, CFA",0.5366644208995409,male,Barclays,"('AON', '2018 q2')",0.0
12889,CB,2018 q2,4030,0.4208503348941325,"Jay H. Gelb, CFA",0.5330696520567427,male,Barclays,"('CB', '2018 q2')",0.0
12890,GL,2018 q2,4030,0.6815306721619085,"Jay H. Gelb, CFA",0.7207038296630128,male,Barclays,"('GL', '2018 q2')",0.0
12891,HIG,2018 q2,4030,0.2687325910006241,"Jay H. Gelb, CFA",0.2414580983362582,male,Barclays,"('HIG', '2018 q2')",0.0
12892,MMC,2018 q2,4030,0.6053204151398254,"Jay H. Gelb, CFA",0.3894594729610032,male,Barclays,"('MMC', '2018 q2')",0.0
12893,PGR,2018 q2,4030,0.4191564433857249,"Jay H. Gelb, CFA",0.1127506775330201,male,Barclays,"('PGR', '2018 q2')",0.0
12894,RE,2018 q2,4030,0.8642855954027198,"Jay H. Gelb, CFA",0.8341574221696652,male,Barclays,"('RE', '2018 q2')",0.0
12895,TRV,2018 q2,4030,0.431839872177318,"Jay H. Gelb, CFA",0.575744045083957,male,Barclays,"('TRV', '2018 q2')",0.0
12896,WLTW,2018 q2,4030,0.5993225325850873,"Jay H. Gelb, CFA",0.4517260411658962,male,Barclays,"('WLTW', '2018 q2')",0.0
12897,AFL,2018 q2,4030,0.3925427604646521,Ms. Catherine A. Seifert,0.3690767887484693,female,CFRA Equity Research,"('AFL', '2018 q2')",0.0
12898,AIG,2018 q2,4030,0.4445433583022097,Ms. Catherine A. Seifert,0.390701550131629,female,CFRA Equity Research,"('AIG', '2018 q2')",0.0
12899,AIZ,2018 q2,4030,0.4660647517987836,Ms. Catherine A. Seifert,0.4660647517987836,female,CFRA Equity Research,"('AIZ', '2018 q2')",0.0
12900,ALL,2018 q2,4030,0.4602338850892244,Ms. Catherine A. Seifert,0.4278417803507592,female,CFRA Equity Research,"('ALL', '2018 q2')",0.0
12901,AON,2018 q2,4030,0.632968724937766,Ms. Catherine A. Seifert,0.7994465321466165,female,CFRA Equity Research,"('AON', '2018 q2')",0.0
12902,CB,2018 q2,4030,0.4208503348941325,Ms. Catherine A. Seifert,0.4373231786195273,female,CFRA Equity Research,"('CB', '2018 q2')",0.0
12903,CINF,2018 q2,4030,0.5143422688878455,Ms. Catherine A. Seifert,0.4282846705417792,female,CFRA Equity Research,"('CINF', '2018 q2')",0.0
12904,GL,2018 q2,4030,0.6815306721619085,Ms. Catherine A. Seifert,0.5572509163019739,female,CFRA Equity Research,"('GL', '2018 q2')",0.0
12905,HIG,2018 q2,4030,0.2687325910006241,Ms. Catherine A. Seifert,0.3673039987652167,female,CFRA Equity Research,"('HIG', '2018 q2')",0.0
12906,L,2018 q2,4030,0.0,Ms. Catherine A. Seifert,,female,CFRA Equity Research,"('L', '2018 q2')",0.0
12907,LNC,2018 q2,4030,0.2468571643597275,Ms. Catherine A. Seifert,0.3352250395157051,female,CFRA Equity Research,"('LNC', '2018 q2')",0.0
12908,MET,2018 q2,4030,0.4707939002503927,Ms. Catherine A. Seifert,0.4932493597463729,female,CFRA Equity Research,"('MET', '2018 q2')",0.0
12909,MMC,2018 q2,4030,0.6053204151398254,Ms. Catherine A. Seifert,0.7198989968694403,female,CFRA Equity Research,"('MMC', '2018 q2')",0.0
12910,PFG,2018 q2,4030,0.4939695267188885,Ms. Catherine A. Seifert,0.4712766113196756,female,CFRA Equity Research,"('PFG', '2018 q2')",0.0
12911,PGR,2018 q2,4030,0.4191564433857249,Ms. Catherine A. Seifert,0.3825781483829467,female,CFRA Equity Research,"('PGR', '2018 q2')",0.0
12912,PRU,2018 q2,4030,0.1694083007539421,Ms. Catherine A. Seifert,0.1634982726676965,female,CFRA Equity Research,"('PRU', '2018 q2')",0.0
12913,RE,2018 q2,4030,0.8642855954027198,Ms. Catherine A. Seifert,0.676815016211915,female,CFRA Equity Research,"('RE', '2018 q2')",0.0
12914,TRV,2018 q2,4030,0.431839872177318,Ms. Catherine A. Seifert,0.3558164082793487,female,CFRA Equity Research,"('TRV', '2018 q2')",0.0
12915,UNM,2018 q2,4030,0.2295164717866517,Ms. Catherine A. Seifert,0.3716250399689643,female,CFRA Equity Research,"('UNM', '2018 q2')",0.0
12916,WLTW,2018 q2,4030,0.5993225325850873,Ms. Catherine A. Seifert,0.8233177670079768,female,CFRA Equity Research,"('WLTW', '2018 q2')",0.0
12917,WRB,2018 q2,4030,0.2655842975294111,Ms. Catherine A. Seifert,0.4289522384489963,female,CFRA Equity Research,"('WRB', '2018 q2')",0.0
12918,AFL,2018 q2,4030,0.3925427604646521,Mr. John B. Barnidge,0.2182023464599236,male,Sandler O'Neill & Partners,"('AFL', '2018 q2')",0.0
12919,LNC,2018 q2,4030,0.2468571643597275,Mr. John B. Barnidge,0.193376051626906,male,Sandler O'Neill & Partners,"('LNC', '2018 q2')",0.011538085527718067
12920,MET,2018 q2,4030,0.4707939002503927,Mr. John B. Barnidge,0.238698684612124,male,Sandler O'Neill & Partners,"('MET', '2018 q2')",0.0
12921,PFG,2018 q2,4030,0.4939695267188885,Mr. John B. Barnidge,0.2189068603012059,male,Sandler O'Neill & Partners,"('PFG', '2018 q2')",0.0
12922,PRU,2018 q2,4030,0.1694083007539421,Mr. John B. Barnidge,0.1355971082209446,male,Sandler O'Neill & Partners,"('PRU', '2018 q2')",0.0
12923,AFL,2018 q2,4030,0.3925427604646521,Mr. Andrew S. Kligerman,0.1975558836757123,male,Credit Suisse,"('AFL', '2018 q2')",0.0
12924,MET,2018 q2,4030,0.4707939002503927,Mr. Andrew S. Kligerman,0.422019327567496,male,Credit Suisse,"('MET', '2018 q2')",0.0
12925,PFG,2018 q2,4030,0.4939695267188885,Mr. Andrew S. Kligerman,0.2816021303434921,male,Credit Suisse,"('PFG', '2018 q2')",0.0
12926,AFL,2018 q2,4030,0.3925427604646521,"Mark A. Dwelle, CFA",0.1616268687333847,male,RBC Capital Markets,"('AFL', '2018 q2')",0.0
12927,AIG,2018 q2,4030,0.4445433583022097,"Mark A. Dwelle, CFA",0.7529717660576846,male,RBC Capital Markets,"('AIG', '2018 q2')",0.03333333507180214
12928,AJG,2018 q2,4030,0.6227947935830467,"Mark A. Dwelle, CFA",0.3076810098822882,male,RBC Capital Markets,"('AJG', '2018 q2')",0.0
12929,AON,2018 q2,4030,0.632968724937766,"Mark A. Dwelle, CFA",0.5070084424521873,male,RBC Capital Markets,"('AON', '2018 q2')",0.0
12930,CINF,2018 q2,4030,0.5143422688878455,"Mark A. Dwelle, CFA",0.2504637731162944,male,RBC Capital Markets,"('CINF', '2018 q2')",0.0
12931,HIG,2018 q2,4030,0.2687325910006241,"Mark A. Dwelle, CFA",0.1467248571198416,male,RBC Capital Markets,"('HIG', '2018 q2')",0.0
12932,LNC,2018 q2,4030,0.2468571643597275,"Mark A. Dwelle, CFA",0.1372570650731878,male,RBC Capital Markets,"('LNC', '2018 q2')",0.013368689455091953
12933,MET,2018 q2,4030,0.4707939002503927,"Mark A. Dwelle, CFA",0.1400584083810087,male,RBC Capital Markets,"('MET', '2018 q2')",0.010523859411478043
12934,MMC,2018 q2,4030,0.6053204151398254,"Mark A. Dwelle, CFA",0.6821408075446128,male,RBC Capital Markets,"('MMC', '2018 q2')",0.03333333507180214
12935,PFG,2018 q2,4030,0.4939695267188885,"Mark A. Dwelle, CFA",0.1962773048768207,male,RBC Capital Markets,"('PFG', '2018 q2')",0.0
12936,PRU,2018 q2,4030,0.1694083007539421,"Mark A. Dwelle, CFA",0.0768101702303063,male,RBC Capital Markets,"('PRU', '2018 q2')",0.0
12937,TRV,2018 q2,4030,0.431839872177318,"Mark A. Dwelle, CFA",0.1301829491510197,male,RBC Capital Markets,"('TRV', '2018 q2')",0.0
12938,UNM,2018 q2,4030,0.2295164717866517,"Mark A. Dwelle, CFA",0.0761567022973188,male,RBC Capital Markets,"('UNM', '2018 q2')",0.0
12939,WRB,2018 q2,4030,0.2655842975294111,"Mark A. Dwelle, CFA",0.1233869672944782,male,RBC Capital Markets,"('WRB', '2018 q2')",0.0
12940,AFL,2018 q2,4030,0.3925427604646521,Jay A. A. Cohen,0.1941401576270275,male,BofA Global Research,"('AFL', '2018 q2')",0.0
12941,AIG,2018 q2,4030,0.4445433583022097,Jay A. A. Cohen,0.2037151082491686,male,BofA Global Research,"('AIG', '2018 q2')",0.0
12942,AON,2018 q2,4030,0.632968724937766,Jay A. A. Cohen,0.3425523960196892,male,BofA Global Research,"('AON', '2018 q2')",0.0
12943,CB,2018 q2,4030,0.4208503348941325,Jay A. A. Cohen,0.2151055767153142,male,BofA Global Research,"('CB', '2018 q2')",0.0
12944,HIG,2018 q2,4030,0.2687325910006241,Jay A. A. Cohen,0.115276891690059,male,BofA Global Research,"('HIG', '2018 q2')",0.0
12945,LNC,2018 q2,4030,0.2468571643597275,Jay A. A. Cohen,0.1892766433396346,male,BofA Global Research,"('LNC', '2018 q2')",0.0
12946,MET,2018 q2,4030,0.4707939002503927,Jay A. A. Cohen,0.1988606295526405,male,BofA Global Research,"('MET', '2018 q2')",0.0
12947,MMC,2018 q2,4030,0.6053204151398254,Jay A. A. Cohen,0.2762501673890549,male,BofA Global Research,"('MMC', '2018 q2')",0.0
12948,PFG,2018 q2,4030,0.4939695267188885,Jay A. A. Cohen,0.3156892507264414,male,BofA Global Research,"('PFG', '2018 q2')",0.0
12949,PRU,2018 q2,4030,0.1694083007539421,Jay A. A. Cohen,0.2164493055667424,male,BofA Global Research,"('PRU', '2018 q2')",0.0
12950,TRV,2018 q2,4030,0.431839872177318,Jay A. A. Cohen,0.1236207453466575,male,BofA Global Research,"('TRV', '2018 q2')",0.0
12951,UNM,2018 q2,4030,0.2295164717866517,Jay A. A. Cohen,0.1719202829583755,male,BofA Global Research,"('UNM', '2018 q2')",0.019915953278541565
12952,WLTW,2018 q2,4030,0.5993225325850873,Jay A. A. Cohen,0.2471492643413295,male,BofA Global Research,"('WLTW', '2018 q2')",0.0
12953,WRB,2018 q2,4030,0.2655842975294111,Jay A. A. Cohen,0.1352420475404099,male,BofA Global Research,"('WRB', '2018 q2')",0.0
12954,AIG,2018 q2,4030,0.4445433583022097,Mr. Joshua D. Shanker,0.3098502790763722,male,Deutsche Bank,"('AIG', '2018 q2')",0.0
12955,AJG,2018 q2,4030,0.6227947935830467,Mr. Joshua D. Shanker,0.9379422050810486,male,Deutsche Bank,"('AJG', '2018 q2')",0.0
12956,HIG,2018 q2,4030,0.2687325910006241,Mr. Joshua D. Shanker,0.227121883677236,male,Deutsche Bank,"('HIG', '2018 q2')",0.0
12957,TRV,2018 q2,4030,0.431839872177318,Mr. Joshua D. Shanker,0.9356325539001054,male,Deutsche Bank,"('TRV', '2018 q2')",0.0
12958,AIG,2018 q2,4030,0.4445433583022097,Mr. Thomas Gallagher,0.2142053302681248,male,EVERCORE ISI,"('AIG', '2018 q2')",0.015277733094990253
12959,GL,2018 q2,4030,0.6815306721619085,Mr. Thomas Gallagher,0.4242004102019253,male,EVERCORE ISI,"('GL', '2018 q2')",0.0
12960,PFG,2018 q2,4030,0.4939695267188885,Mr. Thomas Gallagher,0.2257651483885653,male,EVERCORE ISI,"('PFG', '2018 q2')",0.0
12961,PRU,2018 q2,4030,0.1694083007539421,Mr. Thomas Gallagher,0.0896497053457604,male,EVERCORE ISI,"('PRU', '2018 q2')",0.0
12962,UNM,2018 q2,4030,0.2295164717866517,Mr. Thomas Gallagher,0.1018071300561408,male,EVERCORE ISI,"('UNM', '2018 q2')",0.0
12963,AIG,2018 q2,4030,0.4445433583022097,"Paul Newsome, CFA",0.2007222214002217,male,Sandler O'Neill & Partners,"('AIG', '2018 q2')",0.015585857443511486
12964,AJG,2018 q2,4030,0.6227947935830467,"Paul Newsome, CFA",0.4983674483609925,male,Sandler O'Neill & Partners,"('AJG', '2018 q2')",0.0
12965,ALL,2018 q2,4030,0.4602338850892244,"Paul Newsome, CFA",0.3000570738956237,male,Sandler O'Neill & Partners,"('ALL', '2018 q2')",0.0
12966,AON,2018 q2,4030,0.632968724937766,"Paul Newsome, CFA",0.5973041974527947,male,Sandler O'Neill & Partners,"('AON', '2018 q2')",0.0
12967,CB,2018 q2,4030,0.4208503348941325,"Paul Newsome, CFA",0.3018255391832064,male,Sandler O'Neill & Partners,"('CB', '2018 q2')",0.0
12968,CINF,2018 q2,4030,0.5143422688878455,"Paul Newsome, CFA",0.2583079763292653,male,Sandler O'Neill & Partners,"('CINF', '2018 q2')",0.0
12969,MMC,2018 q2,4030,0.6053204151398254,"Paul Newsome, CFA",0.5015850037608255,male,Sandler O'Neill & Partners,"('MMC', '2018 q2')",0.0
12970,PGR,2018 q2,4030,0.4191564433857249,"Paul Newsome, CFA",0.1405735154019947,male,Sandler O'Neill & Partners,"('PGR', '2018 q2')",0.0
12971,TRV,2018 q2,4030,0.431839872177318,"Paul Newsome, CFA",0.129824939541207,male,Sandler O'Neill & Partners,"('TRV', '2018 q2')",0.008623789064586163
12972,WLTW,2018 q2,4030,0.5993225325850873,"Paul Newsome, CFA",0.4027789156170399,male,Sandler O'Neill & Partners,"('WLTW', '2018 q2')",0.0
12973,AIG,2018 q2,4030,0.4445433583022097,Kai Pan,0.3368234895992233,male,Morgan Stanley,"('AIG', '2018 q2')",0.0
12974,PGR,2018 q2,4030,0.4191564433857249,Kai Pan,0.220494854639118,male,Morgan Stanley,"('PGR', '2018 q2')",0.03160526603460312
12975,RE,2018 q2,4030,0.8642855954027198,Kai Pan,0.9340709962450652,male,Morgan Stanley,"('RE', '2018 q2')",0.0
12976,TRV,2018 q2,4030,0.431839872177318,Kai Pan,0.1951482219604242,male,Morgan Stanley,"('TRV', '2018 q2')",0.0
12977,WLTW,2018 q2,4030,0.5993225325850873,Kai Pan,0.5210042222236877,male,Morgan Stanley,"('WLTW', '2018 q2')",0.0
12978,WRB,2018 q2,4030,0.2655842975294111,Kai Pan,0.1994804953890755,male,Morgan Stanley,"('WRB', '2018 q2')",0.0
12979,AJG,2018 q2,4030,0.6227947935830467,Jack Hampson,0.7426991849211958,male,CFRA Equity Research,"('AJG', '2018 q2')",0.0
12980,AJG,2018 q2,4030,0.6227947935830467,Alison M. Jacobowitz,0.2588841784775195,female,BofA Global Research,"('AJG', '2018 q2')",0.0
12981,ALL,2018 q2,4030,0.4602338850892244,Alison M. Jacobowitz,0.2044205220636221,female,BofA Global Research,"('ALL', '2018 q2')",0.015182618517428637
12982,PGR,2018 q2,4030,0.4191564433857249,Alison M. Jacobowitz,0.288763799234701,female,BofA Global Research,"('PGR', '2018 q2')",0.0
12983,AJG,2018 q2,4030,0.6227947935830467,"Adam Klauber, CFA",0.2890570427855478,male,William Blair & Company,"('AJG', '2018 q2')",0.0
12984,PGR,2018 q2,4030,0.4191564433857249,"Adam Klauber, CFA",0.1288675303546735,male,William Blair & Company,"('PGR', '2018 q2')",0.0
12985,TRV,2018 q2,4030,0.431839872177318,"Adam Klauber, CFA",0.1468423905822559,male,William Blair & Company,"('TRV', '2018 q2')",0.01980956271290779
12986,ALL,2018 q2,4030,0.4602338850892244,Harry Fong,0.4521574022701273,male,MKM Partners,"('ALL', '2018 q2')",0.0
12987,CINF,2018 q2,4030,0.5143422688878455,Harry Fong,0.2392012415136294,male,MKM Partners,"('CINF', '2018 q2')",0.0
12988,MMC,2018 q2,4030,0.6053204151398254,Harry Fong,0.44781701262465,male,MKM Partners,"('MMC', '2018 q2')",0.034447938203811646
12989,PGR,2018 q2,4030,0.4191564433857249,Harry Fong,0.1853733964489886,male,MKM Partners,"('PGR', '2018 q2')",0.003714378302296003
12990,TRV,2018 q2,4030,0.431839872177318,Harry Fong,0.1865952745400075,male,MKM Partners,"('TRV', '2018 q2')",0.047158719040453434
12991,WLTW,2018 q2,4030,0.5993225325850873,Harry Fong,0.476509585528135,male,MKM Partners,"('WLTW', '2018 q2')",0.028113538399338722
12992,CINF,2018 q2,4030,0.5143422688878455,SADIF Research,0.9856038163578104,Not a person,Sadif Analytics Prime,"('CINF', '2018 q2')",0.9645820260047913
12993,GL,2018 q2,4030,0.6815306721619085,SADIF Research,0.9620201833173804,Not a person,Sadif Analytics Prime,"('GL', '2018 q2')",0.9339765906333923
12994,MET,2018 q2,4030,0.4707939002503927,SADIF Research,0.9486557305063807,Not a person,Sadif Analytics Prime,"('MET', '2018 q2')",0.938868522644043
12995,PFG,2018 q2,4030,0.4939695267188885,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PFG', '2018 q2')",0.9627330303192139
12996,PGR,2018 q2,4030,0.4191564433857249,SADIF Research,0.9887276314558788,Not a person,Sadif Analytics Prime,"('PGR', '2018 q2')",0.9654466509819031
12997,RE,2018 q2,4030,0.8642855954027198,SADIF Research,0.98910545933941,Not a person,Sadif Analytics Prime,"('RE', '2018 q2')",0.9623225331306458
12998,MET,2018 q2,4030,0.4707939002503927,"Jimmy S. Bhullar, CFA",0.1274874957444215,male,JPMorgan,"('MET', '2018 q2')",0.0
12999,MMC,2018 q2,4030,0.6053204151398254,"David Styblo, CFA",0.4463390556322111,male,Jefferies,"('MMC', '2018 q2')",0.0
13000,WLTW,2018 q2,4030,0.5993225325850873,"David Styblo, CFA",0.5845893893238018,male,Jefferies,"('WLTW', '2018 q2')",0.0
13001,RE,2018 q2,4030,0.8642855954027198,Mr. William M. Wilt,0.6558049620469862,male,Gordon Haskett,"('RE', '2018 q2')",0.0
13002,WRB,2018 q2,4030,0.2655842975294111,Mr. Robert E. Farnam,0.1947528484173845,male,"Boenning & Scattergood, Inc","('WRB', '2018 q2')",0.0
13003,AFL,2018 q3,4030,0.5552763767110128,"Mark A. Dwelle, CFA",0.7298555454897531,male,RBC Capital Markets,"('AFL', '2018 q3')",0.03333333507180214
13004,AIG,2018 q3,4030,0.4714132720239006,"Mark A. Dwelle, CFA",0.1511137329397717,male,RBC Capital Markets,"('AIG', '2018 q3')",0.0
13005,AJG,2018 q3,4030,0.5059201325055155,"Mark A. Dwelle, CFA",0.2070230290031766,male,RBC Capital Markets,"('AJG', '2018 q3')",0.0
13006,AON,2018 q3,4030,0.7005064863657462,"Mark A. Dwelle, CFA",0.4564894110939374,male,RBC Capital Markets,"('AON', '2018 q3')",0.0
13007,CINF,2018 q3,4030,0.5778698926171499,"Mark A. Dwelle, CFA",0.3062136192007031,male,RBC Capital Markets,"('CINF', '2018 q3')",0.0
13008,HIG,2018 q3,4030,0.446332393847462,"Mark A. Dwelle, CFA",0.134733899317885,male,RBC Capital Markets,"('HIG', '2018 q3')",0.0
13009,LNC,2018 q3,4030,0.4038458714094785,"Mark A. Dwelle, CFA",0.1395764785310544,male,RBC Capital Markets,"('LNC', '2018 q3')",0.024904901161789894
13010,MET,2018 q3,4030,0.4494709468952257,"Mark A. Dwelle, CFA",0.1248275704324562,male,RBC Capital Markets,"('MET', '2018 q3')",0.0
13011,MMC,2018 q3,4030,0.5579986135225332,"Mark A. Dwelle, CFA",0.2262077068900184,male,RBC Capital Markets,"('MMC', '2018 q3')",0.0
13012,PFG,2018 q3,4030,0.4502362930116756,"Mark A. Dwelle, CFA",0.2376405206305543,male,RBC Capital Markets,"('PFG', '2018 q3')",0.0
13013,PRU,2018 q3,4030,0.3407458063426298,"Mark A. Dwelle, CFA",0.1783311741564225,male,RBC Capital Markets,"('PRU', '2018 q3')",0.012001287192106247
13014,TRV,2018 q3,4030,0.3693545608607704,"Mark A. Dwelle, CFA",0.1183005280923783,male,RBC Capital Markets,"('TRV', '2018 q3')",0.0
13015,UNM,2018 q3,4030,0.2785714256436157,"Mark A. Dwelle, CFA",0.0848645574601895,male,RBC Capital Markets,"('UNM', '2018 q3')",0.0
13016,WRB,2018 q3,4030,0.5003767849310747,"Mark A. Dwelle, CFA",0.2011756522327049,male,RBC Capital Markets,"('WRB', '2018 q3')",0.0
13017,AFL,2018 q3,4030,0.5552763767110128,Mr. John B. Barnidge,0.2385385556717671,male,Sandler O'Neill & Partners,"('AFL', '2018 q3')",0.0
13018,LNC,2018 q3,4030,0.4038458714094785,Mr. John B. Barnidge,0.1587824672990962,male,Sandler O'Neill & Partners,"('LNC', '2018 q3')",0.0
13019,MET,2018 q3,4030,0.4494709468952257,Mr. John B. Barnidge,0.2321035420585007,male,Sandler O'Neill & Partners,"('MET', '2018 q3')",0.0
13020,PFG,2018 q3,4030,0.4502362930116756,Mr. John B. Barnidge,0.2535196295750959,male,Sandler O'Neill & Partners,"('PFG', '2018 q3')",0.0
13021,PRU,2018 q3,4030,0.3407458063426298,Mr. John B. Barnidge,0.1817241432750189,male,Sandler O'Neill & Partners,"('PRU', '2018 q3')",0.0
13022,AFL,2018 q3,4030,0.5552763767110128,Mr. Andrew S. Kligerman,0.2520805444472496,male,Credit Suisse,"('AFL', '2018 q3')",0.0
13023,LNC,2018 q3,4030,0.4038458714094785,Mr. Andrew S. Kligerman,0.1333082668649506,male,Credit Suisse,"('LNC', '2018 q3')",0.0
13024,MET,2018 q3,4030,0.4494709468952257,Mr. Andrew S. Kligerman,0.4526221208836427,male,Credit Suisse,"('MET', '2018 q3')",0.0
13025,PFG,2018 q3,4030,0.4502362930116756,Mr. Andrew S. Kligerman,0.5496076538349489,male,Credit Suisse,"('PFG', '2018 q3')",0.0
13026,PRU,2018 q3,4030,0.3407458063426298,Mr. Andrew S. Kligerman,0.3927251145810871,male,Credit Suisse,"('PRU', '2018 q3')",0.0
13027,AFL,2018 q3,4030,0.5552763767110128,Nigel Dally,0.2859691237844023,male,Morgan Stanley,"('AFL', '2018 q3')",0.003493526577949524
13028,GL,2018 q3,4030,0.3546343816749777,Nigel Dally,0.2978603905404217,male,Morgan Stanley,"('GL', '2018 q3')",0.0
13029,LNC,2018 q3,4030,0.4038458714094785,Nigel Dally,0.1890033452500503,male,Morgan Stanley,"('LNC', '2018 q3')",0.0
13030,MET,2018 q3,4030,0.4494709468952257,Nigel Dally,0.2978685330947109,male,Morgan Stanley,"('MET', '2018 q3')",0.025554213672876358
13031,PFG,2018 q3,4030,0.4502362930116756,Nigel Dally,0.3110529278781151,male,Morgan Stanley,"('PFG', '2018 q3')",0.0
13032,UNM,2018 q3,4030,0.2785714256436157,Nigel Dally,0.2202440419793416,male,Morgan Stanley,"('UNM', '2018 q3')",0.011923087760806084
13033,AFL,2018 q3,4030,0.5552763767110128,Ms. Catherine A. Seifert,0.3946426295567354,female,CFRA Equity Research,"('AFL', '2018 q3')",0.0
13034,AIG,2018 q3,4030,0.4714132720239006,Ms. Catherine A. Seifert,0.3893908865907775,female,CFRA Equity Research,"('AIG', '2018 q3')",0.0
13035,AIZ,2018 q3,4030,0.4330204131369159,Ms. Catherine A. Seifert,0.5166640487628498,female,CFRA Equity Research,"('AIZ', '2018 q3')",0.0
13036,AJG,2018 q3,4030,0.5059201325055155,Ms. Catherine A. Seifert,0.5817354708034639,female,CFRA Equity Research,"('AJG', '2018 q3')",0.0
13037,ALL,2018 q3,4030,0.5972054033031324,Ms. Catherine A. Seifert,0.4044993110714688,female,CFRA Equity Research,"('ALL', '2018 q3')",0.0
13038,AON,2018 q3,4030,0.7005064863657462,Ms. Catherine A. Seifert,0.8343978670450938,female,CFRA Equity Research,"('AON', '2018 q3')",0.0
13039,CINF,2018 q3,4030,0.5778698926171499,Ms. Catherine A. Seifert,0.4667247528816655,female,CFRA Equity Research,"('CINF', '2018 q3')",0.0
13040,GL,2018 q3,4030,0.3546343816749777,Ms. Catherine A. Seifert,0.4479100150924465,female,CFRA Equity Research,"('GL', '2018 q3')",0.0
13041,HIG,2018 q3,4030,0.446332393847462,Ms. Catherine A. Seifert,0.3796806077126524,female,CFRA Equity Research,"('HIG', '2018 q3')",0.0
13042,L,2018 q3,4030,0.9960513468451448,Ms. Catherine A. Seifert,0.993259227422793,female,CFRA Equity Research,"('L', '2018 q3')",0.0
13043,LNC,2018 q3,4030,0.4038458714094785,Ms. Catherine A. Seifert,0.3989592001574214,female,CFRA Equity Research,"('LNC', '2018 q3')",0.0
13044,MET,2018 q3,4030,0.4494709468952257,Ms. Catherine A. Seifert,0.5112779256332134,female,CFRA Equity Research,"('MET', '2018 q3')",0.0
13045,MMC,2018 q3,4030,0.5579986135225332,Ms. Catherine A. Seifert,0.7105648134132447,female,CFRA Equity Research,"('MMC', '2018 q3')",0.0
13046,PFG,2018 q3,4030,0.4502362930116756,Ms. Catherine A. Seifert,0.4699899705042837,female,CFRA Equity Research,"('PFG', '2018 q3')",0.0
13047,PGR,2018 q3,4030,0.3580904269362632,Ms. Catherine A. Seifert,0.3369816815532433,female,CFRA Equity Research,"('PGR', '2018 q3')",0.0
13048,PRU,2018 q3,4030,0.3407458063426298,Ms. Catherine A. Seifert,0.3800458731787971,female,CFRA Equity Research,"('PRU', '2018 q3')",0.0
13049,RE,2018 q3,4030,0.8257728489881139,Ms. Catherine A. Seifert,0.6899640448055997,female,CFRA Equity Research,"('RE', '2018 q3')",0.0
13050,TRV,2018 q3,4030,0.3693545608607704,Ms. Catherine A. Seifert,0.3605929433909467,female,CFRA Equity Research,"('TRV', '2018 q3')",0.0
13051,UNM,2018 q3,4030,0.2785714256436157,Ms. Catherine A. Seifert,0.4064329296044541,female,CFRA Equity Research,"('UNM', '2018 q3')",0.0
13052,WLTW,2018 q3,4030,0.7260386033535566,Ms. Catherine A. Seifert,0.7767414537570839,female,CFRA Equity Research,"('WLTW', '2018 q3')",0.0
13053,WRB,2018 q3,4030,0.5003767849310747,Ms. Catherine A. Seifert,0.4669467190058907,female,CFRA Equity Research,"('WRB', '2018 q3')",0.0
13054,AFL,2018 q3,4030,0.5552763767110128,Jay A. A. Cohen,0.2932985094946546,male,BofA Global Research,"('AFL', '2018 q3')",0.006583564914762974
13055,AIG,2018 q3,4030,0.4714132720239006,Jay A. A. Cohen,0.1823871414186537,male,BofA Global Research,"('AIG', '2018 q3')",0.0
13056,GL,2018 q3,4030,0.3546343816749777,Jay A. A. Cohen,0.1411289762401127,male,BofA Global Research,"('GL', '2018 q3')",0.0
13057,HIG,2018 q3,4030,0.446332393847462,Jay A. A. Cohen,0.1909463578778661,male,BofA Global Research,"('HIG', '2018 q3')",0.0
13058,LNC,2018 q3,4030,0.4038458714094785,Jay A. A. Cohen,0.3002438697700377,male,BofA Global Research,"('LNC', '2018 q3')",0.0
13059,MET,2018 q3,4030,0.4494709468952257,Jay A. A. Cohen,0.2551778622247879,male,BofA Global Research,"('MET', '2018 q3')",0.02338508330285549
13060,MMC,2018 q3,4030,0.5579986135225332,Jay A. A. Cohen,0.2600769360288158,male,BofA Global Research,"('MMC', '2018 q3')",0.0
13061,PFG,2018 q3,4030,0.4502362930116756,Jay A. A. Cohen,0.3665790650048185,male,BofA Global Research,"('PFG', '2018 q3')",0.0
13062,PRU,2018 q3,4030,0.3407458063426298,Jay A. A. Cohen,0.2803877870165404,male,BofA Global Research,"('PRU', '2018 q3')",0.0
13063,TRV,2018 q3,4030,0.3693545608607704,Jay A. A. Cohen,0.0978944908381839,male,BofA Global Research,"('TRV', '2018 q3')",0.0
13064,UNM,2018 q3,4030,0.2785714256436157,Jay A. A. Cohen,0.2033091032828939,male,BofA Global Research,"('UNM', '2018 q3')",0.0
13065,WLTW,2018 q3,4030,0.7260386033535566,Jay A. A. Cohen,0.3993431687120761,male,BofA Global Research,"('WLTW', '2018 q3')",0.0
13066,WRB,2018 q3,4030,0.5003767849310747,Jay A. A. Cohen,0.1948578948437949,male,BofA Global Research,"('WRB', '2018 q3')",0.0
13067,AFL,2018 q3,4030,0.5552763767110128,SADIF Research,0.9666007782272884,Not a person,Sadif Analytics Prime,"('AFL', '2018 q3')",0.9680949449539185
13068,ALL,2018 q3,4030,0.5972054033031324,SADIF Research,0.9949724467677376,Not a person,Sadif Analytics Prime,"('ALL', '2018 q3')",0.9718143343925476
13069,CINF,2018 q3,4030,0.5778698926171499,SADIF Research,0.9862453362067491,Not a person,Sadif Analytics Prime,"('CINF', '2018 q3')",0.9644918441772461
13070,HIG,2018 q3,4030,0.446332393847462,SADIF Research,0.9631424165892368,Not a person,Sadif Analytics Prime,"('HIG', '2018 q3')",0.9296907186508179
13071,L,2018 q3,4030,0.9960513468451448,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('L', '2018 q3')",0.9789243936538696
13072,AFL,2018 q3,4030,0.5552763767110128,"Mark D. Hughes, CFA",0.2776152182895417,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2018 q3')",0.0
13073,AIZ,2018 q3,4030,0.4330204131369159,"Mark D. Hughes, CFA",0.3633015577806771,male,SunTrust Robinson Humphrey Capital Markets,"('AIZ', '2018 q3')",0.0
13074,AJG,2018 q3,4030,0.5059201325055155,"Mark D. Hughes, CFA",0.3155006621555606,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2018 q3')",0.0
13075,GL,2018 q3,4030,0.3546343816749777,"Mark D. Hughes, CFA",0.1971279051692879,male,SunTrust Robinson Humphrey Capital Markets,"('GL', '2018 q3')",0.017121832817792892
13076,UNM,2018 q3,4030,0.2785714256436157,"Mark D. Hughes, CFA",0.1155698375591207,male,SunTrust Robinson Humphrey Capital Markets,"('UNM', '2018 q3')",0.0
13077,WLTW,2018 q3,4030,0.7260386033535566,"Mark D. Hughes, CFA",0.660285422131329,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2018 q3')",0.03333333507180214
13078,AIG,2018 q3,4030,0.4714132720239006,"Paul Newsome, CFA",0.3359944329813594,male,Sandler O'Neill & Partners,"('AIG', '2018 q3')",0.0
13079,AJG,2018 q3,4030,0.5059201325055155,"Paul Newsome, CFA",0.403521015546907,male,Sandler O'Neill & Partners,"('AJG', '2018 q3')",0.0
13080,ALL,2018 q3,4030,0.5972054033031324,"Paul Newsome, CFA",0.1961472475060005,male,Sandler O'Neill & Partners,"('ALL', '2018 q3')",0.0
13081,AON,2018 q3,4030,0.7005064863657462,"Paul Newsome, CFA",0.5664744171509865,male,Sandler O'Neill & Partners,"('AON', '2018 q3')",0.0
13082,CINF,2018 q3,4030,0.5778698926171499,"Paul Newsome, CFA",0.3016881349868366,male,Sandler O'Neill & Partners,"('CINF', '2018 q3')",0.0
13083,HIG,2018 q3,4030,0.446332393847462,"Paul Newsome, CFA",0.1644446452298993,male,Sandler O'Neill & Partners,"('HIG', '2018 q3')",0.0
13084,MMC,2018 q3,4030,0.5579986135225332,"Paul Newsome, CFA",0.294984688075577,male,Sandler O'Neill & Partners,"('MMC', '2018 q3')",0.0
13085,PGR,2018 q3,4030,0.3580904269362632,"Paul Newsome, CFA",0.1279233870751502,male,Sandler O'Neill & Partners,"('PGR', '2018 q3')",0.0
13086,TRV,2018 q3,4030,0.3693545608607704,"Paul Newsome, CFA",0.114296647661471,male,Sandler O'Neill & Partners,"('TRV', '2018 q3')",0.012020014226436615
13087,WLTW,2018 q3,4030,0.7260386033535566,"Paul Newsome, CFA",0.513283201197435,male,Sandler O'Neill & Partners,"('WLTW', '2018 q3')",0.0
13088,AIG,2018 q3,4030,0.4714132720239006,Mr. Joshua D. Shanker,0.8305893389910671,male,Deutsche Bank,"('AIG', '2018 q3')",0.0
13089,ALL,2018 q3,4030,0.5972054033031324,Mr. Joshua D. Shanker,0.9060660427805936,male,Deutsche Bank,"('ALL', '2018 q3')",0.0
13090,CB,2018 q3,4030,0.0,Mr. Joshua D. Shanker,,male,Deutsche Bank,"('CB', '2018 q3')",0.006574614439159632
13091,HIG,2018 q3,4030,0.446332393847462,Mr. Joshua D. Shanker,0.4309535228368303,male,Deutsche Bank,"('HIG', '2018 q3')",0.01227425318211317
13092,L,2018 q3,4030,0.9960513468451448,Mr. Joshua D. Shanker,0.993259227422793,male,Deutsche Bank,"('L', '2018 q3')",0.0
13093,RE,2018 q3,4030,0.8257728489881139,Mr. Joshua D. Shanker,0.8905998324039521,male,Deutsche Bank,"('RE', '2018 q3')",0.0
13094,WRB,2018 q3,4030,0.5003767849310747,Mr. Joshua D. Shanker,0.8914140019454069,male,Deutsche Bank,"('WRB', '2018 q3')",0.0
13095,AIG,2018 q3,4030,0.4714132720239006,Mr. Brett Horn,0.4543527602063629,male,"Morningstar, Inc.","('AIG', '2018 q3')",0.0
13096,ALL,2018 q3,4030,0.5972054033031324,Mr. Brett Horn,0.5681475487478298,male,"Morningstar, Inc.","('ALL', '2018 q3')",0.01726094027981162
13097,MMC,2018 q3,4030,0.5579986135225332,Mr. Brett Horn,0.7113310382258418,male,"Morningstar, Inc.","('MMC', '2018 q3')",0.0
13098,PGR,2018 q3,4030,0.3580904269362632,Mr. Brett Horn,0.5466798492178367,male,"Morningstar, Inc.","('PGR', '2018 q3')",0.0
13099,TRV,2018 q3,4030,0.3693545608607704,Mr. Brett Horn,0.5067010338099822,male,"Morningstar, Inc.","('TRV', '2018 q3')",0.0
13100,WLTW,2018 q3,4030,0.7260386033535566,Mr. Brett Horn,0.791820996733181,male,"Morningstar, Inc.","('WLTW', '2018 q3')",0.0
13101,WRB,2018 q3,4030,0.5003767849310747,Mr. Brett Horn,0.5169108346551533,male,"Morningstar, Inc.","('WRB', '2018 q3')",0.0
13102,AIG,2018 q3,4030,0.4714132720239006,"Jay H. Gelb, CFA",0.2881816644588292,male,Barclays,"('AIG', '2018 q3')",0.0
13103,AON,2018 q3,4030,0.7005064863657462,"Jay H. Gelb, CFA",0.768431329929997,male,Barclays,"('AON', '2018 q3')",0.0
13104,GL,2018 q3,4030,0.3546343816749777,"Jay H. Gelb, CFA",0.3856819281437122,male,Barclays,"('GL', '2018 q3')",0.0
13105,MMC,2018 q3,4030,0.5579986135225332,"Jay H. Gelb, CFA",0.5364303197207033,male,Barclays,"('MMC', '2018 q3')",0.0
13106,PGR,2018 q3,4030,0.3580904269362632,"Jay H. Gelb, CFA",0.0967745475036255,male,Barclays,"('PGR', '2018 q3')",0.0
13107,RE,2018 q3,4030,0.8257728489881139,"Jay H. Gelb, CFA",0.7229140786994808,male,Barclays,"('RE', '2018 q3')",0.0
13108,TRV,2018 q3,4030,0.3693545608607704,"Jay H. Gelb, CFA",0.574576343829477,male,Barclays,"('TRV', '2018 q3')",0.0
13109,WLTW,2018 q3,4030,0.7260386033535566,"Jay H. Gelb, CFA",0.5869640572999816,male,Barclays,"('WLTW', '2018 q3')",0.0
13110,AIG,2018 q3,4030,0.4714132720239006,Mr. Thomas Gallagher,0.2120652487982312,male,EVERCORE ISI,"('AIG', '2018 q3')",0.0
13111,HIG,2018 q3,4030,0.446332393847462,Mr. Thomas Gallagher,0.21097040506865,male,EVERCORE ISI,"('HIG', '2018 q3')",0.0
13112,LNC,2018 q3,4030,0.4038458714094785,Mr. Thomas Gallagher,0.1898640276714973,male,EVERCORE ISI,"('LNC', '2018 q3')",0.0
13113,MET,2018 q3,4030,0.4494709468952257,Mr. Thomas Gallagher,0.313106571049945,male,EVERCORE ISI,"('MET', '2018 q3')",0.0
13114,UNM,2018 q3,4030,0.2785714256436157,Mr. Thomas Gallagher,0.2670602398573009,male,EVERCORE ISI,"('UNM', '2018 q3')",0.0
13115,AIZ,2018 q3,4030,0.4330204131369159,Kai Pan,0.3407124965015506,male,Morgan Stanley,"('AIZ', '2018 q3')",0.0
13116,AJG,2018 q3,4030,0.5059201325055155,Kai Pan,0.2904475030563477,male,Morgan Stanley,"('AJG', '2018 q3')",0.0
13117,MMC,2018 q3,4030,0.5579986135225332,Kai Pan,0.3438023783301736,male,Morgan Stanley,"('MMC', '2018 q3')",0.0
13118,PGR,2018 q3,4030,0.3580904269362632,Kai Pan,0.3339565451480459,male,Morgan Stanley,"('PGR', '2018 q3')",0.0
13119,RE,2018 q3,4030,0.8257728489881139,Kai Pan,0.853878639255526,male,Morgan Stanley,"('RE', '2018 q3')",0.0
13120,TRV,2018 q3,4030,0.3693545608607704,Kai Pan,0.2207234196991589,male,Morgan Stanley,"('TRV', '2018 q3')",0.0
13121,WLTW,2018 q3,4030,0.7260386033535566,Kai Pan,0.6412192209177607,male,Morgan Stanley,"('WLTW', '2018 q3')",0.0
13122,WRB,2018 q3,4030,0.5003767849310747,Kai Pan,0.2321623684617183,male,Morgan Stanley,"('WRB', '2018 q3')",0.0
13123,AJG,2018 q3,4030,0.5059201325055155,Jack Hampson,0.5680817575332733,male,CFRA Equity Research,"('AJG', '2018 q3')",0.0
13124,AJG,2018 q3,4030,0.5059201325055155,"Adam Klauber, CFA",0.4169825876768893,male,William Blair & Company,"('AJG', '2018 q3')",0.0
13125,ALL,2018 q3,4030,0.5972054033031324,"Adam Klauber, CFA",0.231032968126305,male,William Blair & Company,"('ALL', '2018 q3')",0.0
13126,AJG,2018 q3,4030,0.5059201325055155,Alison M. Jacobowitz,0.2999244285462862,female,BofA Global Research,"('AJG', '2018 q3')",0.013712978921830654
13127,ALL,2018 q3,4030,0.5972054033031324,Alison M. Jacobowitz,0.2921990948398281,female,BofA Global Research,"('ALL', '2018 q3')",0.013803932117298245
13128,PGR,2018 q3,4030,0.3580904269362632,Alison M. Jacobowitz,0.2586358439740926,female,BofA Global Research,"('PGR', '2018 q3')",0.0
13129,ALL,2018 q3,4030,0.5972054033031324,Harry Fong,0.2732331480256543,male,MKM Partners,"('ALL', '2018 q3')",0.0
13130,AON,2018 q3,4030,0.7005064863657462,Harry Fong,0.5197979952121357,male,MKM Partners,"('AON', '2018 q3')",0.06420478969812393
13131,HIG,2018 q3,4030,0.446332393847462,Harry Fong,0.1684435122067805,male,MKM Partners,"('HIG', '2018 q3')",0.0
13132,MMC,2018 q3,4030,0.5579986135225332,Harry Fong,0.4000297913613225,male,MKM Partners,"('MMC', '2018 q3')",0.026934408582746983
13133,PGR,2018 q3,4030,0.3580904269362632,Harry Fong,0.1634735039670659,male,MKM Partners,"('PGR', '2018 q3')",0.01600194163620472
13134,TRV,2018 q3,4030,0.3693545608607704,Harry Fong,0.1645138950574435,male,MKM Partners,"('TRV', '2018 q3')",0.05732606537640095
13135,ALL,2018 q3,4030,0.5972054033031324,Michael D. Zaremski,0.2549275590257964,male,Credit Suisse,"('ALL', '2018 q3')",0.0
13136,CINF,2018 q3,4030,0.5778698926171499,Michael D. Zaremski,0.4256470690138372,male,Credit Suisse,"('CINF', '2018 q3')",0.0
13137,PGR,2018 q3,4030,0.3580904269362632,Michael D. Zaremski,0.2301519952116415,male,Credit Suisse,"('PGR', '2018 q3')",0.0
13138,LNC,2018 q3,4030,0.4038458714094785,Credit Suisse Global Product Marketing,0.8559150423578592,Not a person,Credit Suisse,"('LNC', '2018 q3')",0.0
13139,MET,2018 q3,4030,0.4494709468952257,Credit Suisse Global Product Marketing,0.6485862742903916,Not a person,Credit Suisse,"('MET', '2018 q3')",0.0
13140,MET,2018 q3,4030,0.4494709468952257,"Jimmy S. Bhullar, CFA",0.1198313257271215,male,JPMorgan,"('MET', '2018 q3')",0.0
13141,WRB,2018 q3,4030,0.5003767849310747,Mr. Robert E. Farnam,0.2402162157392687,male,"Boenning & Scattergood, Inc","('WRB', '2018 q3')",0.0
13142,AFL,2018 q4,4030,0.2989452468846292,Nigel Dally,0.1557918502097851,male,Morgan Stanley,"('AFL', '2018 q4')",0.0
13143,GL,2018 q4,4030,0.533656603234899,Nigel Dally,0.2961076816198075,male,Morgan Stanley,"('GL', '2018 q4')",0.0
13144,LNC,2018 q4,4030,0.241904945381156,Nigel Dally,0.1493847898281085,male,Morgan Stanley,"('LNC', '2018 q4')",0.0
13145,MET,2018 q4,4030,0.4083803277877258,Nigel Dally,0.2312443287296856,male,Morgan Stanley,"('MET', '2018 q4')",0.026204528287053108
13146,PFG,2018 q4,4030,0.5228381169261817,Nigel Dally,0.3624894234994501,male,Morgan Stanley,"('PFG', '2018 q4')",0.0
13147,PRU,2018 q4,4030,0.5380448846568746,Nigel Dally,0.2952729208985476,male,Morgan Stanley,"('PRU', '2018 q4')",0.0
13148,UNM,2018 q4,4030,0.2006627913967565,Nigel Dally,0.1317438064826266,male,Morgan Stanley,"('UNM', '2018 q4')",0.0
13149,AFL,2018 q4,4030,0.2989452468846292,"Jay H. Gelb, CFA",0.1371082198342702,male,Barclays,"('AFL', '2018 q4')",0.0
13150,AIG,2018 q4,4030,0.3503268820292342,"Jay H. Gelb, CFA",0.2615743399006973,male,Barclays,"('AIG', '2018 q4')",0.0
13151,AJG,2018 q4,4030,0.6675016628746601,"Jay H. Gelb, CFA",0.3335176332664737,male,Barclays,"('AJG', '2018 q4')",0.0
13152,ALL,2018 q4,4030,0.589799430529558,"Jay H. Gelb, CFA",0.6319457291019636,male,Barclays,"('ALL', '2018 q4')",0.0
13153,AON,2018 q4,4030,0.6852622623308662,"Jay H. Gelb, CFA",0.5020354185048354,male,Barclays,"('AON', '2018 q4')",0.0
13154,LNC,2018 q4,4030,0.241904945381156,"Jay H. Gelb, CFA",0.0646841843484275,male,Barclays,"('LNC', '2018 q4')",0.024106184020638466
13155,MET,2018 q4,4030,0.4083803277877258,"Jay H. Gelb, CFA",0.143337124882019,male,Barclays,"('MET', '2018 q4')",0.0
13156,PGR,2018 q4,4030,0.3648284945836789,"Jay H. Gelb, CFA",0.1073119718746105,male,Barclays,"('PGR', '2018 q4')",0.0
13157,PRU,2018 q4,4030,0.5380448846568746,"Jay H. Gelb, CFA",0.5165955432822364,male,Barclays,"('PRU', '2018 q4')",0.0
13158,RE,2018 q4,4030,0.6444320623549127,"Jay H. Gelb, CFA",0.7545954823488291,male,Barclays,"('RE', '2018 q4')",0.0
13159,TRV,2018 q4,4030,0.4949287091206162,"Jay H. Gelb, CFA",0.6253818422302464,male,Barclays,"('TRV', '2018 q4')",0.0
13160,UNM,2018 q4,4030,0.2006627913967565,"Jay H. Gelb, CFA",0.065829553728677,male,Barclays,"('UNM', '2018 q4')",0.0
13161,WLTW,2018 q4,4030,0.7332374114439164,"Jay H. Gelb, CFA",0.7029987434990586,male,Barclays,"('WLTW', '2018 q4')",0.0
13162,AFL,2018 q4,4030,0.2989452468846292,Mr. John B. Barnidge,0.1228758198057869,male,Sandler O'Neill & Partners,"('AFL', '2018 q4')",0.011111111690600714
13163,LNC,2018 q4,4030,0.241904945381156,Mr. John B. Barnidge,0.1666753247028651,male,Sandler O'Neill & Partners,"('LNC', '2018 q4')",0.0033429780354102454
13164,MET,2018 q4,4030,0.4083803277877258,Mr. John B. Barnidge,0.2532483513891566,male,Sandler O'Neill & Partners,"('MET', '2018 q4')",0.0
13165,PFG,2018 q4,4030,0.5228381169261817,Mr. John B. Barnidge,0.2632363964484616,male,Sandler O'Neill & Partners,"('PFG', '2018 q4')",0.0
13166,PRU,2018 q4,4030,0.5380448846568746,Mr. John B. Barnidge,0.1968857442312484,male,Sandler O'Neill & Partners,"('PRU', '2018 q4')",0.0
13167,AFL,2018 q4,4030,0.2989452468846292,"Mark A. Dwelle, CFA",0.1143304898641114,male,RBC Capital Markets,"('AFL', '2018 q4')",0.0
13168,AIG,2018 q4,4030,0.3503268820292342,"Mark A. Dwelle, CFA",0.0772025423040702,male,RBC Capital Markets,"('AIG', '2018 q4')",0.0
13169,AJG,2018 q4,4030,0.6675016628746601,"Mark A. Dwelle, CFA",0.3061526870550089,male,RBC Capital Markets,"('AJG', '2018 q4')",0.0
13170,AON,2018 q4,4030,0.6852622623308662,"Mark A. Dwelle, CFA",0.2634355703735883,male,RBC Capital Markets,"('AON', '2018 q4')",0.0
13171,CB,2018 q4,4030,0.5384514648856199,"Mark A. Dwelle, CFA",0.3048225022806938,male,RBC Capital Markets,"('CB', '2018 q4')",0.0
13172,CINF,2018 q4,4030,0.2886145236941615,"Mark A. Dwelle, CFA",0.1577017780783066,male,RBC Capital Markets,"('CINF', '2018 q4')",0.0
13173,HIG,2018 q4,4030,0.6508754202593346,"Mark A. Dwelle, CFA",0.2715391258249693,male,RBC Capital Markets,"('HIG', '2018 q4')",0.0
13174,LNC,2018 q4,4030,0.241904945381156,"Mark A. Dwelle, CFA",0.0764943729625364,male,RBC Capital Markets,"('LNC', '2018 q4')",0.022023161873221397
13175,MET,2018 q4,4030,0.4083803277877258,"Mark A. Dwelle, CFA",0.0842695236732953,male,RBC Capital Markets,"('MET', '2018 q4')",0.011663416400551796
13176,MMC,2018 q4,4030,0.5628435233968202,"Mark A. Dwelle, CFA",0.2486370330574991,male,RBC Capital Markets,"('MMC', '2018 q4')",0.0
13177,PFG,2018 q4,4030,0.5228381169261817,"Mark A. Dwelle, CFA",0.1433316178026441,male,RBC Capital Markets,"('PFG', '2018 q4')",0.0
13178,PRU,2018 q4,4030,0.5380448846568746,"Mark A. Dwelle, CFA",0.1651568730596021,male,RBC Capital Markets,"('PRU', '2018 q4')",0.0
13179,TRV,2018 q4,4030,0.4949287091206162,"Mark A. Dwelle, CFA",0.1388563585394204,male,RBC Capital Markets,"('TRV', '2018 q4')",0.0
13180,UNM,2018 q4,4030,0.2006627913967565,"Mark A. Dwelle, CFA",0.065481629994459,male,RBC Capital Markets,"('UNM', '2018 q4')",0.0
13181,WRB,2018 q4,4030,0.6054553457557158,"Mark A. Dwelle, CFA",0.2283106470749521,male,RBC Capital Markets,"('WRB', '2018 q4')",0.0
13182,AFL,2018 q4,4030,0.2989452468846292,Mr. Thomas Gallagher,0.502413547449217,male,EVERCORE ISI,"('AFL', '2018 q4')",0.00522339902818203
13183,AIG,2018 q4,4030,0.3503268820292342,Mr. Thomas Gallagher,0.1168192512900549,male,EVERCORE ISI,"('AIG', '2018 q4')",0.0054506403394043446
13184,GL,2018 q4,4030,0.533656603234899,Mr. Thomas Gallagher,0.3195175065879926,male,EVERCORE ISI,"('GL', '2018 q4')",0.0
13185,HIG,2018 q4,4030,0.6508754202593346,Mr. Thomas Gallagher,0.7064634990377496,male,EVERCORE ISI,"('HIG', '2018 q4')",0.03333333507180214
13186,LNC,2018 q4,4030,0.241904945381156,Mr. Thomas Gallagher,0.1177513640868103,male,EVERCORE ISI,"('LNC', '2018 q4')",0.0
13187,MET,2018 q4,4030,0.4083803277877258,Mr. Thomas Gallagher,0.1455229464395923,male,EVERCORE ISI,"('MET', '2018 q4')",0.0
13188,PFG,2018 q4,4030,0.5228381169261817,Mr. Thomas Gallagher,0.3025813568972002,male,EVERCORE ISI,"('PFG', '2018 q4')",0.0
13189,PRU,2018 q4,4030,0.5380448846568746,Mr. Thomas Gallagher,0.3406104132678392,male,EVERCORE ISI,"('PRU', '2018 q4')",0.0
13190,UNM,2018 q4,4030,0.2006627913967565,Mr. Thomas Gallagher,0.1079510640848913,male,EVERCORE ISI,"('UNM', '2018 q4')",0.0
13191,AFL,2018 q4,4030,0.2989452468846292,"Mark D. Hughes, CFA",0.111229888581585,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2018 q4')",0.0
13192,AIZ,2018 q4,4030,0.3832199897958052,"Mark D. Hughes, CFA",0.2924192758879091,male,SunTrust Robinson Humphrey Capital Markets,"('AIZ', '2018 q4')",0.006308695301413536
13193,AJG,2018 q4,4030,0.6675016628746601,"Mark D. Hughes, CFA",0.2936680022855332,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2018 q4')",0.0
13194,GL,2018 q4,4030,0.533656603234899,"Mark D. Hughes, CFA",0.2355708478940243,male,SunTrust Robinson Humphrey Capital Markets,"('GL', '2018 q4')",0.027104193344712257
13195,UNM,2018 q4,4030,0.2006627913967565,"Mark D. Hughes, CFA",0.095565542970071,male,SunTrust Robinson Humphrey Capital Markets,"('UNM', '2018 q4')",0.0
13196,WLTW,2018 q4,4030,0.7332374114439164,"Mark D. Hughes, CFA",0.3612304897932636,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2018 q4')",0.0
13197,AFL,2018 q4,4030,0.2989452468846292,Ms. Catherine A. Seifert,0.3733194574073449,female,CFRA Equity Research,"('AFL', '2018 q4')",0.0
13198,AIG,2018 q4,4030,0.3503268820292342,Ms. Catherine A. Seifert,0.3423541221681883,female,CFRA Equity Research,"('AIG', '2018 q4')",0.0
13199,AIZ,2018 q4,4030,0.3832199897958052,Ms. Catherine A. Seifert,0.4464574823944603,female,CFRA Equity Research,"('AIZ', '2018 q4')",0.0
13200,AJG,2018 q4,4030,0.6675016628746601,Ms. Catherine A. Seifert,0.746636383268445,female,CFRA Equity Research,"('AJG', '2018 q4')",0.0
13201,ALL,2018 q4,4030,0.589799430529558,Ms. Catherine A. Seifert,0.4352530095212845,female,CFRA Equity Research,"('ALL', '2018 q4')",0.0
13202,AON,2018 q4,4030,0.6852622623308662,Ms. Catherine A. Seifert,0.8671290921364174,female,CFRA Equity Research,"('AON', '2018 q4')",0.0
13203,CB,2018 q4,4030,0.5384514648856199,Ms. Catherine A. Seifert,0.4503551045393607,female,CFRA Equity Research,"('CB', '2018 q4')",0.0
13204,CINF,2018 q4,4030,0.2886145236941615,Ms. Catherine A. Seifert,0.366019845201976,female,CFRA Equity Research,"('CINF', '2018 q4')",0.0
13205,GL,2018 q4,4030,0.533656603234899,Ms. Catherine A. Seifert,0.485284852451475,female,CFRA Equity Research,"('GL', '2018 q4')",0.0
13206,HIG,2018 q4,4030,0.6508754202593346,Ms. Catherine A. Seifert,0.4647603356212661,female,CFRA Equity Research,"('HIG', '2018 q4')",0.0
13207,L,2018 q4,4030,0.990534699177997,Ms. Catherine A. Seifert,0.983841720780788,female,CFRA Equity Research,"('L', '2018 q4')",0.0
13208,LNC,2018 q4,4030,0.241904945381156,Ms. Catherine A. Seifert,0.3377965332271564,female,CFRA Equity Research,"('LNC', '2018 q4')",0.0
13209,MET,2018 q4,4030,0.4083803277877258,Ms. Catherine A. Seifert,0.5179871919756989,female,CFRA Equity Research,"('MET', '2018 q4')",0.0
13210,MMC,2018 q4,4030,0.5628435233968202,Ms. Catherine A. Seifert,0.6806443436366192,female,CFRA Equity Research,"('MMC', '2018 q4')",0.0
13211,PFG,2018 q4,4030,0.5228381169261817,Ms. Catherine A. Seifert,0.4649389547975804,female,CFRA Equity Research,"('PFG', '2018 q4')",0.0
13212,PGR,2018 q4,4030,0.3648284945836789,Ms. Catherine A. Seifert,0.3249585987069684,female,CFRA Equity Research,"('PGR', '2018 q4')",0.0
13213,PRU,2018 q4,4030,0.5380448846568746,Ms. Catherine A. Seifert,0.4195274533349125,female,CFRA Equity Research,"('PRU', '2018 q4')",0.0
13214,RE,2018 q4,4030,0.6444320623549127,Ms. Catherine A. Seifert,0.5453841395691441,female,CFRA Equity Research,"('RE', '2018 q4')",0.0
13215,TRV,2018 q4,4030,0.4949287091206162,Ms. Catherine A. Seifert,0.3711258841493815,female,CFRA Equity Research,"('TRV', '2018 q4')",0.0
13216,UNM,2018 q4,4030,0.2006627913967565,Ms. Catherine A. Seifert,0.3970056273309562,female,CFRA Equity Research,"('UNM', '2018 q4')",0.0
13217,WLTW,2018 q4,4030,0.7332374114439164,Ms. Catherine A. Seifert,0.7943405773311398,female,CFRA Equity Research,"('WLTW', '2018 q4')",0.0
13218,WRB,2018 q4,4030,0.6054553457557158,Ms. Catherine A. Seifert,0.4847646121999953,female,CFRA Equity Research,"('WRB', '2018 q4')",0.0
13219,AFL,2018 q4,4030,0.2989452468846292,Jay A. A. Cohen,0.1966775554008165,male,BofA Global Research,"('AFL', '2018 q4')",0.0
13220,AIG,2018 q4,4030,0.3503268820292342,Jay A. A. Cohen,0.0915566729469465,male,BofA Global Research,"('AIG', '2018 q4')",0.0
13221,AON,2018 q4,4030,0.6852622623308662,Jay A. A. Cohen,0.3085260785778857,male,BofA Global Research,"('AON', '2018 q4')",0.0
13222,CB,2018 q4,4030,0.5384514648856199,Jay A. A. Cohen,0.4082780470778671,male,BofA Global Research,"('CB', '2018 q4')",0.0
13223,GL,2018 q4,4030,0.533656603234899,Jay A. A. Cohen,0.3152921899066589,male,BofA Global Research,"('GL', '2018 q4')",0.016903039067983627
13224,HIG,2018 q4,4030,0.6508754202593346,Jay A. A. Cohen,0.3232622968412875,male,BofA Global Research,"('HIG', '2018 q4')",0.011248813942074776
13225,LNC,2018 q4,4030,0.241904945381156,Jay A. A. Cohen,0.3318869483983748,male,BofA Global Research,"('LNC', '2018 q4')",0.01777631975710392
13226,MET,2018 q4,4030,0.4083803277877258,Jay A. A. Cohen,0.3425360702526597,male,BofA Global Research,"('MET', '2018 q4')",0.0
13227,MMC,2018 q4,4030,0.5628435233968202,Jay A. A. Cohen,0.3728791423945685,male,BofA Global Research,"('MMC', '2018 q4')",0.0
13228,PFG,2018 q4,4030,0.5228381169261817,Jay A. A. Cohen,0.3800461410899513,male,BofA Global Research,"('PFG', '2018 q4')",0.0
13229,PRU,2018 q4,4030,0.5380448846568746,Jay A. A. Cohen,0.2622839101922536,male,BofA Global Research,"('PRU', '2018 q4')",0.0
13230,UNM,2018 q4,4030,0.2006627913967565,Jay A. A. Cohen,0.1565321636752231,male,BofA Global Research,"('UNM', '2018 q4')",0.009759493172168732
13231,WLTW,2018 q4,4030,0.7332374114439164,Jay A. A. Cohen,0.4021458551692722,male,BofA Global Research,"('WLTW', '2018 q4')",0.0
13232,WRB,2018 q4,4030,0.6054553457557158,Jay A. A. Cohen,0.2570909624308365,male,BofA Global Research,"('WRB', '2018 q4')",0.0
13233,AIG,2018 q4,4030,0.3503268820292342,Mr. Joshua D. Shanker,0.5192646980571228,male,Deutsche Bank,"('AIG', '2018 q4')",0.0
13234,AJG,2018 q4,4030,0.6675016628746601,Mr. Joshua D. Shanker,0.9039645246731908,male,Deutsche Bank,"('AJG', '2018 q4')",0.0
13235,HIG,2018 q4,4030,0.6508754202593346,Mr. Joshua D. Shanker,0.952170392393236,male,Deutsche Bank,"('HIG', '2018 q4')",0.0
13236,L,2018 q4,4030,0.990534699177997,Mr. Joshua D. Shanker,0.983841720780788,male,Deutsche Bank,"('L', '2018 q4')",0.0
13237,PFG,2018 q4,4030,0.5228381169261817,Mr. Joshua D. Shanker,0.3122651185516956,male,Deutsche Bank,"('PFG', '2018 q4')",0.0
13238,TRV,2018 q4,4030,0.4949287091206162,Mr. Joshua D. Shanker,0.7890806816500431,male,Deutsche Bank,"('TRV', '2018 q4')",0.0
13239,WLTW,2018 q4,4030,0.7332374114439164,Mr. Joshua D. Shanker,0.9761490124591796,male,Deutsche Bank,"('WLTW', '2018 q4')",0.0
13240,WRB,2018 q4,4030,0.6054553457557158,Mr. Joshua D. Shanker,0.8670979888125677,male,Deutsche Bank,"('WRB', '2018 q4')",0.0
13241,AIG,2018 q4,4030,0.3503268820292342,Mr. Brett Horn,0.5013552723004863,male,"Morningstar, Inc.","('AIG', '2018 q4')",0.008333333767950535
13242,ALL,2018 q4,4030,0.589799430529558,Mr. Brett Horn,0.5372796731141656,male,"Morningstar, Inc.","('ALL', '2018 q4')",0.025589020922780037
13243,AON,2018 q4,4030,0.6852622623308662,Mr. Brett Horn,0.8247731014529083,male,"Morningstar, Inc.","('AON', '2018 q4')",0.0
13244,MET,2018 q4,4030,0.4083803277877258,Mr. Brett Horn,0.7462715745243238,male,"Morningstar, Inc.","('MET', '2018 q4')",0.0
13245,MMC,2018 q4,4030,0.5628435233968202,Mr. Brett Horn,0.6907693516586098,male,"Morningstar, Inc.","('MMC', '2018 q4')",0.03333333507180214
13246,PGR,2018 q4,4030,0.3648284945836789,Mr. Brett Horn,0.5631049271088282,male,"Morningstar, Inc.","('PGR', '2018 q4')",0.005616788441936175
13247,PRU,2018 q4,4030,0.5380448846568746,Mr. Brett Horn,0.6009199564920111,male,"Morningstar, Inc.","('PRU', '2018 q4')",0.0
13248,TRV,2018 q4,4030,0.4949287091206162,Mr. Brett Horn,0.6908237177160946,male,"Morningstar, Inc.","('TRV', '2018 q4')",0.0
13249,WLTW,2018 q4,4030,0.7332374114439164,Mr. Brett Horn,0.8015590754012276,male,"Morningstar, Inc.","('WLTW', '2018 q4')",0.0
13250,WRB,2018 q4,4030,0.6054553457557158,Mr. Brett Horn,0.5568062464012805,male,"Morningstar, Inc.","('WRB', '2018 q4')",0.0
13251,AIG,2018 q4,4030,0.3503268820292342,Kai Pan,0.154817325934324,male,Morgan Stanley,"('AIG', '2018 q4')",0.007196084596216679
13252,AIZ,2018 q4,4030,0.3832199897958052,Kai Pan,0.3383489616396142,male,Morgan Stanley,"('AIZ', '2018 q4')",0.0
13253,AON,2018 q4,4030,0.6852622623308662,Kai Pan,0.3042481820551332,male,Morgan Stanley,"('AON', '2018 q4')",0.0
13254,MMC,2018 q4,4030,0.5628435233968202,Kai Pan,0.4121111734833835,male,Morgan Stanley,"('MMC', '2018 q4')",0.0
13255,PGR,2018 q4,4030,0.3648284945836789,Kai Pan,0.4224618127433579,male,Morgan Stanley,"('PGR', '2018 q4')",0.0
13256,TRV,2018 q4,4030,0.4949287091206162,Kai Pan,0.1870076112988105,male,Morgan Stanley,"('TRV', '2018 q4')",0.0
13257,WLTW,2018 q4,4030,0.7332374114439164,Kai Pan,0.4854361762907845,male,Morgan Stanley,"('WLTW', '2018 q4')",0.0
13258,WRB,2018 q4,4030,0.6054553457557158,Kai Pan,0.3453930461356494,male,Morgan Stanley,"('WRB', '2018 q4')",0.0
13259,AIG,2018 q4,4030,0.3503268820292342,"Paul Newsome, CFA",0.1183746849967316,male,Sandler O'Neill & Partners,"('AIG', '2018 q4')",0.02006226343413194
13260,AJG,2018 q4,4030,0.6675016628746601,"Paul Newsome, CFA",0.3820639150480228,male,Sandler O'Neill & Partners,"('AJG', '2018 q4')",0.0
13261,ALL,2018 q4,4030,0.589799430529558,"Paul Newsome, CFA",0.2173727575438898,male,Sandler O'Neill & Partners,"('ALL', '2018 q4')",0.0
13262,AON,2018 q4,4030,0.6852622623308662,"Paul Newsome, CFA",0.541031292882723,male,Sandler O'Neill & Partners,"('AON', '2018 q4')",0.006636857986450195
13263,CINF,2018 q4,4030,0.2886145236941615,"Paul Newsome, CFA",0.1634743849076153,male,Sandler O'Neill & Partners,"('CINF', '2018 q4')",0.011111111690600714
13264,HIG,2018 q4,4030,0.6508754202593346,"Paul Newsome, CFA",0.328284289260988,male,Sandler O'Neill & Partners,"('HIG', '2018 q4')",0.01666666753590107
13265,MMC,2018 q4,4030,0.5628435233968202,"Paul Newsome, CFA",0.4877320534531126,male,Sandler O'Neill & Partners,"('MMC', '2018 q4')",0.0
13266,PGR,2018 q4,4030,0.3648284945836789,"Paul Newsome, CFA",0.1215144765660916,male,Sandler O'Neill & Partners,"('PGR', '2018 q4')",0.0
13267,TRV,2018 q4,4030,0.4949287091206162,"Paul Newsome, CFA",0.1719503707047239,male,Sandler O'Neill & Partners,"('TRV', '2018 q4')",0.0
13268,WLTW,2018 q4,4030,0.7332374114439164,"Paul Newsome, CFA",0.3988613377656367,male,Sandler O'Neill & Partners,"('WLTW', '2018 q4')",0.0
13269,AIG,2018 q4,4030,0.3503268820292342,"Adam Klauber, CFA",0.2302421853838898,male,William Blair & Company,"('AIG', '2018 q4')",0.0
13270,TRV,2018 q4,4030,0.4949287091206162,"Adam Klauber, CFA",0.1354487736576548,male,William Blair & Company,"('TRV', '2018 q4')",0.0
13271,AJG,2018 q4,4030,0.6675016628746601,Credit Suisse Global Product Marketing,0.948250398491177,Not a person,Credit Suisse,"('AJG', '2018 q4')",0.0
13272,ALL,2018 q4,4030,0.589799430529558,Credit Suisse Global Product Marketing,0.9428259979850564,Not a person,Credit Suisse,"('ALL', '2018 q4')",0.0
13273,AJG,2018 q4,4030,0.6675016628746601,Alison M. Jacobowitz,0.4235815746517998,female,BofA Global Research,"('AJG', '2018 q4')",0.0
13274,ALL,2018 q4,4030,0.589799430529558,Alison M. Jacobowitz,0.2031578794895635,female,BofA Global Research,"('ALL', '2018 q4')",0.011111820582300425
13275,PGR,2018 q4,4030,0.3648284945836789,Alison M. Jacobowitz,0.2472892830254878,female,BofA Global Research,"('PGR', '2018 q4')",0.0062360260635614395
13276,ALL,2018 q4,4030,0.589799430529558,William Wilt,0.4323156126643483,male,Gordon Haskett,"('ALL', '2018 q4')",0.04735398758202791
13277,ALL,2018 q4,4030,0.589799430529558,Harry Fong,0.3180025059032865,male,MKM Partners,"('ALL', '2018 q4')",0.0
13278,AON,2018 q4,4030,0.6852622623308662,Harry Fong,0.2941641053172109,male,MKM Partners,"('AON', '2018 q4')",0.039733413606882095
13279,CB,2018 q4,4030,0.5384514648856199,Harry Fong,0.3612020781151354,male,MKM Partners,"('CB', '2018 q4')",0.016544356010854244
13280,CINF,2018 q4,4030,0.2886145236941615,Harry Fong,0.1333037369395424,male,MKM Partners,"('CINF', '2018 q4')",0.006789438426494598
13281,HIG,2018 q4,4030,0.6508754202593346,Harry Fong,0.3112231801169237,male,MKM Partners,"('HIG', '2018 q4')",0.0
13282,MMC,2018 q4,4030,0.5628435233968202,Harry Fong,0.2816415872539848,male,MKM Partners,"('MMC', '2018 q4')",0.021956995129585266
13283,PGR,2018 q4,4030,0.3648284945836789,Harry Fong,0.1679602240383736,male,MKM Partners,"('PGR', '2018 q4')",0.031007664278149605
13284,TRV,2018 q4,4030,0.4949287091206162,Harry Fong,0.1731931616104203,male,MKM Partners,"('TRV', '2018 q4')",0.021379301324486732
13285,WLTW,2018 q4,4030,0.7332374114439164,Harry Fong,0.4581041586500473,male,MKM Partners,"('WLTW', '2018 q4')",0.017509818077087402
13286,AON,2018 q4,4030,0.6852622623308662,Michael D. Zaremski,0.5145363920079404,male,Credit Suisse,"('AON', '2018 q4')",0.0
13287,CB,2018 q4,4030,0.5384514648856199,Michael D. Zaremski,0.7925161961392247,male,Credit Suisse,"('CB', '2018 q4')",0.0
13288,CINF,2018 q4,4030,0.2886145236941615,Michael D. Zaremski,0.3623487044700028,male,Credit Suisse,"('CINF', '2018 q4')",0.0
13289,PGR,2018 q4,4030,0.3648284945836789,Michael D. Zaremski,0.1811736039095717,male,Credit Suisse,"('PGR', '2018 q4')",0.0
13290,RE,2018 q4,4030,0.6444320623549127,Michael D. Zaremski,0.5485479558078766,male,Credit Suisse,"('RE', '2018 q4')",0.0
13291,WLTW,2018 q4,4030,0.7332374114439164,Michael D. Zaremski,0.5754529244000716,male,Credit Suisse,"('WLTW', '2018 q4')",0.0
13292,WRB,2018 q4,4030,0.6054553457557158,Michael D. Zaremski,0.3839432188725812,male,Credit Suisse,"('WRB', '2018 q4')",0.0
13293,AON,2018 q4,4030,0.6852622623308662,SADIF Research,0.9802293859684762,Not a person,Sadif Analytics Prime,"('AON', '2018 q4')",0.9553390145301819
13294,GL,2018 q4,4030,0.533656603234899,SADIF Research,0.969552715702563,Not a person,Sadif Analytics Prime,"('GL', '2018 q4')",0.9446291327476501
13295,L,2018 q4,4030,0.990534699177997,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('L', '2018 q4')",0.9795108735561371
13296,PFG,2018 q4,4030,0.5228381169261817,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PFG', '2018 q4')",0.9684141278266907
13297,PRU,2018 q4,4030,0.5380448846568746,SADIF Research,0.9667987677693582,Not a person,Sadif Analytics Prime,"('PRU', '2018 q4')",0.9424185156822205
13298,HIG,2018 q4,4030,0.6508754202593346,Mr. Marc Pouey,0.8370172765405184,male,BofA Global Research,"('HIG', '2018 q4')",0.0700765922665596
13299,MET,2018 q4,4030,0.4083803277877258,Mr. Andrew S. Kligerman,0.2708799652553806,male,Credit Suisse,"('MET', '2018 q4')",0.0
13300,PFG,2018 q4,4030,0.5228381169261817,Mr. Andrew S. Kligerman,0.2832104033746603,male,Credit Suisse,"('PFG', '2018 q4')",0.0
13301,PRU,2018 q4,4030,0.5380448846568746,Mr. Andrew S. Kligerman,0.1892741393009524,male,Credit Suisse,"('PRU', '2018 q4')",0.0
13302,MET,2018 q4,4030,0.4083803277877258,Mr. John M. Nadel,0.1236717008967803,male,UBS Equities,"('MET', '2018 q4')",0.016187184024602175
13303,WRB,2018 q4,4030,0.6054553457557158,Mr. Robert E. Farnam,0.7247283602245026,male,"Boenning & Scattergood, Inc","('WRB', '2018 q4')",0.03333333507180214
13304,AFL,2019 q1,4030,0.6822828796099425,Credit Suisse Global Product Marketing,0.8973994143994963,Not a person,Credit Suisse,"('AFL', '2019 q1')",0.0
13305,AIG,2019 q1,4030,0.7169723651214542,Credit Suisse Global Product Marketing,0.8147365590952165,Not a person,Credit Suisse,"('AIG', '2019 q1')",0.0
13306,AJG,2019 q1,4030,0.6611853924296416,Credit Suisse Global Product Marketing,0.9693653246316246,Not a person,Credit Suisse,"('AJG', '2019 q1')",0.0
13307,PRU,2019 q1,4030,0.6503691150919175,Credit Suisse Global Product Marketing,0.8479324121628755,Not a person,Credit Suisse,"('PRU', '2019 q1')",0.0
13308,AFL,2019 q1,4030,0.6822828796099425,Nigel Dally,0.3520395798021124,male,Morgan Stanley,"('AFL', '2019 q1')",0.0
13309,LNC,2019 q1,4030,0.4872395115460005,Nigel Dally,0.283119530553899,male,Morgan Stanley,"('LNC', '2019 q1')",0.0
13310,PFG,2019 q1,4030,0.6071181599982739,Nigel Dally,0.351056893139538,male,Morgan Stanley,"('PFG', '2019 q1')",0.0
13311,PRU,2019 q1,4030,0.6503691150919175,Nigel Dally,0.4046785073974848,male,Morgan Stanley,"('PRU', '2019 q1')",0.0
13312,UNM,2019 q1,4030,0.4702890677778546,Nigel Dally,0.2213613577110708,male,Morgan Stanley,"('UNM', '2019 q1')",0.0
13313,AFL,2019 q1,4030,0.6822828796099425,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AFL', '2019 q1')",0.9930745363235474
13314,AIG,2019 q1,4030,0.7169723651214542,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AIG', '2019 q1')",0.9931389689445496
13315,AJG,2019 q1,4030,0.6611853924296416,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AJG', '2019 q1')",0.9931548833847046
13316,ALL,2019 q1,4030,0.4882964079323779,Mr. Thomas Kee,0.9925439143555596,male,Stock Traders Daily Research,"('ALL', '2019 q1')",0.9932178258895874
13317,CB,2019 q1,4030,0.6437858218443295,Mr. Thomas Kee,0.9996004811883682,male,Stock Traders Daily Research,"('CB', '2019 q1')",0.9791443347930908
13318,CINF,2019 q1,4030,0.6269941751609742,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CINF', '2019 q1')",0.9931389689445496
13319,GL,2019 q1,4030,0.870289412768733,Mr. Thomas Kee,0.989545400785478,male,Stock Traders Daily Research,"('GL', '2019 q1')",0.9777470231056213
13320,HIG,2019 q1,4030,0.5996717819428163,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HIG', '2019 q1')",0.9931305050849915
13321,LNC,2019 q1,4030,0.4872395115460005,Mr. Thomas Kee,0.995292423109306,male,Stock Traders Daily Research,"('LNC', '2019 q1')",0.9931389689445496
13322,MET,2019 q1,4030,0.635856946600655,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MET', '2019 q1')",0.9930745363235474
13323,MMC,2019 q1,4030,0.6853011852851667,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MMC', '2019 q1')",0.9932098090648651
13324,PFG,2019 q1,4030,0.6071181599982739,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PFG', '2019 q1')",0.9931548833847046
13325,PGR,2019 q1,4030,0.636137963808581,Mr. Thomas Kee,0.9959188120978848,male,Stock Traders Daily Research,"('PGR', '2019 q1')",0.9931548833847046
13326,PRU,2019 q1,4030,0.6503691150919175,Mr. Thomas Kee,0.9756607957655692,male,Stock Traders Daily Research,"('PRU', '2019 q1')",0.9930745363235474
13327,RE,2019 q1,4030,0.9254441962700356,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('RE', '2019 q1')",0.993110716342926
13328,TRV,2019 q1,4030,0.50134808237288,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('TRV', '2019 q1')",0.9930745363235474
13329,UNM,2019 q1,4030,0.4702890677778546,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('UNM', '2019 q1')",0.9931069016456604
13330,AFL,2019 q1,4030,0.6822828796099425,Ms. Catherine A. Seifert,0.4167792607334102,female,CFRA Equity Research,"('AFL', '2019 q1')",0.0
13331,AIG,2019 q1,4030,0.7169723651214542,Ms. Catherine A. Seifert,0.4516814008950349,female,CFRA Equity Research,"('AIG', '2019 q1')",0.0
13332,AIZ,2019 q1,4030,0.8040404348241112,Ms. Catherine A. Seifert,0.8040404348241112,female,CFRA Equity Research,"('AIZ', '2019 q1')",0.0
13333,AJG,2019 q1,4030,0.6611853924296416,Ms. Catherine A. Seifert,0.7240080818355387,female,CFRA Equity Research,"('AJG', '2019 q1')",0.0
13334,ALL,2019 q1,4030,0.4882964079323779,Ms. Catherine A. Seifert,0.3479440913148273,female,CFRA Equity Research,"('ALL', '2019 q1')",0.0
13335,AON,2019 q1,4030,0.6765684268451191,Ms. Catherine A. Seifert,0.8530004505223052,female,CFRA Equity Research,"('AON', '2019 q1')",0.0
13336,CB,2019 q1,4030,0.6437858218443295,Ms. Catherine A. Seifert,0.4842525789031996,female,CFRA Equity Research,"('CB', '2019 q1')",0.0
13337,CINF,2019 q1,4030,0.6269941751609742,Ms. Catherine A. Seifert,0.4829451613444265,female,CFRA Equity Research,"('CINF', '2019 q1')",0.0
13338,GL,2019 q1,4030,0.870289412768733,Ms. Catherine A. Seifert,0.694415853845465,female,CFRA Equity Research,"('GL', '2019 q1')",0.0
13339,HIG,2019 q1,4030,0.5996717819428163,Ms. Catherine A. Seifert,0.3957085535580949,female,CFRA Equity Research,"('HIG', '2019 q1')",0.0
13340,L,2019 q1,4030,0.0,Ms. Catherine A. Seifert,,female,CFRA Equity Research,"('L', '2019 q1')",0.0
13341,LNC,2019 q1,4030,0.4872395115460005,Ms. Catherine A. Seifert,0.3598540006724871,female,CFRA Equity Research,"('LNC', '2019 q1')",0.0
13342,MET,2019 q1,4030,0.635856946600655,Ms. Catherine A. Seifert,0.5040526951670545,female,CFRA Equity Research,"('MET', '2019 q1')",0.0
13343,MMC,2019 q1,4030,0.6853011852851667,Ms. Catherine A. Seifert,0.7222297104873473,female,CFRA Equity Research,"('MMC', '2019 q1')",0.0
13344,PFG,2019 q1,4030,0.6071181599982739,Ms. Catherine A. Seifert,0.3977646961924813,female,CFRA Equity Research,"('PFG', '2019 q1')",0.0
13345,PGR,2019 q1,4030,0.636137963808581,Ms. Catherine A. Seifert,0.416903969613947,female,CFRA Equity Research,"('PGR', '2019 q1')",0.0
13346,PRU,2019 q1,4030,0.6503691150919175,Ms. Catherine A. Seifert,0.407134178851428,female,CFRA Equity Research,"('PRU', '2019 q1')",0.0
13347,RE,2019 q1,4030,0.9254441962700356,Ms. Catherine A. Seifert,0.7238813693228638,female,CFRA Equity Research,"('RE', '2019 q1')",0.0
13348,TRV,2019 q1,4030,0.50134808237288,Ms. Catherine A. Seifert,0.3195086670787974,female,CFRA Equity Research,"('TRV', '2019 q1')",0.0
13349,UNM,2019 q1,4030,0.4702890677778546,Ms. Catherine A. Seifert,0.3900717664054383,female,CFRA Equity Research,"('UNM', '2019 q1')",0.0
13350,WLTW,2019 q1,4030,0.7829858657082955,Ms. Catherine A. Seifert,0.8005730110525782,female,CFRA Equity Research,"('WLTW', '2019 q1')",0.0
13351,WRB,2019 q1,4030,0.4980727268326109,Ms. Catherine A. Seifert,0.4172642869491735,female,CFRA Equity Research,"('WRB', '2019 q1')",0.0
13352,AFL,2019 q1,4030,0.6822828796099425,Mr. John B. Barnidge,0.3088612830813214,male,Sandler O'Neill & Partners,"('AFL', '2019 q1')",0.0
13353,LNC,2019 q1,4030,0.4872395115460005,Mr. John B. Barnidge,0.2039809260809339,male,Sandler O'Neill & Partners,"('LNC', '2019 q1')",0.006600635591894388
13354,MET,2019 q1,4030,0.635856946600655,Mr. John B. Barnidge,0.2911936413377589,male,Sandler O'Neill & Partners,"('MET', '2019 q1')",0.0
13355,PFG,2019 q1,4030,0.6071181599982739,Mr. John B. Barnidge,0.2326530653165441,male,Sandler O'Neill & Partners,"('PFG', '2019 q1')",0.0
13356,PRU,2019 q1,4030,0.6503691150919175,Mr. John B. Barnidge,0.2913001931874392,male,Sandler O'Neill & Partners,"('PRU', '2019 q1')",0.01088128425180912
13357,AFL,2019 q1,4030,0.6822828796099425,"Mark A. Dwelle, CFA",0.2775284192390107,male,RBC Capital Markets,"('AFL', '2019 q1')",0.0
13358,AIG,2019 q1,4030,0.7169723651214542,"Mark A. Dwelle, CFA",0.2523655325788014,male,RBC Capital Markets,"('AIG', '2019 q1')",0.0
13359,AJG,2019 q1,4030,0.6611853924296416,"Mark A. Dwelle, CFA",0.2516762211914605,male,RBC Capital Markets,"('AJG', '2019 q1')",0.0
13360,AON,2019 q1,4030,0.6765684268451191,"Mark A. Dwelle, CFA",0.2616422302750577,male,RBC Capital Markets,"('AON', '2019 q1')",0.0
13361,CINF,2019 q1,4030,0.6269941751609742,"Mark A. Dwelle, CFA",0.3939093680199871,male,RBC Capital Markets,"('CINF', '2019 q1')",0.0
13362,HIG,2019 q1,4030,0.5996717819428163,"Mark A. Dwelle, CFA",0.1949033780043468,male,RBC Capital Markets,"('HIG', '2019 q1')",0.0
13363,LNC,2019 q1,4030,0.4872395115460005,"Mark A. Dwelle, CFA",0.1571453682026403,male,RBC Capital Markets,"('LNC', '2019 q1')",0.018081342801451683
13364,MET,2019 q1,4030,0.635856946600655,"Mark A. Dwelle, CFA",0.2873416939911217,male,RBC Capital Markets,"('MET', '2019 q1')",0.0
13365,MMC,2019 q1,4030,0.6853011852851667,"Mark A. Dwelle, CFA",0.3206991196063555,male,RBC Capital Markets,"('MMC', '2019 q1')",0.0
13366,PFG,2019 q1,4030,0.6071181599982739,"Mark A. Dwelle, CFA",0.2321571666829233,male,RBC Capital Markets,"('PFG', '2019 q1')",0.0
13367,PRU,2019 q1,4030,0.6503691150919175,"Mark A. Dwelle, CFA",0.2921141077962101,male,RBC Capital Markets,"('PRU', '2019 q1')",0.0
13368,TRV,2019 q1,4030,0.50134808237288,"Mark A. Dwelle, CFA",0.1672640088409098,male,RBC Capital Markets,"('TRV', '2019 q1')",0.0
13369,UNM,2019 q1,4030,0.4702890677778546,"Mark A. Dwelle, CFA",0.1549406968317848,male,RBC Capital Markets,"('UNM', '2019 q1')",0.0
13370,WRB,2019 q1,4030,0.4980727268326109,"Mark A. Dwelle, CFA",0.1543615614028665,male,RBC Capital Markets,"('WRB', '2019 q1')",0.0
13371,AFL,2019 q1,4030,0.6822828796099425,"Mark D. Hughes, CFA",0.2816716528129519,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2019 q1')",0.0
13372,AIZ,2019 q1,4030,0.8040404348241112,"Mark D. Hughes, CFA",0.8040404348241112,male,SunTrust Robinson Humphrey Capital Markets,"('AIZ', '2019 q1')",0.03333333507180214
13373,AJG,2019 q1,4030,0.6611853924296416,"Mark D. Hughes, CFA",0.2598449012585521,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2019 q1')",0.0
13374,UNM,2019 q1,4030,0.4702890677778546,"Mark D. Hughes, CFA",0.3243138942436894,male,SunTrust Robinson Humphrey Capital Markets,"('UNM', '2019 q1')",0.0
13375,WLTW,2019 q1,4030,0.7829858657082955,"Mark D. Hughes, CFA",0.541088314937383,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2019 q1')",0.0
13376,AFL,2019 q1,4030,0.6822828796099425,Mr. Andrew S. Kligerman,0.3582318857497864,male,Credit Suisse,"('AFL', '2019 q1')",0.0
13377,LNC,2019 q1,4030,0.4872395115460005,Mr. Andrew S. Kligerman,0.3691536118510914,male,Credit Suisse,"('LNC', '2019 q1')",0.0
13378,MET,2019 q1,4030,0.635856946600655,Mr. Andrew S. Kligerman,0.4912878638469151,male,Credit Suisse,"('MET', '2019 q1')",0.0
13379,PFG,2019 q1,4030,0.6071181599982739,Mr. Andrew S. Kligerman,0.5484707010763045,male,Credit Suisse,"('PFG', '2019 q1')",0.0
13380,AFL,2019 q1,4030,0.6822828796099425,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('AFL', '2019 q1')",0.9738793969154358
13381,AON,2019 q1,4030,0.6765684268451191,SADIF Research,0.967726086685774,Not a person,Sadif Analytics Prime,"('AON', '2019 q1')",0.9596880078315735
13382,GL,2019 q1,4030,0.870289412768733,SADIF Research,0.9682931349886764,Not a person,Sadif Analytics Prime,"('GL', '2019 q1')",0.9344125390052795
13383,HIG,2019 q1,4030,0.5996717819428163,SADIF Research,0.9599602504989888,Not a person,Sadif Analytics Prime,"('HIG', '2019 q1')",0.9027706384658813
13384,PFG,2019 q1,4030,0.6071181599982739,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PFG', '2019 q1')",0.9619385004043579
13385,RE,2019 q1,4030,0.9254441962700356,SADIF Research,0.9887677689038586,Not a person,Sadif Analytics Prime,"('RE', '2019 q1')",0.9581453204154968
13386,WLTW,2019 q1,4030,0.7829858657082955,SADIF Research,0.9841016921096336,Not a person,Sadif Analytics Prime,"('WLTW', '2019 q1')",0.9779833555221558
13387,AIG,2019 q1,4030,0.7169723651214542,Jay A. A. Cohen,0.3312464711400401,male,BofA Global Research,"('AIG', '2019 q1')",0.0
13388,AON,2019 q1,4030,0.6765684268451191,Jay A. A. Cohen,0.4861783185247357,male,BofA Global Research,"('AON', '2019 q1')",0.03371437266469002
13389,CB,2019 q1,4030,0.6437858218443295,Jay A. A. Cohen,0.4137174271423111,male,BofA Global Research,"('CB', '2019 q1')",0.0
13390,HIG,2019 q1,4030,0.5996717819428163,Jay A. A. Cohen,0.2513910622431439,male,BofA Global Research,"('HIG', '2019 q1')",0.0
13391,LNC,2019 q1,4030,0.4872395115460005,Jay A. A. Cohen,0.3616384727846409,male,BofA Global Research,"('LNC', '2019 q1')",0.012971109710633755
13392,MET,2019 q1,4030,0.635856946600655,Jay A. A. Cohen,0.4095531760756899,male,BofA Global Research,"('MET', '2019 q1')",0.0
13393,PFG,2019 q1,4030,0.6071181599982739,Jay A. A. Cohen,0.3006480361906581,male,BofA Global Research,"('PFG', '2019 q1')",0.0
13394,TRV,2019 q1,4030,0.50134808237288,Jay A. A. Cohen,0.2333823344283182,male,BofA Global Research,"('TRV', '2019 q1')",0.0
13395,UNM,2019 q1,4030,0.4702890677778546,Jay A. A. Cohen,0.2510558930807023,male,BofA Global Research,"('UNM', '2019 q1')",0.0
13396,WRB,2019 q1,4030,0.4980727268326109,Jay A. A. Cohen,0.2142365909487232,male,BofA Global Research,"('WRB', '2019 q1')",0.0
13397,AIG,2019 q1,4030,0.7169723651214542,Mr. Joshua D. Shanker,0.8843833000619651,male,Deutsche Bank,"('AIG', '2019 q1')",0.0
13398,RE,2019 q1,4030,0.9254441962700356,Mr. Joshua D. Shanker,0.9609455782153548,male,Deutsche Bank,"('RE', '2019 q1')",0.0
13399,WLTW,2019 q1,4030,0.7829858657082955,Mr. Joshua D. Shanker,0.9426887766712014,male,Deutsche Bank,"('WLTW', '2019 q1')",0.0258563794195652
13400,WRB,2019 q1,4030,0.4980727268326109,Mr. Joshua D. Shanker,0.8472149433229716,male,Deutsche Bank,"('WRB', '2019 q1')",0.0
13401,AIG,2019 q1,4030,0.7169723651214542,"Paul Newsome, CFA",0.3230180253426568,male,Sandler O'Neill & Partners,"('AIG', '2019 q1')",0.015505140647292137
13402,AJG,2019 q1,4030,0.6611853924296416,"Paul Newsome, CFA",0.3874927990420426,male,Sandler O'Neill & Partners,"('AJG', '2019 q1')",0.0
13403,ALL,2019 q1,4030,0.4882964079323779,"Paul Newsome, CFA",0.1836639647208999,male,Sandler O'Neill & Partners,"('ALL', '2019 q1')",0.0
13404,AON,2019 q1,4030,0.6765684268451191,"Paul Newsome, CFA",0.4519078010789043,male,Sandler O'Neill & Partners,"('AON', '2019 q1')",0.0
13405,CINF,2019 q1,4030,0.6269941751609742,"Paul Newsome, CFA",0.385957686852279,male,Sandler O'Neill & Partners,"('CINF', '2019 q1')",0.0
13406,HIG,2019 q1,4030,0.5996717819428163,"Paul Newsome, CFA",0.1920980448811396,male,Sandler O'Neill & Partners,"('HIG', '2019 q1')",0.0
13407,MMC,2019 q1,4030,0.6853011852851667,"Paul Newsome, CFA",0.4018408844367658,male,Sandler O'Neill & Partners,"('MMC', '2019 q1')",0.0
13408,PGR,2019 q1,4030,0.636137963808581,"Paul Newsome, CFA",0.2742090305922529,male,Sandler O'Neill & Partners,"('PGR', '2019 q1')",0.0
13409,TRV,2019 q1,4030,0.50134808237288,"Paul Newsome, CFA",0.1778330920255908,male,Sandler O'Neill & Partners,"('TRV', '2019 q1')",0.0
13410,WLTW,2019 q1,4030,0.7829858657082955,"Paul Newsome, CFA",0.4425274392615224,male,Sandler O'Neill & Partners,"('WLTW', '2019 q1')",0.0
13411,AIG,2019 q1,4030,0.7169723651214542,"Jay H. Gelb, CFA",0.7190031439426864,male,Barclays,"('AIG', '2019 q1')",0.0
13412,ALL,2019 q1,4030,0.4882964079323779,"Jay H. Gelb, CFA",0.1868572331451869,male,Barclays,"('ALL', '2019 q1')",0.0
13413,GL,2019 q1,4030,0.870289412768733,"Jay H. Gelb, CFA",0.6924680948042801,male,Barclays,"('GL', '2019 q1')",0.0
13414,PFG,2019 q1,4030,0.6071181599982739,"Jay H. Gelb, CFA",0.2676113935368078,male,Barclays,"('PFG', '2019 q1')",0.0
13415,PGR,2019 q1,4030,0.636137963808581,"Jay H. Gelb, CFA",0.7415192929914834,male,Barclays,"('PGR', '2019 q1')",0.0
13416,RE,2019 q1,4030,0.9254441962700356,"Jay H. Gelb, CFA",0.8259628028008371,male,Barclays,"('RE', '2019 q1')",0.0
13417,WLTW,2019 q1,4030,0.7829858657082955,"Jay H. Gelb, CFA",0.8258241513084268,male,Barclays,"('WLTW', '2019 q1')",0.0
13418,AIG,2019 q1,4030,0.7169723651214542,Mr. Thomas Gallagher,0.276382365764462,male,EVERCORE ISI,"('AIG', '2019 q1')",0.0
13419,HIG,2019 q1,4030,0.5996717819428163,Mr. Thomas Gallagher,0.1813900351925508,male,EVERCORE ISI,"('HIG', '2019 q1')",0.0
13420,LNC,2019 q1,4030,0.4872395115460005,Mr. Thomas Gallagher,0.206373670526411,male,EVERCORE ISI,"('LNC', '2019 q1')",0.0
13421,MET,2019 q1,4030,0.635856946600655,Mr. Thomas Gallagher,0.2740462659911117,male,EVERCORE ISI,"('MET', '2019 q1')",0.0
13422,PFG,2019 q1,4030,0.6071181599982739,Mr. Thomas Gallagher,0.249026598583201,male,EVERCORE ISI,"('PFG', '2019 q1')",0.0
13423,PRU,2019 q1,4030,0.6503691150919175,Mr. Thomas Gallagher,0.285386393406197,male,EVERCORE ISI,"('PRU', '2019 q1')",0.0
13424,UNM,2019 q1,4030,0.4702890677778546,Mr. Thomas Gallagher,0.192635104854612,male,EVERCORE ISI,"('UNM', '2019 q1')",0.0
13425,AIG,2019 q1,4030,0.7169723651214542,Mr. Brett Horn,0.69250237366021,male,"Morningstar, Inc.","('AIG', '2019 q1')",0.0
13426,ALL,2019 q1,4030,0.4882964079323779,Mr. Brett Horn,0.5032178013685809,male,"Morningstar, Inc.","('ALL', '2019 q1')",0.02474919023613135
13427,AON,2019 q1,4030,0.6765684268451191,Mr. Brett Horn,0.8607451170947475,male,"Morningstar, Inc.","('AON', '2019 q1')",0.002015364977220694
13428,MET,2019 q1,4030,0.635856946600655,Mr. Brett Horn,0.8216613900840923,male,"Morningstar, Inc.","('MET', '2019 q1')",0.0
13429,MMC,2019 q1,4030,0.6853011852851667,Mr. Brett Horn,0.7588741525224123,male,"Morningstar, Inc.","('MMC', '2019 q1')",0.0
13430,PGR,2019 q1,4030,0.636137963808581,Mr. Brett Horn,0.6416048500638516,male,"Morningstar, Inc.","('PGR', '2019 q1')",0.01812794618308544
13431,PRU,2019 q1,4030,0.6503691150919175,Mr. Brett Horn,0.6849752138576763,male,"Morningstar, Inc.","('PRU', '2019 q1')",0.03333333507180214
13432,TRV,2019 q1,4030,0.50134808237288,Mr. Brett Horn,0.567945334159894,male,"Morningstar, Inc.","('TRV', '2019 q1')",0.0
13433,WLTW,2019 q1,4030,0.7829858657082955,Mr. Brett Horn,0.7795123929973167,male,"Morningstar, Inc.","('WLTW', '2019 q1')",0.0
13434,WRB,2019 q1,4030,0.4980727268326109,Mr. Brett Horn,0.4886120575838003,male,"Morningstar, Inc.","('WRB', '2019 q1')",0.011111111690600714
13435,AJG,2019 q1,4030,0.6611853924296416,"Adam Klauber, CFA",0.3572407359956048,male,William Blair & Company,"('AJG', '2019 q1')",0.0
13436,ALL,2019 q1,4030,0.4882964079323779,"Adam Klauber, CFA",0.20363150803982,male,William Blair & Company,"('ALL', '2019 q1')",0.01776907406747341
13437,AON,2019 q1,4030,0.6765684268451191,"Adam Klauber, CFA",0.3111149807932627,male,William Blair & Company,"('AON', '2019 q1')",0.0
13438,WLTW,2019 q1,4030,0.7829858657082955,"Adam Klauber, CFA",0.4228855585300685,male,William Blair & Company,"('WLTW', '2019 q1')",0.0
13439,AJG,2019 q1,4030,0.6611853924296416,Alison M. Jacobowitz,0.4278683504475819,female,BofA Global Research,"('AJG', '2019 q1')",0.0
13440,ALL,2019 q1,4030,0.4882964079323779,Alison M. Jacobowitz,0.2306879591091621,female,BofA Global Research,"('ALL', '2019 q1')",0.0
13441,PGR,2019 q1,4030,0.636137963808581,Alison M. Jacobowitz,0.2661744238959216,female,BofA Global Research,"('PGR', '2019 q1')",0.0
13442,AJG,2019 q1,4030,0.6611853924296416,Kai Pan,0.3278775549431321,male,Morgan Stanley,"('AJG', '2019 q1')",0.0
13443,AON,2019 q1,4030,0.6765684268451191,Kai Pan,0.3377117030109994,male,Morgan Stanley,"('AON', '2019 q1')",0.0
13444,MMC,2019 q1,4030,0.6853011852851667,Kai Pan,0.4478196081869787,male,Morgan Stanley,"('MMC', '2019 q1')",0.0
13445,PGR,2019 q1,4030,0.636137963808581,Kai Pan,0.4240063094305489,male,Morgan Stanley,"('PGR', '2019 q1')",0.018849458545446396
13446,RE,2019 q1,4030,0.9254441962700356,Kai Pan,0.91842990392703,male,Morgan Stanley,"('RE', '2019 q1')",0.0
13447,TRV,2019 q1,4030,0.50134808237288,Kai Pan,0.2647994779942146,male,Morgan Stanley,"('TRV', '2019 q1')",0.0
13448,WLTW,2019 q1,4030,0.7829858657082955,Kai Pan,0.5361090590446169,male,Morgan Stanley,"('WLTW', '2019 q1')",0.0
13449,WRB,2019 q1,4030,0.4980727268326109,Kai Pan,0.2649049874505092,male,Morgan Stanley,"('WRB', '2019 q1')",0.0
13450,AON,2019 q1,4030,0.6765684268451191,Harry Fong,0.2776718997192132,male,MKM Partners,"('AON', '2019 q1')",0.05036020651459694
13451,HIG,2019 q1,4030,0.5996717819428163,Harry Fong,0.2363678011332566,male,MKM Partners,"('HIG', '2019 q1')",0.019513051956892014
13452,MMC,2019 q1,4030,0.6853011852851667,Harry Fong,0.377201182357525,male,MKM Partners,"('MMC', '2019 q1')",0.03402218967676163
13453,PGR,2019 q1,4030,0.636137963808581,Harry Fong,0.3176023524584908,male,MKM Partners,"('PGR', '2019 q1')",0.005725792609155178
13454,WLTW,2019 q1,4030,0.7829858657082955,Harry Fong,0.3942662265580984,male,MKM Partners,"('WLTW', '2019 q1')",0.030071904882788658
13455,AON,2019 q1,4030,0.6765684268451191,"David Styblo, CFA",0.4956989022893948,male,Jefferies,"('AON', '2019 q1')",0.0114065483212471
13456,CB,2019 q1,4030,0.6437858218443295,Michael D. Zaremski,0.4390272797010429,male,Credit Suisse,"('CB', '2019 q1')",0.018193716183304787
13457,HIG,2019 q1,4030,0.5996717819428163,Michael D. Zaremski,0.7103308953959944,male,Credit Suisse,"('HIG', '2019 q1')",0.0
13458,RE,2019 q1,4030,0.9254441962700356,Michael D. Zaremski,0.747195780278757,male,Credit Suisse,"('RE', '2019 q1')",0.0
13459,WLTW,2019 q1,4030,0.7829858657082955,Michael D. Zaremski,0.4389770806675246,male,Credit Suisse,"('WLTW', '2019 q1')",0.0
13460,WRB,2019 q1,4030,0.4980727268326109,Michael D. Zaremski,0.4106479781192739,male,Credit Suisse,"('WRB', '2019 q1')",0.022069254890084267
13461,WRB,2019 q1,4030,0.4980727268326109,Mr. Robert E. Farnam,0.2381865352789478,male,"Boenning & Scattergood, Inc","('WRB', '2019 q1')",0.0
13462,AFL,2019 q2,4030,0.4587293797328426,Ms. Catherine A. Seifert,0.3712116322332641,female,CFRA Equity Research,"('AFL', '2019 q2')",0.0
13463,AIG,2019 q2,4030,0.3545609026634191,Ms. Catherine A. Seifert,0.34041279893593,female,CFRA Equity Research,"('AIG', '2019 q2')",0.0
13464,AIZ,2019 q2,4030,0.6922910629810954,Ms. Catherine A. Seifert,0.6922910629810954,female,CFRA Equity Research,"('AIZ', '2019 q2')",0.0
13465,AJG,2019 q2,4030,0.5122219418157428,Ms. Catherine A. Seifert,0.6711283556161097,female,CFRA Equity Research,"('AJG', '2019 q2')",0.0
13466,ALL,2019 q2,4030,0.6879122006207211,Ms. Catherine A. Seifert,0.4784970920493879,female,CFRA Equity Research,"('ALL', '2019 q2')",0.0
13467,AON,2019 q2,4030,0.7010480473672025,Ms. Catherine A. Seifert,0.8494596583598198,female,CFRA Equity Research,"('AON', '2019 q2')",0.0
13468,CB,2019 q2,4030,0.5947507613792846,Ms. Catherine A. Seifert,0.5016894511100299,female,CFRA Equity Research,"('CB', '2019 q2')",0.0
13469,CINF,2019 q2,4030,0.5498278706112827,Ms. Catherine A. Seifert,0.4338881419304473,female,CFRA Equity Research,"('CINF', '2019 q2')",0.0
13470,GL,2019 q2,4030,0.6143217403227708,Ms. Catherine A. Seifert,0.4498363343334112,female,CFRA Equity Research,"('GL', '2019 q2')",0.0
13471,HIG,2019 q2,4030,0.5300049115017029,Ms. Catherine A. Seifert,0.3951797091906978,female,CFRA Equity Research,"('HIG', '2019 q2')",0.0
13472,L,2019 q2,4030,0.9795103765036586,Ms. Catherine A. Seifert,0.9795103765036586,female,CFRA Equity Research,"('L', '2019 q2')",0.0
13473,LNC,2019 q2,4030,0.2480946717933129,Ms. Catherine A. Seifert,0.3169690446119784,female,CFRA Equity Research,"('LNC', '2019 q2')",0.0
13474,MET,2019 q2,4030,0.5313865531963768,Ms. Catherine A. Seifert,0.5076622588933744,female,CFRA Equity Research,"('MET', '2019 q2')",0.0
13475,MMC,2019 q2,4030,0.7239654350573599,Ms. Catherine A. Seifert,0.7011156587192451,female,CFRA Equity Research,"('MMC', '2019 q2')",0.0
13476,PFG,2019 q2,4030,0.4929381026211483,Ms. Catherine A. Seifert,0.4811486247453184,female,CFRA Equity Research,"('PFG', '2019 q2')",0.0
13477,PGR,2019 q2,4030,0.5085156478059731,Ms. Catherine A. Seifert,0.3543863216734548,female,CFRA Equity Research,"('PGR', '2019 q2')",0.0
13478,PRU,2019 q2,4030,0.4800976640676478,Ms. Catherine A. Seifert,0.3644927982515069,female,CFRA Equity Research,"('PRU', '2019 q2')",0.0
13479,RE,2019 q2,4030,0.4840622723248384,Ms. Catherine A. Seifert,0.4253751957712867,female,CFRA Equity Research,"('RE', '2019 q2')",0.0
13480,TRV,2019 q2,4030,0.4518924345617305,Ms. Catherine A. Seifert,0.303696798202747,female,CFRA Equity Research,"('TRV', '2019 q2')",0.0
13481,UNM,2019 q2,4030,0.6110692039154308,Ms. Catherine A. Seifert,0.48718084010874,female,CFRA Equity Research,"('UNM', '2019 q2')",0.0
13482,WLTW,2019 q2,4030,0.6968204902795674,Ms. Catherine A. Seifert,0.7538595075244592,female,CFRA Equity Research,"('WLTW', '2019 q2')",0.0
13483,WRB,2019 q2,4030,0.59310033314746,Ms. Catherine A. Seifert,0.4980651565131123,female,CFRA Equity Research,"('WRB', '2019 q2')",0.0
13484,AFL,2019 q2,4030,0.4587293797328426,Nigel Dally,0.2394176803849854,male,Morgan Stanley,"('AFL', '2019 q2')",0.0
13485,GL,2019 q2,4030,0.6143217403227708,Nigel Dally,0.4109878350895228,male,Morgan Stanley,"('GL', '2019 q2')",0.0
13486,LNC,2019 q2,4030,0.2480946717933129,Nigel Dally,0.1664595682098132,male,Morgan Stanley,"('LNC', '2019 q2')",0.0
13487,MET,2019 q2,4030,0.5313865531963768,Nigel Dally,0.3709662030276366,male,Morgan Stanley,"('MET', '2019 q2')",0.01613989658653736
13488,PFG,2019 q2,4030,0.4929381026211483,Nigel Dally,0.3493822364733601,male,Morgan Stanley,"('PFG', '2019 q2')",0.0
13489,PRU,2019 q2,4030,0.4800976640676478,Nigel Dally,0.516339642885806,male,Morgan Stanley,"('PRU', '2019 q2')",0.0
13490,AFL,2019 q2,4030,0.4587293797328426,Ian Ryave,0.1991059521686653,male,BofA Global Research,"('AFL', '2019 q2')",0.0
13491,AFL,2019 q2,4030,0.4587293797328426,"Jay H. Gelb, CFA",0.3265993602147818,male,Barclays,"('AFL', '2019 q2')",0.0
13492,AIG,2019 q2,4030,0.3545609026634191,"Jay H. Gelb, CFA",0.091383344884464,male,Barclays,"('AIG', '2019 q2')",0.0
13493,ALL,2019 q2,4030,0.6879122006207211,"Jay H. Gelb, CFA",0.5169165245173721,male,Barclays,"('ALL', '2019 q2')",0.0
13494,AON,2019 q2,4030,0.7010480473672025,"Jay H. Gelb, CFA",0.6267269614647808,male,Barclays,"('AON', '2019 q2')",0.0
13495,GL,2019 q2,4030,0.6143217403227708,"Jay H. Gelb, CFA",0.593198459229375,male,Barclays,"('GL', '2019 q2')",0.0
13496,LNC,2019 q2,4030,0.2480946717933129,"Jay H. Gelb, CFA",0.0622442757554604,male,Barclays,"('LNC', '2019 q2')",0.0
13497,PGR,2019 q2,4030,0.5085156478059731,"Jay H. Gelb, CFA",0.184891153763658,male,Barclays,"('PGR', '2019 q2')",0.0
13498,TRV,2019 q2,4030,0.4518924345617305,"Jay H. Gelb, CFA",0.5556020695087736,male,Barclays,"('TRV', '2019 q2')",0.0
13499,WLTW,2019 q2,4030,0.6968204902795674,"Jay H. Gelb, CFA",0.8098255356461233,male,Barclays,"('WLTW', '2019 q2')",0.0
13500,AFL,2019 q2,4030,0.4587293797328426,Mr. John B. Barnidge,0.2771318909409832,male,Sandler O'Neill & Partners,"('AFL', '2019 q2')",0.0
13501,LNC,2019 q2,4030,0.2480946717933129,Mr. John B. Barnidge,0.1658382810211151,male,Sandler O'Neill & Partners,"('LNC', '2019 q2')",0.010098124854266644
13502,MET,2019 q2,4030,0.5313865531963768,Mr. John B. Barnidge,0.3846416427757523,male,Sandler O'Neill & Partners,"('MET', '2019 q2')",0.0
13503,PFG,2019 q2,4030,0.4929381026211483,Mr. John B. Barnidge,0.7173569357906567,male,Sandler O'Neill & Partners,"('PFG', '2019 q2')",0.03333333507180214
13504,PRU,2019 q2,4030,0.4800976640676478,Mr. John B. Barnidge,0.1846737685525792,male,Sandler O'Neill & Partners,"('PRU', '2019 q2')",0.0
13505,AFL,2019 q2,4030,0.4587293797328426,"Mark D. Hughes, CFA",0.1642083637685764,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2019 q2')",0.0
13506,AJG,2019 q2,4030,0.5122219418157428,"Mark D. Hughes, CFA",0.2826752503772834,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2019 q2')",0.0
13507,GL,2019 q2,4030,0.6143217403227708,"Mark D. Hughes, CFA",0.2982738361153966,male,SunTrust Robinson Humphrey Capital Markets,"('GL', '2019 q2')",0.023650268092751503
13508,WLTW,2019 q2,4030,0.6968204902795674,"Mark D. Hughes, CFA",0.3252228687960296,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2019 q2')",0.0
13509,AFL,2019 q2,4030,0.4587293797328426,"Mark A. Dwelle, CFA",0.1493382928631723,male,RBC Capital Markets,"('AFL', '2019 q2')",0.0
13510,AIG,2019 q2,4030,0.3545609026634191,"Mark A. Dwelle, CFA",0.0903577866158485,male,RBC Capital Markets,"('AIG', '2019 q2')",0.0
13511,AJG,2019 q2,4030,0.5122219418157428,"Mark A. Dwelle, CFA",0.2481567978956459,male,RBC Capital Markets,"('AJG', '2019 q2')",0.0
13512,AON,2019 q2,4030,0.7010480473672025,"Mark A. Dwelle, CFA",0.3752143592595385,male,RBC Capital Markets,"('AON', '2019 q2')",0.0
13513,CINF,2019 q2,4030,0.5498278706112827,"Mark A. Dwelle, CFA",0.3931965198949191,male,RBC Capital Markets,"('CINF', '2019 q2')",0.0
13514,HIG,2019 q2,4030,0.5300049115017029,"Mark A. Dwelle, CFA",0.2006001400792821,male,RBC Capital Markets,"('HIG', '2019 q2')",0.0
13515,LNC,2019 q2,4030,0.2480946717933129,"Mark A. Dwelle, CFA",0.0951565736162146,male,RBC Capital Markets,"('LNC', '2019 q2')",0.013909345492720604
13516,MET,2019 q2,4030,0.5313865531963768,"Mark A. Dwelle, CFA",0.272086857982034,male,RBC Capital Markets,"('MET', '2019 q2')",0.0
13517,MMC,2019 q2,4030,0.7239654350573599,"Mark A. Dwelle, CFA",0.4928154432547779,male,RBC Capital Markets,"('MMC', '2019 q2')",0.0
13518,PFG,2019 q2,4030,0.4929381026211483,"Mark A. Dwelle, CFA",0.2356940140910597,male,RBC Capital Markets,"('PFG', '2019 q2')",0.0
13519,PRU,2019 q2,4030,0.4800976640676478,"Mark A. Dwelle, CFA",0.1868671642492851,male,RBC Capital Markets,"('PRU', '2019 q2')",0.0
13520,TRV,2019 q2,4030,0.4518924345617305,"Mark A. Dwelle, CFA",0.1365979975578713,male,RBC Capital Markets,"('TRV', '2019 q2')",0.0
13521,UNM,2019 q2,4030,0.6110692039154308,"Mark A. Dwelle, CFA",0.3549837134544719,male,RBC Capital Markets,"('UNM', '2019 q2')",0.0
13522,WRB,2019 q2,4030,0.59310033314746,"Mark A. Dwelle, CFA",0.2371325616793993,male,RBC Capital Markets,"('WRB', '2019 q2')",0.0
13523,AFL,2019 q2,4030,0.4587293797328426,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('AFL', '2019 q2')",0.9741661548614502
13524,ALL,2019 q2,4030,0.6879122006207211,SADIF Research,0.9948696826546878,Not a person,Sadif Analytics Prime,"('ALL', '2019 q2')",0.9714032411575317
13525,CINF,2019 q2,4030,0.5498278706112827,SADIF Research,0.9731794399911572,Not a person,Sadif Analytics Prime,"('CINF', '2019 q2')",0.9546381235122681
13526,GL,2019 q2,4030,0.6143217403227708,SADIF Research,0.9707220157484344,Not a person,Sadif Analytics Prime,"('GL', '2019 q2')",0.9448731541633606
13527,PGR,2019 q2,4030,0.5085156478059731,SADIF Research,0.9937550176813564,Not a person,Sadif Analytics Prime,"('PGR', '2019 q2')",0.9643840789794922
13528,UNM,2019 q2,4030,0.6110692039154308,SADIF Research,0.9520499172353218,Not a person,Sadif Analytics Prime,"('UNM', '2019 q2')",0.9283827543258667
13529,AIG,2019 q2,4030,0.3545609026634191,"Paul Newsome, CFA",0.1745438997141161,male,Sandler O'Neill & Partners,"('AIG', '2019 q2')",0.02328912541270256
13530,AJG,2019 q2,4030,0.5122219418157428,"Paul Newsome, CFA",0.3441683345742282,male,Sandler O'Neill & Partners,"('AJG', '2019 q2')",0.0
13531,ALL,2019 q2,4030,0.6879122006207211,"Paul Newsome, CFA",0.344175233127077,male,Sandler O'Neill & Partners,"('ALL', '2019 q2')",0.0
13532,AON,2019 q2,4030,0.7010480473672025,"Paul Newsome, CFA",0.439483998744567,male,Sandler O'Neill & Partners,"('AON', '2019 q2')",0.0
13533,CB,2019 q2,4030,0.5947507613792846,"Paul Newsome, CFA",0.4408160005038408,male,Sandler O'Neill & Partners,"('CB', '2019 q2')",0.0
13534,CINF,2019 q2,4030,0.5498278706112827,"Paul Newsome, CFA",0.2378344705869703,male,Sandler O'Neill & Partners,"('CINF', '2019 q2')",0.0
13535,HIG,2019 q2,4030,0.5300049115017029,"Paul Newsome, CFA",0.2223071134158763,male,Sandler O'Neill & Partners,"('HIG', '2019 q2')",0.0
13536,MMC,2019 q2,4030,0.7239654350573599,"Paul Newsome, CFA",0.4162901898554987,male,Sandler O'Neill & Partners,"('MMC', '2019 q2')",0.0
13537,PGR,2019 q2,4030,0.5085156478059731,"Paul Newsome, CFA",0.1575700787326799,male,Sandler O'Neill & Partners,"('PGR', '2019 q2')",0.0
13538,TRV,2019 q2,4030,0.4518924345617305,"Paul Newsome, CFA",0.1510523686341787,male,Sandler O'Neill & Partners,"('TRV', '2019 q2')",0.0
13539,WLTW,2019 q2,4030,0.6968204902795674,"Paul Newsome, CFA",0.3620859009431527,male,Sandler O'Neill & Partners,"('WLTW', '2019 q2')",0.0
13540,AIG,2019 q2,4030,0.3545609026634191,Mr. Thomas Gallagher,0.0923956004249779,male,EVERCORE ISI,"('AIG', '2019 q2')",0.0
13541,GL,2019 q2,4030,0.6143217403227708,Mr. Thomas Gallagher,0.3936230816847829,male,EVERCORE ISI,"('GL', '2019 q2')",0.0
13542,LNC,2019 q2,4030,0.2480946717933129,Mr. Thomas Gallagher,0.119448181711171,male,EVERCORE ISI,"('LNC', '2019 q2')",0.0
13543,PFG,2019 q2,4030,0.4929381026211483,Mr. Thomas Gallagher,0.2806289309171981,male,EVERCORE ISI,"('PFG', '2019 q2')",0.0
13544,PRU,2019 q2,4030,0.4800976640676478,Mr. Thomas Gallagher,0.466468092638257,male,EVERCORE ISI,"('PRU', '2019 q2')",0.0
13545,AIG,2019 q2,4030,0.3545609026634191,Mr. Joshua D. Shanker,0.3465404816070895,male,Deutsche Bank,"('AIG', '2019 q2')",0.0273441132158041
13546,HIG,2019 q2,4030,0.5300049115017029,Mr. Joshua D. Shanker,0.8718148124644632,male,Deutsche Bank,"('HIG', '2019 q2')",0.0
13547,L,2019 q2,4030,0.9795103765036586,Mr. Joshua D. Shanker,0.9795103765036586,male,Deutsche Bank,"('L', '2019 q2')",0.0
13548,TRV,2019 q2,4030,0.4518924345617305,Mr. Joshua D. Shanker,0.6900303560395101,male,Deutsche Bank,"('TRV', '2019 q2')",0.02534922957420349
13549,WRB,2019 q2,4030,0.59310033314746,Mr. Joshua D. Shanker,0.7539848870263535,male,Deutsche Bank,"('WRB', '2019 q2')",0.01377574447542429
13550,AIG,2019 q2,4030,0.3545609026634191,Mr. Andrew S. Kligerman,0.2149811079398565,male,Credit Suisse,"('AIG', '2019 q2')",0.0
13551,PRU,2019 q2,4030,0.4800976640676478,Mr. Andrew S. Kligerman,0.243768585877601,male,Credit Suisse,"('PRU', '2019 q2')",0.0
13552,AIG,2019 q2,4030,0.3545609026634191,Jay A. A. Cohen,0.1559264378513837,male,BofA Global Research,"('AIG', '2019 q2')",0.01303300354629755
13553,AON,2019 q2,4030,0.7010480473672025,Jay A. A. Cohen,0.312831928211622,male,BofA Global Research,"('AON', '2019 q2')",0.0
13554,GL,2019 q2,4030,0.6143217403227708,Jay A. A. Cohen,0.3908927329383396,male,BofA Global Research,"('GL', '2019 q2')",0.022296132519841194
13555,HIG,2019 q2,4030,0.5300049115017029,Jay A. A. Cohen,0.27423014653328,male,BofA Global Research,"('HIG', '2019 q2')",0.010981826111674309
13556,LNC,2019 q2,4030,0.2480946717933129,Jay A. A. Cohen,0.3526163319122091,male,BofA Global Research,"('LNC', '2019 q2')",0.0
13557,MET,2019 q2,4030,0.5313865531963768,Jay A. A. Cohen,0.3816510288502998,male,BofA Global Research,"('MET', '2019 q2')",0.0
13558,MMC,2019 q2,4030,0.7239654350573599,Jay A. A. Cohen,0.6060682700459353,male,BofA Global Research,"('MMC', '2019 q2')",0.0
13559,PFG,2019 q2,4030,0.4929381026211483,Jay A. A. Cohen,0.3532997577309665,male,BofA Global Research,"('PFG', '2019 q2')",0.0
13560,PRU,2019 q2,4030,0.4800976640676478,Jay A. A. Cohen,0.3991953573364401,male,BofA Global Research,"('PRU', '2019 q2')",0.0
13561,TRV,2019 q2,4030,0.4518924345617305,Jay A. A. Cohen,0.139710339976987,male,BofA Global Research,"('TRV', '2019 q2')",0.0
13562,UNM,2019 q2,4030,0.6110692039154308,Jay A. A. Cohen,0.4099400718854223,male,BofA Global Research,"('UNM', '2019 q2')",0.0
13563,WLTW,2019 q2,4030,0.6968204902795674,Jay A. A. Cohen,0.2819777724683184,male,BofA Global Research,"('WLTW', '2019 q2')",0.0
13564,AIG,2019 q2,4030,0.3545609026634191,Mr. Michael W. W. Phillips,0.4358146981032244,male,Morgan Stanley,"('AIG', '2019 q2')",0.0
13565,AIZ,2019 q2,4030,0.6922910629810954,Mr. Michael W. W. Phillips,0.6922910629810954,male,Morgan Stanley,"('AIZ', '2019 q2')",0.0
13566,AJG,2019 q2,4030,0.5122219418157428,Mr. Michael W. W. Phillips,0.3676352198955179,male,Morgan Stanley,"('AJG', '2019 q2')",0.0
13567,ALL,2019 q2,4030,0.6879122006207211,Mr. Michael W. W. Phillips,0.4404573076797878,male,Morgan Stanley,"('ALL', '2019 q2')",0.0
13568,AON,2019 q2,4030,0.7010480473672025,Mr. Michael W. W. Phillips,0.4980108786841721,male,Morgan Stanley,"('AON', '2019 q2')",0.0
13569,HIG,2019 q2,4030,0.5300049115017029,Mr. Michael W. W. Phillips,0.2373924398869264,male,Morgan Stanley,"('HIG', '2019 q2')",0.0
13570,RE,2019 q2,4030,0.4840622723248384,Mr. Michael W. W. Phillips,0.529090980834401,male,Morgan Stanley,"('RE', '2019 q2')",0.0
13571,TRV,2019 q2,4030,0.4518924345617305,Mr. Michael W. W. Phillips,0.2439534510714678,male,Morgan Stanley,"('TRV', '2019 q2')",0.0
13572,WLTW,2019 q2,4030,0.6968204902795674,Mr. Michael W. W. Phillips,0.5997971068691837,male,Morgan Stanley,"('WLTW', '2019 q2')",0.0
13573,WRB,2019 q2,4030,0.59310033314746,Mr. Michael W. W. Phillips,0.2620736959845524,male,Morgan Stanley,"('WRB', '2019 q2')",0.0
13574,AIG,2019 q2,4030,0.3545609026634191,Mr. Brett Horn,0.5054399719254378,male,"Morningstar, Inc.","('AIG', '2019 q2')",0.0
13575,ALL,2019 q2,4030,0.6879122006207211,Mr. Brett Horn,0.7469868906984801,male,"Morningstar, Inc.","('ALL', '2019 q2')",0.0
13576,AON,2019 q2,4030,0.7010480473672025,Mr. Brett Horn,0.8332373737260714,male,"Morningstar, Inc.","('AON', '2019 q2')",0.0
13577,CB,2019 q2,4030,0.5947507613792846,Mr. Brett Horn,0.7483819590232521,male,"Morningstar, Inc.","('CB', '2019 q2')",0.0
13578,MET,2019 q2,4030,0.5313865531963768,Mr. Brett Horn,0.7217838760886777,male,"Morningstar, Inc.","('MET', '2019 q2')",0.0
13579,MMC,2019 q2,4030,0.7239654350573599,Mr. Brett Horn,0.7436956244320726,male,"Morningstar, Inc.","('MMC', '2019 q2')",0.0
13580,PGR,2019 q2,4030,0.5085156478059731,Mr. Brett Horn,0.6012282297207113,male,"Morningstar, Inc.","('PGR', '2019 q2')",0.015774855700631935
13581,PRU,2019 q2,4030,0.4800976640676478,Mr. Brett Horn,0.5660469983917142,male,"Morningstar, Inc.","('PRU', '2019 q2')",0.011111111690600714
13582,TRV,2019 q2,4030,0.4518924345617305,Mr. Brett Horn,0.5722351951848014,male,"Morningstar, Inc.","('TRV', '2019 q2')",0.0
13583,WLTW,2019 q2,4030,0.6968204902795674,Mr. Brett Horn,0.7652891284622529,male,"Morningstar, Inc.","('WLTW', '2019 q2')",0.0
13584,WRB,2019 q2,4030,0.59310033314746,Mr. Brett Horn,0.6114222149257634,male,"Morningstar, Inc.","('WRB', '2019 q2')",0.0
13585,AJG,2019 q2,4030,0.5122219418157428,Alison M. Jacobowitz,0.3716825525883456,female,BofA Global Research,"('AJG', '2019 q2')",0.0
13586,ALL,2019 q2,4030,0.6879122006207211,Alison M. Jacobowitz,0.2852784911962098,female,BofA Global Research,"('ALL', '2019 q2')",0.024199246428906918
13587,PGR,2019 q2,4030,0.5085156478059731,Alison M. Jacobowitz,0.3236155705909614,female,BofA Global Research,"('PGR', '2019 q2')",0.0
13588,AJG,2019 q2,4030,0.5122219418157428,Michael D. Zaremski,0.5612567137678407,male,Credit Suisse,"('AJG', '2019 q2')",0.0
13589,ALL,2019 q2,4030,0.6879122006207211,Michael D. Zaremski,0.7221408252231246,male,Credit Suisse,"('ALL', '2019 q2')",0.0
13590,AON,2019 q2,4030,0.7010480473672025,Michael D. Zaremski,0.86616828126242,male,Credit Suisse,"('AON', '2019 q2')",0.0
13591,CINF,2019 q2,4030,0.5498278706112827,Michael D. Zaremski,0.4515691097204554,male,Credit Suisse,"('CINF', '2019 q2')",0.0
13592,HIG,2019 q2,4030,0.5300049115017029,Michael D. Zaremski,0.7307412645363762,male,Credit Suisse,"('HIG', '2019 q2')",0.0
13593,MMC,2019 q2,4030,0.7239654350573599,Michael D. Zaremski,0.6020762495821521,male,Credit Suisse,"('MMC', '2019 q2')",0.005155968014150858
13594,PGR,2019 q2,4030,0.5085156478059731,Michael D. Zaremski,0.3570007414775484,male,Credit Suisse,"('PGR', '2019 q2')",0.006788135195771853
13595,RE,2019 q2,4030,0.4840622723248384,Michael D. Zaremski,0.4189724787055624,male,Credit Suisse,"('RE', '2019 q2')",0.0
13596,WLTW,2019 q2,4030,0.6968204902795674,Michael D. Zaremski,0.500004214770451,male,Credit Suisse,"('WLTW', '2019 q2')",0.004196871692935626
13597,WRB,2019 q2,4030,0.59310033314746,Michael D. Zaremski,0.598668752571049,male,Credit Suisse,"('WRB', '2019 q2')",0.0
13598,AON,2019 q2,4030,0.7010480473672025,Harry Fong,0.4275913585790658,male,MKM Partners,"('AON', '2019 q2')",0.037159206345677376
13599,CINF,2019 q2,4030,0.5498278706112827,Harry Fong,0.2267082711561852,male,MKM Partners,"('CINF', '2019 q2')",0.011191938538104296
13600,PGR,2019 q2,4030,0.5085156478059731,Harry Fong,0.2228493314629079,male,MKM Partners,"('PGR', '2019 q2')",0.013577204197645187
13601,TRV,2019 q2,4030,0.4518924345617305,Harry Fong,0.1701310165535038,male,MKM Partners,"('TRV', '2019 q2')",0.014358382672071457
13602,WLTW,2019 q2,4030,0.6968204902795674,Harry Fong,0.6480154819288203,male,MKM Partners,"('WLTW', '2019 q2')",0.013952313456684351
13603,AON,2019 q2,4030,0.7010480473672025,"David Styblo, CFA",0.3570062848060922,male,Jefferies,"('AON', '2019 q2')",0.0
13604,WLTW,2019 q2,4030,0.6968204902795674,"David Styblo, CFA",0.5380600211820463,male,Jefferies,"('WLTW', '2019 q2')",0.0
13605,MMC,2019 q2,4030,0.7239654350573599,Credit Suisse Global Product Marketing,0.7691635614169361,Not a person,Credit Suisse,"('MMC', '2019 q2')",0.0
13606,PGR,2019 q2,4030,0.5085156478059731,"Adam Klauber, CFA",0.1910240031064755,male,William Blair & Company,"('PGR', '2019 q2')",0.0
13607,WLTW,2019 q2,4030,0.6968204902795674,"Adam Klauber, CFA",0.4333164903669596,male,William Blair & Company,"('WLTW', '2019 q2')",0.0
13608,WRB,2019 q2,4030,0.59310033314746,Mr. Robert E. Farnam,0.4244887670319612,male,"Boenning & Scattergood, Inc","('WRB', '2019 q2')",0.0
13609,AFL,2019 q3,4030,0.5762761216637553,"Jay H. Gelb, CFA",0.501997230528692,male,Barclays,"('AFL', '2019 q3')",0.0
13610,AIG,2019 q3,4030,0.4420685509821757,"Jay H. Gelb, CFA",0.7845093470486165,male,Barclays,"('AIG', '2019 q3')",0.0
13611,ALL,2019 q3,4030,0.6349119286801681,"Jay H. Gelb, CFA",0.4324289645376751,male,Barclays,"('ALL', '2019 q3')",0.0
13612,AON,2019 q3,4030,0.7569555372293475,"Jay H. Gelb, CFA",0.6336357845175111,male,Barclays,"('AON', '2019 q3')",0.0
13613,CB,2019 q3,4030,0.5719087267765615,"Jay H. Gelb, CFA",0.2931899303513138,male,Barclays,"('CB', '2019 q3')",0.0
13614,HIG,2019 q3,4030,0.5837289523034661,"Jay H. Gelb, CFA",0.769974073985895,male,Barclays,"('HIG', '2019 q3')",0.0
13615,LNC,2019 q3,4030,0.245929969864439,"Jay H. Gelb, CFA",0.0585204552686824,male,Barclays,"('LNC', '2019 q3')",0.0
13616,PGR,2019 q3,4030,0.7282789647494704,"Jay H. Gelb, CFA",0.8062122432048106,male,Barclays,"('PGR', '2019 q3')",0.0
13617,TRV,2019 q3,4030,0.5702252633818974,"Jay H. Gelb, CFA",0.6354855114846151,male,Barclays,"('TRV', '2019 q3')",0.0
13618,WLTW,2019 q3,4030,0.6932675144081988,"Jay H. Gelb, CFA",0.7403664741195732,male,Barclays,"('WLTW', '2019 q3')",0.0
13619,AFL,2019 q3,4030,0.5762761216637553,Nigel Dally,0.2511298351527621,male,Morgan Stanley,"('AFL', '2019 q3')",0.002952686045318842
13620,GL,2019 q3,4030,0.2786805967857323,Nigel Dally,0.248882237234812,male,Morgan Stanley,"('GL', '2019 q3')",0.0
13621,LNC,2019 q3,4030,0.245929969864439,Nigel Dally,0.1737416687426978,male,Morgan Stanley,"('LNC', '2019 q3')",0.0
13622,MET,2019 q3,4030,0.5378264571025969,Nigel Dally,0.2529273763970236,male,Morgan Stanley,"('MET', '2019 q3')",0.020279930904507637
13623,PFG,2019 q3,4030,0.5079459199835565,Nigel Dally,0.3553773406007376,male,Morgan Stanley,"('PFG', '2019 q3')",0.0
13624,PRU,2019 q3,4030,0.5848102199575118,Nigel Dally,0.2766034247260135,male,Morgan Stanley,"('PRU', '2019 q3')",0.0
13625,UNM,2019 q3,4030,0.3482512173843949,Nigel Dally,0.3544555110666625,male,Morgan Stanley,"('UNM', '2019 q3')",0.019831977784633636
13626,AFL,2019 q3,4030,0.5762761216637553,Ian Ryave,0.1770054855319291,male,BofA Global Research,"('AFL', '2019 q3')",0.0
13627,AFL,2019 q3,4030,0.5762761216637553,Mr. John B. Barnidge,0.26993846600942,male,Sandler O'Neill & Partners,"('AFL', '2019 q3')",0.0
13628,LNC,2019 q3,4030,0.245929969864439,Mr. John B. Barnidge,0.1578074531737688,male,Sandler O'Neill & Partners,"('LNC', '2019 q3')",0.01576429419219494
13629,MET,2019 q3,4030,0.5378264571025969,Mr. John B. Barnidge,0.2835884352491578,male,Sandler O'Neill & Partners,"('MET', '2019 q3')",0.0
13630,PFG,2019 q3,4030,0.5079459199835565,Mr. John B. Barnidge,0.6764984697172004,male,Sandler O'Neill & Partners,"('PFG', '2019 q3')",0.01666666753590107
13631,PRU,2019 q3,4030,0.5848102199575118,Mr. John B. Barnidge,0.2209380713050854,male,Sandler O'Neill & Partners,"('PRU', '2019 q3')",0.0
13632,AFL,2019 q3,4030,0.5762761216637553,Ms. Catherine A. Seifert,0.3741341018691917,female,CFRA Equity Research,"('AFL', '2019 q3')",0.0
13633,AIG,2019 q3,4030,0.4420685509821757,Ms. Catherine A. Seifert,0.3358120821146358,female,CFRA Equity Research,"('AIG', '2019 q3')",0.0
13634,AIZ,2019 q3,4030,0.3676642582380056,Ms. Catherine A. Seifert,0.3676642582380054,female,CFRA Equity Research,"('AIZ', '2019 q3')",0.0
13635,AJG,2019 q3,4030,0.6090740855481538,Ms. Catherine A. Seifert,0.6968189824420702,female,CFRA Equity Research,"('AJG', '2019 q3')",0.0
13636,ALL,2019 q3,4030,0.6349119286801681,Ms. Catherine A. Seifert,0.4125371284717496,female,CFRA Equity Research,"('ALL', '2019 q3')",0.0
13637,AON,2019 q3,4030,0.7569555372293475,Ms. Catherine A. Seifert,0.8733008948336806,female,CFRA Equity Research,"('AON', '2019 q3')",0.0
13638,CB,2019 q3,4030,0.5719087267765615,Ms. Catherine A. Seifert,0.4169104928258245,female,CFRA Equity Research,"('CB', '2019 q3')",0.0
13639,CINF,2019 q3,4030,0.2831279935394272,Ms. Catherine A. Seifert,0.3661152817495539,female,CFRA Equity Research,"('CINF', '2019 q3')",0.0
13640,GL,2019 q3,4030,0.2786805967857323,Ms. Catherine A. Seifert,0.3090447356819847,female,CFRA Equity Research,"('GL', '2019 q3')",0.0
13641,HIG,2019 q3,4030,0.5837289523034661,Ms. Catherine A. Seifert,0.4049409386725957,female,CFRA Equity Research,"('HIG', '2019 q3')",0.0
13642,L,2019 q3,4030,0.9719335599309148,Ms. Catherine A. Seifert,0.9719335599309148,female,CFRA Equity Research,"('L', '2019 q3')",0.0
13643,LNC,2019 q3,4030,0.245929969864439,Ms. Catherine A. Seifert,0.3257107083922722,female,CFRA Equity Research,"('LNC', '2019 q3')",0.0
13644,MET,2019 q3,4030,0.5378264571025969,Ms. Catherine A. Seifert,0.4650703921431313,female,CFRA Equity Research,"('MET', '2019 q3')",0.0
13645,MMC,2019 q3,4030,0.5644830171544813,Ms. Catherine A. Seifert,0.6414303027860716,female,CFRA Equity Research,"('MMC', '2019 q3')",0.0
13646,PFG,2019 q3,4030,0.5079459199835565,Ms. Catherine A. Seifert,0.4677900028552778,female,CFRA Equity Research,"('PFG', '2019 q3')",0.0
13647,PGR,2019 q3,4030,0.7282789647494704,Ms. Catherine A. Seifert,0.4952618898008523,female,CFRA Equity Research,"('PGR', '2019 q3')",0.0
13648,PRU,2019 q3,4030,0.5848102199575118,Ms. Catherine A. Seifert,0.3872141231772585,female,CFRA Equity Research,"('PRU', '2019 q3')",0.0
13649,RE,2019 q3,4030,0.7957835045214735,Ms. Catherine A. Seifert,0.6730046307661315,female,CFRA Equity Research,"('RE', '2019 q3')",0.0
13650,TRV,2019 q3,4030,0.5702252633818974,Ms. Catherine A. Seifert,0.3668726688785044,female,CFRA Equity Research,"('TRV', '2019 q3')",0.0
13651,UNM,2019 q3,4030,0.3482512173843949,Ms. Catherine A. Seifert,0.3963619515011929,female,CFRA Equity Research,"('UNM', '2019 q3')",0.0
13652,WLTW,2019 q3,4030,0.6932675144081988,Ms. Catherine A. Seifert,0.7578053115729045,female,CFRA Equity Research,"('WLTW', '2019 q3')",0.0
13653,WRB,2019 q3,4030,0.5010583458628071,Ms. Catherine A. Seifert,0.4280169617395882,female,CFRA Equity Research,"('WRB', '2019 q3')",0.0
13654,AFL,2019 q3,4030,0.5762761216637553,SADIF Research,0.992735829590687,Not a person,Sadif Analytics Prime,"('AFL', '2019 q3')",0.974250078201294
13655,MET,2019 q3,4030,0.5378264571025969,SADIF Research,0.957554252306782,Not a person,Sadif Analytics Prime,"('MET', '2019 q3')",0.9384034872055054
13656,PGR,2019 q3,4030,0.7282789647494704,SADIF Research,0.9831218786335354,Not a person,Sadif Analytics Prime,"('PGR', '2019 q3')",0.966250479221344
13657,PRU,2019 q3,4030,0.5848102199575118,SADIF Research,0.967490759329793,Not a person,Sadif Analytics Prime,"('PRU', '2019 q3')",0.9430719017982483
13658,AFL,2019 q3,4030,0.5762761216637553,Credit Suisse Global Product Marketing,0.9687768997653196,Not a person,Credit Suisse,"('AFL', '2019 q3')",0.0
13659,AON,2019 q3,4030,0.7569555372293475,Credit Suisse Global Product Marketing,0.8296851546794297,Not a person,Credit Suisse,"('AON', '2019 q3')",0.0
13660,PGR,2019 q3,4030,0.7282789647494704,Credit Suisse Global Product Marketing,0.8875428135763966,Not a person,Credit Suisse,"('PGR', '2019 q3')",0.0
13661,AFL,2019 q3,4030,0.5762761216637553,Mr. Thomas Gallagher,0.2794116138529524,male,EVERCORE ISI,"('AFL', '2019 q3')",0.014656215285261473
13662,AIG,2019 q3,4030,0.4420685509821757,Mr. Thomas Gallagher,0.2388907567061285,male,EVERCORE ISI,"('AIG', '2019 q3')",0.0
13663,LNC,2019 q3,4030,0.245929969864439,Mr. Thomas Gallagher,0.1107998438174852,male,EVERCORE ISI,"('LNC', '2019 q3')",0.0
13664,MET,2019 q3,4030,0.5378264571025969,Mr. Thomas Gallagher,0.2268759506414917,male,EVERCORE ISI,"('MET', '2019 q3')",0.0
13665,PRU,2019 q3,4030,0.5848102199575118,Mr. Thomas Gallagher,0.2613644363441509,male,EVERCORE ISI,"('PRU', '2019 q3')",0.0
13666,AFL,2019 q3,4030,0.5762761216637553,"Mark A. Dwelle, CFA",0.2021754902787908,male,RBC Capital Markets,"('AFL', '2019 q3')",0.0
13667,AIG,2019 q3,4030,0.4420685509821757,"Mark A. Dwelle, CFA",0.1122681224085404,male,RBC Capital Markets,"('AIG', '2019 q3')",0.0
13668,AJG,2019 q3,4030,0.6090740855481538,"Mark A. Dwelle, CFA",0.299378613170803,male,RBC Capital Markets,"('AJG', '2019 q3')",0.0
13669,AON,2019 q3,4030,0.7569555372293475,"Mark A. Dwelle, CFA",0.343874554723178,male,RBC Capital Markets,"('AON', '2019 q3')",0.0
13670,CB,2019 q3,4030,0.5719087267765615,"Mark A. Dwelle, CFA",0.2859688778292001,male,RBC Capital Markets,"('CB', '2019 q3')",0.0
13671,CINF,2019 q3,4030,0.2831279935394272,"Mark A. Dwelle, CFA",0.1189917229609955,male,RBC Capital Markets,"('CINF', '2019 q3')",0.0
13672,HIG,2019 q3,4030,0.5837289523034661,"Mark A. Dwelle, CFA",0.2513545372240647,male,RBC Capital Markets,"('HIG', '2019 q3')",0.0
13673,LNC,2019 q3,4030,0.245929969864439,"Mark A. Dwelle, CFA",0.0892722130777612,male,RBC Capital Markets,"('LNC', '2019 q3')",0.011899841949343681
13674,MET,2019 q3,4030,0.5378264571025969,"Mark A. Dwelle, CFA",0.1590952048414455,male,RBC Capital Markets,"('MET', '2019 q3')",0.0
13675,MMC,2019 q3,4030,0.5644830171544813,"Mark A. Dwelle, CFA",0.2814152739360758,male,RBC Capital Markets,"('MMC', '2019 q3')",0.0
13676,PFG,2019 q3,4030,0.5079459199835565,"Mark A. Dwelle, CFA",0.289728091919619,male,RBC Capital Markets,"('PFG', '2019 q3')",0.0
13677,PRU,2019 q3,4030,0.5848102199575118,"Mark A. Dwelle, CFA",0.1640529129808981,male,RBC Capital Markets,"('PRU', '2019 q3')",0.0
13678,TRV,2019 q3,4030,0.5702252633818974,"Mark A. Dwelle, CFA",0.2470652498159277,male,RBC Capital Markets,"('TRV', '2019 q3')",0.0
13679,UNM,2019 q3,4030,0.3482512173843949,"Mark A. Dwelle, CFA",0.2243625109824552,male,RBC Capital Markets,"('UNM', '2019 q3')",0.0
13680,WRB,2019 q3,4030,0.5010583458628071,"Mark A. Dwelle, CFA",0.1832229976557784,male,RBC Capital Markets,"('WRB', '2019 q3')",0.0
13681,AFL,2019 q3,4030,0.5762761216637553,"Mark D. Hughes, CFA",0.2613633883547674,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2019 q3')",0.0
13682,AIZ,2019 q3,4030,0.3676642582380056,"Mark D. Hughes, CFA",0.3676642582380055,male,SunTrust Robinson Humphrey Capital Markets,"('AIZ', '2019 q3')",0.0
13683,AJG,2019 q3,4030,0.6090740855481538,"Mark D. Hughes, CFA",0.2685409050907456,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2019 q3')",0.0
13684,GL,2019 q3,4030,0.2786805967857323,"Mark D. Hughes, CFA",0.1698133009570702,male,SunTrust Robinson Humphrey Capital Markets,"('GL', '2019 q3')",0.020215434953570366
13685,WLTW,2019 q3,4030,0.6932675144081988,"Mark D. Hughes, CFA",0.2808835590542465,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2019 q3')",0.0
13686,AIG,2019 q3,4030,0.4420685509821757,Mr. Andrew S. Kligerman,0.2957968900572406,male,Credit Suisse,"('AIG', '2019 q3')",0.0
13687,PRU,2019 q3,4030,0.5848102199575118,Mr. Andrew S. Kligerman,0.2857417395002763,male,Credit Suisse,"('PRU', '2019 q3')",0.0
13688,AIG,2019 q3,4030,0.4420685509821757,Mr. Michael W. W. Phillips,0.3384025210472252,male,Morgan Stanley,"('AIG', '2019 q3')",0.0
13689,ALL,2019 q3,4030,0.6349119286801681,Mr. Michael W. W. Phillips,0.8897571507819573,male,Morgan Stanley,"('ALL', '2019 q3')",0.0
13690,AON,2019 q3,4030,0.7569555372293475,Mr. Michael W. W. Phillips,0.4057522590757995,male,Morgan Stanley,"('AON', '2019 q3')",0.0
13691,CB,2019 q3,4030,0.5719087267765615,Mr. Michael W. W. Phillips,0.7547929279514443,male,Morgan Stanley,"('CB', '2019 q3')",0.0
13692,RE,2019 q3,4030,0.7957835045214735,Mr. Michael W. W. Phillips,0.9604101271555852,male,Morgan Stanley,"('RE', '2019 q3')",0.0
13693,TRV,2019 q3,4030,0.5702252633818974,Mr. Michael W. W. Phillips,0.7007926991856058,male,Morgan Stanley,"('TRV', '2019 q3')",0.0
13694,WLTW,2019 q3,4030,0.6932675144081988,Mr. Michael W. W. Phillips,0.4303315168229172,male,Morgan Stanley,"('WLTW', '2019 q3')",0.0
13695,WRB,2019 q3,4030,0.5010583458628071,Mr. Michael W. W. Phillips,0.2604336104488992,male,Morgan Stanley,"('WRB', '2019 q3')",0.0
13696,AIG,2019 q3,4030,0.4420685509821757,Mr. Brett Horn,0.568980432348906,male,"Morningstar, Inc.","('AIG', '2019 q3')",0.0
13697,ALL,2019 q3,4030,0.6349119286801681,Mr. Brett Horn,0.7398024984640801,male,"Morningstar, Inc.","('ALL', '2019 q3')",0.01666666753590107
13698,AON,2019 q3,4030,0.7569555372293475,Mr. Brett Horn,0.8666272707067102,male,"Morningstar, Inc.","('AON', '2019 q3')",0.0
13699,CB,2019 q3,4030,0.5719087267765615,Mr. Brett Horn,0.7856407792104148,male,"Morningstar, Inc.","('CB', '2019 q3')",0.0
13700,MET,2019 q3,4030,0.5378264571025969,Mr. Brett Horn,0.7431284017510378,male,"Morningstar, Inc.","('MET', '2019 q3')",0.0
13701,MMC,2019 q3,4030,0.5644830171544813,Mr. Brett Horn,0.7199268967334258,male,"Morningstar, Inc.","('MMC', '2019 q3')",0.0
13702,PGR,2019 q3,4030,0.7282789647494704,Mr. Brett Horn,0.6477729398942278,male,"Morningstar, Inc.","('PGR', '2019 q3')",0.01753902481868863
13703,PRU,2019 q3,4030,0.5848102199575118,Mr. Brett Horn,0.6421575431977471,male,"Morningstar, Inc.","('PRU', '2019 q3')",0.0
13704,TRV,2019 q3,4030,0.5702252633818974,Mr. Brett Horn,0.7495297526223677,male,"Morningstar, Inc.","('TRV', '2019 q3')",0.0
13705,WLTW,2019 q3,4030,0.6932675144081988,Mr. Brett Horn,0.8102784289836141,male,"Morningstar, Inc.","('WLTW', '2019 q3')",0.0
13706,WRB,2019 q3,4030,0.5010583458628071,Mr. Brett Horn,0.5719331755392824,male,"Morningstar, Inc.","('WRB', '2019 q3')",0.0
13707,AIG,2019 q3,4030,0.4420685509821757,"Paul Newsome, CFA",0.1929055437023903,male,Sandler O'Neill & Partners,"('AIG', '2019 q3')",0.02096531167626381
13708,AJG,2019 q3,4030,0.6090740855481538,"Paul Newsome, CFA",0.3110596551280394,male,Sandler O'Neill & Partners,"('AJG', '2019 q3')",0.0
13709,ALL,2019 q3,4030,0.6349119286801681,"Paul Newsome, CFA",0.2272846118130341,male,Sandler O'Neill & Partners,"('ALL', '2019 q3')",0.0
13710,AON,2019 q3,4030,0.7569555372293475,"Paul Newsome, CFA",0.4773286561116297,male,Sandler O'Neill & Partners,"('AON', '2019 q3')",0.0
13711,CINF,2019 q3,4030,0.2831279935394272,"Paul Newsome, CFA",0.2449738325715882,male,Sandler O'Neill & Partners,"('CINF', '2019 q3')",0.0
13712,HIG,2019 q3,4030,0.5837289523034661,"Paul Newsome, CFA",0.2427447343257242,male,Sandler O'Neill & Partners,"('HIG', '2019 q3')",0.0
13713,MMC,2019 q3,4030,0.5644830171544813,"Paul Newsome, CFA",0.2864625116705125,male,Sandler O'Neill & Partners,"('MMC', '2019 q3')",0.0
13714,PGR,2019 q3,4030,0.7282789647494704,"Paul Newsome, CFA",0.3493924788151198,male,Sandler O'Neill & Partners,"('PGR', '2019 q3')",0.0
13715,WLTW,2019 q3,4030,0.6932675144081988,"Paul Newsome, CFA",0.3702585176227576,male,Sandler O'Neill & Partners,"('WLTW', '2019 q3')",0.0
13716,AIG,2019 q3,4030,0.4420685509821757,Jay A. A. Cohen,0.1302789062158724,male,BofA Global Research,"('AIG', '2019 q3')",0.0
13717,AON,2019 q3,4030,0.7569555372293475,Jay A. A. Cohen,0.3415628926521079,male,BofA Global Research,"('AON', '2019 q3')",0.0
13718,CB,2019 q3,4030,0.5719087267765615,Jay A. A. Cohen,0.2966136847581749,male,BofA Global Research,"('CB', '2019 q3')",0.019324231892824173
13719,GL,2019 q3,4030,0.2786805967857323,Jay A. A. Cohen,0.2444131675872793,male,BofA Global Research,"('GL', '2019 q3')",0.0
13720,HIG,2019 q3,4030,0.5837289523034661,Jay A. A. Cohen,0.7311290280653073,male,BofA Global Research,"('HIG', '2019 q3')",0.03333333507180214
13721,LNC,2019 q3,4030,0.245929969864439,Jay A. A. Cohen,0.3508017109554935,male,BofA Global Research,"('LNC', '2019 q3')",0.0
13722,MET,2019 q3,4030,0.5378264571025969,Jay A. A. Cohen,0.3835359443556062,male,BofA Global Research,"('MET', '2019 q3')",0.0
13723,MMC,2019 q3,4030,0.5644830171544813,Jay A. A. Cohen,0.3110534182898055,male,BofA Global Research,"('MMC', '2019 q3')",0.0
13724,PFG,2019 q3,4030,0.5079459199835565,Jay A. A. Cohen,0.3869687928358801,male,BofA Global Research,"('PFG', '2019 q3')",0.0
13725,PRU,2019 q3,4030,0.5848102199575118,Jay A. A. Cohen,0.2430111330271311,male,BofA Global Research,"('PRU', '2019 q3')",0.0
13726,TRV,2019 q3,4030,0.5702252633818974,Jay A. A. Cohen,0.2113584676928482,male,BofA Global Research,"('TRV', '2019 q3')",0.0
13727,WLTW,2019 q3,4030,0.6932675144081988,Jay A. A. Cohen,0.3745575096305564,male,BofA Global Research,"('WLTW', '2019 q3')",0.0
13728,WRB,2019 q3,4030,0.5010583458628071,Jay A. A. Cohen,0.2462431443878177,male,BofA Global Research,"('WRB', '2019 q3')",0.0
13729,AIG,2019 q3,4030,0.4420685509821757,"Adam Klauber, CFA",0.1349414521153253,male,William Blair & Company,"('AIG', '2019 q3')",0.010496741160750389
13730,AJG,2019 q3,4030,0.6090740855481538,"Adam Klauber, CFA",0.4115485287600448,male,William Blair & Company,"('AJG', '2019 q3')",0.0
13731,ALL,2019 q3,4030,0.6349119286801681,"Adam Klauber, CFA",0.2268195360407514,male,William Blair & Company,"('ALL', '2019 q3')",0.0
13732,AON,2019 q3,4030,0.7569555372293475,"Adam Klauber, CFA",0.3908510400074583,male,William Blair & Company,"('AON', '2019 q3')",0.0
13733,WLTW,2019 q3,4030,0.6932675144081988,"Adam Klauber, CFA",0.3920180046409866,male,William Blair & Company,"('WLTW', '2019 q3')",0.0
13734,AJG,2019 q3,4030,0.6090740855481538,Michael D. Zaremski,0.6140512328699482,male,Credit Suisse,"('AJG', '2019 q3')",0.0
13735,ALL,2019 q3,4030,0.6349119286801681,Michael D. Zaremski,0.4629971404062595,male,Credit Suisse,"('ALL', '2019 q3')",0.0
13736,AON,2019 q3,4030,0.7569555372293475,Michael D. Zaremski,0.7108824402927892,male,Credit Suisse,"('AON', '2019 q3')",0.0
13737,CINF,2019 q3,4030,0.2831279935394272,Michael D. Zaremski,0.294716536456021,male,Credit Suisse,"('CINF', '2019 q3')",0.0
13738,HIG,2019 q3,4030,0.5837289523034661,Michael D. Zaremski,0.7298763735348209,male,Credit Suisse,"('HIG', '2019 q3')",0.0
13739,MMC,2019 q3,4030,0.5644830171544813,Michael D. Zaremski,0.5632034295400771,male,Credit Suisse,"('MMC', '2019 q3')",0.009055268950760365
13740,PGR,2019 q3,4030,0.7282789647494704,Michael D. Zaremski,0.3311148520600443,male,Credit Suisse,"('PGR', '2019 q3')",0.0
13741,RE,2019 q3,4030,0.7957835045214735,Michael D. Zaremski,0.6777723896503529,male,Credit Suisse,"('RE', '2019 q3')",0.0
13742,WLTW,2019 q3,4030,0.6932675144081988,Michael D. Zaremski,0.8324178577701751,male,Credit Suisse,"('WLTW', '2019 q3')",0.0
13743,WRB,2019 q3,4030,0.5010583458628071,Michael D. Zaremski,0.8725804127230963,male,Credit Suisse,"('WRB', '2019 q3')",0.0
13744,AJG,2019 q3,4030,0.6090740855481538,Mr. Joshua D. Shanker,0.8737774842176632,male,Deutsche Bank,"('AJG', '2019 q3')",0.0
13745,ALL,2019 q3,4030,0.6349119286801681,Mr. Joshua D. Shanker,0.9328993701175888,male,Deutsche Bank,"('ALL', '2019 q3')",0.0
13746,AON,2019 q3,4030,0.7569555372293475,Mr. Joshua D. Shanker,0.9326014911366538,male,Deutsche Bank,"('AON', '2019 q3')",0.0
13747,HIG,2019 q3,4030,0.5837289523034661,Mr. Joshua D. Shanker,0.2390733989637083,male,Deutsche Bank,"('HIG', '2019 q3')",0.01713302731513977
13748,L,2019 q3,4030,0.9719335599309148,Mr. Joshua D. Shanker,0.9719335599309148,male,Deutsche Bank,"('L', '2019 q3')",0.0
13749,PRU,2019 q3,4030,0.5848102199575118,Mr. Joshua D. Shanker,0.9192184002172256,male,Deutsche Bank,"('PRU', '2019 q3')",0.0
13750,AJG,2019 q3,4030,0.6090740855481538,Alison M. Jacobowitz,0.4058665295022001,female,BofA Global Research,"('AJG', '2019 q3')",0.0
13751,ALL,2019 q3,4030,0.6349119286801681,Alison M. Jacobowitz,0.2362242450824827,female,BofA Global Research,"('ALL', '2019 q3')",0.0
13752,ALL,2019 q3,4030,0.6349119286801681,Harry Fong,0.3153551249376752,male,MKM Partners,"('ALL', '2019 q3')",0.016337962821125984
13753,CB,2019 q3,4030,0.5719087267765615,Harry Fong,0.3971347846020559,male,MKM Partners,"('CB', '2019 q3')",0.03985326364636421
13754,CINF,2019 q3,4030,0.2831279935394272,Harry Fong,0.1353300816003715,male,MKM Partners,"('CINF', '2019 q3')",0.011712866835296154
13755,HIG,2019 q3,4030,0.5837289523034661,Harry Fong,0.3010724720128155,male,MKM Partners,"('HIG', '2019 q3')",0.0
13756,MMC,2019 q3,4030,0.5644830171544813,Harry Fong,0.3444556293721616,male,MKM Partners,"('MMC', '2019 q3')",0.040889788419008255
13757,PGR,2019 q3,4030,0.7282789647494704,Harry Fong,0.3799104402627457,male,MKM Partners,"('PGR', '2019 q3')",0.0561942495405674
13758,TRV,2019 q3,4030,0.5702252633818974,Harry Fong,0.306669906721222,male,MKM Partners,"('TRV', '2019 q3')",0.03455359395593405
13759,WLTW,2019 q3,4030,0.6932675144081988,Harry Fong,0.3368507147470845,male,MKM Partners,"('WLTW', '2019 q3')",0.025747211650013924
13760,AON,2019 q3,4030,0.7569555372293475,"David Styblo, CFA",0.4556009920680931,male,Jefferies,"('AON', '2019 q3')",0.0
13761,MMC,2019 q3,4030,0.5644830171544813,"David Styblo, CFA",0.3941719702276118,male,Jefferies,"('MMC', '2019 q3')",0.0
13762,MET,2019 q3,4030,0.5378264571025969,Mr. John M. Nadel,0.3441563713307132,male,UBS Equities,"('MET', '2019 q3')",0.0
13763,MET,2019 q3,4030,0.5378264571025969,"Jimmy S. Bhullar, CFA",0.1283998791073162,male,JPMorgan,"('MET', '2019 q3')",0.0
13764,WLTW,2019 q3,4030,0.6932675144081988,"Elyse B. Greenspan, CFA",0.6367812466333834,female,"Wells Fargo Securities, LLC","('WLTW', '2019 q3')",0.03333333507180214
13765,WRB,2019 q3,4030,0.5010583458628071,Mr. Robert E. Farnam,0.1866195428614541,male,"Boenning & Scattergood, Inc","('WRB', '2019 q3')",0.0
13766,AFL,2019 q4,4030,0.2315897604849723,Mr. John B. Barnidge,0.1712882882432529,male,Sandler O'Neill & Partners,"('AFL', '2019 q4')",0.0
13767,LNC,2019 q4,4030,0.2605756054531973,Mr. John B. Barnidge,0.112348817552638,male,Sandler O'Neill & Partners,"('LNC', '2019 q4')",0.015592165912191073
13768,MET,2019 q4,4030,0.6374360479155327,Mr. John B. Barnidge,0.2993965822604694,male,Sandler O'Neill & Partners,"('MET', '2019 q4')",0.0
13769,PFG,2019 q4,4030,0.6052357656142995,Mr. John B. Barnidge,0.2780032408844745,male,Sandler O'Neill & Partners,"('PFG', '2019 q4')",0.01666666753590107
13770,PRU,2019 q4,4030,0.5841906452137602,Mr. John B. Barnidge,0.2118071343019651,male,Sandler O'Neill & Partners,"('PRU', '2019 q4')",0.0
13771,AFL,2019 q4,4030,0.2315897604849723,Nigel Dally,0.134680368220912,male,Morgan Stanley,"('AFL', '2019 q4')",0.0
13772,GL,2019 q4,4030,0.652553375409031,Nigel Dally,0.3693120379784688,male,Morgan Stanley,"('GL', '2019 q4')",0.0
13773,LNC,2019 q4,4030,0.2605756054531973,Nigel Dally,0.1856841015531711,male,Morgan Stanley,"('LNC', '2019 q4')",0.0
13774,MET,2019 q4,4030,0.6374360479155327,Nigel Dally,0.4066699620403115,male,Morgan Stanley,"('MET', '2019 q4')",0.014874120553334553
13775,PFG,2019 q4,4030,0.6052357656142995,Nigel Dally,0.3829940424020862,male,Morgan Stanley,"('PFG', '2019 q4')",0.0
13776,PRU,2019 q4,4030,0.5841906452137602,Nigel Dally,0.4146050866439074,male,Morgan Stanley,"('PRU', '2019 q4')",0.0
13777,UNM,2019 q4,4030,0.4398680280272375,Nigel Dally,0.3133608487757975,male,Morgan Stanley,"('UNM', '2019 q4')",0.0
13778,AFL,2019 q4,4030,0.2315897604849723,Mr. Andrew S. Kligerman,0.0935149388121082,male,Credit Suisse,"('AFL', '2019 q4')",0.0
13779,AIG,2019 q4,4030,0.3404832505057377,Mr. Andrew S. Kligerman,0.1885346981408299,male,Credit Suisse,"('AIG', '2019 q4')",0.0
13780,GL,2019 q4,4030,0.652553375409031,Mr. Andrew S. Kligerman,0.3492045809719497,male,Credit Suisse,"('GL', '2019 q4')",0.0
13781,LNC,2019 q4,4030,0.2605756054531973,Mr. Andrew S. Kligerman,0.2609859940458661,male,Credit Suisse,"('LNC', '2019 q4')",0.0
13782,MET,2019 q4,4030,0.6374360479155327,Mr. Andrew S. Kligerman,0.4182498018297566,male,Credit Suisse,"('MET', '2019 q4')",0.0
13783,PFG,2019 q4,4030,0.6052357656142995,Mr. Andrew S. Kligerman,0.6328230518788662,male,Credit Suisse,"('PFG', '2019 q4')",0.0
13784,PRU,2019 q4,4030,0.5841906452137602,Mr. Andrew S. Kligerman,0.334954331949622,male,Credit Suisse,"('PRU', '2019 q4')",0.00439955232044061
13785,UNM,2019 q4,4030,0.4398680280272375,Mr. Andrew S. Kligerman,0.2330505069352083,male,Credit Suisse,"('UNM', '2019 q4')",0.0
13786,AFL,2019 q4,4030,0.2315897604849723,"Jay H. Gelb, CFA",0.2725413417294059,male,Barclays,"('AFL', '2019 q4')",0.0
13787,AIG,2019 q4,4030,0.3404832505057377,"Jay H. Gelb, CFA",0.6746000222543759,male,Barclays,"('AIG', '2019 q4')",0.0
13788,AJG,2019 q4,4030,0.6952103917586187,"Jay H. Gelb, CFA",0.3479854672771231,male,Barclays,"('AJG', '2019 q4')",0.0
13789,CB,2019 q4,4030,0.6416127121739056,"Jay H. Gelb, CFA",0.3097472968820894,male,Barclays,"('CB', '2019 q4')",0.0
13790,MET,2019 q4,4030,0.6374360479155327,"Jay H. Gelb, CFA",0.7110510877069699,male,Barclays,"('MET', '2019 q4')",0.0
13791,PGR,2019 q4,4030,0.4719161474614993,"Jay H. Gelb, CFA",0.6733048982270582,male,Barclays,"('PGR', '2019 q4')",0.0
13792,TRV,2019 q4,4030,0.4535740894807754,"Jay H. Gelb, CFA",0.749482325694003,male,Barclays,"('TRV', '2019 q4')",0.0
13793,WLTW,2019 q4,4030,0.7954859328968251,"Jay H. Gelb, CFA",0.7907443226268355,male,Barclays,"('WLTW', '2019 q4')",0.0
13794,AFL,2019 q4,4030,0.2315897604849723,"Mark A. Dwelle, CFA",0.0747090711121352,male,RBC Capital Markets,"('AFL', '2019 q4')",0.0
13795,AIG,2019 q4,4030,0.3404832505057377,"Mark A. Dwelle, CFA",0.0690827545316377,male,RBC Capital Markets,"('AIG', '2019 q4')",0.0
13796,AJG,2019 q4,4030,0.6952103917586187,"Mark A. Dwelle, CFA",0.2947673176828498,male,RBC Capital Markets,"('AJG', '2019 q4')",0.0
13797,AON,2019 q4,4030,0.7641793340239412,"Mark A. Dwelle, CFA",0.365107734450013,male,RBC Capital Markets,"('AON', '2019 q4')",0.0
13798,CB,2019 q4,4030,0.6416127121739056,"Mark A. Dwelle, CFA",0.3176085018790221,male,RBC Capital Markets,"('CB', '2019 q4')",0.0
13799,CINF,2019 q4,4030,0.2380269082556144,"Mark A. Dwelle, CFA",0.1598134174362271,male,RBC Capital Markets,"('CINF', '2019 q4')",0.0
13800,HIG,2019 q4,4030,0.3617171981075575,"Mark A. Dwelle, CFA",0.0896610084705061,male,RBC Capital Markets,"('HIG', '2019 q4')",0.011111111690600714
13801,LNC,2019 q4,4030,0.2605756054531973,"Mark A. Dwelle, CFA",0.0876425767941208,male,RBC Capital Markets,"('LNC', '2019 q4')",0.016052812337875366
13802,MET,2019 q4,4030,0.6374360479155327,"Mark A. Dwelle, CFA",0.2205604811082949,male,RBC Capital Markets,"('MET', '2019 q4')",0.0
13803,MMC,2019 q4,4030,0.5397166927983128,"Mark A. Dwelle, CFA",0.2350530510324969,male,RBC Capital Markets,"('MMC', '2019 q4')",0.0
13804,PFG,2019 q4,4030,0.6052357656142995,"Mark A. Dwelle, CFA",0.2377680949045068,male,RBC Capital Markets,"('PFG', '2019 q4')",0.0
13805,PRU,2019 q4,4030,0.5841906452137602,"Mark A. Dwelle, CFA",0.1931415574855926,male,RBC Capital Markets,"('PRU', '2019 q4')",0.0
13806,TRV,2019 q4,4030,0.4535740894807754,"Mark A. Dwelle, CFA",0.0973477614561638,male,RBC Capital Markets,"('TRV', '2019 q4')",0.0
13807,UNM,2019 q4,4030,0.4398680280272375,"Mark A. Dwelle, CFA",0.1372523122696198,male,RBC Capital Markets,"('UNM', '2019 q4')",0.0
13808,WRB,2019 q4,4030,0.5253635506862513,"Mark A. Dwelle, CFA",0.2361464520580604,male,RBC Capital Markets,"('WRB', '2019 q4')",0.0
13809,AFL,2019 q4,4030,0.2315897604849723,Ms. Catherine A. Seifert,0.3128607428854986,female,CFRA Equity Research,"('AFL', '2019 q4')",0.0
13810,AIG,2019 q4,4030,0.3404832505057377,Ms. Catherine A. Seifert,0.2914149579651074,female,CFRA Equity Research,"('AIG', '2019 q4')",0.0
13811,AIZ,2019 q4,4030,0.5399139267330146,Ms. Catherine A. Seifert,0.5112626546572372,female,CFRA Equity Research,"('AIZ', '2019 q4')",0.0
13812,AJG,2019 q4,4030,0.6952103917586187,Ms. Catherine A. Seifert,0.7223359227984224,female,CFRA Equity Research,"('AJG', '2019 q4')",0.0
13813,ALL,2019 q4,4030,0.5932080781832866,Ms. Catherine A. Seifert,0.4197824970864863,female,CFRA Equity Research,"('ALL', '2019 q4')",0.0
13814,AON,2019 q4,4030,0.7641793340239412,Ms. Catherine A. Seifert,0.8357458798145727,female,CFRA Equity Research,"('AON', '2019 q4')",0.0
13815,CB,2019 q4,4030,0.6416127121739056,Ms. Catherine A. Seifert,0.4394941167721951,female,CFRA Equity Research,"('CB', '2019 q4')",0.0
13816,CINF,2019 q4,4030,0.2380269082556144,Ms. Catherine A. Seifert,0.3233490177191053,female,CFRA Equity Research,"('CINF', '2019 q4')",0.0
13817,GL,2019 q4,4030,0.652553375409031,Ms. Catherine A. Seifert,0.4259526254608407,female,CFRA Equity Research,"('GL', '2019 q4')",0.0
13818,HIG,2019 q4,4030,0.3617171981075575,Ms. Catherine A. Seifert,0.329583113252217,female,CFRA Equity Research,"('HIG', '2019 q4')",0.0
13819,L,2019 q4,4030,0.9800226796153484,Ms. Catherine A. Seifert,0.9800226796153484,female,CFRA Equity Research,"('L', '2019 q4')",0.0
13820,LNC,2019 q4,4030,0.2605756054531973,Ms. Catherine A. Seifert,0.3264142462681753,female,CFRA Equity Research,"('LNC', '2019 q4')",0.0
13821,MET,2019 q4,4030,0.6374360479155327,Ms. Catherine A. Seifert,0.5070286957440144,female,CFRA Equity Research,"('MET', '2019 q4')",0.0
13822,MMC,2019 q4,4030,0.5397166927983128,Ms. Catherine A. Seifert,0.6839499564435966,female,CFRA Equity Research,"('MMC', '2019 q4')",0.0
13823,PFG,2019 q4,4030,0.6052357656142995,Ms. Catherine A. Seifert,0.4649528965552862,female,CFRA Equity Research,"('PFG', '2019 q4')",0.0
13824,PGR,2019 q4,4030,0.4719161474614993,Ms. Catherine A. Seifert,0.354565342447795,female,CFRA Equity Research,"('PGR', '2019 q4')",0.0
13825,PRU,2019 q4,4030,0.5841906452137602,Ms. Catherine A. Seifert,0.4248349343249336,female,CFRA Equity Research,"('PRU', '2019 q4')",0.0
13826,RE,2019 q4,4030,0.7799751327981432,Ms. Catherine A. Seifert,0.5913149794832594,female,CFRA Equity Research,"('RE', '2019 q4')",0.0
13827,TRV,2019 q4,4030,0.4535740894807754,Ms. Catherine A. Seifert,0.2737000368743349,female,CFRA Equity Research,"('TRV', '2019 q4')",0.0
13828,UNM,2019 q4,4030,0.4398680280272375,Ms. Catherine A. Seifert,0.3752302339439736,female,CFRA Equity Research,"('UNM', '2019 q4')",0.0
13829,WLTW,2019 q4,4030,0.7954859328968251,Ms. Catherine A. Seifert,0.7958299555956919,female,CFRA Equity Research,"('WLTW', '2019 q4')",0.0
13830,WRB,2019 q4,4030,0.5253635506862513,Ms. Catherine A. Seifert,0.4450196211816508,female,CFRA Equity Research,"('WRB', '2019 q4')",0.0
13831,AFL,2019 q4,4030,0.2315897604849723,"Mark D. Hughes, CFA",0.0941373794415217,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2019 q4')",0.0
13832,AIZ,2019 q4,4030,0.5399139267330146,"Mark D. Hughes, CFA",0.4394431435020256,male,SunTrust Robinson Humphrey Capital Markets,"('AIZ', '2019 q4')",0.0
13833,AJG,2019 q4,4030,0.6952103917586187,"Mark D. Hughes, CFA",0.2692026929391791,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2019 q4')",0.0
13834,GL,2019 q4,4030,0.652553375409031,"Mark D. Hughes, CFA",0.2758136067896174,male,SunTrust Robinson Humphrey Capital Markets,"('GL', '2019 q4')",0.014377905055880547
13835,UNM,2019 q4,4030,0.4398680280272375,"Mark D. Hughes, CFA",0.1603089816398574,male,SunTrust Robinson Humphrey Capital Markets,"('UNM', '2019 q4')",0.0
13836,AFL,2019 q4,4030,0.2315897604849723,Ian Ryave,0.1564166662301879,male,BofA Global Research,"('AFL', '2019 q4')",0.0
13837,AIG,2019 q4,4030,0.3404832505057377,Mr. Brett Horn,0.5917237376697941,male,"Morningstar, Inc.","('AIG', '2019 q4')",0.0
13838,ALL,2019 q4,4030,0.5932080781832866,Mr. Brett Horn,0.6941178688978605,male,"Morningstar, Inc.","('ALL', '2019 q4')",0.0
13839,AON,2019 q4,4030,0.7641793340239412,Mr. Brett Horn,0.8154519249136911,male,"Morningstar, Inc.","('AON', '2019 q4')",0.0
13840,CB,2019 q4,4030,0.6416127121739056,Mr. Brett Horn,0.6349894920455914,male,"Morningstar, Inc.","('CB', '2019 q4')",0.0
13841,MET,2019 q4,4030,0.6374360479155327,Mr. Brett Horn,0.7470368281198294,male,"Morningstar, Inc.","('MET', '2019 q4')",0.0
13842,MMC,2019 q4,4030,0.5397166927983128,Mr. Brett Horn,0.8487600138131352,male,"Morningstar, Inc.","('MMC', '2019 q4')",0.0183702539652586
13843,PGR,2019 q4,4030,0.4719161474614993,Mr. Brett Horn,0.6862069213068287,male,"Morningstar, Inc.","('PGR', '2019 q4')",0.039271049201488495
13844,PRU,2019 q4,4030,0.5841906452137602,Mr. Brett Horn,0.7401908323589852,male,"Morningstar, Inc.","('PRU', '2019 q4')",0.0
13845,TRV,2019 q4,4030,0.4535740894807754,Mr. Brett Horn,0.6411139686905406,male,"Morningstar, Inc.","('TRV', '2019 q4')",0.0
13846,WLTW,2019 q4,4030,0.7954859328968251,Mr. Brett Horn,0.846930504913726,male,"Morningstar, Inc.","('WLTW', '2019 q4')",0.0
13847,WRB,2019 q4,4030,0.5253635506862513,Mr. Brett Horn,0.5653723563913914,male,"Morningstar, Inc.","('WRB', '2019 q4')",0.011111111690600714
13848,AIG,2019 q4,4030,0.3404832505057377,Mr. Thomas Gallagher,0.1525541214446961,male,EVERCORE ISI,"('AIG', '2019 q4')",0.0
13849,LNC,2019 q4,4030,0.2605756054531973,Mr. Thomas Gallagher,0.1143184669932297,male,EVERCORE ISI,"('LNC', '2019 q4')",0.0
13850,PFG,2019 q4,4030,0.6052357656142995,Mr. Thomas Gallagher,0.4816938479085708,male,EVERCORE ISI,"('PFG', '2019 q4')",0.0
13851,PRU,2019 q4,4030,0.5841906452137602,Mr. Thomas Gallagher,0.5863848455413512,male,EVERCORE ISI,"('PRU', '2019 q4')",0.0
13852,AIG,2019 q4,4030,0.3404832505057377,Jay A. A. Cohen,0.0843082944105146,male,BofA Global Research,"('AIG', '2019 q4')",0.0
13853,AON,2019 q4,4030,0.7641793340239412,Jay A. A. Cohen,0.6961054056403745,male,BofA Global Research,"('AON', '2019 q4')",0.011690657585859299
13854,GL,2019 q4,4030,0.652553375409031,Jay A. A. Cohen,0.4052490166819211,male,BofA Global Research,"('GL', '2019 q4')",0.01597956195473671
13855,HIG,2019 q4,4030,0.3617171981075575,Jay A. A. Cohen,0.1481632707844078,male,BofA Global Research,"('HIG', '2019 q4')",0.0
13856,LNC,2019 q4,4030,0.2605756054531973,Jay A. A. Cohen,0.290083137074581,male,BofA Global Research,"('LNC', '2019 q4')",0.0
13857,MET,2019 q4,4030,0.6374360479155327,Jay A. A. Cohen,0.243140153504122,male,BofA Global Research,"('MET', '2019 q4')",0.0
13858,MMC,2019 q4,4030,0.5397166927983128,Jay A. A. Cohen,0.25343727207054,male,BofA Global Research,"('MMC', '2019 q4')",0.0
13859,PFG,2019 q4,4030,0.6052357656142995,Jay A. A. Cohen,0.3606363330390395,male,BofA Global Research,"('PFG', '2019 q4')",0.0
13860,PRU,2019 q4,4030,0.5841906452137602,Jay A. A. Cohen,0.347043925194507,male,BofA Global Research,"('PRU', '2019 q4')",0.0
13861,TRV,2019 q4,4030,0.4535740894807754,Jay A. A. Cohen,0.1208461804792127,male,BofA Global Research,"('TRV', '2019 q4')",0.0
13862,UNM,2019 q4,4030,0.4398680280272375,Jay A. A. Cohen,0.1870000682030506,male,BofA Global Research,"('UNM', '2019 q4')",0.011914058588445187
13863,WLTW,2019 q4,4030,0.7954859328968251,Jay A. A. Cohen,0.4155497914709405,male,BofA Global Research,"('WLTW', '2019 q4')",0.0
13864,WRB,2019 q4,4030,0.5253635506862513,Jay A. A. Cohen,0.3210632352790583,male,BofA Global Research,"('WRB', '2019 q4')",0.017119575291872025
13865,AIG,2019 q4,4030,0.3404832505057377,"Elyse B. Greenspan, CFA",0.0879073719876216,female,"Wells Fargo Securities, LLC","('AIG', '2019 q4')",0.0
13866,AJG,2019 q4,4030,0.6952103917586187,"Elyse B. Greenspan, CFA",0.2625508919306553,female,"Wells Fargo Securities, LLC","('AJG', '2019 q4')",0.0
13867,ALL,2019 q4,4030,0.5932080781832866,"Elyse B. Greenspan, CFA",0.1944635374033688,female,"Wells Fargo Securities, LLC","('ALL', '2019 q4')",0.0
13868,AON,2019 q4,4030,0.7641793340239412,"Elyse B. Greenspan, CFA",0.3645025170123923,female,"Wells Fargo Securities, LLC","('AON', '2019 q4')",0.0
13869,HIG,2019 q4,4030,0.3617171981075575,"Elyse B. Greenspan, CFA",0.1115839980255732,female,"Wells Fargo Securities, LLC","('HIG', '2019 q4')",0.0
13870,LNC,2019 q4,4030,0.2605756054531973,"Elyse B. Greenspan, CFA",0.1087164287930376,female,"Wells Fargo Securities, LLC","('LNC', '2019 q4')",0.0
13871,MMC,2019 q4,4030,0.5397166927983128,"Elyse B. Greenspan, CFA",0.2702358258986219,female,"Wells Fargo Securities, LLC","('MMC', '2019 q4')",0.0
13872,PGR,2019 q4,4030,0.4719161474614993,"Elyse B. Greenspan, CFA",0.1654028250737026,female,"Wells Fargo Securities, LLC","('PGR', '2019 q4')",0.0068312156945466995
13873,PRU,2019 q4,4030,0.5841906452137602,"Elyse B. Greenspan, CFA",0.160816437068988,female,"Wells Fargo Securities, LLC","('PRU', '2019 q4')",0.0
13874,RE,2019 q4,4030,0.7799751327981432,"Elyse B. Greenspan, CFA",0.5645982880216754,female,"Wells Fargo Securities, LLC","('RE', '2019 q4')",0.0
13875,TRV,2019 q4,4030,0.4535740894807754,"Elyse B. Greenspan, CFA",0.1162821732477744,female,"Wells Fargo Securities, LLC","('TRV', '2019 q4')",0.0
13876,WLTW,2019 q4,4030,0.7954859328968251,"Elyse B. Greenspan, CFA",0.4163579152994764,female,"Wells Fargo Securities, LLC","('WLTW', '2019 q4')",0.0
13877,AIG,2019 q4,4030,0.3404832505057377,Mr. David Motemaden,0.0989322491403871,male,EVERCORE ISI,"('AIG', '2019 q4')",0.0
13878,ALL,2019 q4,4030,0.5932080781832866,Mr. David Motemaden,0.2925232546237171,male,EVERCORE ISI,"('ALL', '2019 q4')",0.0
13879,HIG,2019 q4,4030,0.3617171981075575,Mr. David Motemaden,0.1054865121948194,male,EVERCORE ISI,"('HIG', '2019 q4')",0.0
13880,PGR,2019 q4,4030,0.4719161474614993,Mr. David Motemaden,0.2413231387578607,male,EVERCORE ISI,"('PGR', '2019 q4')",0.007817336358129978
13881,TRV,2019 q4,4030,0.4535740894807754,Mr. David Motemaden,0.1180475912750449,male,EVERCORE ISI,"('TRV', '2019 q4')",0.0
13882,AIG,2019 q4,4030,0.3404832505057377,Mr. Michael W. W. Phillips,0.1484301194070974,male,Morgan Stanley,"('AIG', '2019 q4')",0.0
13883,AIZ,2019 q4,4030,0.5399139267330146,Mr. Michael W. W. Phillips,0.5875442813870156,male,Morgan Stanley,"('AIZ', '2019 q4')",0.0
13884,AJG,2019 q4,4030,0.6952103917586187,Mr. Michael W. W. Phillips,0.968694033698126,male,Morgan Stanley,"('AJG', '2019 q4')",0.0
13885,HIG,2019 q4,4030,0.3617171981075575,Mr. Michael W. W. Phillips,0.1692930490515146,male,Morgan Stanley,"('HIG', '2019 q4')",0.025847820565104485
13886,PGR,2019 q4,4030,0.4719161474614993,Mr. Michael W. W. Phillips,0.2338931032287747,male,Morgan Stanley,"('PGR', '2019 q4')",0.0
13887,RE,2019 q4,4030,0.7799751327981432,Mr. Michael W. W. Phillips,0.8973687971699624,male,Morgan Stanley,"('RE', '2019 q4')",0.0
13888,TRV,2019 q4,4030,0.4535740894807754,Mr. Michael W. W. Phillips,0.169037643247609,male,Morgan Stanley,"('TRV', '2019 q4')",0.0
13889,WLTW,2019 q4,4030,0.7954859328968251,Mr. Michael W. W. Phillips,0.6275237522940721,male,Morgan Stanley,"('WLTW', '2019 q4')",0.0
13890,WRB,2019 q4,4030,0.5253635506862513,Mr. Michael W. W. Phillips,0.2694269609460114,male,Morgan Stanley,"('WRB', '2019 q4')",0.0
13891,AIG,2019 q4,4030,0.3404832505057377,"Paul Newsome, CFA",0.1104154413760005,male,Sandler O'Neill & Partners,"('AIG', '2019 q4')",0.012171824152270952
13892,AJG,2019 q4,4030,0.6952103917586187,"Paul Newsome, CFA",0.3695321715959301,male,Sandler O'Neill & Partners,"('AJG', '2019 q4')",0.0
13893,ALL,2019 q4,4030,0.5932080781832866,"Paul Newsome, CFA",0.169026177863649,male,Sandler O'Neill & Partners,"('ALL', '2019 q4')",0.0
13894,AON,2019 q4,4030,0.7641793340239412,"Paul Newsome, CFA",0.5014350698783127,male,Sandler O'Neill & Partners,"('AON', '2019 q4')",0.0
13895,CB,2019 q4,4030,0.6416127121739056,"Paul Newsome, CFA",0.6918374588454109,male,Sandler O'Neill & Partners,"('CB', '2019 q4')",0.0
13896,CINF,2019 q4,4030,0.2380269082556144,"Paul Newsome, CFA",0.2086710649452162,male,Sandler O'Neill & Partners,"('CINF', '2019 q4')",0.0
13897,HIG,2019 q4,4030,0.3617171981075575,"Paul Newsome, CFA",0.1030873944616149,male,Sandler O'Neill & Partners,"('HIG', '2019 q4')",0.0
13898,MMC,2019 q4,4030,0.5397166927983128,"Paul Newsome, CFA",0.286469693963541,male,Sandler O'Neill & Partners,"('MMC', '2019 q4')",0.0
13899,PGR,2019 q4,4030,0.4719161474614993,"Paul Newsome, CFA",0.1401150080697065,male,Sandler O'Neill & Partners,"('PGR', '2019 q4')",0.0
13900,TRV,2019 q4,4030,0.4535740894807754,"Paul Newsome, CFA",0.100029825912906,male,Sandler O'Neill & Partners,"('TRV', '2019 q4')",0.0
13901,WLTW,2019 q4,4030,0.7954859328968251,"Paul Newsome, CFA",0.5291553923905153,male,Sandler O'Neill & Partners,"('WLTW', '2019 q4')",0.0
13902,AJG,2019 q4,4030,0.6952103917586187,Credit Suisse Global Product Marketing,0.9612158341480466,Not a person,Credit Suisse,"('AJG', '2019 q4')",0.0
13903,AON,2019 q4,4030,0.7641793340239412,Credit Suisse Global Product Marketing,0.7990869418101345,Not a person,Credit Suisse,"('AON', '2019 q4')",0.0
13904,GL,2019 q4,4030,0.652553375409031,Credit Suisse Global Product Marketing,0.9460374664412576,Not a person,Credit Suisse,"('GL', '2019 q4')",0.0
13905,AJG,2019 q4,4030,0.6952103917586187,Mr. Joshua D. Shanker,0.8346295706109214,male,Deutsche Bank,"('AJG', '2019 q4')",0.0
13906,CB,2019 q4,4030,0.6416127121739056,Mr. Joshua D. Shanker,0.96369724025953,male,Deutsche Bank,"('CB', '2019 q4')",0.0
13907,HIG,2019 q4,4030,0.3617171981075575,Mr. Joshua D. Shanker,0.998100448629552,male,Deutsche Bank,"('HIG', '2019 q4')",0.0
13908,L,2019 q4,4030,0.9800226796153484,Mr. Joshua D. Shanker,0.9800226796153484,male,Deutsche Bank,"('L', '2019 q4')",0.0
13909,RE,2019 q4,4030,0.7799751327981432,Mr. Joshua D. Shanker,0.8834135552791798,male,Deutsche Bank,"('RE', '2019 q4')",0.0
13910,TRV,2019 q4,4030,0.4535740894807754,Mr. Joshua D. Shanker,0.7992933448964619,male,Deutsche Bank,"('TRV', '2019 q4')",0.0
13911,ALL,2019 q4,4030,0.5932080781832866,Michael D. Zaremski,0.3702641378092176,male,Credit Suisse,"('ALL', '2019 q4')",0.0
13912,AON,2019 q4,4030,0.7641793340239412,Michael D. Zaremski,0.6817541610783321,male,Credit Suisse,"('AON', '2019 q4')",0.0
13913,HIG,2019 q4,4030,0.3617171981075575,Michael D. Zaremski,0.2508158520306172,male,Credit Suisse,"('HIG', '2019 q4')",0.0
13914,PGR,2019 q4,4030,0.4719161474614993,Michael D. Zaremski,0.347321826727512,male,Credit Suisse,"('PGR', '2019 q4')",0.02252296172082424
13915,TRV,2019 q4,4030,0.4535740894807754,Michael D. Zaremski,0.3004861315161276,male,Credit Suisse,"('TRV', '2019 q4')",0.0
13916,WLTW,2019 q4,4030,0.7954859328968251,Michael D. Zaremski,0.7475209943614636,male,Credit Suisse,"('WLTW', '2019 q4')",0.0
13917,ALL,2019 q4,4030,0.5932080781832866,SADIF Research,0.9678382833099968,Not a person,Sadif Analytics Prime,"('ALL', '2019 q4')",0.9721130728721619
13918,AON,2019 q4,4030,0.7641793340239412,SADIF Research,0.9789005884643404,Not a person,Sadif Analytics Prime,"('AON', '2019 q4')",0.9596706032752991
13919,GL,2019 q4,4030,0.652553375409031,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('GL', '2019 q4')",0.9160228967666626
13920,MET,2019 q4,4030,0.6374360479155327,SADIF Research,0.9615730726443688,Not a person,Sadif Analytics Prime,"('MET', '2019 q4')",0.9342733025550842
13921,PFG,2019 q4,4030,0.6052357656142995,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PFG', '2019 q4')",0.9619367122650146
13922,PRU,2019 q4,4030,0.5841906452137602,SADIF Research,0.9685239626347684,Not a person,Sadif Analytics Prime,"('PRU', '2019 q4')",0.9424627423286438
13923,UNM,2019 q4,4030,0.4398680280272375,SADIF Research,0.942998767776399,Not a person,Sadif Analytics Prime,"('UNM', '2019 q4')",0.9278079271316528
13924,WLTW,2019 q4,4030,0.7954859328968251,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WLTW', '2019 q4')",0.9783071279525757
13925,ALL,2019 q4,4030,0.5932080781832866,Harry Fong,0.197205383520548,male,MKM Partners,"('ALL', '2019 q4')",0.015942713245749474
13926,AON,2019 q4,4030,0.7641793340239412,Harry Fong,0.4392724159447427,male,MKM Partners,"('AON', '2019 q4')",0.03839415684342384
13927,CB,2019 q4,4030,0.6416127121739056,Harry Fong,0.3568716347306046,male,MKM Partners,"('CB', '2019 q4')",0.0
13928,CINF,2019 q4,4030,0.2380269082556144,Harry Fong,0.1322290831611406,male,MKM Partners,"('CINF', '2019 q4')",0.013469659723341465
13929,HIG,2019 q4,4030,0.3617171981075575,Harry Fong,0.1425808768319586,male,MKM Partners,"('HIG', '2019 q4')",0.011789950542151928
13930,MMC,2019 q4,4030,0.5397166927983128,Harry Fong,0.2832798069560893,male,MKM Partners,"('MMC', '2019 q4')",0.05094918608665466
13931,PGR,2019 q4,4030,0.4719161474614993,Harry Fong,0.2492837650456161,male,MKM Partners,"('PGR', '2019 q4')",0.06726095359772444
13932,TRV,2019 q4,4030,0.4535740894807754,Harry Fong,0.2243675552972082,male,MKM Partners,"('TRV', '2019 q4')",0.09782830253243446
13933,ALL,2019 q4,4030,0.5932080781832866,Stephen W. Suttmeier,0.8405076297260086,male,BofA Global Research,"('ALL', '2019 q4')",0.3103130832314491
13934,ALL,2019 q4,4030,0.5932080781832866,Alison M. Jacobowitz,0.3066320613976688,female,BofA Global Research,"('ALL', '2019 q4')",0.0
13935,PGR,2019 q4,4030,0.4719161474614993,Alison M. Jacobowitz,0.2997728820284176,female,BofA Global Research,"('PGR', '2019 q4')",0.01816043257713318
13936,AON,2019 q4,4030,0.7641793340239412,"Adam Klauber, CFA",0.3632320214976915,male,William Blair & Company,"('AON', '2019 q4')",0.0
13937,WLTW,2019 q4,4030,0.7954859328968251,"Adam Klauber, CFA",0.5374436723264323,male,William Blair & Company,"('WLTW', '2019 q4')",0.0
13938,MET,2019 q4,4030,0.6374360479155327,Mr. John M. Nadel,0.3972968361363452,male,UBS Equities,"('MET', '2019 q4')",0.0
13939,MMC,2019 q4,4030,0.5397166927983128,"David Styblo, CFA",0.472670682518776,male,Jefferies,"('MMC', '2019 q4')",0.0
13940,WRB,2019 q4,4030,0.5253635506862513,Mr. Robert E. Farnam,0.7581760278536565,male,"Boenning & Scattergood, Inc","('WRB', '2019 q4')",0.03333333507180214
13941,AFL,2020 q1,4030,0.6121377201347502,Mr. John B. Barnidge,0.4277925649115641,male,Piper Sandler Companies,"('AFL', '2020 q1')",0.0
13942,LNC,2020 q1,4030,0.306679491592338,Mr. John B. Barnidge,0.2005689671533184,male,Piper Sandler Companies,"('LNC', '2020 q1')",0.0
13943,MET,2020 q1,4030,0.5060296451466078,Mr. John B. Barnidge,0.2518161117901722,male,Piper Sandler Companies,"('MET', '2020 q1')",0.0
13944,PRU,2020 q1,4030,0.4227872335299556,Mr. John B. Barnidge,0.1651536159703889,male,Piper Sandler Companies,"('PRU', '2020 q1')",0.0
13945,AFL,2020 q1,4030,0.6121377201347502,Ms. Catherine A. Seifert,0.4612247033214193,female,CFRA Equity Research,"('AFL', '2020 q1')",0.0
13946,AIG,2020 q1,4030,0.5487508151497495,Ms. Catherine A. Seifert,0.4358244986269486,female,CFRA Equity Research,"('AIG', '2020 q1')",0.0
13947,AIZ,2020 q1,4030,0.5613786760456334,Ms. Catherine A. Seifert,0.5499691101678025,female,CFRA Equity Research,"('AIZ', '2020 q1')",0.0
13948,AJG,2020 q1,4030,0.4225854435816022,Ms. Catherine A. Seifert,0.7058320215544005,female,CFRA Equity Research,"('AJG', '2020 q1')",0.0
13949,ALL,2020 q1,4030,0.6200057422282246,Ms. Catherine A. Seifert,0.4755070714877658,female,CFRA Equity Research,"('ALL', '2020 q1')",0.0
13950,AON,2020 q1,4030,0.7178869851125065,Ms. Catherine A. Seifert,0.8494603740536103,female,CFRA Equity Research,"('AON', '2020 q1')",0.0
13951,CB,2020 q1,4030,0.7729655958074948,Ms. Catherine A. Seifert,0.6397940162284517,female,CFRA Equity Research,"('CB', '2020 q1')",0.0
13952,CINF,2020 q1,4030,0.8004853634857685,Ms. Catherine A. Seifert,0.6672715731042868,female,CFRA Equity Research,"('CINF', '2020 q1')",0.0
13953,GL,2020 q1,4030,0.3228280385566209,Ms. Catherine A. Seifert,0.3961042045426388,female,CFRA Equity Research,"('GL', '2020 q1')",0.0
13954,HIG,2020 q1,4030,0.3670074862559157,Ms. Catherine A. Seifert,0.3889197451855576,female,CFRA Equity Research,"('HIG', '2020 q1')",0.0
13955,L,2020 q1,4030,0.0,Ms. Catherine A. Seifert,,female,CFRA Equity Research,"('L', '2020 q1')",0.0
13956,LNC,2020 q1,4030,0.306679491592338,Ms. Catherine A. Seifert,0.4076138761426591,female,CFRA Equity Research,"('LNC', '2020 q1')",0.0
13957,MET,2020 q1,4030,0.5060296451466078,Ms. Catherine A. Seifert,0.4972403162815129,female,CFRA Equity Research,"('MET', '2020 q1')",0.0
13958,MMC,2020 q1,4030,0.5289710793328453,Ms. Catherine A. Seifert,0.7172832781908411,female,CFRA Equity Research,"('MMC', '2020 q1')",0.0
13959,PFG,2020 q1,4030,0.7681300407631957,Ms. Catherine A. Seifert,0.66772907442388,female,CFRA Equity Research,"('PFG', '2020 q1')",0.0
13960,PGR,2020 q1,4030,0.5298007924934012,Ms. Catherine A. Seifert,0.4566103313820763,female,CFRA Equity Research,"('PGR', '2020 q1')",0.0
13961,PRU,2020 q1,4030,0.4227872335299556,Ms. Catherine A. Seifert,0.4147848540141806,female,CFRA Equity Research,"('PRU', '2020 q1')",0.0
13962,RE,2020 q1,4030,0.580892517531199,Ms. Catherine A. Seifert,0.4531346742721568,female,CFRA Equity Research,"('RE', '2020 q1')",0.0
13963,TRV,2020 q1,4030,0.4024264800887615,Ms. Catherine A. Seifert,0.3158482729816199,female,CFRA Equity Research,"('TRV', '2020 q1')",0.0
13964,UNM,2020 q1,4030,0.381280699027827,Ms. Catherine A. Seifert,0.4607068668880061,female,CFRA Equity Research,"('UNM', '2020 q1')",0.0
13965,WLTW,2020 q1,4030,0.7043265781797243,Ms. Catherine A. Seifert,0.7993427776141085,female,CFRA Equity Research,"('WLTW', '2020 q1')",0.0
13966,WRB,2020 q1,4030,0.519658361020439,Ms. Catherine A. Seifert,0.4457931726626088,female,CFRA Equity Research,"('WRB', '2020 q1')",0.0
13967,AFL,2020 q1,4030,0.6121377201347502,Nigel Dally,0.447765749152979,male,Morgan Stanley,"('AFL', '2020 q1')",0.0
13968,GL,2020 q1,4030,0.3228280385566209,Nigel Dally,0.3122946195160025,male,Morgan Stanley,"('GL', '2020 q1')",0.0
13969,PFG,2020 q1,4030,0.7681300407631957,Nigel Dally,0.5311225656754168,male,Morgan Stanley,"('PFG', '2020 q1')",0.0
13970,PRU,2020 q1,4030,0.4227872335299556,Nigel Dally,0.2730312936713314,male,Morgan Stanley,"('PRU', '2020 q1')",0.0
13971,UNM,2020 q1,4030,0.381280699027827,Nigel Dally,0.3830329461870503,male,Morgan Stanley,"('UNM', '2020 q1')",0.0
13972,AFL,2020 q1,4030,0.6121377201347502,"Mark A. Dwelle, CFA",0.3393053909424254,male,RBC Capital Markets,"('AFL', '2020 q1')",0.0
13973,AIG,2020 q1,4030,0.5487508151497495,"Mark A. Dwelle, CFA",0.1422505780109323,male,RBC Capital Markets,"('AIG', '2020 q1')",0.0
13974,AJG,2020 q1,4030,0.4225854435816022,"Mark A. Dwelle, CFA",0.2870918375413986,male,RBC Capital Markets,"('AJG', '2020 q1')",0.0
13975,AON,2020 q1,4030,0.7178869851125065,"Mark A. Dwelle, CFA",0.2844360448100703,male,RBC Capital Markets,"('AON', '2020 q1')",0.0
13976,CINF,2020 q1,4030,0.8004853634857685,"Mark A. Dwelle, CFA",0.6647809675474173,male,RBC Capital Markets,"('CINF', '2020 q1')",0.0
13977,HIG,2020 q1,4030,0.3670074862559157,"Mark A. Dwelle, CFA",0.1006624099086598,male,RBC Capital Markets,"('HIG', '2020 q1')",0.0
13978,LNC,2020 q1,4030,0.306679491592338,"Mark A. Dwelle, CFA",0.1838980180195286,male,RBC Capital Markets,"('LNC', '2020 q1')",0.0
13979,MET,2020 q1,4030,0.5060296451466078,"Mark A. Dwelle, CFA",0.2464796569219663,male,RBC Capital Markets,"('MET', '2020 q1')",0.0
13980,MMC,2020 q1,4030,0.5289710793328453,"Mark A. Dwelle, CFA",0.1739206094685345,male,RBC Capital Markets,"('MMC', '2020 q1')",0.0
13981,PFG,2020 q1,4030,0.7681300407631957,"Mark A. Dwelle, CFA",0.491071595419253,male,RBC Capital Markets,"('PFG', '2020 q1')",0.0
13982,PRU,2020 q1,4030,0.4227872335299556,"Mark A. Dwelle, CFA",0.1312152613554392,male,RBC Capital Markets,"('PRU', '2020 q1')",0.010139359161257744
13983,TRV,2020 q1,4030,0.4024264800887615,"Mark A. Dwelle, CFA",0.1125009370526565,male,RBC Capital Markets,"('TRV', '2020 q1')",0.0
13984,UNM,2020 q1,4030,0.381280699027827,"Mark A. Dwelle, CFA",0.2233843194668351,male,RBC Capital Markets,"('UNM', '2020 q1')",0.019129356369376183
13985,WRB,2020 q1,4030,0.519658361020439,"Mark A. Dwelle, CFA",0.2166921683905558,male,RBC Capital Markets,"('WRB', '2020 q1')",0.0
13986,AFL,2020 q1,4030,0.6121377201347502,SADIF Research,0.9900788072304596,Not a person,Sadif Analytics Prime,"('AFL', '2020 q1')",0.9683345258235931
13987,ALL,2020 q1,4030,0.6200057422282246,SADIF Research,0.9951129892310094,Not a person,Sadif Analytics Prime,"('ALL', '2020 q1')",0.9755719900131226
13988,AON,2020 q1,4030,0.7178869851125065,SADIF Research,0.979079433046294,Not a person,Sadif Analytics Prime,"('AON', '2020 q1')",0.9785436987876892
13989,CINF,2020 q1,4030,0.8004853634857685,SADIF Research,0.9891858353122932,Not a person,Sadif Analytics Prime,"('CINF', '2020 q1')",0.9663996696472168
13990,HIG,2020 q1,4030,0.3670074862559157,SADIF Research,0.9631294737083708,Not a person,Sadif Analytics Prime,"('HIG', '2020 q1')",0.9227776527404785
13991,PFG,2020 q1,4030,0.7681300407631957,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PFG', '2020 q1')",0.9685008525848389
13992,WLTW,2020 q1,4030,0.7043265781797243,SADIF Research,0.9933695777881856,Not a person,Sadif Analytics Prime,"('WLTW', '2020 q1')",0.9779833555221558
13993,AIG,2020 q1,4030,0.5487508151497495,Phil Stefano,0.6620836795113839,male,Deutsche Bank,"('AIG', '2020 q1')",0.0
13994,AIG,2020 q1,4030,0.5487508151497495,"Elyse B. Greenspan, CFA",0.1367637281777631,female,"Wells Fargo Securities, LLC","('AIG', '2020 q1')",0.0
13995,AJG,2020 q1,4030,0.4225854435816022,"Elyse B. Greenspan, CFA",0.3307026806775422,female,"Wells Fargo Securities, LLC","('AJG', '2020 q1')",0.0
13996,ALL,2020 q1,4030,0.6200057422282246,"Elyse B. Greenspan, CFA",0.156416019739035,female,"Wells Fargo Securities, LLC","('ALL', '2020 q1')",0.0
13997,AON,2020 q1,4030,0.7178869851125065,"Elyse B. Greenspan, CFA",0.2898466025245831,female,"Wells Fargo Securities, LLC","('AON', '2020 q1')",0.0
13998,CB,2020 q1,4030,0.7729655958074948,"Elyse B. Greenspan, CFA",0.4027109483242174,female,"Wells Fargo Securities, LLC","('CB', '2020 q1')",0.0
13999,HIG,2020 q1,4030,0.3670074862559157,"Elyse B. Greenspan, CFA",0.141966535886602,female,"Wells Fargo Securities, LLC","('HIG', '2020 q1')",0.0
14000,MMC,2020 q1,4030,0.5289710793328453,"Elyse B. Greenspan, CFA",0.2208766063845651,female,"Wells Fargo Securities, LLC","('MMC', '2020 q1')",0.0
14001,RE,2020 q1,4030,0.580892517531199,"Elyse B. Greenspan, CFA",0.2975713998780531,female,"Wells Fargo Securities, LLC","('RE', '2020 q1')",0.0
14002,TRV,2020 q1,4030,0.4024264800887615,"Elyse B. Greenspan, CFA",0.1146846625998318,female,"Wells Fargo Securities, LLC","('TRV', '2020 q1')",0.0
14003,WLTW,2020 q1,4030,0.7043265781797243,"Elyse B. Greenspan, CFA",0.4130084585477443,female,"Wells Fargo Securities, LLC","('WLTW', '2020 q1')",0.0
14004,AIG,2020 q1,4030,0.5487508151497495,Mr. Thomas Gallagher,0.2923291415767072,male,EVERCORE ISI,"('AIG', '2020 q1')",0.0
14005,PFG,2020 q1,4030,0.7681300407631957,Mr. Thomas Gallagher,0.8216073933458946,male,EVERCORE ISI,"('PFG', '2020 q1')",0.0
14006,PRU,2020 q1,4030,0.4227872335299556,Mr. Thomas Gallagher,0.4150226148731567,male,EVERCORE ISI,"('PRU', '2020 q1')",0.0
14007,AIG,2020 q1,4030,0.5487508151497495,Mr. Brett Horn,0.5363877460348196,male,"Morningstar, Inc.","('AIG', '2020 q1')",0.020000001043081285
14008,ALL,2020 q1,4030,0.6200057422282246,Mr. Brett Horn,0.5568959781455884,male,"Morningstar, Inc.","('ALL', '2020 q1')",0.019937149714678526
14009,AON,2020 q1,4030,0.7178869851125065,Mr. Brett Horn,0.7889321122129898,male,"Morningstar, Inc.","('AON', '2020 q1')",0.0
14010,MET,2020 q1,4030,0.5060296451466078,Mr. Brett Horn,0.6065645645351183,male,"Morningstar, Inc.","('MET', '2020 q1')",0.0
14011,MMC,2020 q1,4030,0.5289710793328453,Mr. Brett Horn,0.7494397009930462,male,"Morningstar, Inc.","('MMC', '2020 q1')",0.0
14012,PGR,2020 q1,4030,0.5298007924934012,Mr. Brett Horn,0.6211671809394053,male,"Morningstar, Inc.","('PGR', '2020 q1')",0.006190800806507468
14013,PRU,2020 q1,4030,0.4227872335299556,Mr. Brett Horn,0.4987022378603007,male,"Morningstar, Inc.","('PRU', '2020 q1')",0.0
14014,TRV,2020 q1,4030,0.4024264800887615,Mr. Brett Horn,0.5485840463556,male,"Morningstar, Inc.","('TRV', '2020 q1')",0.0
14015,WLTW,2020 q1,4030,0.7043265781797243,Mr. Brett Horn,0.774128938682998,male,"Morningstar, Inc.","('WLTW', '2020 q1')",0.0
14016,WRB,2020 q1,4030,0.519658361020439,Mr. Brett Horn,0.5445121373502531,male,"Morningstar, Inc.","('WRB', '2020 q1')",0.0
14017,AIG,2020 q1,4030,0.5487508151497495,Credit Suisse Global Product Marketing,0.8867421380161461,Not a person,Credit Suisse,"('AIG', '2020 q1')",0.0
14018,CB,2020 q1,4030,0.7729655958074948,Credit Suisse Global Product Marketing,0.9269779058554362,Not a person,Credit Suisse,"('CB', '2020 q1')",0.0
14019,AIG,2020 q1,4030,0.5487508151497495,"Mr. Paul Newsome, CFA",0.1464978965551825,male,Piper Sandler Companies,"('AIG', '2020 q1')",0.013409199193120003
14020,AJG,2020 q1,4030,0.4225854435816022,"Mr. Paul Newsome, CFA",0.1931240398993339,male,Piper Sandler Companies,"('AJG', '2020 q1')",0.0
14021,ALL,2020 q1,4030,0.6200057422282246,"Mr. Paul Newsome, CFA",0.1755118524018332,male,Piper Sandler Companies,"('ALL', '2020 q1')",0.0
14022,HIG,2020 q1,4030,0.3670074862559157,"Mr. Paul Newsome, CFA",0.1103951360946835,male,Piper Sandler Companies,"('HIG', '2020 q1')",0.0
14023,MMC,2020 q1,4030,0.5289710793328453,"Mr. Paul Newsome, CFA",0.1941226304532482,male,Piper Sandler Companies,"('MMC', '2020 q1')",0.0
14024,PGR,2020 q1,4030,0.5298007924934012,"Mr. Paul Newsome, CFA",0.2006332329586381,male,Piper Sandler Companies,"('PGR', '2020 q1')",0.0
14025,WLTW,2020 q1,4030,0.7043265781797243,"Mr. Paul Newsome, CFA",0.3437188552270596,male,Piper Sandler Companies,"('WLTW', '2020 q1')",0.0
14026,AIG,2020 q1,4030,0.5487508151497495,Jay A. A. Cohen,0.1733254249150624,male,BofA Global Research,"('AIG', '2020 q1')",0.0
14027,AON,2020 q1,4030,0.7178869851125065,Jay A. A. Cohen,0.3990477240313202,male,BofA Global Research,"('AON', '2020 q1')",0.0
14028,GL,2020 q1,4030,0.3228280385566209,Jay A. A. Cohen,0.2466014983204536,male,BofA Global Research,"('GL', '2020 q1')",0.0
14029,HIG,2020 q1,4030,0.3670074862559157,Jay A. A. Cohen,0.1448879536593953,male,BofA Global Research,"('HIG', '2020 q1')",0.0
14030,LNC,2020 q1,4030,0.306679491592338,Jay A. A. Cohen,0.2784613219867186,male,BofA Global Research,"('LNC', '2020 q1')",0.0
14031,MET,2020 q1,4030,0.5060296451466078,Jay A. A. Cohen,0.379085730040185,male,BofA Global Research,"('MET', '2020 q1')",0.01185340341180563
14032,MMC,2020 q1,4030,0.5289710793328453,Jay A. A. Cohen,0.2273176054267589,male,BofA Global Research,"('MMC', '2020 q1')",0.0
14033,PRU,2020 q1,4030,0.4227872335299556,Jay A. A. Cohen,0.2550344628429129,male,BofA Global Research,"('PRU', '2020 q1')",0.0
14034,TRV,2020 q1,4030,0.4024264800887615,Jay A. A. Cohen,0.261037497472914,male,BofA Global Research,"('TRV', '2020 q1')",0.0
14035,WRB,2020 q1,4030,0.519658361020439,Jay A. A. Cohen,0.3174261150764113,male,BofA Global Research,"('WRB', '2020 q1')",0.0
14036,AIG,2020 q1,4030,0.5487508151497495,Mr. Joshua D. Shanker,0.8181691031666487,male,Deutsche Bank,"('AIG', '2020 q1')",0.0
14037,CB,2020 q1,4030,0.7729655958074948,Mr. Joshua D. Shanker,0.8608893105013956,male,Deutsche Bank,"('CB', '2020 q1')",0.0
14038,PGR,2020 q1,4030,0.5298007924934012,Mr. Joshua D. Shanker,0.3807293864216148,male,Deutsche Bank,"('PGR', '2020 q1')",0.02612638007849455
14039,RE,2020 q1,4030,0.580892517531199,Mr. Joshua D. Shanker,0.9118534469803836,male,Deutsche Bank,"('RE', '2020 q1')",0.0
14040,TRV,2020 q1,4030,0.4024264800887615,Mr. Joshua D. Shanker,0.7204724193923907,male,Deutsche Bank,"('TRV', '2020 q1')",0.0
14041,WRB,2020 q1,4030,0.519658361020439,Mr. Joshua D. Shanker,0.8892823158151204,male,Deutsche Bank,"('WRB', '2020 q1')",0.0
14042,AIG,2020 q1,4030,0.5487508151497495,Mr. Michael W. W. Phillips,0.3778046319018889,male,Morgan Stanley,"('AIG', '2020 q1')",0.0
14043,AIZ,2020 q1,4030,0.5613786760456334,Mr. Michael W. W. Phillips,0.6078677439407256,male,Morgan Stanley,"('AIZ', '2020 q1')",0.0
14044,AJG,2020 q1,4030,0.4225854435816022,Mr. Michael W. W. Phillips,0.3061894236418516,male,Morgan Stanley,"('AJG', '2020 q1')",0.0
14045,ALL,2020 q1,4030,0.6200057422282246,Mr. Michael W. W. Phillips,0.2928548926485449,male,Morgan Stanley,"('ALL', '2020 q1')",0.0
14046,AON,2020 q1,4030,0.7178869851125065,Mr. Michael W. W. Phillips,0.3840749450652613,male,Morgan Stanley,"('AON', '2020 q1')",0.0
14047,HIG,2020 q1,4030,0.3670074862559157,Mr. Michael W. W. Phillips,0.1209689830065613,male,Morgan Stanley,"('HIG', '2020 q1')",0.0
14048,MMC,2020 q1,4030,0.5289710793328453,Mr. Michael W. W. Phillips,0.5766912969607793,male,Morgan Stanley,"('MMC', '2020 q1')",0.0
14049,PGR,2020 q1,4030,0.5298007924934012,Mr. Michael W. W. Phillips,0.3434949754572787,male,Morgan Stanley,"('PGR', '2020 q1')",0.0
14050,RE,2020 q1,4030,0.580892517531199,Mr. Michael W. W. Phillips,0.333164225177777,male,Morgan Stanley,"('RE', '2020 q1')",0.0
14051,TRV,2020 q1,4030,0.4024264800887615,Mr. Michael W. W. Phillips,0.1389440990791483,male,Morgan Stanley,"('TRV', '2020 q1')",0.0
14052,WRB,2020 q1,4030,0.519658361020439,Mr. Michael W. W. Phillips,0.257532332310865,male,Morgan Stanley,"('WRB', '2020 q1')",0.0
14053,AIG,2020 q1,4030,0.5487508151497495,Mr. Andrew S. Kligerman,0.2141851290576196,male,Credit Suisse,"('AIG', '2020 q1')",0.0
14054,MET,2020 q1,4030,0.5060296451466078,Mr. Andrew S. Kligerman,0.4423224971480802,male,Credit Suisse,"('MET', '2020 q1')",0.0
14055,PRU,2020 q1,4030,0.4227872335299556,Mr. Andrew S. Kligerman,0.246940071878043,male,Credit Suisse,"('PRU', '2020 q1')",0.0
14056,AIG,2020 q1,4030,0.5487508151497495,"Adam Klauber, CFA",0.1824681892301035,male,William Blair & Company,"('AIG', '2020 q1')",0.0
14057,AIZ,2020 q1,4030,0.5613786760456334,"Mark D. Hughes, CFA",0.443748501838385,male,SunTrust Robinson Humphrey Capital Markets,"('AIZ', '2020 q1')",0.0
14058,AJG,2020 q1,4030,0.4225854435816022,"Mark D. Hughes, CFA",0.1501540982249989,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2020 q1')",0.0
14059,GL,2020 q1,4030,0.3228280385566209,"Mark D. Hughes, CFA",0.1752789350248037,male,SunTrust Robinson Humphrey Capital Markets,"('GL', '2020 q1')",0.024896297603845596
14060,WLTW,2020 q1,4030,0.7043265781797243,"Mark D. Hughes, CFA",0.2839916606894208,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2020 q1')",0.0
14061,AJG,2020 q1,4030,0.4225854435816022,Alison M. Jacobowitz,0.3032245896010024,female,BofA Global Research,"('AJG', '2020 q1')",0.0
14062,ALL,2020 q1,4030,0.6200057422282246,"Jay H. Gelb, CFA",0.8331731004066274,male,Barclays,"('ALL', '2020 q1')",0.0
14063,CB,2020 q1,4030,0.7729655958074948,"Jay H. Gelb, CFA",0.7278304490244353,male,Barclays,"('CB', '2020 q1')",0.0
14064,ALL,2020 q1,4030,0.6200057422282246,Michael D. Zaremski,0.2931053572613681,male,Credit Suisse,"('ALL', '2020 q1')",0.0
14065,AON,2020 q1,4030,0.7178869851125065,Michael D. Zaremski,0.8222504369839628,male,Credit Suisse,"('AON', '2020 q1')",0.0
14066,MMC,2020 q1,4030,0.5289710793328453,Michael D. Zaremski,0.474492684420328,male,Credit Suisse,"('MMC', '2020 q1')",0.0
14067,PGR,2020 q1,4030,0.5298007924934012,Michael D. Zaremski,0.6677659987146514,male,Credit Suisse,"('PGR', '2020 q1')",0.00842542015016079
14068,RE,2020 q1,4030,0.580892517531199,Michael D. Zaremski,0.5171635730198292,male,Credit Suisse,"('RE', '2020 q1')",0.0
14069,WLTW,2020 q1,4030,0.7043265781797243,Michael D. Zaremski,0.4519860115529023,male,Credit Suisse,"('WLTW', '2020 q1')",0.0
14070,ALL,2020 q1,4030,0.6200057422282246,Harry Fong,0.3652818674870405,male,MKM Partners,"('ALL', '2020 q1')",0.016588589176535606
14071,AON,2020 q1,4030,0.7178869851125065,Harry Fong,0.3413955332898388,male,MKM Partners,"('AON', '2020 q1')",0.054262932389974594
14072,MMC,2020 q1,4030,0.5289710793328453,Harry Fong,0.2355873079843534,male,MKM Partners,"('MMC', '2020 q1')",0.04911622405052185
14073,PGR,2020 q1,4030,0.5298007924934012,Harry Fong,0.20096513045991,male,MKM Partners,"('PGR', '2020 q1')",0.026690838858485222
14074,WLTW,2020 q1,4030,0.7043265781797243,Harry Fong,0.6020320770289601,male,MKM Partners,"('WLTW', '2020 q1')",0.024132206104695797
14075,ALL,2020 q1,4030,0.6200057422282246,Mr. David Motemaden,0.581087276094413,male,EVERCORE ISI,"('ALL', '2020 q1')",0.0
14076,CB,2020 q1,4030,0.7729655958074948,Mr. David Motemaden,0.54231671200433,male,EVERCORE ISI,"('CB', '2020 q1')",0.0
14077,HIG,2020 q1,4030,0.3670074862559157,Mr. David Motemaden,0.1237461625857712,male,EVERCORE ISI,"('HIG', '2020 q1')",0.0
14078,PGR,2020 q1,4030,0.5298007924934012,Mr. David Motemaden,0.4106842571723824,male,EVERCORE ISI,"('PGR', '2020 q1')",0.0
14079,TRV,2020 q1,4030,0.4024264800887615,Mr. David Motemaden,0.154351797902138,male,EVERCORE ISI,"('TRV', '2020 q1')",0.0
14080,AON,2020 q1,4030,0.7178869851125065,"David Styblo, CFA",0.6215005498609784,male,Jefferies,"('AON', '2020 q1')",0.0
14081,CB,2020 q1,4030,0.7729655958074948,Matthew J. Carletti,0.6491031834423292,male,JMP Securities,"('CB', '2020 q1')",0.0
14082,MET,2020 q1,4030,0.5060296451466078,Mr. Rajiv Bhatia,0.3747821015822888,male,"Morningstar, Inc.","('MET', '2020 q1')",0.0
14083,PRU,2020 q1,4030,0.4227872335299556,Mr. Rajiv Bhatia,0.361167193007591,male,"Morningstar, Inc.","('PRU', '2020 q1')",0.0
14084,WRB,2020 q1,4030,0.519658361020439,Mr. Robert E. Farnam,0.2016213127381183,male,"Boenning & Scattergood, Inc","('WRB', '2020 q1')",0.0
14085,AFL,2020 q2,4030,0.5835498947997386,Nigel Dally,0.3533990470901549,male,Morgan Stanley,"('AFL', '2020 q2')",0.0
14086,GL,2020 q2,4030,0.3404297167706579,Nigel Dally,0.3370523327028011,male,Morgan Stanley,"('GL', '2020 q2')",0.0
14087,LNC,2020 q2,4030,0.3400164629403085,Nigel Dally,0.3057875617941773,male,Morgan Stanley,"('LNC', '2020 q2')",0.0
14088,MET,2020 q2,4030,0.5004984433593552,Nigel Dally,0.3635502882347728,male,Morgan Stanley,"('MET', '2020 q2')",0.016985658556222916
14089,PFG,2020 q2,4030,0.3977720778371792,Nigel Dally,0.4512716056287461,male,Morgan Stanley,"('PFG', '2020 q2')",0.0
14090,PRU,2020 q2,4030,0.4073989283546586,Nigel Dally,0.2697971952674113,male,Morgan Stanley,"('PRU', '2020 q2')",0.0
14091,UNM,2020 q2,4030,0.3981128963184789,Nigel Dally,0.307318624572607,male,Morgan Stanley,"('UNM', '2020 q2')",0.0
14092,AFL,2020 q2,4030,0.5835498947997386,Credit Suisse Global Product Marketing,0.9386112199327222,Not a person,Credit Suisse,"('AFL', '2020 q2')",0.0
14093,AFL,2020 q2,4030,0.5835498947997386,Mr. Thomas Gallagher,0.3281791675732419,male,EVERCORE ISI,"('AFL', '2020 q2')",0.0
14094,LNC,2020 q2,4030,0.3400164629403085,Mr. Thomas Gallagher,0.5063161587830218,male,EVERCORE ISI,"('LNC', '2020 q2')",0.0
14095,MET,2020 q2,4030,0.5004984433593552,Mr. Thomas Gallagher,0.6008957192996601,male,EVERCORE ISI,"('MET', '2020 q2')",0.03333333507180214
14096,PFG,2020 q2,4030,0.3977720778371792,Mr. Thomas Gallagher,0.3516627756545649,male,EVERCORE ISI,"('PFG', '2020 q2')",0.0
14097,PRU,2020 q2,4030,0.4073989283546586,Mr. Thomas Gallagher,0.5225898420176646,male,EVERCORE ISI,"('PRU', '2020 q2')",0.0
14098,UNM,2020 q2,4030,0.3981128963184789,Mr. Thomas Gallagher,0.7135128110660105,male,EVERCORE ISI,"('UNM', '2020 q2')",0.0
14099,AFL,2020 q2,4030,0.5835498947997386,Ian Ryave,0.2506920437424602,male,BofA Global Research,"('AFL', '2020 q2')",0.0
14100,GL,2020 q2,4030,0.3404297167706579,Ian Ryave,0.1937517400688989,male,BofA Global Research,"('GL', '2020 q2')",0.006641841027885675
14101,LNC,2020 q2,4030,0.3400164629403085,Ian Ryave,0.199131870647321,male,BofA Global Research,"('LNC', '2020 q2')",0.010104584507644176
14102,MET,2020 q2,4030,0.5004984433593552,Ian Ryave,0.2932390460330552,male,BofA Global Research,"('MET', '2020 q2')",0.0
14103,PFG,2020 q2,4030,0.3977720778371792,Ian Ryave,0.2433383691868101,male,BofA Global Research,"('PFG', '2020 q2')",0.0
14104,PRU,2020 q2,4030,0.4073989283546586,Ian Ryave,0.2738438287560023,male,BofA Global Research,"('PRU', '2020 q2')",0.0
14105,UNM,2020 q2,4030,0.3981128963184789,Ian Ryave,0.197335217381799,male,BofA Global Research,"('UNM', '2020 q2')",0.0
14106,AFL,2020 q2,4030,0.5835498947997386,"Mark D. Hughes, CFA",0.2465557766793722,male,SunTrust Robinson Humphrey Capital Markets,"('AFL', '2020 q2')",0.0
14107,AJG,2020 q2,4030,0.530223515317571,"Mark D. Hughes, CFA",0.428275496288202,male,SunTrust Robinson Humphrey Capital Markets,"('AJG', '2020 q2')",0.0
14108,UNM,2020 q2,4030,0.3981128963184789,"Mark D. Hughes, CFA",0.1761680856985246,male,SunTrust Robinson Humphrey Capital Markets,"('UNM', '2020 q2')",0.0
14109,WLTW,2020 q2,4030,0.8736415993986777,"Mark D. Hughes, CFA",0.5393551615818754,male,SunTrust Robinson Humphrey Capital Markets,"('WLTW', '2020 q2')",0.0
14110,AFL,2020 q2,4030,0.5835498947997386,SADIF Research,0.9906539479833492,Not a person,Sadif Analytics Prime,"('AFL', '2020 q2')",0.968304455280304
14111,WLTW,2020 q2,4030,0.8736415993986777,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WLTW', '2020 q2')",0.9778977632522583
14112,AFL,2020 q2,4030,0.5835498947997386,Ms. Catherine A. Seifert,0.4541270294764582,female,CFRA Equity Research,"('AFL', '2020 q2')",0.0
14113,AIG,2020 q2,4030,0.3186613707969696,Ms. Catherine A. Seifert,0.3670699256324469,female,CFRA Equity Research,"('AIG', '2020 q2')",0.0
14114,AIZ,2020 q2,4030,0.7334001916367632,Ms. Catherine A. Seifert,0.7334001916367632,female,CFRA Equity Research,"('AIZ', '2020 q2')",0.0
14115,AJG,2020 q2,4030,0.530223515317571,Ms. Catherine A. Seifert,0.7056826173438309,female,CFRA Equity Research,"('AJG', '2020 q2')",0.0
14116,ALL,2020 q2,4030,0.4858593912514946,Ms. Catherine A. Seifert,0.4648541979205038,female,CFRA Equity Research,"('ALL', '2020 q2')",0.0
14117,AON,2020 q2,4030,0.0,Ms. Catherine A. Seifert,,female,CFRA Equity Research,"('AON', '2020 q2')",0.0
14118,CB,2020 q2,4030,0.5341690466083937,Ms. Catherine A. Seifert,0.5056566275472671,female,CFRA Equity Research,"('CB', '2020 q2')",0.0
14119,CINF,2020 q2,4030,0.497237596639006,Ms. Catherine A. Seifert,0.4832296196548347,female,CFRA Equity Research,"('CINF', '2020 q2')",0.0
14120,GL,2020 q2,4030,0.3404297167706579,Ms. Catherine A. Seifert,0.3937264487658959,female,CFRA Equity Research,"('GL', '2020 q2')",0.0
14121,HIG,2020 q2,4030,0.3620973047020251,Ms. Catherine A. Seifert,0.4192666369982496,female,CFRA Equity Research,"('HIG', '2020 q2')",0.0
14122,L,2020 q2,4030,0.0,Ms. Catherine A. Seifert,,female,CFRA Equity Research,"('L', '2020 q2')",0.0
14123,LNC,2020 q2,4030,0.3400164629403085,Ms. Catherine A. Seifert,0.4353272200657094,female,CFRA Equity Research,"('LNC', '2020 q2')",0.0
14124,MET,2020 q2,4030,0.5004984433593552,Ms. Catherine A. Seifert,0.5312889609464851,female,CFRA Equity Research,"('MET', '2020 q2')",0.0
14125,MMC,2020 q2,4030,0.607557115162443,Ms. Catherine A. Seifert,0.7203458023843191,female,CFRA Equity Research,"('MMC', '2020 q2')",0.0
14126,PFG,2020 q2,4030,0.3977720778371792,Ms. Catherine A. Seifert,0.4672173371245556,female,CFRA Equity Research,"('PFG', '2020 q2')",0.0
14127,PGR,2020 q2,4030,0.6820132565593131,Ms. Catherine A. Seifert,0.539883133451298,female,CFRA Equity Research,"('PGR', '2020 q2')",0.0
14128,PRU,2020 q2,4030,0.4073989283546586,Ms. Catherine A. Seifert,0.4362618531733571,female,CFRA Equity Research,"('PRU', '2020 q2')",0.0
14129,RE,2020 q2,4030,0.5485443278721551,Ms. Catherine A. Seifert,0.4570326509197583,female,CFRA Equity Research,"('RE', '2020 q2')",0.0
14130,TRV,2020 q2,4030,0.3059257211954432,Ms. Catherine A. Seifert,0.3361106695031418,female,CFRA Equity Research,"('TRV', '2020 q2')",0.0
14131,UNM,2020 q2,4030,0.3981128963184789,Ms. Catherine A. Seifert,0.3949170392227422,female,CFRA Equity Research,"('UNM', '2020 q2')",0.0
14132,WLTW,2020 q2,4030,0.8736415993986777,Ms. Catherine A. Seifert,0.8682192333292412,female,CFRA Equity Research,"('WLTW', '2020 q2')",0.0
14133,WRB,2020 q2,4030,0.411756662171364,Ms. Catherine A. Seifert,0.4750719052835,female,CFRA Equity Research,"('WRB', '2020 q2')",0.0
14134,AFL,2020 q2,4030,0.5835498947997386,Mr. Andrew S. Kligerman,0.2414850823032286,male,Credit Suisse,"('AFL', '2020 q2')",0.0
14135,AIG,2020 q2,4030,0.3186613707969696,Mr. Andrew S. Kligerman,0.2527199052740653,male,Credit Suisse,"('AIG', '2020 q2')",0.0
14136,GL,2020 q2,4030,0.3404297167706579,Mr. Andrew S. Kligerman,0.2705405143363766,male,Credit Suisse,"('GL', '2020 q2')",0.0
14137,LNC,2020 q2,4030,0.3400164629403085,Mr. Andrew S. Kligerman,0.1840181143522626,male,Credit Suisse,"('LNC', '2020 q2')",0.0
14138,MET,2020 q2,4030,0.5004984433593552,Mr. Andrew S. Kligerman,0.3819121463108601,male,Credit Suisse,"('MET', '2020 q2')",0.0
14139,PFG,2020 q2,4030,0.3977720778371792,Mr. Andrew S. Kligerman,0.2699852639601296,male,Credit Suisse,"('PFG', '2020 q2')",0.0
14140,PRU,2020 q2,4030,0.4073989283546586,Mr. Andrew S. Kligerman,0.2588651167998915,male,Credit Suisse,"('PRU', '2020 q2')",0.0
14141,UNM,2020 q2,4030,0.3981128963184789,Mr. Andrew S. Kligerman,0.1948334752362468,male,Credit Suisse,"('UNM', '2020 q2')",0.0
14142,AFL,2020 q2,4030,0.5835498947997386,"Mark A. Dwelle, CFA",0.1931009842767362,male,RBC Capital Markets,"('AFL', '2020 q2')",0.0
14143,AIG,2020 q2,4030,0.3186613707969696,"Mark A. Dwelle, CFA",0.0698159984065918,male,RBC Capital Markets,"('AIG', '2020 q2')",0.0
14144,AJG,2020 q2,4030,0.530223515317571,"Mark A. Dwelle, CFA",0.1604627847968976,male,RBC Capital Markets,"('AJG', '2020 q2')",0.0
14145,CINF,2020 q2,4030,0.497237596639006,"Mark A. Dwelle, CFA",0.2694705667509405,male,RBC Capital Markets,"('CINF', '2020 q2')",0.0
14146,HIG,2020 q2,4030,0.3620973047020251,"Mark A. Dwelle, CFA",0.1062723692760245,male,RBC Capital Markets,"('HIG', '2020 q2')",0.0
14147,LNC,2020 q2,4030,0.3400164629403085,"Mark A. Dwelle, CFA",0.1178062235283048,male,RBC Capital Markets,"('LNC', '2020 q2')",0.0
14148,MET,2020 q2,4030,0.5004984433593552,"Mark A. Dwelle, CFA",0.1680546012993922,male,RBC Capital Markets,"('MET', '2020 q2')",0.0
14149,MMC,2020 q2,4030,0.607557115162443,"Mark A. Dwelle, CFA",0.1693375468229971,male,RBC Capital Markets,"('MMC', '2020 q2')",0.0
14150,PFG,2020 q2,4030,0.3977720778371792,"Mark A. Dwelle, CFA",0.1407615455674146,male,RBC Capital Markets,"('PFG', '2020 q2')",0.0
14151,PRU,2020 q2,4030,0.4073989283546586,"Mark A. Dwelle, CFA",0.14247823363,male,RBC Capital Markets,"('PRU', '2020 q2')",0.0
14152,TRV,2020 q2,4030,0.3059257211954432,"Mark A. Dwelle, CFA",0.080551131318267,male,RBC Capital Markets,"('TRV', '2020 q2')",0.0
14153,UNM,2020 q2,4030,0.3981128963184789,"Mark A. Dwelle, CFA",0.1380570836458911,male,RBC Capital Markets,"('UNM', '2020 q2')",0.0
14154,WRB,2020 q2,4030,0.411756662171364,"Mark A. Dwelle, CFA",0.2039464366354885,male,RBC Capital Markets,"('WRB', '2020 q2')",0.0
14155,AIG,2020 q2,4030,0.3186613707969696,Mr. Brett Horn,0.4771890091209979,male,"Morningstar, Inc.","('AIG', '2020 q2')",0.01666666753590107
14156,CB,2020 q2,4030,0.5341690466083937,Mr. Brett Horn,0.5918943655006271,male,"Morningstar, Inc.","('CB', '2020 q2')",0.01666666753590107
14157,MMC,2020 q2,4030,0.607557115162443,Mr. Brett Horn,0.7430078641691159,male,"Morningstar, Inc.","('MMC', '2020 q2')",0.0
14158,PGR,2020 q2,4030,0.6820132565593131,Mr. Brett Horn,0.6779111636621824,male,"Morningstar, Inc.","('PGR', '2020 q2')",0.0
14159,TRV,2020 q2,4030,0.3059257211954432,Mr. Brett Horn,0.5656213587978836,male,"Morningstar, Inc.","('TRV', '2020 q2')",0.0
14160,WLTW,2020 q2,4030,0.8736415993986777,Mr. Brett Horn,0.9298249104074418,male,"Morningstar, Inc.","('WLTW', '2020 q2')",0.0
14161,WRB,2020 q2,4030,0.411756662171364,Mr. Brett Horn,0.5088500745257403,male,"Morningstar, Inc.","('WRB', '2020 q2')",0.011111111690600714
14162,AIG,2020 q2,4030,0.3186613707969696,"Adam Klauber, CFA",0.1486308897445428,male,William Blair & Company,"('AIG', '2020 q2')",0.0
14163,AJG,2020 q2,4030,0.530223515317571,"Adam Klauber, CFA",0.2091650034961268,male,William Blair & Company,"('AJG', '2020 q2')",0.0
14164,ALL,2020 q2,4030,0.4858593912514946,"Adam Klauber, CFA",0.1638692908720135,male,William Blair & Company,"('ALL', '2020 q2')",0.0
14165,MMC,2020 q2,4030,0.607557115162443,"Adam Klauber, CFA",0.2766020917139968,male,William Blair & Company,"('MMC', '2020 q2')",0.0
14166,WLTW,2020 q2,4030,0.8736415993986777,"Adam Klauber, CFA",0.6019061360880138,male,William Blair & Company,"('WLTW', '2020 q2')",0.0
14167,AIG,2020 q2,4030,0.3186613707969696,"Mr. Paul Newsome, CFA",0.107806375855804,male,Piper Sandler Companies,"('AIG', '2020 q2')",0.020534712821245193
14168,AJG,2020 q2,4030,0.530223515317571,"Mr. Paul Newsome, CFA",0.2156833114253896,male,Piper Sandler Companies,"('AJG', '2020 q2')",0.0
14169,ALL,2020 q2,4030,0.4858593912514946,"Mr. Paul Newsome, CFA",0.1388840389409235,male,Piper Sandler Companies,"('ALL', '2020 q2')",0.0
14170,CINF,2020 q2,4030,0.497237596639006,"Mr. Paul Newsome, CFA",0.2506078769495828,male,Piper Sandler Companies,"('CINF', '2020 q2')",0.0
14171,HIG,2020 q2,4030,0.3620973047020251,"Mr. Paul Newsome, CFA",0.1247157463389243,male,Piper Sandler Companies,"('HIG', '2020 q2')",0.0
14172,PGR,2020 q2,4030,0.6820132565593131,"Mr. Paul Newsome, CFA",0.2840483581890057,male,Piper Sandler Companies,"('PGR', '2020 q2')",0.0
14173,AIG,2020 q2,4030,0.3186613707969696,Mr. David Motemaden,0.1252911202810511,male,EVERCORE ISI,"('AIG', '2020 q2')",0.0
14174,ALL,2020 q2,4030,0.4858593912514946,Mr. David Motemaden,0.5702156996634196,male,EVERCORE ISI,"('ALL', '2020 q2')",0.0
14175,HIG,2020 q2,4030,0.3620973047020251,Mr. David Motemaden,0.1052454807684445,male,EVERCORE ISI,"('HIG', '2020 q2')",0.0
14176,PGR,2020 q2,4030,0.6820132565593131,Mr. David Motemaden,0.5972328871732099,male,EVERCORE ISI,"('PGR', '2020 q2')",0.01666666753590107
14177,AIG,2020 q2,4030,0.3186613707969696,Mr. Michael W. W. Phillips,0.3595257751978714,male,Morgan Stanley,"('AIG', '2020 q2')",0.0
14178,AIZ,2020 q2,4030,0.7334001916367632,Mr. Michael W. W. Phillips,0.7334001916367632,male,Morgan Stanley,"('AIZ', '2020 q2')",0.0
14179,AJG,2020 q2,4030,0.530223515317571,Mr. Michael W. W. Phillips,0.5509622904519853,male,Morgan Stanley,"('AJG', '2020 q2')",0.0
14180,ALL,2020 q2,4030,0.4858593912514946,Mr. Michael W. W. Phillips,0.2875271515144652,male,Morgan Stanley,"('ALL', '2020 q2')",0.0
14181,HIG,2020 q2,4030,0.3620973047020251,Mr. Michael W. W. Phillips,0.1434192487496433,male,Morgan Stanley,"('HIG', '2020 q2')",0.0
14182,MMC,2020 q2,4030,0.607557115162443,Mr. Michael W. W. Phillips,0.4796790030678033,male,Morgan Stanley,"('MMC', '2020 q2')",0.0
14183,PGR,2020 q2,4030,0.6820132565593131,Mr. Michael W. W. Phillips,0.4332879397298294,male,Morgan Stanley,"('PGR', '2020 q2')",0.0
14184,RE,2020 q2,4030,0.5485443278721551,Mr. Michael W. W. Phillips,0.3595664798271129,male,Morgan Stanley,"('RE', '2020 q2')",0.0
14185,TRV,2020 q2,4030,0.3059257211954432,Mr. Michael W. W. Phillips,0.2087759739512572,male,Morgan Stanley,"('TRV', '2020 q2')",0.0
14186,WLTW,2020 q2,4030,0.8736415993986777,Mr. Michael W. W. Phillips,0.7793370458462819,male,Morgan Stanley,"('WLTW', '2020 q2')",0.0
14187,WRB,2020 q2,4030,0.411756662171364,Mr. Michael W. W. Phillips,0.3152313348274576,male,Morgan Stanley,"('WRB', '2020 q2')",0.0
14188,AIG,2020 q2,4030,0.3186613707969696,"Elyse B. Greenspan, CFA",0.1002501940595913,female,"Wells Fargo Securities, LLC","('AIG', '2020 q2')",0.0
14189,AJG,2020 q2,4030,0.530223515317571,"Elyse B. Greenspan, CFA",0.2263892220325621,female,"Wells Fargo Securities, LLC","('AJG', '2020 q2')",0.0
14190,ALL,2020 q2,4030,0.4858593912514946,"Elyse B. Greenspan, CFA",0.1448827965588866,female,"Wells Fargo Securities, LLC","('ALL', '2020 q2')",0.0
14191,HIG,2020 q2,4030,0.3620973047020251,"Elyse B. Greenspan, CFA",0.0959689296462209,female,"Wells Fargo Securities, LLC","('HIG', '2020 q2')",0.0
14192,LNC,2020 q2,4030,0.3400164629403085,"Elyse B. Greenspan, CFA",0.1026583002607604,female,"Wells Fargo Securities, LLC","('LNC', '2020 q2')",0.019913537427783012
14193,MET,2020 q2,4030,0.5004984433593552,"Elyse B. Greenspan, CFA",0.2035978033170098,female,"Wells Fargo Securities, LLC","('MET', '2020 q2')",0.0
14194,PGR,2020 q2,4030,0.6820132565593131,"Elyse B. Greenspan, CFA",0.2311423532644904,female,"Wells Fargo Securities, LLC","('PGR', '2020 q2')",0.015753602609038353
14195,PRU,2020 q2,4030,0.4073989283546586,"Elyse B. Greenspan, CFA",0.0994518098981046,female,"Wells Fargo Securities, LLC","('PRU', '2020 q2')",0.0
14196,RE,2020 q2,4030,0.5485443278721551,"Elyse B. Greenspan, CFA",0.2642554588980903,female,"Wells Fargo Securities, LLC","('RE', '2020 q2')",0.0
14197,TRV,2020 q2,4030,0.3059257211954432,"Elyse B. Greenspan, CFA",0.0904437917104783,female,"Wells Fargo Securities, LLC","('TRV', '2020 q2')",0.0
14198,AJG,2020 q2,4030,0.530223515317571,Alison M. Jacobowitz,0.3244655787676631,female,BofA Global Research,"('AJG', '2020 q2')",0.0
14199,ALL,2020 q2,4030,0.4858593912514946,Alison M. Jacobowitz,0.2303486577476609,female,BofA Global Research,"('ALL', '2020 q2')",0.0
14200,CB,2020 q2,4030,0.5341690466083937,Alison M. Jacobowitz,0.3676937347698679,female,BofA Global Research,"('CB', '2020 q2')",0.0
14201,MMC,2020 q2,4030,0.607557115162443,Alison M. Jacobowitz,0.260115413908042,female,BofA Global Research,"('MMC', '2020 q2')",0.012476605363190174
14202,PGR,2020 q2,4030,0.6820132565593131,Alison M. Jacobowitz,0.367606769368349,female,BofA Global Research,"('PGR', '2020 q2')",0.0
14203,TRV,2020 q2,4030,0.3059257211954432,Alison M. Jacobowitz,0.1045135919328596,female,BofA Global Research,"('TRV', '2020 q2')",0.0
14204,AJG,2020 q2,4030,0.530223515317571,Michael D. Zaremski,0.7620430746788001,male,Credit Suisse,"('AJG', '2020 q2')",0.0
14205,CB,2020 q2,4030,0.5341690466083937,Michael D. Zaremski,0.4815120861057022,male,Credit Suisse,"('CB', '2020 q2')",0.0
14206,MMC,2020 q2,4030,0.607557115162443,Michael D. Zaremski,0.4700938873544282,male,Credit Suisse,"('MMC', '2020 q2')",0.0
14207,PGR,2020 q2,4030,0.6820132565593131,Michael D. Zaremski,0.8683218488022226,male,Credit Suisse,"('PGR', '2020 q2')",0.0
14208,RE,2020 q2,4030,0.5485443278721551,Michael D. Zaremski,0.3489983137477143,male,Credit Suisse,"('RE', '2020 q2')",0.0
14209,TRV,2020 q2,4030,0.3059257211954432,Michael D. Zaremski,0.1817825083353302,male,Credit Suisse,"('TRV', '2020 q2')",0.0
14210,ALL,2020 q2,4030,0.4858593912514946,Harry Fong,0.2771777717726515,male,MKM Partners,"('ALL', '2020 q2')",0.018075769767165184
14211,CB,2020 q2,4030,0.5341690466083937,Harry Fong,0.364334531996111,male,MKM Partners,"('CB', '2020 q2')",0.03291040286421776
14212,CINF,2020 q2,4030,0.497237596639006,Harry Fong,0.2445766258352917,male,MKM Partners,"('CINF', '2020 q2')",0.01434051152318716
14213,HIG,2020 q2,4030,0.3620973047020251,Harry Fong,0.2027002150940186,male,MKM Partners,"('HIG', '2020 q2')",0.0
14214,MMC,2020 q2,4030,0.607557115162443,Harry Fong,0.372013191089813,male,MKM Partners,"('MMC', '2020 q2')",0.04422057420015335
14215,TRV,2020 q2,4030,0.3059257211954432,Harry Fong,0.1879715948118997,male,MKM Partners,"('TRV', '2020 q2')",0.03722551465034485
14216,ALL,2020 q2,4030,0.4858593912514946,Phil Stefano,0.9307739322550644,male,Deutsche Bank,"('ALL', '2020 q2')",0.0
14217,CINF,2020 q2,4030,0.497237596639006,Phil Stefano,0.8526109243085,male,Deutsche Bank,"('CINF', '2020 q2')",0.0
14218,HIG,2020 q2,4030,0.3620973047020251,Phil Stefano,0.8793594335440568,male,Deutsche Bank,"('HIG', '2020 q2')",0.0
14219,MMC,2020 q2,4030,0.607557115162443,Phil Stefano,0.9139778173898886,male,Deutsche Bank,"('MMC', '2020 q2')",0.0
14220,PGR,2020 q2,4030,0.6820132565593131,Phil Stefano,0.9309085828413132,male,Deutsche Bank,"('PGR', '2020 q2')",0.0
14221,RE,2020 q2,4030,0.5485443278721551,Phil Stefano,0.918899604559949,male,Deutsche Bank,"('RE', '2020 q2')",0.0
14222,WLTW,2020 q2,4030,0.8736415993986777,Phil Stefano,0.9219852528036926,male,Deutsche Bank,"('WLTW', '2020 q2')",0.0
14223,LNC,2020 q2,4030,0.3400164629403085,Mr. John B. Barnidge,0.123164001680445,male,Piper Sandler Companies,"('LNC', '2020 q2')",0.014294708147644997
14224,MET,2020 q2,4030,0.5004984433593552,Mr. John B. Barnidge,0.256040406651761,male,Piper Sandler Companies,"('MET', '2020 q2')",0.0
14225,PFG,2020 q2,4030,0.3977720778371792,Mr. John B. Barnidge,0.2148384056219693,male,Piper Sandler Companies,"('PFG', '2020 q2')",0.0
14226,PRU,2020 q2,4030,0.4073989283546586,Mr. John B. Barnidge,0.1821571563784756,male,Piper Sandler Companies,"('PRU', '2020 q2')",0.0
14227,MET,2020 q2,4030,0.5004984433593552,"Jimmy S. Bhullar, CFA",0.2405672589943378,male,JPMorgan,"('MET', '2020 q2')",0.03320591151714325
14228,MMC,2020 q2,4030,0.607557115162443,"Jimmy S. Bhullar, CFA",0.2065383414689361,male,JPMorgan,"('MMC', '2020 q2')",0.0
14229,MET,2020 q2,4030,0.5004984433593552,Mr. Rajiv Bhatia,0.6008957192996601,male,"Morningstar, Inc.","('MET', '2020 q2')",0.03333333507180214
14230,PRU,2020 q2,4030,0.4073989283546586,Mr. Rajiv Bhatia,0.461325434091806,male,"Morningstar, Inc.","('PRU', '2020 q2')",0.0
14231,WRB,2020 q2,4030,0.411756662171364,Mr. Robert E. Farnam,0.2239060801440697,male,"Boenning & Scattergood, Inc","('WRB', '2020 q2')",0.0
14232,ALB,2019 q3,1510,0.6181895843769463,Mr. Luis J. Amadeo,0.4327254676899828,male,"Oppenheimer & Co., Inc.","('ALB', '2019 q3')",0.0
14233,ALB,2019 q3,1510,0.6181895843769463,Mr. Seth Goldstein,0.4150687540890939,male,"Morningstar, Inc.","('ALB', '2019 q3')",0.00651205920924743
14234,CE,2019 q3,1510,0.3344393140938226,Mr. Seth Goldstein,0.4527216586963506,male,"Morningstar, Inc.","('CE', '2019 q3')",0.0
14235,CF,2019 q3,1510,0.386758123221363,Mr. Seth Goldstein,0.3931156437077193,male,"Morningstar, Inc.","('CF', '2019 q3')",0.0
14236,CTVA,2019 q3,1510,0.4958783312953906,Mr. Seth Goldstein,0.5017718544844666,male,"Morningstar, Inc.","('CTVA', '2019 q3')",0.007449061299363772
14237,DD,2019 q3,1510,0.4450921789161886,Mr. Seth Goldstein,0.5381121897736241,male,"Morningstar, Inc.","('DD', '2019 q3')",0.0
14238,ECL,2019 q3,1510,0.7604446375223824,Mr. Seth Goldstein,0.8320573693170081,male,"Morningstar, Inc.","('ECL', '2019 q3')",0.0
14239,EMN,2019 q3,1510,0.4411961206086288,Mr. Seth Goldstein,0.5115467381097604,male,"Morningstar, Inc.","('EMN', '2019 q3')",0.0
14240,FMC,2019 q3,1510,0.6259596172468207,Mr. Seth Goldstein,0.6103806227856082,male,"Morningstar, Inc.","('FMC', '2019 q3')",0.0
14241,MOS,2019 q3,1510,0.3981166011790052,Mr. Seth Goldstein,0.3187969313052438,male,"Morningstar, Inc.","('MOS', '2019 q3')",0.0
14242,ALB,2019 q3,1510,0.6181895843769463,Mr. Vincent Andrews,0.7067838553365113,male,Morgan Stanley,"('ALB', '2019 q3')",0.0
14243,CE,2019 q3,1510,0.3344393140938226,Mr. Vincent Andrews,0.1841871322654006,male,Morgan Stanley,"('CE', '2019 q3')",0.0
14244,CF,2019 q3,1510,0.386758123221363,Mr. Vincent Andrews,0.1339268282831791,male,Morgan Stanley,"('CF', '2019 q3')",0.0
14245,CTVA,2019 q3,1510,0.4958783312953906,Mr. Vincent Andrews,0.2185062223244086,male,Morgan Stanley,"('CTVA', '2019 q3')",0.0
14246,DD,2019 q3,1510,0.4450921789161886,Mr. Vincent Andrews,0.6023487400863149,male,Morgan Stanley,"('DD', '2019 q3')",0.0
14247,DOW,2019 q3,1510,0.4676755730045279,Mr. Vincent Andrews,0.4846204267582141,male,Morgan Stanley,"('DOW', '2019 q3')",0.0
14248,EMN,2019 q3,1510,0.4411961206086288,Mr. Vincent Andrews,0.3524378799869562,male,Morgan Stanley,"('EMN', '2019 q3')",0.0
14249,FMC,2019 q3,1510,0.6259596172468207,Mr. Vincent Andrews,0.3154783800543289,male,Morgan Stanley,"('FMC', '2019 q3')",0.0
14250,MOS,2019 q3,1510,0.3981166011790052,Mr. Vincent Andrews,0.2338977866526864,male,Morgan Stanley,"('MOS', '2019 q3')",0.0
14251,ALB,2019 q3,1510,0.6181895843769463,Mr. James M. Sheehan,0.3440066877659622,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2019 q3')",0.0
14252,APD,2019 q3,1510,0.7380792430254822,Mr. James M. Sheehan,0.3388650068692637,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2019 q3')",0.0
14253,CE,2019 q3,1510,0.3344393140938226,Mr. James M. Sheehan,0.108286836487767,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2019 q3')",0.0
14254,CTVA,2019 q3,1510,0.4958783312953906,Mr. James M. Sheehan,0.2415216142166376,male,SunTrust Robinson Humphrey Capital Markets,"('CTVA', '2019 q3')",0.0
14255,DD,2019 q3,1510,0.4450921789161886,Mr. James M. Sheehan,0.1638280854769559,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2019 q3')",0.02819237858057022
14256,DOW,2019 q3,1510,0.4676755730045279,Mr. James M. Sheehan,0.1534860153239805,male,SunTrust Robinson Humphrey Capital Markets,"('DOW', '2019 q3')",0.0
14257,EMN,2019 q3,1510,0.4411961206086288,Mr. James M. Sheehan,0.1627774762024065,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2019 q3')",0.0
14258,FMC,2019 q3,1510,0.6259596172468207,Mr. James M. Sheehan,0.2271863323139504,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2019 q3')",0.0
14259,LIN,2019 q3,1510,0.7231379691853885,Mr. James M. Sheehan,0.6204416621864179,male,SunTrust Robinson Humphrey Capital Markets,"('LIN', '2019 q3')",0.0
14260,LYB,2019 q3,1510,0.4740547952444714,Mr. James M. Sheehan,0.1481458727365538,male,SunTrust Robinson Humphrey Capital Markets,"('LYB', '2019 q3')",0.0
14261,PPG,2019 q3,1510,0.6584542461424051,Mr. James M. Sheehan,0.3082598111790424,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2019 q3')",0.0
14262,ALB,2019 q3,1510,0.6181895843769463,Mr. Joseph C. Catania,0.2219005789590295,male,Gabelli & Company,"('ALB', '2019 q3')",0.0
14263,ALB,2019 q3,1510,0.6181895843769463,"David L. Begleiter, CFA",0.3192954106834442,male,Deutsche Bank,"('ALB', '2019 q3')",0.0
14264,APD,2019 q3,1510,0.7380792430254822,"David L. Begleiter, CFA",0.4247834758831372,male,Deutsche Bank,"('APD', '2019 q3')",0.0
14265,CE,2019 q3,1510,0.3344393140938226,"David L. Begleiter, CFA",0.3016661207211198,male,Deutsche Bank,"('CE', '2019 q3')",0.0
14266,CTVA,2019 q3,1510,0.4958783312953906,"David L. Begleiter, CFA",0.7571122422102338,male,Deutsche Bank,"('CTVA', '2019 q3')",0.0
14267,DD,2019 q3,1510,0.4450921789161886,"David L. Begleiter, CFA",0.2418229240382218,male,Deutsche Bank,"('DD', '2019 q3')",0.0
14268,DOW,2019 q3,1510,0.4676755730045279,"David L. Begleiter, CFA",0.2029925520444749,male,Deutsche Bank,"('DOW', '2019 q3')",0.0
14269,ECL,2019 q3,1510,0.7604446375223824,"David L. Begleiter, CFA",0.8293058539051431,male,Deutsche Bank,"('ECL', '2019 q3')",0.0
14270,EMN,2019 q3,1510,0.4411961206086288,"David L. Begleiter, CFA",0.1919796549772412,male,Deutsche Bank,"('EMN', '2019 q3')",0.0
14271,LIN,2019 q3,1510,0.7231379691853885,"David L. Begleiter, CFA",0.6494412512749054,male,Deutsche Bank,"('LIN', '2019 q3')",0.0
14272,LYB,2019 q3,1510,0.4740547952444714,"David L. Begleiter, CFA",0.1906558056204944,male,Deutsche Bank,"('LYB', '2019 q3')",0.0
14273,SHW,2019 q3,1510,0.7081641886119889,"David L. Begleiter, CFA",0.3559548908308164,male,Deutsche Bank,"('SHW', '2019 q3')",0.0
14274,ALB,2019 q3,1510,0.6181895843769463,Rahul Anand,0.3031967515343224,male,Morgan Stanley Fixed Income Research,"('ALB', '2019 q3')",0.0
14275,ALB,2019 q3,1510,0.6181895843769463,"Mr. Laurence Alexander, CFA",0.3900075994920035,male,Jefferies,"('ALB', '2019 q3')",0.010735824704170227
14276,APD,2019 q3,1510,0.7380792430254822,"Mr. Laurence Alexander, CFA",0.3764105547308438,male,Jefferies,"('APD', '2019 q3')",0.0
14277,CE,2019 q3,1510,0.3344393140938226,"Mr. Laurence Alexander, CFA",0.2738955017522715,male,Jefferies,"('CE', '2019 q3')",0.0
14278,CTVA,2019 q3,1510,0.4958783312953906,"Mr. Laurence Alexander, CFA",0.3410744106430168,male,Jefferies,"('CTVA', '2019 q3')",0.018733758479356766
14279,DD,2019 q3,1510,0.4450921789161886,"Mr. Laurence Alexander, CFA",0.1423536656001143,male,Jefferies,"('DD', '2019 q3')",0.0131695456802845
14280,ECL,2019 q3,1510,0.7604446375223824,"Mr. Laurence Alexander, CFA",0.4255990146877519,male,Jefferies,"('ECL', '2019 q3')",0.0
14281,SHW,2019 q3,1510,0.7081641886119889,"Mr. Laurence Alexander, CFA",0.6258468633592648,male,Jefferies,"('SHW', '2019 q3')",0.0
14282,ALB,2019 q3,1510,0.6181895843769463,Christopher B. Muir,0.6065527279381656,male,CFRA Equity Research,"('ALB', '2019 q3')",0.0
14283,CE,2019 q3,1510,0.3344393140938226,Christopher B. Muir,0.3635788622599769,male,CFRA Equity Research,"('CE', '2019 q3')",0.0
14284,CF,2019 q3,1510,0.386758123221363,Christopher B. Muir,0.3809023162550247,male,CFRA Equity Research,"('CF', '2019 q3')",0.0
14285,CTVA,2019 q3,1510,0.4958783312953906,Christopher B. Muir,0.5030425885047529,male,CFRA Equity Research,"('CTVA', '2019 q3')",0.010630378189186255
14286,DD,2019 q3,1510,0.4450921789161886,Christopher B. Muir,0.5129437729651088,male,CFRA Equity Research,"('DD', '2019 q3')",0.0
14287,DOW,2019 q3,1510,0.4676755730045279,Christopher B. Muir,0.5899301686384167,male,CFRA Equity Research,"('DOW', '2019 q3')",0.0
14288,ECL,2019 q3,1510,0.7604446375223824,Christopher B. Muir,0.796164337685707,male,CFRA Equity Research,"('ECL', '2019 q3')",0.0
14289,EMN,2019 q3,1510,0.4411961206086288,Christopher B. Muir,0.4448903660451632,male,CFRA Equity Research,"('EMN', '2019 q3')",0.0
14290,FMC,2019 q3,1510,0.6259596172468207,Christopher B. Muir,0.6227251240322322,male,CFRA Equity Research,"('FMC', '2019 q3')",0.0
14291,LYB,2019 q3,1510,0.4740547952444714,Christopher B. Muir,0.5097403835338208,male,CFRA Equity Research,"('LYB', '2019 q3')",0.0
14292,MOS,2019 q3,1510,0.3981166011790052,Christopher B. Muir,0.2978945214552944,male,CFRA Equity Research,"('MOS', '2019 q3')",0.0
14293,PPG,2019 q3,1510,0.6584542461424051,Christopher B. Muir,0.6787732670202375,male,CFRA Equity Research,"('PPG', '2019 q3')",0.0
14294,SHW,2019 q3,1510,0.7081641886119889,Christopher B. Muir,0.711508835423219,male,CFRA Equity Research,"('SHW', '2019 q3')",0.0
14295,ALB,2019 q3,1510,0.6181895843769463,Alexandre Falcao,0.629635686436146,male,HSBC,"('ALB', '2019 q3')",0.03333333507180214
14296,MOS,2019 q3,1510,0.3981166011790052,Alexandre Falcao,0.7648619978109724,male,HSBC,"('MOS', '2019 q3')",0.03333333507180214
14297,ALB,2019 q3,1510,0.6181895843769463,SADIF Research,0.9591318228131136,Not a person,Sadif Analytics Prime,"('ALB', '2019 q3')",0.9395477771759033
14298,APD,2019 q3,1510,0.7380792430254822,SADIF Research,0.9523717931843144,Not a person,Sadif Analytics Prime,"('APD', '2019 q3')",0.9227540493011475
14299,ECL,2019 q3,1510,0.7604446375223824,SADIF Research,0.967499405415304,Not a person,Sadif Analytics Prime,"('ECL', '2019 q3')",0.9514573216438293
14300,FMC,2019 q3,1510,0.6259596172468207,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FMC', '2019 q3')",0.9790763854980469
14301,NUE,2019 q3,1510,0.6126228077632343,SADIF Research,0.9763659930977666,Not a person,Sadif Analytics Prime,"('NUE', '2019 q3')",0.9443352222442627
14302,ALB,2019 q3,1510,0.6181895843769463,Mr. Arun S. Viswanathan,0.2166934239075112,male,RBC Capital Markets,"('ALB', '2019 q3')",0.0
14303,CE,2019 q3,1510,0.3344393140938226,Mr. Arun S. Viswanathan,0.1943190099762956,male,RBC Capital Markets,"('CE', '2019 q3')",0.0
14304,CTVA,2019 q3,1510,0.4958783312953906,Mr. Arun S. Viswanathan,0.1520608081980407,male,RBC Capital Markets,"('CTVA', '2019 q3')",0.0
14305,DD,2019 q3,1510,0.4450921789161886,Mr. Arun S. Viswanathan,0.1721164320248108,male,RBC Capital Markets,"('DD', '2019 q3')",0.021719006821513176
14306,DOW,2019 q3,1510,0.4676755730045279,Mr. Arun S. Viswanathan,0.1612492807818156,male,RBC Capital Markets,"('DOW', '2019 q3')",0.01666666753590107
14307,EMN,2019 q3,1510,0.4411961206086288,Mr. Arun S. Viswanathan,0.2377591975076755,male,RBC Capital Markets,"('EMN', '2019 q3')",0.0
14308,FMC,2019 q3,1510,0.6259596172468207,Mr. Arun S. Viswanathan,0.2272000663193961,male,RBC Capital Markets,"('FMC', '2019 q3')",0.0
14309,LYB,2019 q3,1510,0.4740547952444714,Mr. Arun S. Viswanathan,0.2004049287784163,male,RBC Capital Markets,"('LYB', '2019 q3')",0.0
14310,PPG,2019 q3,1510,0.6584542461424051,Mr. Arun S. Viswanathan,0.6279314430015378,male,RBC Capital Markets,"('PPG', '2019 q3')",0.0
14311,SEE,2019 q3,1510,0.6279292253320734,Mr. Arun S. Viswanathan,0.4192179091044654,male,RBC Capital Markets,"('SEE', '2019 q3')",0.007275879383087158
14312,SHW,2019 q3,1510,0.7081641886119889,Mr. Arun S. Viswanathan,0.6819676210600011,male,RBC Capital Markets,"('SHW', '2019 q3')",0.0
14313,ALB,2019 q3,1510,0.6181895843769463,"Steve Byrne, CFA",0.3327618568349979,male,BofA Global Research,"('ALB', '2019 q3')",0.0
14314,CF,2019 q3,1510,0.386758123221363,"Steve Byrne, CFA",0.302431197626536,male,BofA Global Research,"('CF', '2019 q3')",0.0
14315,CTVA,2019 q3,1510,0.4958783312953906,"Steve Byrne, CFA",0.2115799356503452,male,BofA Global Research,"('CTVA', '2019 q3')",0.009389013983309269
14316,DD,2019 q3,1510,0.4450921789161886,"Steve Byrne, CFA",0.1473478609962017,male,BofA Global Research,"('DD', '2019 q3')",0.0
14317,DOW,2019 q3,1510,0.4676755730045279,"Steve Byrne, CFA",0.3037119163004565,male,BofA Global Research,"('DOW', '2019 q3')",0.0
14318,FMC,2019 q3,1510,0.6259596172468207,"Steve Byrne, CFA",0.3504941321110175,male,BofA Global Research,"('FMC', '2019 q3')",0.0
14319,LIN,2019 q3,1510,0.7231379691853885,"Steve Byrne, CFA",0.568305851833239,male,BofA Global Research,"('LIN', '2019 q3')",0.0
14320,LYB,2019 q3,1510,0.4740547952444714,"Steve Byrne, CFA",0.2126289276315791,male,BofA Global Research,"('LYB', '2019 q3')",0.0
14321,PPG,2019 q3,1510,0.6584542461424051,"Steve Byrne, CFA",0.5433903364264663,male,BofA Global Research,"('PPG', '2019 q3')",0.0
14322,SHW,2019 q3,1510,0.7081641886119889,"Steve Byrne, CFA",0.4817652794368336,male,BofA Global Research,"('SHW', '2019 q3')",0.0
14323,AMCR,2019 q3,1510,0.7758912684574967,Mr. Larry Gandler,0.7462183759199202,male,Credit Suisse,"('AMCR', '2019 q3')",0.0
14324,AMCR,2019 q3,1510,0.7758912684574967,Mr. Andrew G. Scott,0.6394804691943856,male,Morgan Stanley,"('AMCR', '2019 q3')",0.0
14325,AMCR,2019 q3,1510,0.7758912684574967,Mr. Grant Slade,0.8709243278436007,male,"Morningstar, Inc.","('AMCR', '2019 q3')",0.022222223381201427
14326,APD,2019 q3,1510,0.7380792430254822,Krzysztof Smalec,0.8145635492453,male,"Morningstar, Inc.","('APD', '2019 q3')",0.0
14327,LIN,2019 q3,1510,0.7231379691853885,Krzysztof Smalec,0.8045189897822892,male,"Morningstar, Inc.","('LIN', '2019 q3')",0.0
14328,APD,2019 q3,1510,0.7380792430254822,Mr. Donald D. Carson,0.615618053771763,male,Susquehanna Financial Group LLLP,"('APD', '2019 q3')",0.02445787936449051
14329,CF,2019 q3,1510,0.386758123221363,Mr. Donald D. Carson,0.4146005446421138,male,Susquehanna Financial Group LLLP,"('CF', '2019 q3')",0.0
14330,CTVA,2019 q3,1510,0.4958783312953906,Mr. Donald D. Carson,0.5990374764608891,male,Susquehanna Financial Group LLLP,"('CTVA', '2019 q3')",0.0
14331,DD,2019 q3,1510,0.4450921789161886,Mr. Donald D. Carson,0.55206174584763,male,Susquehanna Financial Group LLLP,"('DD', '2019 q3')",0.0
14332,DOW,2019 q3,1510,0.4676755730045279,Mr. Donald D. Carson,0.5818736907876962,male,Susquehanna Financial Group LLLP,"('DOW', '2019 q3')",0.0
14333,FMC,2019 q3,1510,0.6259596172468207,Mr. Donald D. Carson,0.8287422079087823,male,Susquehanna Financial Group LLLP,"('FMC', '2019 q3')",0.0
14334,LYB,2019 q3,1510,0.4740547952444714,Mr. Donald D. Carson,0.5421781741440926,male,Susquehanna Financial Group LLLP,"('LYB', '2019 q3')",0.0
14335,MOS,2019 q3,1510,0.3981166011790052,Mr. Donald D. Carson,0.5023166938423334,male,Susquehanna Financial Group LLLP,"('MOS', '2019 q3')",0.0
14336,PPG,2019 q3,1510,0.6584542461424051,Mr. Donald D. Carson,0.6452909184656784,male,Susquehanna Financial Group LLLP,"('PPG', '2019 q3')",0.0
14337,SHW,2019 q3,1510,0.7081641886119889,Mr. Donald D. Carson,0.763887279775875,male,Susquehanna Financial Group LLLP,"('SHW', '2019 q3')",0.0
14338,APD,2019 q3,1510,0.7380792430254822,Mr. Christopher S. Parkinson,0.5300819471653682,male,Credit Suisse,"('APD', '2019 q3')",0.0
14339,CF,2019 q3,1510,0.386758123221363,Mr. Christopher S. Parkinson,0.1980758439187339,male,Credit Suisse,"('CF', '2019 q3')",0.0
14340,CTVA,2019 q3,1510,0.4958783312953906,Mr. Christopher S. Parkinson,0.287585573660094,male,Credit Suisse,"('CTVA', '2019 q3')",0.0
14341,DD,2019 q3,1510,0.4450921789161886,Mr. Christopher S. Parkinson,0.2342805828350297,male,Credit Suisse,"('DD', '2019 q3')",0.0
14342,DOW,2019 q3,1510,0.4676755730045279,Mr. Christopher S. Parkinson,0.2821486011619494,male,Credit Suisse,"('DOW', '2019 q3')",0.010249120183289051
14343,ECL,2019 q3,1510,0.7604446375223824,Mr. Christopher S. Parkinson,0.469125417098229,male,Credit Suisse,"('ECL', '2019 q3')",0.0
14344,FMC,2019 q3,1510,0.6259596172468207,Mr. Christopher S. Parkinson,0.3022212645090976,male,Credit Suisse,"('FMC', '2019 q3')",0.0
14345,APD,2019 q3,1510,0.7380792430254822,Duffy Fischer,0.7159342354749835,male,Barclays,"('APD', '2019 q3')",0.010045751929283142
14346,CTVA,2019 q3,1510,0.4958783312953906,Duffy Fischer,0.1069816269855965,male,Barclays,"('CTVA', '2019 q3')",0.0
14347,DOW,2019 q3,1510,0.4676755730045279,Duffy Fischer,0.4371453238274004,male,Barclays,"('DOW', '2019 q3')",0.0
14348,LYB,2019 q3,1510,0.4740547952444714,Duffy Fischer,0.8141742697731645,male,Barclays,"('LYB', '2019 q3')",0.0
14349,APD,2019 q3,1510,0.7380792430254822,Matthew Miller,0.7193481958475934,male,CFRA Equity Research,"('APD', '2019 q3')",0.0
14350,BLL,2019 q3,1510,0.7989823785769904,Matthew Miller,0.7989823785769904,male,CFRA Equity Research,"('BLL', '2019 q3')",0.0
14351,FCX,2019 q3,1510,0.4284980053851861,Matthew Miller,0.4137096290405842,male,CFRA Equity Research,"('FCX', '2019 q3')",0.0
14352,IFF,2019 q3,1510,0.8097137233527623,Matthew Miller,0.8191285707377889,male,CFRA Equity Research,"('IFF', '2019 q3')",0.0
14353,IP,2019 q3,1510,0.6444138189894622,Matthew Miller,0.4931523706027714,male,CFRA Equity Research,"('IP', '2019 q3')",0.0
14354,MLM,2019 q3,1510,0.698200262136492,Matthew Miller,0.6433021952979182,male,CFRA Equity Research,"('MLM', '2019 q3')",0.0
14355,NEM,2019 q3,1510,0.5298451523429455,Matthew Miller,0.4033318286966909,male,CFRA Equity Research,"('NEM', '2019 q3')",0.0
14356,NUE,2019 q3,1510,0.6126228077632343,Matthew Miller,0.405140226441823,male,CFRA Equity Research,"('NUE', '2019 q3')",0.0
14357,PKG,2019 q3,1510,0.4410199874265053,Matthew Miller,0.3510883060577239,male,CFRA Equity Research,"('PKG', '2019 q3')",0.0
14358,SEE,2019 q3,1510,0.6279292253320734,Matthew Miller,0.6427975079825508,male,CFRA Equity Research,"('SEE', '2019 q3')",0.0
14359,VMC,2019 q3,1510,0.5995893689967898,Matthew Miller,0.6287351289929106,male,CFRA Equity Research,"('VMC', '2019 q3')",0.0
14360,WRK,2019 q3,1510,0.629417124846579,Matthew Miller,0.5401713861968621,male,CFRA Equity Research,"('WRK', '2019 q3')",0.0
14361,APD,2019 q3,1510,0.7380792430254822,Sriharsha Pappu,0.5313610508165016,male,HSBC,"('APD', '2019 q3')",0.0
14362,AVY,2019 q3,1510,0.6691667767527626,"Mr. Paretosh Misra, PHD",0.5933015730386045,male,Berenberg,"('AVY', '2019 q3')",0.0
14363,EMN,2019 q3,1510,0.4411961206086288,"Mr. Paretosh Misra, PHD",0.3892588403636703,male,Berenberg,"('EMN', '2019 q3')",0.0
14364,AVY,2019 q3,1510,0.6691667767527626,Charles Gross,0.6671516792825276,male,"Morningstar, Inc.","('AVY', '2019 q3')",0.0
14365,BLL,2019 q3,1510,0.7989823785769904,Charles Gross,0.7989823785769904,male,"Morningstar, Inc.","('BLL', '2019 q3')",0.0
14366,IP,2019 q3,1510,0.6444138189894622,Charles Gross,0.5838292335048524,male,"Morningstar, Inc.","('IP', '2019 q3')",0.0
14367,PKG,2019 q3,1510,0.4410199874265053,Charles Gross,0.4447070861369889,male,"Morningstar, Inc.","('PKG', '2019 q3')",0.0
14368,PPG,2019 q3,1510,0.6584542461424051,Charles Gross,0.6496068731104979,male,"Morningstar, Inc.","('PPG', '2019 q3')",0.0
14369,SEE,2019 q3,1510,0.6279292253320734,Charles Gross,0.7664147250654817,male,"Morningstar, Inc.","('SEE', '2019 q3')",0.0
14370,SHW,2019 q3,1510,0.7081641886119889,Charles Gross,0.7769230874974317,male,"Morningstar, Inc.","('SHW', '2019 q3')",0.0
14371,WRK,2019 q3,1510,0.629417124846579,Charles Gross,0.6153321509238483,male,"Morningstar, Inc.","('WRK', '2019 q3')",0.0
14372,AVY,2019 q3,1510,0.6691667767527626,Mr. Lars F. Kjellberg,0.6711323398314595,male,Credit Suisse,"('AVY', '2019 q3')",0.0
14373,CE,2019 q3,1510,0.3344393140938226,Charles N. Neivert,0.118517207135204,male,Cowen and Company,"('CE', '2019 q3')",0.0
14374,CF,2019 q3,1510,0.386758123221363,Charles N. Neivert,0.1393539067934499,male,Cowen and Company,"('CF', '2019 q3')",0.0
14375,DD,2019 q3,1510,0.4450921789161886,Charles N. Neivert,0.1258864803673007,male,Cowen and Company,"('DD', '2019 q3')",0.0
14376,DOW,2019 q3,1510,0.4676755730045279,Charles N. Neivert,0.1653632551753938,male,Cowen and Company,"('DOW', '2019 q3')",0.0
14377,EMN,2019 q3,1510,0.4411961206086288,Charles N. Neivert,0.4418382760254765,male,Cowen and Company,"('EMN', '2019 q3')",0.0
14378,LYB,2019 q3,1510,0.4740547952444714,Charles N. Neivert,0.1505496575972239,male,Cowen and Company,"('LYB', '2019 q3')",0.0
14379,MOS,2019 q3,1510,0.3981166011790052,Charles N. Neivert,0.0845548667495092,male,Cowen and Company,"('MOS', '2019 q3')",0.0
14380,CE,2019 q3,1510,0.3344393140938226,Mr. Matthew DeYoe,0.1275394308341493,male,BofA Global Research,"('CE', '2019 q3')",0.0
14381,EMN,2019 q3,1510,0.4411961206086288,Mr. Matthew DeYoe,0.1707144435345892,male,BofA Global Research,"('EMN', '2019 q3')",0.0
14382,CF,2019 q3,1510,0.386758123221363,Andrew D. Wong,0.1215917202668814,male,RBC Capital Markets,"('CF', '2019 q3')",0.01666666753590107
14383,MOS,2019 q3,1510,0.3981166011790052,Andrew D. Wong,0.1382477226172875,male,RBC Capital Markets,"('MOS', '2019 q3')",0.011111111690600714
14384,CF,2019 q3,1510,0.386758123221363,Mr. Rikin Patel,0.4955335223887321,male,Berenberg,"('CF', '2019 q3')",0.0
14385,MOS,2019 q3,1510,0.3981166011790052,Mr. Rikin Patel,0.2443319828159366,male,Berenberg,"('MOS', '2019 q3')",0.0
14386,CF,2019 q3,1510,0.386758123221363,"Ben Isaacson, MBA",0.221563867543336,male,Scotiabank GBM,"('CF', '2019 q3')",0.006163214333355427
14387,CF,2019 q3,1510,0.386758123221363,Mr. Mark Connelly,0.1175022236506554,male,Stephens Inc.,"('CF', '2019 q3')",0.0
14388,CTVA,2019 q3,1510,0.4958783312953906,Mr. Mark Connelly,0.2485733505545459,male,Stephens Inc.,"('CTVA', '2019 q3')",0.005438328720629215
14389,IP,2019 q3,1510,0.6444138189894622,Mr. Mark Connelly,0.4443926054364811,male,Stephens Inc.,"('IP', '2019 q3')",0.0
14390,MOS,2019 q3,1510,0.3981166011790052,Mr. Mark Connelly,0.2024838025517223,male,Stephens Inc.,"('MOS', '2019 q3')",0.0
14391,PKG,2019 q3,1510,0.4410199874265053,Mr. Mark Connelly,0.3080282419720251,male,Stephens Inc.,"('PKG', '2019 q3')",0.010876568965613842
14392,DD,2019 q3,1510,0.4450921789161886,Mr. Raghav Bardalai,0.2336437708499121,male,Exane BNP Paribas,"('DD', '2019 q3')",0.0
14393,FMC,2019 q3,1510,0.6259596172468207,Mr. Raghav Bardalai,0.2684589684591189,male,Exane BNP Paribas,"('FMC', '2019 q3')",0.0
14394,LIN,2019 q3,1510,0.7231379691853885,Mr. Raghav Bardalai,0.4250081693003577,male,Exane BNP Paribas,"('LIN', '2019 q3')",0.0
14395,SHW,2019 q3,1510,0.7081641886119889,Mr. Raghav Bardalai,0.3656049700216965,male,Exane BNP Paribas,"('SHW', '2019 q3')",0.0
14396,ECL,2019 q3,1510,0.7604446375223824,"Chip Moore, CFA",0.5953794306482159,male,Canaccord Genuity,"('ECL', '2019 q3')",0.03333333507180214
14397,ECL,2019 q3,1510,0.7604446375223824,"Mr. Gary E. Bisbee, CFA",0.4902024098602456,male,BofA Global Research,"('ECL', '2019 q3')",0.0
14398,ECL,2019 q3,1510,0.7604446375223824,Mr. Tim Mulrooney,0.4464263146512231,male,William Blair & Company,"('ECL', '2019 q3')",0.0
14399,ECL,2019 q3,1510,0.7604446375223824,Manav S. Patnaik,0.42520505312767,male,Barclays,"('ECL', '2019 q3')",0.0
14400,FCX,2019 q3,1510,0.4284980053851861,"Orest Wowkodaw, CFA",0.1180951947853819,male,Scotiabank GBM,"('FCX', '2019 q3')",0.0
14401,FCX,2019 q3,1510,0.4284980053851861,"Christopher LaFemina, CFA",0.3321303907756239,male,Jefferies,"('FCX', '2019 q3')",0.0
14402,FCX,2019 q3,1510,0.4284980053851861,"Sam Crittenden, CFA",0.4840543230801875,male,RBC Capital Markets,"('FCX', '2019 q3')",0.0
14403,FCX,2019 q3,1510,0.4284980053851861,Mr. Ralph M. Profiti,0.1465631623210605,male,Eight Capital,"('FCX', '2019 q3')",0.04082567244768143
14404,FCX,2019 q3,1510,0.4284980053851861,Research Department,0.158449850166348,Not a person,Trefis,"('FCX', '2019 q3')",0.0
14405,FCX,2019 q3,1510,0.4284980053851861,Mr. Oscar Cabrera,0.1260102735731961,male,CIBC Capital Markets,"('FCX', '2019 q3')",0.005092881619930267
14406,FCX,2019 q3,1510,0.4284980053851861,Timna Tanners,0.2498052588692115,female,BofA Global Research,"('FCX', '2019 q3')",0.0
14407,MLM,2019 q3,1510,0.698200262136492,Timna Tanners,0.5650663462009364,female,BofA Global Research,"('MLM', '2019 q3')",0.0
14408,NUE,2019 q3,1510,0.6126228077632343,Timna Tanners,0.5049892873042431,female,BofA Global Research,"('NUE', '2019 q3')",0.0
14409,VMC,2019 q3,1510,0.5995893689967898,Timna Tanners,0.4037966129394219,female,BofA Global Research,"('VMC', '2019 q3')",0.0
14410,FCX,2019 q3,1510,0.4284980053851861,Chris R. Terry,0.805472620424315,male,Deutsche Bank,"('FCX', '2019 q3')",0.0
14411,NEM,2019 q3,1510,0.5298451523429455,Chris R. Terry,0.8275983029270711,male,Deutsche Bank,"('NEM', '2019 q3')",0.0
14412,FCX,2019 q3,1510,0.4284980053851861,"Mr. Jatinder Goel, CFA",0.1831178855194571,male,Exane BNP Paribas,"('FCX', '2019 q3')",0.012949922122061253
14413,FMC,2019 q3,1510,0.6259596172468207,"Rosemarie J. Morbelli, CFA",0.4236364688793116,female,Gabelli & Company,"('FMC', '2019 q3')",0.0
14414,SEE,2019 q3,1510,0.6279292253320734,"Rosemarie J. Morbelli, CFA",0.3955431958730738,female,Gabelli & Company,"('SEE', '2019 q3')",0.0
14415,IFF,2019 q3,1510,0.8097137233527623,Mr. Thomas Swoboda,0.5544757836727824,male,Societe Generale,"('IFF', '2019 q3')",0.010977637954056263
14416,IFF,2019 q3,1510,0.8097137233527623,Ms. Lauren R. Lieberman,0.6151794449603154,female,Barclays,"('IFF', '2019 q3')",0.0
14417,IFF,2019 q3,1510,0.8097137233527623,Ms. Faiza Alwy,0.9525884367738028,female,Deutsche Bank,"('IFF', '2019 q3')",0.0
14418,IFF,2019 q3,1510,0.8097137233527623,M. Matthias Cornu,0.6975606376569926,male,Exane BNP Paribas,"('IFF', '2019 q3')",0.0
14419,IFF,2019 q3,1510,0.8097137233527623,Mr. Andrew Lane,0.7886628864467562,male,"Morningstar, Inc.","('IFF', '2019 q3')",0.0
14420,NUE,2019 q3,1510,0.6126228077632343,Mr. Andrew Lane,0.5097467253966281,male,"Morningstar, Inc.","('NUE', '2019 q3')",0.005927420066048701
14421,IP,2019 q3,1510,0.6444138189894622,Mr. Paul C. Quinn,0.753911771540091,male,RBC Capital Markets,"('IP', '2019 q3')",0.0
14422,WRK,2019 q3,1510,0.629417124846579,Mr. Paul C. Quinn,0.4403938899007839,male,RBC Capital Markets,"('WRK', '2019 q3')",0.0
14423,IP,2019 q3,1510,0.6444138189894622,George L. Staphos,0.5866378056612038,male,BofA Global Research,"('IP', '2019 q3')",0.029107446316629648
14424,PKG,2019 q3,1510,0.4410199874265053,George L. Staphos,0.4692353278834019,male,BofA Global Research,"('PKG', '2019 q3')",0.06833180226385593
14425,SEE,2019 q3,1510,0.6279292253320734,George L. Staphos,0.5458283465105321,male,BofA Global Research,"('SEE', '2019 q3')",0.0
14426,WRK,2019 q3,1510,0.629417124846579,George L. Staphos,0.7165439877013468,male,BofA Global Research,"('WRK', '2019 q3')",0.015581653453409672
14427,LIN,2019 q3,1510,0.7231379691853885,"Hr. Martin Roediger, CEFA",0.5881877704844778,male,Kepler Cheuvreux,"('LIN', '2019 q3')",0.0
14428,LIN,2019 q3,1510,0.7231379691853885,Peter Clark,0.5248770180155057,male,Societe Generale,"('LIN', '2019 q3')",0.0
14429,PPG,2019 q3,1510,0.6584542461424051,Peter Clark,0.3793716825930121,male,Societe Generale,"('PPG', '2019 q3')",0.0
14430,LIN,2019 q3,1510,0.7231379691853885,Tim A. Jones,0.6666317413070181,male,Deutsche Bank,"('LIN', '2019 q3')",0.0
14431,LYB,2019 q3,1510,0.4740547952444714,Acquisdata Research Team,0.3584879662743017,Not a person,Acquisdata,"('LYB', '2019 q3')",0.0
14432,NEM,2019 q3,1510,0.5298451523429455,Acquisdata Research Team,0.260494992088417,Not a person,Acquisdata,"('NEM', '2019 q3')",0.0
14433,MLM,2019 q3,1510,0.698200262136492,Trey Grooms,0.4846462404510407,male,Stephens Inc.,"('MLM', '2019 q3')",0.0
14434,VMC,2019 q3,1510,0.5995893689967898,Trey Grooms,0.4430332524962516,male,Stephens Inc.,"('VMC', '2019 q3')",0.0
14435,MLM,2019 q3,1510,0.698200262136492,Mr. Kristoffer Inton,0.7860742173026957,male,"Morningstar, Inc.","('MLM', '2019 q3')",0.0
14436,NEM,2019 q3,1510,0.5298451523429455,Mr. Kristoffer Inton,0.4310639985350146,male,"Morningstar, Inc.","('NEM', '2019 q3')",0.019134468398988247
14437,VMC,2019 q3,1510,0.5995893689967898,Mr. Kristoffer Inton,0.7228892262468087,male,"Morningstar, Inc.","('VMC', '2019 q3')",0.0
14438,MLM,2019 q3,1510,0.698200262136492,Mr. Rohit Seth,0.6932139172635721,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2019 q3')",0.0
14439,VMC,2019 q3,1510,0.5995893689967898,Mr. Rohit Seth,0.4157867825875075,male,SunTrust Robinson Humphrey Capital Markets,"('VMC', '2019 q3')",0.020352885127067566
14440,MLM,2019 q3,1510,0.698200262136492,Mr. Robert D. Muir,0.4915987955029874,male,Berenberg,"('MLM', '2019 q3')",0.0
14441,VMC,2019 q3,1510,0.5995893689967898,Mr. Robert D. Muir,0.4711717487316246,male,Berenberg,"('VMC', '2019 q3')",0.0
14442,MOS,2019 q3,1510,0.3981166011790052,"Mr. Jacob J. Bout, CFA",0.0912421234775676,male,CIBC Capital Markets,"('MOS', '2019 q3')",0.0
14443,MOS,2019 q3,1510,0.3981166011790052,Ms. Marina Alekseenkova,0.1136097660694461,female,Hypothesis Research,"('MOS', '2019 q3')",0.0
14444,NEM,2019 q3,1510,0.5298451523429455,Mr. Stephen D. Walker,0.3805381016164236,male,RBC Capital Markets,"('NEM', '2019 q3')",0.0
14445,NEM,2019 q3,1510,0.5298451523429455,"Mr. Brian T. MacArthur, CFA",0.5115976586719251,male,Raymond James Ltd. (Canada),"('NEM', '2019 q3')",0.0
14446,NEM,2019 q3,1510,0.5298451523429455,"Michael R. Jalonen, CFA",0.3722857970160679,male,BofA Global Research,"('NEM', '2019 q3')",0.0
14447,NEM,2019 q3,1510,0.5298451523429455,Mr. Fahad Tariq,0.3477833233289966,male,Credit Suisse,"('NEM', '2019 q3')",0.0
14448,NEM,2019 q3,1510,0.5298451523429455,Ms. Tanya Jakusconek,0.1976658120194719,female,Scotiabank GBM,"('NEM', '2019 q3')",0.0
14449,NEM,2019 q3,1510,0.5298451523429455,"Ms. Anita P. Soni, CFA",0.1732078091239915,female,CIBC Capital Markets,"('NEM', '2019 q3')",0.0
14450,NUE,2019 q3,1510,0.6126228077632343,"Mr. Curt R. Woodworth, CFA",0.3536438577920557,male,Credit Suisse,"('NUE', '2019 q3')",0.0
14451,NUE,2019 q3,1510,0.6126228077632343,Caio B. Ribeiro,0.5007670738589171,male,Credit Suisse,"('NUE', '2019 q3')",0.0
14452,NUE,2019 q3,1510,0.6126228077632343,Mr. Tyler L. Kenyon,0.2602536508015436,male,Cowen and Company,"('NUE', '2019 q3')",0.0
14453,PPG,2019 q3,1510,0.6584542461424051,"Mr. Kevin W. Hocevar, CFA",0.4612870929622469,male,Northcoast Research,"('PPG', '2019 q3')",0.0
14454,SHW,2019 q3,1510,0.7081641886119889,"Mr. Kevin W. Hocevar, CFA",0.4562074867743835,male,Northcoast Research,"('SHW', '2019 q3')",0.0
14455,PPG,2019 q3,1510,0.6584542461424051,Mr. Jonathan D. Rau,0.4442720619301393,male,JPMorgan Econ & FI,"('PPG', '2019 q3')",0.0
14456,SHW,2019 q3,1510,0.7081641886119889,Scott A. Mushkin,0.4740423734816477,male,Wolfe Research,"('SHW', '2019 q3')",0.0
14457,VMC,2019 q3,1510,0.5995893689967898,Mr. Adam Seiden,0.4221704909258779,male,Barclays,"('VMC', '2019 q3')",0.0
14458,VMC,2019 q3,1510,0.5995893689967898,Michael Dahl,0.314462660070135,male,RBC Capital Markets,"('VMC', '2019 q3')",0.0
14459,ACN,2018 q1,4510,0.6609184884966286,"Edward S. Caso, Jr",0.2630782769607344,male,"Wells Fargo Securities, LLC","('ACN', '2018 q1')",0.0
14460,CTSH,2018 q1,4510,0.649478819120722,"Edward S. Caso, Jr",0.1851609436367276,male,"Wells Fargo Securities, LLC","('CTSH', '2018 q1')",0.010821099393069744
14461,DXC,2018 q1,4510,0.3927697422271111,"Edward S. Caso, Jr",0.1485021066721605,male,"Wells Fargo Securities, LLC","('DXC', '2018 q1')",0.0
14462,ACN,2018 q1,4510,0.6609184884966286,Avishai Kantor,0.396052980198434,male,Cowen and Company,"('ACN', '2018 q1')",0.0
14463,ACN,2018 q1,4510,0.6609184884966286,Darrin D. Peller,0.2376723619168962,male,Barclays,"('ACN', '2018 q1')",0.0
14464,ADS,2018 q1,4510,0.6458025525853446,Darrin D. Peller,0.4502114670355506,male,Barclays,"('ADS', '2018 q1')",0.0
14465,CTSH,2018 q1,4510,0.649478819120722,Darrin D. Peller,0.3290874483976689,male,Barclays,"('CTSH', '2018 q1')",0.0
14466,GPN,2018 q1,4510,0.4618924521118761,Darrin D. Peller,0.2466111531646499,male,Barclays,"('GPN', '2018 q1')",0.0
14467,MA,2018 q1,4510,0.4652211838491313,Darrin D. Peller,0.0960787498856316,male,Barclays,"('MA', '2018 q1')",0.0
14468,PAYX,2018 q1,4510,0.6840727615396127,Darrin D. Peller,0.2858078629535382,male,Barclays,"('PAYX', '2018 q1')",0.0
14469,V,2018 q1,4510,0.3842181080850897,Darrin D. Peller,0.0973209879460036,male,Barclays,"('V', '2018 q1')",0.0
14470,WU,2018 q1,4510,0.724093139455086,Darrin D. Peller,0.4609588039103574,male,Barclays,"('WU', '2018 q1')",0.0
14471,ACN,2018 q1,4510,0.6609184884966286,Mr. Jason Kupferberg,0.1929471050161367,male,BofA Global Research,"('ACN', '2018 q1')",0.0
14472,ADP,2018 q1,4510,0.8376333771066037,Mr. Jason Kupferberg,0.7395950231786012,male,BofA Global Research,"('ADP', '2018 q1')",0.021409684792160988
14473,CTSH,2018 q1,4510,0.649478819120722,Mr. Jason Kupferberg,0.561195531510864,male,BofA Global Research,"('CTSH', '2018 q1')",0.0
14474,GPN,2018 q1,4510,0.4618924521118761,Mr. Jason Kupferberg,0.4635075408514314,male,BofA Global Research,"('GPN', '2018 q1')",0.0
14475,ACN,2018 q1,4510,0.6609184884966286,"Mr Charles Brennan, CFA",0.5938672632650308,male,Credit Suisse,"('ACN', '2018 q1')",0.0
14476,ACN,2018 q1,4510,0.6609184884966286,"Daniel R. Perlin, CFA",0.2102649729756676,male,RBC Capital Markets,"('ACN', '2018 q1')",0.0
14477,ADS,2018 q1,4510,0.6458025525853446,"Daniel R. Perlin, CFA",0.386959353077827,male,RBC Capital Markets,"('ADS', '2018 q1')",0.0
14478,CTSH,2018 q1,4510,0.649478819120722,"Daniel R. Perlin, CFA",0.6383773063285394,male,RBC Capital Markets,"('CTSH', '2018 q1')",0.03333333507180214
14479,DXC,2018 q1,4510,0.3927697422271111,"Daniel R. Perlin, CFA",0.1664953990002599,male,RBC Capital Markets,"('DXC', '2018 q1')",0.0
14480,FIS,2018 q1,4510,0.6638516816974662,"Daniel R. Perlin, CFA",0.2110144741205689,male,RBC Capital Markets,"('FIS', '2018 q1')",0.0
14481,FISV,2018 q1,4510,0.7602469553434624,"Daniel R. Perlin, CFA",0.306117277941653,male,RBC Capital Markets,"('FISV', '2018 q1')",0.022109879180788994
14482,GPN,2018 q1,4510,0.4618924521118761,"Daniel R. Perlin, CFA",0.139364357787077,male,RBC Capital Markets,"('GPN', '2018 q1')",0.0
14483,JKHY,2018 q1,4510,0.6385475178520139,"Daniel R. Perlin, CFA",0.5203609749447246,male,RBC Capital Markets,"('JKHY', '2018 q1')",0.0
14484,MA,2018 q1,4510,0.4652211838491313,"Daniel R. Perlin, CFA",0.1153914439949834,male,RBC Capital Markets,"('MA', '2018 q1')",0.019743813201785088
14485,PYPL,2018 q1,4510,0.3734163329192709,"Daniel R. Perlin, CFA",0.0891585207570508,male,RBC Capital Markets,"('PYPL', '2018 q1')",0.0
14486,V,2018 q1,4510,0.3842181080850897,"Daniel R. Perlin, CFA",0.1444316792931829,male,RBC Capital Markets,"('V', '2018 q1')",0.020537160336971283
14487,WU,2018 q1,4510,0.724093139455086,"Daniel R. Perlin, CFA",0.3497696410639808,male,RBC Capital Markets,"('WU', '2018 q1')",0.0
14488,ACN,2018 q1,4510,0.6609184884966286,Moshe Katri,0.2974247601767251,male,Wedbush Securities Inc.,"('ACN', '2018 q1')",0.0
14489,GPN,2018 q1,4510,0.4618924521118761,Moshe Katri,0.1267439420513512,male,Wedbush Securities Inc.,"('GPN', '2018 q1')",0.0
14490,ACN,2018 q1,4510,0.6609184884966286,Lou Miscioscia,0.4351043600299581,male,Pivotal Research Group,"('ACN', '2018 q1')",0.0
14491,IBM,2018 q1,4510,0.5089017325431187,Lou Miscioscia,0.3400236340472883,male,Pivotal Research Group,"('IBM', '2018 q1')",0.0
14492,ACN,2018 q1,4510,0.6609184884966286,Mr. James E. Friedman,0.8952977112016192,male,Susquehanna Financial Group LLLP,"('ACN', '2018 q1')",0.011111111690600714
14493,ADS,2018 q1,4510,0.6458025525853446,Mr. James E. Friedman,0.7169664367229569,male,Susquehanna Financial Group LLLP,"('ADS', '2018 q1')",0.0
14494,CTSH,2018 q1,4510,0.649478819120722,Mr. James E. Friedman,0.8633339247328602,male,Susquehanna Financial Group LLLP,"('CTSH', '2018 q1')",0.0
14495,DXC,2018 q1,4510,0.3927697422271111,Mr. James E. Friedman,0.2561601677743957,male,Susquehanna Financial Group LLLP,"('DXC', '2018 q1')",0.0
14496,GPN,2018 q1,4510,0.4618924521118761,Mr. James E. Friedman,0.7232935126170652,male,Susquehanna Financial Group LLLP,"('GPN', '2018 q1')",0.011111111690600714
14497,MA,2018 q1,4510,0.4652211838491313,Mr. James E. Friedman,0.8006572307024256,male,Susquehanna Financial Group LLLP,"('MA', '2018 q1')",0.0
14498,PYPL,2018 q1,4510,0.3734163329192709,Mr. James E. Friedman,0.8789707174185281,male,Susquehanna Financial Group LLLP,"('PYPL', '2018 q1')",0.0
14499,V,2018 q1,4510,0.3842181080850897,Mr. James E. Friedman,0.7862736507411134,male,Susquehanna Financial Group LLLP,"('V', '2018 q1')",0.0
14500,WU,2018 q1,4510,0.724093139455086,Mr. James E. Friedman,0.84432604477064,male,Susquehanna Financial Group LLLP,"('WU', '2018 q1')",0.009651965461671352
14501,ACN,2018 q1,4510,0.6609184884966286,Mr. Andrew Lange,0.8181060875342913,male,"Morningstar, Inc.","('ACN', '2018 q1')",0.007096287794411182
14502,ADSK,2018 q1,4510,0.4447306191348024,Mr. Andrew Lange,0.6701564745769332,male,"Morningstar, Inc.","('ADSK', '2018 q1')",0.0
14503,CTSH,2018 q1,4510,0.649478819120722,Mr. Andrew Lange,0.744078894902666,male,"Morningstar, Inc.","('CTSH', '2018 q1')",0.005019232165068388
14504,INTU,2018 q1,4510,0.5999189896670905,Mr. Andrew Lange,0.8161190152519388,male,"Morningstar, Inc.","('INTU', '2018 q1')",0.0
14505,ACN,2018 q1,4510,0.6609184884966286,Georgios Kertsos,0.5504303544496926,male,Berenberg,"('ACN', '2018 q1')",0.0
14506,CTSH,2018 q1,4510,0.649478819120722,Georgios Kertsos,0.5647349657643393,male,Berenberg,"('CTSH', '2018 q1')",0.0
14507,ACN,2018 q1,4510,0.6609184884966286,David Holt,0.7676463469678126,male,CFRA Equity Research,"('ACN', '2018 q1')",0.0
14508,ADP,2018 q1,4510,0.8376333771066037,David Holt,0.8627970359853279,male,CFRA Equity Research,"('ADP', '2018 q1')",0.0
14509,ADS,2018 q1,4510,0.6458025525853446,David Holt,0.818285231157427,male,CFRA Equity Research,"('ADS', '2018 q1')",0.0
14510,CTSH,2018 q1,4510,0.649478819120722,David Holt,0.7553171582263456,male,CFRA Equity Research,"('CTSH', '2018 q1')",0.0
14511,DXC,2018 q1,4510,0.3927697422271111,David Holt,0.8125604097500296,male,CFRA Equity Research,"('DXC', '2018 q1')",0.0
14512,FIS,2018 q1,4510,0.6638516816974662,David Holt,0.7265369217130281,male,CFRA Equity Research,"('FIS', '2018 q1')",0.0
14513,FISV,2018 q1,4510,0.7602469553434624,David Holt,0.7878579657722204,male,CFRA Equity Research,"('FISV', '2018 q1')",0.0
14514,FLT,2018 q1,4510,0.4751262708571562,David Holt,0.5336373673692842,male,CFRA Equity Research,"('FLT', '2018 q1')",0.0
14515,GPN,2018 q1,4510,0.4618924521118761,David Holt,0.5632080587104087,male,CFRA Equity Research,"('GPN', '2018 q1')",0.0
14516,IBM,2018 q1,4510,0.5089017325431187,David Holt,0.761811015070635,male,CFRA Equity Research,"('IBM', '2018 q1')",0.0
14517,JKHY,2018 q1,4510,0.6385475178520139,David Holt,0.4802169835491729,male,CFRA Equity Research,"('JKHY', '2018 q1')",0.03333333507180214
14518,PAYX,2018 q1,4510,0.6840727615396127,David Holt,0.7824853035904521,male,CFRA Equity Research,"('PAYX', '2018 q1')",0.0
14519,ACN,2018 q1,4510,0.6609184884966286,Richard Nguyen,0.6761096230882748,male,Societe Generale,"('ACN', '2018 q1')",0.0
14520,CRM,2018 q1,4510,0.5119297588667212,Richard Nguyen,0.5751894156213521,male,Societe Generale,"('CRM', '2018 q1')",0.0
14521,CTSH,2018 q1,4510,0.649478819120722,Richard Nguyen,0.8212985620743628,male,Societe Generale,"('CTSH', '2018 q1')",0.0
14522,IBM,2018 q1,4510,0.5089017325431187,Richard Nguyen,0.721438450051505,male,Societe Generale,"('IBM', '2018 q1')",0.005670041311532259
14523,ORCL,2018 q1,4510,0.5261660844400742,Richard Nguyen,0.7349436011952087,male,Societe Generale,"('ORCL', '2018 q1')",0.0
14524,ACN,2018 q1,4510,0.6609184884966286,Mr. Bryan Keane,0.3027247637540485,male,Deutsche Bank,"('ACN', '2018 q1')",0.0
14525,CTSH,2018 q1,4510,0.649478819120722,Mr. Bryan Keane,0.2834570545719438,male,Deutsche Bank,"('CTSH', '2018 q1')",0.0
14526,FIS,2018 q1,4510,0.6638516816974662,Mr. Bryan Keane,0.8347639062833092,male,Deutsche Bank,"('FIS', '2018 q1')",0.0
14527,FISV,2018 q1,4510,0.7602469553434624,Mr. Bryan Keane,0.8422756277414858,male,Deutsche Bank,"('FISV', '2018 q1')",0.0
14528,GPN,2018 q1,4510,0.4618924521118761,Mr. Bryan Keane,0.2486361506541577,male,Deutsche Bank,"('GPN', '2018 q1')",0.0
14529,MA,2018 q1,4510,0.4652211838491313,Mr. Bryan Keane,0.2851758500399779,male,Deutsche Bank,"('MA', '2018 q1')",0.03150811418890953
14530,PAYX,2018 q1,4510,0.6840727615396127,Mr. Bryan Keane,0.9016887200264744,male,Deutsche Bank,"('PAYX', '2018 q1')",0.0
14531,PYPL,2018 q1,4510,0.3734163329192709,Mr. Bryan Keane,0.0914667935813541,male,Deutsche Bank,"('PYPL', '2018 q1')",0.0
14532,V,2018 q1,4510,0.3842181080850897,Mr. Bryan Keane,0.2716693765863456,male,Deutsche Bank,"('V', '2018 q1')",0.0
14533,WU,2018 q1,4510,0.724093139455086,Mr. Bryan Keane,0.8068981047047628,male,Deutsche Bank,"('WU', '2018 q1')",0.0
14534,ACN,2018 q1,4510,0.6609184884966286,Ms. Shejal Ajmera,0.6214942967034139,female,Crispidea,"('ACN', '2018 q1')",0.03333333507180214
14535,ADBE,2018 q1,4510,0.4751561112243163,Ms. Shejal Ajmera,0.298106817923761,female,Crispidea,"('ADBE', '2018 q1')",0.0
14536,CTSH,2018 q1,4510,0.649478819120722,Ms. Shejal Ajmera,0.5953246923192729,female,Crispidea,"('CTSH', '2018 q1')",0.0
14537,NOW,2018 q1,4510,0.3941786384156254,Ms. Shejal Ajmera,0.5721945696439021,female,Crispidea,"('NOW', '2018 q1')",0.0
14538,ORCL,2018 q1,4510,0.5261660844400742,Ms. Shejal Ajmera,0.696686124146696,female,Crispidea,"('ORCL', '2018 q1')",0.03333333507180214
14539,ADBE,2018 q1,4510,0.4751561112243163,Mr. Scott H. Kessler,0.808959611713126,male,CFRA Equity Research,"('ADBE', '2018 q1')",0.0
14540,ADSK,2018 q1,4510,0.4447306191348024,Mr. Scott H. Kessler,0.7517634288266584,male,CFRA Equity Research,"('ADSK', '2018 q1')",0.0
14541,AKAM,2018 q1,4510,0.5183283919090149,Mr. Scott H. Kessler,0.8224565319473247,male,CFRA Equity Research,"('AKAM', '2018 q1')",0.0
14542,CRM,2018 q1,4510,0.5119297588667212,Mr. Scott H. Kessler,0.7525616221287431,male,CFRA Equity Research,"('CRM', '2018 q1')",0.0
14543,CTXS,2018 q1,4510,0.6773485551222176,Mr. Scott H. Kessler,0.7875171121637378,male,CFRA Equity Research,"('CTXS', '2018 q1')",0.0
14544,INTU,2018 q1,4510,0.5999189896670905,Mr. Scott H. Kessler,0.9130492124626574,male,CFRA Equity Research,"('INTU', '2018 q1')",0.0
14545,MA,2018 q1,4510,0.4652211838491313,Mr. Scott H. Kessler,0.6060586084991768,male,CFRA Equity Research,"('MA', '2018 q1')",0.0
14546,MSFT,2018 q1,4510,0.5056949351467739,Mr. Scott H. Kessler,0.791612788657594,male,CFRA Equity Research,"('MSFT', '2018 q1')",0.0
14547,NLOK,2018 q1,4510,0.5766270776636823,Mr. Scott H. Kessler,0.7607811753102337,male,CFRA Equity Research,"('NLOK', '2018 q1')",0.0
14548,ORCL,2018 q1,4510,0.5261660844400742,Mr. Scott H. Kessler,0.7181651118060891,male,CFRA Equity Research,"('ORCL', '2018 q1')",0.0
14549,PYPL,2018 q1,4510,0.3734163329192709,Mr. Scott H. Kessler,0.5039114829587698,male,CFRA Equity Research,"('PYPL', '2018 q1')",0.0
14550,V,2018 q1,4510,0.3842181080850897,Mr. Scott H. Kessler,0.6776146039136541,male,CFRA Equity Research,"('V', '2018 q1')",0.0
14551,VRSN,2018 q1,4510,0.9504578879570744,Mr. Scott H. Kessler,0.9572114307005348,male,CFRA Equity Research,"('VRSN', '2018 q1')",0.0
14552,WU,2018 q1,4510,0.724093139455086,Mr. Scott H. Kessler,0.7470421438295856,male,CFRA Equity Research,"('WU', '2018 q1')",0.0
14553,ADBE,2018 q1,4510,0.4751561112243163,Mr. Ross S. MacMillan,0.2235109236982951,male,RBC Capital Markets,"('ADBE', '2018 q1')",0.0
14554,CRM,2018 q1,4510,0.5119297588667212,Mr. Ross S. MacMillan,0.1744225421259456,male,RBC Capital Markets,"('CRM', '2018 q1')",0.0
14555,INTU,2018 q1,4510,0.5999189896670905,Mr. Ross S. MacMillan,0.2318815756968756,male,RBC Capital Markets,"('INTU', '2018 q1')",0.0
14556,ORCL,2018 q1,4510,0.5261660844400742,Mr. Ross S. MacMillan,0.1337187220485249,male,RBC Capital Markets,"('ORCL', '2018 q1')",0.01666666753590107
14557,ADBE,2018 q1,4510,0.4751561112243163,Mr. Brent J. Thill,0.3305641238552389,male,Jefferies,"('ADBE', '2018 q1')",0.0
14558,INTU,2018 q1,4510,0.5999189896670905,Mr. Brent J. Thill,0.384952488831963,male,Jefferies,"('INTU', '2018 q1')",0.012699962593615055
14559,ADBE,2018 q1,4510,0.4751561112243163,Rodney Nelson,0.6863619983713546,male,"Morningstar, Inc.","('ADBE', '2018 q1')",0.0
14560,CRM,2018 q1,4510,0.5119297588667212,Rodney Nelson,0.5416141042222605,male,"Morningstar, Inc.","('CRM', '2018 q1')",0.0
14561,CTXS,2018 q1,4510,0.6773485551222176,Rodney Nelson,0.6854573882244608,male,"Morningstar, Inc.","('CTXS', '2018 q1')",0.0
14562,MSFT,2018 q1,4510,0.5056949351467739,Rodney Nelson,0.4683056235635421,male,"Morningstar, Inc.","('MSFT', '2018 q1')",0.0
14563,NOW,2018 q1,4510,0.3941786384156254,Rodney Nelson,0.5709491280804961,male,"Morningstar, Inc.","('NOW', '2018 q1')",0.0
14564,ORCL,2018 q1,4510,0.5261660844400742,Rodney Nelson,0.4467820091962739,male,"Morningstar, Inc.","('ORCL', '2018 q1')",0.011111111690600714
14565,VRSN,2018 q1,4510,0.9504578879570744,Rodney Nelson,0.9277026089227804,male,"Morningstar, Inc.","('VRSN', '2018 q1')",0.0
14566,ADBE,2018 q1,4510,0.4751561112243163,"Mr. Brian W. Wieser, CFA",0.2729098721409492,male,Pivotal Research Group,"('ADBE', '2018 q1')",0.03531942144036293
14567,CRM,2018 q1,4510,0.5119297588667212,"Mr. Brian W. Wieser, CFA",0.1735836594387904,male,Pivotal Research Group,"('CRM', '2018 q1')",0.02758158929646015
14568,ADBE,2018 q1,4510,0.4751561112243163,"Keith E. Weiss, CFA",0.129201662243399,male,Morgan Stanley,"('ADBE', '2018 q1')",0.0
14569,ADSK,2018 q1,4510,0.4447306191348024,"Keith E. Weiss, CFA",0.4708011876404384,male,Morgan Stanley,"('ADSK', '2018 q1')",0.0
14570,AKAM,2018 q1,4510,0.5183283919090149,"Keith E. Weiss, CFA",0.2269048574672026,male,Morgan Stanley,"('AKAM', '2018 q1')",0.0
14571,CRM,2018 q1,4510,0.5119297588667212,"Keith E. Weiss, CFA",0.1471504040993883,male,Morgan Stanley,"('CRM', '2018 q1')",0.0
14572,INTU,2018 q1,4510,0.5999189896670905,"Keith E. Weiss, CFA",0.2240024065282172,male,Morgan Stanley,"('INTU', '2018 q1')",0.0
14573,MSFT,2018 q1,4510,0.5056949351467739,"Keith E. Weiss, CFA",0.1500082398920418,male,Morgan Stanley,"('MSFT', '2018 q1')",0.0
14574,NLOK,2018 q1,4510,0.5766270776636823,"Keith E. Weiss, CFA",0.1448262670231186,male,Morgan Stanley,"('NLOK', '2018 q1')",0.0
14575,ADBE,2018 q1,4510,0.4751561112243163,Mr. Patrick D. Walravens,0.1389020758575421,male,JMP Securities,"('ADBE', '2018 q1')",0.0
14576,CRM,2018 q1,4510,0.5119297588667212,Mr. Patrick D. Walravens,0.1691875261618132,male,JMP Securities,"('CRM', '2018 q1')",0.0
14577,ADBE,2018 q1,4510,0.4751561112243163,Mr. Samad S. Samana,0.2687062516965927,male,Stephens Inc.,"('ADBE', '2018 q1')",0.0
14578,CRM,2018 q1,4510,0.5119297588667212,Mr. Samad S. Samana,0.2729679834455918,male,Stephens Inc.,"('CRM', '2018 q1')",0.0
14579,ADBE,2018 q1,4510,0.4751561112243163,"Mr. Saket Kalia, CFA, CFA",0.3006093818295924,male,Barclays,"('ADBE', '2018 q1')",0.015399894677102566
14580,ADSK,2018 q1,4510,0.4447306191348024,"Mr. Saket Kalia, CFA, CFA",0.1217342428732997,male,Barclays,"('ADSK', '2018 q1')",0.0
14581,FTNT,2018 q1,4510,0.3639390299819913,"Mr. Saket Kalia, CFA, CFA",0.217564523097078,male,Barclays,"('FTNT', '2018 q1')",0.0
14582,ADBE,2018 q1,4510,0.4751561112243163,Kash Rangan,0.3362931940668844,male,BofA Global Research,"('ADBE', '2018 q1')",0.0
14583,INTU,2018 q1,4510,0.5999189896670905,Kash Rangan,0.562632146002996,male,BofA Global Research,"('INTU', '2018 q1')",0.0
14584,MSFT,2018 q1,4510,0.5056949351467739,Kash Rangan,0.3481612532116215,male,BofA Global Research,"('MSFT', '2018 q1')",0.0
14585,NOW,2018 q1,4510,0.3941786384156254,Kash Rangan,0.3433555536568168,male,BofA Global Research,"('NOW', '2018 q1')",0.0
14586,ORCL,2018 q1,4510,0.5261660844400742,Kash Rangan,0.2922176653830524,male,BofA Global Research,"('ORCL', '2018 q1')",0.01470618974417448
14587,ADBE,2018 q1,4510,0.4751561112243163,"Kirk Materne, CFA",0.2049483671471575,male,EVERCORE ISI,"('ADBE', '2018 q1')",0.0
14588,ADSK,2018 q1,4510,0.4447306191348024,"Kirk Materne, CFA",0.1002441990914573,male,EVERCORE ISI,"('ADSK', '2018 q1')",0.011486300267279148
14589,CRM,2018 q1,4510,0.5119297588667212,"Kirk Materne, CFA",0.1702908849365269,male,EVERCORE ISI,"('CRM', '2018 q1')",0.0
14590,CTXS,2018 q1,4510,0.6773485551222176,"Kirk Materne, CFA",0.3249360103999001,male,EVERCORE ISI,"('CTXS', '2018 q1')",0.0
14591,FTNT,2018 q1,4510,0.3639390299819913,"Kirk Materne, CFA",0.0825651214632856,male,EVERCORE ISI,"('FTNT', '2018 q1')",0.0
14592,INTU,2018 q1,4510,0.5999189896670905,"Kirk Materne, CFA",0.3860062897292926,male,EVERCORE ISI,"('INTU', '2018 q1')",0.01126629114151001
14593,MSFT,2018 q1,4510,0.5056949351467739,"Kirk Materne, CFA",0.1087542783130478,male,EVERCORE ISI,"('MSFT', '2018 q1')",0.0
14594,NLOK,2018 q1,4510,0.5766270776636823,"Kirk Materne, CFA",0.1525426387916399,male,EVERCORE ISI,"('NLOK', '2018 q1')",0.0
14595,NOW,2018 q1,4510,0.3941786384156254,"Kirk Materne, CFA",0.0824511819452937,male,EVERCORE ISI,"('NOW', '2018 q1')",0.0
14596,ORCL,2018 q1,4510,0.5261660844400742,"Kirk Materne, CFA",0.2011602526865566,male,EVERCORE ISI,"('ORCL', '2018 q1')",0.053449928760528564
14597,ADBE,2018 q1,4510,0.4751561112243163,Mr. Alex Zukin,0.2818114409283956,male,Piper Sandler Companies,"('ADBE', '2018 q1')",0.0
14598,CRM,2018 q1,4510,0.5119297588667212,Mr. Alex Zukin,0.3226996485170978,male,Piper Sandler Companies,"('CRM', '2018 q1')",0.0
14599,MSFT,2018 q1,4510,0.5056949351467739,Mr. Alex Zukin,0.1740839548277008,male,Piper Sandler Companies,"('MSFT', '2018 q1')",0.007824042191108068
14600,NOW,2018 q1,4510,0.3941786384156254,Mr. Alex Zukin,0.1169646048136656,male,Piper Sandler Companies,"('NOW', '2018 q1')",0.015580416191369295
14601,ORCL,2018 q1,4510,0.5261660844400742,Mr. Alex Zukin,0.1149318549101359,male,Piper Sandler Companies,"('ORCL', '2018 q1')",0.008797528222203255
14602,ADBE,2018 q1,4510,0.4751561112243163,Mr. J. Derrick Wood,0.0943252008525485,male,Cowen and Company,"('ADBE', '2018 q1')",0.0
14603,CRM,2018 q1,4510,0.5119297588667212,Mr. J. Derrick Wood,0.1028744397678727,male,Cowen and Company,"('CRM', '2018 q1')",0.0
14604,NOW,2018 q1,4510,0.3941786384156254,Mr. J. Derrick Wood,0.0961506605387089,male,Cowen and Company,"('NOW', '2018 q1')",0.0
14605,ORCL,2018 q1,4510,0.5261660844400742,Mr. J. Derrick Wood,0.1448775367467324,male,Cowen and Company,"('ORCL', '2018 q1')",0.0
14606,ADBE,2018 q1,4510,0.4751561112243163,Jay Vleeschhouwer,0.195939526463144,male,"Griffin Securities, Inc.","('ADBE', '2018 q1')",0.006604132708162069
14607,ADSK,2018 q1,4510,0.4447306191348024,Jay Vleeschhouwer,0.4840647387181358,male,"Griffin Securities, Inc.","('ADSK', '2018 q1')",0.23668531328439713
14608,MSFT,2018 q1,4510,0.5056949351467739,Jay Vleeschhouwer,0.1796546194445201,male,"Griffin Securities, Inc.","('MSFT', '2018 q1')",0.10324242090185483
14609,ADBE,2018 q1,4510,0.4751561112243163,Mr. Brian J. Schwartz,0.1483442015708113,male,"Oppenheimer & Co., Inc.","('ADBE', '2018 q1')",0.0
14610,ADSK,2018 q1,4510,0.4447306191348024,Mr. Brian J. Schwartz,0.1462085198162811,male,"Oppenheimer & Co., Inc.","('ADSK', '2018 q1')",0.0
14611,CRM,2018 q1,4510,0.5119297588667212,Mr. Brian J. Schwartz,0.1774076834448632,male,"Oppenheimer & Co., Inc.","('CRM', '2018 q1')",0.0
14612,NOW,2018 q1,4510,0.3941786384156254,Mr. Brian J. Schwartz,0.0698658050193731,male,"Oppenheimer & Co., Inc.","('NOW', '2018 q1')",0.0
14613,ORCL,2018 q1,4510,0.5261660844400742,Mr. Brian J. Schwartz,0.2066452236619675,male,"Oppenheimer & Co., Inc.","('ORCL', '2018 q1')",0.0
14614,PAYC,2018 q1,4510,0.2304241273160151,Mr. Brian J. Schwartz,0.1447069403289354,male,"Oppenheimer & Co., Inc.","('PAYC', '2018 q1')",0.0
14615,ADBE,2018 q1,4510,0.4751561112243163,Nandan G. Amladi,0.267275461658697,male,Deutsche Bank,"('ADBE', '2018 q1')",0.0
14616,INTU,2018 q1,4510,0.5999189896670905,Nandan G. Amladi,0.4254824009107453,male,Deutsche Bank,"('INTU', '2018 q1')",0.0
14617,ADBE,2018 q1,4510,0.4751561112243163,"Richard Davis, CFA",0.3650578282493865,male,Canaccord Genuity,"('ADBE', '2018 q1')",0.010693790391087532
14618,ADSK,2018 q1,4510,0.4447306191348024,"Richard Davis, CFA",0.2263802661203,male,Canaccord Genuity,"('ADSK', '2018 q1')",0.01666666753590107
14619,CRM,2018 q1,4510,0.5119297588667212,"Richard Davis, CFA",0.319091579434911,male,Canaccord Genuity,"('CRM', '2018 q1')",0.01666666753590107
14620,MSFT,2018 q1,4510,0.5056949351467739,"Richard Davis, CFA",0.3440051024009667,male,Canaccord Genuity,"('MSFT', '2018 q1')",0.0
14621,NOW,2018 q1,4510,0.3941786384156254,"Richard Davis, CFA",0.1438359717716134,male,Canaccord Genuity,"('NOW', '2018 q1')",0.0
14622,ORCL,2018 q1,4510,0.5261660844400742,"Richard Davis, CFA",0.3061695986817914,male,Canaccord Genuity,"('ORCL', '2018 q1')",0.0
14623,ADBE,2018 q1,4510,0.4751561112243163,"Ari Wald, CFA",0.5081854166761595,male,"Oppenheimer & Co., Inc.","('ADBE', '2018 q1')",0.013114526867866516
14624,ADP,2018 q1,4510,0.8376333771066037,"Mr. Gary Bisbee, CFA",0.6738246589709502,male,RBC Capital Markets,"('ADP', '2018 q1')",0.02821245975792408
14625,IT,2018 q1,4510,0.2417489585958777,"Mr. Gary Bisbee, CFA",0.1099130309307964,male,RBC Capital Markets,"('IT', '2018 q1')",0.0
14626,PAYX,2018 q1,4510,0.6840727615396127,"Mr. Gary Bisbee, CFA",0.2885011552801624,male,RBC Capital Markets,"('PAYX', '2018 q1')",0.01666666753590107
14627,ADP,2018 q1,4510,0.8376333771066037,Colin Plunkett,0.9305019201785516,male,"Morningstar, Inc.","('ADP', '2018 q1')",0.0
14628,ADS,2018 q1,4510,0.6458025525853446,Colin Plunkett,0.6570253546060403,male,"Morningstar, Inc.","('ADS', '2018 q1')",0.0
14629,FIS,2018 q1,4510,0.6638516816974662,Colin Plunkett,0.7479647405368207,male,"Morningstar, Inc.","('FIS', '2018 q1')",0.0
14630,FISV,2018 q1,4510,0.7602469553434624,Colin Plunkett,0.8193977340955593,male,"Morningstar, Inc.","('FISV', '2018 q1')",0.0
14631,JKHY,2018 q1,4510,0.6385475178520139,Colin Plunkett,0.7605176492207334,male,"Morningstar, Inc.","('JKHY', '2018 q1')",0.0
14632,ADS,2018 q1,4510,0.6458025525853446,"Mr. Vincent A. Caintic, CFA",0.3852502953045806,male,Stephens Inc.,"('ADS', '2018 q1')",0.0
14633,ADS,2018 q1,4510,0.6458025525853446,David M. Scharf,0.3720733384628274,male,JMP Securities,"('ADS', '2018 q1')",0.0
14634,WU,2018 q1,4510,0.724093139455086,David M. Scharf,0.5827146442141549,male,JMP Securities,"('WU', '2018 q1')",0.0
14635,ADS,2018 q1,4510,0.6458025525853446,"Mr. Ben C. Chittenden, CFA",0.2605782388750148,male,"Oppenheimer & Co., Inc.","('ADS', '2018 q1')",0.0
14636,ADS,2018 q1,4510,0.6458025525853446,Mr. Georgios Mihalos,0.3043735225235516,male,Cowen and Company,"('ADS', '2018 q1')",0.0
14637,FISV,2018 q1,4510,0.7602469553434624,Mr. Georgios Mihalos,0.9824786806907596,male,Cowen and Company,"('FISV', '2018 q1')",0.0
14638,GPN,2018 q1,4510,0.4618924521118761,Mr. Georgios Mihalos,0.5773073087405027,male,Cowen and Company,"('GPN', '2018 q1')",0.0
14639,MA,2018 q1,4510,0.4652211838491313,Mr. Georgios Mihalos,0.4289628984669423,male,Cowen and Company,"('MA', '2018 q1')",0.0
14640,PYPL,2018 q1,4510,0.3734163329192709,Mr. Georgios Mihalos,0.2548309987801644,male,Cowen and Company,"('PYPL', '2018 q1')",0.0
14641,ADS,2018 q1,4510,0.6458025525853446,"Mr. John D. Kernan, CFA",0.6641126083883848,male,Cowen and Company,"('ADS', '2018 q1')",0.0
14642,ADSK,2018 q1,4510,0.4447306191348024,"Mr. Gregg S. Moskowitz, CFA",0.1368397268614347,male,Cowen and Company,"('ADSK', '2018 q1')",0.0
14643,CTXS,2018 q1,4510,0.6773485551222176,"Mr. Gregg S. Moskowitz, CFA",0.371047310825269,male,Cowen and Company,"('CTXS', '2018 q1')",0.0
14644,FTNT,2018 q1,4510,0.3639390299819913,"Mr. Gregg S. Moskowitz, CFA",0.1082509187631229,male,Cowen and Company,"('FTNT', '2018 q1')",0.0
14645,MSFT,2018 q1,4510,0.5056949351467739,"Mr. Gregg S. Moskowitz, CFA",0.1938193686132119,male,Cowen and Company,"('MSFT', '2018 q1')",0.007219943217933178
14646,NLOK,2018 q1,4510,0.5766270776636823,"Mr. Gregg S. Moskowitz, CFA",0.3682530413808997,male,Cowen and Company,"('NLOK', '2018 q1')",0.0
14647,VRSN,2018 q1,4510,0.9504578879570744,"Mr. Gregg S. Moskowitz, CFA",0.9474509087937064,male,Cowen and Company,"('VRSN', '2018 q1')",0.0
14648,ADSK,2018 q1,4510,0.4447306191348024,Mr. Michael B. Nemeroff,0.4450566412681444,male,Credit Suisse,"('ADSK', '2018 q1')",0.0
14649,ADSK,2018 q1,4510,0.4447306191348024,Mr. Stephen D. Bersey,0.1048773273634212,male,MUFG Securities Americas Inc.,"('ADSK', '2018 q1')",0.03023407608270645
14650,ORCL,2018 q1,4510,0.5261660844400742,Mr. Stephen D. Bersey,0.1401900641224507,male,MUFG Securities Americas Inc.,"('ORCL', '2018 q1')",0.03195706754922867
14651,ADSK,2018 q1,4510,0.4447306191348024,Mr. Alex Tout,0.19482278575004,male,Deutsche Bank,"('ADSK', '2018 q1')",0.0
14652,ADSK,2018 q1,4510,0.4447306191348024,Mr. Steve R. Koenig,0.1225929527550238,male,Wedbush Securities Inc.,"('ADSK', '2018 q1')",0.0
14653,CRM,2018 q1,4510,0.5119297588667212,Mr. Steve R. Koenig,0.142384873197734,male,Wedbush Securities Inc.,"('CRM', '2018 q1')",0.0
14654,ADSK,2018 q1,4510,0.4447306191348024,Mr. Matthew G. Hedberg,0.1665284003373154,male,RBC Capital Markets,"('ADSK', '2018 q1')",0.0
14655,CTXS,2018 q1,4510,0.6773485551222176,Mr. Matthew G. Hedberg,0.2307034423400767,male,RBC Capital Markets,"('CTXS', '2018 q1')",0.0
14656,NLOK,2018 q1,4510,0.5766270776636823,Mr. Matthew G. Hedberg,0.2106313879965213,male,RBC Capital Markets,"('NLOK', '2018 q1')",0.04898877069354057
14657,NOW,2018 q1,4510,0.3941786384156254,Mr. Matthew G. Hedberg,0.1397426528079169,male,RBC Capital Markets,"('NOW', '2018 q1')",0.0
14658,AKAM,2018 q1,4510,0.5183283919090149,"Timothy K. Horan, CFA",0.1667121171529857,male,"Oppenheimer & Co., Inc.","('AKAM', '2018 q1')",0.013204651419073343
14659,AKAM,2018 q1,4510,0.5183283919090149,"Jim D. Breen, Jr",0.2529929774325287,male,William Blair & Company,"('AKAM', '2018 q1')",0.0
14660,AKAM,2018 q1,4510,0.5183283919090149,Greg P Miller,0.0963688748249034,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2018 q1')",0.01740732043981552
14661,AKAM,2018 q1,4510,0.5183283919090149,Mr. Alex Zhao,0.6081296749615948,male,"Morningstar, Inc.","('AKAM', '2018 q1')",0.0
14662,AKAM,2018 q1,4510,0.5183283919090149,Mr. Gregory R. McDowell,0.3473771904581841,male,JMP Securities,"('AKAM', '2018 q1')",0.0
14663,NOW,2018 q1,4510,0.3941786384156254,Mr. Gregory R. McDowell,0.3310882264053834,male,JMP Securities,"('NOW', '2018 q1')",0.012195377610623837
14664,AKAM,2018 q1,4510,0.5183283919090149,"Shebly Seyrafi, CFA",0.6183806705971453,male,FBN Securities,"('AKAM', '2018 q1')",0.03333333507180214
14665,CRM,2018 q1,4510,0.5119297588667212,"Shebly Seyrafi, CFA",0.6421232309094784,male,FBN Securities,"('CRM', '2018 q1')",0.03333333507180214
14666,FTNT,2018 q1,4510,0.3639390299819913,"Shebly Seyrafi, CFA",0.2424786588653152,male,FBN Securities,"('FTNT', '2018 q1')",0.01666666753590107
14667,NLOK,2018 q1,4510,0.5766270776636823,"Shebly Seyrafi, CFA",0.2754585869429128,male,FBN Securities,"('NLOK', '2018 q1')",0.016585031524300575
14668,NOW,2018 q1,4510,0.3941786384156254,"Shebly Seyrafi, CFA",0.0921131094575072,male,FBN Securities,"('NOW', '2018 q1')",0.01666666753590107
14669,PYPL,2018 q1,4510,0.3734163329192709,"Shebly Seyrafi, CFA",0.1645953516593033,male,FBN Securities,"('PYPL', '2018 q1')",0.0
14670,AKAM,2018 q1,4510,0.5183283919090149,Mr. Brad A. Zelnick,0.539296826587136,male,Credit Suisse,"('AKAM', '2018 q1')",0.0
14671,FTNT,2018 q1,4510,0.3639390299819913,Mr. Brad A. Zelnick,0.3333764780953921,male,Credit Suisse,"('FTNT', '2018 q1')",0.0
14672,NOW,2018 q1,4510,0.3941786384156254,Mr. Brad A. Zelnick,0.2676042639841156,male,Credit Suisse,"('NOW', '2018 q1')",0.0
14673,AKAM,2018 q1,4510,0.5183283919090149,Mr. Vijay Bhagavath,0.5094693065219317,male,Deutsche Bank,"('AKAM', '2018 q1')",0.0
14674,AKAM,2018 q1,4510,0.5183283919090149,"Mr. Jeff L. Van Rhee, CFA",0.2116349045739845,male,Craig Hallum,"('AKAM', '2018 q1')",0.006342765409499407
14675,AKAM,2018 q1,4510,0.5183283919090149,Mr. Michael Hart,0.2813199463671545,male,Guggenheim Securities LLC,"('AKAM', '2018 q1')",0.0
14676,AKAM,2018 q1,4510,0.5183283919090149,Mr. Dylan Haber,0.1565657730940734,male,RBC Capital Markets,"('AKAM', '2018 q1')",0.0
14677,AKAM,2018 q1,4510,0.5183283919090149,Colby A. Synesael,0.4378372298359685,male,Cowen and Company,"('AKAM', '2018 q1')",0.0
14678,AKAM,2018 q1,4510,0.5183283919090149,Michael J. Olson,0.1592483135775796,male,Piper Sandler Companies,"('AKAM', '2018 q1')",0.0
14679,AKAM,2018 q1,4510,0.5183283919090149,Mr. Robert Sanderson,0.1633268921902414,male,MKM Partners,"('AKAM', '2018 q1')",0.0
14680,CRM,2018 q1,4510,0.5119297588667212,Terry Tillman,0.1613653717839583,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2018 q1')",0.0
14681,CRM,2018 q1,4510,0.5119297588667212,Credit Suisse Global Product Marketing,0.6074244183777397,Not a person,Credit Suisse,"('CRM', '2018 q1')",0.0
14682,CRM,2018 q1,4510,0.5119297588667212,Mr. Joel P. Fishbein,0.1061340516616678,male,BTIG,"('CRM', '2018 q1')",0.0
14683,NOW,2018 q1,4510,0.3941786384156254,Mr. Joel P. Fishbein,0.109415107922216,male,BTIG,"('NOW', '2018 q1')",0.0
14684,CRM,2018 q1,4510,0.5119297588667212,Mr. John DiFucci,0.1075438645822336,male,Jefferies,"('CRM', '2018 q1')",0.011111111690600714
14685,MSFT,2018 q1,4510,0.5056949351467739,Mr. John DiFucci,0.1959790733638883,male,Jefferies,"('MSFT', '2018 q1')",0.0
14686,NLOK,2018 q1,4510,0.5766270776636823,Mr. John DiFucci,0.1385915181841317,male,Jefferies,"('NLOK', '2018 q1')",0.0
14687,PAYC,2018 q1,4510,0.2304241273160151,Mr. John DiFucci,0.1272191411612581,male,Jefferies,"('PAYC', '2018 q1')",0.0
14688,CRM,2018 q1,4510,0.5119297588667212,Mr. Bhavan S. Suri,0.2028151083217067,male,William Blair & Company,"('CRM', '2018 q1')",0.0
14689,NOW,2018 q1,4510,0.3941786384156254,Mr. Bhavan S. Suri,0.2231564377872756,male,William Blair & Company,"('NOW', '2018 q1')",0.0
14690,CRM,2018 q1,4510,0.5119297588667212,"Raimo Lenschow, CFA",0.21788691208198,male,Barclays,"('CRM', '2018 q1')",0.0
14691,CTXS,2018 q1,4510,0.6773485551222176,"Raimo Lenschow, CFA",0.2370498391711048,male,Barclays,"('CTXS', '2018 q1')",0.0
14692,INTU,2018 q1,4510,0.5999189896670905,"Raimo Lenschow, CFA",0.2203519176020278,male,Barclays,"('INTU', '2018 q1')",0.0
14693,MSFT,2018 q1,4510,0.5056949351467739,"Raimo Lenschow, CFA",0.1560579458284946,male,Barclays,"('MSFT', '2018 q1')",0.0
14694,NOW,2018 q1,4510,0.3941786384156254,"Raimo Lenschow, CFA",0.1600574233893311,male,Barclays,"('NOW', '2018 q1')",0.012937098741531372
14695,ORCL,2018 q1,4510,0.5261660844400742,"Raimo Lenschow, CFA",0.1534538914407557,male,Barclays,"('ORCL', '2018 q1')",0.007515133824199438
14696,PAYC,2018 q1,4510,0.2304241273160151,"Raimo Lenschow, CFA",0.1224622706388223,male,Barclays,"('PAYC', '2018 q1')",0.0
14697,CRM,2018 q1,4510,0.5119297588667212,Mr. Ravindra kulkarni,0.4772646631496051,male,Crispidea,"('CRM', '2018 q1')",0.0
14698,CRM,2018 q1,4510,0.5119297588667212,Credit Suisse Europe Product Marketing,0.3949226161169777,Not a person,Credit Suisse,"('CRM', '2018 q1')",0.028327496722340584
14699,CRM,2018 q1,4510,0.5119297588667212,Karl E. Keirstead,0.9271285987762792,male,Deutsche Bank,"('CRM', '2018 q1')",0.0
14700,CTXS,2018 q1,4510,0.6773485551222176,Karl E. Keirstead,0.9218044057736722,male,Deutsche Bank,"('CTXS', '2018 q1')",0.0
14701,MSFT,2018 q1,4510,0.5056949351467739,Karl E. Keirstead,0.6130686319698573,male,Deutsche Bank,"('MSFT', '2018 q1')",0.0
14702,NLOK,2018 q1,4510,0.5766270776636823,Karl E. Keirstead,0.942215588097816,male,Deutsche Bank,"('NLOK', '2018 q1')",0.0
14703,NOW,2018 q1,4510,0.3941786384156254,Karl E. Keirstead,0.9326411132292692,male,Deutsche Bank,"('NOW', '2018 q1')",0.0
14704,ORCL,2018 q1,4510,0.5261660844400742,Karl E. Keirstead,0.8722234810958844,male,Deutsche Bank,"('ORCL', '2018 q1')",0.0
14705,CTSH,2018 q1,4510,0.649478819120722,"Glenn E. Greene, CFA",0.2410824675932626,male,"Oppenheimer & Co., Inc.","('CTSH', '2018 q1')",0.0
14706,FIS,2018 q1,4510,0.6638516816974662,"Glenn E. Greene, CFA",0.2712988711030042,male,"Oppenheimer & Co., Inc.","('FIS', '2018 q1')",0.0
14707,FISV,2018 q1,4510,0.7602469553434624,"Glenn E. Greene, CFA",0.3701730755359554,male,"Oppenheimer & Co., Inc.","('FISV', '2018 q1')",0.0
14708,FLT,2018 q1,4510,0.4751262708571562,"Glenn E. Greene, CFA",0.2611530595040623,male,"Oppenheimer & Co., Inc.","('FLT', '2018 q1')",0.0
14709,GPN,2018 q1,4510,0.4618924521118761,"Glenn E. Greene, CFA",0.2093055982051895,male,"Oppenheimer & Co., Inc.","('GPN', '2018 q1')",0.0
14710,JKHY,2018 q1,4510,0.6385475178520139,"Glenn E. Greene, CFA",0.5566971799110741,male,"Oppenheimer & Co., Inc.","('JKHY', '2018 q1')",0.0
14711,MA,2018 q1,4510,0.4652211838491313,"Glenn E. Greene, CFA",0.0789332563255091,male,"Oppenheimer & Co., Inc.","('MA', '2018 q1')",0.0
14712,PYPL,2018 q1,4510,0.3734163329192709,"Glenn E. Greene, CFA",0.1185605162192217,male,"Oppenheimer & Co., Inc.","('PYPL', '2018 q1')",0.011753899976611137
14713,V,2018 q1,4510,0.3842181080850897,"Glenn E. Greene, CFA",0.0839420914042523,male,"Oppenheimer & Co., Inc.","('V', '2018 q1')",0.0
14714,CTSH,2018 q1,4510,0.649478819120722,"Mr. Brian Essex, CFA",0.3348972049972257,male,Morgan Stanley,"('CTSH', '2018 q1')",0.0
14715,CTSH,2018 q1,4510,0.649478819120722,Ashwin Mehta,0.2430684293149552,male,Nomura,"('CTSH', '2018 q1')",0.0
14716,CTSH,2018 q1,4510,0.649478819120722,"Mr. Frank Atkins, CFA",0.1311675280097465,male,SunTrust Robinson Humphrey Capital Markets,"('CTSH', '2018 q1')",0.0
14717,DXC,2018 q1,4510,0.3927697422271111,"Mr. Frank Atkins, CFA",0.257351571621065,male,SunTrust Robinson Humphrey Capital Markets,"('DXC', '2018 q1')",0.01033704075962305
14718,CTSH,2018 q1,4510,0.649478819120722,"Mr. David M. Togut, CFA",0.2309606616294029,male,EVERCORE ISI,"('CTSH', '2018 q1')",0.0
14719,FISV,2018 q1,4510,0.7602469553434624,"Mr. David M. Togut, CFA",0.4628743433507776,male,EVERCORE ISI,"('FISV', '2018 q1')",0.0
14720,FLT,2018 q1,4510,0.4751262708571562,"Mr. David M. Togut, CFA",0.2558105003000168,male,EVERCORE ISI,"('FLT', '2018 q1')",0.0
14721,GPN,2018 q1,4510,0.4618924521118761,"Mr. David M. Togut, CFA",0.3563369335308683,male,EVERCORE ISI,"('GPN', '2018 q1')",0.0
14722,JKHY,2018 q1,4510,0.6385475178520139,"Mr. David M. Togut, CFA",0.4802169835491729,male,EVERCORE ISI,"('JKHY', '2018 q1')",0.03333333507180214
14723,MA,2018 q1,4510,0.4652211838491313,"Mr. David M. Togut, CFA",0.6941596237616211,male,EVERCORE ISI,"('MA', '2018 q1')",0.0
14724,PAYX,2018 q1,4510,0.6840727615396127,"Mr. David M. Togut, CFA",0.4717885336039789,male,EVERCORE ISI,"('PAYX', '2018 q1')",0.0
14725,V,2018 q1,4510,0.3842181080850897,"Mr. David M. Togut, CFA",0.2510294448722298,male,EVERCORE ISI,"('V', '2018 q1')",0.0
14726,CTSH,2018 q1,4510,0.649478819120722,Mr. Bryan Bergin,0.3729061911303225,male,Cowen and Company,"('CTSH', '2018 q1')",0.0
14727,CTXS,2018 q1,4510,0.6773485551222176,"Nikolay Beliov, CFA",0.4141761047245854,male,BofA Global Research,"('CTXS', '2018 q1')",0.014168422669172287
14728,CTXS,2018 q1,4510,0.6773485551222176,"Mr. Jason N. Ader, CFA",0.6784839670728893,male,William Blair & Company,"('CTXS', '2018 q1')",0.03333333507180214
14729,ORCL,2018 q1,4510,0.5261660844400742,"Mr. Jason N. Ader, CFA",0.2039481267482518,male,William Blair & Company,"('ORCL', '2018 q1')",0.0
14730,CTXS,2018 q1,4510,0.6773485551222176,Mr. Josep Bori,0.3219006538859461,male,Berenberg,"('CTXS', '2018 q1')",0.019713351503014565
14731,CTXS,2018 q1,4510,0.6773485551222176,Mr. Ittai Kidron,0.2268762790914203,male,"Oppenheimer & Co., Inc.","('CTXS', '2018 q1')",0.0
14732,IBM,2018 q1,4510,0.5089017325431187,Mr. Ittai Kidron,0.2354513084764601,male,"Oppenheimer & Co., Inc.","('IBM', '2018 q1')",0.0
14733,CTXS,2018 q1,4510,0.6773485551222176,SADIF Research,0.9828329031897852,Not a person,Sadif Analytics Prime,"('CTXS', '2018 q1')",0.9621926546096802
14734,FIS,2018 q1,4510,0.6638516816974662,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FIS', '2018 q1')",0.9669073820114136
14735,FISV,2018 q1,4510,0.7602469553434624,SADIF Research,0.9825061675677332,Not a person,Sadif Analytics Prime,"('FISV', '2018 q1')",0.9540004134178162
14736,FLT,2018 q1,4510,0.4751262708571562,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FLT', '2018 q1')",0.9746752977371216
14737,MSFT,2018 q1,4510,0.5056949351467739,SADIF Research,0.967128304214311,Not a person,Sadif Analytics Prime,"('MSFT', '2018 q1')",0.9480456709861755
14738,NLOK,2018 q1,4510,0.5766270776636823,SADIF Research,0.963135921404342,Not a person,Sadif Analytics Prime,"('NLOK', '2018 q1')",0.9396162629127502
14739,PAYX,2018 q1,4510,0.6840727615396127,SADIF Research,0.9888886469429192,Not a person,Sadif Analytics Prime,"('PAYX', '2018 q1')",0.9551240801811218
14740,WU,2018 q1,4510,0.724093139455086,SADIF Research,0.9899928000027785,Not a person,Sadif Analytics Prime,"('WU', '2018 q1')",0.954477846622467
14741,DXC,2018 q1,4510,0.3927697422271111,Mr. Rayna Kumar,0.2099805920454199,male,EVERCORE ISI,"('DXC', '2018 q1')",0.0
14742,FIS,2018 q1,4510,0.6638516816974662,Mr. Timothy W. Willi,0.2270790954494864,male,"Wells Fargo Securities, LLC","('FIS', '2018 q1')",0.0
14743,FLT,2018 q1,4510,0.4751262708571562,Mr. Timothy W. Willi,0.1336684349807076,male,"Wells Fargo Securities, LLC","('FLT', '2018 q1')",0.0
14744,GPN,2018 q1,4510,0.4618924521118761,Mr. Timothy W. Willi,0.0969850816443275,male,"Wells Fargo Securities, LLC","('GPN', '2018 q1')",0.009640956297516823
14745,PYPL,2018 q1,4510,0.3734163329192709,Mr. Timothy W. Willi,0.1424257796174804,male,"Wells Fargo Securities, LLC","('PYPL', '2018 q1')",0.00874614343047142
14746,FIS,2018 q1,4510,0.6638516816974662,Mr. Jeff Cantwell,0.3057788899801441,male,Guggenheim Securities LLC,"('FIS', '2018 q1')",0.0
14747,FISV,2018 q1,4510,0.7602469553434624,Mr. Jeff Cantwell,0.3390233284906481,male,Guggenheim Securities LLC,"('FISV', '2018 q1')",0.0228556040674448
14748,GPN,2018 q1,4510,0.4618924521118761,Mr. Jeff Cantwell,0.3136542501090216,male,Guggenheim Securities LLC,"('GPN', '2018 q1')",0.0
14749,WU,2018 q1,4510,0.724093139455086,Mr. Jeff Cantwell,0.2973770546655242,male,Guggenheim Securities LLC,"('WU', '2018 q1')",0.0
14750,FIS,2018 q1,4510,0.6638516816974662,"Andrew W. Jeffrey, CFA",0.3765358231294679,male,SunTrust Robinson Humphrey Capital Markets,"('FIS', '2018 q1')",0.0
14751,FISV,2018 q1,4510,0.7602469553434624,"Andrew W. Jeffrey, CFA",0.3542238410122917,male,SunTrust Robinson Humphrey Capital Markets,"('FISV', '2018 q1')",0.0
14752,GPN,2018 q1,4510,0.4618924521118761,"Andrew W. Jeffrey, CFA",0.1738047840174263,male,SunTrust Robinson Humphrey Capital Markets,"('GPN', '2018 q1')",0.005520734935998917
14753,MA,2018 q1,4510,0.4652211838491313,"Andrew W. Jeffrey, CFA",0.3704595398243864,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2018 q1')",0.0
14754,FIS,2018 q1,4510,0.6638516816974662,Mr. Paul Condra,0.4642182233766727,male,Credit Suisse,"('FIS', '2018 q1')",0.0
14755,FLT,2018 q1,4510,0.4751262708571562,Mr. Paul Condra,0.3212279319043135,male,Credit Suisse,"('FLT', '2018 q1')",0.0
14756,GPN,2018 q1,4510,0.4618924521118761,Mr. Paul Condra,0.268751085616547,male,Credit Suisse,"('GPN', '2018 q1')",0.012681166641414165
14757,FLT,2018 q1,4510,0.4751262708571562,Mr. Robert P. Napoli,0.1638690050720789,male,William Blair & Company,"('FLT', '2018 q1')",0.0
14758,MA,2018 q1,4510,0.4652211838491313,Mr. Robert P. Napoli,0.072724105209908,male,William Blair & Company,"('MA', '2018 q1')",0.0
14759,PYPL,2018 q1,4510,0.3734163329192709,Mr. Robert P. Napoli,0.0735526711606639,male,William Blair & Company,"('PYPL', '2018 q1')",0.0
14760,V,2018 q1,4510,0.3842181080850897,Mr. Robert P. Napoli,0.0924360527310541,male,William Blair & Company,"('V', '2018 q1')",0.0
14761,WU,2018 q1,4510,0.724093139455086,Mr. Robert P. Napoli,0.2630003836404397,male,William Blair & Company,"('WU', '2018 q1')",0.0
14762,FLT,2018 q1,4510,0.4751262708571562,Mr. Ramsey El-Assal,0.257974054871145,male,Jefferies,"('FLT', '2018 q1')",0.0
14763,MA,2018 q1,4510,0.4652211838491313,Mr. Ramsey El-Assal,0.078599730563364,male,Jefferies,"('MA', '2018 q1')",0.0
14764,PYPL,2018 q1,4510,0.3734163329192709,Mr. Ramsey El-Assal,0.1068942021820586,male,Jefferies,"('PYPL', '2018 q1')",0.0
14765,FLT,2018 q1,4510,0.4751262708571562,Vasundhara Govil,0.2868689749761619,female,Morgan Stanley,"('FLT', '2018 q1')",0.0
14766,GPN,2018 q1,4510,0.4618924521118761,Vasundhara Govil,0.211066971109626,female,Morgan Stanley,"('GPN', '2018 q1')",0.0
14767,FLT,2018 q1,4510,0.4751262708571562,Mr. Danyal Hussain,0.3346158857641436,male,Morgan Stanley,"('FLT', '2018 q1')",0.0
14768,FLT,2018 q1,4510,0.4751262708571562,Mr. Oscar Turner,0.1103493996327601,male,SunTrust Robinson Humphrey Capital Markets,"('FLT', '2018 q1')",0.0
14769,FTNT,2018 q1,4510,0.3639390299819913,"Mr. Jonathan B. Ruykhaver, CFA",0.1306386571527318,male,Stephens Inc.,"('FTNT', '2018 q1')",0.0
14770,NLOK,2018 q1,4510,0.5766270776636823,"Mr. Jonathan B. Ruykhaver, CFA",0.1844921347544767,male,Stephens Inc.,"('NLOK', '2018 q1')",0.010971658863127232
14771,NOW,2018 q1,4510,0.3941786384156254,"Mr. Jonathan B. Ruykhaver, CFA",0.1195897083221703,male,Stephens Inc.,"('NOW', '2018 q1')",0.0
14772,FTNT,2018 q1,4510,0.3639390299819913,Ms. Catharine A. Trebnick,0.1044991530621047,female,Colliers Securities,"('FTNT', '2018 q1')",0.03311297297477722
14773,FTNT,2018 q1,4510,0.3639390299819913,Shaul Eyal,0.0595405675295413,male,"Oppenheimer & Co., Inc.","('FTNT', '2018 q1')",0.02434386219829321
14774,NLOK,2018 q1,4510,0.5766270776636823,Shaul Eyal,0.1822710192334983,male,"Oppenheimer & Co., Inc.","('NLOK', '2018 q1')",0.0
14775,FTNT,2018 q1,4510,0.3639390299819913,Mr. Tal Liani,0.2671195872089426,male,BofA Global Research,"('FTNT', '2018 q1')",0.0
14776,FTNT,2018 q1,4510,0.3639390299819913,Mr. Robert Breza,0.0470219024029352,male,Northland Securities,"('FTNT', '2018 q1')",0.0
14777,PAYC,2018 q1,4510,0.2304241273160151,Mr. Robert Breza,0.1889300180265723,male,Northland Securities,"('PAYC', '2018 q1')",0.0
14778,FTNT,2018 q1,4510,0.3639390299819913,"Mr. Gray W. Powell, CFA",0.8421136135334267,male,Deutsche Bank,"('FTNT', '2018 q1')",0.0
14779,FTNT,2018 q1,4510,0.3639390299819913,Mr. Ilya Kundozerov,0.588687831515395,male,"Morningstar, Inc.","('FTNT', '2018 q1')",0.0
14780,NLOK,2018 q1,4510,0.5766270776636823,Mr. Ilya Kundozerov,0.5888450524296436,male,"Morningstar, Inc.","('NLOK', '2018 q1')",0.0
14781,FTNT,2018 q1,4510,0.3639390299819913,Mr. Andrew J. Nowinski,0.0801398573890073,male,Piper Sandler Companies,"('FTNT', '2018 q1')",0.0
14782,NLOK,2018 q1,4510,0.5766270776636823,Mr. Andrew J. Nowinski,0.1495770998511775,male,Piper Sandler Companies,"('NLOK', '2018 q1')",0.012413391843438148
14783,FTNT,2018 q1,4510,0.3639390299819913,Anne M. Meisner,0.4145933878896542,female,Susquehanna Financial Group LLLP,"('FTNT', '2018 q1')",0.004304402507841587
14784,NLOK,2018 q1,4510,0.5766270776636823,Anne M. Meisner,0.3903988480884355,female,Susquehanna Financial Group LLLP,"('NLOK', '2018 q1')",0.0
14785,FTNT,2018 q1,4510,0.3639390299819913,Ms. Melissa A. Franchi,0.1357402573725355,female,Morgan Stanley,"('FTNT', '2018 q1')",0.0
14786,FTNT,2018 q1,4510,0.3639390299819913,Dan Bergstrom,0.1476275152424835,male,RBC Capital Markets,"('FTNT', '2018 q1')",0.010729581117630005
14787,FTNT,2018 q1,4510,0.3639390299819913,Erik L. Suppiger,0.0671174067877697,male,JMP Securities,"('FTNT', '2018 q1')",0.0
14788,GPN,2018 q1,4510,0.4618924521118761,"Mr. Jason S. Deleeuw, CFA",0.1574153261283561,male,Piper Sandler Companies,"('GPN', '2018 q1')",0.0
14789,MA,2018 q1,4510,0.4652211838491313,"Mr. Jason S. Deleeuw, CFA",0.0685568569553918,male,Piper Sandler Companies,"('MA', '2018 q1')",0.0
14790,PYPL,2018 q1,4510,0.3734163329192709,"Mr. Jason S. Deleeuw, CFA",0.0786054382520151,male,Piper Sandler Companies,"('PYPL', '2018 q1')",0.0
14791,V,2018 q1,4510,0.3842181080850897,"Mr. Jason S. Deleeuw, CFA",0.0713263621452724,male,Piper Sandler Companies,"('V', '2018 q1')",0.0
14792,IBM,2018 q1,4510,0.5089017325431187,Wamsi Mohan,0.3328279179993884,male,BofA Global Research,"('IBM', '2018 q1')",0.0
14793,IBM,2018 q1,4510,0.5089017325431187,"Mr. Amit J. Daryanani, CFA",0.1619513542808722,male,RBC Capital Markets,"('IBM', '2018 q1')",0.0017105948978236743
14794,IBM,2018 q1,4510,0.5089017325431187,Mr. Mark A. Moskowitz,0.2804416697090737,male,Barclays,"('IBM', '2018 q1')",0.034708244260400534
14795,IBM,2018 q1,4510,0.5089017325431187,Sherri Scribner,0.2773817330492756,female,Deutsche Bank,"('IBM', '2018 q1')",0.0
14796,IT,2018 q1,4510,0.2417489585958777,"Mr Anjaneya K. Singh, CFA",0.2359239063325526,male,Credit Suisse,"('IT', '2018 q1')",0.006729636341333389
14797,IT,2018 q1,4510,0.2417489585958777,Ms. Toni M. Kaplan,0.3141917070136694,female,Morgan Stanley,"('IT', '2018 q1')",0.0
14798,IT,2018 q1,4510,0.2417489585958777,"Peter P. Appert, CFA",0.1764621729432569,male,Piper Sandler Companies,"('IT', '2018 q1')",0.005977048849066098
14799,MA,2018 q1,4510,0.4652211838491313,Mr. Moshe Orenbuch,0.1730184748824232,male,Credit Suisse,"('MA', '2018 q1')",0.0
14800,MA,2018 q1,4510,0.4652211838491313,Mita Mehta,0.7497910894954971,female,Crispidea,"('MA', '2018 q1')",0.09000786393880844
14801,MA,2018 q1,4510,0.4652211838491313,Mr. James E. Faucette,0.1643442059584527,male,Morgan Stanley,"('MA', '2018 q1')",0.0
14802,PAYX,2018 q1,4510,0.6840727615396127,Mr. James E. Faucette,0.4141250275966369,male,Morgan Stanley,"('PAYX', '2018 q1')",0.0
14803,PYPL,2018 q1,4510,0.3734163329192709,Mr. James E. Faucette,0.1796431287779949,male,Morgan Stanley,"('PYPL', '2018 q1')",0.0
14804,MA,2018 q1,4510,0.4652211838491313,"Mr. Christopher R. Donat, CFA",0.0859478673777996,male,Sandler O'Neill & Partners,"('MA', '2018 q1')",0.019660014659166336
14805,V,2018 q1,4510,0.3842181080850897,"Mr. Christopher R. Donat, CFA",0.1652210601586538,male,Sandler O'Neill & Partners,"('V', '2018 q1')",0.0
14806,MSFT,2018 q1,4510,0.5056949351467739,Mr. Stephen Turner,0.118121570507781,male,Hilliard Lyons,"('MSFT', '2018 q1')",0.03788164630532265
14807,NLOK,2018 q1,4510,0.5766270776636823,William Fitzsimmons,0.5536340046299232,male,"Morningstar, Inc.","('NLOK', '2018 q1')",0.0
14808,NOW,2018 q1,4510,0.3941786384156254,Timothy E. Klasell,0.0794188416420566,male,Northland Securities,"('NOW', '2018 q1')",0.02410927414894104
14809,PAYC,2018 q1,4510,0.2304241273160151,Mr. David E. Hynes Jr.,0.1894491152210893,male,Canaccord Genuity,"('PAYC', '2018 q1')",0.0
14810,PAYC,2018 q1,4510,0.2304241273160151,Shankar Subramanian,0.2901295809877043,male,BofA Global Research,"('PAYC', '2018 q1')",0.0
14811,PAYX,2018 q1,4510,0.6840727615396127,Kartik Mehta,0.343445454495342,male,Northcoast Research,"('PAYX', '2018 q1')",0.0
14812,PYPL,2018 q1,4510,0.3734163329192709,"Mr. Michael M. Tarkan, CFA",0.2019189526015145,male,Compass Point Research & Trading LLC,"('PYPL', '2018 q1')",0.0
14813,PYPL,2018 q1,4510,0.3734163329192709,Mr. Jim Sinegal,0.4624406840216147,male,"Morningstar, Inc.","('PYPL', '2018 q1')",0.0
14814,PYPL,2018 q1,4510,0.3734163329192709,Mr. Mark Palmer,0.2109855039353158,male,BTIG,"('PYPL', '2018 q1')",0.07369246333837509
14815,PYPL,2018 q1,4510,0.3734163329192709,"Mr. Michael Graham, CFA",0.224129807201129,male,Canaccord Genuity,"('PYPL', '2018 q1')",0.010950095020234585
14816,ACN,2018 q2,4510,0.5924338015491053,Georgios Kertsos,0.6004246528522621,male,Berenberg,"('ACN', '2018 q2')",0.0
14817,DXC,2018 q2,4510,0.6028379588023902,Georgios Kertsos,0.3998025235535757,male,Berenberg,"('DXC', '2018 q2')",0.0
14818,ACN,2018 q2,4510,0.5924338015491053,Mr. Jason Kupferberg,0.1957376801465404,male,BofA Global Research,"('ACN', '2018 q2')",0.0
14819,ADP,2018 q2,4510,0.6143867794012898,Mr. Jason Kupferberg,0.5167551688968218,male,BofA Global Research,"('ADP', '2018 q2')",0.023793707601726055
14820,CTSH,2018 q2,4510,0.6563821658556581,Mr. Jason Kupferberg,0.4726316954684,male,BofA Global Research,"('CTSH', '2018 q2')",0.0
14821,PYPL,2018 q2,4510,0.4458062780241055,Mr. Jason Kupferberg,0.2144326773927602,male,BofA Global Research,"('PYPL', '2018 q2')",0.009265109896659851
14822,ACN,2018 q2,4510,0.5924338015491053,Mr. Andrew Lange,0.7563375057843456,male,"Morningstar, Inc.","('ACN', '2018 q2')",0.0
14823,ADSK,2018 q2,4510,0.528784651155394,Mr. Andrew Lange,0.6693935329478081,male,"Morningstar, Inc.","('ADSK', '2018 q2')",0.0
14824,DXC,2018 q2,4510,0.6028379588023902,Mr. Andrew Lange,0.7480734670758952,male,"Morningstar, Inc.","('DXC', '2018 q2')",0.011778248008340597
14825,INTU,2018 q2,4510,0.5772064002624852,Mr. Andrew Lange,0.7767443025477223,male,"Morningstar, Inc.","('INTU', '2018 q2')",0.0
14826,MSFT,2018 q2,4510,0.5881279414401057,Mr. Andrew Lange,0.3966535570252876,male,"Morningstar, Inc.","('MSFT', '2018 q2')",0.0
14827,ACN,2018 q2,4510,0.5924338015491053,Avishai Kantor,0.2153865859280886,male,Cowen and Company,"('ACN', '2018 q2')",0.0
14828,ACN,2018 q2,4510,0.5924338015491053,Mr. James E. Friedman,0.9062380011931448,male,Susquehanna Financial Group LLLP,"('ACN', '2018 q2')",0.0
14829,ADS,2018 q2,4510,0.7277462080237149,Mr. James E. Friedman,0.8237635639468962,male,Susquehanna Financial Group LLLP,"('ADS', '2018 q2')",0.0
14830,CTSH,2018 q2,4510,0.6563821658556581,Mr. James E. Friedman,0.8865062871883795,male,Susquehanna Financial Group LLLP,"('CTSH', '2018 q2')",0.0
14831,DXC,2018 q2,4510,0.6028379588023902,Mr. James E. Friedman,0.486861986440135,male,Susquehanna Financial Group LLLP,"('DXC', '2018 q2')",0.0
14832,GPN,2018 q2,4510,0.4450198335806412,Mr. James E. Friedman,0.8407706162650415,male,Susquehanna Financial Group LLLP,"('GPN', '2018 q2')",0.0
14833,MA,2018 q2,4510,0.3933795255090163,Mr. James E. Friedman,0.9068583194416164,male,Susquehanna Financial Group LLLP,"('MA', '2018 q2')",0.0
14834,PYPL,2018 q2,4510,0.4458062780241055,Mr. James E. Friedman,0.8821138085225789,male,Susquehanna Financial Group LLLP,"('PYPL', '2018 q2')",0.0
14835,V,2018 q2,4510,0.5105115736034909,Mr. James E. Friedman,0.7779229733370392,male,Susquehanna Financial Group LLLP,"('V', '2018 q2')",0.0
14836,WU,2018 q2,4510,0.7687754643950162,Mr. James E. Friedman,0.956549520313392,male,Susquehanna Financial Group LLLP,"('WU', '2018 q2')",0.0
14837,ACN,2018 q2,4510,0.5924338015491053,"Daniel R. Perlin, CFA",0.1583983107196215,male,RBC Capital Markets,"('ACN', '2018 q2')",0.01666666753590107
14838,ADS,2018 q2,4510,0.7277462080237149,"Daniel R. Perlin, CFA",0.3511089687521369,male,RBC Capital Markets,"('ADS', '2018 q2')",0.0
14839,CTSH,2018 q2,4510,0.6563821658556581,"Daniel R. Perlin, CFA",0.1391842556070778,male,RBC Capital Markets,"('CTSH', '2018 q2')",0.0182341281324625
14840,DXC,2018 q2,4510,0.6028379588023902,"Daniel R. Perlin, CFA",0.1992509209357867,male,RBC Capital Markets,"('DXC', '2018 q2')",0.0
14841,FIS,2018 q2,4510,0.5588565697350143,"Daniel R. Perlin, CFA",0.1332638223746104,male,RBC Capital Markets,"('FIS', '2018 q2')",0.011213063262403011
14842,GPN,2018 q2,4510,0.4450198335806412,"Daniel R. Perlin, CFA",0.1101677205845526,male,RBC Capital Markets,"('GPN', '2018 q2')",0.0
14843,JKHY,2018 q2,4510,0.8199120762994407,"Daniel R. Perlin, CFA",0.5191253838007642,male,RBC Capital Markets,"('JKHY', '2018 q2')",0.03333333507180214
14844,MA,2018 q2,4510,0.3933795255090163,"Daniel R. Perlin, CFA",0.0527723751512108,male,RBC Capital Markets,"('MA', '2018 q2')",0.0
14845,PYPL,2018 q2,4510,0.4458062780241055,"Daniel R. Perlin, CFA",0.1112391398426564,male,RBC Capital Markets,"('PYPL', '2018 q2')",0.0
14846,V,2018 q2,4510,0.5105115736034909,"Daniel R. Perlin, CFA",0.2069752592298814,male,RBC Capital Markets,"('V', '2018 q2')",0.0
14847,ACN,2018 q2,4510,0.5924338015491053,"Mr Charles Brennan, CFA",0.3728999099144562,male,Credit Suisse,"('ACN', '2018 q2')",0.0
14848,ACN,2018 q2,4510,0.5924338015491053,Mr. Bryan Keane,0.2508558348045182,male,Deutsche Bank,"('ACN', '2018 q2')",0.0
14849,ADP,2018 q2,4510,0.6143867794012898,Mr. Bryan Keane,0.4133556039395334,male,Deutsche Bank,"('ADP', '2018 q2')",0.0
14850,CTSH,2018 q2,4510,0.6563821658556581,Mr. Bryan Keane,0.2242283840185589,male,Deutsche Bank,"('CTSH', '2018 q2')",0.0
14851,DXC,2018 q2,4510,0.6028379588023902,Mr. Bryan Keane,0.8505094049940476,male,Deutsche Bank,"('DXC', '2018 q2')",0.0
14852,FIS,2018 q2,4510,0.5588565697350143,Mr. Bryan Keane,0.822128669415927,male,Deutsche Bank,"('FIS', '2018 q2')",0.0
14853,FISV,2018 q2,4510,0.8799908035935742,Mr. Bryan Keane,0.8937393018279479,male,Deutsche Bank,"('FISV', '2018 q2')",0.0
14854,GPN,2018 q2,4510,0.4450198335806412,Mr. Bryan Keane,0.2784954672283471,male,Deutsche Bank,"('GPN', '2018 q2')",0.0
14855,MA,2018 q2,4510,0.3933795255090163,Mr. Bryan Keane,0.2059592387220625,male,Deutsche Bank,"('MA', '2018 q2')",0.016510311514139175
14856,PAYX,2018 q2,4510,0.8166193649758484,Mr. Bryan Keane,0.8983877187733684,male,Deutsche Bank,"('PAYX', '2018 q2')",0.0
14857,PYPL,2018 q2,4510,0.4458062780241055,Mr. Bryan Keane,0.4332938698023428,male,Deutsche Bank,"('PYPL', '2018 q2')",0.0
14858,V,2018 q2,4510,0.5105115736034909,Mr. Bryan Keane,0.7005669950392549,male,Deutsche Bank,"('V', '2018 q2')",0.0
14859,ACN,2018 q2,4510,0.5924338015491053,David Holt,0.7347689900404676,male,CFRA Equity Research,"('ACN', '2018 q2')",0.0
14860,ADP,2018 q2,4510,0.6143867794012898,David Holt,0.7488639986789611,male,CFRA Equity Research,"('ADP', '2018 q2')",0.0
14861,ADS,2018 q2,4510,0.7277462080237149,David Holt,0.7386957362163937,male,CFRA Equity Research,"('ADS', '2018 q2')",0.0
14862,CTSH,2018 q2,4510,0.6563821658556581,David Holt,0.7671657788877746,male,CFRA Equity Research,"('CTSH', '2018 q2')",0.0
14863,DXC,2018 q2,4510,0.6028379588023902,David Holt,0.7208670084485965,male,CFRA Equity Research,"('DXC', '2018 q2')",0.0
14864,FIS,2018 q2,4510,0.5588565697350143,David Holt,0.7452583943450136,male,CFRA Equity Research,"('FIS', '2018 q2')",0.0
14865,FISV,2018 q2,4510,0.8799908035935742,David Holt,0.8168031753251359,male,CFRA Equity Research,"('FISV', '2018 q2')",0.0
14866,FLT,2018 q2,4510,0.5138452480441809,David Holt,0.5050242466954508,male,CFRA Equity Research,"('FLT', '2018 q2')",0.0
14867,GPN,2018 q2,4510,0.4450198335806412,David Holt,0.6287104383641641,male,CFRA Equity Research,"('GPN', '2018 q2')",0.0
14868,IBM,2018 q2,4510,0.5020666839253335,David Holt,0.7412022750471955,male,CFRA Equity Research,"('IBM', '2018 q2')",0.0
14869,JKHY,2018 q2,4510,0.8199120762994407,David Holt,0.8341887514804728,male,CFRA Equity Research,"('JKHY', '2018 q2')",0.008333333767950535
14870,PAYX,2018 q2,4510,0.8166193649758484,David Holt,0.7886929669944224,male,CFRA Equity Research,"('PAYX', '2018 q2')",0.0
14871,ACN,2018 q2,4510,0.5924338015491053,"Edward S. Caso, Jr",0.2313441954425608,male,"Wells Fargo Securities, LLC","('ACN', '2018 q2')",0.0
14872,CTSH,2018 q2,4510,0.6563821658556581,"Edward S. Caso, Jr",0.1282416396433321,male,"Wells Fargo Securities, LLC","('CTSH', '2018 q2')",0.0
14873,DXC,2018 q2,4510,0.6028379588023902,"Edward S. Caso, Jr",0.3197150813334448,male,"Wells Fargo Securities, LLC","('DXC', '2018 q2')",0.0
14874,ACN,2018 q2,4510,0.5924338015491053,"Mr. David M. Togut, CFA",0.235962964879106,male,EVERCORE ISI,"('ACN', '2018 q2')",0.0
14875,ADP,2018 q2,4510,0.6143867794012898,"Mr. David M. Togut, CFA",0.2844448425945698,male,EVERCORE ISI,"('ADP', '2018 q2')",0.0
14876,ADS,2018 q2,4510,0.7277462080237149,"Mr. David M. Togut, CFA",0.2873464885062168,male,EVERCORE ISI,"('ADS', '2018 q2')",0.0
14877,CTSH,2018 q2,4510,0.6563821658556581,"Mr. David M. Togut, CFA",0.1977904328306761,male,EVERCORE ISI,"('CTSH', '2018 q2')",0.0
14878,FIS,2018 q2,4510,0.5588565697350143,"Mr. David M. Togut, CFA",0.4079605098282239,male,EVERCORE ISI,"('FIS', '2018 q2')",0.0
14879,FLT,2018 q2,4510,0.5138452480441809,"Mr. David M. Togut, CFA",0.228286261734645,male,EVERCORE ISI,"('FLT', '2018 q2')",0.0
14880,GPN,2018 q2,4510,0.4450198335806412,"Mr. David M. Togut, CFA",0.0983200030947571,male,EVERCORE ISI,"('GPN', '2018 q2')",0.0
14881,JKHY,2018 q2,4510,0.8199120762994407,"Mr. David M. Togut, CFA",0.5191253838007642,male,EVERCORE ISI,"('JKHY', '2018 q2')",0.03333333507180214
14882,MA,2018 q2,4510,0.3933795255090163,"Mr. David M. Togut, CFA",0.2045353191455796,male,EVERCORE ISI,"('MA', '2018 q2')",0.0
14883,PAYX,2018 q2,4510,0.8166193649758484,"Mr. David M. Togut, CFA",0.5783741619874457,male,EVERCORE ISI,"('PAYX', '2018 q2')",0.0
14884,PYPL,2018 q2,4510,0.4458062780241055,"Mr. David M. Togut, CFA",0.2031724399062974,male,EVERCORE ISI,"('PYPL', '2018 q2')",0.0
14885,V,2018 q2,4510,0.5105115736034909,"Mr. David M. Togut, CFA",0.1682426800287895,male,EVERCORE ISI,"('V', '2018 q2')",0.0
14886,ACN,2018 q2,4510,0.5924338015491053,Moshe Katri,0.1936591175229268,male,Wedbush Securities Inc.,"('ACN', '2018 q2')",0.0
14887,ADP,2018 q2,4510,0.6143867794012898,Moshe Katri,0.5371150670733749,male,Wedbush Securities Inc.,"('ADP', '2018 q2')",0.0
14888,ADS,2018 q2,4510,0.7277462080237149,Moshe Katri,0.6639818513207426,male,Wedbush Securities Inc.,"('ADS', '2018 q2')",0.0
14889,FIS,2018 q2,4510,0.5588565697350143,Moshe Katri,0.4761192782445361,male,Wedbush Securities Inc.,"('FIS', '2018 q2')",0.0
14890,V,2018 q2,4510,0.5105115736034909,Moshe Katri,0.3989211794696651,male,Wedbush Securities Inc.,"('V', '2018 q2')",0.0
14891,ACN,2018 q2,4510,0.5924338015491053,"Mr. Frank Atkins, CFA",0.1538147721973908,male,SunTrust Robinson Humphrey Capital Markets,"('ACN', '2018 q2')",0.0
14892,CTSH,2018 q2,4510,0.6563821658556581,"Mr. Frank Atkins, CFA",0.1096927609757773,male,SunTrust Robinson Humphrey Capital Markets,"('CTSH', '2018 q2')",0.0
14893,DXC,2018 q2,4510,0.6028379588023902,"Mr. Frank Atkins, CFA",0.1993953574503369,male,SunTrust Robinson Humphrey Capital Markets,"('DXC', '2018 q2')",0.0
14894,ACN,2018 q2,4510,0.5924338015491053,Mr. Krishna BS,0.5855718617471611,male,Crispidea,"('ACN', '2018 q2')",0.0
14895,ACN,2018 q2,4510,0.5924338015491053,Richard Nguyen,0.6586146815270649,male,Societe Generale,"('ACN', '2018 q2')",0.0
14896,CRM,2018 q2,4510,0.505814802846412,Richard Nguyen,0.6381499379980113,male,Societe Generale,"('CRM', '2018 q2')",0.0
14897,CTSH,2018 q2,4510,0.6563821658556581,Richard Nguyen,0.7575183903409504,male,Societe Generale,"('CTSH', '2018 q2')",0.0
14898,IBM,2018 q2,4510,0.5020666839253335,Richard Nguyen,0.7511096376665857,male,Societe Generale,"('IBM', '2018 q2')",0.0
14899,ADBE,2018 q2,4510,0.46689435900328,Mr. Alex Zukin,0.2072111553151137,male,Piper Sandler Companies,"('ADBE', '2018 q2')",0.02488746354356408
14900,CRM,2018 q2,4510,0.505814802846412,Mr. Alex Zukin,0.1738727116585961,male,Piper Sandler Companies,"('CRM', '2018 q2')",0.0
14901,MSFT,2018 q2,4510,0.5881279414401057,Mr. Alex Zukin,0.3439387149781552,male,Piper Sandler Companies,"('MSFT', '2018 q2')",0.0
14902,NOW,2018 q2,4510,0.4343465829357192,Mr. Alex Zukin,0.1602549061032374,male,Piper Sandler Companies,"('NOW', '2018 q2')",0.0
14903,ORCL,2018 q2,4510,0.5103085091710896,Mr. Alex Zukin,0.164186798496415,male,Piper Sandler Companies,"('ORCL', '2018 q2')",0.005799460224807262
14904,ADBE,2018 q2,4510,0.46689435900328,Mr. Brad A. Zelnick,0.323797966196984,male,Credit Suisse,"('ADBE', '2018 q2')",0.0
14905,AKAM,2018 q2,4510,0.505041027343928,Mr. Brad A. Zelnick,0.5220321829708245,male,Credit Suisse,"('AKAM', '2018 q2')",0.0
14906,CRM,2018 q2,4510,0.505814802846412,Mr. Brad A. Zelnick,0.2729828719144236,male,Credit Suisse,"('CRM', '2018 q2')",0.0
14907,FTNT,2018 q2,4510,0.490436971176572,Mr. Brad A. Zelnick,0.2279361688202726,male,Credit Suisse,"('FTNT', '2018 q2')",0.0
14908,INTU,2018 q2,4510,0.5772064002624852,Mr. Brad A. Zelnick,0.4668735599047054,male,Credit Suisse,"('INTU', '2018 q2')",0.0
14909,NLOK,2018 q2,4510,0.5394752293319817,Mr. Brad A. Zelnick,0.194631425462403,male,Credit Suisse,"('NLOK', '2018 q2')",0.0
14910,NOW,2018 q2,4510,0.4343465829357192,Mr. Brad A. Zelnick,0.3007873295080808,male,Credit Suisse,"('NOW', '2018 q2')",0.0
14911,ORCL,2018 q2,4510,0.5103085091710896,Mr. Brad A. Zelnick,0.2141030508526327,male,Credit Suisse,"('ORCL', '2018 q2')",0.0
14912,ADBE,2018 q2,4510,0.46689435900328,Mr. Patrick D. Walravens,0.1076834818349063,male,JMP Securities,"('ADBE', '2018 q2')",0.0
14913,CRM,2018 q2,4510,0.505814802846412,Mr. Patrick D. Walravens,0.2185316938857941,male,JMP Securities,"('CRM', '2018 q2')",0.0
14914,ADBE,2018 q2,4510,0.46689435900328,Mr. Ravindra kulkarni,0.4911426844554633,male,Crispidea,"('ADBE', '2018 q2')",0.0
14915,ORCL,2018 q2,4510,0.5103085091710896,Mr. Ravindra kulkarni,0.5960041606605115,male,Crispidea,"('ORCL', '2018 q2')",0.0
14916,ADBE,2018 q2,4510,0.46689435900328,Mr. Scott H. Kessler,0.7867410731185768,male,CFRA Equity Research,"('ADBE', '2018 q2')",0.0
14917,ADSK,2018 q2,4510,0.528784651155394,Mr. Scott H. Kessler,0.7461137584784031,male,CFRA Equity Research,"('ADSK', '2018 q2')",0.0
14918,AKAM,2018 q2,4510,0.505041027343928,Mr. Scott H. Kessler,0.8377331307241543,male,CFRA Equity Research,"('AKAM', '2018 q2')",0.0
14919,CRM,2018 q2,4510,0.505814802846412,Mr. Scott H. Kessler,0.7759985625618616,male,CFRA Equity Research,"('CRM', '2018 q2')",0.0
14920,CTXS,2018 q2,4510,0.4866204356475747,Mr. Scott H. Kessler,0.7669070383142775,male,CFRA Equity Research,"('CTXS', '2018 q2')",0.0
14921,INTU,2018 q2,4510,0.5772064002624852,Mr. Scott H. Kessler,0.9153449026223556,male,CFRA Equity Research,"('INTU', '2018 q2')",0.0
14922,MA,2018 q2,4510,0.3933795255090163,Mr. Scott H. Kessler,0.6130907374917743,male,CFRA Equity Research,"('MA', '2018 q2')",0.0
14923,MSFT,2018 q2,4510,0.5881279414401057,Mr. Scott H. Kessler,0.8390148929672183,male,CFRA Equity Research,"('MSFT', '2018 q2')",0.0
14924,NLOK,2018 q2,4510,0.5394752293319817,Mr. Scott H. Kessler,0.7666200524216892,male,CFRA Equity Research,"('NLOK', '2018 q2')",0.0
14925,ORCL,2018 q2,4510,0.5103085091710896,Mr. Scott H. Kessler,0.6881949911823179,male,CFRA Equity Research,"('ORCL', '2018 q2')",0.0
14926,PYPL,2018 q2,4510,0.4458062780241055,Mr. Scott H. Kessler,0.4808746411975842,male,CFRA Equity Research,"('PYPL', '2018 q2')",0.0
14927,SNPS,2018 q2,4510,0.897019876474195,Mr. Scott H. Kessler,0.897019876474195,male,CFRA Equity Research,"('SNPS', '2018 q2')",0.0
14928,V,2018 q2,4510,0.5105115736034909,Mr. Scott H. Kessler,0.6248953998851351,male,CFRA Equity Research,"('V', '2018 q2')",0.0
14929,VRSN,2018 q2,4510,0.9551792590857175,Mr. Scott H. Kessler,0.9683059454534668,male,CFRA Equity Research,"('VRSN', '2018 q2')",0.0
14930,WU,2018 q2,4510,0.7687754643950162,Mr. Scott H. Kessler,0.7888300340126797,male,CFRA Equity Research,"('WU', '2018 q2')",0.0
14931,ADBE,2018 q2,4510,0.46689435900328,Mr. J. Derrick Wood,0.0950552824178572,male,Cowen and Company,"('ADBE', '2018 q2')",0.0
14932,CRM,2018 q2,4510,0.505814802846412,Mr. J. Derrick Wood,0.1550249868778916,male,Cowen and Company,"('CRM', '2018 q2')",0.007139638687173526
14933,NOW,2018 q2,4510,0.4343465829357192,Mr. J. Derrick Wood,0.1129474208807808,male,Cowen and Company,"('NOW', '2018 q2')",0.0
14934,ORCL,2018 q2,4510,0.5103085091710896,Mr. J. Derrick Wood,0.3547136160979338,male,Cowen and Company,"('ORCL', '2018 q2')",0.0
14935,ADBE,2018 q2,4510,0.46689435900328,Mr. Brian J. Schwartz,0.3642860460680399,male,"Oppenheimer & Co., Inc.","('ADBE', '2018 q2')",0.0
14936,ADSK,2018 q2,4510,0.528784651155394,Mr. Brian J. Schwartz,0.1951998624704774,male,"Oppenheimer & Co., Inc.","('ADSK', '2018 q2')",0.012060662731528282
14937,CRM,2018 q2,4510,0.505814802846412,Mr. Brian J. Schwartz,0.1414703081232021,male,"Oppenheimer & Co., Inc.","('CRM', '2018 q2')",0.0
14938,NOW,2018 q2,4510,0.4343465829357192,Mr. Brian J. Schwartz,0.1596704089476427,male,"Oppenheimer & Co., Inc.","('NOW', '2018 q2')",0.0
14939,PAYC,2018 q2,4510,0.4658886351592836,Mr. Brian J. Schwartz,0.3476424051581669,male,"Oppenheimer & Co., Inc.","('PAYC', '2018 q2')",0.0
14940,ADBE,2018 q2,4510,0.46689435900328,Mr. Ross S. MacMillan,0.2076570484850834,male,RBC Capital Markets,"('ADBE', '2018 q2')",0.004184045518438022
14941,CRM,2018 q2,4510,0.505814802846412,Mr. Ross S. MacMillan,0.1097778132119847,male,RBC Capital Markets,"('CRM', '2018 q2')",0.0
14942,INTU,2018 q2,4510,0.5772064002624852,Mr. Ross S. MacMillan,0.2095070823730124,male,RBC Capital Markets,"('INTU', '2018 q2')",0.0
14943,MSFT,2018 q2,4510,0.5881279414401057,Mr. Ross S. MacMillan,0.2273848820161144,male,RBC Capital Markets,"('MSFT', '2018 q2')",0.0
14944,ORCL,2018 q2,4510,0.5103085091710896,Mr. Ross S. MacMillan,0.1761840162320716,male,RBC Capital Markets,"('ORCL', '2018 q2')",0.0
14945,ADBE,2018 q2,4510,0.46689435900328,Kash Rangan,0.3363726804960411,male,BofA Global Research,"('ADBE', '2018 q2')",0.0
14946,CRM,2018 q2,4510,0.505814802846412,Kash Rangan,0.1769603492832962,male,BofA Global Research,"('CRM', '2018 q2')",0.0
14947,MSFT,2018 q2,4510,0.5881279414401057,Kash Rangan,0.3803207696098145,male,BofA Global Research,"('MSFT', '2018 q2')",0.0
14948,NOW,2018 q2,4510,0.4343465829357192,Kash Rangan,0.3554506034188426,male,BofA Global Research,"('NOW', '2018 q2')",0.0
14949,ADBE,2018 q2,4510,0.46689435900328,Mr. Brent J. Thill,0.2128822218708553,male,Jefferies,"('ADBE', '2018 q2')",0.0
14950,INTU,2018 q2,4510,0.5772064002624852,Mr. Brent J. Thill,0.3128886673603247,male,Jefferies,"('INTU', '2018 q2')",0.01607207953929901
14951,ADBE,2018 q2,4510,0.46689435900328,"Mr. Saket Kalia, CFA, CFA",0.5488638181979487,male,Barclays,"('ADBE', '2018 q2')",0.0
14952,FTNT,2018 q2,4510,0.490436971176572,"Mr. Saket Kalia, CFA, CFA",0.1517989784551851,male,Barclays,"('FTNT', '2018 q2')",0.0
14953,NLOK,2018 q2,4510,0.5394752293319817,"Mr. Saket Kalia, CFA, CFA",0.3729546887066979,male,Barclays,"('NLOK', '2018 q2')",0.0
14954,ADBE,2018 q2,4510,0.46689435900328,"Kirk Materne, CFA",0.270431782955652,male,EVERCORE ISI,"('ADBE', '2018 q2')",0.0
14955,ADSK,2018 q2,4510,0.528784651155394,"Kirk Materne, CFA",0.1904334980847438,male,EVERCORE ISI,"('ADSK', '2018 q2')",0.025822188705205917
14956,CRM,2018 q2,4510,0.505814802846412,"Kirk Materne, CFA",0.1423074287098042,male,EVERCORE ISI,"('CRM', '2018 q2')",0.0
14957,CTXS,2018 q2,4510,0.4866204356475747,"Kirk Materne, CFA",0.1399428087004182,male,EVERCORE ISI,"('CTXS', '2018 q2')",0.0
14958,FTNT,2018 q2,4510,0.490436971176572,"Kirk Materne, CFA",0.1072818018668539,male,EVERCORE ISI,"('FTNT', '2018 q2')",0.0
14959,INTU,2018 q2,4510,0.5772064002624852,"Kirk Materne, CFA",0.2425304042466079,male,EVERCORE ISI,"('INTU', '2018 q2')",0.005234972573816776
14960,MSFT,2018 q2,4510,0.5881279414401057,"Kirk Materne, CFA",0.2158318891870913,male,EVERCORE ISI,"('MSFT', '2018 q2')",0.0
14961,NLOK,2018 q2,4510,0.5394752293319817,"Kirk Materne, CFA",0.1061472075630767,male,EVERCORE ISI,"('NLOK', '2018 q2')",0.009507667273283005
14962,NOW,2018 q2,4510,0.4343465829357192,"Kirk Materne, CFA",0.0762208687853169,male,EVERCORE ISI,"('NOW', '2018 q2')",0.0
14963,ORCL,2018 q2,4510,0.5103085091710896,"Kirk Materne, CFA",0.151749664602505,male,EVERCORE ISI,"('ORCL', '2018 q2')",0.013363352045416832
14964,ADBE,2018 q2,4510,0.46689435900328,"Richard Davis, CFA",0.3753757054871594,male,Canaccord Genuity,"('ADBE', '2018 q2')",0.025733301416039467
14965,ADSK,2018 q2,4510,0.528784651155394,"Richard Davis, CFA",0.4232661174506167,male,Canaccord Genuity,"('ADSK', '2018 q2')",0.0
14966,CRM,2018 q2,4510,0.505814802846412,"Richard Davis, CFA",0.3613233612560254,male,Canaccord Genuity,"('CRM', '2018 q2')",0.0
14967,MSFT,2018 q2,4510,0.5881279414401057,"Richard Davis, CFA",0.3969588232013252,male,Canaccord Genuity,"('MSFT', '2018 q2')",0.0315355621278286
14968,NOW,2018 q2,4510,0.4343465829357192,"Richard Davis, CFA",0.1140859854256828,male,Canaccord Genuity,"('NOW', '2018 q2')",0.006889795884490013
14969,ADBE,2018 q2,4510,0.46689435900328,"Keith E. Weiss, CFA",0.1470709602596615,male,Morgan Stanley,"('ADBE', '2018 q2')",0.0
14970,ADSK,2018 q2,4510,0.528784651155394,"Keith E. Weiss, CFA",0.3198639128081682,male,Morgan Stanley,"('ADSK', '2018 q2')",0.0
14971,AKAM,2018 q2,4510,0.505041027343928,"Keith E. Weiss, CFA",0.1366804473406727,male,Morgan Stanley,"('AKAM', '2018 q2')",0.0
14972,CRM,2018 q2,4510,0.505814802846412,"Keith E. Weiss, CFA",0.1985205331480506,male,Morgan Stanley,"('CRM', '2018 q2')",0.0
14973,CTXS,2018 q2,4510,0.4866204356475747,"Keith E. Weiss, CFA",0.335582929588448,male,Morgan Stanley,"('CTXS', '2018 q2')",0.0
14974,INTU,2018 q2,4510,0.5772064002624852,"Keith E. Weiss, CFA",0.2028641379966499,male,Morgan Stanley,"('INTU', '2018 q2')",0.0
14975,MSFT,2018 q2,4510,0.5881279414401057,"Keith E. Weiss, CFA",0.2251241809581688,male,Morgan Stanley,"('MSFT', '2018 q2')",0.0
14976,NOW,2018 q2,4510,0.4343465829357192,"Keith E. Weiss, CFA",0.6885548830745954,male,Morgan Stanley,"('NOW', '2018 q2')",0.0
14977,ADBE,2018 q2,4510,0.46689435900328,"Mr. Brian W. Wieser, CFA",0.1966038165613943,male,Pivotal Research Group,"('ADBE', '2018 q2')",0.06266029924154282
14978,CRM,2018 q2,4510,0.505814802846412,"Mr. Brian W. Wieser, CFA",0.3384606152553691,male,Pivotal Research Group,"('CRM', '2018 q2')",0.0
14979,ADP,2018 q2,4510,0.6143867794012898,Kartik Mehta,0.424662177925498,male,Northcoast Research,"('ADP', '2018 q2')",0.04655890911817551
14980,INTU,2018 q2,4510,0.5772064002624852,Kartik Mehta,0.2491141376402801,male,Northcoast Research,"('INTU', '2018 q2')",0.0
14981,ADP,2018 q2,4510,0.6143867794012898,Mr. James E. Faucette,0.3814489383450475,male,Morgan Stanley,"('ADP', '2018 q2')",0.0
14982,MA,2018 q2,4510,0.3933795255090163,Mr. James E. Faucette,0.3086891224409886,male,Morgan Stanley,"('MA', '2018 q2')",0.0
14983,PAYX,2018 q2,4510,0.8166193649758484,Mr. James E. Faucette,0.4802312751159731,male,Morgan Stanley,"('PAYX', '2018 q2')",0.0
14984,PYPL,2018 q2,4510,0.4458062780241055,Mr. James E. Faucette,0.2613863680118419,male,Morgan Stanley,"('PYPL', '2018 q2')",0.0
14985,WU,2018 q2,4510,0.7687754643950162,Mr. James E. Faucette,0.5828421281048398,male,Morgan Stanley,"('WU', '2018 q2')",0.0
14986,ADP,2018 q2,4510,0.6143867794012898,Colin Plunkett,0.7313441607477196,male,"Morningstar, Inc.","('ADP', '2018 q2')",0.0
14987,ADS,2018 q2,4510,0.7277462080237149,Colin Plunkett,0.6414680845787775,male,"Morningstar, Inc.","('ADS', '2018 q2')",0.0
14988,FIS,2018 q2,4510,0.5588565697350143,Colin Plunkett,0.919772601819191,male,"Morningstar, Inc.","('FIS', '2018 q2')",0.0
14989,FISV,2018 q2,4510,0.8799908035935742,Colin Plunkett,0.8617557007161558,male,"Morningstar, Inc.","('FISV', '2018 q2')",0.0
14990,JKHY,2018 q2,4510,0.8199120762994407,Colin Plunkett,0.863314893715094,male,"Morningstar, Inc.","('JKHY', '2018 q2')",0.0
14991,PAYX,2018 q2,4510,0.8166193649758484,Colin Plunkett,0.8421417641061366,male,"Morningstar, Inc.","('PAYX', '2018 q2')",0.0
14992,ADP,2018 q2,4510,0.6143867794012898,"Mr. Gary Bisbee, CFA",0.286033946274206,male,RBC Capital Markets,"('ADP', '2018 q2')",0.021301766857504845
14993,IT,2018 q2,4510,0.2829598303571993,"Mr. Gary Bisbee, CFA",0.2391386049634521,male,RBC Capital Markets,"('IT', '2018 q2')",0.0
14994,PAYX,2018 q2,4510,0.8166193649758484,"Mr. Gary Bisbee, CFA",0.5371978439972859,male,RBC Capital Markets,"('PAYX', '2018 q2')",0.0
14995,ADS,2018 q2,4510,0.7277462080237149,David M. Scharf,0.4327177356572975,male,JMP Securities,"('ADS', '2018 q2')",0.0
14996,GPN,2018 q2,4510,0.4450198335806412,David M. Scharf,0.3153843825030249,male,JMP Securities,"('GPN', '2018 q2')",0.05018787831068039
14997,WU,2018 q2,4510,0.7687754643950162,David M. Scharf,0.6839995776797413,male,JMP Securities,"('WU', '2018 q2')",0.0
14998,ADS,2018 q2,4510,0.7277462080237149,Mr. Ashish Sabadra,0.8814168405103946,male,Deutsche Bank,"('ADS', '2018 q2')",0.0
14999,ADS,2018 q2,4510,0.7277462080237149,"Mr. Ben C. Chittenden, CFA",0.2721076483330315,male,"Oppenheimer & Co., Inc.","('ADS', '2018 q2')",0.0
15000,ADS,2018 q2,4510,0.7277462080237149,"Mr. Vincent A. Caintic, CFA",0.3863430361722809,male,Stephens Inc.,"('ADS', '2018 q2')",0.0
15001,ADS,2018 q2,4510,0.7277462080237149,Mr. Paul Condra,0.534301728249974,male,Credit Suisse,"('ADS', '2018 q2')",0.028958581387996674
15002,FIS,2018 q2,4510,0.5588565697350143,Mr. Paul Condra,0.3009753113905807,male,Credit Suisse,"('FIS', '2018 q2')",0.0
15003,FISV,2018 q2,4510,0.8799908035935742,Mr. Paul Condra,0.9078877475450798,male,Credit Suisse,"('FISV', '2018 q2')",0.0
15004,GPN,2018 q2,4510,0.4450198335806412,Mr. Paul Condra,0.3176748492087375,male,Credit Suisse,"('GPN', '2018 q2')",0.0048978788157304125
15005,PYPL,2018 q2,4510,0.4458062780241055,Mr. Paul Condra,0.2110287020322466,male,Credit Suisse,"('PYPL', '2018 q2')",0.020176390185952187
15006,ADS,2018 q2,4510,0.7277462080237149,Mr. Timothy W. Willi,0.4052444363049741,male,"Wells Fargo Securities, LLC","('ADS', '2018 q2')",0.0
15007,FIS,2018 q2,4510,0.5588565697350143,Mr. Timothy W. Willi,0.1363590870170033,male,"Wells Fargo Securities, LLC","('FIS', '2018 q2')",0.0
15008,FLT,2018 q2,4510,0.5138452480441809,Mr. Timothy W. Willi,0.1932189888272592,male,"Wells Fargo Securities, LLC","('FLT', '2018 q2')",0.0
15009,GPN,2018 q2,4510,0.4450198335806412,Mr. Timothy W. Willi,0.1446515548334747,male,"Wells Fargo Securities, LLC","('GPN', '2018 q2')",0.018095113337039948
15010,PYPL,2018 q2,4510,0.4458062780241055,Mr. Timothy W. Willi,0.1052938008422262,male,"Wells Fargo Securities, LLC","('PYPL', '2018 q2')",0.020726636052131653
15011,ADS,2018 q2,4510,0.7277462080237149,"Mr. John D. Kernan, CFA",0.6965304984634876,male,Cowen and Company,"('ADS', '2018 q2')",0.0
15012,ADS,2018 q2,4510,0.7277462080237149,Mr. Georgios Mihalos,0.5135543518325383,male,Cowen and Company,"('ADS', '2018 q2')",0.0
15013,GPN,2018 q2,4510,0.4450198335806412,Mr. Georgios Mihalos,0.5315735541936222,male,Cowen and Company,"('GPN', '2018 q2')",0.0
15014,MA,2018 q2,4510,0.3933795255090163,Mr. Georgios Mihalos,0.5555043884247954,male,Cowen and Company,"('MA', '2018 q2')",0.0
15015,V,2018 q2,4510,0.5105115736034909,Mr. Georgios Mihalos,0.4016413842048411,male,Cowen and Company,"('V', '2018 q2')",0.0
15016,ADS,2018 q2,4510,0.7277462080237149,Mr. Ramsey El-Assal,0.5729899270025948,male,Jefferies,"('ADS', '2018 q2')",0.0
15017,DXC,2018 q2,4510,0.6028379588023902,Mr. Ramsey El-Assal,0.3547612014707927,male,Jefferies,"('DXC', '2018 q2')",0.0
15018,FLT,2018 q2,4510,0.5138452480441809,Mr. Ramsey El-Assal,0.3865477682159143,male,Jefferies,"('FLT', '2018 q2')",0.0
15019,GPN,2018 q2,4510,0.4450198335806412,Mr. Ramsey El-Assal,0.3795829628125486,male,Jefferies,"('GPN', '2018 q2')",0.0
15020,MA,2018 q2,4510,0.3933795255090163,Mr. Ramsey El-Assal,0.060914455201147,male,Jefferies,"('MA', '2018 q2')",0.0
15021,WU,2018 q2,4510,0.7687754643950162,Mr. Ramsey El-Assal,0.6364198423221358,male,Jefferies,"('WU', '2018 q2')",0.0
15022,ADS,2018 q2,4510,0.7277462080237149,"Mr. Jason S. Deleeuw, CFA",0.2610797701683255,male,Piper Sandler Companies,"('ADS', '2018 q2')",0.0
15023,GPN,2018 q2,4510,0.4450198335806412,"Mr. Jason S. Deleeuw, CFA",0.0812152310999034,male,Piper Sandler Companies,"('GPN', '2018 q2')",0.0
15024,MA,2018 q2,4510,0.3933795255090163,"Mr. Jason S. Deleeuw, CFA",0.0735766744436788,male,Piper Sandler Companies,"('MA', '2018 q2')",0.0
15025,PYPL,2018 q2,4510,0.4458062780241055,"Mr. Jason S. Deleeuw, CFA",0.0574675177245637,male,Piper Sandler Companies,"('PYPL', '2018 q2')",0.0
15026,V,2018 q2,4510,0.5105115736034909,"Mr. Jason S. Deleeuw, CFA",0.0852082703266267,male,Piper Sandler Companies,"('V', '2018 q2')",0.0
15027,ADS,2018 q2,4510,0.7277462080237149,SADIF Research,0.9953542864708614,Not a person,Sadif Analytics Prime,"('ADS', '2018 q2')",0.9603580832481384
15028,AKAM,2018 q2,4510,0.505041027343928,SADIF Research,0.98287324469144,Not a person,Sadif Analytics Prime,"('AKAM', '2018 q2')",0.9728988409042358
15029,CTSH,2018 q2,4510,0.6563821658556581,SADIF Research,0.9845515707074944,Not a person,Sadif Analytics Prime,"('CTSH', '2018 q2')",0.9480645656585693
15030,FLT,2018 q2,4510,0.5138452480441809,SADIF Research,0.99192285107588,Not a person,Sadif Analytics Prime,"('FLT', '2018 q2')",0.9742008447647095
15031,FTNT,2018 q2,4510,0.490436971176572,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FTNT', '2018 q2')",0.979293704032898
15032,JKHY,2018 q2,4510,0.8199120762994407,SADIF Research,0.9331409428556208,Not a person,Sadif Analytics Prime,"('JKHY', '2018 q2')",0.9796505570411682
15033,NLOK,2018 q2,4510,0.5394752293319817,SADIF Research,0.9415656551085582,Not a person,Sadif Analytics Prime,"('NLOK', '2018 q2')",0.9472059011459351
15034,PAYX,2018 q2,4510,0.8166193649758484,SADIF Research,0.9878943573694382,Not a person,Sadif Analytics Prime,"('PAYX', '2018 q2')",0.9539858996868134
15035,ADS,2018 q2,4510,0.7277462080237149,"Andrew W. Jeffrey, CFA",0.3250697864592073,male,SunTrust Robinson Humphrey Capital Markets,"('ADS', '2018 q2')",0.0
15036,MA,2018 q2,4510,0.3933795255090163,"Andrew W. Jeffrey, CFA",0.2163702958987722,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2018 q2')",0.0
15037,ADSK,2018 q2,4510,0.528784651155394,"Mr. Gregg S. Moskowitz, CFA",0.2824018597163164,male,Cowen and Company,"('ADSK', '2018 q2')",0.0
15038,CTXS,2018 q2,4510,0.4866204356475747,"Mr. Gregg S. Moskowitz, CFA",0.1962077743455934,male,Cowen and Company,"('CTXS', '2018 q2')",0.0
15039,FTNT,2018 q2,4510,0.490436971176572,"Mr. Gregg S. Moskowitz, CFA",0.5580255724137376,male,Cowen and Company,"('FTNT', '2018 q2')",0.0
15040,MSFT,2018 q2,4510,0.5881279414401057,"Mr. Gregg S. Moskowitz, CFA",0.380208905550187,male,Cowen and Company,"('MSFT', '2018 q2')",0.0
15041,NLOK,2018 q2,4510,0.5394752293319817,"Mr. Gregg S. Moskowitz, CFA",0.5500189268453994,male,Cowen and Company,"('NLOK', '2018 q2')",0.0
15042,VRSN,2018 q2,4510,0.9551792590857175,"Mr. Gregg S. Moskowitz, CFA",0.9146827282400608,male,Cowen and Company,"('VRSN', '2018 q2')",0.0
15043,ADSK,2018 q2,4510,0.528784651155394,Mr. Stephen D. Bersey,0.1804289873981514,male,MUFG Securities Americas Inc.,"('ADSK', '2018 q2')",0.0
15044,ORCL,2018 q2,4510,0.5103085091710896,Mr. Stephen D. Bersey,0.1420109891843298,male,MUFG Securities Americas Inc.,"('ORCL', '2018 q2')",0.01923857070505619
15045,ADSK,2018 q2,4510,0.528784651155394,Mr. Alex Tout,0.6703877093559094,male,Deutsche Bank,"('ADSK', '2018 q2')",0.008255170658230782
15046,ADSK,2018 q2,4510,0.528784651155394,Mr. Steve R. Koenig,0.2059650626488402,male,Wedbush Securities Inc.,"('ADSK', '2018 q2')",0.0
15047,CRM,2018 q2,4510,0.505814802846412,Mr. Steve R. Koenig,0.2389227510082336,male,Wedbush Securities Inc.,"('CRM', '2018 q2')",0.0
15048,AKAM,2018 q2,4510,0.505041027343928,Mr. Mark S. Mahaney,0.2507484434732615,male,RBC Capital Markets,"('AKAM', '2018 q2')",0.0
15049,AKAM,2018 q2,4510,0.505041027343928,Mr. Robert Sanderson,0.1609448318015995,male,MKM Partners,"('AKAM', '2018 q2')",0.0
15050,AKAM,2018 q2,4510,0.505041027343928,"Timothy K. Horan, CFA",0.2983427989515819,male,"Oppenheimer & Co., Inc.","('AKAM', '2018 q2')",0.005714618290464084
15051,AKAM,2018 q2,4510,0.505041027343928,"Shebly Seyrafi, CFA",0.6246807382564954,male,FBN Securities,"('AKAM', '2018 q2')",0.03333333507180214
15052,CRM,2018 q2,4510,0.505814802846412,"Shebly Seyrafi, CFA",0.6530174235300664,male,FBN Securities,"('CRM', '2018 q2')",0.03333333507180214
15053,NLOK,2018 q2,4510,0.5394752293319817,"Shebly Seyrafi, CFA",0.315035462484373,male,FBN Securities,"('NLOK', '2018 q2')",0.009442892856895924
15054,NOW,2018 q2,4510,0.4343465829357192,"Shebly Seyrafi, CFA",0.6701947031359773,male,FBN Securities,"('NOW', '2018 q2')",0.03333333507180214
15055,AKAM,2018 q2,4510,0.505041027343928,Colby A. Synesael,0.1109415807489711,male,Cowen and Company,"('AKAM', '2018 q2')",0.0
15056,AKAM,2018 q2,4510,0.505041027343928,Robert Gutman,0.2680588045786088,male,Guggenheim Securities LLC,"('AKAM', '2018 q2')",0.0
15057,AKAM,2018 q2,4510,0.505041027343928,Mr. Vijay Bhagavath,0.1889295555897311,male,Deutsche Bank,"('AKAM', '2018 q2')",0.0
15058,AKAM,2018 q2,4510,0.505041027343928,Greg P Miller,0.0902369659349938,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2018 q2')",0.029251196887344122
15059,AKAM,2018 q2,4510,0.505041027343928,"Jim D. Breen, Jr",0.1285048588541873,male,William Blair & Company,"('AKAM', '2018 q2')",0.0
15060,AKAM,2018 q2,4510,0.505041027343928,Michael J. Olson,0.1635060896593728,male,Piper Sandler Companies,"('AKAM', '2018 q2')",0.0
15061,AKAM,2018 q2,4510,0.505041027343928,Mr. Gregory R. McDowell,0.4065732136003928,male,JMP Securities,"('AKAM', '2018 q2')",0.0
15062,NOW,2018 q2,4510,0.4343465829357192,Mr. Gregory R. McDowell,0.1348976617045059,male,JMP Securities,"('NOW', '2018 q2')",0.0
15063,AKAM,2018 q2,4510,0.505041027343928,"Mr. Jeff L. Van Rhee, CFA",0.211123071809073,male,Craig Hallum,"('AKAM', '2018 q2')",0.0
15064,CRM,2018 q2,4510,0.505814802846412,Rodney Nelson,0.5993711333373738,male,"Morningstar, Inc.","('CRM', '2018 q2')",0.0
15065,CTXS,2018 q2,4510,0.4866204356475747,Rodney Nelson,0.5847530072992129,male,"Morningstar, Inc.","('CTXS', '2018 q2')",0.0
15066,MSFT,2018 q2,4510,0.5881279414401057,Rodney Nelson,0.3842168175932971,male,"Morningstar, Inc.","('MSFT', '2018 q2')",0.0
15067,NOW,2018 q2,4510,0.4343465829357192,Rodney Nelson,0.4128186564382484,male,"Morningstar, Inc.","('NOW', '2018 q2')",0.011111111690600714
15068,VRSN,2018 q2,4510,0.9551792590857175,Rodney Nelson,0.9395552987441358,male,"Morningstar, Inc.","('VRSN', '2018 q2')",0.0
15069,CRM,2018 q2,4510,0.505814802846412,"Raimo Lenschow, CFA",0.2946449462414258,male,Barclays,"('CRM', '2018 q2')",0.0
15070,CTXS,2018 q2,4510,0.4866204356475747,"Raimo Lenschow, CFA",0.2141841498491524,male,Barclays,"('CTXS', '2018 q2')",0.0
15071,INTU,2018 q2,4510,0.5772064002624852,"Raimo Lenschow, CFA",0.2267198695241917,male,Barclays,"('INTU', '2018 q2')",0.0
15072,MSFT,2018 q2,4510,0.5881279414401057,"Raimo Lenschow, CFA",0.242723179659231,male,Barclays,"('MSFT', '2018 q2')",0.0
15073,NOW,2018 q2,4510,0.4343465829357192,"Raimo Lenschow, CFA",0.2250713768366071,male,Barclays,"('NOW', '2018 q2')",0.0
15074,ORCL,2018 q2,4510,0.5103085091710896,"Raimo Lenschow, CFA",0.2109665470197075,male,Barclays,"('ORCL', '2018 q2')",0.0
15075,PAYC,2018 q2,4510,0.4658886351592836,"Raimo Lenschow, CFA",0.2484875233162694,male,Barclays,"('PAYC', '2018 q2')",0.0
15076,CRM,2018 q2,4510,0.505814802846412,Mr. John DiFucci,0.1507630330823437,male,Jefferies,"('CRM', '2018 q2')",0.0
15077,CTXS,2018 q2,4510,0.4866204356475747,Mr. John DiFucci,0.0965662051217542,male,Jefferies,"('CTXS', '2018 q2')",0.0
15078,MSFT,2018 q2,4510,0.5881279414401057,Mr. John DiFucci,0.1216599422082251,male,Jefferies,"('MSFT', '2018 q2')",0.0
15079,NLOK,2018 q2,4510,0.5394752293319817,Mr. John DiFucci,0.1193050374847196,male,Jefferies,"('NLOK', '2018 q2')",0.0
15080,CRM,2018 q2,4510,0.505814802846412,Terry Tillman,0.1150997352750788,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2018 q2')",0.0
15081,CRM,2018 q2,4510,0.505814802846412,Karl E. Keirstead,0.9459152331388456,male,Deutsche Bank,"('CRM', '2018 q2')",0.0
15082,CTXS,2018 q2,4510,0.4866204356475747,Karl E. Keirstead,0.9495190464440784,male,Deutsche Bank,"('CTXS', '2018 q2')",0.0
15083,MSFT,2018 q2,4510,0.5881279414401057,Karl E. Keirstead,0.9424257442361154,male,Deutsche Bank,"('MSFT', '2018 q2')",0.0
15084,NLOK,2018 q2,4510,0.5394752293319817,Karl E. Keirstead,0.646285463251998,male,Deutsche Bank,"('NLOK', '2018 q2')",0.03333333507180214
15085,NOW,2018 q2,4510,0.4343465829357192,Karl E. Keirstead,0.6013529967689522,male,Deutsche Bank,"('NOW', '2018 q2')",0.0
15086,ORCL,2018 q2,4510,0.5103085091710896,Karl E. Keirstead,0.9035950204366524,male,Deutsche Bank,"('ORCL', '2018 q2')",0.0
15087,CRM,2018 q2,4510,0.505814802846412,Mr. Bhavan S. Suri,0.1775933992155542,male,William Blair & Company,"('CRM', '2018 q2')",0.0
15088,CTSH,2018 q2,4510,0.6563821658556581,Mr. Parag Gupta,0.8826716130803317,male,Morgan Stanley,"('CTSH', '2018 q2')",0.0
15089,CTSH,2018 q2,4510,0.6563821658556581,"Glenn E. Greene, CFA",0.1899441219268075,male,"Oppenheimer & Co., Inc.","('CTSH', '2018 q2')",0.0
15090,FIS,2018 q2,4510,0.5588565697350143,"Glenn E. Greene, CFA",0.1724558266016894,male,"Oppenheimer & Co., Inc.","('FIS', '2018 q2')",0.0
15091,FLT,2018 q2,4510,0.5138452480441809,"Glenn E. Greene, CFA",0.4200367106716962,male,"Oppenheimer & Co., Inc.","('FLT', '2018 q2')",0.0
15092,GPN,2018 q2,4510,0.4450198335806412,"Glenn E. Greene, CFA",0.1201720815551503,male,"Oppenheimer & Co., Inc.","('GPN', '2018 q2')",0.011111111690600714
15093,JKHY,2018 q2,4510,0.8199120762994407,"Glenn E. Greene, CFA",0.8200284858826367,male,"Oppenheimer & Co., Inc.","('JKHY', '2018 q2')",0.0
15094,MA,2018 q2,4510,0.3933795255090163,"Glenn E. Greene, CFA",0.0797669952762437,male,"Oppenheimer & Co., Inc.","('MA', '2018 q2')",0.0
15095,PYPL,2018 q2,4510,0.4458062780241055,"Glenn E. Greene, CFA",0.0746546755733983,male,"Oppenheimer & Co., Inc.","('PYPL', '2018 q2')",0.0
15096,V,2018 q2,4510,0.5105115736034909,"Glenn E. Greene, CFA",0.1087582260626411,male,"Oppenheimer & Co., Inc.","('V', '2018 q2')",0.0
15097,CTSH,2018 q2,4510,0.6563821658556581,Ashwin Mehta,0.1885965983106066,male,Nomura,"('CTSH', '2018 q2')",0.0
15098,CTSH,2018 q2,4510,0.6563821658556581,Mr. Bryan Bergin,0.5889163707979427,male,Cowen and Company,"('CTSH', '2018 q2')",0.0
15099,CTSH,2018 q2,4510,0.6563821658556581,Ms. Shubhadha Mathad,0.7516935724953521,female,Crispidea,"('CTSH', '2018 q2')",0.0
15100,IBM,2018 q2,4510,0.5020666839253335,Ms. Shubhadha Mathad,0.4706599919929713,female,Crispidea,"('IBM', '2018 q2')",0.0
15101,MSFT,2018 q2,4510,0.5881279414401057,Ms. Shubhadha Mathad,0.478298416601281,female,Crispidea,"('MSFT', '2018 q2')",0.0
15102,CTSH,2018 q2,4510,0.6563821658556581,Lou Miscioscia,0.4302139614985935,male,Pivotal Research Group,"('CTSH', '2018 q2')",0.0
15103,CTSH,2018 q2,4510,0.6563821658556581,"Mr. Brian Essex, CFA",0.2599346945971355,male,Morgan Stanley,"('CTSH', '2018 q2')",0.0
15104,DXC,2018 q2,4510,0.6028379588023902,"Mr. Brian Essex, CFA",0.317876063057985,male,Morgan Stanley,"('DXC', '2018 q2')",0.0
15105,CTXS,2018 q2,4510,0.4866204356475747,"Mr. Jason N. Ader, CFA",0.1847761541819791,male,William Blair & Company,"('CTXS', '2018 q2')",0.0
15106,ORCL,2018 q2,4510,0.5103085091710896,"Mr. Jason N. Ader, CFA",0.2061433845402202,male,William Blair & Company,"('ORCL', '2018 q2')",0.0
15107,CTXS,2018 q2,4510,0.4866204356475747,Mr. Matthew G. Hedberg,0.153127151636381,male,RBC Capital Markets,"('CTXS', '2018 q2')",0.0
15108,NLOK,2018 q2,4510,0.5394752293319817,Mr. Matthew G. Hedberg,0.1774591501809004,male,RBC Capital Markets,"('NLOK', '2018 q2')",0.030657339841127396
15109,NOW,2018 q2,4510,0.4343465829357192,Mr. Matthew G. Hedberg,0.2696861353599573,male,RBC Capital Markets,"('NOW', '2018 q2')",0.0
15110,CTXS,2018 q2,4510,0.4866204356475747,Mr. Josep Bori,0.2974582042652101,male,Berenberg,"('CTXS', '2018 q2')",0.0
15111,IBM,2018 q2,4510,0.5020666839253335,Mr. Josep Bori,0.2723866610107324,male,Berenberg,"('IBM', '2018 q2')",0.0
15112,CTXS,2018 q2,4510,0.4866204356475747,Mr. Ittai Kidron,0.1099175214818275,male,"Oppenheimer & Co., Inc.","('CTXS', '2018 q2')",0.0
15113,IBM,2018 q2,4510,0.5020666839253335,Mr. Ittai Kidron,0.233376264886382,male,"Oppenheimer & Co., Inc.","('IBM', '2018 q2')",0.0
15114,DXC,2018 q2,4510,0.6028379588023902,Mr. Rayna Kumar,0.3466591657028005,male,EVERCORE ISI,"('DXC', '2018 q2')",0.0
15115,FIS,2018 q2,4510,0.5588565697350143,"Mr. Chris Shutler, CFA",0.2204496406050694,male,William Blair & Company,"('FIS', '2018 q2')",0.0
15116,FIS,2018 q2,4510,0.5588565697350143,"Brett R. Huff, CFA",0.1918376668066144,male,Stephens Inc.,"('FIS', '2018 q2')",0.03939697705209255
15117,FIS,2018 q2,4510,0.5588565697350143,Mr. Jeff Cantwell,0.2639894011720906,male,Guggenheim Securities LLC,"('FIS', '2018 q2')",0.0
15118,FISV,2018 q2,4510,0.8799908035935742,Mr. Jeff Cantwell,0.7171296960203588,male,Guggenheim Securities LLC,"('FISV', '2018 q2')",0.02817838080227375
15119,GPN,2018 q2,4510,0.4450198335806412,Mr. Jeff Cantwell,0.1297851274444354,male,Guggenheim Securities LLC,"('GPN', '2018 q2')",0.0
15120,MA,2018 q2,4510,0.3933795255090163,Mr. Jeff Cantwell,0.204404976153016,male,Guggenheim Securities LLC,"('MA', '2018 q2')",0.0
15121,PYPL,2018 q2,4510,0.4458062780241055,Mr. Jeff Cantwell,0.2857985436941914,male,Guggenheim Securities LLC,"('PYPL', '2018 q2')",0.029767407104372978
15122,WU,2018 q2,4510,0.7687754643950162,Mr. Jeff Cantwell,0.4834205650308822,male,Guggenheim Securities LLC,"('WU', '2018 q2')",0.0
15123,FLT,2018 q2,4510,0.5138452480441809,Mr. Dean Kim,0.2639908743485029,male,William O'Neil + Co.,"('FLT', '2018 q2')",0.021827828139066696
15124,FLT,2018 q2,4510,0.5138452480441809,Mr. Robert P. Napoli,0.1910469255323728,male,William Blair & Company,"('FLT', '2018 q2')",0.0
15125,GPN,2018 q2,4510,0.4450198335806412,Mr. Robert P. Napoli,0.1229324286711821,male,William Blair & Company,"('GPN', '2018 q2')",0.0
15126,MA,2018 q2,4510,0.3933795255090163,Mr. Robert P. Napoli,0.0630539106392943,male,William Blair & Company,"('MA', '2018 q2')",0.0
15127,PYPL,2018 q2,4510,0.4458062780241055,Mr. Robert P. Napoli,0.0731912806402031,male,William Blair & Company,"('PYPL', '2018 q2')",0.0
15128,V,2018 q2,4510,0.5105115736034909,Mr. Robert P. Napoli,0.0972202857936899,male,William Blair & Company,"('V', '2018 q2')",0.0
15129,FLT,2018 q2,4510,0.5138452480441809,Vasundhara Govil,0.2518562997837673,female,Morgan Stanley,"('FLT', '2018 q2')",0.0
15130,GPN,2018 q2,4510,0.4450198335806412,Vasundhara Govil,0.2939036384334659,female,Morgan Stanley,"('GPN', '2018 q2')",0.01145817618817091
15131,FTNT,2018 q2,4510,0.490436971176572,"Mr. Gray W. Powell, CFA",0.8397908535409575,male,Deutsche Bank,"('FTNT', '2018 q2')",0.0
15132,FTNT,2018 q2,4510,0.490436971176572,Dan Bergstrom,0.1239004360151924,male,RBC Capital Markets,"('FTNT', '2018 q2')",0.0
15133,FTNT,2018 q2,4510,0.490436971176572,Shaul Eyal,0.1092958192669045,male,"Oppenheimer & Co., Inc.","('FTNT', '2018 q2')",0.014153060503304005
15134,NLOK,2018 q2,4510,0.5394752293319817,Shaul Eyal,0.2680749529409832,male,"Oppenheimer & Co., Inc.","('NLOK', '2018 q2')",0.020163534209132195
15135,FTNT,2018 q2,4510,0.490436971176572,William Fitzsimmons,0.5645661068226699,male,"Morningstar, Inc.","('FTNT', '2018 q2')",0.006236146669834852
15136,NLOK,2018 q2,4510,0.5394752293319817,William Fitzsimmons,0.6106634888018858,male,"Morningstar, Inc.","('NLOK', '2018 q2')",0.0
15137,NOW,2018 q2,4510,0.4343465829357192,William Fitzsimmons,0.4782899506408865,male,"Morningstar, Inc.","('NOW', '2018 q2')",0.0
15138,ORCL,2018 q2,4510,0.5103085091710896,William Fitzsimmons,0.4824094217591021,male,"Morningstar, Inc.","('ORCL', '2018 q2')",0.0
15139,FTNT,2018 q2,4510,0.490436971176572,"Mr. Jonathan B. Ruykhaver, CFA",0.2782603775537305,male,Stephens Inc.,"('FTNT', '2018 q2')",0.011060435324907303
15140,NLOK,2018 q2,4510,0.5394752293319817,"Mr. Jonathan B. Ruykhaver, CFA",0.241425528468207,male,Stephens Inc.,"('NLOK', '2018 q2')",0.036262478679418564
15141,NOW,2018 q2,4510,0.4343465829357192,"Mr. Jonathan B. Ruykhaver, CFA",0.1985969874957923,male,Stephens Inc.,"('NOW', '2018 q2')",0.0
15142,FTNT,2018 q2,4510,0.490436971176572,Ms. Melissa A. Franchi,0.1740296248293978,female,Morgan Stanley,"('FTNT', '2018 q2')",0.0
15143,FTNT,2018 q2,4510,0.490436971176572,Mr. Tal Liani,0.3071662166779377,male,BofA Global Research,"('FTNT', '2018 q2')",0.0
15144,FTNT,2018 q2,4510,0.490436971176572,Anne M. Meisner,0.4896592323245143,female,Susquehanna Financial Group LLLP,"('FTNT', '2018 q2')",0.0
15145,NLOK,2018 q2,4510,0.5394752293319817,Anne M. Meisner,0.3502521445797822,female,Susquehanna Financial Group LLLP,"('NLOK', '2018 q2')",0.010574426501989365
15146,FTNT,2018 q2,4510,0.490436971176572,Mr. Robert Breza,0.1442453676714376,male,Northland Securities,"('FTNT', '2018 q2')",0.0
15147,FTNT,2018 q2,4510,0.490436971176572,Ms. Catharine A. Trebnick,0.0791972896988658,female,Colliers Securities,"('FTNT', '2018 q2')",0.0
15148,FTNT,2018 q2,4510,0.490436971176572,Mr. Jonathan F. Ho,0.0807301789851124,male,William Blair & Company,"('FTNT', '2018 q2')",0.0
15149,NLOK,2018 q2,4510,0.5394752293319817,Mr. Jonathan F. Ho,0.0821763114914064,male,William Blair & Company,"('NLOK', '2018 q2')",0.04135625436902046
15150,FTNT,2018 q2,4510,0.490436971176572,Mr. Andrew J. Nowinski,0.2299948340179613,male,Piper Sandler Companies,"('FTNT', '2018 q2')",0.0
15151,NLOK,2018 q2,4510,0.5394752293319817,Mr. Andrew J. Nowinski,0.3773814574894826,male,Piper Sandler Companies,"('NLOK', '2018 q2')",0.0
15152,IBM,2018 q2,4510,0.5020666839253335,"Mr. Amit J. Daryanani, CFA",0.1597435109000228,male,RBC Capital Markets,"('IBM', '2018 q2')",0.0
15153,IBM,2018 q2,4510,0.5020666839253335,Sherri Scribner,0.2586955337452929,female,Deutsche Bank,"('IBM', '2018 q2')",0.0
15154,IBM,2018 q2,4510,0.5020666839253335,Wamsi Mohan,0.21323720119271,male,BofA Global Research,"('IBM', '2018 q2')",0.0
15155,IBM,2018 q2,4510,0.5020666839253335,Mr. Mark A. Moskowitz,0.3807915267429231,male,Barclays,"('IBM', '2018 q2')",0.025947120040655136
15156,IBM,2018 q2,4510,0.5020666839253335,Ms. Katy L. Huberty,0.1584098233762582,female,Morgan Stanley,"('IBM', '2018 q2')",0.0
15157,INTU,2018 q2,4510,0.5772064002624852,Mr. Michael B. Nemeroff,0.5522342358039054,male,Credit Suisse,"('INTU', '2018 q2')",0.0
15158,INTU,2018 q2,4510,0.5772064002624852,Credit Suisse Global Product Marketing,0.5046504670585282,Not a person,Credit Suisse,"('INTU', '2018 q2')",0.0
15159,MSFT,2018 q2,4510,0.5881279414401057,Credit Suisse Global Product Marketing,0.6311704684853592,Not a person,Credit Suisse,"('MSFT', '2018 q2')",0.010873079299926758
15160,IT,2018 q2,4510,0.2829598303571993,Ms. Toni M. Kaplan,0.2229474397756585,female,Morgan Stanley,"('IT', '2018 q2')",0.0
15161,IT,2018 q2,4510,0.2829598303571993,"Peter P. Appert, CFA",0.3283884541291877,male,Piper Sandler Companies,"('IT', '2018 q2')",0.0
15162,MA,2018 q2,4510,0.3933795255090163,Mr. Moshe Orenbuch,0.1330667781037592,male,Credit Suisse,"('MA', '2018 q2')",0.0
15163,PYPL,2018 q2,4510,0.4458062780241055,Mr. Moshe Orenbuch,0.6626858176610365,male,Credit Suisse,"('PYPL', '2018 q2')",0.0
15164,V,2018 q2,4510,0.5105115736034909,Mr. Moshe Orenbuch,0.1303602219723175,male,Credit Suisse,"('V', '2018 q2')",0.0
15165,MA,2018 q2,4510,0.3933795255090163,"Mr. Christopher R. Donat, CFA",0.1011263882920588,male,Sandler O'Neill & Partners,"('MA', '2018 q2')",0.0
15166,V,2018 q2,4510,0.5105115736034909,"Mr. Christopher R. Donat, CFA",0.2526896108848919,male,Sandler O'Neill & Partners,"('V', '2018 q2')",0.0
15167,NLOK,2018 q2,4510,0.5394752293319817,Mr. Joel P. Fishbein,0.2444890542776413,male,BTIG,"('NLOK', '2018 q2')",0.03576520085334778
15168,NOW,2018 q2,4510,0.4343465829357192,Mr. Joel P. Fishbein,0.1282036132574367,male,BTIG,"('NOW', '2018 q2')",0.0
15169,NLOK,2018 q2,4510,0.5394752293319817,Erik L. Suppiger,0.1365286748212914,male,JMP Securities,"('NLOK', '2018 q2')",0.0
15170,NOW,2018 q2,4510,0.4343465829357192,"Mr. Justin A. Furby, CFA",0.0900270690236494,male,William Blair & Company,"('NOW', '2018 q2')",0.0
15171,NOW,2018 q2,4510,0.4343465829357192,Mr. Jonathan Kees,0.078864212585291,male,Summit Insights Group,"('NOW', '2018 q2')",0.008000114001333714
15172,PAYC,2018 q2,4510,0.4658886351592836,Mr. David E. Hynes Jr.,0.732653307903565,male,Canaccord Genuity,"('PAYC', '2018 q2')",0.03333333507180214
15173,PAYC,2018 q2,4510,0.4658886351592836,Shankar Subramanian,0.3172765968649486,male,BofA Global Research,"('PAYC', '2018 q2')",0.0
15174,PYPL,2018 q2,4510,0.4458062780241055,Bradley A. Berning,0.1237054681390847,male,Craig Hallum,"('PYPL', '2018 q2')",0.00930975191295147
15175,PYPL,2018 q2,4510,0.4458062780241055,"Mr. Michael Graham, CFA",0.1693133858046419,male,Canaccord Genuity,"('PYPL', '2018 q2')",0.011066877283155918
15176,PYPL,2018 q2,4510,0.4458062780241055,Mr. Jim Sinegal,0.6786154308478574,male,"Morningstar, Inc.","('PYPL', '2018 q2')",0.011043194681406021
15177,V,2018 q2,4510,0.5105115736034909,Mr. Jim Sinegal,0.6343243441613279,male,"Morningstar, Inc.","('V', '2018 q2')",0.0
15178,PYPL,2018 q2,4510,0.4458062780241055,"Mr. Michael M. Tarkan, CFA",0.1138021984931456,male,Compass Point Research & Trading LLC,"('PYPL', '2018 q2')",0.0
15179,SNPS,2018 q2,4510,0.897019876474195,Mr. Gary W. Mobley,0.897019876474195,male,The Benchmark Company LLC,"('SNPS', '2018 q2')",0.0
15180,VRSN,2018 q2,4510,0.9551792590857175,Mita Mehta,0.9512421469588064,female,Crispidea,"('VRSN', '2018 q2')",0.1515147164463997
15181,ACN,2018 q3,4510,0.6544251272224586,"Mr. David M. Togut, CFA",0.2812040931086135,male,EVERCORE ISI,"('ACN', '2018 q3')",0.0
15182,ADS,2018 q3,4510,0.6354043709814448,"Mr. David M. Togut, CFA",0.2632296895380428,male,EVERCORE ISI,"('ADS', '2018 q3')",0.0
15183,CTSH,2018 q3,4510,0.5709004299298203,"Mr. David M. Togut, CFA",0.1817542014810438,male,EVERCORE ISI,"('CTSH', '2018 q3')",0.0
15184,FIS,2018 q3,4510,0.5926845670721963,"Mr. David M. Togut, CFA",0.3022184104109219,male,EVERCORE ISI,"('FIS', '2018 q3')",0.0
15185,FLT,2018 q3,4510,0.4502545098239978,"Mr. David M. Togut, CFA",0.1533927088032985,male,EVERCORE ISI,"('FLT', '2018 q3')",0.0
15186,GPN,2018 q3,4510,0.4550565418996136,"Mr. David M. Togut, CFA",0.1133627411579211,male,EVERCORE ISI,"('GPN', '2018 q3')",0.0
15187,JKHY,2018 q3,4510,0.2710187497116401,"Mr. David M. Togut, CFA",0.0794297077587069,male,EVERCORE ISI,"('JKHY', '2018 q3')",0.03333333507180214
15188,MA,2018 q3,4510,0.5860261298687895,"Mr. David M. Togut, CFA",0.2874008653094613,male,EVERCORE ISI,"('MA', '2018 q3')",0.0
15189,PYPL,2018 q3,4510,0.3784372685667635,"Mr. David M. Togut, CFA",0.261569213480481,male,EVERCORE ISI,"('PYPL', '2018 q3')",0.0
15190,V,2018 q3,4510,0.4811332118551551,"Mr. David M. Togut, CFA",0.1524582127924349,male,EVERCORE ISI,"('V', '2018 q3')",0.0
15191,ACN,2018 q3,4510,0.6544251272224586,"Daniel R. Perlin, CFA",0.6259113718613354,male,RBC Capital Markets,"('ACN', '2018 q3')",0.03333333507180214
15192,ADS,2018 q3,4510,0.6354043709814448,"Daniel R. Perlin, CFA",0.239033904960852,male,RBC Capital Markets,"('ADS', '2018 q3')",0.0
15193,CTSH,2018 q3,4510,0.5709004299298203,"Daniel R. Perlin, CFA",0.1185173598334238,male,RBC Capital Markets,"('CTSH', '2018 q3')",0.0
15194,DXC,2018 q3,4510,0.5828049404567577,"Daniel R. Perlin, CFA",0.1613312532404921,male,RBC Capital Markets,"('DXC', '2018 q3')",0.0
15195,FIS,2018 q3,4510,0.5926845670721963,"Daniel R. Perlin, CFA",0.1598561711014926,male,RBC Capital Markets,"('FIS', '2018 q3')",0.0
15196,FISV,2018 q3,4510,0.7364372168515683,"Daniel R. Perlin, CFA",0.2952970254778608,male,RBC Capital Markets,"('FISV', '2018 q3')",0.010888146236538887
15197,GPN,2018 q3,4510,0.4550565418996136,"Daniel R. Perlin, CFA",0.1076662818690817,male,RBC Capital Markets,"('GPN', '2018 q3')",0.0
15198,JKHY,2018 q3,4510,0.2710187497116401,"Daniel R. Perlin, CFA",0.0794297077587069,male,RBC Capital Markets,"('JKHY', '2018 q3')",0.03333333507180214
15199,MA,2018 q3,4510,0.5860261298687895,"Daniel R. Perlin, CFA",0.1595707759652212,male,RBC Capital Markets,"('MA', '2018 q3')",0.015337510034441948
15200,PYPL,2018 q3,4510,0.3784372685667635,"Daniel R. Perlin, CFA",0.1434680381683636,male,RBC Capital Markets,"('PYPL', '2018 q3')",0.0
15201,V,2018 q3,4510,0.4811332118551551,"Daniel R. Perlin, CFA",0.2452739363738921,male,RBC Capital Markets,"('V', '2018 q3')",0.015404428044954935
15202,WU,2018 q3,4510,0.6929481754295495,"Daniel R. Perlin, CFA",0.6944718842907673,male,RBC Capital Markets,"('WU', '2018 q3')",0.03333333507180214
15203,ACN,2018 q3,4510,0.6544251272224586,Mr. Bryan Keane,0.2705118960572767,male,Deutsche Bank,"('ACN', '2018 q3')",0.0
15204,ADP,2018 q3,4510,0.7120577386601592,Mr. Bryan Keane,0.8856235195014877,male,Deutsche Bank,"('ADP', '2018 q3')",0.0
15205,CTSH,2018 q3,4510,0.5709004299298203,Mr. Bryan Keane,0.2549978252426491,male,Deutsche Bank,"('CTSH', '2018 q3')",0.0
15206,DXC,2018 q3,4510,0.5828049404567577,Mr. Bryan Keane,0.83778745769688,male,Deutsche Bank,"('DXC', '2018 q3')",0.0
15207,FIS,2018 q3,4510,0.5926845670721963,Mr. Bryan Keane,0.1654493899414752,male,Deutsche Bank,"('FIS', '2018 q3')",0.0
15208,FISV,2018 q3,4510,0.7364372168515683,Mr. Bryan Keane,0.8722431287506324,male,Deutsche Bank,"('FISV', '2018 q3')",0.0
15209,GPN,2018 q3,4510,0.4550565418996136,Mr. Bryan Keane,0.5847137954858603,male,Deutsche Bank,"('GPN', '2018 q3')",0.0
15210,MA,2018 q3,4510,0.5860261298687895,Mr. Bryan Keane,0.3015016753600353,male,Deutsche Bank,"('MA', '2018 q3')",0.0
15211,PYPL,2018 q3,4510,0.3784372685667635,Mr. Bryan Keane,0.0832815234282111,male,Deutsche Bank,"('PYPL', '2018 q3')",0.0
15212,V,2018 q3,4510,0.4811332118551551,Mr. Bryan Keane,0.2962362193344121,male,Deutsche Bank,"('V', '2018 q3')",0.0
15213,ACN,2018 q3,4510,0.6544251272224586,Mr. Darrin D. Peller,0.3579056319417226,male,Wolfe Research,"('ACN', '2018 q3')",0.0
15214,ADP,2018 q3,4510,0.7120577386601592,Mr. Darrin D. Peller,0.33555278323845,male,Wolfe Research,"('ADP', '2018 q3')",0.0
15215,ADS,2018 q3,4510,0.6354043709814448,Mr. Darrin D. Peller,0.3095303772485227,male,Wolfe Research,"('ADS', '2018 q3')",0.0
15216,CTSH,2018 q3,4510,0.5709004299298203,Mr. Darrin D. Peller,0.2951679068464052,male,Wolfe Research,"('CTSH', '2018 q3')",0.0
15217,DXC,2018 q3,4510,0.5828049404567577,Mr. Darrin D. Peller,0.2559292606338528,male,Wolfe Research,"('DXC', '2018 q3')",0.0
15218,FIS,2018 q3,4510,0.5926845670721963,Mr. Darrin D. Peller,0.2655666889497181,male,Wolfe Research,"('FIS', '2018 q3')",0.0
15219,FISV,2018 q3,4510,0.7364372168515683,Mr. Darrin D. Peller,0.4292583079922021,male,Wolfe Research,"('FISV', '2018 q3')",0.0
15220,FLT,2018 q3,4510,0.4502545098239978,Mr. Darrin D. Peller,0.2227748389227541,male,Wolfe Research,"('FLT', '2018 q3')",0.0
15221,GPN,2018 q3,4510,0.4550565418996136,Mr. Darrin D. Peller,0.1278838169350681,male,Wolfe Research,"('GPN', '2018 q3')",0.0
15222,MA,2018 q3,4510,0.5860261298687895,Mr. Darrin D. Peller,0.1899163794683937,male,Wolfe Research,"('MA', '2018 q3')",0.0
15223,PAYX,2018 q3,4510,0.4336166300946581,Mr. Darrin D. Peller,0.3340552269118801,male,Wolfe Research,"('PAYX', '2018 q3')",0.0
15224,PYPL,2018 q3,4510,0.3784372685667635,Mr. Darrin D. Peller,0.1271215148133229,male,Wolfe Research,"('PYPL', '2018 q3')",0.0
15225,V,2018 q3,4510,0.4811332118551551,Mr. Darrin D. Peller,0.1286096056951716,male,Wolfe Research,"('V', '2018 q3')",0.0
15226,WU,2018 q3,4510,0.6929481754295495,Mr. Darrin D. Peller,0.415371601867278,male,Wolfe Research,"('WU', '2018 q3')",0.0
15227,ACN,2018 q3,4510,0.6544251272224586,Mr. James E. Friedman,0.8749958635637202,male,Susquehanna Financial Group LLLP,"('ACN', '2018 q3')",0.0
15228,ADS,2018 q3,4510,0.6354043709814448,Mr. James E. Friedman,0.7676097173070475,male,Susquehanna Financial Group LLLP,"('ADS', '2018 q3')",0.0
15229,CTSH,2018 q3,4510,0.5709004299298203,Mr. James E. Friedman,0.9430299012622008,male,Susquehanna Financial Group LLLP,"('CTSH', '2018 q3')",0.0
15230,GPN,2018 q3,4510,0.4550565418996136,Mr. James E. Friedman,0.8815912719462177,male,Susquehanna Financial Group LLLP,"('GPN', '2018 q3')",0.0
15231,MA,2018 q3,4510,0.5860261298687895,Mr. James E. Friedman,0.9357886834463792,male,Susquehanna Financial Group LLLP,"('MA', '2018 q3')",0.0
15232,PYPL,2018 q3,4510,0.3784372685667635,Mr. James E. Friedman,0.8474133264315142,male,Susquehanna Financial Group LLLP,"('PYPL', '2018 q3')",0.0
15233,V,2018 q3,4510,0.4811332118551551,Mr. James E. Friedman,0.7661811411510224,male,Susquehanna Financial Group LLLP,"('V', '2018 q3')",0.0
15234,WU,2018 q3,4510,0.6929481754295495,Mr. James E. Friedman,0.9292936427215736,male,Susquehanna Financial Group LLLP,"('WU', '2018 q3')",0.0
15235,ACN,2018 q3,4510,0.6544251272224586,"Edward S. Caso, Jr",0.2504416648431035,male,"Wells Fargo Securities, LLC","('ACN', '2018 q3')",0.0
15236,CTSH,2018 q3,4510,0.5709004299298203,"Edward S. Caso, Jr",0.1036612890357015,male,"Wells Fargo Securities, LLC","('CTSH', '2018 q3')",0.0
15237,DXC,2018 q3,4510,0.5828049404567577,"Edward S. Caso, Jr",0.2520221840802357,male,"Wells Fargo Securities, LLC","('DXC', '2018 q3')",0.0
15238,ACN,2018 q3,4510,0.6544251272224586,Mr. Andrew Lange,0.8403774517632078,male,"Morningstar, Inc.","('ACN', '2018 q3')",0.0
15239,ADSK,2018 q3,4510,0.4748439219156556,Mr. Andrew Lange,0.8689246610144455,male,"Morningstar, Inc.","('ADSK', '2018 q3')",0.0
15240,CRM,2018 q3,4510,0.522429645055714,Mr. Andrew Lange,0.4325158337950485,male,"Morningstar, Inc.","('CRM', '2018 q3')",0.0
15241,CTXS,2018 q3,4510,0.575825280442721,Mr. Andrew Lange,0.6350062598621729,male,"Morningstar, Inc.","('CTXS', '2018 q3')",0.0
15242,DXC,2018 q3,4510,0.5828049404567577,Mr. Andrew Lange,0.8714004812823848,male,"Morningstar, Inc.","('DXC', '2018 q3')",0.0
15243,IBM,2018 q3,4510,0.5834553676567895,Mr. Andrew Lange,0.6268059080731242,male,"Morningstar, Inc.","('IBM', '2018 q3')",0.0
15244,INTU,2018 q3,4510,0.6700491923965686,Mr. Andrew Lange,0.7890795454789211,male,"Morningstar, Inc.","('INTU', '2018 q3')",0.0
15245,MSFT,2018 q3,4510,0.5163683319858063,Mr. Andrew Lange,0.4213659011823591,male,"Morningstar, Inc.","('MSFT', '2018 q3')",0.0
15246,ACN,2018 q3,4510,0.6544251272224586,Mr. Krishna BS,0.6541934046765299,male,Crispidea,"('ACN', '2018 q3')",0.0
15247,CTSH,2018 q3,4510,0.5709004299298203,Mr. Krishna BS,0.7672971352880735,male,Crispidea,"('CTSH', '2018 q3')",0.0
15248,IBM,2018 q3,4510,0.5834553676567895,Mr. Krishna BS,0.6422624846116979,male,Crispidea,"('IBM', '2018 q3')",0.0
15249,ACN,2018 q3,4510,0.6544251272224586,Avishai Kantor,0.2449718853959043,male,Cowen and Company,"('ACN', '2018 q3')",0.0
15250,ACN,2018 q3,4510,0.6544251272224586,Mr. Christopher A. Jacobson,0.4777176679023701,male,Susquehanna Financial Group LLLP,"('ACN', '2018 q3')",0.08455580472946167
15251,ACN,2018 q3,4510,0.6544251272224586,"Mr Charles Brennan, CFA",0.4693069982698961,male,Credit Suisse,"('ACN', '2018 q3')",0.0
15252,ACN,2018 q3,4510,0.6544251272224586,"Mr. Frank Atkins, CFA",0.2184991182280599,male,SunTrust Robinson Humphrey Capital Markets,"('ACN', '2018 q3')",0.0
15253,CTSH,2018 q3,4510,0.5709004299298203,"Mr. Frank Atkins, CFA",0.0931239548573727,male,SunTrust Robinson Humphrey Capital Markets,"('CTSH', '2018 q3')",0.0
15254,DXC,2018 q3,4510,0.5828049404567577,"Mr. Frank Atkins, CFA",0.1973982415069948,male,SunTrust Robinson Humphrey Capital Markets,"('DXC', '2018 q3')",0.0
15255,ACN,2018 q3,4510,0.6544251272224586,David Holt,0.7647202085158122,male,CFRA Equity Research,"('ACN', '2018 q3')",0.0
15256,ADP,2018 q3,4510,0.7120577386601592,David Holt,0.6988289172734957,male,CFRA Equity Research,"('ADP', '2018 q3')",0.0
15257,ADS,2018 q3,4510,0.6354043709814448,David Holt,0.6826703512544191,male,CFRA Equity Research,"('ADS', '2018 q3')",0.0
15258,CTSH,2018 q3,4510,0.5709004299298203,David Holt,0.7272881570435571,male,CFRA Equity Research,"('CTSH', '2018 q3')",0.0
15259,DXC,2018 q3,4510,0.5828049404567577,David Holt,0.7103832040485474,male,CFRA Equity Research,"('DXC', '2018 q3')",0.0
15260,FIS,2018 q3,4510,0.5926845670721963,David Holt,0.5983246269713546,male,CFRA Equity Research,"('FIS', '2018 q3')",0.0
15261,FISV,2018 q3,4510,0.7364372168515683,David Holt,0.6631846828503808,male,CFRA Equity Research,"('FISV', '2018 q3')",0.0
15262,FLT,2018 q3,4510,0.4502545098239978,David Holt,0.5430156677687413,male,CFRA Equity Research,"('FLT', '2018 q3')",0.0
15263,GPN,2018 q3,4510,0.4550565418996136,David Holt,0.5524100715061606,male,CFRA Equity Research,"('GPN', '2018 q3')",0.0
15264,IBM,2018 q3,4510,0.5834553676567895,David Holt,0.7322562334603615,male,CFRA Equity Research,"('IBM', '2018 q3')",0.0
15265,IT,2018 q3,4510,0.5929701242854928,David Holt,0.7298595326470286,male,CFRA Equity Research,"('IT', '2018 q3')",0.011024120263755322
15266,JKHY,2018 q3,4510,0.2710187497116401,David Holt,0.8130562491349227,male,CFRA Equity Research,"('JKHY', '2018 q3')",0.0
15267,PAYX,2018 q3,4510,0.4336166300946581,David Holt,0.5256770134225405,male,CFRA Equity Research,"('PAYX', '2018 q3')",0.0
15268,ADBE,2018 q3,4510,0.6128123769142879,Mr. Ravindra kulkarni,0.4880351129683725,male,Crispidea,"('ADBE', '2018 q3')",0.0
15269,CRM,2018 q3,4510,0.522429645055714,Mr. Ravindra kulkarni,0.5999735435343452,male,Crispidea,"('CRM', '2018 q3')",0.0
15270,MSFT,2018 q3,4510,0.5163683319858063,Mr. Ravindra kulkarni,0.4781120957034033,male,Crispidea,"('MSFT', '2018 q3')",0.0
15271,NLOK,2018 q3,4510,0.5974862971528264,Mr. Ravindra kulkarni,0.482129993470954,male,Crispidea,"('NLOK', '2018 q3')",0.015030828304588795
15272,NOW,2018 q3,4510,0.529702112900528,Mr. Ravindra kulkarni,0.611301298713084,male,Crispidea,"('NOW', '2018 q3')",0.0
15273,ORCL,2018 q3,4510,0.5781939002510865,Mr. Ravindra kulkarni,0.5006702796583338,male,Crispidea,"('ORCL', '2018 q3')",0.0
15274,ADBE,2018 q3,4510,0.6128123769142879,Mr. Ross S. MacMillan,0.2235247468745655,male,RBC Capital Markets,"('ADBE', '2018 q3')",0.0
15275,CRM,2018 q3,4510,0.522429645055714,Mr. Ross S. MacMillan,0.1138963166217545,male,RBC Capital Markets,"('CRM', '2018 q3')",0.0
15276,INTU,2018 q3,4510,0.6700491923965686,Mr. Ross S. MacMillan,0.3179233650113169,male,RBC Capital Markets,"('INTU', '2018 q3')",0.0
15277,MSFT,2018 q3,4510,0.5163683319858063,Mr. Ross S. MacMillan,0.1167672400169787,male,RBC Capital Markets,"('MSFT', '2018 q3')",0.0
15278,ORCL,2018 q3,4510,0.5781939002510865,Mr. Ross S. MacMillan,0.2235713041796647,male,RBC Capital Markets,"('ORCL', '2018 q3')",0.0
15279,PAYC,2018 q3,4510,0.3554021366259796,Mr. Ross S. MacMillan,0.1844399065151904,male,RBC Capital Markets,"('PAYC', '2018 q3')",0.0
15280,ADBE,2018 q3,4510,0.6128123769142879,Mr. Brent J. Thill,0.2055848611781702,male,Jefferies,"('ADBE', '2018 q3')",0.0
15281,INTU,2018 q3,4510,0.6700491923965686,Mr. Brent J. Thill,0.2542283455433794,male,Jefferies,"('INTU', '2018 q3')",0.0
15282,PYPL,2018 q3,4510,0.3784372685667635,Mr. Brent J. Thill,0.0767451815711931,male,Jefferies,"('PYPL', '2018 q3')",0.0
15283,ADBE,2018 q3,4510,0.6128123769142879,Mr. Ali Mogharabi,0.6960346225126934,male,"Morningstar, Inc.","('ADBE', '2018 q3')",0.0
15284,ADBE,2018 q3,4510,0.6128123769142879,Mr. Alex Zukin,0.2573978629068065,male,Piper Sandler Companies,"('ADBE', '2018 q3')",0.0
15285,CRM,2018 q3,4510,0.522429645055714,Mr. Alex Zukin,0.1445718124231529,male,Piper Sandler Companies,"('CRM', '2018 q3')",0.0037980821604530015
15286,MSFT,2018 q3,4510,0.5163683319858063,Mr. Alex Zukin,0.2037411069012971,male,Piper Sandler Companies,"('MSFT', '2018 q3')",0.0
15287,NOW,2018 q3,4510,0.529702112900528,Mr. Alex Zukin,0.2326290644081675,male,Piper Sandler Companies,"('NOW', '2018 q3')",0.020228976383805275
15288,ADBE,2018 q3,4510,0.6128123769142879,Mr. Scott H. Kessler,0.8042832343944915,male,CFRA Equity Research,"('ADBE', '2018 q3')",0.0
15289,ADSK,2018 q3,4510,0.4748439219156556,Mr. Scott H. Kessler,0.7724121327424707,male,CFRA Equity Research,"('ADSK', '2018 q3')",0.0
15290,AKAM,2018 q3,4510,0.5553846228831452,Mr. Scott H. Kessler,0.8910925277889443,male,CFRA Equity Research,"('AKAM', '2018 q3')",0.0
15291,CRM,2018 q3,4510,0.522429645055714,Mr. Scott H. Kessler,0.7238604860528488,male,CFRA Equity Research,"('CRM', '2018 q3')",0.0
15292,CTXS,2018 q3,4510,0.575825280442721,Mr. Scott H. Kessler,0.7739729616306743,male,CFRA Equity Research,"('CTXS', '2018 q3')",0.0
15293,INTU,2018 q3,4510,0.6700491923965686,Mr. Scott H. Kessler,0.8878988540258319,male,CFRA Equity Research,"('INTU', '2018 q3')",0.0
15294,MA,2018 q3,4510,0.5860261298687895,Mr. Scott H. Kessler,0.6045332249762274,male,CFRA Equity Research,"('MA', '2018 q3')",0.0
15295,MSFT,2018 q3,4510,0.5163683319858063,Mr. Scott H. Kessler,0.8162587821715018,male,CFRA Equity Research,"('MSFT', '2018 q3')",0.0
15296,NOW,2018 q3,4510,0.529702112900528,Mr. Scott H. Kessler,0.7641116960241268,male,CFRA Equity Research,"('NOW', '2018 q3')",0.0
15297,ORCL,2018 q3,4510,0.5781939002510865,Mr. Scott H. Kessler,0.6887914195799926,male,CFRA Equity Research,"('ORCL', '2018 q3')",0.0
15298,PYPL,2018 q3,4510,0.3784372685667635,Mr. Scott H. Kessler,0.4772924517582343,male,CFRA Equity Research,"('PYPL', '2018 q3')",0.0
15299,SNPS,2018 q3,4510,0.5519499644618269,Mr. Scott H. Kessler,0.8812509279629932,male,CFRA Equity Research,"('SNPS', '2018 q3')",0.0
15300,V,2018 q3,4510,0.4811332118551551,Mr. Scott H. Kessler,0.623002163310686,male,CFRA Equity Research,"('V', '2018 q3')",0.0
15301,VRSN,2018 q3,4510,0.9638310814136366,Mr. Scott H. Kessler,0.9638310814136366,male,CFRA Equity Research,"('VRSN', '2018 q3')",0.0
15302,WU,2018 q3,4510,0.6929481754295495,Mr. Scott H. Kessler,0.6768597252674141,male,CFRA Equity Research,"('WU', '2018 q3')",0.0
15303,ADBE,2018 q3,4510,0.6128123769142879,Kash Rangan,0.4075451316638336,male,BofA Global Research,"('ADBE', '2018 q3')",0.0
15304,ADSK,2018 q3,4510,0.4748439219156556,Kash Rangan,0.4820325869998319,male,BofA Global Research,"('ADSK', '2018 q3')",0.0
15305,CRM,2018 q3,4510,0.522429645055714,Kash Rangan,0.3178800673545757,male,BofA Global Research,"('CRM', '2018 q3')",0.0
15306,INTU,2018 q3,4510,0.6700491923965686,Kash Rangan,0.5033317816349234,male,BofA Global Research,"('INTU', '2018 q3')",0.0
15307,MSFT,2018 q3,4510,0.5163683319858063,Kash Rangan,0.3861452981461429,male,BofA Global Research,"('MSFT', '2018 q3')",0.008564994670450687
15308,NOW,2018 q3,4510,0.529702112900528,Kash Rangan,0.4427590753880174,male,BofA Global Research,"('NOW', '2018 q3')",0.0
15309,ORCL,2018 q3,4510,0.5781939002510865,Kash Rangan,0.2651467887559426,male,BofA Global Research,"('ORCL', '2018 q3')",0.0
15310,ADBE,2018 q3,4510,0.6128123769142879,"Kenneth Wong, CFA",0.5283388375486374,male,Guggenheim Securities LLC,"('ADBE', '2018 q3')",0.015563421882689
15311,INTU,2018 q3,4510,0.6700491923965686,"Kenneth Wong, CFA",0.3022848385978878,male,Guggenheim Securities LLC,"('INTU', '2018 q3')",0.0
15312,ADBE,2018 q3,4510,0.6128123769142879,"Keith E. Weiss, CFA",0.2078756119365555,male,Morgan Stanley,"('ADBE', '2018 q3')",0.0
15313,ADSK,2018 q3,4510,0.4748439219156556,"Keith E. Weiss, CFA",0.1946992683041618,male,Morgan Stanley,"('ADSK', '2018 q3')",0.0063367439433932304
15314,CRM,2018 q3,4510,0.522429645055714,"Keith E. Weiss, CFA",0.1969164092666055,male,Morgan Stanley,"('CRM', '2018 q3')",0.0
15315,CTXS,2018 q3,4510,0.575825280442721,"Keith E. Weiss, CFA",0.4322673258568956,male,Morgan Stanley,"('CTXS', '2018 q3')",0.0
15316,INTU,2018 q3,4510,0.6700491923965686,"Keith E. Weiss, CFA",0.6715021925218688,male,Morgan Stanley,"('INTU', '2018 q3')",0.0
15317,MSFT,2018 q3,4510,0.5163683319858063,"Keith E. Weiss, CFA",0.144864823996875,male,Morgan Stanley,"('MSFT', '2018 q3')",0.0
15318,NLOK,2018 q3,4510,0.5974862971528264,"Keith E. Weiss, CFA",0.1508760261162528,male,Morgan Stanley,"('NLOK', '2018 q3')",0.0
15319,ORCL,2018 q3,4510,0.5781939002510865,"Keith E. Weiss, CFA",0.1589139678098692,male,Morgan Stanley,"('ORCL', '2018 q3')",0.011751457117497921
15320,ADBE,2018 q3,4510,0.6128123769142879,"Mr. Saket Kalia, CFA, CFA",0.4730901641409663,male,Barclays,"('ADBE', '2018 q3')",0.0
15321,ADSK,2018 q3,4510,0.4748439219156556,"Mr. Saket Kalia, CFA, CFA",0.1787028815176273,male,Barclays,"('ADSK', '2018 q3')",0.027598019689321518
15322,FTNT,2018 q3,4510,0.4641126640406597,"Mr. Saket Kalia, CFA, CFA",0.1085108571895759,male,Barclays,"('FTNT', '2018 q3')",0.0
15323,ADBE,2018 q3,4510,0.6128123769142879,Mr. Brian J. Schwartz,0.1857186292533975,male,"Oppenheimer & Co., Inc.","('ADBE', '2018 q3')",0.0
15324,ADSK,2018 q3,4510,0.4748439219156556,Mr. Brian J. Schwartz,0.1987160069838863,male,"Oppenheimer & Co., Inc.","('ADSK', '2018 q3')",0.0
15325,NOW,2018 q3,4510,0.529702112900528,Mr. Brian J. Schwartz,0.1145384337952477,male,"Oppenheimer & Co., Inc.","('NOW', '2018 q3')",0.0
15326,ORCL,2018 q3,4510,0.5781939002510865,Mr. Brian J. Schwartz,0.1648467302046624,male,"Oppenheimer & Co., Inc.","('ORCL', '2018 q3')",0.0
15327,PAYC,2018 q3,4510,0.3554021366259796,Mr. Brian J. Schwartz,0.1531356495611237,male,"Oppenheimer & Co., Inc.","('PAYC', '2018 q3')",0.0
15328,ADBE,2018 q3,4510,0.6128123769142879,Mr. J. Derrick Wood,0.1537427458589276,male,Cowen and Company,"('ADBE', '2018 q3')",0.0
15329,CRM,2018 q3,4510,0.522429645055714,Mr. J. Derrick Wood,0.1368688242681093,male,Cowen and Company,"('CRM', '2018 q3')",0.0041762422770261765
15330,NOW,2018 q3,4510,0.529702112900528,Mr. J. Derrick Wood,0.112950473342766,male,Cowen and Company,"('NOW', '2018 q3')",0.0
15331,ORCL,2018 q3,4510,0.5781939002510865,Mr. J. Derrick Wood,0.1678819065996234,male,Cowen and Company,"('ORCL', '2018 q3')",0.0
15332,ADBE,2018 q3,4510,0.6128123769142879,Mr. Brad A. Zelnick,0.3412184015497435,male,Credit Suisse,"('ADBE', '2018 q3')",0.0
15333,ADSK,2018 q3,4510,0.4748439219156556,Mr. Brad A. Zelnick,0.3345744007995908,male,Credit Suisse,"('ADSK', '2018 q3')",0.0
15334,CRM,2018 q3,4510,0.522429645055714,Mr. Brad A. Zelnick,0.2608717271055249,male,Credit Suisse,"('CRM', '2018 q3')",0.0
15335,FTNT,2018 q3,4510,0.4641126640406597,Mr. Brad A. Zelnick,0.1752762721825423,male,Credit Suisse,"('FTNT', '2018 q3')",0.0
15336,INTU,2018 q3,4510,0.6700491923965686,Mr. Brad A. Zelnick,0.4473049926774771,male,Credit Suisse,"('INTU', '2018 q3')",0.0
15337,MSFT,2018 q3,4510,0.5163683319858063,Mr. Brad A. Zelnick,0.2704563627539528,male,Credit Suisse,"('MSFT', '2018 q3')",0.0
15338,NLOK,2018 q3,4510,0.5974862971528264,Mr. Brad A. Zelnick,0.2719357443466303,male,Credit Suisse,"('NLOK', '2018 q3')",0.0
15339,NOW,2018 q3,4510,0.529702112900528,Mr. Brad A. Zelnick,0.2206351330632461,male,Credit Suisse,"('NOW', '2018 q3')",0.0
15340,PAYC,2018 q3,4510,0.3554021366259796,Mr. Brad A. Zelnick,0.5617305819485174,male,Credit Suisse,"('PAYC', '2018 q3')",0.0
15341,ADBE,2018 q3,4510,0.6128123769142879,Credit Suisse Global Product Marketing,0.7916937623363077,Not a person,Credit Suisse,"('ADBE', '2018 q3')",0.0
15342,ADSK,2018 q3,4510,0.4748439219156556,Credit Suisse Global Product Marketing,0.2868507421374559,Not a person,Credit Suisse,"('ADSK', '2018 q3')",0.0
15343,AKAM,2018 q3,4510,0.5553846228831452,Credit Suisse Global Product Marketing,0.5586155437918926,Not a person,Credit Suisse,"('AKAM', '2018 q3')",0.0
15344,CRM,2018 q3,4510,0.522429645055714,Credit Suisse Global Product Marketing,0.4781090828153204,Not a person,Credit Suisse,"('CRM', '2018 q3')",0.0
15345,INTU,2018 q3,4510,0.6700491923965686,Credit Suisse Global Product Marketing,0.5765458140384653,Not a person,Credit Suisse,"('INTU', '2018 q3')",0.0
15346,MA,2018 q3,4510,0.5860261298687895,Credit Suisse Global Product Marketing,0.5436192769563928,Not a person,Credit Suisse,"('MA', '2018 q3')",0.011342539452016354
15347,ADBE,2018 q3,4510,0.6128123769142879,"Richard Davis, CFA",0.3381002764708881,male,Canaccord Genuity,"('ADBE', '2018 q3')",0.01913672871887684
15348,ADSK,2018 q3,4510,0.4748439219156556,"Richard Davis, CFA",0.2626631239491984,male,Canaccord Genuity,"('ADSK', '2018 q3')",0.008471534587442875
15349,CRM,2018 q3,4510,0.522429645055714,"Richard Davis, CFA",0.4181303978507539,male,Canaccord Genuity,"('CRM', '2018 q3')",0.024208514019846916
15350,MSFT,2018 q3,4510,0.5163683319858063,"Richard Davis, CFA",0.2920451904286235,male,Canaccord Genuity,"('MSFT', '2018 q3')",0.015221639536321163
15351,NOW,2018 q3,4510,0.529702112900528,"Richard Davis, CFA",0.1467094781430033,male,Canaccord Genuity,"('NOW', '2018 q3')",0.01437856163829565
15352,ADBE,2018 q3,4510,0.6128123769142879,SADIF Research,0.9761397967148836,Not a person,Sadif Analytics Prime,"('ADBE', '2018 q3')",0.9040541052818298
15353,ADS,2018 q3,4510,0.6354043709814448,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ADS', '2018 q3')",0.9600731134414673
15354,AKAM,2018 q3,4510,0.5553846228831452,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('AKAM', '2018 q3')",0.9733774662017822
15355,CTSH,2018 q3,4510,0.5709004299298203,SADIF Research,0.9844773893098276,Not a person,Sadif Analytics Prime,"('CTSH', '2018 q3')",0.9500155448913574
15356,CTXS,2018 q3,4510,0.575825280442721,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CTXS', '2018 q3')",0.9622660875320435
15357,FIS,2018 q3,4510,0.5926845670721963,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FIS', '2018 q3')",0.9565914273262024
15358,FISV,2018 q3,4510,0.7364372168515683,SADIF Research,0.9818394974330662,Not a person,Sadif Analytics Prime,"('FISV', '2018 q3')",0.9537298083305359
15359,MA,2018 q3,4510,0.5860261298687895,SADIF Research,0.9653332939862944,Not a person,Sadif Analytics Prime,"('MA', '2018 q3')",0.9420105218887329
15360,ADBE,2018 q3,4510,0.6128123769142879,Mr. Patrick D. Walravens,0.2094890388699274,male,JMP Securities,"('ADBE', '2018 q3')",0.0
15361,ADP,2018 q3,4510,0.7120577386601592,Mr. Nandan G. Amladi,0.5532910012217462,male,Guggenheim Securities LLC,"('ADP', '2018 q3')",0.0
15362,ADP,2018 q3,4510,0.7120577386601592,Kevin D. McVeigh,0.6613550792890095,male,Credit Suisse,"('ADP', '2018 q3')",0.0
15363,ADP,2018 q3,4510,0.7120577386601592,Kartik Mehta,0.6101723821011515,male,Northcoast Research,"('ADP', '2018 q3')",0.018884433433413506
15364,PAYX,2018 q3,4510,0.4336166300946581,Kartik Mehta,0.3618743330342531,male,Northcoast Research,"('PAYX', '2018 q3')",0.010153872892260551
15365,ADS,2018 q3,4510,0.6354043709814448,"Mr. John D. Kernan, CFA",0.6870726166133309,male,Cowen and Company,"('ADS', '2018 q3')",0.0
15366,ADS,2018 q3,4510,0.6354043709814448,Mr. Kenneth M. Bruce,0.2993860636923496,male,BofA Global Research,"('ADS', '2018 q3')",0.0
15367,ADS,2018 q3,4510,0.6354043709814448,"Mr. Vincent A. Caintic, CFA",0.3344012164611883,male,Stephens Inc.,"('ADS', '2018 q3')",0.01550701508919398
15368,ADS,2018 q3,4510,0.6354043709814448,Mr. Paul Condra,0.5811767200503025,male,Credit Suisse,"('ADS', '2018 q3')",0.0
15369,FIS,2018 q3,4510,0.5926845670721963,Mr. Paul Condra,0.2876118703610056,male,Credit Suisse,"('FIS', '2018 q3')",0.0
15370,FISV,2018 q3,4510,0.7364372168515683,Mr. Paul Condra,0.8523808995222159,male,Credit Suisse,"('FISV', '2018 q3')",0.0
15371,FLT,2018 q3,4510,0.4502545098239978,Mr. Paul Condra,0.3588370040494967,male,Credit Suisse,"('FLT', '2018 q3')",0.0
15372,GPN,2018 q3,4510,0.4550565418996136,Mr. Paul Condra,0.257686698771322,male,Credit Suisse,"('GPN', '2018 q3')",0.0
15373,ADS,2018 q3,4510,0.6354043709814448,"Mr. Jason S. Deleeuw, CFA",0.2112463634827905,male,Piper Sandler Companies,"('ADS', '2018 q3')",0.0
15374,GPN,2018 q3,4510,0.4550565418996136,"Mr. Jason S. Deleeuw, CFA",0.0828894009010158,male,Piper Sandler Companies,"('GPN', '2018 q3')",0.0
15375,PYPL,2018 q3,4510,0.3784372685667635,"Mr. Jason S. Deleeuw, CFA",0.1296944091610888,male,Piper Sandler Companies,"('PYPL', '2018 q3')",0.0
15376,V,2018 q3,4510,0.4811332118551551,"Mr. Jason S. Deleeuw, CFA",0.0848836437509198,male,Piper Sandler Companies,"('V', '2018 q3')",0.0
15377,ADS,2018 q3,4510,0.6354043709814448,Mr. Georgios Mihalos,0.4162517841626053,male,Cowen and Company,"('ADS', '2018 q3')",0.0
15378,FIS,2018 q3,4510,0.5926845670721963,Mr. Georgios Mihalos,0.655060270171555,male,Cowen and Company,"('FIS', '2018 q3')",0.0
15379,GPN,2018 q3,4510,0.4550565418996136,Mr. Georgios Mihalos,0.6497121173656675,male,Cowen and Company,"('GPN', '2018 q3')",0.0
15380,MA,2018 q3,4510,0.5860261298687895,Mr. Georgios Mihalos,0.5990324781255424,male,Cowen and Company,"('MA', '2018 q3')",0.0
15381,V,2018 q3,4510,0.4811332118551551,Mr. Georgios Mihalos,0.3149284756280173,male,Cowen and Company,"('V', '2018 q3')",0.0
15382,ADS,2018 q3,4510,0.6354043709814448,Mr. Timothy W. Willi,0.1615736326905521,male,"Wells Fargo Securities, LLC","('ADS', '2018 q3')",0.0
15383,FLT,2018 q3,4510,0.4502545098239978,Mr. Timothy W. Willi,0.185083944516269,male,"Wells Fargo Securities, LLC","('FLT', '2018 q3')",0.018040640279650688
15384,GPN,2018 q3,4510,0.4550565418996136,Mr. Timothy W. Willi,0.0666698573273323,male,"Wells Fargo Securities, LLC","('GPN', '2018 q3')",0.005032643210142851
15385,JKHY,2018 q3,4510,0.2710187497116401,Mr. Timothy W. Willi,0.0794297077587069,male,"Wells Fargo Securities, LLC","('JKHY', '2018 q3')",0.03333333507180214
15386,PYPL,2018 q3,4510,0.3784372685667635,Mr. Timothy W. Willi,0.0580805173265938,male,"Wells Fargo Securities, LLC","('PYPL', '2018 q3')",0.0
15387,WU,2018 q3,4510,0.6929481754295495,Mr. Timothy W. Willi,0.2832856939803827,male,"Wells Fargo Securities, LLC","('WU', '2018 q3')",0.0
15388,ADS,2018 q3,4510,0.6354043709814448,Mr. Robert P. Napoli,0.3236826892966912,male,William Blair & Company,"('ADS', '2018 q3')",0.0
15389,FLT,2018 q3,4510,0.4502545098239978,Mr. Robert P. Napoli,0.1618219844440863,male,William Blair & Company,"('FLT', '2018 q3')",0.0
15390,GPN,2018 q3,4510,0.4550565418996136,Mr. Robert P. Napoli,0.120624835884024,male,William Blair & Company,"('GPN', '2018 q3')",0.0
15391,MA,2018 q3,4510,0.5860261298687895,Mr. Robert P. Napoli,0.1511955419962468,male,William Blair & Company,"('MA', '2018 q3')",0.0
15392,V,2018 q3,4510,0.4811332118551551,Mr. Robert P. Napoli,0.0976978690070404,male,William Blair & Company,"('V', '2018 q3')",0.0
15393,ADS,2018 q3,4510,0.6354043709814448,Colin Plunkett,0.5935882548895456,male,"Morningstar, Inc.","('ADS', '2018 q3')",0.0
15394,FIS,2018 q3,4510,0.5926845670721963,Colin Plunkett,0.7094691358202281,male,"Morningstar, Inc.","('FIS', '2018 q3')",0.00700086634606123
15395,FISV,2018 q3,4510,0.7364372168515683,Colin Plunkett,0.7184373501834417,male,"Morningstar, Inc.","('FISV', '2018 q3')",0.0
15396,JKHY,2018 q3,4510,0.2710187497116401,Colin Plunkett,0.0794297077587069,male,"Morningstar, Inc.","('JKHY', '2018 q3')",0.03333333507180214
15397,ADSK,2018 q3,4510,0.4748439219156556,"Mr. Gregg S. Moskowitz, CFA",0.1809720402274152,male,Cowen and Company,"('ADSK', '2018 q3')",0.0
15398,CTXS,2018 q3,4510,0.575825280442721,"Mr. Gregg S. Moskowitz, CFA",0.132769652552169,male,Cowen and Company,"('CTXS', '2018 q3')",0.0
15399,FTNT,2018 q3,4510,0.4641126640406597,"Mr. Gregg S. Moskowitz, CFA",0.5165594923574383,male,Cowen and Company,"('FTNT', '2018 q3')",0.0
15400,MSFT,2018 q3,4510,0.5163683319858063,"Mr. Gregg S. Moskowitz, CFA",0.6433508127864241,male,Cowen and Company,"('MSFT', '2018 q3')",0.0
15401,NLOK,2018 q3,4510,0.5974862971528264,"Mr. Gregg S. Moskowitz, CFA",0.6832180274106369,male,Cowen and Company,"('NLOK', '2018 q3')",0.0
15402,VRSN,2018 q3,4510,0.9638310814136366,"Mr. Gregg S. Moskowitz, CFA",0.9638310814136366,male,Cowen and Company,"('VRSN', '2018 q3')",0.0
15403,ADSK,2018 q3,4510,0.4748439219156556,"Kirk Materne, CFA",0.1761004818999717,male,EVERCORE ISI,"('ADSK', '2018 q3')",0.02271244116127491
15404,CTXS,2018 q3,4510,0.575825280442721,"Kirk Materne, CFA",0.1850535949891668,male,EVERCORE ISI,"('CTXS', '2018 q3')",0.0
15405,FTNT,2018 q3,4510,0.4641126640406597,"Kirk Materne, CFA",0.2202341692526271,male,EVERCORE ISI,"('FTNT', '2018 q3')",0.0
15406,INTU,2018 q3,4510,0.6700491923965686,"Kirk Materne, CFA",0.4351874376432599,male,EVERCORE ISI,"('INTU', '2018 q3')",0.0
15407,MSFT,2018 q3,4510,0.5163683319858063,"Kirk Materne, CFA",0.4169715044732541,male,EVERCORE ISI,"('MSFT', '2018 q3')",0.0
15408,NLOK,2018 q3,4510,0.5974862971528264,"Kirk Materne, CFA",0.2226983332613229,male,EVERCORE ISI,"('NLOK', '2018 q3')",0.0
15409,NOW,2018 q3,4510,0.529702112900528,"Kirk Materne, CFA",0.114734670449915,male,EVERCORE ISI,"('NOW', '2018 q3')",0.0
15410,ADSK,2018 q3,4510,0.4748439219156556,Mr. Steve R. Koenig,0.1467814061021283,male,Wedbush Securities Inc.,"('ADSK', '2018 q3')",0.0
15411,CRM,2018 q3,4510,0.522429645055714,Mr. Steve R. Koenig,0.1370497907657638,male,Wedbush Securities Inc.,"('CRM', '2018 q3')",0.0
15412,ORCL,2018 q3,4510,0.5781939002510865,Mr. Steve R. Koenig,0.2518597623122804,male,Wedbush Securities Inc.,"('ORCL', '2018 q3')",0.0
15413,ADSK,2018 q3,4510,0.4748439219156556,Mr. Alex Tout,0.2570528946910793,male,Deutsche Bank,"('ADSK', '2018 q3')",0.0
15414,ADSK,2018 q3,4510,0.4748439219156556,Mr. Alexander Frankiewicz,0.2723519522669689,male,Berenberg,"('ADSK', '2018 q3')",0.011616324540227652
15415,ADSK,2018 q3,4510,0.4748439219156556,Mr. Stephen D. Bersey,0.1365169062424005,male,MUFG Securities Americas Inc.,"('ADSK', '2018 q3')",0.0
15416,ORCL,2018 q3,4510,0.5781939002510865,Mr. Stephen D. Bersey,0.1955575893837793,male,MUFG Securities Americas Inc.,"('ORCL', '2018 q3')",0.030608390923589468
15417,AKAM,2018 q3,4510,0.5553846228831452,Mr. Andrew J. Nowinski,0.4489930225655816,male,Piper Sandler Companies,"('AKAM', '2018 q3')",0.0
15418,FTNT,2018 q3,4510,0.4641126640406597,Mr. Andrew J. Nowinski,0.2230796012639732,male,Piper Sandler Companies,"('FTNT', '2018 q3')",0.0
15419,NLOK,2018 q3,4510,0.5974862971528264,Mr. Andrew J. Nowinski,0.2367440767512327,male,Piper Sandler Companies,"('NLOK', '2018 q3')",0.0
15420,AKAM,2018 q3,4510,0.5553846228831452,Mr. Robert Sanderson,0.1746299403996538,male,MKM Partners,"('AKAM', '2018 q3')",0.010133597068488598
15421,AKAM,2018 q3,4510,0.5553846228831452,Mr. Vijay Bhagavath,0.3941790035110148,male,Deutsche Bank,"('AKAM', '2018 q3')",0.0
15422,AKAM,2018 q3,4510,0.5553846228831452,Robert Gutman,0.1895412115719514,male,Guggenheim Securities LLC,"('AKAM', '2018 q3')",0.0
15423,AKAM,2018 q3,4510,0.5553846228831452,Greg P Miller,0.2046593374575433,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2018 q3')",0.0
15424,AKAM,2018 q3,4510,0.5553846228831452,"Mr. Jeff L. Van Rhee, CFA",0.2196203919414636,male,Craig Hallum,"('AKAM', '2018 q3')",0.014984088949859142
15425,AKAM,2018 q3,4510,0.5553846228831452,"Jim D. Breen, Jr",0.2541859114057971,male,William Blair & Company,"('AKAM', '2018 q3')",0.0
15426,AKAM,2018 q3,4510,0.5553846228831452,"Timothy K. Horan, CFA",0.1951579897277074,male,"Oppenheimer & Co., Inc.","('AKAM', '2018 q3')",0.0
15427,AKAM,2018 q3,4510,0.5553846228831452,Mr. Gregory R. McDowell,0.2094595386735141,male,JMP Securities,"('AKAM', '2018 q3')",0.0
15428,NOW,2018 q3,4510,0.529702112900528,Mr. Gregory R. McDowell,0.096979130698534,male,JMP Securities,"('NOW', '2018 q3')",0.011141878552734852
15429,AKAM,2018 q3,4510,0.5553846228831452,Mr. Mark S. Mahaney,0.3384008382812009,male,RBC Capital Markets,"('AKAM', '2018 q3')",0.0
15430,BR,2018 q3,4510,0.0,Research Department,,Not a person,SunTrust Robinson Humphrey Capital Markets,"('BR', '2018 q3')",0.0
15431,CRM,2018 q3,4510,0.522429645055714,Richard Nguyen,0.5573977199331743,male,Societe Generale,"('CRM', '2018 q3')",0.0
15432,ORCL,2018 q3,4510,0.5781939002510865,Richard Nguyen,0.650666658837667,male,Societe Generale,"('ORCL', '2018 q3')",0.0
15433,CRM,2018 q3,4510,0.522429645055714,Mr. John DiFucci,0.1572278365963697,male,Jefferies,"('CRM', '2018 q3')",0.007477028916279475
15434,CTXS,2018 q3,4510,0.575825280442721,Mr. John DiFucci,0.1589638554652473,male,Jefferies,"('CTXS', '2018 q3')",0.0
15435,MSFT,2018 q3,4510,0.5163683319858063,Mr. John DiFucci,0.186350767278057,male,Jefferies,"('MSFT', '2018 q3')",0.0
15436,NLOK,2018 q3,4510,0.5974862971528264,Mr. John DiFucci,0.1594700063244282,male,Jefferies,"('NLOK', '2018 q3')",0.0
15437,ORCL,2018 q3,4510,0.5781939002510865,Mr. John DiFucci,0.1130032538807277,male,Jefferies,"('ORCL', '2018 q3')",0.0
15438,CRM,2018 q3,4510,0.522429645055714,William Fitzsimmons,0.3693607938772359,male,"Morningstar, Inc.","('CRM', '2018 q3')",0.0
15439,FTNT,2018 q3,4510,0.4641126640406597,William Fitzsimmons,0.52498390211699,male,"Morningstar, Inc.","('FTNT', '2018 q3')",0.0
15440,MSFT,2018 q3,4510,0.5163683319858063,William Fitzsimmons,0.4050059756800908,male,"Morningstar, Inc.","('MSFT', '2018 q3')",0.0
15441,NLOK,2018 q3,4510,0.5974862971528264,William Fitzsimmons,0.634674531577403,male,"Morningstar, Inc.","('NLOK', '2018 q3')",0.005404284223914146
15442,NOW,2018 q3,4510,0.529702112900528,William Fitzsimmons,0.4955593258070035,male,"Morningstar, Inc.","('NOW', '2018 q3')",0.003906735684722662
15443,ORCL,2018 q3,4510,0.5781939002510865,William Fitzsimmons,0.5596759280535738,male,"Morningstar, Inc.","('ORCL', '2018 q3')",0.0
15444,CRM,2018 q3,4510,0.522429645055714,Karl E. Keirstead,0.5983592703117075,male,Deutsche Bank,"('CRM', '2018 q3')",0.0
15445,CTXS,2018 q3,4510,0.575825280442721,Karl E. Keirstead,0.918236287468236,male,Deutsche Bank,"('CTXS', '2018 q3')",0.0
15446,MSFT,2018 q3,4510,0.5163683319858063,Karl E. Keirstead,0.3482140650301154,male,Deutsche Bank,"('MSFT', '2018 q3')",0.0
15447,NLOK,2018 q3,4510,0.5974862971528264,Karl E. Keirstead,0.948259550802114,male,Deutsche Bank,"('NLOK', '2018 q3')",0.0
15448,NOW,2018 q3,4510,0.529702112900528,Karl E. Keirstead,0.900051326742238,male,Deutsche Bank,"('NOW', '2018 q3')",0.0
15449,ORCL,2018 q3,4510,0.5781939002510865,Karl E. Keirstead,0.8586846516381864,male,Deutsche Bank,"('ORCL', '2018 q3')",0.0
15450,CRM,2018 q3,4510,0.522429645055714,"Mr. Brian W. Wieser, CFA",0.2494943094475266,male,Pivotal Research Group,"('CRM', '2018 q3')",0.02553391642868519
15451,CRM,2018 q3,4510,0.522429645055714,"Shebly Seyrafi, CFA",0.6406546233882421,male,FBN Securities,"('CRM', '2018 q3')",0.03333333507180214
15452,FTNT,2018 q3,4510,0.4641126640406597,"Shebly Seyrafi, CFA",0.7047985107883983,male,FBN Securities,"('FTNT', '2018 q3')",0.03333333507180214
15453,NLOK,2018 q3,4510,0.5974862971528264,"Shebly Seyrafi, CFA",0.2750099803273327,male,FBN Securities,"('NLOK', '2018 q3')",0.022588571533560753
15454,NOW,2018 q3,4510,0.529702112900528,"Shebly Seyrafi, CFA",0.693333523403198,male,FBN Securities,"('NOW', '2018 q3')",0.03333333507180214
15455,CRM,2018 q3,4510,0.522429645055714,Mr. Joel P. Fishbein,0.1246679248953272,male,BTIG,"('CRM', '2018 q3')",0.0
15456,ORCL,2018 q3,4510,0.5781939002510865,Mr. Joel P. Fishbein,0.2193994799155296,male,BTIG,"('ORCL', '2018 q3')",0.023559344932436943
15457,CRM,2018 q3,4510,0.522429645055714,Terry Tillman,0.227600805224806,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2018 q3')",0.0
15458,CTSH,2018 q3,4510,0.5709004299298203,Mr. Jason Kupferberg,0.2566249601466356,male,BofA Global Research,"('CTSH', '2018 q3')",0.0
15459,DXC,2018 q3,4510,0.5828049404567577,Mr. Jason Kupferberg,0.1837093547910708,male,BofA Global Research,"('DXC', '2018 q3')",0.01678333804011345
15460,PYPL,2018 q3,4510,0.3784372685667635,Mr. Jason Kupferberg,0.2315448452253105,male,BofA Global Research,"('PYPL', '2018 q3')",0.03510703146457672
15461,V,2018 q3,4510,0.4811332118551551,Mr. Jason Kupferberg,0.6007466414293425,male,BofA Global Research,"('V', '2018 q3')",0.0
15462,CTSH,2018 q3,4510,0.5709004299298203,Ashwin Mehta,0.1922946581516847,male,Nomura,"('CTSH', '2018 q3')",0.0
15463,CTSH,2018 q3,4510,0.5709004299298203,Mr. Bryan Bergin,0.4403543518780949,male,Cowen and Company,"('CTSH', '2018 q3')",0.0
15464,CTSH,2018 q3,4510,0.5709004299298203,"Glenn E. Greene, CFA",0.2041498654612074,male,"Oppenheimer & Co., Inc.","('CTSH', '2018 q3')",0.0
15465,FIS,2018 q3,4510,0.5926845670721963,"Glenn E. Greene, CFA",0.2464916114842381,male,"Oppenheimer & Co., Inc.","('FIS', '2018 q3')",0.0
15466,FISV,2018 q3,4510,0.7364372168515683,"Glenn E. Greene, CFA",0.4503964834732258,male,"Oppenheimer & Co., Inc.","('FISV', '2018 q3')",0.0
15467,GPN,2018 q3,4510,0.4550565418996136,"Glenn E. Greene, CFA",0.080804936430074,male,"Oppenheimer & Co., Inc.","('GPN', '2018 q3')",0.0
15468,JKHY,2018 q3,4510,0.2710187497116401,"Glenn E. Greene, CFA",0.0794297077587069,male,"Oppenheimer & Co., Inc.","('JKHY', '2018 q3')",0.03333333507180214
15469,MA,2018 q3,4510,0.5860261298687895,"Glenn E. Greene, CFA",0.1329282810435908,male,"Oppenheimer & Co., Inc.","('MA', '2018 q3')",0.0
15470,PYPL,2018 q3,4510,0.3784372685667635,"Glenn E. Greene, CFA",0.0895070328153759,male,"Oppenheimer & Co., Inc.","('PYPL', '2018 q3')",0.0
15471,V,2018 q3,4510,0.4811332118551551,"Glenn E. Greene, CFA",0.0845004995808971,male,"Oppenheimer & Co., Inc.","('V', '2018 q3')",0.0
15472,CTSH,2018 q3,4510,0.5709004299298203,Mr. Yogesh Aggarwal,0.3564651000898393,male,HSBC,"('CTSH', '2018 q3')",0.01312155183404684
15473,CTXS,2018 q3,4510,0.575825280442721,"Mr. Jason N. Ader, CFA",0.1741703079949195,male,William Blair & Company,"('CTXS', '2018 q3')",0.0
15474,ORCL,2018 q3,4510,0.5781939002510865,"Mr. Jason N. Ader, CFA",0.1926118772874224,male,William Blair & Company,"('ORCL', '2018 q3')",0.0
15475,CTXS,2018 q3,4510,0.575825280442721,Mr. Josep Bori,0.3848577392156465,male,Berenberg,"('CTXS', '2018 q3')",0.0
15476,CTXS,2018 q3,4510,0.575825280442721,Mr. Ittai Kidron,0.1284564560522429,male,"Oppenheimer & Co., Inc.","('CTXS', '2018 q3')",0.0
15477,IBM,2018 q3,4510,0.5834553676567895,Mr. Ittai Kidron,0.2124148292543497,male,"Oppenheimer & Co., Inc.","('IBM', '2018 q3')",0.0
15478,CTXS,2018 q3,4510,0.575825280442721,Mr. Matthew G. Hedberg,0.1907284671496115,male,RBC Capital Markets,"('CTXS', '2018 q3')",0.0
15479,NLOK,2018 q3,4510,0.5974862971528264,Mr. Matthew G. Hedberg,0.2081042291772792,male,RBC Capital Markets,"('NLOK', '2018 q3')",0.02968600019812584
15480,NOW,2018 q3,4510,0.529702112900528,Mr. Matthew G. Hedberg,0.2794396809324901,male,RBC Capital Markets,"('NOW', '2018 q3')",0.0
15481,CTXS,2018 q3,4510,0.575825280442721,"Raimo Lenschow, CFA",0.1802305432774538,male,Barclays,"('CTXS', '2018 q3')",0.0
15482,INTU,2018 q3,4510,0.6700491923965686,"Raimo Lenschow, CFA",0.5137777488790413,male,Barclays,"('INTU', '2018 q3')",0.0
15483,MSFT,2018 q3,4510,0.5163683319858063,"Raimo Lenschow, CFA",0.1506251688459596,male,Barclays,"('MSFT', '2018 q3')",0.0
15484,NOW,2018 q3,4510,0.529702112900528,"Raimo Lenschow, CFA",0.1589696279645956,male,Barclays,"('NOW', '2018 q3')",0.0
15485,ORCL,2018 q3,4510,0.5781939002510865,"Raimo Lenschow, CFA",0.5886371770894656,male,Barclays,"('ORCL', '2018 q3')",0.010075961239635944
15486,PAYC,2018 q3,4510,0.3554021366259796,"Raimo Lenschow, CFA",0.1547669671589028,male,Barclays,"('PAYC', '2018 q3')",0.0
15487,DXC,2018 q3,4510,0.5828049404567577,Mr. Rayna Kumar,0.3265715386148917,male,EVERCORE ISI,"('DXC', '2018 q3')",0.0
15488,WU,2018 q3,4510,0.6929481754295495,Mr. Rayna Kumar,0.4872500927714264,male,EVERCORE ISI,"('WU', '2018 q3')",0.0
15489,DXC,2018 q3,4510,0.5828049404567577,"Mr. Brian Essex, CFA",0.2308874343575531,male,Morgan Stanley,"('DXC', '2018 q3')",0.0
15490,DXC,2018 q3,4510,0.5828049404567577,Acquisdata Research Team,0.6782818943744281,Not a person,Acquisdata,"('DXC', '2018 q3')",0.03333333507180214
15491,FIS,2018 q3,4510,0.5926845670721963,"Andrew W. Jeffrey, CFA",0.3366866056430884,male,SunTrust Robinson Humphrey Capital Markets,"('FIS', '2018 q3')",0.0
15492,FISV,2018 q3,4510,0.7364372168515683,"Andrew W. Jeffrey, CFA",0.3527218864472064,male,SunTrust Robinson Humphrey Capital Markets,"('FISV', '2018 q3')",0.0
15493,GPN,2018 q3,4510,0.4550565418996136,"Andrew W. Jeffrey, CFA",0.1782300036702946,male,SunTrust Robinson Humphrey Capital Markets,"('GPN', '2018 q3')",0.0
15494,MA,2018 q3,4510,0.5860261298687895,"Andrew W. Jeffrey, CFA",0.3194107081999596,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2018 q3')",0.0
15495,V,2018 q3,4510,0.4811332118551551,"Andrew W. Jeffrey, CFA",0.3162909385530434,male,SunTrust Robinson Humphrey Capital Markets,"('V', '2018 q3')",0.0
15496,FIS,2018 q3,4510,0.5926845670721963,"Brett R. Huff, CFA",0.4588123531478011,male,Stephens Inc.,"('FIS', '2018 q3')",0.0
15497,FIS,2018 q3,4510,0.5926845670721963,Mr. Jeff Cantwell,0.3539968419750521,male,Guggenheim Securities LLC,"('FIS', '2018 q3')",0.0
15498,FISV,2018 q3,4510,0.7364372168515683,Mr. Jeff Cantwell,0.3593885763990247,male,Guggenheim Securities LLC,"('FISV', '2018 q3')",0.0
15499,GPN,2018 q3,4510,0.4550565418996136,Mr. Jeff Cantwell,0.1691582195496308,male,Guggenheim Securities LLC,"('GPN', '2018 q3')",0.00714722399910291
15500,MA,2018 q3,4510,0.5860261298687895,Mr. Jeff Cantwell,0.2355577272742918,male,Guggenheim Securities LLC,"('MA', '2018 q3')",0.0
15501,PYPL,2018 q3,4510,0.3784372685667635,Mr. Jeff Cantwell,0.2776229875423755,male,Guggenheim Securities LLC,"('PYPL', '2018 q3')",0.0
15502,V,2018 q3,4510,0.4811332118551551,Mr. Jeff Cantwell,0.3306276178771711,male,Guggenheim Securities LLC,"('V', '2018 q3')",0.0
15503,WU,2018 q3,4510,0.6929481754295495,Mr. Jeff Cantwell,0.52108192326279,male,Guggenheim Securities LLC,"('WU', '2018 q3')",0.0
15504,FLT,2018 q3,4510,0.4502545098239978,Mr. Oscar Turner,0.1490044583368779,male,SunTrust Robinson Humphrey Capital Markets,"('FLT', '2018 q3')",0.0
15505,FLT,2018 q3,4510,0.4502545098239978,Vasundhara Govil,0.3335717629158923,female,Morgan Stanley,"('FLT', '2018 q3')",0.0
15506,GPN,2018 q3,4510,0.4550565418996136,Vasundhara Govil,0.3587589774596403,female,Morgan Stanley,"('GPN', '2018 q3')",0.0
15507,FLT,2018 q3,4510,0.4502545098239978,Mr. Ashish Sabadra,0.8345004360816123,male,Deutsche Bank,"('FLT', '2018 q3')",0.0
15508,FTNT,2018 q3,4510,0.4641126640406597,Mr. Jonathan F. Ho,0.0693666375078213,male,William Blair & Company,"('FTNT', '2018 q3')",0.0
15509,NLOK,2018 q3,4510,0.5974862971528264,Mr. Jonathan F. Ho,0.1863840916454765,male,William Blair & Company,"('NLOK', '2018 q3')",0.021180979907512665
15510,FTNT,2018 q3,4510,0.4641126640406597,"Mr. Gray W. Powell, CFA",0.8982728426719264,male,Deutsche Bank,"('FTNT', '2018 q3')",0.0
15511,FTNT,2018 q3,4510,0.4641126640406597,Shaul Eyal,0.1007014993277377,male,"Oppenheimer & Co., Inc.","('FTNT', '2018 q3')",0.02308141067624092
15512,NLOK,2018 q3,4510,0.5974862971528264,Shaul Eyal,0.1701274050449807,male,"Oppenheimer & Co., Inc.","('NLOK', '2018 q3')",0.015247766859829426
15513,FTNT,2018 q3,4510,0.4641126640406597,Mr. Keith Snyder,0.5797388151397438,male,CFRA Equity Research,"('FTNT', '2018 q3')",0.0
15514,NLOK,2018 q3,4510,0.5974862971528264,Mr. Keith Snyder,0.7810716627107561,male,CFRA Equity Research,"('NLOK', '2018 q3')",0.0
15515,FTNT,2018 q3,4510,0.4641126640406597,Anne M. Meisner,0.3196838600618454,female,Susquehanna Financial Group LLLP,"('FTNT', '2018 q3')",0.0
15516,NLOK,2018 q3,4510,0.5974862971528264,Anne M. Meisner,0.8049181792879418,female,Susquehanna Financial Group LLLP,"('NLOK', '2018 q3')",0.0
15517,FTNT,2018 q3,4510,0.4641126640406597,Ms. Melissa A. Franchi,0.1655270585657434,female,Morgan Stanley,"('FTNT', '2018 q3')",0.0
15518,FTNT,2018 q3,4510,0.4641126640406597,Mr. Robert Breza,0.084969040393313,male,Northland Securities,"('FTNT', '2018 q3')",0.0
15519,FTNT,2018 q3,4510,0.4641126640406597,Ms. Catharine A. Trebnick,0.0777027135245093,female,Colliers Securities,"('FTNT', '2018 q3')",0.0
15520,FTNT,2018 q3,4510,0.4641126640406597,Mr. Tal Liani,0.2189608504851045,male,BofA Global Research,"('FTNT', '2018 q3')",0.0
15521,FTNT,2018 q3,4510,0.4641126640406597,Dan Bergstrom,0.12043768994179,male,RBC Capital Markets,"('FTNT', '2018 q3')",0.0
15522,FTNT,2018 q3,4510,0.4641126640406597,"Mr. Jonathan B. Ruykhaver, CFA",0.2883964804188888,male,Stephens Inc.,"('FTNT', '2018 q3')",0.019823558628559113
15523,GPN,2018 q3,4510,0.4550565418996136,David M. Scharf,0.3113551664214244,male,JMP Securities,"('GPN', '2018 q3')",0.017852341756224632
15524,GPN,2018 q3,4510,0.4550565418996136,Moshe Katri,0.3718310339051072,male,Wedbush Securities Inc.,"('GPN', '2018 q3')",0.0
15525,IBM,2018 q3,4510,0.5834553676567895,"Mr. Amit J. Daryanani, CFA",0.2020616874127316,male,RBC Capital Markets,"('IBM', '2018 q3')",0.0
15526,IBM,2018 q3,4510,0.5834553676567895,Sherri Scribner,0.2726787733913271,female,Deutsche Bank,"('IBM', '2018 q3')",0.0
15527,IBM,2018 q3,4510,0.5834553676567895,Wamsi Mohan,0.3597364765407274,male,BofA Global Research,"('IBM', '2018 q3')",0.0
15528,IBM,2018 q3,4510,0.5834553676567895,Mr. Chaim Siegel,0.6296919116138473,male,Elazar Advisors,"('IBM', '2018 q3')",0.07919572293758392
15529,IT,2018 q3,4510,0.5929701242854928,Ms. Toni M. Kaplan,0.5277132002585015,female,Morgan Stanley,"('IT', '2018 q3')",0.0
15530,IT,2018 q3,4510,0.5929701242854928,"Peter P. Appert, CFA",0.4295781098055775,male,Piper Sandler Companies,"('IT', '2018 q3')",0.0
15531,MA,2018 q3,4510,0.5860261298687895,Mr. Jim Sinegal,0.5455631569206322,male,"Morningstar, Inc.","('MA', '2018 q3')",0.0
15532,PYPL,2018 q3,4510,0.3784372685667635,Mr. Jim Sinegal,0.419701261736001,male,"Morningstar, Inc.","('PYPL', '2018 q3')",0.005880795419216156
15533,V,2018 q3,4510,0.4811332118551551,Mr. Jim Sinegal,0.5043518605527011,male,"Morningstar, Inc.","('V', '2018 q3')",0.0
15534,MA,2018 q3,4510,0.5860261298687895,Mr. Moshe Orenbuch,0.2292591218080209,male,Credit Suisse,"('MA', '2018 q3')",0.0
15535,V,2018 q3,4510,0.4811332118551551,Mr. Moshe Orenbuch,0.1395421948148754,male,Credit Suisse,"('V', '2018 q3')",0.02152404375374317
15536,MA,2018 q3,4510,0.5860261298687895,Mr. James E. Faucette,0.2728244120437537,male,Morgan Stanley,"('MA', '2018 q3')",0.0
15537,PYPL,2018 q3,4510,0.3784372685667635,Mr. James E. Faucette,0.2252559810438582,male,Morgan Stanley,"('PYPL', '2018 q3')",0.0
15538,V,2018 q3,4510,0.4811332118551551,Mr. James E. Faucette,0.2748599286053231,male,Morgan Stanley,"('V', '2018 q3')",0.0
15539,WU,2018 q3,4510,0.6929481754295495,Mr. James E. Faucette,0.5712852800673566,male,Morgan Stanley,"('WU', '2018 q3')",0.0
15540,MA,2018 q3,4510,0.5860261298687895,Mr. Brett Horn,0.510361695949076,male,"Morningstar, Inc.","('MA', '2018 q3')",0.0
15541,PYPL,2018 q3,4510,0.3784372685667635,Mr. Brett Horn,0.4358917155995722,male,"Morningstar, Inc.","('PYPL', '2018 q3')",0.0
15542,V,2018 q3,4510,0.4811332118551551,Mr. Brett Horn,0.4808864911646843,male,"Morningstar, Inc.","('V', '2018 q3')",0.0
15543,MA,2018 q3,4510,0.5860261298687895,"Mr. Christopher R. Donat, CFA",0.2344772974817015,male,Sandler O'Neill & Partners,"('MA', '2018 q3')",0.0
15544,V,2018 q3,4510,0.4811332118551551,"Mr. Christopher R. Donat, CFA",0.223628838115294,male,Sandler O'Neill & Partners,"('V', '2018 q3')",0.0
15545,NLOK,2018 q3,4510,0.5974862971528264,"Nikolay Beliov, CFA",0.459580173863622,male,BofA Global Research,"('NLOK', '2018 q3')",0.0
15546,NOW,2018 q3,4510,0.529702112900528,Mr. Jonathan Kees,0.1142655526169741,male,Summit Insights Group,"('NOW', '2018 q3')",0.0
15547,NOW,2018 q3,4510,0.529702112900528,"Mr. Justin A. Furby, CFA",0.530024297232438,male,William Blair & Company,"('NOW', '2018 q3')",0.0
15548,ORCL,2018 q3,4510,0.5781939002510865,Mr. David A. Talbot,0.9412519668450512,male,Eight Capital,"('ORCL', '2018 q3')",0.018958808854222298
15549,PAYC,2018 q3,4510,0.3554021366259796,Shankar Subramanian,0.3402799389375003,male,BofA Global Research,"('PAYC', '2018 q3')",0.0
15550,PAYC,2018 q3,4510,0.3554021366259796,Mr. David E. Hynes Jr.,0.286218869059631,male,Canaccord Genuity,"('PAYC', '2018 q3')",0.02488703653216362
15551,PYPL,2018 q3,4510,0.3784372685667635,Bradley A. Berning,0.0900491191840396,male,Craig Hallum,"('PYPL', '2018 q3')",0.015860380604863167
15552,PYPL,2018 q3,4510,0.3784372685667635,"Mr. Michael M. Tarkan, CFA",0.1018035866884599,male,Compass Point Research & Trading LLC,"('PYPL', '2018 q3')",0.0
15553,PYPL,2018 q3,4510,0.3784372685667635,"Mr. Michael Graham, CFA",0.1862798041709347,male,Canaccord Genuity,"('PYPL', '2018 q3')",0.02778414450585842
15554,SNPS,2018 q3,4510,0.5519499644618269,Mr. John W. Pitzer,0.4071255363487538,male,Credit Suisse,"('SNPS', '2018 q3')",0.0
15555,SNPS,2018 q3,4510,0.5519499644618269,"Mr. Sterling Auty, CFA",0.3327964081727071,male,JPMorgan,"('SNPS', '2018 q3')",0.0
15556,SNPS,2018 q3,4510,0.5519499644618269,Mr. Gary W. Mobley,0.3483114748933981,male,The Benchmark Company LLC,"('SNPS', '2018 q3')",0.0
15557,ACN,2018 q4,4510,0.6636012125132896,Mr. Krishna BS,0.6386336494360593,male,Crispidea,"('ACN', '2018 q4')",0.03333333507180214
15558,CTSH,2018 q4,4510,0.7260493329027546,Mr. Krishna BS,0.6992281289584853,male,Crispidea,"('CTSH', '2018 q4')",0.0
15559,IBM,2018 q4,4510,0.5837882346566404,Mr. Krishna BS,0.4886136799904733,male,Crispidea,"('IBM', '2018 q4')",0.0
15560,ACN,2018 q4,4510,0.6636012125132896,Mr. Andrew Lange,0.7689014983485469,male,"Morningstar, Inc.","('ACN', '2018 q4')",0.0
15561,ADSK,2018 q4,4510,0.4978385090293559,Mr. Andrew Lange,0.6656959261326109,male,"Morningstar, Inc.","('ADSK', '2018 q4')",0.011111111690600714
15562,CRM,2018 q4,4510,0.6062959387383402,Mr. Andrew Lange,0.3970889817631887,male,"Morningstar, Inc.","('CRM', '2018 q4')",0.0
15563,CTSH,2018 q4,4510,0.7260493329027546,Mr. Andrew Lange,0.8551236048767444,male,"Morningstar, Inc.","('CTSH', '2018 q4')",0.0
15564,CTXS,2018 q4,4510,0.4883730365613775,Mr. Andrew Lange,0.6586224822685127,male,"Morningstar, Inc.","('CTXS', '2018 q4')",0.0
15565,DXC,2018 q4,4510,0.69248491841248,Mr. Andrew Lange,0.7601439134167298,male,"Morningstar, Inc.","('DXC', '2018 q4')",0.00167880579829216
15566,IBM,2018 q4,4510,0.5837882346566404,Mr. Andrew Lange,0.5155117920557152,male,"Morningstar, Inc.","('IBM', '2018 q4')",0.009863871615380049
15567,INTU,2018 q4,4510,0.6126238548221261,Mr. Andrew Lange,0.7307551161417747,male,"Morningstar, Inc.","('INTU', '2018 q4')",0.00518574146553874
15568,MSFT,2018 q4,4510,0.6163800738693799,Mr. Andrew Lange,0.3753034336400876,male,"Morningstar, Inc.","('MSFT', '2018 q4')",0.0
15569,NOW,2018 q4,4510,0.5536405129055073,Mr. Andrew Lange,0.4275969794736682,male,"Morningstar, Inc.","('NOW', '2018 q4')",0.0
15570,VRSN,2018 q4,4510,0.9533239050001908,Mr. Andrew Lange,0.9396480986937956,male,"Morningstar, Inc.","('VRSN', '2018 q4')",0.0
15571,ACN,2018 q4,4510,0.6636012125132896,David Holt,0.7482794030275567,male,CFRA Equity Research,"('ACN', '2018 q4')",0.0
15572,ADP,2018 q4,4510,0.710924381502373,David Holt,0.6771908888753616,male,CFRA Equity Research,"('ADP', '2018 q4')",0.0
15573,ADS,2018 q4,4510,0.6204208893110517,David Holt,0.6899852596170283,male,CFRA Equity Research,"('ADS', '2018 q4')",0.0
15574,CTSH,2018 q4,4510,0.7260493329027546,David Holt,0.7122018393140127,male,CFRA Equity Research,"('CTSH', '2018 q4')",0.0
15575,DXC,2018 q4,4510,0.69248491841248,David Holt,0.775112060712904,male,CFRA Equity Research,"('DXC', '2018 q4')",0.0
15576,FIS,2018 q4,4510,0.5099026326931264,David Holt,0.718110708271326,male,CFRA Equity Research,"('FIS', '2018 q4')",0.0
15577,FISV,2018 q4,4510,0.7547213014819762,David Holt,0.716544930363985,male,CFRA Equity Research,"('FISV', '2018 q4')",0.0
15578,FLT,2018 q4,4510,0.6002873533330361,David Holt,0.5917286651650338,male,CFRA Equity Research,"('FLT', '2018 q4')",0.0
15579,GPN,2018 q4,4510,0.56627022367153,David Holt,0.4928860040902306,male,CFRA Equity Research,"('GPN', '2018 q4')",0.0
15580,IBM,2018 q4,4510,0.5837882346566404,David Holt,0.6879897886054722,male,CFRA Equity Research,"('IBM', '2018 q4')",0.0
15581,IT,2018 q4,4510,0.4848885202139703,David Holt,0.7439497382611693,male,CFRA Equity Research,"('IT', '2018 q4')",0.01180003210902214
15582,JKHY,2018 q4,4510,0.633587972172083,David Holt,0.6636427840972488,male,CFRA Equity Research,"('JKHY', '2018 q4')",0.008333333767950535
15583,PAYX,2018 q4,4510,0.7903073788122993,David Holt,0.7145188522079685,male,CFRA Equity Research,"('PAYX', '2018 q4')",0.0
15584,ACN,2018 q4,4510,0.6636012125132896,Mr. James E. Friedman,0.8270690001820453,male,Susquehanna Financial Group LLLP,"('ACN', '2018 q4')",0.0
15585,ADS,2018 q4,4510,0.6204208893110517,Mr. James E. Friedman,0.815396674685683,male,Susquehanna Financial Group LLLP,"('ADS', '2018 q4')",0.0
15586,CTSH,2018 q4,4510,0.7260493329027546,Mr. James E. Friedman,0.9217200057157422,male,Susquehanna Financial Group LLLP,"('CTSH', '2018 q4')",0.0
15587,GPN,2018 q4,4510,0.56627022367153,Mr. James E. Friedman,0.8488717296262541,male,Susquehanna Financial Group LLLP,"('GPN', '2018 q4')",0.0
15588,MA,2018 q4,4510,0.6179738351056576,Mr. James E. Friedman,0.9673757469979908,male,Susquehanna Financial Group LLLP,"('MA', '2018 q4')",0.0
15589,PYPL,2018 q4,4510,0.5327174791608751,Mr. James E. Friedman,0.8739794713195106,male,Susquehanna Financial Group LLLP,"('PYPL', '2018 q4')",0.0
15590,V,2018 q4,4510,0.491022111396114,Mr. James E. Friedman,0.559345166600356,male,Susquehanna Financial Group LLLP,"('V', '2018 q4')",0.0
15591,WU,2018 q4,4510,0.7351452706786061,Mr. James E. Friedman,0.94249487882871,male,Susquehanna Financial Group LLLP,"('WU', '2018 q4')",0.0
15592,ACN,2018 q4,4510,0.6636012125132896,Mr. Darrin D. Peller,0.267668207669378,male,Wolfe Research,"('ACN', '2018 q4')",0.0
15593,ADS,2018 q4,4510,0.6204208893110517,Mr. Darrin D. Peller,0.321315666723608,male,Wolfe Research,"('ADS', '2018 q4')",0.0
15594,CTSH,2018 q4,4510,0.7260493329027546,Mr. Darrin D. Peller,0.1784328330682484,male,Wolfe Research,"('CTSH', '2018 q4')",0.0
15595,DXC,2018 q4,4510,0.69248491841248,Mr. Darrin D. Peller,0.291495535087157,male,Wolfe Research,"('DXC', '2018 q4')",0.0
15596,FLT,2018 q4,4510,0.6002873533330361,Mr. Darrin D. Peller,0.2622261421970213,male,Wolfe Research,"('FLT', '2018 q4')",0.0
15597,V,2018 q4,4510,0.491022111396114,Mr. Darrin D. Peller,0.1226662102254882,male,Wolfe Research,"('V', '2018 q4')",0.0
15598,ACN,2018 q4,4510,0.6636012125132896,Mr. Bryan Bergin,0.2445971803485881,male,Cowen and Company,"('ACN', '2018 q4')",0.003433681714038054
15599,DXC,2018 q4,4510,0.69248491841248,Mr. Bryan Bergin,0.3262549535150705,male,Cowen and Company,"('DXC', '2018 q4')",0.013855637051165104
15600,ACN,2018 q4,4510,0.6636012125132896,"Mr. Frank Atkins, CFA",0.1885878783368189,male,SunTrust Robinson Humphrey Capital Markets,"('ACN', '2018 q4')",0.0
15601,CTSH,2018 q4,4510,0.7260493329027546,"Mr. Frank Atkins, CFA",0.1713117191924802,male,SunTrust Robinson Humphrey Capital Markets,"('CTSH', '2018 q4')",0.0
15602,DXC,2018 q4,4510,0.69248491841248,"Mr. Frank Atkins, CFA",0.2433351240902801,male,SunTrust Robinson Humphrey Capital Markets,"('DXC', '2018 q4')",0.0
15603,ACN,2018 q4,4510,0.6636012125132896,Mr. Bryan Keane,0.2269712924567412,male,Deutsche Bank,"('ACN', '2018 q4')",0.0
15604,ADP,2018 q4,4510,0.710924381502373,Mr. Bryan Keane,0.8632317199768603,male,Deutsche Bank,"('ADP', '2018 q4')",0.0
15605,CTSH,2018 q4,4510,0.7260493329027546,Mr. Bryan Keane,0.8871469343957653,male,Deutsche Bank,"('CTSH', '2018 q4')",0.0
15606,DXC,2018 q4,4510,0.69248491841248,Mr. Bryan Keane,0.8795589435147693,male,Deutsche Bank,"('DXC', '2018 q4')",0.0
15607,FIS,2018 q4,4510,0.5099026326931264,Mr. Bryan Keane,0.7973257587771664,male,Deutsche Bank,"('FIS', '2018 q4')",0.0
15608,FISV,2018 q4,4510,0.7547213014819762,Mr. Bryan Keane,0.8731486463798441,male,Deutsche Bank,"('FISV', '2018 q4')",0.0
15609,GPN,2018 q4,4510,0.56627022367153,Mr. Bryan Keane,0.4362450167424468,male,Deutsche Bank,"('GPN', '2018 q4')",0.0
15610,MA,2018 q4,4510,0.6179738351056576,Mr. Bryan Keane,0.8095726051796137,male,Deutsche Bank,"('MA', '2018 q4')",0.0
15611,PAYX,2018 q4,4510,0.7903073788122993,Mr. Bryan Keane,0.8356296413216792,male,Deutsche Bank,"('PAYX', '2018 q4')",0.0
15612,PYPL,2018 q4,4510,0.5327174791608751,Mr. Bryan Keane,0.1264584147521218,male,Deutsche Bank,"('PYPL', '2018 q4')",0.0
15613,WU,2018 q4,4510,0.7351452706786061,Mr. Bryan Keane,0.8529125124502985,male,Deutsche Bank,"('WU', '2018 q4')",0.0
15614,ACN,2018 q4,4510,0.6636012125132896,"Mr. David M. Togut, CFA",0.3201269354296259,male,EVERCORE ISI,"('ACN', '2018 q4')",0.0
15615,ADP,2018 q4,4510,0.710924381502373,"Mr. David M. Togut, CFA",0.4733530702303413,male,EVERCORE ISI,"('ADP', '2018 q4')",0.0
15616,ADS,2018 q4,4510,0.6204208893110517,"Mr. David M. Togut, CFA",0.3616994644733204,male,EVERCORE ISI,"('ADS', '2018 q4')",0.0
15617,CTSH,2018 q4,4510,0.7260493329027546,"Mr. David M. Togut, CFA",0.3283233989765965,male,EVERCORE ISI,"('CTSH', '2018 q4')",0.0
15618,FIS,2018 q4,4510,0.5099026326931264,"Mr. David M. Togut, CFA",0.2375533610855071,male,EVERCORE ISI,"('FIS', '2018 q4')",0.0
15619,FISV,2018 q4,4510,0.7547213014819762,"Mr. David M. Togut, CFA",0.5005728227191387,male,EVERCORE ISI,"('FISV', '2018 q4')",0.0
15620,FLT,2018 q4,4510,0.6002873533330361,"Mr. David M. Togut, CFA",0.2160922651944522,male,EVERCORE ISI,"('FLT', '2018 q4')",0.0
15621,GPN,2018 q4,4510,0.56627022367153,"Mr. David M. Togut, CFA",0.1778779023192974,male,EVERCORE ISI,"('GPN', '2018 q4')",0.0
15622,JKHY,2018 q4,4510,0.633587972172083,"Mr. David M. Togut, CFA",0.4031763449018713,male,EVERCORE ISI,"('JKHY', '2018 q4')",0.0
15623,MA,2018 q4,4510,0.6179738351056576,"Mr. David M. Togut, CFA",0.2228903394687315,male,EVERCORE ISI,"('MA', '2018 q4')",0.0
15624,PAYX,2018 q4,4510,0.7903073788122993,"Mr. David M. Togut, CFA",0.7040449900688088,male,EVERCORE ISI,"('PAYX', '2018 q4')",0.03333333507180214
15625,PYPL,2018 q4,4510,0.5327174791608751,"Mr. David M. Togut, CFA",0.2808446366323552,male,EVERCORE ISI,"('PYPL', '2018 q4')",0.0
15626,ACN,2018 q4,4510,0.6636012125132896,Richard Nguyen,0.7161304901096971,male,Societe Generale,"('ACN', '2018 q4')",0.0
15627,CRM,2018 q4,4510,0.6062959387383402,Richard Nguyen,0.656877654384242,male,Societe Generale,"('CRM', '2018 q4')",0.005726775154471397
15628,CTSH,2018 q4,4510,0.7260493329027546,Richard Nguyen,0.7384777011902521,male,Societe Generale,"('CTSH', '2018 q4')",0.0
15629,IBM,2018 q4,4510,0.5837882346566404,Richard Nguyen,0.6541006288268874,male,Societe Generale,"('IBM', '2018 q4')",0.0
15630,ORCL,2018 q4,4510,0.6762821483586446,Richard Nguyen,0.6764706049959308,male,Societe Generale,"('ORCL', '2018 q4')",0.0
15631,ACN,2018 q4,4510,0.6636012125132896,Mr. Jason Kupferberg,0.3838327832999511,male,BofA Global Research,"('ACN', '2018 q4')",0.0
15632,CTSH,2018 q4,4510,0.7260493329027546,Mr. Jason Kupferberg,0.2985689128644158,male,BofA Global Research,"('CTSH', '2018 q4')",0.0
15633,DXC,2018 q4,4510,0.69248491841248,Mr. Jason Kupferberg,0.6822750576360902,male,BofA Global Research,"('DXC', '2018 q4')",0.03751567658036947
15634,PYPL,2018 q4,4510,0.5327174791608751,Mr. Jason Kupferberg,0.6881953556971615,male,BofA Global Research,"('PYPL', '2018 q4')",0.010411860421299934
15635,ACN,2018 q4,4510,0.6636012125132896,"Mr Charles Brennan, CFA",0.4708190074530642,male,Credit Suisse,"('ACN', '2018 q4')",0.027974389493465424
15636,ACN,2018 q4,4510,0.6636012125132896,"Mr. Brian Essex, CFA",0.2128610805524844,male,Morgan Stanley,"('ACN', '2018 q4')",0.0
15637,CTSH,2018 q4,4510,0.7260493329027546,"Mr. Brian Essex, CFA",0.2374452640089154,male,Morgan Stanley,"('CTSH', '2018 q4')",0.0
15638,DXC,2018 q4,4510,0.69248491841248,"Mr. Brian Essex, CFA",0.1956523534666099,male,Morgan Stanley,"('DXC', '2018 q4')",0.0
15639,ACN,2018 q4,4510,0.6636012125132896,Acquisdata Research Team,0.8542490588153259,Not a person,Acquisdata,"('ACN', '2018 q4')",0.0
15640,FISV,2018 q4,4510,0.7547213014819762,Acquisdata Research Team,0.9685239409926584,Not a person,Acquisdata,"('FISV', '2018 q4')",0.0
15641,ADBE,2018 q4,4510,0.5925684307008544,Mr. J. Derrick Wood,0.1777054202085306,male,Cowen and Company,"('ADBE', '2018 q4')",0.0
15642,NOW,2018 q4,4510,0.5536405129055073,Mr. J. Derrick Wood,0.1463343980106167,male,Cowen and Company,"('NOW', '2018 q4')",0.0
15643,ORCL,2018 q4,4510,0.6762821483586446,Mr. J. Derrick Wood,0.2469264669025903,male,Cowen and Company,"('ORCL', '2018 q4')",0.0
15644,ADBE,2018 q4,4510,0.5925684307008544,William Fitzsimmons,0.4485771094379068,male,"Morningstar, Inc.","('ADBE', '2018 q4')",0.011111111690600714
15645,CRM,2018 q4,4510,0.6062959387383402,William Fitzsimmons,0.3806183542883256,male,"Morningstar, Inc.","('CRM', '2018 q4')",0.0
15646,FTNT,2018 q4,4510,0.6024154836215578,William Fitzsimmons,0.4939348660657078,male,"Morningstar, Inc.","('FTNT', '2018 q4')",0.0
15647,MSFT,2018 q4,4510,0.6163800738693799,William Fitzsimmons,0.5416481744384983,male,"Morningstar, Inc.","('MSFT', '2018 q4')",0.0
15648,NLOK,2018 q4,4510,0.5986977759625152,William Fitzsimmons,0.5436055035432285,male,"Morningstar, Inc.","('NLOK', '2018 q4')",0.0
15649,NOW,2018 q4,4510,0.5536405129055073,William Fitzsimmons,0.4393899967724769,male,"Morningstar, Inc.","('NOW', '2018 q4')",0.0
15650,ADBE,2018 q4,4510,0.5925684307008544,Mr. Matthew G. Hedberg,0.9417563024964064,male,RBC Capital Markets,"('ADBE', '2018 q4')",0.0
15651,CTXS,2018 q4,4510,0.4883730365613775,Mr. Matthew G. Hedberg,0.2443233226713607,male,RBC Capital Markets,"('CTXS', '2018 q4')",0.01138216257095337
15652,NLOK,2018 q4,4510,0.5986977759625152,Mr. Matthew G. Hedberg,0.2498279670414276,male,RBC Capital Markets,"('NLOK', '2018 q4')",0.03060511313378811
15653,ADBE,2018 q4,4510,0.5925684307008544,"Richard Davis, CFA",0.3495807525813495,male,Canaccord Genuity,"('ADBE', '2018 q4')",0.03261186182498932
15654,ADSK,2018 q4,4510,0.4978385090293559,"Richard Davis, CFA",0.282817427405864,male,Canaccord Genuity,"('ADSK', '2018 q4')",0.0
15655,MSFT,2018 q4,4510,0.6163800738693799,"Richard Davis, CFA",0.6282217961589179,male,Canaccord Genuity,"('MSFT', '2018 q4')",0.03333333507180214
15656,NOW,2018 q4,4510,0.5536405129055073,"Richard Davis, CFA",0.1916050362174056,male,Canaccord Genuity,"('NOW', '2018 q4')",0.01070367731153965
15657,ADBE,2018 q4,4510,0.5925684307008544,"Kirk Materne, CFA",0.1504085841641094,male,EVERCORE ISI,"('ADBE', '2018 q4')",0.0
15658,CTXS,2018 q4,4510,0.4883730365613775,"Kirk Materne, CFA",0.1842618648820023,male,EVERCORE ISI,"('CTXS', '2018 q4')",0.0
15659,INTU,2018 q4,4510,0.6126238548221261,"Kirk Materne, CFA",0.3696876573230342,male,EVERCORE ISI,"('INTU', '2018 q4')",0.03251800127327442
15660,MSFT,2018 q4,4510,0.6163800738693799,"Kirk Materne, CFA",0.1642851888779573,male,EVERCORE ISI,"('MSFT', '2018 q4')",0.0
15661,NOW,2018 q4,4510,0.5536405129055073,"Kirk Materne, CFA",0.1991069551973854,male,EVERCORE ISI,"('NOW', '2018 q4')",0.0
15662,ORCL,2018 q4,4510,0.6762821483586446,"Kirk Materne, CFA",0.5707207762895969,male,EVERCORE ISI,"('ORCL', '2018 q4')",0.03333333507180214
15663,ADBE,2018 q4,4510,0.5925684307008544,Mr. Brian J. Schwartz,0.1858732977854235,male,"Oppenheimer & Co., Inc.","('ADBE', '2018 q4')",0.0
15664,ADSK,2018 q4,4510,0.4978385090293559,Mr. Brian J. Schwartz,0.158845591914508,male,"Oppenheimer & Co., Inc.","('ADSK', '2018 q4')",0.0
15665,CRM,2018 q4,4510,0.6062959387383402,Mr. Brian J. Schwartz,0.2378239073918199,male,"Oppenheimer & Co., Inc.","('CRM', '2018 q4')",0.0
15666,PAYC,2018 q4,4510,0.3839583625523122,Mr. Brian J. Schwartz,0.1689780927725508,male,"Oppenheimer & Co., Inc.","('PAYC', '2018 q4')",0.0
15667,ADBE,2018 q4,4510,0.5925684307008544,"Keith E. Weiss, CFA",0.4558520380814532,male,Morgan Stanley,"('ADBE', '2018 q4')",0.011470223776996136
15668,ADSK,2018 q4,4510,0.4978385090293559,"Keith E. Weiss, CFA",0.3300226793923884,male,Morgan Stanley,"('ADSK', '2018 q4')",0.0
15669,INTU,2018 q4,4510,0.6126238548221261,"Keith E. Weiss, CFA",0.2549893283875225,male,Morgan Stanley,"('INTU', '2018 q4')",0.0
15670,MSFT,2018 q4,4510,0.6163800738693799,"Keith E. Weiss, CFA",0.1530136908762144,male,Morgan Stanley,"('MSFT', '2018 q4')",0.0
15671,NOW,2018 q4,4510,0.5536405129055073,"Keith E. Weiss, CFA",0.1750123518930839,male,Morgan Stanley,"('NOW', '2018 q4')",0.0
15672,ORCL,2018 q4,4510,0.6762821483586446,"Keith E. Weiss, CFA",0.2002078124714058,male,Morgan Stanley,"('ORCL', '2018 q4')",0.0
15673,ADBE,2018 q4,4510,0.5925684307008544,Mr. Scott H. Kessler,0.7649923828427428,male,CFRA Equity Research,"('ADBE', '2018 q4')",0.0
15674,ADSK,2018 q4,4510,0.4978385090293559,Mr. Scott H. Kessler,0.7663808016126167,male,CFRA Equity Research,"('ADSK', '2018 q4')",0.0
15675,AKAM,2018 q4,4510,0.6039625150702648,Mr. Scott H. Kessler,0.857634368031499,male,CFRA Equity Research,"('AKAM', '2018 q4')",0.0
15676,CRM,2018 q4,4510,0.6062959387383402,Mr. Scott H. Kessler,0.6851392318999888,male,CFRA Equity Research,"('CRM', '2018 q4')",0.0
15677,CTXS,2018 q4,4510,0.4883730365613775,Mr. Scott H. Kessler,0.7809835050837709,male,CFRA Equity Research,"('CTXS', '2018 q4')",0.0
15678,INTU,2018 q4,4510,0.6126238548221261,Mr. Scott H. Kessler,0.9150109054802986,male,CFRA Equity Research,"('INTU', '2018 q4')",0.0
15679,MA,2018 q4,4510,0.6179738351056576,Mr. Scott H. Kessler,0.6411629183649058,male,CFRA Equity Research,"('MA', '2018 q4')",0.0
15680,MSFT,2018 q4,4510,0.6163800738693799,Mr. Scott H. Kessler,0.8081318635646798,male,CFRA Equity Research,"('MSFT', '2018 q4')",0.0
15681,NOW,2018 q4,4510,0.5536405129055073,Mr. Scott H. Kessler,0.7680484271536886,male,CFRA Equity Research,"('NOW', '2018 q4')",0.0
15682,ORCL,2018 q4,4510,0.6762821483586446,Mr. Scott H. Kessler,0.6796299604840712,male,CFRA Equity Research,"('ORCL', '2018 q4')",0.0035594400639335313
15683,PYPL,2018 q4,4510,0.5327174791608751,Mr. Scott H. Kessler,0.4781070397740824,male,CFRA Equity Research,"('PYPL', '2018 q4')",0.0
15684,SNPS,2018 q4,4510,0.513803749580708,Mr. Scott H. Kessler,0.841573275516798,male,CFRA Equity Research,"('SNPS', '2018 q4')",0.003620397144307693
15685,V,2018 q4,4510,0.491022111396114,Mr. Scott H. Kessler,0.6538632689242204,male,CFRA Equity Research,"('V', '2018 q4')",0.0
15686,VRSN,2018 q4,4510,0.9533239050001908,Mr. Scott H. Kessler,0.9530799906664268,male,CFRA Equity Research,"('VRSN', '2018 q4')",0.0
15687,WU,2018 q4,4510,0.7351452706786061,Mr. Scott H. Kessler,0.733126441292067,male,CFRA Equity Research,"('WU', '2018 q4')",0.0
15688,ADBE,2018 q4,4510,0.5925684307008544,Credit Suisse Global Product Marketing,0.5832234773533143,Not a person,Credit Suisse,"('ADBE', '2018 q4')",0.00440764706581831
15689,ADP,2018 q4,4510,0.710924381502373,Credit Suisse Global Product Marketing,0.5339761437067584,Not a person,Credit Suisse,"('ADP', '2018 q4')",0.0
15690,CTSH,2018 q4,4510,0.7260493329027546,Credit Suisse Global Product Marketing,0.5928386086957871,Not a person,Credit Suisse,"('CTSH', '2018 q4')",0.015206374228000641
15691,MSFT,2018 q4,4510,0.6163800738693799,Credit Suisse Global Product Marketing,0.7272332151087093,Not a person,Credit Suisse,"('MSFT', '2018 q4')",0.014220524579286575
15692,ADBE,2018 q4,4510,0.5925684307008544,"Raimo Lenschow, CFA",0.3809585686286074,male,Barclays,"('ADBE', '2018 q4')",0.024824376683682203
15693,CTXS,2018 q4,4510,0.4883730365613775,"Raimo Lenschow, CFA",0.1754792620475292,male,Barclays,"('CTXS', '2018 q4')",0.0
15694,INTU,2018 q4,4510,0.6126238548221261,"Raimo Lenschow, CFA",0.4221716225533022,male,Barclays,"('INTU', '2018 q4')",0.0
15695,MSFT,2018 q4,4510,0.6163800738693799,"Raimo Lenschow, CFA",0.281555061303888,male,Barclays,"('MSFT', '2018 q4')",0.0
15696,NOW,2018 q4,4510,0.5536405129055073,"Raimo Lenschow, CFA",0.5951137861617398,male,Barclays,"('NOW', '2018 q4')",0.0
15697,ORCL,2018 q4,4510,0.6762821483586446,"Raimo Lenschow, CFA",0.2397365386774332,male,Barclays,"('ORCL', '2018 q4')",0.031603540293872356
15698,PAYC,2018 q4,4510,0.3839583625523122,"Raimo Lenschow, CFA",0.1702619104500242,male,Barclays,"('PAYC', '2018 q4')",0.014072093181312084
15699,ADBE,2018 q4,4510,0.5925684307008544,Mr. Ali Mogharabi,0.4672991298402583,male,"Morningstar, Inc.","('ADBE', '2018 q4')",0.0
15700,ADBE,2018 q4,4510,0.5925684307008544,Mr. Brad A. Zelnick,0.4131259695903608,male,Credit Suisse,"('ADBE', '2018 q4')",0.0
15701,ADSK,2018 q4,4510,0.4978385090293559,Mr. Brad A. Zelnick,0.2476614966693303,male,Credit Suisse,"('ADSK', '2018 q4')",0.011930079199373722
15702,AKAM,2018 q4,4510,0.6039625150702648,Mr. Brad A. Zelnick,0.5073233370037389,male,Credit Suisse,"('AKAM', '2018 q4')",0.0
15703,CRM,2018 q4,4510,0.6062959387383402,Mr. Brad A. Zelnick,0.3956007153689877,male,Credit Suisse,"('CRM', '2018 q4')",0.0
15704,FTNT,2018 q4,4510,0.6024154836215578,Mr. Brad A. Zelnick,0.2573840444236683,male,Credit Suisse,"('FTNT', '2018 q4')",0.0
15705,INTU,2018 q4,4510,0.6126238548221261,Mr. Brad A. Zelnick,0.4295348833390794,male,Credit Suisse,"('INTU', '2018 q4')",0.0
15706,MSFT,2018 q4,4510,0.6163800738693799,Mr. Brad A. Zelnick,0.2863830003878995,male,Credit Suisse,"('MSFT', '2018 q4')",0.0
15707,NOW,2018 q4,4510,0.5536405129055073,Mr. Brad A. Zelnick,0.2530354049324942,male,Credit Suisse,"('NOW', '2018 q4')",0.0
15708,ORCL,2018 q4,4510,0.6762821483586446,Mr. Brad A. Zelnick,0.2915559313367169,male,Credit Suisse,"('ORCL', '2018 q4')",0.0
15709,PAYC,2018 q4,4510,0.3839583625523122,Mr. Brad A. Zelnick,0.4745147822969706,male,Credit Suisse,"('PAYC', '2018 q4')",0.0
15710,ADBE,2018 q4,4510,0.5925684307008544,Mr. Ross S. MacMillan,0.2185201368287407,male,RBC Capital Markets,"('ADBE', '2018 q4')",0.0
15711,CRM,2018 q4,4510,0.6062959387383402,Mr. Ross S. MacMillan,0.1629261035739861,male,RBC Capital Markets,"('CRM', '2018 q4')",0.0
15712,INTU,2018 q4,4510,0.6126238548221261,Mr. Ross S. MacMillan,0.328895464720472,male,RBC Capital Markets,"('INTU', '2018 q4')",0.0
15713,MSFT,2018 q4,4510,0.6163800738693799,Mr. Ross S. MacMillan,0.2361619331787522,male,RBC Capital Markets,"('MSFT', '2018 q4')",0.0
15714,ORCL,2018 q4,4510,0.6762821483586446,Mr. Ross S. MacMillan,0.1986605332829662,male,RBC Capital Markets,"('ORCL', '2018 q4')",0.0
15715,PAYC,2018 q4,4510,0.3839583625523122,Mr. Ross S. MacMillan,0.1956467360873434,male,RBC Capital Markets,"('PAYC', '2018 q4')",0.0
15716,ADBE,2018 q4,4510,0.5925684307008544,"Mr. Saket Kalia, CFA, CFA",0.1834618876982259,male,Barclays,"('ADBE', '2018 q4')",0.0
15717,ADSK,2018 q4,4510,0.4978385090293559,"Mr. Saket Kalia, CFA, CFA",0.3088992737439976,male,Barclays,"('ADSK', '2018 q4')",0.0
15718,FTNT,2018 q4,4510,0.6024154836215578,"Mr. Saket Kalia, CFA, CFA",0.1875798854698337,male,Barclays,"('FTNT', '2018 q4')",0.0
15719,NLOK,2018 q4,4510,0.5986977759625152,"Mr. Saket Kalia, CFA, CFA",0.2549717393069206,male,Barclays,"('NLOK', '2018 q4')",0.0
15720,ADBE,2018 q4,4510,0.5925684307008544,Mr. Ravindra kulkarni,0.5327771621691176,male,Crispidea,"('ADBE', '2018 q4')",0.0
15721,CRM,2018 q4,4510,0.6062959387383402,Mr. Ravindra kulkarni,0.6591543468707672,male,Crispidea,"('CRM', '2018 q4')",0.0
15722,IBM,2018 q4,4510,0.5837882346566404,Mr. Ravindra kulkarni,0.6729795413953208,male,Crispidea,"('IBM', '2018 q4')",0.03333333507180214
15723,MSFT,2018 q4,4510,0.6163800738693799,Mr. Ravindra kulkarni,0.4997657320769303,male,Crispidea,"('MSFT', '2018 q4')",0.0
15724,NLOK,2018 q4,4510,0.5986977759625152,Mr. Ravindra kulkarni,0.443952238203884,male,Crispidea,"('NLOK', '2018 q4')",0.007198261562734842
15725,NOW,2018 q4,4510,0.5536405129055073,Mr. Ravindra kulkarni,0.6429939706510288,male,Crispidea,"('NOW', '2018 q4')",0.0
15726,ORCL,2018 q4,4510,0.6762821483586446,Mr. Ravindra kulkarni,0.5824560705535048,male,Crispidea,"('ORCL', '2018 q4')",0.010428199544548988
15727,PYPL,2018 q4,4510,0.5327174791608751,Mr. Ravindra kulkarni,0.2842302974215332,male,Crispidea,"('PYPL', '2018 q4')",0.01032253261655569
15728,ADBE,2018 q4,4510,0.5925684307008544,Mr. Patrick D. Walravens,0.2295668096011248,male,JMP Securities,"('ADBE', '2018 q4')",0.0
15729,ADBE,2018 q4,4510,0.5925684307008544,Kash Rangan,0.510437743437359,male,BofA Global Research,"('ADBE', '2018 q4')",0.0
15730,MSFT,2018 q4,4510,0.6163800738693799,Kash Rangan,0.3188859166298428,male,BofA Global Research,"('MSFT', '2018 q4')",0.0
15731,NOW,2018 q4,4510,0.5536405129055073,Kash Rangan,0.4287719562489749,male,BofA Global Research,"('NOW', '2018 q4')",0.0
15732,ADP,2018 q4,4510,0.710924381502373,Colin Plunkett,0.7503152293941104,male,"Morningstar, Inc.","('ADP', '2018 q4')",0.0
15733,ADS,2018 q4,4510,0.6204208893110517,Colin Plunkett,0.6784965772438706,male,"Morningstar, Inc.","('ADS', '2018 q4')",0.0
15734,FIS,2018 q4,4510,0.5099026326931264,Colin Plunkett,0.8018616861777096,male,"Morningstar, Inc.","('FIS', '2018 q4')",0.0
15735,FISV,2018 q4,4510,0.7547213014819762,Colin Plunkett,0.8022692899770747,male,"Morningstar, Inc.","('FISV', '2018 q4')",0.0
15736,JKHY,2018 q4,4510,0.633587972172083,Colin Plunkett,0.7056001878241539,male,"Morningstar, Inc.","('JKHY', '2018 q4')",0.0
15737,PAYX,2018 q4,4510,0.7903073788122993,Colin Plunkett,0.8793203787316198,male,"Morningstar, Inc.","('PAYX', '2018 q4')",0.0
15738,ADP,2018 q4,4510,0.710924381502373,"Mr. Ramsey C. El-Assal, Ph.d",0.4447093796188155,male,Barclays,"('ADP', '2018 q4')",0.0
15739,GPN,2018 q4,4510,0.56627022367153,"Mr. Ramsey C. El-Assal, Ph.d",0.6972756813970811,male,Barclays,"('GPN', '2018 q4')",0.0
15740,PAYX,2018 q4,4510,0.7903073788122993,"Mr. Ramsey C. El-Assal, Ph.d",0.6355307723546861,male,Barclays,"('PAYX', '2018 q4')",0.0
15741,ADP,2018 q4,4510,0.710924381502373,Kevin D. McVeigh,0.492734008360115,male,Credit Suisse,"('ADP', '2018 q4')",0.0
15742,ADP,2018 q4,4510,0.710924381502373,Mr. James E. Faucette,0.3858042059615868,male,Morgan Stanley,"('ADP', '2018 q4')",0.015674138441681862
15743,GPN,2018 q4,4510,0.56627022367153,Mr. James E. Faucette,0.2126891862443773,male,Morgan Stanley,"('GPN', '2018 q4')",0.0
15744,MA,2018 q4,4510,0.6179738351056576,Mr. James E. Faucette,0.2607146780193979,male,Morgan Stanley,"('MA', '2018 q4')",0.0446513295173645
15745,PAYX,2018 q4,4510,0.7903073788122993,Mr. James E. Faucette,0.629638243620619,male,Morgan Stanley,"('PAYX', '2018 q4')",0.0
15746,PYPL,2018 q4,4510,0.5327174791608751,Mr. James E. Faucette,0.6774247920152122,male,Morgan Stanley,"('PYPL', '2018 q4')",0.03333333507180214
15747,V,2018 q4,4510,0.491022111396114,Mr. James E. Faucette,0.2291189725321165,male,Morgan Stanley,"('V', '2018 q4')",0.0
15748,WU,2018 q4,4510,0.7351452706786061,Mr. James E. Faucette,0.3986641429746014,male,Morgan Stanley,"('WU', '2018 q4')",0.0
15749,ADP,2018 q4,4510,0.710924381502373,Mr. Nandan G. Amladi,0.240910751906176,male,Guggenheim Securities LLC,"('ADP', '2018 q4')",0.0
15750,PAYC,2018 q4,4510,0.3839583625523122,Mr. Nandan G. Amladi,0.265975078048478,male,Guggenheim Securities LLC,"('PAYC', '2018 q4')",0.03042525425553322
15751,ADP,2018 q4,4510,0.710924381502373,SADIF Research,0.9734099420530998,Not a person,Sadif Analytics Prime,"('ADP', '2018 q4')",0.9453187584877014
15752,CTSH,2018 q4,4510,0.7260493329027546,SADIF Research,0.940656303275589,Not a person,Sadif Analytics Prime,"('CTSH', '2018 q4')",0.949781060218811
15753,DXC,2018 q4,4510,0.69248491841248,SADIF Research,0.9895137951723872,Not a person,Sadif Analytics Prime,"('DXC', '2018 q4')",0.9786980152130127
15754,FLT,2018 q4,4510,0.6002873533330361,SADIF Research,0.991874206487644,Not a person,Sadif Analytics Prime,"('FLT', '2018 q4')",0.9744398593902588
15755,FTNT,2018 q4,4510,0.6024154836215578,SADIF Research,0.981714430303696,Not a person,Sadif Analytics Prime,"('FTNT', '2018 q4')",0.9792936444282532
15756,GPN,2018 q4,4510,0.56627022367153,SADIF Research,0.9978678031752516,Not a person,Sadif Analytics Prime,"('GPN', '2018 q4')",0.9703502655029297
15757,MA,2018 q4,4510,0.6179738351056576,SADIF Research,0.9593280599006272,Not a person,Sadif Analytics Prime,"('MA', '2018 q4')",0.9423679709434509
15758,ORCL,2018 q4,4510,0.6762821483586446,SADIF Research,0.9348782581339252,Not a person,Sadif Analytics Prime,"('ORCL', '2018 q4')",0.9360166192054749
15759,ADP,2018 q4,4510,0.710924381502373,Kartik Mehta,0.3370920206246958,male,Northcoast Research,"('ADP', '2018 q4')",0.0
15760,FIS,2018 q4,4510,0.5099026326931264,Kartik Mehta,0.1934391864370949,male,Northcoast Research,"('FIS', '2018 q4')",0.0
15761,JKHY,2018 q4,4510,0.633587972172083,Kartik Mehta,0.3228087004335345,male,Northcoast Research,"('JKHY', '2018 q4')",0.01534226443618536
15762,ADS,2018 q4,4510,0.6204208893110517,"Mr. Vincent A. Caintic, CFA",0.4160385877651943,male,Stephens Inc.,"('ADS', '2018 q4')",0.0
15763,ADS,2018 q4,4510,0.6204208893110517,"Mr. Jason S. Deleeuw, CFA",0.219257401811952,male,Piper Sandler Companies,"('ADS', '2018 q4')",0.0
15764,GPN,2018 q4,4510,0.56627022367153,"Mr. Jason S. Deleeuw, CFA",0.2185309541507039,male,Piper Sandler Companies,"('GPN', '2018 q4')",0.0
15765,MA,2018 q4,4510,0.6179738351056576,"Mr. Jason S. Deleeuw, CFA",0.2001723504033618,male,Piper Sandler Companies,"('MA', '2018 q4')",0.0
15766,PYPL,2018 q4,4510,0.5327174791608751,"Mr. Jason S. Deleeuw, CFA",0.1114763331053716,male,Piper Sandler Companies,"('PYPL', '2018 q4')",0.0
15767,ADS,2018 q4,4510,0.6204208893110517,"Daniel R. Perlin, CFA",0.3537282209679654,male,RBC Capital Markets,"('ADS', '2018 q4')",0.01180531270802021
15768,CTSH,2018 q4,4510,0.7260493329027546,"Daniel R. Perlin, CFA",0.5912381974816506,male,RBC Capital Markets,"('CTSH', '2018 q4')",0.03333333507180214
15769,DXC,2018 q4,4510,0.69248491841248,"Daniel R. Perlin, CFA",0.2285410097716987,male,RBC Capital Markets,"('DXC', '2018 q4')",0.0
15770,FIS,2018 q4,4510,0.5099026326931264,"Daniel R. Perlin, CFA",0.1333256297148325,male,RBC Capital Markets,"('FIS', '2018 q4')",0.005938796792179346
15771,FISV,2018 q4,4510,0.7547213014819762,"Daniel R. Perlin, CFA",0.3678149200718701,male,RBC Capital Markets,"('FISV', '2018 q4')",0.0
15772,GPN,2018 q4,4510,0.56627022367153,"Daniel R. Perlin, CFA",0.1454616994562164,male,RBC Capital Markets,"('GPN', '2018 q4')",0.0
15773,JKHY,2018 q4,4510,0.633587972172083,"Daniel R. Perlin, CFA",0.737866522565431,male,RBC Capital Markets,"('JKHY', '2018 q4')",0.03333333507180214
15774,MA,2018 q4,4510,0.6179738351056576,"Daniel R. Perlin, CFA",0.1443111861402153,male,RBC Capital Markets,"('MA', '2018 q4')",0.015822723507881165
15775,PYPL,2018 q4,4510,0.5327174791608751,"Daniel R. Perlin, CFA",0.2018412328329048,male,RBC Capital Markets,"('PYPL', '2018 q4')",0.0
15776,V,2018 q4,4510,0.491022111396114,"Daniel R. Perlin, CFA",0.1667217604365061,male,RBC Capital Markets,"('V', '2018 q4')",0.0
15777,WU,2018 q4,4510,0.7351452706786061,"Daniel R. Perlin, CFA",0.4423751670643892,male,RBC Capital Markets,"('WU', '2018 q4')",0.0
15778,ADS,2018 q4,4510,0.6204208893110517,"Andrew W. Jeffrey, CFA",0.1564822207801835,male,SunTrust Robinson Humphrey Capital Markets,"('ADS', '2018 q4')",0.0
15779,FIS,2018 q4,4510,0.5099026326931264,"Andrew W. Jeffrey, CFA",0.1692501000419819,male,SunTrust Robinson Humphrey Capital Markets,"('FIS', '2018 q4')",0.0
15780,GPN,2018 q4,4510,0.56627022367153,"Andrew W. Jeffrey, CFA",0.1777130384023982,male,SunTrust Robinson Humphrey Capital Markets,"('GPN', '2018 q4')",0.0
15781,MA,2018 q4,4510,0.6179738351056576,"Andrew W. Jeffrey, CFA",0.4427358343995861,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2018 q4')",0.0
15782,WU,2018 q4,4510,0.7351452706786061,"Andrew W. Jeffrey, CFA",0.4115162907647184,male,SunTrust Robinson Humphrey Capital Markets,"('WU', '2018 q4')",0.0
15783,ADS,2018 q4,4510,0.6204208893110517,David M. Scharf,0.3293441332786609,male,JMP Securities,"('ADS', '2018 q4')",0.0
15784,GPN,2018 q4,4510,0.56627022367153,David M. Scharf,0.0801224229336623,male,JMP Securities,"('GPN', '2018 q4')",0.012148679234087467
15785,WU,2018 q4,4510,0.7351452706786061,David M. Scharf,0.5624134014967841,male,JMP Securities,"('WU', '2018 q4')",0.03240162506699562
15786,ADS,2018 q4,4510,0.6204208893110517,"Mr. John D. Kernan, CFA",0.5200416716632658,male,Cowen and Company,"('ADS', '2018 q4')",0.0
15787,ADS,2018 q4,4510,0.6204208893110517,Mr. Timothy W. Willi,0.1785410890277343,male,"Wells Fargo Securities, LLC","('ADS', '2018 q4')",0.0
15788,FIS,2018 q4,4510,0.5099026326931264,Mr. Timothy W. Willi,0.1197839508453475,male,"Wells Fargo Securities, LLC","('FIS', '2018 q4')",0.0
15789,FLT,2018 q4,4510,0.6002873533330361,Mr. Timothy W. Willi,0.2073587919826319,male,"Wells Fargo Securities, LLC","('FLT', '2018 q4')",0.027937302365899086
15790,GPN,2018 q4,4510,0.56627022367153,Mr. Timothy W. Willi,0.1045907418564699,male,"Wells Fargo Securities, LLC","('GPN', '2018 q4')",0.008322960697114468
15791,PYPL,2018 q4,4510,0.5327174791608751,Mr. Timothy W. Willi,0.0649134893614965,male,"Wells Fargo Securities, LLC","('PYPL', '2018 q4')",0.0
15792,WU,2018 q4,4510,0.7351452706786061,Mr. Timothy W. Willi,0.2807604811111523,male,"Wells Fargo Securities, LLC","('WU', '2018 q4')",0.010492163710296154
15793,ADS,2018 q4,4510,0.6204208893110517,Mr. Georgios Mihalos,0.3906897674219042,male,Cowen and Company,"('ADS', '2018 q4')",0.0
15794,GPN,2018 q4,4510,0.56627022367153,Mr. Georgios Mihalos,0.7675633313489936,male,Cowen and Company,"('GPN', '2018 q4')",0.0
15795,PYPL,2018 q4,4510,0.5327174791608751,Mr. Georgios Mihalos,0.6360147611996152,male,Cowen and Company,"('PYPL', '2018 q4')",0.0
15796,V,2018 q4,4510,0.491022111396114,Mr. Georgios Mihalos,0.6918169206226502,male,Cowen and Company,"('V', '2018 q4')",0.0
15797,ADS,2018 q4,4510,0.6204208893110517,Mr. Ashish Sabadra,0.8789869096450903,male,Deutsche Bank,"('ADS', '2018 q4')",0.0
15798,FLT,2018 q4,4510,0.6002873533330361,Mr. Ashish Sabadra,0.8688653275209338,male,Deutsche Bank,"('FLT', '2018 q4')",0.0
15799,ADS,2018 q4,4510,0.6204208893110517,Mr. Paul Condra,0.3562810733096936,male,Credit Suisse,"('ADS', '2018 q4')",0.0
15800,FIS,2018 q4,4510,0.5099026326931264,Mr. Paul Condra,0.5379233388018502,male,Credit Suisse,"('FIS', '2018 q4')",0.0
15801,FISV,2018 q4,4510,0.7547213014819762,Mr. Paul Condra,0.7412326156306528,male,Credit Suisse,"('FISV', '2018 q4')",0.0
15802,FLT,2018 q4,4510,0.6002873533330361,Mr. Paul Condra,0.474893729627709,male,Credit Suisse,"('FLT', '2018 q4')",0.0
15803,GPN,2018 q4,4510,0.56627022367153,Mr. Paul Condra,0.4874573049687635,male,Credit Suisse,"('GPN', '2018 q4')",0.0
15804,ADSK,2018 q4,4510,0.4978385090293559,"Mr. Gregg S. Moskowitz, CFA",0.5379875911499361,male,Cowen and Company,"('ADSK', '2018 q4')",0.0
15805,CTXS,2018 q4,4510,0.4883730365613775,"Mr. Gregg S. Moskowitz, CFA",0.5908532880961956,male,Cowen and Company,"('CTXS', '2018 q4')",0.0
15806,FTNT,2018 q4,4510,0.6024154836215578,"Mr. Gregg S. Moskowitz, CFA",0.5937502411296388,male,Cowen and Company,"('FTNT', '2018 q4')",0.0
15807,MSFT,2018 q4,4510,0.6163800738693799,"Mr. Gregg S. Moskowitz, CFA",0.6760668549658788,male,Cowen and Company,"('MSFT', '2018 q4')",0.0
15808,NLOK,2018 q4,4510,0.5986977759625152,"Mr. Gregg S. Moskowitz, CFA",0.4929879898599351,male,Cowen and Company,"('NLOK', '2018 q4')",0.0
15809,VRSN,2018 q4,4510,0.9533239050001908,"Mr. Gregg S. Moskowitz, CFA",0.9493640438451174,male,Cowen and Company,"('VRSN', '2018 q4')",0.0
15810,ADSK,2018 q4,4510,0.4978385090293559,Mr. Steve R. Koenig,0.1864986961333527,male,Wedbush Securities Inc.,"('ADSK', '2018 q4')",0.0
15811,CRM,2018 q4,4510,0.6062959387383402,Mr. Steve R. Koenig,0.1911356316707779,male,Wedbush Securities Inc.,"('CRM', '2018 q4')",0.0
15812,ADSK,2018 q4,4510,0.4978385090293559,Mr. Stephen D. Bersey,0.1542291468740415,male,MUFG Securities Americas Inc.,"('ADSK', '2018 q4')",0.0
15813,ORCL,2018 q4,4510,0.6762821483586446,Mr. Stephen D. Bersey,0.2300909392065885,male,MUFG Securities Americas Inc.,"('ORCL', '2018 q4')",0.02478944044560194
15814,ADSK,2018 q4,4510,0.4978385090293559,Ken Talanian,0.1506158327549034,male,EVERCORE ISI,"('ADSK', '2018 q4')",0.019449694082140923
15815,FTNT,2018 q4,4510,0.6024154836215578,Ken Talanian,0.4943605979330226,male,EVERCORE ISI,"('FTNT', '2018 q4')",0.0
15816,NLOK,2018 q4,4510,0.5986977759625152,Ken Talanian,0.4493762270603762,male,EVERCORE ISI,"('NLOK', '2018 q4')",0.0
15817,ADSK,2018 q4,4510,0.4978385090293559,Mr. Chaim Siegel,0.3935793908853872,male,Elazar Advisors,"('ADSK', '2018 q4')",0.06790892034769058
15818,AKAM,2018 q4,4510,0.6039625150702648,Mr. Matthew Dolgin,0.7733538909440085,male,"Morningstar, Inc.","('AKAM', '2018 q4')",0.0
15819,AKAM,2018 q4,4510,0.6039625150702648,Mr. Vijay Bhagavath,0.7506782963843548,male,Deutsche Bank,"('AKAM', '2018 q4')",0.0
15820,AKAM,2018 q4,4510,0.6039625150702648,"Jim D. Breen, Jr",0.298319144371711,male,William Blair & Company,"('AKAM', '2018 q4')",0.0
15821,AKAM,2018 q4,4510,0.6039625150702648,Mr. Andrew J. Nowinski,0.3402505069887122,male,Piper Sandler Companies,"('AKAM', '2018 q4')",0.0
15822,FTNT,2018 q4,4510,0.6024154836215578,Mr. Andrew J. Nowinski,0.2625772193610644,male,Piper Sandler Companies,"('FTNT', '2018 q4')",0.0
15823,NLOK,2018 q4,4510,0.5986977759625152,Mr. Andrew J. Nowinski,0.328526885377094,male,Piper Sandler Companies,"('NLOK', '2018 q4')",0.0
15824,AKAM,2018 q4,4510,0.6039625150702648,Mr. Mark S. Mahaney,0.2440675309941982,male,RBC Capital Markets,"('AKAM', '2018 q4')",0.0
15825,AKAM,2018 q4,4510,0.6039625150702648,"Timothy K. Horan, CFA",0.2467702762352659,male,"Oppenheimer & Co., Inc.","('AKAM', '2018 q4')",0.0
15826,AKAM,2018 q4,4510,0.6039625150702648,Greg P Miller,0.1825971206893664,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2018 q4')",0.0
15827,CDNS,2018 q4,4510,0.0,Mr. Gary W. Mobley,,male,The Benchmark Company LLC,"('CDNS', '2018 q4')",0.0
15828,SNPS,2018 q4,4510,0.513803749580708,Mr. Gary W. Mobley,0.3597530287806775,male,The Benchmark Company LLC,"('SNPS', '2018 q4')",0.012223252095282078
15829,CRM,2018 q4,4510,0.6062959387383402,Mr. Daniel Greenfield,0.2678878327559503,male,EVERCORE ISI,"('CRM', '2018 q4')",0.0
15830,CRM,2018 q4,4510,0.6062959387383402,Karl E. Keirstead,0.9233892326141968,male,Deutsche Bank,"('CRM', '2018 q4')",0.0
15831,MSFT,2018 q4,4510,0.6163800738693799,Karl E. Keirstead,0.5487267930848514,male,Deutsche Bank,"('MSFT', '2018 q4')",0.0
15832,NLOK,2018 q4,4510,0.5986977759625152,Karl E. Keirstead,0.9334437328366848,male,Deutsche Bank,"('NLOK', '2018 q4')",0.0
15833,NOW,2018 q4,4510,0.5536405129055073,Karl E. Keirstead,0.9236769624100726,male,Deutsche Bank,"('NOW', '2018 q4')",0.0
15834,ORCL,2018 q4,4510,0.6762821483586446,Karl E. Keirstead,0.8527569681430347,male,Deutsche Bank,"('ORCL', '2018 q4')",0.0
15835,CRM,2018 q4,4510,0.6062959387383402,Ms. Shubhadha Mathad,0.3172676069330243,female,Crispidea,"('CRM', '2018 q4')",0.0
15836,PYPL,2018 q4,4510,0.5327174791608751,Ms. Shubhadha Mathad,0.324555899971924,female,Crispidea,"('PYPL', '2018 q4')",0.0
15837,CRM,2018 q4,4510,0.6062959387383402,Mr. John DiFucci,0.1816659510248025,male,Jefferies,"('CRM', '2018 q4')",0.0
15838,CTXS,2018 q4,4510,0.4883730365613775,Mr. John DiFucci,0.1337287219748803,male,Jefferies,"('CTXS', '2018 q4')",0.0
15839,MSFT,2018 q4,4510,0.6163800738693799,Mr. John DiFucci,0.3733878210969568,male,Jefferies,"('MSFT', '2018 q4')",0.0
15840,NLOK,2018 q4,4510,0.5986977759625152,Mr. John DiFucci,0.1949793833212092,male,Jefferies,"('NLOK', '2018 q4')",0.0
15841,PAYC,2018 q4,4510,0.3839583625523122,Mr. John DiFucci,0.2312671403655308,male,Jefferies,"('PAYC', '2018 q4')",0.0
15842,CRM,2018 q4,4510,0.6062959387383402,Mr. Andrew Lane,0.7740137734480182,male,"Morningstar, Inc.","('CRM', '2018 q4')",0.05244872160255909
15843,CRM,2018 q4,4510,0.6062959387383402,Terry Tillman,0.217497739438618,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2018 q4')",0.0
15844,CTSH,2018 q4,4510,0.7260493329027546,"Glenn E. Greene, CFA",0.2714068411935064,male,"Oppenheimer & Co., Inc.","('CTSH', '2018 q4')",0.013090798010428747
15845,FIS,2018 q4,4510,0.5099026326931264,"Glenn E. Greene, CFA",0.170050766777054,male,"Oppenheimer & Co., Inc.","('FIS', '2018 q4')",0.0
15846,FISV,2018 q4,4510,0.7547213014819762,"Glenn E. Greene, CFA",0.4845777401541004,male,"Oppenheimer & Co., Inc.","('FISV', '2018 q4')",0.0
15847,FLT,2018 q4,4510,0.6002873533330361,"Glenn E. Greene, CFA",0.2659595962123875,male,"Oppenheimer & Co., Inc.","('FLT', '2018 q4')",0.0
15848,GPN,2018 q4,4510,0.56627022367153,"Glenn E. Greene, CFA",0.173339655564048,male,"Oppenheimer & Co., Inc.","('GPN', '2018 q4')",0.0
15849,JKHY,2018 q4,4510,0.633587972172083,"Glenn E. Greene, CFA",0.4046116974918998,male,"Oppenheimer & Co., Inc.","('JKHY', '2018 q4')",0.0
15850,MA,2018 q4,4510,0.6179738351056576,"Glenn E. Greene, CFA",0.1441762025722605,male,"Oppenheimer & Co., Inc.","('MA', '2018 q4')",0.0
15851,PYPL,2018 q4,4510,0.5327174791608751,"Glenn E. Greene, CFA",0.1450904530911868,male,"Oppenheimer & Co., Inc.","('PYPL', '2018 q4')",0.0
15852,V,2018 q4,4510,0.491022111396114,"Glenn E. Greene, CFA",0.1207327195601757,male,"Oppenheimer & Co., Inc.","('V', '2018 q4')",0.0
15853,CTSH,2018 q4,4510,0.7260493329027546,Ashwin Mehta,0.2259080622590898,male,Nomura,"('CTSH', '2018 q4')",0.013037272728979588
15854,CTSH,2018 q4,4510,0.7260493329027546,Mr. Christopher A. Jacobson,0.7794566031878362,male,Susquehanna Financial Group LLLP,"('CTSH', '2018 q4')",0.16429917141795158
15855,CTSH,2018 q4,4510,0.7260493329027546,"Edward S. Caso, Jr",0.3016367692937169,male,"Wells Fargo Securities, LLC","('CTSH', '2018 q4')",0.0
15856,DXC,2018 q4,4510,0.69248491841248,"Edward S. Caso, Jr",0.273176234335009,male,"Wells Fargo Securities, LLC","('DXC', '2018 q4')",0.01666666753590107
15857,CTSH,2018 q4,4510,0.7260493329027546,"Surinder Thind, CFA",0.457023723483102,male,Jefferies,"('CTSH', '2018 q4')",0.011807882227003574
15858,CTXS,2018 q4,4510,0.4883730365613775,"Mr. Jason N. Ader, CFA",0.2598415283660976,male,William Blair & Company,"('CTXS', '2018 q4')",0.0
15859,CTXS,2018 q4,4510,0.4883730365613775,Mr. Ittai Kidron,0.1525776509900447,male,"Oppenheimer & Co., Inc.","('CTXS', '2018 q4')",0.0
15860,CTXS,2018 q4,4510,0.4883730365613775,Mr. Josep Bori,0.3379934154559325,male,Berenberg,"('CTXS', '2018 q4')",0.0
15861,IBM,2018 q4,4510,0.5837882346566404,Mr. Josep Bori,0.3077617805797957,male,Berenberg,"('IBM', '2018 q4')",0.0
15862,DXC,2018 q4,4510,0.69248491841248,Georgios Kertsos,0.6124361951145706,male,Berenberg,"('DXC', '2018 q4')",0.015468141995370388
15863,DXC,2018 q4,4510,0.69248491841248,Mr. Rayna Kumar,0.568034801452056,male,EVERCORE ISI,"('DXC', '2018 q4')",0.0
15864,WU,2018 q4,4510,0.7351452706786061,Mr. Rayna Kumar,0.58833002396559,male,EVERCORE ISI,"('WU', '2018 q4')",0.0
15865,FIS,2018 q4,4510,0.5099026326931264,Mr. Jeff Cantwell,0.1583871559857836,male,Guggenheim Securities LLC,"('FIS', '2018 q4')",0.0
15866,FISV,2018 q4,4510,0.7547213014819762,Mr. Jeff Cantwell,0.3765630162760927,male,Guggenheim Securities LLC,"('FISV', '2018 q4')",0.0
15867,GPN,2018 q4,4510,0.56627022367153,Mr. Jeff Cantwell,0.1044446826281932,male,Guggenheim Securities LLC,"('GPN', '2018 q4')",0.006410575937479734
15868,MA,2018 q4,4510,0.6179738351056576,Mr. Jeff Cantwell,0.189831946274728,male,Guggenheim Securities LLC,"('MA', '2018 q4')",0.0
15869,PYPL,2018 q4,4510,0.5327174791608751,Mr. Jeff Cantwell,0.1665163358968266,male,Guggenheim Securities LLC,"('PYPL', '2018 q4')",0.0
15870,V,2018 q4,4510,0.491022111396114,Mr. Jeff Cantwell,0.1571556049327363,male,Guggenheim Securities LLC,"('V', '2018 q4')",0.0
15871,FIS,2018 q4,4510,0.5099026326931264,"Mr. Chris Shutler, CFA",0.2350845671805265,male,William Blair & Company,"('FIS', '2018 q4')",0.0
15872,FISV,2018 q4,4510,0.7547213014819762,"Mr. Chris Shutler, CFA",0.3618884854901073,male,William Blair & Company,"('FISV', '2018 q4')",0.0
15873,FLT,2018 q4,4510,0.6002873533330361,Mr. Robert P. Napoli,0.2704658518438249,male,William Blair & Company,"('FLT', '2018 q4')",0.0
15874,GPN,2018 q4,4510,0.56627022367153,Mr. Robert P. Napoli,0.138950415832479,male,William Blair & Company,"('GPN', '2018 q4')",0.0
15875,PYPL,2018 q4,4510,0.5327174791608751,Mr. Robert P. Napoli,0.1081084593731285,male,William Blair & Company,"('PYPL', '2018 q4')",0.0
15876,FTNT,2018 q4,4510,0.6024154836215578,"Mr. Gray W. Powell, CFA",0.901113101909604,male,Deutsche Bank,"('FTNT', '2018 q4')",0.0
15877,FTNT,2018 q4,4510,0.6024154836215578,Ms. Melissa A. Franchi,0.2131069797868515,female,Morgan Stanley,"('FTNT', '2018 q4')",0.0
15878,FTNT,2018 q4,4510,0.6024154836215578,Dan Bergstrom,0.2374688738732474,male,RBC Capital Markets,"('FTNT', '2018 q4')",0.010303283110260963
15879,FTNT,2018 q4,4510,0.6024154836215578,Mr. Keith Snyder,0.5708949963834833,male,CFRA Equity Research,"('FTNT', '2018 q4')",0.0
15880,NLOK,2018 q4,4510,0.5986977759625152,Mr. Keith Snyder,0.7532994812456664,male,CFRA Equity Research,"('NLOK', '2018 q4')",0.0
15881,FTNT,2018 q4,4510,0.6024154836215578,Shaul Eyal,0.1400614349894308,male,"Oppenheimer & Co., Inc.","('FTNT', '2018 q4')",0.016935748979449272
15882,FTNT,2018 q4,4510,0.6024154836215578,"Shebly Seyrafi, CFA",0.6837117634740816,male,FBN Securities,"('FTNT', '2018 q4')",0.03333333507180214
15883,FTNT,2018 q4,4510,0.6024154836215578,Ms. Catharine A. Trebnick,0.1249962187212494,female,Colliers Securities,"('FTNT', '2018 q4')",0.03128044679760933
15884,FTNT,2018 q4,4510,0.6024154836215578,Mark Cash,0.4736422519242229,male,"Morningstar, Inc.","('FTNT', '2018 q4')",0.0
15885,NLOK,2018 q4,4510,0.5986977759625152,Mark Cash,0.5386363115789075,male,"Morningstar, Inc.","('NLOK', '2018 q4')",0.0
15886,FTNT,2018 q4,4510,0.6024154836215578,Mr. Jonathan F. Ho,0.1287684262921715,male,William Blair & Company,"('FTNT', '2018 q4')",0.0
15887,NLOK,2018 q4,4510,0.5986977759625152,Mr. Jonathan F. Ho,0.1699992839528458,male,William Blair & Company,"('NLOK', '2018 q4')",0.026141375303268433
15888,GPN,2018 q4,4510,0.56627022367153,Mr. Brett Horn,0.7042437817732768,male,"Morningstar, Inc.","('GPN', '2018 q4')",0.0
15889,MA,2018 q4,4510,0.6179738351056576,Mr. Brett Horn,0.7422460053759431,male,"Morningstar, Inc.","('MA', '2018 q4')",0.0
15890,PYPL,2018 q4,4510,0.5327174791608751,Mr. Brett Horn,0.5541387546026281,male,"Morningstar, Inc.","('PYPL', '2018 q4')",0.0
15891,V,2018 q4,4510,0.491022111396114,Mr. Brett Horn,0.6463328173917866,male,"Morningstar, Inc.","('V', '2018 q4')",0.0
15892,WU,2018 q4,4510,0.7351452706786061,Mr. Brett Horn,0.7630464624557473,male,"Morningstar, Inc.","('WU', '2018 q4')",0.01666666753590107
15893,GPN,2018 q4,4510,0.56627022367153,"Ari Wald, CFA",0.2523771972763877,male,"Oppenheimer & Co., Inc.","('GPN', '2018 q4')",0.0
15894,IBM,2018 q4,4510,0.5837882346566404,"Mr. Amit J. Daryanani, CFA",0.1915958552266448,male,RBC Capital Markets,"('IBM', '2018 q4')",0.0
15895,IBM,2018 q4,4510,0.5837882346566404,Ms. Katy L. Huberty,0.2061555582071254,female,Morgan Stanley,"('IBM', '2018 q4')",0.0
15896,IBM,2018 q4,4510,0.5837882346566404,Wamsi Mohan,0.3486490697270332,male,BofA Global Research,"('IBM', '2018 q4')",0.0
15897,IBM,2018 q4,4510,0.5837882346566404,Moshe Katri,0.4575908239875603,male,Wedbush Securities Inc.,"('IBM', '2018 q4')",0.0
15898,PYPL,2018 q4,4510,0.5327174791608751,Moshe Katri,0.5486927700716822,male,Wedbush Securities Inc.,"('PYPL', '2018 q4')",0.0
15899,IBM,2018 q4,4510,0.5837882346566404,"Mr. Steven M. Milunovich, CFA",0.2301495823682108,male,Wolfe Research,"('IBM', '2018 q4')",0.017640123143792152
15900,INTU,2018 q4,4510,0.6126238548221261,Michael Turrin,0.5951739273748491,male,Deutsche Bank,"('INTU', '2018 q4')",0.0
15901,INTU,2018 q4,4510,0.6126238548221261,"Kenneth Wong, CFA",0.2426533424154901,male,Guggenheim Securities LLC,"('INTU', '2018 q4')",0.0
15902,IT,2018 q4,4510,0.4848885202139703,"Timothy J. McHugh, CFA",0.3862910525831787,male,William Blair & Company,"('IT', '2018 q4')",0.0
15903,IT,2018 q4,4510,0.4848885202139703,"Mr. Gary E. Bisbee, CFA",0.3169198366942473,male,BofA Global Research,"('IT', '2018 q4')",0.013528691604733467
15904,IT,2018 q4,4510,0.4848885202139703,"Peter P. Appert, CFA",0.2736189690201167,male,Piper Sandler Companies,"('IT', '2018 q4')",0.0
15905,MA,2018 q4,4510,0.6179738351056576,Mr. Moshe Orenbuch,0.2732362511491328,male,Credit Suisse,"('MA', '2018 q4')",0.0
15906,PYPL,2018 q4,4510,0.5327174791608751,Mr. Moshe Orenbuch,0.6478390126324243,male,Credit Suisse,"('PYPL', '2018 q4')",0.0
15907,V,2018 q4,4510,0.491022111396114,Mr. Moshe Orenbuch,0.1910809403428598,male,Credit Suisse,"('V', '2018 q4')",0.0
15908,MA,2018 q4,4510,0.6179738351056576,"Mr. Christopher R. Donat, CFA",0.1948044867388597,male,Sandler O'Neill & Partners,"('MA', '2018 q4')",0.01666666753590107
15909,NLOK,2018 q4,4510,0.5986977759625152,Erik L. Suppiger,0.2681081234920394,male,JMP Securities,"('NLOK', '2018 q4')",0.0
15910,NOW,2018 q4,4510,0.5536405129055073,Mr. Samad S. Samana,0.1757776054264097,male,Jefferies,"('NOW', '2018 q4')",0.0
15911,PAYX,2018 q4,4510,0.7903073788122993,Mr. Samad S. Samana,0.5045056387437291,male,Jefferies,"('PAYX', '2018 q4')",0.0
15912,NOW,2018 q4,4510,0.5536405129055073,Mr. Jonathan Kees,0.1457264089255045,male,Summit Insights Group,"('NOW', '2018 q4')",0.0
15913,NOW,2018 q4,4510,0.5536405129055073,"Mr. Justin A. Furby, CFA",0.2147657100507991,male,William Blair & Company,"('NOW', '2018 q4')",0.0
15914,ORCL,2018 q4,4510,0.6762821483586446,Mr. John Barrett,0.5605773314766681,male,"Morningstar, Inc.","('ORCL', '2018 q4')",0.026086850091814995
15915,ORCL,2018 q4,4510,0.6762821483586446,Mr. Alex Zukin,0.1959714238674648,male,Piper Sandler Companies,"('ORCL', '2018 q4')",0.006560354959219694
15916,ORCL,2018 q4,4510,0.6762821483586446,Mr. David A. Talbot,0.8728109650471517,male,Eight Capital,"('ORCL', '2018 q4')",0.0
15917,ORCL,2018 q4,4510,0.6762821483586446,"Mr. MacMurray D. Whale, PHD",0.5707207762895968,male,Cormark Securities Inc.,"('ORCL', '2018 q4')",0.03333333507180214
15918,PAYC,2018 q4,4510,0.3839583625523122,Shankar Subramanian,0.3649576332468439,male,BofA Global Research,"('PAYC', '2018 q4')",0.0
15919,PAYC,2018 q4,4510,0.3839583625523122,Mr. David E. Hynes Jr.,0.3947562663926549,male,Canaccord Genuity,"('PAYC', '2018 q4')",0.01964939385652542
15920,PYPL,2018 q4,4510,0.5327174791608751,"Mr. Michael M. Tarkan, CFA",0.0862018376926074,male,Compass Point Research & Trading LLC,"('PYPL', '2018 q4')",0.0
15921,PYPL,2018 q4,4510,0.5327174791608751,Mr. Mark Palmer,0.1909450872980733,male,BTIG,"('PYPL', '2018 q4')",0.012637726962566376
15922,PYPL,2018 q4,4510,0.5327174791608751,"Mr. Michael Graham, CFA",0.1397942379018154,male,Canaccord Genuity,"('PYPL', '2018 q4')",0.0
15923,SNPS,2018 q4,4510,0.513803749580708,Mr. Mitch T. Steves,0.2850507606180859,male,RBC Capital Markets,"('SNPS', '2018 q4')",0.01440825592726469
15924,SNPS,2018 q4,4510,0.513803749580708,Gal Munda,0.33474694549549,male,Berenberg,"('SNPS', '2018 q4')",0.0
15925,ACN,2019 q1,4510,0.6477093819292679,Mr. Andrew Lange,0.8218981487646211,male,"Morningstar, Inc.","('ACN', '2019 q1')",0.01666666753590107
15926,ADSK,2019 q1,4510,0.5431085920377778,Mr. Andrew Lange,0.6801431474826618,male,"Morningstar, Inc.","('ADSK', '2019 q1')",0.0
15927,CRM,2019 q1,4510,0.5839112061584936,Mr. Andrew Lange,0.7291908584019884,male,"Morningstar, Inc.","('CRM', '2019 q1')",0.0
15928,CTSH,2019 q1,4510,0.6051312452491991,Mr. Andrew Lange,0.7261884081215401,male,"Morningstar, Inc.","('CTSH', '2019 q1')",0.0
15929,CTXS,2019 q1,4510,0.8395136813787998,Mr. Andrew Lange,0.720218703593885,male,"Morningstar, Inc.","('CTXS', '2019 q1')",0.0
15930,DXC,2019 q1,4510,0.6977741879591111,Mr. Andrew Lange,0.733289976314363,male,"Morningstar, Inc.","('DXC', '2019 q1')",0.0
15931,IBM,2019 q1,4510,0.7371382264079899,Mr. Andrew Lange,0.6384127056614758,male,"Morningstar, Inc.","('IBM', '2019 q1')",0.005412940867245197
15932,INTU,2019 q1,4510,0.6872241330336623,Mr. Andrew Lange,0.7426362328431905,male,"Morningstar, Inc.","('INTU', '2019 q1')",0.0
15933,MSFT,2019 q1,4510,0.6601498548106391,Mr. Andrew Lange,0.6394076079048566,male,"Morningstar, Inc.","('MSFT', '2019 q1')",0.0
15934,NOW,2019 q1,4510,0.4571849007747938,Mr. Andrew Lange,0.4788527644200249,male,"Morningstar, Inc.","('NOW', '2019 q1')",0.0
15935,VRSN,2019 q1,4510,0.9698191695961756,Mr. Andrew Lange,0.9698191695961756,male,"Morningstar, Inc.","('VRSN', '2019 q1')",0.0
15936,ACN,2019 q1,4510,0.6477093819292679,"Daniel R. Perlin, CFA",0.1982717453385635,male,RBC Capital Markets,"('ACN', '2019 q1')",0.0
15937,ADS,2019 q1,4510,0.7142985233752004,"Daniel R. Perlin, CFA",0.3401100644373985,male,RBC Capital Markets,"('ADS', '2019 q1')",0.02341429330408573
15938,CTSH,2019 q1,4510,0.6051312452491991,"Daniel R. Perlin, CFA",0.1312212222827297,male,RBC Capital Markets,"('CTSH', '2019 q1')",0.0
15939,DXC,2019 q1,4510,0.6977741879591111,"Daniel R. Perlin, CFA",0.2345334426566254,male,RBC Capital Markets,"('DXC', '2019 q1')",0.0
15940,FIS,2019 q1,4510,0.6226678747863272,"Daniel R. Perlin, CFA",0.2509087406300456,male,RBC Capital Markets,"('FIS', '2019 q1')",0.0
15941,FISV,2019 q1,4510,0.5689608230754013,"Daniel R. Perlin, CFA",0.2426122235091627,male,RBC Capital Markets,"('FISV', '2019 q1')",0.0
15942,GPN,2019 q1,4510,0.5566277057113428,"Daniel R. Perlin, CFA",0.1307699681697207,male,RBC Capital Markets,"('GPN', '2019 q1')",0.011111111690600714
15943,JKHY,2019 q1,4510,0.5107134945508015,"Daniel R. Perlin, CFA",0.2239088558401383,male,RBC Capital Markets,"('JKHY', '2019 q1')",0.0
15944,PYPL,2019 q1,4510,0.5185733879010015,"Daniel R. Perlin, CFA",0.1560495318302765,male,RBC Capital Markets,"('PYPL', '2019 q1')",0.0
15945,V,2019 q1,4510,0.6281293665917861,"Daniel R. Perlin, CFA",0.2417412627249206,male,RBC Capital Markets,"('V', '2019 q1')",0.0
15946,WU,2019 q1,4510,0.8439601024504647,"Daniel R. Perlin, CFA",0.6632986481763032,male,RBC Capital Markets,"('WU', '2019 q1')",0.03333333507180214
15947,ACN,2019 q1,4510,0.6477093819292679,"Mr. Frank Atkins, CFA",0.1917582990766733,male,SunTrust Robinson Humphrey Capital Markets,"('ACN', '2019 q1')",0.0
15948,CTSH,2019 q1,4510,0.6051312452491991,"Mr. Frank Atkins, CFA",0.1242938867751577,male,SunTrust Robinson Humphrey Capital Markets,"('CTSH', '2019 q1')",0.0
15949,DXC,2019 q1,4510,0.6977741879591111,"Mr. Frank Atkins, CFA",0.2205195250826784,male,SunTrust Robinson Humphrey Capital Markets,"('DXC', '2019 q1')",0.0
15950,ACN,2019 q1,4510,0.6477093819292679,David Holt,0.720345853776882,male,CFRA Equity Research,"('ACN', '2019 q1')",0.0
15951,ADP,2019 q1,4510,0.7515826739415999,David Holt,0.7128595843114214,male,CFRA Equity Research,"('ADP', '2019 q1')",0.0
15952,ADS,2019 q1,4510,0.7142985233752004,David Holt,0.7454815378996438,male,CFRA Equity Research,"('ADS', '2019 q1')",0.0
15953,BR,2019 q1,4510,0.5707139592639126,David Holt,0.5707139592639126,male,CFRA Equity Research,"('BR', '2019 q1')",0.0
15954,CTSH,2019 q1,4510,0.6051312452491991,David Holt,0.6691141091342777,male,CFRA Equity Research,"('CTSH', '2019 q1')",0.0
15955,DXC,2019 q1,4510,0.6977741879591111,David Holt,0.6634777325840029,male,CFRA Equity Research,"('DXC', '2019 q1')",0.0
15956,FIS,2019 q1,4510,0.6226678747863272,David Holt,0.5384880353644214,male,CFRA Equity Research,"('FIS', '2019 q1')",0.0
15957,FISV,2019 q1,4510,0.5689608230754013,David Holt,0.4854380444147605,male,CFRA Equity Research,"('FISV', '2019 q1')",0.0
15958,FLT,2019 q1,4510,0.4096782852577655,David Holt,0.4764941760483682,male,CFRA Equity Research,"('FLT', '2019 q1')",0.0
15959,GPN,2019 q1,4510,0.5566277057113428,David Holt,0.5138953071410745,male,CFRA Equity Research,"('GPN', '2019 q1')",0.0
15960,IBM,2019 q1,4510,0.7371382264079899,David Holt,0.7046384313534391,male,CFRA Equity Research,"('IBM', '2019 q1')",0.0
15961,IT,2019 q1,4510,0.758800968694355,David Holt,0.7356461546875294,male,CFRA Equity Research,"('IT', '2019 q1')",0.0
15962,JKHY,2019 q1,4510,0.5107134945508015,David Holt,0.5551687947907641,male,CFRA Equity Research,"('JKHY', '2019 q1')",0.008333333767950535
15963,PAYX,2019 q1,4510,0.695812637927239,David Holt,0.5783417396270766,male,CFRA Equity Research,"('PAYX', '2019 q1')",0.0
15964,ACN,2019 q1,4510,0.6477093819292679,Moshe Katri,0.3700090413511783,male,Wedbush Securities Inc.,"('ACN', '2019 q1')",0.0
15965,FIS,2019 q1,4510,0.6226678747863272,Moshe Katri,0.3331160680674419,male,Wedbush Securities Inc.,"('FIS', '2019 q1')",0.0
15966,ACN,2019 q1,4510,0.6477093819292679,Mr. Bryan Keane,0.7718825863121843,male,Deutsche Bank,"('ACN', '2019 q1')",0.0
15967,ADP,2019 q1,4510,0.7515826739415999,Mr. Bryan Keane,0.7945375826007971,male,Deutsche Bank,"('ADP', '2019 q1')",0.0
15968,CTSH,2019 q1,4510,0.6051312452491991,Mr. Bryan Keane,0.3684650261951664,male,Deutsche Bank,"('CTSH', '2019 q1')",0.0
15969,DXC,2019 q1,4510,0.6977741879591111,Mr. Bryan Keane,0.8622526772615158,male,Deutsche Bank,"('DXC', '2019 q1')",0.0
15970,FIS,2019 q1,4510,0.6226678747863272,Mr. Bryan Keane,0.8777878212007341,male,Deutsche Bank,"('FIS', '2019 q1')",0.0
15971,FISV,2019 q1,4510,0.5689608230754013,Mr. Bryan Keane,0.8691360110977928,male,Deutsche Bank,"('FISV', '2019 q1')",0.0
15972,GPN,2019 q1,4510,0.5566277057113428,Mr. Bryan Keane,0.4444587996877447,male,Deutsche Bank,"('GPN', '2019 q1')",0.004641524826486905
15973,MA,2019 q1,4510,0.5911184937867953,Mr. Bryan Keane,0.1503880652517685,male,Deutsche Bank,"('MA', '2019 q1')",0.0
15974,PAYX,2019 q1,4510,0.695812637927239,Mr. Bryan Keane,0.8482007601847679,male,Deutsche Bank,"('PAYX', '2019 q1')",0.0
15975,PYPL,2019 q1,4510,0.5185733879010015,Mr. Bryan Keane,0.1718495377180688,male,Deutsche Bank,"('PYPL', '2019 q1')",0.0
15976,V,2019 q1,4510,0.6281293665917861,Mr. Bryan Keane,0.6611422005961896,male,Deutsche Bank,"('V', '2019 q1')",0.0
15977,WU,2019 q1,4510,0.8439601024504647,Mr. Bryan Keane,0.8189333089527256,male,Deutsche Bank,"('WU', '2019 q1')",0.0
15978,ACN,2019 q1,4510,0.6477093819292679,"Edward S. Caso, Jr",0.1641610332282424,male,"Wells Fargo Securities, LLC","('ACN', '2019 q1')",0.0
15979,CTSH,2019 q1,4510,0.6051312452491991,"Edward S. Caso, Jr",0.1722265218080072,male,"Wells Fargo Securities, LLC","('CTSH', '2019 q1')",0.019047620041029795
15980,DXC,2019 q1,4510,0.6977741879591111,"Edward S. Caso, Jr",0.3362936709793644,male,"Wells Fargo Securities, LLC","('DXC', '2019 q1')",0.0
15981,IBM,2019 q1,4510,0.7371382264079899,"Edward S. Caso, Jr",0.3475506606164165,male,"Wells Fargo Securities, LLC","('IBM', '2019 q1')",0.0
15982,ACN,2019 q1,4510,0.6477093819292679,"Mr. Brian Essex, CFA",0.1686453761308274,male,Morgan Stanley,"('ACN', '2019 q1')",0.0
15983,CTSH,2019 q1,4510,0.6051312452491991,"Mr. Brian Essex, CFA",0.2820749909441563,male,Morgan Stanley,"('CTSH', '2019 q1')",0.0
15984,DXC,2019 q1,4510,0.6977741879591111,"Mr. Brian Essex, CFA",0.36402867688824,male,Morgan Stanley,"('DXC', '2019 q1')",0.006200500298291445
15985,ACN,2019 q1,4510,0.6477093819292679,Mr. Bryan Bergin,0.2426585258254801,male,Cowen and Company,"('ACN', '2019 q1')",0.0
15986,CTSH,2019 q1,4510,0.6051312452491991,Mr. Bryan Bergin,0.1661354585563804,male,Cowen and Company,"('CTSH', '2019 q1')",0.0
15987,DXC,2019 q1,4510,0.6977741879591111,Mr. Bryan Bergin,0.2877009118964017,male,Cowen and Company,"('DXC', '2019 q1')",0.0
15988,ACN,2019 q1,4510,0.6477093819292679,Mr. James E. Friedman,0.8730923788021597,male,Susquehanna Financial Group LLLP,"('ACN', '2019 q1')",0.0
15989,ADS,2019 q1,4510,0.7142985233752004,Mr. James E. Friedman,0.7712096531219982,male,Susquehanna Financial Group LLLP,"('ADS', '2019 q1')",0.0
15990,CTSH,2019 q1,4510,0.6051312452491991,Mr. James E. Friedman,0.9253528622151472,male,Susquehanna Financial Group LLLP,"('CTSH', '2019 q1')",0.0
15991,DXC,2019 q1,4510,0.6977741879591111,Mr. James E. Friedman,0.7449453591093014,male,Susquehanna Financial Group LLLP,"('DXC', '2019 q1')",0.0
15992,GPN,2019 q1,4510,0.5566277057113428,Mr. James E. Friedman,0.8105372842971423,male,Susquehanna Financial Group LLLP,"('GPN', '2019 q1')",0.0
15993,MA,2019 q1,4510,0.5911184937867953,Mr. James E. Friedman,0.8026744673933092,male,Susquehanna Financial Group LLLP,"('MA', '2019 q1')",0.0
15994,PYPL,2019 q1,4510,0.5185733879010015,Mr. James E. Friedman,0.8788422862381431,male,Susquehanna Financial Group LLLP,"('PYPL', '2019 q1')",0.0
15995,V,2019 q1,4510,0.6281293665917861,Mr. James E. Friedman,0.4440401649740481,male,Susquehanna Financial Group LLLP,"('V', '2019 q1')",0.0
15996,WU,2019 q1,4510,0.8439601024504647,Mr. James E. Friedman,0.9164541933308236,male,Susquehanna Financial Group LLLP,"('WU', '2019 q1')",0.0
15997,ACN,2019 q1,4510,0.6477093819292679,"Mr. David M. Togut, CFA",0.2070440196946671,male,EVERCORE ISI,"('ACN', '2019 q1')",0.0
15998,ADP,2019 q1,4510,0.7515826739415999,"Mr. David M. Togut, CFA",0.5690652621794816,male,EVERCORE ISI,"('ADP', '2019 q1')",0.0
15999,BR,2019 q1,4510,0.5707139592639126,"Mr. David M. Togut, CFA",0.5707139592639126,male,EVERCORE ISI,"('BR', '2019 q1')",0.0
16000,CTSH,2019 q1,4510,0.6051312452491991,"Mr. David M. Togut, CFA",0.6651842561986026,male,EVERCORE ISI,"('CTSH', '2019 q1')",0.03333333507180214
16001,FIS,2019 q1,4510,0.6226678747863272,"Mr. David M. Togut, CFA",0.3500177103088641,male,EVERCORE ISI,"('FIS', '2019 q1')",0.0
16002,FLT,2019 q1,4510,0.4096782852577655,"Mr. David M. Togut, CFA",0.2144503981118407,male,EVERCORE ISI,"('FLT', '2019 q1')",0.0
16003,GPN,2019 q1,4510,0.5566277057113428,"Mr. David M. Togut, CFA",0.1439891289529503,male,EVERCORE ISI,"('GPN', '2019 q1')",0.0
16004,JKHY,2019 q1,4510,0.5107134945508015,"Mr. David M. Togut, CFA",0.2568333715720207,male,EVERCORE ISI,"('JKHY', '2019 q1')",0.0
16005,MA,2019 q1,4510,0.5911184937867953,"Mr. David M. Togut, CFA",0.6791986882310923,male,EVERCORE ISI,"('MA', '2019 q1')",0.03333333507180214
16006,PYPL,2019 q1,4510,0.5185733879010015,"Mr. David M. Togut, CFA",0.3259715947038974,male,EVERCORE ISI,"('PYPL', '2019 q1')",0.010741087608039379
16007,ACN,2019 q1,4510,0.6477093819292679,Mr. Jason Kupferberg,0.9694017729007226,male,BofA Global Research,"('ACN', '2019 q1')",0.039094606414437294
16008,ADP,2019 q1,4510,0.7515826739415999,Mr. Jason Kupferberg,0.4366482150811933,male,BofA Global Research,"('ADP', '2019 q1')",0.0
16009,CTSH,2019 q1,4510,0.6051312452491991,Mr. Jason Kupferberg,0.1363044659627249,male,BofA Global Research,"('CTSH', '2019 q1')",0.0
16010,GPN,2019 q1,4510,0.5566277057113428,Mr. Jason Kupferberg,0.5396422325312986,male,BofA Global Research,"('GPN', '2019 q1')",0.0
16011,MA,2019 q1,4510,0.5911184937867953,Mr. Jason Kupferberg,0.1731418880083365,male,BofA Global Research,"('MA', '2019 q1')",0.00880087073892355
16012,PAYX,2019 q1,4510,0.695812637927239,Mr. Jason Kupferberg,0.5911475565930213,male,BofA Global Research,"('PAYX', '2019 q1')",0.0
16013,PYPL,2019 q1,4510,0.5185733879010015,Mr. Jason Kupferberg,0.691679264673663,male,BofA Global Research,"('PYPL', '2019 q1')",0.03333333507180214
16014,ACN,2019 q1,4510,0.6477093819292679,Mr. Krishna BS,0.6334386321182949,male,Crispidea,"('ACN', '2019 q1')",0.0
16015,ACN,2019 q1,4510,0.6477093819292679,Mr. Darrin D. Peller,0.275109542915647,male,Wolfe Research,"('ACN', '2019 q1')",0.0
16016,ADP,2019 q1,4510,0.7515826739415999,Mr. Darrin D. Peller,0.3262424078310325,male,Wolfe Research,"('ADP', '2019 q1')",0.0
16017,ADS,2019 q1,4510,0.7142985233752004,Mr. Darrin D. Peller,0.3444862999828009,male,Wolfe Research,"('ADS', '2019 q1')",0.0111644696444273
16018,DXC,2019 q1,4510,0.6977741879591111,Mr. Darrin D. Peller,0.3310172953101,male,Wolfe Research,"('DXC', '2019 q1')",0.0
16019,FISV,2019 q1,4510,0.5689608230754013,Mr. Darrin D. Peller,0.1363870537350631,male,Wolfe Research,"('FISV', '2019 q1')",0.0
16020,FLT,2019 q1,4510,0.4096782852577655,Mr. Darrin D. Peller,0.2854284233458731,male,Wolfe Research,"('FLT', '2019 q1')",0.0
16021,GPN,2019 q1,4510,0.5566277057113428,Mr. Darrin D. Peller,0.2653504952077801,male,Wolfe Research,"('GPN', '2019 q1')",0.0
16022,V,2019 q1,4510,0.6281293665917861,Mr. Darrin D. Peller,0.200933101111272,male,Wolfe Research,"('V', '2019 q1')",0.0
16023,ADBE,2019 q1,4510,0.6198109849828666,"Mr. Daniel Romanoff, CPA",0.6342863930797277,male,"Morningstar, Inc.","('ADBE', '2019 q1')",0.0
16024,ADBE,2019 q1,4510,0.6198109849828666,"Mr. Saket Kalia, CFA, CFA",0.6466111388489774,male,Barclays,"('ADBE', '2019 q1')",0.0
16025,ADSK,2019 q1,4510,0.5431085920377778,"Mr. Saket Kalia, CFA, CFA",0.1700799486031299,male,Barclays,"('ADSK', '2019 q1')",0.00403175875544548
16026,FTNT,2019 q1,4510,0.5101857713919669,"Mr. Saket Kalia, CFA, CFA",0.2128795613552381,male,Barclays,"('FTNT', '2019 q1')",0.0
16027,NLOK,2019 q1,4510,0.6379805715116791,"Mr. Saket Kalia, CFA, CFA",0.3203829219625836,male,Barclays,"('NLOK', '2019 q1')",0.014492771588265896
16028,ADBE,2019 q1,4510,0.6198109849828666,Mr. J. Derrick Wood,0.1947515778102658,male,Cowen and Company,"('ADBE', '2019 q1')",0.0
16029,CRM,2019 q1,4510,0.5839112061584936,Mr. J. Derrick Wood,0.1664672420047011,male,Cowen and Company,"('CRM', '2019 q1')",0.0
16030,NOW,2019 q1,4510,0.4571849007747938,Mr. J. Derrick Wood,0.0915697078111868,male,Cowen and Company,"('NOW', '2019 q1')",0.0
16031,ORCL,2019 q1,4510,0.5453308513541207,Mr. J. Derrick Wood,0.2002054364437631,male,Cowen and Company,"('ORCL', '2019 q1')",0.0
16032,ADBE,2019 q1,4510,0.6198109849828666,Mr. Thomas Kee,0.9904488608031824,male,Stock Traders Daily Research,"('ADBE', '2019 q1')",0.9931468963623047
16033,ADP,2019 q1,4510,0.7515826739415999,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ADP', '2019 q1')",0.9932408928871155
16034,ADS,2019 q1,4510,0.7142985233752004,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ADS', '2019 q1')",0.9931468665599823
16035,ADSK,2019 q1,4510,0.5431085920377778,Mr. Thomas Kee,0.990629768328568,male,Stock Traders Daily Research,"('ADSK', '2019 q1')",0.9931468963623047
16036,AKAM,2019 q1,4510,0.6083707934146382,Mr. Thomas Kee,0.9975484476933834,male,Stock Traders Daily Research,"('AKAM', '2019 q1')",0.9931864738464355
16037,CRM,2019 q1,4510,0.5839112061584936,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CRM', '2019 q1')",0.9930745363235474
16038,CTSH,2019 q1,4510,0.6051312452491991,Mr. Thomas Kee,0.9868795297579996,male,Stock Traders Daily Research,"('CTSH', '2019 q1')",0.9932176768779755
16039,CTXS,2019 q1,4510,0.8395136813787998,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CTXS', '2019 q1')",0.9931468665599823
16040,FISV,2019 q1,4510,0.5689608230754013,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('FISV', '2019 q1')",0.9930745363235474
16041,GPN,2019 q1,4510,0.5566277057113428,Mr. Thomas Kee,0.9963133766578176,male,Stock Traders Daily Research,"('GPN', '2019 q1')",0.9930745363235474
16042,IBM,2019 q1,4510,0.7371382264079899,Mr. Thomas Kee,0.980208521095621,male,Stock Traders Daily Research,"('IBM', '2019 q1')",0.9930907487869263
16043,INTU,2019 q1,4510,0.6872241330336623,Mr. Thomas Kee,0.9764656265874208,male,Stock Traders Daily Research,"('INTU', '2019 q1')",0.9931548535823822
16044,IT,2019 q1,4510,0.758800968694355,Mr. Thomas Kee,0.9608187240608722,male,Stock Traders Daily Research,"('IT', '2019 q1')",0.9931468963623047
16045,JKHY,2019 q1,4510,0.5107134945508015,Mr. Thomas Kee,0.7188388506549525,male,Stock Traders Daily Research,"('JKHY', '2019 q1')",0.03333333507180214
16046,MA,2019 q1,4510,0.5911184937867953,Mr. Thomas Kee,0.9885068609224308,male,Stock Traders Daily Research,"('MA', '2019 q1')",0.9930745363235474
16047,MSFT,2019 q1,4510,0.6601498548106391,Mr. Thomas Kee,0.9674508323311606,male,Stock Traders Daily Research,"('MSFT', '2019 q1')",0.9931548535823822
16048,NLOK,2019 q1,4510,0.6379805715116791,Mr. Thomas Kee,0.9841609711772786,male,Stock Traders Daily Research,"('NLOK', '2019 q1')",0.981766939163208
16049,PAYX,2019 q1,4510,0.695812637927239,Mr. Thomas Kee,0.9869054458439884,male,Stock Traders Daily Research,"('PAYX', '2019 q1')",0.9931864738464355
16050,PYPL,2019 q1,4510,0.5185733879010015,Mr. Thomas Kee,0.9874291435244288,male,Stock Traders Daily Research,"('PYPL', '2019 q1')",0.9931389689445496
16051,SNPS,2019 q1,4510,0.6433822388516587,Mr. Thomas Kee,0.992421957240468,male,Stock Traders Daily Research,"('SNPS', '2019 q1')",0.9931864738464355
16052,V,2019 q1,4510,0.6281293665917861,Mr. Thomas Kee,0.986597655571644,male,Stock Traders Daily Research,"('V', '2019 q1')",0.9931548535823822
16053,WU,2019 q1,4510,0.8439601024504647,Mr. Thomas Kee,0.9616094613778498,male,Stock Traders Daily Research,"('WU', '2019 q1')",0.9783982038497925
16054,ADBE,2019 q1,4510,0.6198109849828666,Mr. Alex Zukin,0.5355165706985185,male,Piper Sandler Companies,"('ADBE', '2019 q1')",0.0
16055,CRM,2019 q1,4510,0.5839112061584936,Mr. Alex Zukin,0.1768871447058416,male,Piper Sandler Companies,"('CRM', '2019 q1')",0.0
16056,MSFT,2019 q1,4510,0.6601498548106391,Mr. Alex Zukin,0.2461615652685423,male,Piper Sandler Companies,"('MSFT', '2019 q1')",0.0
16057,NOW,2019 q1,4510,0.4571849007747938,Mr. Alex Zukin,0.1447483129839776,male,Piper Sandler Companies,"('NOW', '2019 q1')",0.0
16058,ADBE,2019 q1,4510,0.6198109849828666,Mr. Ross S. MacMillan,0.2734156879040406,male,RBC Capital Markets,"('ADBE', '2019 q1')",0.0
16059,MSFT,2019 q1,4510,0.6601498548106391,Mr. Ross S. MacMillan,0.2695255786135043,male,RBC Capital Markets,"('MSFT', '2019 q1')",0.0
16060,PAYC,2019 q1,4510,0.4010926266280999,Mr. Ross S. MacMillan,0.1359714452939601,male,RBC Capital Markets,"('PAYC', '2019 q1')",0.0
16061,ADBE,2019 q1,4510,0.6198109849828666,Mr. Brent J. Thill,0.2472000582351448,male,Jefferies,"('ADBE', '2019 q1')",0.0
16062,INTU,2019 q1,4510,0.6872241330336623,Mr. Brent J. Thill,0.5831287296883257,male,Jefferies,"('INTU', '2019 q1')",0.03333333507180214
16063,ADBE,2019 q1,4510,0.6198109849828666,"Mr. Brian W. Wieser, CFA",0.5228200018591389,male,Pivotal Research Group,"('ADBE', '2019 q1')",0.01784626767039299
16064,ADBE,2019 q1,4510,0.6198109849828666,Mr. Scott H. Kessler,0.7883819011830797,male,CFRA Equity Research,"('ADBE', '2019 q1')",0.0
16065,ADSK,2019 q1,4510,0.5431085920377778,Mr. Scott H. Kessler,0.7442647835296163,male,CFRA Equity Research,"('ADSK', '2019 q1')",0.0
16066,AKAM,2019 q1,4510,0.6083707934146382,Mr. Scott H. Kessler,0.8028881409523221,male,CFRA Equity Research,"('AKAM', '2019 q1')",0.0
16067,CRM,2019 q1,4510,0.5839112061584936,Mr. Scott H. Kessler,0.7780695968412379,male,CFRA Equity Research,"('CRM', '2019 q1')",0.0
16068,CTXS,2019 q1,4510,0.8395136813787998,Mr. Scott H. Kessler,0.7853508802758126,male,CFRA Equity Research,"('CTXS', '2019 q1')",0.0
16069,INTU,2019 q1,4510,0.6872241330336623,Mr. Scott H. Kessler,0.8316175769668905,male,CFRA Equity Research,"('INTU', '2019 q1')",0.0
16070,MA,2019 q1,4510,0.5911184937867953,Mr. Scott H. Kessler,0.5955076394258415,male,CFRA Equity Research,"('MA', '2019 q1')",0.0
16071,MSFT,2019 q1,4510,0.6601498548106391,Mr. Scott H. Kessler,0.78269926114411,male,CFRA Equity Research,"('MSFT', '2019 q1')",0.0
16072,NOW,2019 q1,4510,0.4571849007747938,Mr. Scott H. Kessler,0.7222079393695076,male,CFRA Equity Research,"('NOW', '2019 q1')",0.0
16073,ORCL,2019 q1,4510,0.5453308513541207,Mr. Scott H. Kessler,0.3397293901654019,male,CFRA Equity Research,"('ORCL', '2019 q1')",0.01882681716233492
16074,PYPL,2019 q1,4510,0.5185733879010015,Mr. Scott H. Kessler,0.4634905667980341,male,CFRA Equity Research,"('PYPL', '2019 q1')",0.0
16075,SNPS,2019 q1,4510,0.6433822388516587,Mr. Scott H. Kessler,0.8137936381797286,male,CFRA Equity Research,"('SNPS', '2019 q1')",0.0
16076,V,2019 q1,4510,0.6281293665917861,Mr. Scott H. Kessler,0.6099329040179269,male,CFRA Equity Research,"('V', '2019 q1')",0.0
16077,VRSN,2019 q1,4510,0.9698191695961756,Mr. Scott H. Kessler,0.9698191695961756,male,CFRA Equity Research,"('VRSN', '2019 q1')",0.0
16078,WU,2019 q1,4510,0.8439601024504647,Mr. Scott H. Kessler,0.7840073008210865,male,CFRA Equity Research,"('WU', '2019 q1')",0.0
16079,ADBE,2019 q1,4510,0.6198109849828666,"Richard Davis, CFA",0.3767554389459431,male,Canaccord Genuity,"('ADBE', '2019 q1')",0.03138383850455284
16080,ADSK,2019 q1,4510,0.5431085920377778,"Richard Davis, CFA",0.377508571495513,male,Canaccord Genuity,"('ADSK', '2019 q1')",0.03502515144646168
16081,CRM,2019 q1,4510,0.5839112061584936,"Richard Davis, CFA",0.2826308245190922,male,Canaccord Genuity,"('CRM', '2019 q1')",0.0
16082,MSFT,2019 q1,4510,0.6601498548106391,"Richard Davis, CFA",0.2898345003181095,male,Canaccord Genuity,"('MSFT', '2019 q1')",0.02057352289557457
16083,NOW,2019 q1,4510,0.4571849007747938,"Richard Davis, CFA",0.1678253270741345,male,Canaccord Genuity,"('NOW', '2019 q1')",0.01965060830116272
16084,ADBE,2019 q1,4510,0.6198109849828666,Mr. Ravindra kulkarni,0.5347559821412972,male,Crispidea,"('ADBE', '2019 q1')",0.0
16085,MSFT,2019 q1,4510,0.6601498548106391,Mr. Ravindra kulkarni,0.4247003369434259,male,Crispidea,"('MSFT', '2019 q1')",0.008595459163188934
16086,NLOK,2019 q1,4510,0.6379805715116791,Mr. Ravindra kulkarni,0.5144485002817407,male,Crispidea,"('NLOK', '2019 q1')",0.0
16087,NOW,2019 q1,4510,0.4571849007747938,Mr. Ravindra kulkarni,0.6677707658720654,male,Crispidea,"('NOW', '2019 q1')",0.0
16088,ORCL,2019 q1,4510,0.5453308513541207,Mr. Ravindra kulkarni,0.6532606971783648,male,Crispidea,"('ORCL', '2019 q1')",0.0
16089,ADBE,2019 q1,4510,0.6198109849828666,Mr. Brian J. Schwartz,0.2084630646991759,male,"Oppenheimer & Co., Inc.","('ADBE', '2019 q1')",0.0
16090,ADSK,2019 q1,4510,0.5431085920377778,Mr. Brian J. Schwartz,0.1937552003258736,male,"Oppenheimer & Co., Inc.","('ADSK', '2019 q1')",0.0
16091,CRM,2019 q1,4510,0.5839112061584936,Mr. Brian J. Schwartz,0.122562341781845,male,"Oppenheimer & Co., Inc.","('CRM', '2019 q1')",0.0
16092,PAYC,2019 q1,4510,0.4010926266280999,Mr. Brian J. Schwartz,0.1216140767167501,male,"Oppenheimer & Co., Inc.","('PAYC', '2019 q1')",0.0
16093,ADBE,2019 q1,4510,0.6198109849828666,Mr. Patrick D. Walravens,0.1713917523627853,male,JMP Securities,"('ADBE', '2019 q1')",0.0
16094,CRM,2019 q1,4510,0.5839112061584936,Mr. Patrick D. Walravens,0.2862285309872112,male,JMP Securities,"('CRM', '2019 q1')",0.0
16095,NOW,2019 q1,4510,0.4571849007747938,Mr. Patrick D. Walravens,0.1704407591738876,male,JMP Securities,"('NOW', '2019 q1')",0.0
16096,ORCL,2019 q1,4510,0.5453308513541207,Mr. Patrick D. Walravens,0.1309613266659675,male,JMP Securities,"('ORCL', '2019 q1')",0.0
16097,ADBE,2019 q1,4510,0.6198109849828666,Mr. Brad A. Zelnick,0.42769109802333,male,Credit Suisse,"('ADBE', '2019 q1')",0.0
16098,ADSK,2019 q1,4510,0.5431085920377778,Mr. Brad A. Zelnick,0.157360576755962,male,Credit Suisse,"('ADSK', '2019 q1')",0.0
16099,AKAM,2019 q1,4510,0.6083707934146382,Mr. Brad A. Zelnick,0.4204093743383565,male,Credit Suisse,"('AKAM', '2019 q1')",0.0
16100,CRM,2019 q1,4510,0.5839112061584936,Mr. Brad A. Zelnick,0.3094741439461588,male,Credit Suisse,"('CRM', '2019 q1')",0.0
16101,FTNT,2019 q1,4510,0.5101857713919669,Mr. Brad A. Zelnick,0.2650310882933465,male,Credit Suisse,"('FTNT', '2019 q1')",0.0
16102,INTU,2019 q1,4510,0.6872241330336623,Mr. Brad A. Zelnick,0.2758089262664933,male,Credit Suisse,"('INTU', '2019 q1')",0.007535203360021114
16103,MSFT,2019 q1,4510,0.6601498548106391,Mr. Brad A. Zelnick,0.3595256279519883,male,Credit Suisse,"('MSFT', '2019 q1')",0.0
16104,NLOK,2019 q1,4510,0.6379805715116791,Mr. Brad A. Zelnick,0.218276606685416,male,Credit Suisse,"('NLOK', '2019 q1')",0.0
16105,NOW,2019 q1,4510,0.4571849007747938,Mr. Brad A. Zelnick,0.2352619748380495,male,Credit Suisse,"('NOW', '2019 q1')",0.0
16106,ORCL,2019 q1,4510,0.5453308513541207,Mr. Brad A. Zelnick,0.2049018082883128,male,Credit Suisse,"('ORCL', '2019 q1')",0.0
16107,PAYC,2019 q1,4510,0.4010926266280999,Mr. Brad A. Zelnick,0.3655534473215686,male,Credit Suisse,"('PAYC', '2019 q1')",0.0
16108,ADBE,2019 q1,4510,0.6198109849828666,"Keith E. Weiss, CFA",0.199292259949348,male,Morgan Stanley,"('ADBE', '2019 q1')",0.014356217347085476
16109,ADSK,2019 q1,4510,0.5431085920377778,"Keith E. Weiss, CFA",0.5092953508071902,male,Morgan Stanley,"('ADSK', '2019 q1')",0.0
16110,AKAM,2019 q1,4510,0.6083707934146382,"Keith E. Weiss, CFA",0.512322979836966,male,Morgan Stanley,"('AKAM', '2019 q1')",0.0
16111,CRM,2019 q1,4510,0.5839112061584936,"Keith E. Weiss, CFA",0.14597223045785,male,Morgan Stanley,"('CRM', '2019 q1')",0.0
16112,INTU,2019 q1,4510,0.6872241330336623,"Keith E. Weiss, CFA",0.3479903820765003,male,Morgan Stanley,"('INTU', '2019 q1')",0.008333333767950535
16113,MSFT,2019 q1,4510,0.6601498548106391,"Keith E. Weiss, CFA",0.3778816776228414,male,Morgan Stanley,"('MSFT', '2019 q1')",0.0
16114,NOW,2019 q1,4510,0.4571849007747938,"Keith E. Weiss, CFA",0.1558549799345711,male,Morgan Stanley,"('NOW', '2019 q1')",0.0
16115,ORCL,2019 q1,4510,0.5453308513541207,"Keith E. Weiss, CFA",0.4989985138400573,male,Morgan Stanley,"('ORCL', '2019 q1')",0.0
16116,ADBE,2019 q1,4510,0.6198109849828666,Kash Rangan,0.2732117373860748,male,BofA Global Research,"('ADBE', '2019 q1')",0.0
16117,CRM,2019 q1,4510,0.5839112061584936,Kash Rangan,0.2969678557060096,male,BofA Global Research,"('CRM', '2019 q1')",0.0
16118,INTU,2019 q1,4510,0.6872241330336623,Kash Rangan,0.3467204592130803,male,BofA Global Research,"('INTU', '2019 q1')",0.0
16119,MSFT,2019 q1,4510,0.6601498548106391,Kash Rangan,0.6252467907068732,male,BofA Global Research,"('MSFT', '2019 q1')",0.03333333507180214
16120,NOW,2019 q1,4510,0.4571849007747938,Kash Rangan,0.4052195167551757,male,BofA Global Research,"('NOW', '2019 q1')",0.0
16121,ORCL,2019 q1,4510,0.5453308513541207,Kash Rangan,0.2355075790834516,male,BofA Global Research,"('ORCL', '2019 q1')",0.010584739036858082
16122,ADP,2019 q1,4510,0.7515826739415999,Colin Plunkett,0.8064953629203043,male,"Morningstar, Inc.","('ADP', '2019 q1')",0.0
16123,ADS,2019 q1,4510,0.7142985233752004,Colin Plunkett,0.7469692253368485,male,"Morningstar, Inc.","('ADS', '2019 q1')",0.0
16124,FIS,2019 q1,4510,0.6226678747863272,Colin Plunkett,0.7559534532040393,male,"Morningstar, Inc.","('FIS', '2019 q1')",0.0
16125,FISV,2019 q1,4510,0.5689608230754013,Colin Plunkett,0.6406953760099539,male,"Morningstar, Inc.","('FISV', '2019 q1')",0.0
16126,JKHY,2019 q1,4510,0.5107134945508015,Colin Plunkett,0.585140075228163,male,"Morningstar, Inc.","('JKHY', '2019 q1')",0.01666666753590107
16127,PAYX,2019 q1,4510,0.695812637927239,Colin Plunkett,0.684603859964247,male,"Morningstar, Inc.","('PAYX', '2019 q1')",0.0
16128,ADP,2019 q1,4510,0.7515826739415999,Mr. Nandan G. Amladi,0.2469024211934043,male,Guggenheim Securities LLC,"('ADP', '2019 q1')",0.0
16129,PAYC,2019 q1,4510,0.4010926266280999,Mr. Nandan G. Amladi,0.1669634849917802,male,Guggenheim Securities LLC,"('PAYC', '2019 q1')",0.022964101284742355
16130,PAYX,2019 q1,4510,0.695812637927239,Mr. Nandan G. Amladi,0.2801993326098113,male,Guggenheim Securities LLC,"('PAYX', '2019 q1')",0.017225194722414017
16131,ADP,2019 q1,4510,0.7515826739415999,Mr. James E. Faucette,0.2738065252698957,male,Morgan Stanley,"('ADP', '2019 q1')",0.0
16132,FLT,2019 q1,4510,0.4096782852577655,Mr. James E. Faucette,0.270519216048847,male,Morgan Stanley,"('FLT', '2019 q1')",0.0
16133,GPN,2019 q1,4510,0.5566277057113428,Mr. James E. Faucette,0.3244244547937628,male,Morgan Stanley,"('GPN', '2019 q1')",0.0
16134,MA,2019 q1,4510,0.5911184937867953,Mr. James E. Faucette,0.3498013246916076,male,Morgan Stanley,"('MA', '2019 q1')",0.0
16135,PAYX,2019 q1,4510,0.695812637927239,Mr. James E. Faucette,0.418140427915764,male,Morgan Stanley,"('PAYX', '2019 q1')",0.0
16136,V,2019 q1,4510,0.6281293665917861,Mr. James E. Faucette,0.6970851481846803,male,Morgan Stanley,"('V', '2019 q1')",0.03333333507180214
16137,WU,2019 q1,4510,0.8439601024504647,Mr. James E. Faucette,0.5729870548720644,male,Morgan Stanley,"('WU', '2019 q1')",0.0
16138,ADP,2019 q1,4510,0.7515826739415999,Kevin D. McVeigh,0.5274139571315911,male,Credit Suisse,"('ADP', '2019 q1')",0.0
16139,PAYX,2019 q1,4510,0.695812637927239,Kevin D. McVeigh,0.473770313668185,male,Credit Suisse,"('PAYX', '2019 q1')",0.0
16140,ADP,2019 q1,4510,0.7515826739415999,SADIF Research,0.9782149369467984,Not a person,Sadif Analytics Prime,"('ADP', '2019 q1')",0.934810996055603
16141,CTXS,2019 q1,4510,0.8395136813787998,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CTXS', '2019 q1')",0.961286187171936
16142,DXC,2019 q1,4510,0.6977741879591111,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('DXC', '2019 q1')",0.9782270789146423
16143,FTNT,2019 q1,4510,0.5101857713919669,SADIF Research,0.9878611507604372,Not a person,Sadif Analytics Prime,"('FTNT', '2019 q1')",0.9788485169410706
16144,IBM,2019 q1,4510,0.7371382264079899,SADIF Research,0.9928469747063372,Not a person,Sadif Analytics Prime,"('IBM', '2019 q1')",0.9608756899833679
16145,ORCL,2019 q1,4510,0.5453308513541207,SADIF Research,0.948414771901988,Not a person,Sadif Analytics Prime,"('ORCL', '2019 q1')",0.9354843497276306
16146,V,2019 q1,4510,0.6281293665917861,SADIF Research,0.9646833144845436,Not a person,Sadif Analytics Prime,"('V', '2019 q1')",0.9505747556686401
16147,ADS,2019 q1,4510,0.7142985233752004,Mr. Georgios Mihalos,0.3931612227939209,male,Cowen and Company,"('ADS', '2019 q1')",0.0
16148,FIS,2019 q1,4510,0.6226678747863272,Mr. Georgios Mihalos,0.6944098981963406,male,Cowen and Company,"('FIS', '2019 q1')",0.0
16149,FISV,2019 q1,4510,0.5689608230754013,Mr. Georgios Mihalos,0.3593824044227289,male,Cowen and Company,"('FISV', '2019 q1')",0.0
16150,GPN,2019 q1,4510,0.5566277057113428,Mr. Georgios Mihalos,0.6391264899566435,male,Cowen and Company,"('GPN', '2019 q1')",0.0
16151,MA,2019 q1,4510,0.5911184937867953,Mr. Georgios Mihalos,0.954587563605747,male,Cowen and Company,"('MA', '2019 q1')",0.0
16152,ADS,2019 q1,4510,0.7142985233752004,David M. Scharf,0.3636601521700714,male,JMP Securities,"('ADS', '2019 q1')",0.01835673302412033
16153,GPN,2019 q1,4510,0.5566277057113428,David M. Scharf,0.3088191006245179,male,JMP Securities,"('GPN', '2019 q1')",0.018386051058769226
16154,WU,2019 q1,4510,0.8439601024504647,David M. Scharf,0.5493279088689981,male,JMP Securities,"('WU', '2019 q1')",0.014234701171517372
16155,ADS,2019 q1,4510,0.7142985233752004,Mr. Kenneth M. Bruce,0.3245138529330558,male,BofA Global Research,"('ADS', '2019 q1')",0.03156238794326782
16156,ADS,2019 q1,4510,0.7142985233752004,Mr. Ashish Sabadra,0.8408579646970572,male,Deutsche Bank,"('ADS', '2019 q1')",0.0
16157,ADS,2019 q1,4510,0.7142985233752004,"Mr. Vincent A. Caintic, CFA",0.4356502550274959,male,Stephens Inc.,"('ADS', '2019 q1')",0.0
16158,ADS,2019 q1,4510,0.7142985233752004,Mr. Timothy W. Willi,0.4115171129330873,male,"Wells Fargo Securities, LLC","('ADS', '2019 q1')",0.009036608971655369
16159,FIS,2019 q1,4510,0.6226678747863272,Mr. Timothy W. Willi,0.1602280495264829,male,"Wells Fargo Securities, LLC","('FIS', '2019 q1')",0.017400627955794334
16160,FLT,2019 q1,4510,0.4096782852577655,Mr. Timothy W. Willi,0.2218503230972779,male,"Wells Fargo Securities, LLC","('FLT', '2019 q1')",0.013386075384914875
16161,GPN,2019 q1,4510,0.5566277057113428,Mr. Timothy W. Willi,0.1517994438036608,male,"Wells Fargo Securities, LLC","('GPN', '2019 q1')",0.0
16162,JKHY,2019 q1,4510,0.5107134945508015,Mr. Timothy W. Willi,0.3638715828940704,male,"Wells Fargo Securities, LLC","('JKHY', '2019 q1')",0.0
16163,PYPL,2019 q1,4510,0.5185733879010015,Mr. Timothy W. Willi,0.116565953677246,male,"Wells Fargo Securities, LLC","('PYPL', '2019 q1')",0.0
16164,ADS,2019 q1,4510,0.7142985233752004,"Mr. John D. Kernan, CFA",0.4445912987662588,male,Cowen and Company,"('ADS', '2019 q1')",0.0
16165,ADSK,2019 q1,4510,0.5431085920377778,Mr. Steve R. Koenig,0.1517462214504253,male,Wedbush Securities Inc.,"('ADSK', '2019 q1')",0.0
16166,CRM,2019 q1,4510,0.5839112061584936,Mr. Steve R. Koenig,0.2417976182236766,male,Wedbush Securities Inc.,"('CRM', '2019 q1')",0.0
16167,ADSK,2019 q1,4510,0.5431085920377778,Mr. Matthew G. Hedberg,0.2068742794710497,male,RBC Capital Markets,"('ADSK', '2019 q1')",0.0
16168,NLOK,2019 q1,4510,0.6379805715116791,Mr. Matthew G. Hedberg,0.2883494360772927,male,RBC Capital Markets,"('NLOK', '2019 q1')",0.06175144016742706
16169,NOW,2019 q1,4510,0.4571849007747938,Mr. Matthew G. Hedberg,0.1541175417161223,male,RBC Capital Markets,"('NOW', '2019 q1')",0.0
16170,ADSK,2019 q1,4510,0.5431085920377778,Mr. Alex Tout,0.4051728253685637,male,Deutsche Bank,"('ADSK', '2019 q1')",0.0
16171,ADSK,2019 q1,4510,0.5431085920377778,Ken Talanian,0.2384073157121341,male,EVERCORE ISI,"('ADSK', '2019 q1')",0.024368856102228165
16172,AKAM,2019 q1,4510,0.6083707934146382,Ken Talanian,0.370239006788942,male,EVERCORE ISI,"('AKAM', '2019 q1')",0.0
16173,FTNT,2019 q1,4510,0.5101857713919669,Ken Talanian,0.4511756424847271,male,EVERCORE ISI,"('FTNT', '2019 q1')",0.0
16174,NLOK,2019 q1,4510,0.6379805715116791,Ken Talanian,0.2780270470567503,male,EVERCORE ISI,"('NLOK', '2019 q1')",0.0
16175,ADSK,2019 q1,4510,0.5431085920377778,Mr. Stephen D. Bersey,0.1133424987254577,male,MUFG Securities Americas Inc.,"('ADSK', '2019 q1')",0.0
16176,ORCL,2019 q1,4510,0.5453308513541207,Mr. Stephen D. Bersey,0.1734356900578067,male,MUFG Securities Americas Inc.,"('ORCL', '2019 q1')",0.02827589027583599
16177,AKAM,2019 q1,4510,0.6083707934146382,Mr. Mark S. Mahaney,0.158971991079681,male,RBC Capital Markets,"('AKAM', '2019 q1')",0.0
16178,AKAM,2019 q1,4510,0.6083707934146382,Mr. Matthew Dolgin,0.6812065446594885,male,"Morningstar, Inc.","('AKAM', '2019 q1')",0.0
16179,AKAM,2019 q1,4510,0.6083707934146382,Mr. Vijay Bhagavath,0.6450309175617129,male,Deutsche Bank,"('AKAM', '2019 q1')",0.0
16180,AKAM,2019 q1,4510,0.6083707934146382,Mr. Andrew J. Nowinski,0.2895027377861995,male,Piper Sandler Companies,"('AKAM', '2019 q1')",0.0
16181,FTNT,2019 q1,4510,0.5101857713919669,Mr. Andrew J. Nowinski,0.2539997244265756,male,Piper Sandler Companies,"('FTNT', '2019 q1')",0.0
16182,NLOK,2019 q1,4510,0.6379805715116791,Mr. Andrew J. Nowinski,0.2977055163481775,male,Piper Sandler Companies,"('NLOK', '2019 q1')",0.0
16183,AKAM,2019 q1,4510,0.6083707934146382,Colby A. Synesael,0.38524164215814,male,Cowen and Company,"('AKAM', '2019 q1')",0.0
16184,AKAM,2019 q1,4510,0.6083707934146382,Greg P Miller,0.1680475796519449,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2019 q1')",0.0
16185,AKAM,2019 q1,4510,0.6083707934146382,Robert Gutman,0.2751810827695526,male,Guggenheim Securities LLC,"('AKAM', '2019 q1')",0.0
16186,AKAM,2019 q1,4510,0.6083707934146382,"Mr. Jeff L. Van Rhee, CFA",0.3372320909223446,male,Craig Hallum,"('AKAM', '2019 q1')",0.012091483920812607
16187,AKAM,2019 q1,4510,0.6083707934146382,Mr. Robert Sanderson,0.1440508518224004,male,MKM Partners,"('AKAM', '2019 q1')",0.0
16188,AKAM,2019 q1,4510,0.6083707934146382,"Jim D. Breen, Jr",0.2891737874162458,male,William Blair & Company,"('AKAM', '2019 q1')",0.0
16189,CDNS,2019 q1,4510,0.437548665980311,Mr. Mitch T. Steves,0.3294210982265312,male,RBC Capital Markets,"('CDNS', '2019 q1')",0.01666666753590107
16190,SNPS,2019 q1,4510,0.6433822388516587,Mr. Mitch T. Steves,0.4602856351957428,male,RBC Capital Markets,"('SNPS', '2019 q1')",0.02484205737709999
16191,CDNS,2019 q1,4510,0.437548665980311,Mr. John W. Pitzer,0.5110930268174491,male,Credit Suisse,"('CDNS', '2019 q1')",0.0
16192,CDNS,2019 q1,4510,0.437548665980311,Mr. Gary W. Mobley,0.4044153781380457,male,The Benchmark Company LLC,"('CDNS', '2019 q1')",0.0
16193,SNPS,2019 q1,4510,0.6433822388516587,Mr. Gary W. Mobley,0.3797675568132137,male,The Benchmark Company LLC,"('SNPS', '2019 q1')",0.012735176831483841
16194,CDNS,2019 q1,4510,0.437548665980311,Gal Munda,0.3139553023862499,male,Berenberg,"('CDNS', '2019 q1')",0.0
16195,SNPS,2019 q1,4510,0.6433822388516587,Gal Munda,0.2899003344206667,male,Berenberg,"('SNPS', '2019 q1')",0.0
16196,CRM,2019 q1,4510,0.5839112061584936,Karl E. Keirstead,0.8995050295945699,male,Deutsche Bank,"('CRM', '2019 q1')",0.0
16197,CTXS,2019 q1,4510,0.8395136813787998,Karl E. Keirstead,0.9139072669436816,male,Deutsche Bank,"('CTXS', '2019 q1')",0.0
16198,MSFT,2019 q1,4510,0.6601498548106391,Karl E. Keirstead,0.3725621649291378,male,Deutsche Bank,"('MSFT', '2019 q1')",0.011111111690600714
16199,NLOK,2019 q1,4510,0.6379805715116791,Karl E. Keirstead,0.918243002688087,male,Deutsche Bank,"('NLOK', '2019 q1')",0.0
16200,NOW,2019 q1,4510,0.4571849007747938,Karl E. Keirstead,0.3578943261489483,male,Deutsche Bank,"('NOW', '2019 q1')",0.021682193037122488
16201,ORCL,2019 q1,4510,0.5453308513541207,Karl E. Keirstead,0.591976732823477,male,Deutsche Bank,"('ORCL', '2019 q1')",0.0
16202,CRM,2019 q1,4510,0.5839112061584936,"Kirk Materne, CFA",0.1953027201881034,male,EVERCORE ISI,"('CRM', '2019 q1')",0.0
16203,INTU,2019 q1,4510,0.6872241330336623,"Kirk Materne, CFA",0.2727741145272272,male,EVERCORE ISI,"('INTU', '2019 q1')",0.015156588517129421
16204,MSFT,2019 q1,4510,0.6601498548106391,"Kirk Materne, CFA",0.2977986182248783,male,EVERCORE ISI,"('MSFT', '2019 q1')",0.014920974150300026
16205,NOW,2019 q1,4510,0.4571849007747938,"Kirk Materne, CFA",0.1195489753094254,male,EVERCORE ISI,"('NOW', '2019 q1')",0.0
16206,CRM,2019 q1,4510,0.5839112061584936,Mr. Dan Romanoff,0.5203491955090339,male,"Morningstar, Inc.","('CRM', '2019 q1')",0.0
16207,MSFT,2019 q1,4510,0.6601498548106391,Mr. Dan Romanoff,0.4131625990049912,male,"Morningstar, Inc.","('MSFT', '2019 q1')",0.0
16208,CRM,2019 q1,4510,0.5839112061584936,Richard Nguyen,0.5922418105600799,male,Societe Generale,"('CRM', '2019 q1')",0.0
16209,CTSH,2019 q1,4510,0.6051312452491991,Richard Nguyen,0.7244924227383895,male,Societe Generale,"('CTSH', '2019 q1')",0.0
16210,IBM,2019 q1,4510,0.7371382264079899,Richard Nguyen,0.7142568825166551,male,Societe Generale,"('IBM', '2019 q1')",0.0
16211,CRM,2019 q1,4510,0.5839112061584936,Mr. John DiFucci,0.13127794394533,male,Jefferies,"('CRM', '2019 q1')",0.0
16212,NLOK,2019 q1,4510,0.6379805715116791,Mr. John DiFucci,0.2519554570300732,male,Jefferies,"('NLOK', '2019 q1')",0.0
16213,CRM,2019 q1,4510,0.5839112061584936,"Raimo Lenschow, CFA",0.5207930561952608,male,Barclays,"('CRM', '2019 q1')",0.0
16214,CTXS,2019 q1,4510,0.8395136813787998,"Raimo Lenschow, CFA",0.4978244966149593,male,Barclays,"('CTXS', '2019 q1')",0.0
16215,INTU,2019 q1,4510,0.6872241330336623,"Raimo Lenschow, CFA",0.4224389070601184,male,Barclays,"('INTU', '2019 q1')",0.0
16216,MSFT,2019 q1,4510,0.6601498548106391,"Raimo Lenschow, CFA",0.3082749604261312,male,Barclays,"('MSFT', '2019 q1')",0.0
16217,NOW,2019 q1,4510,0.4571849007747938,"Raimo Lenschow, CFA",0.1736178613926906,male,Barclays,"('NOW', '2019 q1')",0.0
16218,ORCL,2019 q1,4510,0.5453308513541207,"Raimo Lenschow, CFA",0.1080833677101648,male,Barclays,"('ORCL', '2019 q1')",0.03419693931937218
16219,PAYC,2019 q1,4510,0.4010926266280999,"Raimo Lenschow, CFA",0.2050990816279904,male,Barclays,"('PAYC', '2019 q1')",0.0
16220,CRM,2019 q1,4510,0.5839112061584936,Terry Tillman,0.1236221538485317,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2019 q1')",0.0
16221,CTSH,2019 q1,4510,0.6051312452491991,Ashwin Mehta,0.1317511291951029,male,Nomura,"('CTSH', '2019 q1')",0.0
16222,CTSH,2019 q1,4510,0.6051312452491991,"Glenn E. Greene, CFA",0.1753702528940494,male,"Oppenheimer & Co., Inc.","('CTSH', '2019 q1')",0.0
16223,FIS,2019 q1,4510,0.6226678747863272,"Glenn E. Greene, CFA",0.4108713923001689,male,"Oppenheimer & Co., Inc.","('FIS', '2019 q1')",0.0
16224,FISV,2019 q1,4510,0.5689608230754013,"Glenn E. Greene, CFA",0.1377003893527973,male,"Oppenheimer & Co., Inc.","('FISV', '2019 q1')",0.0
16225,FLT,2019 q1,4510,0.4096782852577655,"Glenn E. Greene, CFA",0.2128560633433464,male,"Oppenheimer & Co., Inc.","('FLT', '2019 q1')",0.0
16226,GPN,2019 q1,4510,0.5566277057113428,"Glenn E. Greene, CFA",0.1189190624073167,male,"Oppenheimer & Co., Inc.","('GPN', '2019 q1')",0.0
16227,JKHY,2019 q1,4510,0.5107134945508015,"Glenn E. Greene, CFA",0.2305855799007934,male,"Oppenheimer & Co., Inc.","('JKHY', '2019 q1')",0.0
16228,MA,2019 q1,4510,0.5911184937867953,"Glenn E. Greene, CFA",0.2133311893088527,male,"Oppenheimer & Co., Inc.","('MA', '2019 q1')",0.0
16229,PYPL,2019 q1,4510,0.5185733879010015,"Glenn E. Greene, CFA",0.1245086996511251,male,"Oppenheimer & Co., Inc.","('PYPL', '2019 q1')",0.0
16230,V,2019 q1,4510,0.6281293665917861,"Glenn E. Greene, CFA",0.1397140022601948,male,"Oppenheimer & Co., Inc.","('V', '2019 q1')",0.0
16231,CTXS,2019 q1,4510,0.8395136813787998,"Nikolay Beliov, CFA",0.6008933831560161,male,BofA Global Research,"('CTXS', '2019 q1')",0.0
16232,CTXS,2019 q1,4510,0.8395136813787998,Mr. Ittai Kidron,0.4674048262170313,male,"Oppenheimer & Co., Inc.","('CTXS', '2019 q1')",0.0
16233,DXC,2019 q1,4510,0.6977741879591111,Mr. Rayna Kumar,0.6742837367651149,male,EVERCORE ISI,"('DXC', '2019 q1')",0.0
16234,FIS,2019 q1,4510,0.6226678747863272,Mr. Jeff Cantwell,0.2151282682903627,male,Guggenheim Securities LLC,"('FIS', '2019 q1')",0.0
16235,FISV,2019 q1,4510,0.5689608230754013,Mr. Jeff Cantwell,0.3024290778206025,male,Guggenheim Securities LLC,"('FISV', '2019 q1')",0.015314362943172455
16236,GPN,2019 q1,4510,0.5566277057113428,Mr. Jeff Cantwell,0.0914765347094178,male,Guggenheim Securities LLC,"('GPN', '2019 q1')",0.0
16237,MA,2019 q1,4510,0.5911184937867953,Mr. Jeff Cantwell,0.1128744129018729,male,Guggenheim Securities LLC,"('MA', '2019 q1')",0.0
16238,PYPL,2019 q1,4510,0.5185733879010015,Mr. Jeff Cantwell,0.2300518826475789,male,Guggenheim Securities LLC,"('PYPL', '2019 q1')",0.04489574953913689
16239,V,2019 q1,4510,0.6281293665917861,Mr. Jeff Cantwell,0.2489187197876443,male,Guggenheim Securities LLC,"('V', '2019 q1')",0.0
16240,WU,2019 q1,4510,0.8439601024504647,Mr. Jeff Cantwell,0.5179877222560503,male,Guggenheim Securities LLC,"('WU', '2019 q1')",0.0
16241,FIS,2019 q1,4510,0.6226678747863272,Research Department,0.7255596439073315,Not a person,Wedbush Securities Inc.,"('FIS', '2019 q1')",0.0
16242,FIS,2019 q1,4510,0.6226678747863272,Mr. Trevor Williams,0.3871803541379407,male,Jefferies,"('FIS', '2019 q1')",0.0
16243,FLT,2019 q1,4510,0.4096782852577655,Mr. Trevor Williams,0.7031506474986594,male,Jefferies,"('FLT', '2019 q1')",0.0
16244,GPN,2019 q1,4510,0.5566277057113428,Mr. Trevor Williams,0.248915502173313,male,Jefferies,"('GPN', '2019 q1')",0.00455670990049839
16245,MA,2019 q1,4510,0.5911184937867953,Mr. Trevor Williams,0.2884344370241126,male,Jefferies,"('MA', '2019 q1')",0.0
16246,V,2019 q1,4510,0.6281293665917861,Mr. Trevor Williams,0.325137757046114,male,Jefferies,"('V', '2019 q1')",0.0
16247,FIS,2019 q1,4510,0.6226678747863272,"Andrew W. Jeffrey, CFA",0.2203005293261218,male,SunTrust Robinson Humphrey Capital Markets,"('FIS', '2019 q1')",0.0
16248,FISV,2019 q1,4510,0.5689608230754013,"Andrew W. Jeffrey, CFA",0.2405723771527212,male,SunTrust Robinson Humphrey Capital Markets,"('FISV', '2019 q1')",0.034851670265197754
16249,MA,2019 q1,4510,0.5911184937867953,"Andrew W. Jeffrey, CFA",0.2308762408955019,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2019 q1')",0.0
16250,FISV,2019 q1,4510,0.5689608230754013,Kartik Mehta,0.3039672512048222,male,Northcoast Research,"('FISV', '2019 q1')",0.0
16251,JKHY,2019 q1,4510,0.5107134945508015,Kartik Mehta,0.1979488990450288,male,Northcoast Research,"('JKHY', '2019 q1')",0.0
16252,PAYX,2019 q1,4510,0.695812637927239,Kartik Mehta,0.3366002604792049,male,Northcoast Research,"('PAYX', '2019 q1')",0.03634402249008417
16253,FISV,2019 q1,4510,0.5689608230754013,"Mr. Chris Shutler, CFA",0.1780254493162157,male,William Blair & Company,"('FISV', '2019 q1')",0.0
16254,FLT,2019 q1,4510,0.4096782852577655,"Mr. Ramsey C. El-Assal, Ph.d",0.188365247463909,male,Barclays,"('FLT', '2019 q1')",0.0
16255,PYPL,2019 q1,4510,0.5185733879010015,"Mr. Ramsey C. El-Assal, Ph.d",0.1913676674201038,male,Barclays,"('PYPL', '2019 q1')",0.0
16256,FLT,2019 q1,4510,0.4096782852577655,Mr. Mark Palmer,0.2798198151785609,male,BTIG,"('FLT', '2019 q1')",0.008191393688321114
16257,PYPL,2019 q1,4510,0.5185733879010015,Mr. Mark Palmer,0.0756487219882393,male,BTIG,"('PYPL', '2019 q1')",0.0
16258,FLT,2019 q1,4510,0.4096782852577655,Mr. Robert P. Napoli,0.1396324618011741,male,William Blair & Company,"('FLT', '2019 q1')",0.0
16259,GPN,2019 q1,4510,0.5566277057113428,Mr. Robert P. Napoli,0.1686933213962935,male,William Blair & Company,"('GPN', '2019 q1')",0.0
16260,MA,2019 q1,4510,0.5911184937867953,Mr. Robert P. Napoli,0.1676766453318622,male,William Blair & Company,"('MA', '2019 q1')",0.0
16261,FLT,2019 q1,4510,0.4096782852577655,Mr. Oscar Turner,0.109830675929958,male,SunTrust Robinson Humphrey Capital Markets,"('FLT', '2019 q1')",0.0
16262,FTNT,2019 q1,4510,0.5101857713919669,Mr. Robert Breza,0.1334709252567795,male,Northland Securities,"('FTNT', '2019 q1')",0.0
16263,PAYC,2019 q1,4510,0.4010926266280999,Mr. Robert Breza,0.2803816890482543,male,Northland Securities,"('PAYC', '2019 q1')",0.0
16264,FTNT,2019 q1,4510,0.5101857713919669,Mr. Keith Snyder,0.5375177316803065,male,CFRA Equity Research,"('FTNT', '2019 q1')",0.0
16265,NLOK,2019 q1,4510,0.6379805715116791,Mr. Keith Snyder,0.7336255108508474,male,CFRA Equity Research,"('NLOK', '2019 q1')",0.0
16266,FTNT,2019 q1,4510,0.5101857713919669,Mark Cash,0.5386845063397857,male,"Morningstar, Inc.","('FTNT', '2019 q1')",0.0
16267,NLOK,2019 q1,4510,0.6379805715116791,Mark Cash,0.6612075775794826,male,"Morningstar, Inc.","('NLOK', '2019 q1')",0.0
16268,FTNT,2019 q1,4510,0.5101857713919669,Mr. Imtiaz Koujalgi,0.399454441795619,male,Guggenheim Securities LLC,"('FTNT', '2019 q1')",0.0
16269,FTNT,2019 q1,4510,0.5101857713919669,Dan Bergstrom,0.1543669859483993,male,RBC Capital Markets,"('FTNT', '2019 q1')",0.0
16270,FTNT,2019 q1,4510,0.5101857713919669,"Shebly Seyrafi, CFA",0.696460540056874,male,FBN Securities,"('FTNT', '2019 q1')",0.03333333507180214
16271,NLOK,2019 q1,4510,0.6379805715116791,"Shebly Seyrafi, CFA",0.6560174002933526,male,FBN Securities,"('NLOK', '2019 q1')",0.03333333507180214
16272,NOW,2019 q1,4510,0.4571849007747938,"Shebly Seyrafi, CFA",0.7056880718483902,male,FBN Securities,"('NOW', '2019 q1')",0.03333333507180214
16273,FTNT,2019 q1,4510,0.5101857713919669,Shaul Eyal,0.1272739593854437,male,"Oppenheimer & Co., Inc.","('FTNT', '2019 q1')",0.0
16274,NLOK,2019 q1,4510,0.6379805715116791,Shaul Eyal,0.1790462469731766,male,"Oppenheimer & Co., Inc.","('NLOK', '2019 q1')",0.0
16275,FTNT,2019 q1,4510,0.5101857713919669,Ms. Melissa A. Franchi,0.1681303587077036,female,Morgan Stanley,"('FTNT', '2019 q1')",0.0
16276,FTNT,2019 q1,4510,0.5101857713919669,Mr. Jonathan F. Ho,0.1224962545575623,male,William Blair & Company,"('FTNT', '2019 q1')",0.0
16277,NLOK,2019 q1,4510,0.6379805715116791,Mr. Jonathan F. Ho,0.1867618402015091,male,William Blair & Company,"('NLOK', '2019 q1')",0.02796291932463646
16278,FTNT,2019 q1,4510,0.5101857713919669,Ms. Catharine A. Trebnick,0.1173233196432837,female,Colliers Securities,"('FTNT', '2019 q1')",0.0
16279,GPN,2019 q1,4510,0.5566277057113428,Mr. Brett Horn,0.7444110147221897,male,"Morningstar, Inc.","('GPN', '2019 q1')",0.0
16280,MA,2019 q1,4510,0.5911184937867953,Mr. Brett Horn,0.6679097797944468,male,"Morningstar, Inc.","('MA', '2019 q1')",0.0
16281,PYPL,2019 q1,4510,0.5185733879010015,Mr. Brett Horn,0.5844971935735568,male,"Morningstar, Inc.","('PYPL', '2019 q1')",0.0
16282,V,2019 q1,4510,0.6281293665917861,Mr. Brett Horn,0.659295022786237,male,"Morningstar, Inc.","('V', '2019 q1')",0.0
16283,WU,2019 q1,4510,0.8439601024504647,Mr. Brett Horn,0.9231742683208636,male,"Morningstar, Inc.","('WU', '2019 q1')",0.0
16284,GPN,2019 q1,4510,0.5566277057113428,"Mr. Jason S. Deleeuw, CFA",0.1008233309313548,male,Piper Sandler Companies,"('GPN', '2019 q1')",0.0
16285,MA,2019 q1,4510,0.5911184937867953,"Mr. Jason S. Deleeuw, CFA",0.1931864190106148,male,Piper Sandler Companies,"('MA', '2019 q1')",0.0
16286,PYPL,2019 q1,4510,0.5185733879010015,"Mr. Jason S. Deleeuw, CFA",0.1635138521650186,male,Piper Sandler Companies,"('PYPL', '2019 q1')",0.0
16287,V,2019 q1,4510,0.6281293665917861,"Mr. Jason S. Deleeuw, CFA",0.1890859487514579,male,Piper Sandler Companies,"('V', '2019 q1')",0.0
16288,IBM,2019 q1,4510,0.7371382264079899,Wamsi Mohan,0.2937620146147557,male,BofA Global Research,"('IBM', '2019 q1')",0.0
16289,IBM,2019 q1,4510,0.7371382264079899,"Mr. Amit J. Daryanani, CFA",0.2922681641923441,male,RBC Capital Markets,"('IBM', '2019 q1')",0.0
16290,IBM,2019 q1,4510,0.7371382264079899,Ms. Katy L. Huberty,0.7621562670699495,female,Morgan Stanley,"('IBM', '2019 q1')",0.0
16291,IBM,2019 q1,4510,0.7371382264079899,"Mr. Steven M. Milunovich, CFA",0.2513402897568536,male,Wolfe Research,"('IBM', '2019 q1')",0.07377969473600388
16292,INTU,2019 q1,4510,0.6872241330336623,"Kenneth Wong, CFA",0.2450327507022372,male,Guggenheim Securities LLC,"('INTU', '2019 q1')",0.0
16293,INTU,2019 q1,4510,0.6872241330336623,Ms. Elise Kennedy,0.947028084151023,female,Morgan Stanley,"('INTU', '2019 q1')",0.0
16294,INTU,2019 q1,4510,0.6872241330336623,Mr. Scott Schneeberger,0.3194274563152411,male,"Oppenheimer & Co., Inc.","('INTU', '2019 q1')",0.0
16295,IT,2019 q1,4510,0.758800968694355,"Mr. Gary E. Bisbee, CFA",0.692761397230287,male,BofA Global Research,"('IT', '2019 q1')",0.03333333507180214
16296,IT,2019 q1,4510,0.758800968694355,"Peter P. Appert, CFA",0.5009515946399746,male,Piper Sandler Companies,"('IT', '2019 q1')",0.0
16297,IT,2019 q1,4510,0.758800968694355,Ms. Toni M. Kaplan,0.5740174701416936,female,Morgan Stanley,"('IT', '2019 q1')",0.0
16298,MA,2019 q1,4510,0.5911184937867953,Mr. Moshe Orenbuch,0.2100208138299107,male,Credit Suisse,"('MA', '2019 q1')",0.0
16299,V,2019 q1,4510,0.6281293665917861,Mr. Moshe Orenbuch,0.1670280472531803,male,Credit Suisse,"('V', '2019 q1')",0.0
16300,MA,2019 q1,4510,0.5911184937867953,"Mr. Christopher R. Donat, CFA",0.1316361864643611,male,Sandler O'Neill & Partners,"('MA', '2019 q1')",0.0
16301,V,2019 q1,4510,0.6281293665917861,"Mr. Christopher R. Donat, CFA",0.1969449526599627,male,Sandler O'Neill & Partners,"('V', '2019 q1')",0.0
16302,MSFT,2019 q1,4510,0.6601498548106391,Credit Suisse Global Product Marketing,0.6351393866819565,Not a person,Credit Suisse,"('MSFT', '2019 q1')",0.006422978593036532
16303,MSFT,2019 q1,4510,0.6601498548106391,Mita Mehta,0.6638570031913783,female,Crispidea,"('MSFT', '2019 q1')",0.13745594024658203
16304,NOW,2019 q1,4510,0.4571849007747938,Timothy E. Klasell,0.1275060003855792,male,Northland Securities,"('NOW', '2019 q1')",0.01399807259440422
16305,NOW,2019 q1,4510,0.4571849007747938,Mr. Jonathan Kees,0.179080419172037,male,Summit Insights Group,"('NOW', '2019 q1')",0.0
16306,ORCL,2019 q1,4510,0.5453308513541207,Mr. John Barrett,0.5255548089779006,male,"Morningstar, Inc.","('ORCL', '2019 q1')",0.019248992204666138
16307,ORCL,2019 q1,4510,0.5453308513541207,Acquisdata Research Team,0.4236269153795486,Not a person,Acquisdata,"('ORCL', '2019 q1')",0.0
16308,ORCL,2019 q1,4510,0.5453308513541207,"Mr. Jason N. Ader, CFA",0.273819128153636,male,William Blair & Company,"('ORCL', '2019 q1')",0.0
16309,PAYC,2019 q1,4510,0.4010926266280999,Shankar Subramanian,0.4250724517384263,male,BofA Global Research,"('PAYC', '2019 q1')",0.0053818244487047195
16310,PAYC,2019 q1,4510,0.4010926266280999,Mr. David E. Hynes Jr.,0.6838322033754837,male,Canaccord Genuity,"('PAYC', '2019 q1')",0.03333333507180214
16311,PAYC,2019 q1,4510,0.4010926266280999,Mr. Samad S. Samana,0.2042003215868486,male,Jefferies,"('PAYC', '2019 q1')",0.005659456364810467
16312,PAYX,2019 q1,4510,0.695812637927239,Mr. Samad S. Samana,0.3351648494540906,male,Jefferies,"('PAYX', '2019 q1')",0.0
16313,PYPL,2019 q1,4510,0.5185733879010015,"Mr. Michael Graham, CFA",0.1213047517384416,male,Canaccord Genuity,"('PYPL', '2019 q1')",0.0
16314,PYPL,2019 q1,4510,0.5185733879010015,Ms. Shejal Ajmera,0.4925862528849022,female,Crispidea,"('PYPL', '2019 q1')",0.0
16315,PYPL,2019 q1,4510,0.5185733879010015,Bradley A. Berning,0.0733912137838472,male,Craig Hallum,"('PYPL', '2019 q1')",0.0
16316,SNPS,2019 q1,4510,0.6433822388516587,"Mr. Sterling Auty, CFA",0.3351924415532133,male,JPMorgan,"('SNPS', '2019 q1')",0.013363796286284924
16317,ACN,2019 q2,4510,0.7031127290055897,"Edward S. Caso, Jr",0.2010634984522011,male,"Wells Fargo Securities, LLC","('ACN', '2019 q2')",0.0
16318,CTSH,2019 q2,4510,0.7149590171897892,"Edward S. Caso, Jr",0.1704629993973145,male,"Wells Fargo Securities, LLC","('CTSH', '2019 q2')",0.01666666753590107
16319,DXC,2019 q2,4510,0.7344025707359871,"Edward S. Caso, Jr",0.2867536720303881,male,"Wells Fargo Securities, LLC","('DXC', '2019 q2')",0.0
16320,IBM,2019 q2,4510,0.6024673222283119,"Edward S. Caso, Jr",0.2958620246911637,male,"Wells Fargo Securities, LLC","('IBM', '2019 q2')",0.0
16321,ACN,2019 q2,4510,0.7031127290055897,Mr. James E. Friedman,0.8969623537959522,male,Susquehanna Financial Group LLLP,"('ACN', '2019 q2')",0.0
16322,ADS,2019 q2,4510,0.6853620263133458,Mr. James E. Friedman,0.7634647505004845,male,Susquehanna Financial Group LLLP,"('ADS', '2019 q2')",0.0
16323,CTSH,2019 q2,4510,0.7149590171897892,Mr. James E. Friedman,0.9607475792459066,male,Susquehanna Financial Group LLLP,"('CTSH', '2019 q2')",0.0
16324,DXC,2019 q2,4510,0.7344025707359871,Mr. James E. Friedman,0.8146365837683605,male,Susquehanna Financial Group LLLP,"('DXC', '2019 q2')",0.0
16325,FIS,2019 q2,4510,0.5093740613188169,Mr. James E. Friedman,0.2078395785179374,male,Susquehanna Financial Group LLLP,"('FIS', '2019 q2')",0.0
16326,FISV,2019 q2,4510,0.6653103354921646,Mr. James E. Friedman,0.7774119643217501,male,Susquehanna Financial Group LLLP,"('FISV', '2019 q2')",0.0
16327,GPN,2019 q2,4510,0.5526689001171872,Mr. James E. Friedman,0.7502913375108086,male,Susquehanna Financial Group LLLP,"('GPN', '2019 q2')",0.0
16328,MA,2019 q2,4510,0.4569293769676322,Mr. James E. Friedman,0.8647564906580948,male,Susquehanna Financial Group LLLP,"('MA', '2019 q2')",0.0
16329,PYPL,2019 q2,4510,0.4645771547499407,Mr. James E. Friedman,0.9437792016634868,male,Susquehanna Financial Group LLLP,"('PYPL', '2019 q2')",0.0
16330,V,2019 q2,4510,0.5653767744663001,Mr. James E. Friedman,0.7214149030508401,male,Susquehanna Financial Group LLLP,"('V', '2019 q2')",0.03333333507180214
16331,WU,2019 q2,4510,0.5984113460734011,Mr. James E. Friedman,0.819779570728164,male,Susquehanna Financial Group LLLP,"('WU', '2019 q2')",0.0
16332,ACN,2019 q2,4510,0.7031127290055897,Mr. Bryan Keane,0.4370774813187682,male,Deutsche Bank,"('ACN', '2019 q2')",0.0
16333,ADP,2019 q2,4510,0.6763964295893906,Mr. Bryan Keane,0.4367662428635128,male,Deutsche Bank,"('ADP', '2019 q2')",0.0
16334,CTSH,2019 q2,4510,0.7149590171897892,Mr. Bryan Keane,0.8327418615858836,male,Deutsche Bank,"('CTSH', '2019 q2')",0.0
16335,DXC,2019 q2,4510,0.7344025707359871,Mr. Bryan Keane,0.8004949118145825,male,Deutsche Bank,"('DXC', '2019 q2')",0.0
16336,GPN,2019 q2,4510,0.5526689001171872,Mr. Bryan Keane,0.8156040682712954,male,Deutsche Bank,"('GPN', '2019 q2')",0.0
16337,MA,2019 q2,4510,0.4569293769676322,Mr. Bryan Keane,0.6547471674585232,male,Deutsche Bank,"('MA', '2019 q2')",0.0
16338,PAYX,2019 q2,4510,0.7954647617150552,Mr. Bryan Keane,0.8496245521559174,male,Deutsche Bank,"('PAYX', '2019 q2')",0.0
16339,PYPL,2019 q2,4510,0.4645771547499407,Mr. Bryan Keane,0.1589461251493176,male,Deutsche Bank,"('PYPL', '2019 q2')",0.0
16340,V,2019 q2,4510,0.5653767744663001,Mr. Bryan Keane,0.7710819029108019,male,Deutsche Bank,"('V', '2019 q2')",0.0
16341,ACN,2019 q2,4510,0.7031127290055897,Mr. Darrin D. Peller,0.230678920807864,male,Wolfe Research,"('ACN', '2019 q2')",0.0
16342,ADS,2019 q2,4510,0.6853620263133458,Mr. Darrin D. Peller,0.358749413110692,male,Wolfe Research,"('ADS', '2019 q2')",0.0
16343,CTSH,2019 q2,4510,0.7149590171897892,Mr. Darrin D. Peller,0.2533040408674157,male,Wolfe Research,"('CTSH', '2019 q2')",0.0
16344,DXC,2019 q2,4510,0.7344025707359871,Mr. Darrin D. Peller,0.3362110329649262,male,Wolfe Research,"('DXC', '2019 q2')",0.0
16345,FIS,2019 q2,4510,0.5093740613188169,Mr. Darrin D. Peller,0.1681869593230542,male,Wolfe Research,"('FIS', '2019 q2')",0.0
16346,FISV,2019 q2,4510,0.6653103354921646,Mr. Darrin D. Peller,0.2809253773721205,male,Wolfe Research,"('FISV', '2019 q2')",0.0
16347,FLT,2019 q2,4510,0.2685987431269043,Mr. Darrin D. Peller,0.176826464943753,male,Wolfe Research,"('FLT', '2019 q2')",0.0
16348,GPN,2019 q2,4510,0.5526689001171872,Mr. Darrin D. Peller,0.2522680328040214,male,Wolfe Research,"('GPN', '2019 q2')",0.0
16349,MA,2019 q2,4510,0.4569293769676322,Mr. Darrin D. Peller,0.1302205936322697,male,Wolfe Research,"('MA', '2019 q2')",0.0
16350,PYPL,2019 q2,4510,0.4645771547499407,Mr. Darrin D. Peller,0.1203348326294661,male,Wolfe Research,"('PYPL', '2019 q2')",0.0
16351,V,2019 q2,4510,0.5653767744663001,Mr. Darrin D. Peller,0.1917308574200458,male,Wolfe Research,"('V', '2019 q2')",0.0
16352,ACN,2019 q2,4510,0.7031127290055897,Mr. Krishna BS,0.6884453175552862,male,Crispidea,"('ACN', '2019 q2')",0.0
16353,CTSH,2019 q2,4510,0.7149590171897892,Mr. Krishna BS,0.7265716401230368,male,Crispidea,"('CTSH', '2019 q2')",0.0
16354,IBM,2019 q2,4510,0.6024673222283119,Mr. Krishna BS,0.5667331452179132,male,Crispidea,"('IBM', '2019 q2')",0.0
16355,ACN,2019 q2,4510,0.7031127290055897,Acquisdata Research Team,0.8445071592609122,Not a person,Acquisdata,"('ACN', '2019 q2')",0.0
16356,ACN,2019 q2,4510,0.7031127290055897,Mr. Andrew Lange,0.8756922694682218,male,"Morningstar, Inc.","('ACN', '2019 q2')",0.0
16357,ADSK,2019 q2,4510,0.507860168510083,Mr. Andrew Lange,0.6962151721975438,male,"Morningstar, Inc.","('ADSK', '2019 q2')",0.0
16358,CDNS,2019 q2,4510,0.5774038492245003,Mr. Andrew Lange,0.5873750754287842,male,"Morningstar, Inc.","('CDNS', '2019 q2')",0.0
16359,CTSH,2019 q2,4510,0.7149590171897892,Mr. Andrew Lange,0.6926346773224864,male,"Morningstar, Inc.","('CTSH', '2019 q2')",0.0
16360,CTXS,2019 q2,4510,0.6270575092313072,Mr. Andrew Lange,0.6251972404514609,male,"Morningstar, Inc.","('CTXS', '2019 q2')",0.0
16361,DXC,2019 q2,4510,0.7344025707359871,Mr. Andrew Lange,0.7986808769837757,male,"Morningstar, Inc.","('DXC', '2019 q2')",0.0
16362,IBM,2019 q2,4510,0.6024673222283119,Mr. Andrew Lange,0.5772806939318045,male,"Morningstar, Inc.","('IBM', '2019 q2')",0.014696520132323105
16363,INTU,2019 q2,4510,0.6682712813740153,Mr. Andrew Lange,0.7592783424077509,male,"Morningstar, Inc.","('INTU', '2019 q2')",0.004659248826404412
16364,SNPS,2019 q2,4510,0.7162794485283159,Mr. Andrew Lange,0.682836957132737,male,"Morningstar, Inc.","('SNPS', '2019 q2')",0.0
16365,VRSN,2019 q2,4510,0.9352592428031048,Mr. Andrew Lange,0.9352592428031048,male,"Morningstar, Inc.","('VRSN', '2019 q2')",0.0
16366,ACN,2019 q2,4510,0.7031127290055897,Mr. Jason Kupferberg,0.4488997495270545,male,BofA Global Research,"('ACN', '2019 q2')",0.012894856743514538
16367,ADP,2019 q2,4510,0.6763964295893906,Mr. Jason Kupferberg,0.8589409095925729,male,BofA Global Research,"('ADP', '2019 q2')",0.07666520029306412
16368,CTSH,2019 q2,4510,0.7149590171897892,Mr. Jason Kupferberg,0.7256521605583628,male,BofA Global Research,"('CTSH', '2019 q2')",0.0064580426551401615
16369,FIS,2019 q2,4510,0.5093740613188169,Mr. Jason Kupferberg,0.4051969745357376,male,BofA Global Research,"('FIS', '2019 q2')",0.008852836675941944
16370,GPN,2019 q2,4510,0.5526689001171872,Mr. Jason Kupferberg,0.2936164221898885,male,BofA Global Research,"('GPN', '2019 q2')",0.0
16371,MA,2019 q2,4510,0.4569293769676322,Mr. Jason Kupferberg,0.1783441522743738,male,BofA Global Research,"('MA', '2019 q2')",0.01866493560373783
16372,PYPL,2019 q2,4510,0.4645771547499407,Mr. Jason Kupferberg,0.5898069752946768,male,BofA Global Research,"('PYPL', '2019 q2')",0.007447743788361549
16373,WU,2019 q2,4510,0.5984113460734011,Mr. Jason Kupferberg,0.5729925136002828,male,BofA Global Research,"('WU', '2019 q2')",0.0
16374,ACN,2019 q2,4510,0.7031127290055897,"Daniel R. Perlin, CFA",0.1850497106247789,male,RBC Capital Markets,"('ACN', '2019 q2')",0.01666666753590107
16375,ADS,2019 q2,4510,0.6853620263133458,"Daniel R. Perlin, CFA",0.360073280792844,male,RBC Capital Markets,"('ADS', '2019 q2')",0.0
16376,CTSH,2019 q2,4510,0.7149590171897892,"Daniel R. Perlin, CFA",0.5841444303064826,male,RBC Capital Markets,"('CTSH', '2019 q2')",0.03333333507180214
16377,DXC,2019 q2,4510,0.7344025707359871,"Daniel R. Perlin, CFA",0.2722581001939062,male,RBC Capital Markets,"('DXC', '2019 q2')",0.0
16378,FIS,2019 q2,4510,0.5093740613188169,"Daniel R. Perlin, CFA",0.1285993650964875,male,RBC Capital Markets,"('FIS', '2019 q2')",0.0
16379,FISV,2019 q2,4510,0.6653103354921646,"Daniel R. Perlin, CFA",0.2525269846959422,male,RBC Capital Markets,"('FISV', '2019 q2')",0.010120699182152748
16380,GPN,2019 q2,4510,0.5526689001171872,"Daniel R. Perlin, CFA",0.1224390397192594,male,RBC Capital Markets,"('GPN', '2019 q2')",0.008333333767950535
16381,JKHY,2019 q2,4510,0.7011420504276565,"Daniel R. Perlin, CFA",0.505743661662441,male,RBC Capital Markets,"('JKHY', '2019 q2')",0.01666666753590107
16382,MA,2019 q2,4510,0.4569293769676322,"Daniel R. Perlin, CFA",0.1266153187133604,male,RBC Capital Markets,"('MA', '2019 q2')",0.005632674787193537
16383,PYPL,2019 q2,4510,0.4645771547499407,"Daniel R. Perlin, CFA",0.1112932237394138,male,RBC Capital Markets,"('PYPL', '2019 q2')",0.0
16384,V,2019 q2,4510,0.5653767744663001,"Daniel R. Perlin, CFA",0.1607278134266373,male,RBC Capital Markets,"('V', '2019 q2')",0.0
16385,WU,2019 q2,4510,0.5984113460734011,"Daniel R. Perlin, CFA",0.2149491568203525,male,RBC Capital Markets,"('WU', '2019 q2')",0.0
16386,ACN,2019 q2,4510,0.7031127290055897,"Mr Charles Brennan, CFA",0.4836453665134383,male,Credit Suisse,"('ACN', '2019 q2')",0.011169482953846455
16387,ACN,2019 q2,4510,0.7031127290055897,Richard Nguyen,0.6729238359013217,male,Societe Generale,"('ACN', '2019 q2')",0.0
16388,CRM,2019 q2,4510,0.5980231217879877,Richard Nguyen,0.580740260873605,male,Societe Generale,"('CRM', '2019 q2')",0.00525089493021369
16389,CTSH,2019 q2,4510,0.7149590171897892,Richard Nguyen,0.8259596318378021,male,Societe Generale,"('CTSH', '2019 q2')",0.0
16390,IBM,2019 q2,4510,0.6024673222283119,Richard Nguyen,0.7143255308635181,male,Societe Generale,"('IBM', '2019 q2')",0.0
16391,ORCL,2019 q2,4510,0.4837542180910856,Richard Nguyen,0.2921289805647079,male,Societe Generale,"('ORCL', '2019 q2')",0.0
16392,ACN,2019 q2,4510,0.7031127290055897,Ms. Maggie Nolan,0.2227421667064041,female,William Blair & Company,"('ACN', '2019 q2')",0.0
16393,CTSH,2019 q2,4510,0.7149590171897892,Ms. Maggie Nolan,0.1737000413450162,female,William Blair & Company,"('CTSH', '2019 q2')",0.0
16394,ACN,2019 q2,4510,0.7031127290055897,Mr. Bryan Bergin,0.2045594167273169,male,Cowen and Company,"('ACN', '2019 q2')",0.0
16395,CTSH,2019 q2,4510,0.7149590171897892,Mr. Bryan Bergin,0.4029812095447753,male,Cowen and Company,"('CTSH', '2019 q2')",0.0
16396,DXC,2019 q2,4510,0.7344025707359871,Mr. Bryan Bergin,0.3030375159104777,male,Cowen and Company,"('DXC', '2019 q2')",0.008925526402890682
16397,ACN,2019 q2,4510,0.7031127290055897,"Mr. David M. Togut, CFA",0.2381792689712405,male,EVERCORE ISI,"('ACN', '2019 q2')",0.0
16398,ADP,2019 q2,4510,0.6763964295893906,"Mr. David M. Togut, CFA",0.4070861641651068,male,EVERCORE ISI,"('ADP', '2019 q2')",0.0
16399,CTSH,2019 q2,4510,0.7149590171897892,"Mr. David M. Togut, CFA",0.2350408975834008,male,EVERCORE ISI,"('CTSH', '2019 q2')",0.015193690545856953
16400,FIS,2019 q2,4510,0.5093740613188169,"Mr. David M. Togut, CFA",0.3298684033475276,male,EVERCORE ISI,"('FIS', '2019 q2')",0.0
16401,FLT,2019 q2,4510,0.2685987431269043,"Mr. David M. Togut, CFA",0.132080230301061,male,EVERCORE ISI,"('FLT', '2019 q2')",0.0
16402,GPN,2019 q2,4510,0.5526689001171872,"Mr. David M. Togut, CFA",0.1869181760015037,male,EVERCORE ISI,"('GPN', '2019 q2')",0.0
16403,JKHY,2019 q2,4510,0.7011420504276565,"Mr. David M. Togut, CFA",0.5471021816430076,male,EVERCORE ISI,"('JKHY', '2019 q2')",0.03333333507180214
16404,PAYX,2019 q2,4510,0.7954647617150552,"Mr. David M. Togut, CFA",0.489235145881038,male,EVERCORE ISI,"('PAYX', '2019 q2')",0.0
16405,PYPL,2019 q2,4510,0.4645771547499407,"Mr. David M. Togut, CFA",0.3654143254802686,male,EVERCORE ISI,"('PYPL', '2019 q2')",0.0
16406,ACN,2019 q2,4510,0.7031127290055897,SADIF Research,0.98244460094799,Not a person,Sadif Analytics Prime,"('ACN', '2019 q2')",0.9431307315826416
16407,CTSH,2019 q2,4510,0.7149590171897892,SADIF Research,0.9619972880191104,Not a person,Sadif Analytics Prime,"('CTSH', '2019 q2')",0.9391108155250549
16408,CTXS,2019 q2,4510,0.6270575092313072,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CTXS', '2019 q2')",0.9619362950325012
16409,DXC,2019 q2,4510,0.7344025707359871,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('DXC', '2019 q2')",0.9776498675346375
16410,FISV,2019 q2,4510,0.6653103354921646,SADIF Research,0.977009223178232,Not a person,Sadif Analytics Prime,"('FISV', '2019 q2')",0.9509204030036926
16411,GPN,2019 q2,4510,0.5526689001171872,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('GPN', '2019 q2')",0.9696316123008728
16412,JKHY,2019 q2,4510,0.7011420504276565,SADIF Research,0.9511187537533744,Not a person,Sadif Analytics Prime,"('JKHY', '2019 q2')",0.9796512722969055
16413,NLOK,2019 q2,4510,0.6338888561206407,SADIF Research,0.9406963293861504,Not a person,Sadif Analytics Prime,"('NLOK', '2019 q2')",0.9392682313919067
16414,PAYX,2019 q2,4510,0.7954647617150552,SADIF Research,0.9854569362751956,Not a person,Sadif Analytics Prime,"('PAYX', '2019 q2')",0.9545109868049622
16415,ACN,2019 q2,4510,0.7031127290055897,David Holt,0.7293779578742898,male,CFRA Equity Research,"('ACN', '2019 q2')",0.0
16416,ADP,2019 q2,4510,0.6763964295893906,David Holt,0.6915223242938853,male,CFRA Equity Research,"('ADP', '2019 q2')",0.0
16417,ADS,2019 q2,4510,0.6853620263133458,David Holt,0.7270031576575143,male,CFRA Equity Research,"('ADS', '2019 q2')",0.0
16418,BR,2019 q2,4510,0.0,David Holt,,male,CFRA Equity Research,"('BR', '2019 q2')",0.0
16419,CTSH,2019 q2,4510,0.7149590171897892,David Holt,0.6430763142752096,male,CFRA Equity Research,"('CTSH', '2019 q2')",0.0020195823162794113
16420,DXC,2019 q2,4510,0.7344025707359871,David Holt,0.7028538636872877,male,CFRA Equity Research,"('DXC', '2019 q2')",0.0
16421,FIS,2019 q2,4510,0.5093740613188169,David Holt,0.4464319749966893,male,CFRA Equity Research,"('FIS', '2019 q2')",0.0
16422,FISV,2019 q2,4510,0.6653103354921646,David Holt,0.5465448681324905,male,CFRA Equity Research,"('FISV', '2019 q2')",0.0
16423,FLT,2019 q2,4510,0.2685987431269043,David Holt,0.4436634544940381,male,CFRA Equity Research,"('FLT', '2019 q2')",0.0
16424,GPN,2019 q2,4510,0.5526689001171872,David Holt,0.5040610576500357,male,CFRA Equity Research,"('GPN', '2019 q2')",0.0
16425,IBM,2019 q2,4510,0.6024673222283119,David Holt,0.6375901871161718,male,CFRA Equity Research,"('IBM', '2019 q2')",0.0
16426,IT,2019 q2,4510,0.5309260502213815,David Holt,0.6911588053409169,male,CFRA Equity Research,"('IT', '2019 q2')",0.0
16427,JKHY,2019 q2,4510,0.7011420504276565,David Holt,0.5934305515254684,male,CFRA Equity Research,"('JKHY', '2019 q2')",0.011111111690600714
16428,PAYX,2019 q2,4510,0.7954647617150552,David Holt,0.6696371769699332,male,CFRA Equity Research,"('PAYX', '2019 q2')",0.0
16429,ADBE,2019 q2,4510,0.5785668130352808,Mr. Brent J. Thill,0.231521713685185,male,Jefferies,"('ADBE', '2019 q2')",0.0
16430,INTU,2019 q2,4510,0.6682712813740153,Mr. Brent J. Thill,0.3316214868853962,male,Jefferies,"('INTU', '2019 q2')",0.0
16431,ADBE,2019 q2,4510,0.5785668130352808,"Kenneth Wong, CFA",0.2425108930942096,male,Guggenheim Securities LLC,"('ADBE', '2019 q2')",0.0
16432,INTU,2019 q2,4510,0.6682712813740153,"Kenneth Wong, CFA",0.2779702146325626,male,Guggenheim Securities LLC,"('INTU', '2019 q2')",0.0
16433,ADBE,2019 q2,4510,0.5785668130352808,"Mr. Daniel Romanoff, CPA",0.6206128239738025,male,"Morningstar, Inc.","('ADBE', '2019 q2')",0.0
16434,ADBE,2019 q2,4510,0.5785668130352808,"Keith E. Weiss, CFA",0.2208163777427391,male,Morgan Stanley,"('ADBE', '2019 q2')",0.01666666753590107
16435,ADSK,2019 q2,4510,0.507860168510083,"Keith E. Weiss, CFA",0.3367474011410155,male,Morgan Stanley,"('ADSK', '2019 q2')",0.0
16436,AKAM,2019 q2,4510,0.5815305226162346,"Keith E. Weiss, CFA",0.3848972658481386,male,Morgan Stanley,"('AKAM', '2019 q2')",0.0
16437,CRM,2019 q2,4510,0.5980231217879877,"Keith E. Weiss, CFA",0.5665816668602938,male,Morgan Stanley,"('CRM', '2019 q2')",0.03333333507180214
16438,INTU,2019 q2,4510,0.6682712813740153,"Keith E. Weiss, CFA",0.270792736923408,male,Morgan Stanley,"('INTU', '2019 q2')",0.011111111690600714
16439,MSFT,2019 q2,4510,0.5860729823717583,"Keith E. Weiss, CFA",0.2905491413944099,male,Morgan Stanley,"('MSFT', '2019 q2')",0.0
16440,NLOK,2019 q2,4510,0.6338888561206407,"Keith E. Weiss, CFA",0.6302643302424886,male,Morgan Stanley,"('NLOK', '2019 q2')",0.03333333507180214
16441,NOW,2019 q2,4510,0.5045440165861833,"Keith E. Weiss, CFA",0.3944259856920463,male,Morgan Stanley,"('NOW', '2019 q2')",0.0
16442,ORCL,2019 q2,4510,0.4837542180910856,"Keith E. Weiss, CFA",0.1308554423345548,male,Morgan Stanley,"('ORCL', '2019 q2')",0.0
16443,ADBE,2019 q2,4510,0.5785668130352808,Kash Rangan,0.3505564689019376,male,BofA Global Research,"('ADBE', '2019 q2')",0.0
16444,INTU,2019 q2,4510,0.6682712813740153,Kash Rangan,0.389236594327278,male,BofA Global Research,"('INTU', '2019 q2')",0.0
16445,MSFT,2019 q2,4510,0.5860729823717583,Kash Rangan,0.2847762446050707,male,BofA Global Research,"('MSFT', '2019 q2')",0.010677275247871876
16446,NOW,2019 q2,4510,0.5045440165861833,Kash Rangan,0.2114310671517167,male,BofA Global Research,"('NOW', '2019 q2')",0.0
16447,ADBE,2019 q2,4510,0.5785668130352808,Mr. Brian J. Schwartz,0.2495618130303298,male,"Oppenheimer & Co., Inc.","('ADBE', '2019 q2')",0.0
16448,ADSK,2019 q2,4510,0.507860168510083,Mr. Brian J. Schwartz,0.1467113297672708,male,"Oppenheimer & Co., Inc.","('ADSK', '2019 q2')",0.0
16449,CRM,2019 q2,4510,0.5980231217879877,Mr. Brian J. Schwartz,0.2972368376059618,male,"Oppenheimer & Co., Inc.","('CRM', '2019 q2')",0.0
16450,NOW,2019 q2,4510,0.5045440165861833,Mr. Brian J. Schwartz,0.1731738715250086,male,"Oppenheimer & Co., Inc.","('NOW', '2019 q2')",0.0
16451,ORCL,2019 q2,4510,0.4837542180910856,Mr. Brian J. Schwartz,0.1528062284514361,male,"Oppenheimer & Co., Inc.","('ORCL', '2019 q2')",0.02090158686041832
16452,PAYC,2019 q2,4510,0.3885091798004321,Mr. Brian J. Schwartz,0.1218612620270162,male,"Oppenheimer & Co., Inc.","('PAYC', '2019 q2')",0.0
16453,ADBE,2019 q2,4510,0.5785668130352808,"Mr. Saket Kalia, CFA, CFA",0.6472080148873947,male,Barclays,"('ADBE', '2019 q2')",0.0
16454,FTNT,2019 q2,4510,0.5851468322675455,"Mr. Saket Kalia, CFA, CFA",0.3406844956970072,male,Barclays,"('FTNT', '2019 q2')",0.0
16455,ADBE,2019 q2,4510,0.5785668130352808,John Freeman,0.6546442524048319,male,CFRA Equity Research,"('ADBE', '2019 q2')",0.0
16456,ADSK,2019 q2,4510,0.507860168510083,John Freeman,0.6334667346452887,male,CFRA Equity Research,"('ADSK', '2019 q2')",0.0
16457,CRM,2019 q2,4510,0.5980231217879877,John Freeman,0.5768575563493156,male,CFRA Equity Research,"('CRM', '2019 q2')",0.0
16458,INTU,2019 q2,4510,0.6682712813740153,John Freeman,0.7429050800263456,male,CFRA Equity Research,"('INTU', '2019 q2')",0.0
16459,ORCL,2019 q2,4510,0.4837542180910856,John Freeman,0.3334660734284629,male,CFRA Equity Research,"('ORCL', '2019 q2')",0.020882117561995983
16460,SNPS,2019 q2,4510,0.7162794485283159,John Freeman,0.544184090931804,male,CFRA Equity Research,"('SNPS', '2019 q2')",0.0
16461,ADBE,2019 q2,4510,0.5785668130352808,"Richard Davis, CFA",0.4122909995967714,male,Canaccord Genuity,"('ADBE', '2019 q2')",0.012875933200120926
16462,ADSK,2019 q2,4510,0.507860168510083,"Richard Davis, CFA",0.3645595339373443,male,Canaccord Genuity,"('ADSK', '2019 q2')",0.0
16463,CRM,2019 q2,4510,0.5980231217879877,"Richard Davis, CFA",0.2974495583316435,male,Canaccord Genuity,"('CRM', '2019 q2')",0.0
16464,MSFT,2019 q2,4510,0.5860729823717583,"Richard Davis, CFA",0.4497639107477917,male,Canaccord Genuity,"('MSFT', '2019 q2')",0.0
16465,NOW,2019 q2,4510,0.5045440165861833,"Richard Davis, CFA",0.2063010488757326,male,Canaccord Genuity,"('NOW', '2019 q2')",0.011761486530303955
16466,ADBE,2019 q2,4510,0.5785668130352808,Mr. Brad A. Zelnick,0.3707214868279656,male,Credit Suisse,"('ADBE', '2019 q2')",0.0
16467,ADSK,2019 q2,4510,0.507860168510083,Mr. Brad A. Zelnick,0.3106396015505623,male,Credit Suisse,"('ADSK', '2019 q2')",0.0
16468,AKAM,2019 q2,4510,0.5815305226162346,Mr. Brad A. Zelnick,0.4478297285562799,male,Credit Suisse,"('AKAM', '2019 q2')",0.0
16469,CRM,2019 q2,4510,0.5980231217879877,Mr. Brad A. Zelnick,0.4662453342111796,male,Credit Suisse,"('CRM', '2019 q2')",0.0
16470,FTNT,2019 q2,4510,0.5851468322675455,Mr. Brad A. Zelnick,0.2745185198749897,male,Credit Suisse,"('FTNT', '2019 q2')",0.0
16471,INTU,2019 q2,4510,0.6682712813740153,Mr. Brad A. Zelnick,0.4048355056997821,male,Credit Suisse,"('INTU', '2019 q2')",0.0
16472,MSFT,2019 q2,4510,0.5860729823717583,Mr. Brad A. Zelnick,0.3351262638308494,male,Credit Suisse,"('MSFT', '2019 q2')",0.0
16473,NLOK,2019 q2,4510,0.6338888561206407,Mr. Brad A. Zelnick,0.4103097038369918,male,Credit Suisse,"('NLOK', '2019 q2')",0.02212054841220379
16474,NOW,2019 q2,4510,0.5045440165861833,Mr. Brad A. Zelnick,0.3221832083516861,male,Credit Suisse,"('NOW', '2019 q2')",0.0
16475,ORCL,2019 q2,4510,0.4837542180910856,Mr. Brad A. Zelnick,0.1927190825852209,male,Credit Suisse,"('ORCL', '2019 q2')",0.0
16476,PAYC,2019 q2,4510,0.3885091798004321,Mr. Brad A. Zelnick,0.4695446947696667,male,Credit Suisse,"('PAYC', '2019 q2')",0.0
16477,ADBE,2019 q2,4510,0.5785668130352808,Mr. Scott H. Kessler,0.6666880632379313,male,CFRA Equity Research,"('ADBE', '2019 q2')",0.0
16478,ADSK,2019 q2,4510,0.507860168510083,Mr. Scott H. Kessler,0.6337805721479378,male,CFRA Equity Research,"('ADSK', '2019 q2')",0.0
16479,AKAM,2019 q2,4510,0.5815305226162346,Mr. Scott H. Kessler,0.7704235143030838,male,CFRA Equity Research,"('AKAM', '2019 q2')",0.0
16480,CRM,2019 q2,4510,0.5980231217879877,Mr. Scott H. Kessler,0.6294518444507279,male,CFRA Equity Research,"('CRM', '2019 q2')",0.0
16481,CTXS,2019 q2,4510,0.6270575092313072,Mr. Scott H. Kessler,0.7216559313683094,male,CFRA Equity Research,"('CTXS', '2019 q2')",0.0
16482,INTU,2019 q2,4510,0.6682712813740153,Mr. Scott H. Kessler,0.7336378522457587,male,CFRA Equity Research,"('INTU', '2019 q2')",0.0
16483,MA,2019 q2,4510,0.4569293769676322,Mr. Scott H. Kessler,0.63184839108255,male,CFRA Equity Research,"('MA', '2019 q2')",0.0
16484,MSFT,2019 q2,4510,0.5860729823717583,Mr. Scott H. Kessler,0.7873443890934999,male,CFRA Equity Research,"('MSFT', '2019 q2')",0.0
16485,NOW,2019 q2,4510,0.5045440165861833,Mr. Scott H. Kessler,0.684153404246549,male,CFRA Equity Research,"('NOW', '2019 q2')",0.0
16486,PYPL,2019 q2,4510,0.4645771547499407,Mr. Scott H. Kessler,0.3964370114203959,male,CFRA Equity Research,"('PYPL', '2019 q2')",0.0
16487,SNPS,2019 q2,4510,0.7162794485283159,Mr. Scott H. Kessler,0.5718783996263064,male,CFRA Equity Research,"('SNPS', '2019 q2')",0.012948890682309866
16488,V,2019 q2,4510,0.5653767744663001,Mr. Scott H. Kessler,0.534245311344745,male,CFRA Equity Research,"('V', '2019 q2')",0.0
16489,VRSN,2019 q2,4510,0.9352592428031048,Mr. Scott H. Kessler,0.9352592428031048,male,CFRA Equity Research,"('VRSN', '2019 q2')",0.0
16490,WU,2019 q2,4510,0.5984113460734011,Mr. Scott H. Kessler,0.606245165266508,male,CFRA Equity Research,"('WU', '2019 q2')",0.0
16491,ADBE,2019 q2,4510,0.5785668130352808,Mr. J. Derrick Wood,0.4163428614252259,male,Cowen and Company,"('ADBE', '2019 q2')",0.0
16492,CRM,2019 q2,4510,0.5980231217879877,Mr. J. Derrick Wood,0.2883683350481938,male,Cowen and Company,"('CRM', '2019 q2')",0.0
16493,NOW,2019 q2,4510,0.5045440165861833,Mr. J. Derrick Wood,0.2535694295440022,male,Cowen and Company,"('NOW', '2019 q2')",0.0
16494,ORCL,2019 q2,4510,0.4837542180910856,Mr. J. Derrick Wood,0.2008349330762478,male,Cowen and Company,"('ORCL', '2019 q2')",0.0
16495,ADBE,2019 q2,4510,0.5785668130352808,Research Department,0.3197504732091682,Not a person,Trefis,"('ADBE', '2019 q2')",0.012362123467028141
16496,ADBE,2019 q2,4510,0.5785668130352808,Research Department,0.3197504732091682,Not a person,Wedbush Securities Inc.,"('ADBE', '2019 q2')",0.012362123467028141
16497,CTSH,2019 q2,4510,0.7149590171897892,Research Department,0.795185180764742,Not a person,Trefis,"('CTSH', '2019 q2')",0.0
16498,CTSH,2019 q2,4510,0.7149590171897892,Research Department,0.795185180764742,Not a person,Wedbush Securities Inc.,"('CTSH', '2019 q2')",0.0
16499,ADP,2019 q2,4510,0.6763964295893906,Colin Plunkett,0.8331956755190579,male,"Morningstar, Inc.","('ADP', '2019 q2')",0.0
16500,ADS,2019 q2,4510,0.6853620263133458,Colin Plunkett,0.7345170996839236,male,"Morningstar, Inc.","('ADS', '2019 q2')",0.0
16501,FIS,2019 q2,4510,0.5093740613188169,Colin Plunkett,0.6896806537094434,male,"Morningstar, Inc.","('FIS', '2019 q2')",0.03333333507180214
16502,FISV,2019 q2,4510,0.6653103354921646,Colin Plunkett,0.6319173596359154,male,"Morningstar, Inc.","('FISV', '2019 q2')",0.0
16503,JKHY,2019 q2,4510,0.7011420504276565,Colin Plunkett,0.6648724624948283,male,"Morningstar, Inc.","('JKHY', '2019 q2')",0.011111111690600714
16504,PAYX,2019 q2,4510,0.7954647617150552,Colin Plunkett,0.7954512870471045,male,"Morningstar, Inc.","('PAYX', '2019 q2')",0.0
16505,ADP,2019 q2,4510,0.6763964295893906,Kevin D. McVeigh,0.5358968829857195,male,Credit Suisse,"('ADP', '2019 q2')",0.0
16506,PAYX,2019 q2,4510,0.7954647617150552,Kevin D. McVeigh,0.5506892924234779,male,Credit Suisse,"('PAYX', '2019 q2')",0.0
16507,ADP,2019 q2,4510,0.6763964295893906,Mr. James E. Faucette,0.3801346250026524,male,Morgan Stanley,"('ADP', '2019 q2')",0.0
16508,GPN,2019 q2,4510,0.5526689001171872,Mr. James E. Faucette,0.3226539417989192,male,Morgan Stanley,"('GPN', '2019 q2')",0.0
16509,MA,2019 q2,4510,0.4569293769676322,Mr. James E. Faucette,0.2509589089532502,male,Morgan Stanley,"('MA', '2019 q2')",0.0
16510,PAYX,2019 q2,4510,0.7954647617150552,Mr. James E. Faucette,0.5993952174766538,male,Morgan Stanley,"('PAYX', '2019 q2')",0.0
16511,PYPL,2019 q2,4510,0.4645771547499407,Mr. James E. Faucette,0.1950427855838869,male,Morgan Stanley,"('PYPL', '2019 q2')",0.0
16512,WU,2019 q2,4510,0.5984113460734011,Mr. James E. Faucette,0.3065827338996446,male,Morgan Stanley,"('WU', '2019 q2')",0.0
16513,ADP,2019 q2,4510,0.6763964295893906,Mr. Nandan G. Amladi,0.2932200507278678,male,Guggenheim Securities LLC,"('ADP', '2019 q2')",0.0
16514,PAYC,2019 q2,4510,0.3885091798004321,Mr. Nandan G. Amladi,0.3357219017521569,male,Guggenheim Securities LLC,"('PAYC', '2019 q2')",0.0
16515,ADS,2019 q2,4510,0.6853620263133458,"Mr. Vincent A. Caintic, CFA",0.2499549760968157,male,Stephens Inc.,"('ADS', '2019 q2')",0.0
16516,ADS,2019 q2,4510,0.6853620263133458,Mr. Timothy W. Willi,0.2735046488784247,male,"Wells Fargo Securities, LLC","('ADS', '2019 q2')",0.0
16517,FIS,2019 q2,4510,0.5093740613188169,Mr. Timothy W. Willi,0.0983116831540985,male,"Wells Fargo Securities, LLC","('FIS', '2019 q2')",0.0
16518,FISV,2019 q2,4510,0.6653103354921646,Mr. Timothy W. Willi,0.2159447979622109,male,"Wells Fargo Securities, LLC","('FISV', '2019 q2')",0.0
16519,FLT,2019 q2,4510,0.2685987431269043,Mr. Timothy W. Willi,0.1164969666832484,male,"Wells Fargo Securities, LLC","('FLT', '2019 q2')",0.01678748056292534
16520,GPN,2019 q2,4510,0.5526689001171872,Mr. Timothy W. Willi,0.0934794705053633,male,"Wells Fargo Securities, LLC","('GPN', '2019 q2')",0.004347886890172958
16521,JKHY,2019 q2,4510,0.7011420504276565,Mr. Timothy W. Willi,0.4064813676649749,male,"Wells Fargo Securities, LLC","('JKHY', '2019 q2')",0.0
16522,WU,2019 q2,4510,0.5984113460734011,Mr. Timothy W. Willi,0.1604657292556255,male,"Wells Fargo Securities, LLC","('WU', '2019 q2')",0.0
16523,ADS,2019 q2,4510,0.6853620263133458,David M. Scharf,0.5422828614721589,male,JMP Securities,"('ADS', '2019 q2')",0.023553479462862015
16524,GPN,2019 q2,4510,0.5526689001171872,David M. Scharf,0.1068560525705362,male,JMP Securities,"('GPN', '2019 q2')",0.0
16525,WU,2019 q2,4510,0.5984113460734011,David M. Scharf,0.4466659177384515,male,JMP Securities,"('WU', '2019 q2')",0.0
16526,ADS,2019 q2,4510,0.6853620263133458,Mr. Georgios Mihalos,0.5281339335708792,male,Cowen and Company,"('ADS', '2019 q2')",0.0
16527,FIS,2019 q2,4510,0.5093740613188169,Mr. Georgios Mihalos,0.6403140993647078,male,Cowen and Company,"('FIS', '2019 q2')",0.0
16528,FISV,2019 q2,4510,0.6653103354921646,Mr. Georgios Mihalos,0.7449124760386171,male,Cowen and Company,"('FISV', '2019 q2')",0.0
16529,GPN,2019 q2,4510,0.5526689001171872,Mr. Georgios Mihalos,0.6280511117474054,male,Cowen and Company,"('GPN', '2019 q2')",0.0
16530,PYPL,2019 q2,4510,0.4645771547499407,Mr. Georgios Mihalos,0.5418351406701007,male,Cowen and Company,"('PYPL', '2019 q2')",0.0
16531,V,2019 q2,4510,0.5653767744663001,Mr. Georgios Mihalos,0.7085445554317563,male,Cowen and Company,"('V', '2019 q2')",0.0
16532,ADS,2019 q2,4510,0.6853620263133458,"Mr. Jason S. Deleeuw, CFA",0.2863058664272657,male,Piper Sandler Companies,"('ADS', '2019 q2')",0.0
16533,GPN,2019 q2,4510,0.5526689001171872,"Mr. Jason S. Deleeuw, CFA",0.1532583077396661,male,Piper Sandler Companies,"('GPN', '2019 q2')",0.0
16534,MA,2019 q2,4510,0.4569293769676322,"Mr. Jason S. Deleeuw, CFA",0.1194612929541553,male,Piper Sandler Companies,"('MA', '2019 q2')",0.0
16535,PYPL,2019 q2,4510,0.4645771547499407,"Mr. Jason S. Deleeuw, CFA",0.1739719905633549,male,Piper Sandler Companies,"('PYPL', '2019 q2')",0.0
16536,V,2019 q2,4510,0.5653767744663001,"Mr. Jason S. Deleeuw, CFA",0.1639322718667016,male,Piper Sandler Companies,"('V', '2019 q2')",0.0
16537,ADS,2019 q2,4510,0.6853620263133458,"Mr. John D. Kernan, CFA",0.8826904829547011,male,Cowen and Company,"('ADS', '2019 q2')",0.0
16538,ADS,2019 q2,4510,0.6853620263133458,Moshe Katri,0.3114921158508865,male,Wedbush Securities Inc.,"('ADS', '2019 q2')",0.0
16539,CTSH,2019 q2,4510,0.7149590171897892,Moshe Katri,0.355931765072187,male,Wedbush Securities Inc.,"('CTSH', '2019 q2')",0.017037130892276764
16540,FIS,2019 q2,4510,0.5093740613188169,Moshe Katri,0.3132540130922556,male,Wedbush Securities Inc.,"('FIS', '2019 q2')",0.0
16541,GPN,2019 q2,4510,0.5526689001171872,Moshe Katri,0.2644146569873952,male,Wedbush Securities Inc.,"('GPN', '2019 q2')",0.0
16542,MA,2019 q2,4510,0.4569293769676322,Moshe Katri,0.2453965753101119,male,Wedbush Securities Inc.,"('MA', '2019 q2')",0.0
16543,V,2019 q2,4510,0.5653767744663001,Moshe Katri,0.2361437204945466,male,Wedbush Securities Inc.,"('V', '2019 q2')",0.0
16544,ADS,2019 q2,4510,0.6853620263133458,"Andrew W. Jeffrey, CFA",0.25188564883909,male,SunTrust Robinson Humphrey Capital Markets,"('ADS', '2019 q2')",0.0
16545,FIS,2019 q2,4510,0.5093740613188169,"Andrew W. Jeffrey, CFA",0.2004902322560096,male,SunTrust Robinson Humphrey Capital Markets,"('FIS', '2019 q2')",0.0
16546,FISV,2019 q2,4510,0.6653103354921646,"Andrew W. Jeffrey, CFA",0.3202640901391151,male,SunTrust Robinson Humphrey Capital Markets,"('FISV', '2019 q2')",0.0
16547,GPN,2019 q2,4510,0.5526689001171872,"Andrew W. Jeffrey, CFA",0.2511429615017981,male,SunTrust Robinson Humphrey Capital Markets,"('GPN', '2019 q2')",0.0
16548,MA,2019 q2,4510,0.4569293769676322,"Andrew W. Jeffrey, CFA",0.2190275629648273,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2019 q2')",0.0
16549,ADS,2019 q2,4510,0.6853620263133458,Mr. Ashish Sabadra,0.9194337661395916,male,Deutsche Bank,"('ADS', '2019 q2')",0.0
16550,ADSK,2019 q2,4510,0.507860168510083,Ken Talanian,0.2554346245880393,male,EVERCORE ISI,"('ADSK', '2019 q2')",0.03169561177492142
16551,AKAM,2019 q2,4510,0.5815305226162346,Ken Talanian,0.3128512637510164,male,EVERCORE ISI,"('AKAM', '2019 q2')",0.0
16552,FTNT,2019 q2,4510,0.5851468322675455,Ken Talanian,0.4265464025435342,male,EVERCORE ISI,"('FTNT', '2019 q2')",0.0
16553,NLOK,2019 q2,4510,0.6338888561206407,Ken Talanian,0.3131515087811253,male,EVERCORE ISI,"('NLOK', '2019 q2')",0.013824588619172573
16554,ADSK,2019 q2,4510,0.507860168510083,Mr. Stephen D. Bersey,0.2112164592058754,male,MUFG Securities Americas Inc.,"('ADSK', '2019 q2')",0.0
16555,ADSK,2019 q2,4510,0.507860168510083,Mr. Steve R. Koenig,0.15939186342469,male,Wedbush Securities Inc.,"('ADSK', '2019 q2')",0.0
16556,CRM,2019 q2,4510,0.5980231217879877,Mr. Steve R. Koenig,0.2015883767304837,male,Wedbush Securities Inc.,"('CRM', '2019 q2')",0.0
16557,ADSK,2019 q2,4510,0.507860168510083,Gal Munda,0.2390150866547211,male,Berenberg,"('ADSK', '2019 q2')",0.0
16558,CDNS,2019 q2,4510,0.5774038492245003,Gal Munda,0.3338513656533518,male,Berenberg,"('CDNS', '2019 q2')",0.0
16559,SNPS,2019 q2,4510,0.7162794485283159,Gal Munda,0.5390460717243953,male,Berenberg,"('SNPS', '2019 q2')",0.014414052478969097
16560,AKAM,2019 q2,4510,0.5815305226162346,"Shebly Seyrafi, CFA",0.4743149388181703,male,FBN Securities,"('AKAM', '2019 q2')",0.028278416643540066
16561,CRM,2019 q2,4510,0.5980231217879877,"Shebly Seyrafi, CFA",0.5662489808825187,male,FBN Securities,"('CRM', '2019 q2')",0.03333333507180214
16562,FTNT,2019 q2,4510,0.5851468322675455,"Shebly Seyrafi, CFA",0.6015910878596012,male,FBN Securities,"('FTNT', '2019 q2')",0.03333333507180214
16563,NLOK,2019 q2,4510,0.6338888561206407,"Shebly Seyrafi, CFA",0.2340506015014593,male,FBN Securities,"('NLOK', '2019 q2')",0.028328852728009224
16564,NOW,2019 q2,4510,0.5045440165861833,"Shebly Seyrafi, CFA",0.6143898798595513,male,FBN Securities,"('NOW', '2019 q2')",0.03333333507180214
16565,AKAM,2019 q2,4510,0.5815305226162346,"Mr. Jeff L. Van Rhee, CFA",0.1933382955192543,male,Craig Hallum,"('AKAM', '2019 q2')",0.0
16566,AKAM,2019 q2,4510,0.5815305226162346,Greg P Miller,0.232009293227364,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2019 q2')",0.0
16567,AKAM,2019 q2,4510,0.5815305226162346,"David P. Nicoski, CMT",0.7406608615018455,male,Vermilion Technical Research,"('AKAM', '2019 q2')",0.08800343796610832
16568,MSFT,2019 q2,4510,0.5860729823717583,"David P. Nicoski, CMT",0.905111260478532,male,Vermilion Technical Research,"('MSFT', '2019 q2')",0.09109795838594437
16569,AKAM,2019 q2,4510,0.5815305226162346,Mr. Matthew Dolgin,0.6921903901160211,male,"Morningstar, Inc.","('AKAM', '2019 q2')",0.0
16570,AKAM,2019 q2,4510,0.5815305226162346,Mr. Vijay Bhagavath,0.8274095474836465,male,Deutsche Bank,"('AKAM', '2019 q2')",0.0
16571,AKAM,2019 q2,4510,0.5815305226162346,"Timothy K. Horan, CFA",0.1691261239842334,male,"Oppenheimer & Co., Inc.","('AKAM', '2019 q2')",0.0
16572,AKAM,2019 q2,4510,0.5815305226162346,Mr. Andrew J. Nowinski,0.1635703754105383,male,Piper Sandler Companies,"('AKAM', '2019 q2')",0.0
16573,FTNT,2019 q2,4510,0.5851468322675455,Mr. Andrew J. Nowinski,0.3507062791040225,male,Piper Sandler Companies,"('FTNT', '2019 q2')",0.0
16574,AKAM,2019 q2,4510,0.5815305226162346,Mr. Mark S. Mahaney,0.1619731986502015,male,RBC Capital Markets,"('AKAM', '2019 q2')",0.0
16575,AKAM,2019 q2,4510,0.5815305226162346,Ms. Melissa A. Franchi,0.3744737670706488,female,Morgan Stanley,"('AKAM', '2019 q2')",0.0
16576,AKAM,2019 q2,4510,0.5815305226162346,Robert Gutman,0.1659132367048448,male,Guggenheim Securities LLC,"('AKAM', '2019 q2')",0.0
16577,CDNS,2019 q2,4510,0.5774038492245003,Mr. Mitch T. Steves,0.3563793403846568,male,RBC Capital Markets,"('CDNS', '2019 q2')",0.0
16578,SNPS,2019 q2,4510,0.7162794485283159,Mr. Mitch T. Steves,0.8705948294099417,male,RBC Capital Markets,"('SNPS', '2019 q2')",0.01666666753590107
16579,CDNS,2019 q2,4510,0.5774038492245003,Michail Paraskevopoulos,0.8219194139774543,male,Marktfeld,"('CDNS', '2019 q2')",0.0
16580,CDNS,2019 q2,4510,0.5774038492245003,Mr. John W. Pitzer,0.3935932760976683,male,Credit Suisse,"('CDNS', '2019 q2')",0.0
16581,CRM,2019 q2,4510,0.5980231217879877,Terry Tillman,0.1407403055688471,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2019 q2')",0.0
16582,CRM,2019 q2,4510,0.5980231217879877,Mr. Alex Zukin,0.2766734633258277,male,Piper Sandler Companies,"('CRM', '2019 q2')",0.0
16583,MSFT,2019 q2,4510,0.5860729823717583,Mr. Alex Zukin,0.1987022047008016,male,Piper Sandler Companies,"('MSFT', '2019 q2')",0.0
16584,CRM,2019 q2,4510,0.5980231217879877,Mr. Ravindra kulkarni,0.4931864379813831,male,Crispidea,"('CRM', '2019 q2')",0.004037053634723027
16585,MSFT,2019 q2,4510,0.5860729823717583,Mr. Ravindra kulkarni,0.4331850096976832,male,Crispidea,"('MSFT', '2019 q2')",0.0
16586,ORCL,2019 q2,4510,0.4837542180910856,Mr. Ravindra kulkarni,0.577514062105839,male,Crispidea,"('ORCL', '2019 q2')",0.0
16587,CRM,2019 q2,4510,0.5980231217879877,Mr. Patrick D. Walravens,0.1979996577814043,male,JMP Securities,"('CRM', '2019 q2')",0.0
16588,CRM,2019 q2,4510,0.5980231217879877,Mr. Matthew G. Hedberg,0.2181932915970119,male,RBC Capital Markets,"('CRM', '2019 q2')",0.0
16589,NLOK,2019 q2,4510,0.6338888561206407,Mr. Matthew G. Hedberg,0.322854982020144,male,RBC Capital Markets,"('NLOK', '2019 q2')",0.021553482860326767
16590,NOW,2019 q2,4510,0.5045440165861833,Mr. Matthew G. Hedberg,0.1377649080148186,male,RBC Capital Markets,"('NOW', '2019 q2')",0.0
16591,ORCL,2019 q2,4510,0.4837542180910856,Mr. Matthew G. Hedberg,0.1215062172465409,male,RBC Capital Markets,"('ORCL', '2019 q2')",0.01666666753590107
16592,CRM,2019 q2,4510,0.5980231217879877,"Raimo Lenschow, CFA",0.3617131191429472,male,Barclays,"('CRM', '2019 q2')",0.0
16593,CTXS,2019 q2,4510,0.6270575092313072,"Raimo Lenschow, CFA",0.3128797833471538,male,Barclays,"('CTXS', '2019 q2')",0.0
16594,INTU,2019 q2,4510,0.6682712813740153,"Raimo Lenschow, CFA",0.4877355647704785,male,Barclays,"('INTU', '2019 q2')",0.0
16595,MSFT,2019 q2,4510,0.5860729823717583,"Raimo Lenschow, CFA",0.1724833491288282,male,Barclays,"('MSFT', '2019 q2')",0.0
16596,NOW,2019 q2,4510,0.5045440165861833,"Raimo Lenschow, CFA",0.2977442505176829,male,Barclays,"('NOW', '2019 q2')",0.0
16597,ORCL,2019 q2,4510,0.4837542180910856,"Raimo Lenschow, CFA",0.2665005623335978,male,Barclays,"('ORCL', '2019 q2')",0.0
16598,PAYC,2019 q2,4510,0.3885091798004321,"Raimo Lenschow, CFA",0.2951979748230866,male,Barclays,"('PAYC', '2019 q2')",0.0
16599,CRM,2019 q2,4510,0.5980231217879877,Mr. Bhavan S. Suri,0.4405052279196417,male,William Blair & Company,"('CRM', '2019 q2')",0.0
16600,CRM,2019 q2,4510,0.5980231217879877,Mr. Dan Romanoff,0.8593873450241708,male,"Morningstar, Inc.","('CRM', '2019 q2')",0.011111111690600714
16601,MSFT,2019 q2,4510,0.5860729823717583,Mr. Dan Romanoff,0.4627385499086871,male,"Morningstar, Inc.","('MSFT', '2019 q2')",0.0
16602,NOW,2019 q2,4510,0.5045440165861833,Mr. Dan Romanoff,0.3974878126094134,male,"Morningstar, Inc.","('NOW', '2019 q2')",0.0
16603,CRM,2019 q2,4510,0.5980231217879877,"Kirk Materne, CFA",0.3664440524875072,male,EVERCORE ISI,"('CRM', '2019 q2')",0.0
16604,CTXS,2019 q2,4510,0.6270575092313072,"Kirk Materne, CFA",0.3296392509349429,male,EVERCORE ISI,"('CTXS', '2019 q2')",0.0
16605,INTU,2019 q2,4510,0.6682712813740153,"Kirk Materne, CFA",0.4155243997196767,male,EVERCORE ISI,"('INTU', '2019 q2')",0.02593676559627056
16606,MSFT,2019 q2,4510,0.5860729823717583,"Kirk Materne, CFA",0.1580617383811103,male,EVERCORE ISI,"('MSFT', '2019 q2')",0.0
16607,NOW,2019 q2,4510,0.5045440165861833,"Kirk Materne, CFA",0.1152710925527582,male,EVERCORE ISI,"('NOW', '2019 q2')",0.005266736261546612
16608,CTSH,2019 q2,4510,0.7149590171897892,"Mr. Brian Essex, CFA",0.2919690944379376,male,Morgan Stanley,"('CTSH', '2019 q2')",0.0
16609,CTSH,2019 q2,4510,0.7149590171897892,Mr. Yogesh Aggarwal,0.2753554459496291,male,HSBC,"('CTSH', '2019 q2')",0.01666666753590107
16610,CTSH,2019 q2,4510,0.7149590171897892,Mr. Rishit Parikh,0.2134917651513411,male,Nomura,"('CTSH', '2019 q2')",0.0
16611,CTSH,2019 q2,4510,0.7149590171897892,"Glenn E. Greene, CFA",0.3036269708883271,male,"Oppenheimer & Co., Inc.","('CTSH', '2019 q2')",0.0
16612,FIS,2019 q2,4510,0.5093740613188169,"Glenn E. Greene, CFA",0.2404781463746443,male,"Oppenheimer & Co., Inc.","('FIS', '2019 q2')",0.0
16613,FLT,2019 q2,4510,0.2685987431269043,"Glenn E. Greene, CFA",0.1297260897169228,male,"Oppenheimer & Co., Inc.","('FLT', '2019 q2')",0.0
16614,GPN,2019 q2,4510,0.5526689001171872,"Glenn E. Greene, CFA",0.0987275316438969,male,"Oppenheimer & Co., Inc.","('GPN', '2019 q2')",0.0
16615,JKHY,2019 q2,4510,0.7011420504276565,"Glenn E. Greene, CFA",0.4286073771843492,male,"Oppenheimer & Co., Inc.","('JKHY', '2019 q2')",0.0
16616,MA,2019 q2,4510,0.4569293769676322,"Glenn E. Greene, CFA",0.0773084050564823,male,"Oppenheimer & Co., Inc.","('MA', '2019 q2')",0.0
16617,PYPL,2019 q2,4510,0.4645771547499407,"Glenn E. Greene, CFA",0.1721315321291822,male,"Oppenheimer & Co., Inc.","('PYPL', '2019 q2')",0.0
16618,V,2019 q2,4510,0.5653767744663001,"Glenn E. Greene, CFA",0.1440965281037041,male,"Oppenheimer & Co., Inc.","('V', '2019 q2')",0.0
16619,CTXS,2019 q2,4510,0.6270575092313072,Karl E. Keirstead,0.4135888779246501,male,Deutsche Bank,"('CTXS', '2019 q2')",0.0
16620,MSFT,2019 q2,4510,0.5860729823717583,Karl E. Keirstead,0.843414011860347,male,Deutsche Bank,"('MSFT', '2019 q2')",0.0
16621,NLOK,2019 q2,4510,0.6338888561206407,Karl E. Keirstead,0.8490678810028135,male,Deutsche Bank,"('NLOK', '2019 q2')",0.0
16622,NOW,2019 q2,4510,0.5045440165861833,Karl E. Keirstead,0.8872099793339489,male,Deutsche Bank,"('NOW', '2019 q2')",0.0
16623,ORCL,2019 q2,4510,0.4837542180910856,Karl E. Keirstead,0.8808361741262504,male,Deutsche Bank,"('ORCL', '2019 q2')",0.0
16624,CTXS,2019 q2,4510,0.6270575092313072,Mr. Ittai Kidron,0.2361326686868751,male,"Oppenheimer & Co., Inc.","('CTXS', '2019 q2')",0.0
16625,CTXS,2019 q2,4510,0.6270575092313072,"Nikolay Beliov, CFA",0.3817110463957701,male,BofA Global Research,"('CTXS', '2019 q2')",0.0
16626,NLOK,2019 q2,4510,0.6338888561206407,"Nikolay Beliov, CFA",0.4051525692037893,male,BofA Global Research,"('NLOK', '2019 q2')",0.0
16627,CTXS,2019 q2,4510,0.6270575092313072,"Mr. Jason N. Ader, CFA",0.3888962727492671,male,William Blair & Company,"('CTXS', '2019 q2')",0.0
16628,DXC,2019 q2,4510,0.7344025707359871,Mr. Rayna Kumar,0.6362245183484859,male,EVERCORE ISI,"('DXC', '2019 q2')",0.0
16629,WU,2019 q2,4510,0.5984113460734011,Mr. Rayna Kumar,0.3737346248231101,male,EVERCORE ISI,"('WU', '2019 q2')",0.0
16630,FIS,2019 q2,4510,0.5093740613188169,Mr. Christopher A. Jacobson,0.9293273384706146,male,Susquehanna Financial Group LLLP,"('FIS', '2019 q2')",0.020519474521279335
16631,FIS,2019 q2,4510,0.5093740613188169,Mr. Jeff Cantwell,0.2158569343445733,male,Guggenheim Securities LLC,"('FIS', '2019 q2')",0.0
16632,FISV,2019 q2,4510,0.6653103354921646,Mr. Jeff Cantwell,0.4375653651324064,male,Guggenheim Securities LLC,"('FISV', '2019 q2')",0.0
16633,GPN,2019 q2,4510,0.5526689001171872,Mr. Jeff Cantwell,0.1024586214187261,male,Guggenheim Securities LLC,"('GPN', '2019 q2')",0.0
16634,MA,2019 q2,4510,0.4569293769676322,Mr. Jeff Cantwell,0.0683885135101587,male,Guggenheim Securities LLC,"('MA', '2019 q2')",0.0
16635,WU,2019 q2,4510,0.5984113460734011,Mr. Jeff Cantwell,0.1808311194979283,male,Guggenheim Securities LLC,"('WU', '2019 q2')",0.0
16636,FIS,2019 q2,4510,0.5093740613188169,"Mr. Ramsey C. El-Assal, Ph.d",0.1526218546201379,male,Barclays,"('FIS', '2019 q2')",0.0
16637,FLT,2019 q2,4510,0.2685987431269043,"Mr. Ramsey C. El-Assal, Ph.d",0.2962719210525433,male,Barclays,"('FLT', '2019 q2')",0.0
16638,GPN,2019 q2,4510,0.5526689001171872,"Mr. Ramsey C. El-Assal, Ph.d",0.6669012109792398,male,Barclays,"('GPN', '2019 q2')",0.0
16639,PYPL,2019 q2,4510,0.4645771547499407,"Mr. Ramsey C. El-Assal, Ph.d",0.1951068562473062,male,Barclays,"('PYPL', '2019 q2')",0.0
16640,WU,2019 q2,4510,0.5984113460734011,"Mr. Ramsey C. El-Assal, Ph.d",0.5713615379787993,male,Barclays,"('WU', '2019 q2')",0.0
16641,FISV,2019 q2,4510,0.6653103354921646,Kartik Mehta,0.4366564388163736,male,Northcoast Research,"('FISV', '2019 q2')",0.026127053424715996
16642,JKHY,2019 q2,4510,0.7011420504276565,Kartik Mehta,0.5471021816430076,male,Northcoast Research,"('JKHY', '2019 q2')",0.03333333507180214
16643,WU,2019 q2,4510,0.5984113460734011,Kartik Mehta,0.150096912390146,male,Northcoast Research,"('WU', '2019 q2')",0.0
16644,FLT,2019 q2,4510,0.2685987431269043,Mr. Oscar Turner,0.1004870664097165,male,SunTrust Robinson Humphrey Capital Markets,"('FLT', '2019 q2')",0.0
16645,FLT,2019 q2,4510,0.2685987431269043,Mr. Robert P. Napoli,0.0896816114487163,male,William Blair & Company,"('FLT', '2019 q2')",0.0
16646,GPN,2019 q2,4510,0.5526689001171872,Mr. Robert P. Napoli,0.0994476253005695,male,William Blair & Company,"('GPN', '2019 q2')",0.0
16647,PYPL,2019 q2,4510,0.4645771547499407,Mr. Robert P. Napoli,0.0763229117943841,male,William Blair & Company,"('PYPL', '2019 q2')",0.0
16648,WU,2019 q2,4510,0.5984113460734011,Mr. Robert P. Napoli,0.1970629916956943,male,William Blair & Company,"('WU', '2019 q2')",0.0
16649,FLT,2019 q2,4510,0.2685987431269043,Mr. Ryan A. Cary,0.1833055654071428,male,BofA Global Research,"('FLT', '2019 q2')",0.0
16650,FLT,2019 q2,4510,0.2685987431269043,Mr. Mark Palmer,0.1390425308383512,male,BTIG,"('FLT', '2019 q2')",0.0
16651,PYPL,2019 q2,4510,0.4645771547499407,Mr. Mark Palmer,0.2234007793161802,male,BTIG,"('PYPL', '2019 q2')",0.0
16652,FTNT,2019 q2,4510,0.5851468322675455,Mark Cash,0.5126712662932171,male,"Morningstar, Inc.","('FTNT', '2019 q2')",0.0
16653,NLOK,2019 q2,4510,0.6338888561206407,Mark Cash,0.5816473600835087,male,"Morningstar, Inc.","('NLOK', '2019 q2')",0.0
16654,FTNT,2019 q2,4510,0.5851468322675455,Mr. Keith Snyder,0.5372062139308696,male,CFRA Equity Research,"('FTNT', '2019 q2')",0.0
16655,NLOK,2019 q2,4510,0.6338888561206407,Mr. Keith Snyder,0.6591229544231605,male,CFRA Equity Research,"('NLOK', '2019 q2')",0.0
16656,FTNT,2019 q2,4510,0.5851468322675455,"Mr. Gray W. Powell, CFA",0.8237801027911742,male,Deutsche Bank,"('FTNT', '2019 q2')",0.0
16657,FTNT,2019 q2,4510,0.5851468322675455,Mr. Tal Liani,0.3694349097034748,male,BofA Global Research,"('FTNT', '2019 q2')",0.0
16658,FTNT,2019 q2,4510,0.5851468322675455,Dan Bergstrom,0.2409195123824878,male,RBC Capital Markets,"('FTNT', '2019 q2')",0.011045288294553757
16659,FTNT,2019 q2,4510,0.5851468322675455,Shaul Eyal,0.1712940936263324,male,"Oppenheimer & Co., Inc.","('FTNT', '2019 q2')",0.015268289484083652
16660,NLOK,2019 q2,4510,0.6338888561206407,Shaul Eyal,0.2737420566194352,male,"Oppenheimer & Co., Inc.","('NLOK', '2019 q2')",0.0
16661,FTNT,2019 q2,4510,0.5851468322675455,Mr. Nicholas Yako,0.3782129230564647,male,Cowen and Company,"('FTNT', '2019 q2')",0.0
16662,NLOK,2019 q2,4510,0.6338888561206407,Mr. Nicholas Yako,0.4134685418871009,male,Cowen and Company,"('NLOK', '2019 q2')",0.0
16663,FTNT,2019 q2,4510,0.5851468322675455,Mr. Cornelio Ash,0.6015910878596012,male,William O'Neil + Co.,"('FTNT', '2019 q2')",0.03333333507180214
16664,FTNT,2019 q2,4510,0.5851468322675455,Ms. Catharine A. Trebnick,0.2042599813876863,female,Colliers Securities,"('FTNT', '2019 q2')",0.0
16665,GPN,2019 q2,4510,0.5526689001171872,Mr. Brett Horn,0.7417103604706412,male,"Morningstar, Inc.","('GPN', '2019 q2')",0.0
16666,MA,2019 q2,4510,0.4569293769676322,Mr. Brett Horn,0.6797132615270248,male,"Morningstar, Inc.","('MA', '2019 q2')",0.0
16667,PYPL,2019 q2,4510,0.4645771547499407,Mr. Brett Horn,0.5655577515426858,male,"Morningstar, Inc.","('PYPL', '2019 q2')",0.011111111690600714
16668,V,2019 q2,4510,0.5653767744663001,Mr. Brett Horn,0.6703781671548685,male,"Morningstar, Inc.","('V', '2019 q2')",0.0
16669,WU,2019 q2,4510,0.5984113460734011,Mr. Brett Horn,0.7908739417095741,male,"Morningstar, Inc.","('WU', '2019 q2')",0.01666666753590107
16670,GPN,2019 q2,4510,0.5526689001171872,Mr. Trevor Williams,0.2012417420942304,male,Jefferies,"('GPN', '2019 q2')",0.0
16671,IBM,2019 q2,4510,0.6024673222283119,Mr. Matthew N. Cabral,0.3083910607906803,male,Credit Suisse,"('IBM', '2019 q2')",0.0
16672,IBM,2019 q2,4510,0.6024673222283119,Wamsi Mohan,0.3527960850939624,male,BofA Global Research,"('IBM', '2019 q2')",0.0
16673,INTU,2019 q2,4510,0.6682712813740153,Mr. Ross S. MacMillan,0.373340986260449,male,RBC Capital Markets,"('INTU', '2019 q2')",0.016062276748319466
16674,MSFT,2019 q2,4510,0.5860729823717583,Mr. Ross S. MacMillan,0.2076394497369902,male,RBC Capital Markets,"('MSFT', '2019 q2')",0.0
16675,PAYC,2019 q2,4510,0.3885091798004321,Mr. Ross S. MacMillan,0.1562692754172179,male,RBC Capital Markets,"('PAYC', '2019 q2')",0.0
16676,INTU,2019 q2,4510,0.6682712813740153,Michael Turrin,0.902206680756765,male,Deutsche Bank,"('INTU', '2019 q2')",0.011111111690600714
16677,IT,2019 q2,4510,0.5309260502213815,Ms. Toni M. Kaplan,0.3087082756713711,female,Morgan Stanley,"('IT', '2019 q2')",0.0
16678,IT,2019 q2,4510,0.5309260502213815,"Mr. Gary E. Bisbee, CFA",0.3835494813506147,male,BofA Global Research,"('IT', '2019 q2')",0.01666666753590107
16679,IT,2019 q2,4510,0.5309260502213815,"Peter P. Appert, CFA",0.2711695315164403,male,Piper Sandler Companies,"('IT', '2019 q2')",0.0
16680,IT,2019 q2,4510,0.5309260502213815,Manav S. Patnaik,0.6257467883786577,male,Barclays,"('IT', '2019 q2')",0.037746552377939224
16681,MA,2019 q2,4510,0.4569293769676322,"Mr. Christopher R. Donat, CFA",0.1228819507297815,male,Sandler O'Neill & Partners,"('MA', '2019 q2')",0.0
16682,V,2019 q2,4510,0.5653767744663001,"Mr. Christopher R. Donat, CFA",0.2331704217611284,male,Sandler O'Neill & Partners,"('V', '2019 q2')",0.0
16683,MA,2019 q2,4510,0.4569293769676322,Mr. Moshe Orenbuch,0.139393849303425,male,Credit Suisse,"('MA', '2019 q2')",0.0
16684,V,2019 q2,4510,0.5653767744663001,Mr. Moshe Orenbuch,0.2283343981713546,male,Credit Suisse,"('V', '2019 q2')",0.0
16685,MSFT,2019 q2,4510,0.5860729823717583,Mr. John DiFucci,0.2843285189057224,male,Jefferies,"('MSFT', '2019 q2')",0.0
16686,NLOK,2019 q2,4510,0.6338888561206407,Mr. John DiFucci,0.2339909349409509,male,Jefferies,"('NLOK', '2019 q2')",0.0
16687,ORCL,2019 q2,4510,0.4837542180910856,Mr. John DiFucci,0.1733178135885853,male,Jefferies,"('ORCL', '2019 q2')",0.0
16688,NLOK,2019 q2,4510,0.6338888561206407,Mr. Jonathan F. Ho,0.1921410550765546,male,William Blair & Company,"('NLOK', '2019 q2')",0.026989279314875603
16689,NOW,2019 q2,4510,0.5045440165861833,Mr. Samad S. Samana,0.2497439522807536,male,Jefferies,"('NOW', '2019 q2')",0.0
16690,PAYC,2019 q2,4510,0.3885091798004321,Mr. Samad S. Samana,0.2833502426148781,male,Jefferies,"('PAYC', '2019 q2')",0.016979040578007698
16691,NOW,2019 q2,4510,0.5045440165861833,Mr. Jonathan Kees,0.1564545650365825,male,Summit Insights Group,"('NOW', '2019 q2')",0.0
16692,NOW,2019 q2,4510,0.5045440165861833,Mr. Joel P. Fishbein,0.6150562690755929,male,BTIG,"('NOW', '2019 q2')",0.03333333507180214
16693,NOW,2019 q2,4510,0.5045440165861833,Timothy E. Klasell,0.0963400246588509,male,Northland Securities,"('NOW', '2019 q2')",0.03560710698366165
16694,NOW,2019 q2,4510,0.5045440165861833,"Mr. Justin A. Furby, CFA",0.177908001222868,male,William Blair & Company,"('NOW', '2019 q2')",0.0
16695,ORCL,2019 q2,4510,0.4837542180910856,Mr. Stefan J. Slowinski,0.1578648033706998,male,Exane BNP Paribas,"('ORCL', '2019 q2')",0.013273325748741627
16696,ORCL,2019 q2,4510,0.4837542180910856,Mr. John Barrett,0.8060625820631665,male,"Morningstar, Inc.","('ORCL', '2019 q2')",0.01666666753590107
16697,PAYC,2019 q2,4510,0.3885091798004321,Mr. David E. Hynes Jr.,0.3227729380003709,male,Canaccord Genuity,"('PAYC', '2019 q2')",0.01944572851061821
16698,PAYC,2019 q2,4510,0.3885091798004321,Shankar Subramanian,0.3122855459798144,male,BofA Global Research,"('PAYC', '2019 q2')",0.0
16699,PYPL,2019 q2,4510,0.4645771547499407,Bradley A. Berning,0.0827584875830688,male,Craig Hallum,"('PYPL', '2019 q2')",0.0
16700,PYPL,2019 q2,4510,0.4645771547499407,"Mr. Michael Graham, CFA",0.1973909825266527,male,Canaccord Genuity,"('PYPL', '2019 q2')",0.0
16701,PYPL,2019 q2,4510,0.4645771547499407,Chris Kuiper,0.3793268508096465,male,CFRA Equity Research,"('PYPL', '2019 q2')",0.0
16702,V,2019 q2,4510,0.5653767744663001,Chris Kuiper,0.4514529436986227,male,CFRA Equity Research,"('V', '2019 q2')",0.0
16703,WU,2019 q2,4510,0.5984113460734011,Chris Kuiper,0.5890074446372531,male,CFRA Equity Research,"('WU', '2019 q2')",0.0
16704,PYPL,2019 q2,4510,0.4645771547499407,Tammy Qiu,0.1913801655497248,female,Berenberg,"('PYPL', '2019 q2')",0.0
16705,SNPS,2019 q2,4510,0.7162794485283159,"Mr. Sterling Auty, CFA",0.5439932555296483,male,JPMorgan,"('SNPS', '2019 q2')",0.0
16706,ACN,2019 q3,4510,0.6866893471372675,Mr. Bryan Keane,0.3358011512819634,male,Deutsche Bank,"('ACN', '2019 q3')",0.012405560351908207
16707,ADP,2019 q3,4510,0.6855478871264704,Mr. Bryan Keane,0.8623898334926039,male,Deutsche Bank,"('ADP', '2019 q3')",0.0
16708,CTSH,2019 q3,4510,0.706359028580554,Mr. Bryan Keane,0.8095160338520031,male,Deutsche Bank,"('CTSH', '2019 q3')",0.0
16709,DXC,2019 q3,4510,0.724412908696937,Mr. Bryan Keane,0.837262468208189,male,Deutsche Bank,"('DXC', '2019 q3')",0.0
16710,FIS,2019 q3,4510,0.5194837077199614,Mr. Bryan Keane,0.3301612912707269,male,Deutsche Bank,"('FIS', '2019 q3')",0.0
16711,FISV,2019 q3,4510,0.6600030038497493,Mr. Bryan Keane,0.6537344672063105,male,Deutsche Bank,"('FISV', '2019 q3')",0.0
16712,GPN,2019 q3,4510,0.59957751271221,Mr. Bryan Keane,0.795898925173158,male,Deutsche Bank,"('GPN', '2019 q3')",0.0
16713,MA,2019 q3,4510,0.5645402824112273,Mr. Bryan Keane,0.7946042009099048,male,Deutsche Bank,"('MA', '2019 q3')",0.0
16714,PYPL,2019 q3,4510,0.5062393831551815,Mr. Bryan Keane,0.1307167437152966,male,Deutsche Bank,"('PYPL', '2019 q3')",0.0
16715,V,2019 q3,4510,0.4175627199115237,Mr. Bryan Keane,0.2692301395127559,male,Deutsche Bank,"('V', '2019 q3')",0.0
16716,WU,2019 q3,4510,0.6497946634004172,Mr. Bryan Keane,0.8176538480507982,male,Deutsche Bank,"('WU', '2019 q3')",0.0
16717,ACN,2019 q3,4510,0.6866893471372675,"Mr Charles Brennan, CFA",0.5510093476571103,male,Credit Suisse,"('ACN', '2019 q3')",0.03442542999982834
16718,ACN,2019 q3,4510,0.6866893471372675,Brian Colello,0.529147470650559,male,"Morningstar, Inc.","('ACN', '2019 q3')",0.03333333507180214
16719,ACN,2019 q3,4510,0.6866893471372675,"Daniel R. Perlin, CFA",0.529147470650559,male,RBC Capital Markets,"('ACN', '2019 q3')",0.03333333507180214
16720,ADS,2019 q3,4510,0.6876608331573579,"Daniel R. Perlin, CFA",0.3297049252866766,male,RBC Capital Markets,"('ADS', '2019 q3')",0.0
16721,CTSH,2019 q3,4510,0.706359028580554,"Daniel R. Perlin, CFA",0.1802395990944794,male,RBC Capital Markets,"('CTSH', '2019 q3')",0.0
16722,DXC,2019 q3,4510,0.724412908696937,"Daniel R. Perlin, CFA",0.3217347726532512,male,RBC Capital Markets,"('DXC', '2019 q3')",0.0
16723,FIS,2019 q3,4510,0.5194837077199614,"Daniel R. Perlin, CFA",0.1968955422346589,male,RBC Capital Markets,"('FIS', '2019 q3')",0.0
16724,FISV,2019 q3,4510,0.6600030038497493,"Daniel R. Perlin, CFA",0.6688440417192003,male,RBC Capital Markets,"('FISV', '2019 q3')",0.03333333507180214
16725,GPN,2019 q3,4510,0.59957751271221,"Daniel R. Perlin, CFA",0.2164526488589699,male,RBC Capital Markets,"('GPN', '2019 q3')",0.007300802040845156
16726,JKHY,2019 q3,4510,0.5894812379091094,"Daniel R. Perlin, CFA",0.3073411929346545,male,RBC Capital Markets,"('JKHY', '2019 q3')",0.0
16727,MA,2019 q3,4510,0.5645402824112273,"Daniel R. Perlin, CFA",0.1408062297310833,male,RBC Capital Markets,"('MA', '2019 q3')",0.014583836775273085
16728,PYPL,2019 q3,4510,0.5062393831551815,"Daniel R. Perlin, CFA",0.1459165378913479,male,RBC Capital Markets,"('PYPL', '2019 q3')",0.0
16729,WU,2019 q3,4510,0.6497946634004172,"Daniel R. Perlin, CFA",0.6462106139834999,male,RBC Capital Markets,"('WU', '2019 q3')",0.03333333507180214
16730,ACN,2019 q3,4510,0.6866893471372675,David Holt,0.6951972067633728,male,CFRA Equity Research,"('ACN', '2019 q3')",0.0
16731,ADP,2019 q3,4510,0.6855478871264704,David Holt,0.5997349916525823,male,CFRA Equity Research,"('ADP', '2019 q3')",0.0
16732,ADS,2019 q3,4510,0.6876608331573579,David Holt,0.6560028326661789,male,CFRA Equity Research,"('ADS', '2019 q3')",0.0
16733,BR,2019 q3,4510,0.8511111151900542,David Holt,0.866434766766267,male,CFRA Equity Research,"('BR', '2019 q3')",0.0
16734,CTSH,2019 q3,4510,0.706359028580554,David Holt,0.7327119515421744,male,CFRA Equity Research,"('CTSH', '2019 q3')",0.005947844358161092
16735,DXC,2019 q3,4510,0.724412908696937,David Holt,0.7123822370575029,male,CFRA Equity Research,"('DXC', '2019 q3')",0.0
16736,FIS,2019 q3,4510,0.5194837077199614,David Holt,0.4625032366873837,male,CFRA Equity Research,"('FIS', '2019 q3')",0.0
16737,FISV,2019 q3,4510,0.6600030038497493,David Holt,0.4641486511559224,male,CFRA Equity Research,"('FISV', '2019 q3')",0.0
16738,FLT,2019 q3,4510,0.5987318475527337,David Holt,0.5274831716914922,male,CFRA Equity Research,"('FLT', '2019 q3')",0.0
16739,GPN,2019 q3,4510,0.59957751271221,David Holt,0.5175869248997159,male,CFRA Equity Research,"('GPN', '2019 q3')",0.0
16740,IBM,2019 q3,4510,0.5735581472431812,David Holt,0.6426567517385076,male,CFRA Equity Research,"('IBM', '2019 q3')",0.0
16741,IT,2019 q3,4510,0.5754044750126588,David Holt,0.7664643179462465,male,CFRA Equity Research,"('IT', '2019 q3')",0.0
16742,JKHY,2019 q3,4510,0.5894812379091094,David Holt,0.5933596851501362,male,CFRA Equity Research,"('JKHY', '2019 q3')",0.0
16743,PAYX,2019 q3,4510,0.5418363537899451,David Holt,0.5220496314311708,male,CFRA Equity Research,"('PAYX', '2019 q3')",0.0
16744,ACN,2019 q3,4510,0.6866893471372675,Acquisdata Research Team,0.7478719135118653,Not a person,Acquisdata,"('ACN', '2019 q3')",0.0
16745,ACN,2019 q3,4510,0.6866893471372675,Ms. Maggie Nolan,0.3087443029284645,female,William Blair & Company,"('ACN', '2019 q3')",0.0
16746,CTSH,2019 q3,4510,0.706359028580554,Ms. Maggie Nolan,0.2409290427520439,female,William Blair & Company,"('CTSH', '2019 q3')",0.0
16747,ACN,2019 q3,4510,0.6866893471372675,Ms. Akansha Agarwal,0.7021252436471334,female,Crispidea,"('ACN', '2019 q3')",0.0
16748,ADBE,2019 q3,4510,0.5589222227570663,Ms. Akansha Agarwal,0.5864287631304703,female,Crispidea,"('ADBE', '2019 q3')",0.0
16749,CTSH,2019 q3,4510,0.706359028580554,Ms. Akansha Agarwal,0.7249103031165824,female,Crispidea,"('CTSH', '2019 q3')",0.0
16750,IBM,2019 q3,4510,0.5735581472431812,Ms. Akansha Agarwal,0.4138519560125538,female,Crispidea,"('IBM', '2019 q3')",0.0
16751,NOW,2019 q3,4510,0.4119548048213283,Ms. Akansha Agarwal,0.608160270300559,female,Crispidea,"('NOW', '2019 q3')",0.0
16752,ORCL,2019 q3,4510,0.663973978916643,Ms. Akansha Agarwal,0.4710159999759267,female,Crispidea,"('ORCL', '2019 q3')",0.0
16753,ACN,2019 q3,4510,0.6866893471372675,"Mr. David M. Togut, CFA",0.3097074890172184,male,EVERCORE ISI,"('ACN', '2019 q3')",0.0
16754,ADP,2019 q3,4510,0.6855478871264704,"Mr. David M. Togut, CFA",0.4725263935760495,male,EVERCORE ISI,"('ADP', '2019 q3')",0.0
16755,BR,2019 q3,4510,0.8511111151900542,"Mr. David M. Togut, CFA",0.8742875869921792,male,EVERCORE ISI,"('BR', '2019 q3')",0.0
16756,CTSH,2019 q3,4510,0.706359028580554,"Mr. David M. Togut, CFA",0.2796829684572461,male,EVERCORE ISI,"('CTSH', '2019 q3')",0.0
16757,FIS,2019 q3,4510,0.5194837077199614,"Mr. David M. Togut, CFA",0.7273665097001978,male,EVERCORE ISI,"('FIS', '2019 q3')",0.0
16758,GPN,2019 q3,4510,0.59957751271221,"Mr. David M. Togut, CFA",0.2355343479023527,male,EVERCORE ISI,"('GPN', '2019 q3')",0.0
16759,JKHY,2019 q3,4510,0.5894812379091094,"Mr. David M. Togut, CFA",0.7391513746159349,male,EVERCORE ISI,"('JKHY', '2019 q3')",0.03333333507180214
16760,MA,2019 q3,4510,0.5645402824112273,"Mr. David M. Togut, CFA",0.1736958944283807,male,EVERCORE ISI,"('MA', '2019 q3')",0.0
16761,PYPL,2019 q3,4510,0.5062393831551815,"Mr. David M. Togut, CFA",0.382868869348995,male,EVERCORE ISI,"('PYPL', '2019 q3')",0.0
16762,ACN,2019 q3,4510,0.6866893471372675,Mr. Bryan Bergin,0.3250533233090618,male,Cowen and Company,"('ACN', '2019 q3')",0.0
16763,ADP,2019 q3,4510,0.6855478871264704,Mr. Bryan Bergin,0.3944958228907098,male,Cowen and Company,"('ADP', '2019 q3')",0.0
16764,PAYX,2019 q3,4510,0.5418363537899451,Mr. Bryan Bergin,0.4026119302992262,male,Cowen and Company,"('PAYX', '2019 q3')",0.0
16765,ACN,2019 q3,4510,0.6866893471372675,"Mr. Ramsey C. El-Assal, Ph.d",0.6117619436456175,male,Barclays,"('ACN', '2019 q3')",0.0
16766,ADP,2019 q3,4510,0.6855478871264704,"Mr. Ramsey C. El-Assal, Ph.d",0.457487176250724,male,Barclays,"('ADP', '2019 q3')",0.0
16767,ADS,2019 q3,4510,0.6876608331573579,"Mr. Ramsey C. El-Assal, Ph.d",0.827942342962435,male,Barclays,"('ADS', '2019 q3')",0.0
16768,FISV,2019 q3,4510,0.6600030038497493,"Mr. Ramsey C. El-Assal, Ph.d",0.5198026180571785,male,Barclays,"('FISV', '2019 q3')",0.0
16769,FLT,2019 q3,4510,0.5987318475527337,"Mr. Ramsey C. El-Assal, Ph.d",0.3184003940470182,male,Barclays,"('FLT', '2019 q3')",0.0
16770,GPN,2019 q3,4510,0.59957751271221,"Mr. Ramsey C. El-Assal, Ph.d",0.7512320608394345,male,Barclays,"('GPN', '2019 q3')",0.0
16771,PYPL,2019 q3,4510,0.5062393831551815,"Mr. Ramsey C. El-Assal, Ph.d",0.1989730664957672,male,Barclays,"('PYPL', '2019 q3')",0.0
16772,WU,2019 q3,4510,0.6497946634004172,"Mr. Ramsey C. El-Assal, Ph.d",0.7579193185123452,male,Barclays,"('WU', '2019 q3')",0.0
16773,ACN,2019 q3,4510,0.6866893471372675,Mr. James E. Friedman,0.9025313237822944,male,Susquehanna Financial Group LLLP,"('ACN', '2019 q3')",0.0
16774,ADS,2019 q3,4510,0.6876608331573579,Mr. James E. Friedman,0.7681521459572712,male,Susquehanna Financial Group LLLP,"('ADS', '2019 q3')",0.0
16775,CTSH,2019 q3,4510,0.706359028580554,Mr. James E. Friedman,0.9415268779366464,male,Susquehanna Financial Group LLLP,"('CTSH', '2019 q3')",0.0
16776,DXC,2019 q3,4510,0.724412908696937,Mr. James E. Friedman,0.8394587398139725,male,Susquehanna Financial Group LLLP,"('DXC', '2019 q3')",0.0
16777,FIS,2019 q3,4510,0.5194837077199614,Mr. James E. Friedman,0.6264523082211918,male,Susquehanna Financial Group LLLP,"('FIS', '2019 q3')",0.0
16778,FISV,2019 q3,4510,0.6600030038497493,Mr. James E. Friedman,0.7873442497309882,male,Susquehanna Financial Group LLLP,"('FISV', '2019 q3')",0.0
16779,GPN,2019 q3,4510,0.59957751271221,Mr. James E. Friedman,0.696050584731503,male,Susquehanna Financial Group LLLP,"('GPN', '2019 q3')",0.0
16780,MA,2019 q3,4510,0.5645402824112273,Mr. James E. Friedman,0.8825371913453472,male,Susquehanna Financial Group LLLP,"('MA', '2019 q3')",0.0
16781,PYPL,2019 q3,4510,0.5062393831551815,Mr. James E. Friedman,0.617648610319417,male,Susquehanna Financial Group LLLP,"('PYPL', '2019 q3')",0.03333333507180214
16782,V,2019 q3,4510,0.4175627199115237,Mr. James E. Friedman,0.4023800367852836,male,Susquehanna Financial Group LLLP,"('V', '2019 q3')",0.0
16783,WU,2019 q3,4510,0.6497946634004172,Mr. James E. Friedman,0.7713038436177636,male,Susquehanna Financial Group LLLP,"('WU', '2019 q3')",0.0
16784,ACN,2019 q3,4510,0.6866893471372675,"Edward S. Caso, Jr",0.2892341644772324,male,"Wells Fargo Securities, LLC","('ACN', '2019 q3')",0.0
16785,DXC,2019 q3,4510,0.724412908696937,"Edward S. Caso, Jr",0.3119866278921878,male,"Wells Fargo Securities, LLC","('DXC', '2019 q3')",0.0
16786,IBM,2019 q3,4510,0.5735581472431812,"Edward S. Caso, Jr",0.1823222824662029,male,"Wells Fargo Securities, LLC","('IBM', '2019 q3')",0.01666666753590107
16787,ACN,2019 q3,4510,0.6866893471372675,Mr. Darrin D. Peller,0.3879896338780704,male,Wolfe Research,"('ACN', '2019 q3')",0.0
16788,CTSH,2019 q3,4510,0.706359028580554,Mr. Darrin D. Peller,0.2834070604262712,male,Wolfe Research,"('CTSH', '2019 q3')",0.0
16789,DXC,2019 q3,4510,0.724412908696937,Mr. Darrin D. Peller,0.3786984725582046,male,Wolfe Research,"('DXC', '2019 q3')",0.0
16790,FIS,2019 q3,4510,0.5194837077199614,Mr. Darrin D. Peller,0.0837977589182001,male,Wolfe Research,"('FIS', '2019 q3')",0.0
16791,FISV,2019 q3,4510,0.6600030038497493,Mr. Darrin D. Peller,0.2689137554642018,male,Wolfe Research,"('FISV', '2019 q3')",0.0
16792,FLT,2019 q3,4510,0.5987318475527337,Mr. Darrin D. Peller,0.2000121318999961,male,Wolfe Research,"('FLT', '2019 q3')",0.0
16793,GPN,2019 q3,4510,0.59957751271221,Mr. Darrin D. Peller,0.191716014485527,male,Wolfe Research,"('GPN', '2019 q3')",0.0
16794,PYPL,2019 q3,4510,0.5062393831551815,Mr. Darrin D. Peller,0.1280779591206372,male,Wolfe Research,"('PYPL', '2019 q3')",0.0
16795,V,2019 q3,4510,0.4175627199115237,Mr. Darrin D. Peller,0.0974099354610352,male,Wolfe Research,"('V', '2019 q3')",0.0
16796,WU,2019 q3,4510,0.6497946634004172,Mr. Darrin D. Peller,0.201655346079715,male,Wolfe Research,"('WU', '2019 q3')",0.0
16797,ADBE,2019 q3,4510,0.5589222227570663,Mr. Alex Zukin,0.2931329931435218,male,RBC Capital Markets,"('ADBE', '2019 q3')",0.020922268740832806
16798,ORCL,2019 q3,4510,0.663973978916643,Mr. Alex Zukin,0.2462641148764095,male,RBC Capital Markets,"('ORCL', '2019 q3')",0.0
16799,ADBE,2019 q3,4510,0.5589222227570663,"Richard Davis, CFA",0.365800138386265,male,Canaccord Genuity,"('ADBE', '2019 q3')",0.0
16800,ADSK,2019 q3,4510,0.4933666460261583,"Richard Davis, CFA",0.4137865190266055,male,Canaccord Genuity,"('ADSK', '2019 q3')",0.04310010001063347
16801,CRM,2019 q3,4510,0.511730544400895,"Richard Davis, CFA",0.2974613289227106,male,Canaccord Genuity,"('CRM', '2019 q3')",0.0
16802,MSFT,2019 q3,4510,0.5751565931200101,"Richard Davis, CFA",0.2699011768761881,male,Canaccord Genuity,"('MSFT', '2019 q3')",0.0
16803,NOW,2019 q3,4510,0.4119548048213283,"Richard Davis, CFA",0.7067861807106585,male,Canaccord Genuity,"('NOW', '2019 q3')",0.03333333507180214
16804,ADBE,2019 q3,4510,0.5589222227570663,Mr. Brian J. Schwartz,0.1831482026028466,male,"Oppenheimer & Co., Inc.","('ADBE', '2019 q3')",0.0
16805,ADSK,2019 q3,4510,0.4933666460261583,Mr. Brian J. Schwartz,0.2069124563962277,male,"Oppenheimer & Co., Inc.","('ADSK', '2019 q3')",0.0
16806,CRM,2019 q3,4510,0.511730544400895,Mr. Brian J. Schwartz,0.1269992549561298,male,"Oppenheimer & Co., Inc.","('CRM', '2019 q3')",0.0
16807,NOW,2019 q3,4510,0.4119548048213283,Mr. Brian J. Schwartz,0.1004491362336787,male,"Oppenheimer & Co., Inc.","('NOW', '2019 q3')",0.0
16808,ORCL,2019 q3,4510,0.663973978916643,Mr. Brian J. Schwartz,0.2402201941263211,male,"Oppenheimer & Co., Inc.","('ORCL', '2019 q3')",0.0
16809,PAYC,2019 q3,4510,0.4815339006562067,Mr. Brian J. Schwartz,0.1656513558446278,male,"Oppenheimer & Co., Inc.","('PAYC', '2019 q3')",0.0
16810,ADBE,2019 q3,4510,0.5589222227570663,Mr. Patrick D. Walravens,0.2453462091869377,male,JMP Securities,"('ADBE', '2019 q3')",0.012767775915563107
16811,CRM,2019 q3,4510,0.511730544400895,Mr. Patrick D. Walravens,0.1669551572968289,male,JMP Securities,"('CRM', '2019 q3')",0.0
16812,NOW,2019 q3,4510,0.4119548048213283,Mr. Patrick D. Walravens,0.0650227831478924,male,JMP Securities,"('NOW', '2019 q3')",0.0
16813,ADBE,2019 q3,4510,0.5589222227570663,Mr. Brent J. Thill,0.2428030207247939,male,Jefferies,"('ADBE', '2019 q3')",0.0
16814,ADBE,2019 q3,4510,0.5589222227570663,"Mr. Daniel Romanoff, CPA",0.8042555898139035,male,"Morningstar, Inc.","('ADBE', '2019 q3')",0.0
16815,ADBE,2019 q3,4510,0.5589222227570663,Mr. J. Derrick Wood,0.2151923355590839,male,Cowen and Company,"('ADBE', '2019 q3')",0.0
16816,CRM,2019 q3,4510,0.511730544400895,Mr. J. Derrick Wood,0.2010018690925168,male,Cowen and Company,"('CRM', '2019 q3')",0.0
16817,NOW,2019 q3,4510,0.4119548048213283,Mr. J. Derrick Wood,0.1376156654492798,male,Cowen and Company,"('NOW', '2019 q3')",0.0
16818,ORCL,2019 q3,4510,0.663973978916643,Mr. J. Derrick Wood,0.242463561467459,male,Cowen and Company,"('ORCL', '2019 q3')",0.0
16819,ADBE,2019 q3,4510,0.5589222227570663,John Freeman,0.7383040849930744,male,CFRA Equity Research,"('ADBE', '2019 q3')",0.0
16820,ADSK,2019 q3,4510,0.4933666460261583,John Freeman,0.7527953258843618,male,CFRA Equity Research,"('ADSK', '2019 q3')",0.0
16821,AKAM,2019 q3,4510,0.6018039111722188,John Freeman,0.7788864822161258,male,CFRA Equity Research,"('AKAM', '2019 q3')",0.0
16822,CRM,2019 q3,4510,0.511730544400895,John Freeman,0.7258989382093096,male,CFRA Equity Research,"('CRM', '2019 q3')",0.0
16823,CTXS,2019 q3,4510,0.7171964138560862,John Freeman,0.6939774678217737,male,CFRA Equity Research,"('CTXS', '2019 q3')",0.0
16824,INTU,2019 q3,4510,0.6493719084345835,John Freeman,0.8969239696935926,male,CFRA Equity Research,"('INTU', '2019 q3')",0.0
16825,MSFT,2019 q3,4510,0.5751565931200101,John Freeman,0.7525988309966678,male,CFRA Equity Research,"('MSFT', '2019 q3')",0.0
16826,NOW,2019 q3,4510,0.4119548048213283,John Freeman,0.6052758027473427,male,CFRA Equity Research,"('NOW', '2019 q3')",0.0
16827,ORCL,2019 q3,4510,0.663973978916643,John Freeman,0.3683069312035456,male,CFRA Equity Research,"('ORCL', '2019 q3')",0.012777583906427026
16828,SNPS,2019 q3,4510,0.7156486278066259,John Freeman,0.7184154216364903,male,CFRA Equity Research,"('SNPS', '2019 q3')",0.0
16829,VRSN,2019 q3,4510,0.9467772869239413,John Freeman,0.9467772869239413,male,CFRA Equity Research,"('VRSN', '2019 q3')",0.0
16830,ADBE,2019 q3,4510,0.5589222227570663,"Mr. Saket Kalia, CFA, CFA",0.2207070871614545,male,Barclays,"('ADBE', '2019 q3')",0.0
16831,ADSK,2019 q3,4510,0.4933666460261583,"Mr. Saket Kalia, CFA, CFA",0.2933447711386039,male,Barclays,"('ADSK', '2019 q3')",0.0
16832,FTNT,2019 q3,4510,0.5107180428062843,"Mr. Saket Kalia, CFA, CFA",0.1771512538057107,male,Barclays,"('FTNT', '2019 q3')",0.0
16833,ADBE,2019 q3,4510,0.5589222227570663,"Keith E. Weiss, CFA",0.6498054153142196,male,Morgan Stanley,"('ADBE', '2019 q3')",0.03333333507180214
16834,ADSK,2019 q3,4510,0.4933666460261583,"Keith E. Weiss, CFA",0.3058564289102609,male,Morgan Stanley,"('ADSK', '2019 q3')",0.0
16835,AKAM,2019 q3,4510,0.6018039111722188,"Keith E. Weiss, CFA",0.3959952299940159,male,Morgan Stanley,"('AKAM', '2019 q3')",0.0
16836,CRM,2019 q3,4510,0.511730544400895,"Keith E. Weiss, CFA",0.1273248355148403,male,Morgan Stanley,"('CRM', '2019 q3')",0.01666666753590107
16837,CTXS,2019 q3,4510,0.7171964138560862,"Keith E. Weiss, CFA",0.3990631136631707,male,Morgan Stanley,"('CTXS', '2019 q3')",0.0
16838,INTU,2019 q3,4510,0.6493719084345835,"Keith E. Weiss, CFA",0.2027734542321579,male,Morgan Stanley,"('INTU', '2019 q3')",0.0
16839,MSFT,2019 q3,4510,0.5751565931200101,"Keith E. Weiss, CFA",0.2847813705697999,male,Morgan Stanley,"('MSFT', '2019 q3')",0.01666666753590107
16840,NLOK,2019 q3,4510,0.7135574781379845,"Keith E. Weiss, CFA",0.5035866843993171,male,Morgan Stanley,"('NLOK', '2019 q3')",0.03333333507180214
16841,NOW,2019 q3,4510,0.4119548048213283,"Keith E. Weiss, CFA",0.0812112361944547,male,Morgan Stanley,"('NOW', '2019 q3')",0.01666666753590107
16842,ORCL,2019 q3,4510,0.663973978916643,"Keith E. Weiss, CFA",0.2143595744254653,male,Morgan Stanley,"('ORCL', '2019 q3')",0.0
16843,ADBE,2019 q3,4510,0.5589222227570663,Mr. Brad A. Zelnick,0.2733564299612845,male,Credit Suisse,"('ADBE', '2019 q3')",0.0
16844,ADSK,2019 q3,4510,0.4933666460261583,Mr. Brad A. Zelnick,0.3319410136074106,male,Credit Suisse,"('ADSK', '2019 q3')",0.0
16845,AKAM,2019 q3,4510,0.6018039111722188,Mr. Brad A. Zelnick,0.3171404468292511,male,Credit Suisse,"('AKAM', '2019 q3')",0.0
16846,CRM,2019 q3,4510,0.511730544400895,Mr. Brad A. Zelnick,0.3034523277358034,male,Credit Suisse,"('CRM', '2019 q3')",0.0
16847,FTNT,2019 q3,4510,0.5107180428062843,Mr. Brad A. Zelnick,0.2424713711562024,male,Credit Suisse,"('FTNT', '2019 q3')",0.0
16848,INTU,2019 q3,4510,0.6493719084345835,Mr. Brad A. Zelnick,0.3951601815764993,male,Credit Suisse,"('INTU', '2019 q3')",0.0
16849,MSFT,2019 q3,4510,0.5751565931200101,Mr. Brad A. Zelnick,0.2936755971773913,male,Credit Suisse,"('MSFT', '2019 q3')",0.0
16850,NLOK,2019 q3,4510,0.7135574781379845,Mr. Brad A. Zelnick,0.5042464585598335,male,Credit Suisse,"('NLOK', '2019 q3')",0.0
16851,NOW,2019 q3,4510,0.4119548048213283,Mr. Brad A. Zelnick,0.2029954835314805,male,Credit Suisse,"('NOW', '2019 q3')",0.0
16852,PAYC,2019 q3,4510,0.4815339006562067,Mr. Brad A. Zelnick,0.4424788983751388,male,Credit Suisse,"('PAYC', '2019 q3')",0.0
16853,ADP,2019 q3,4510,0.6855478871264704,Kevin D. McVeigh,0.7077912660642818,male,Credit Suisse,"('ADP', '2019 q3')",0.008249723352491856
16854,ADP,2019 q3,4510,0.6855478871264704,Mr. Samad S. Samana,0.2806223989368647,male,Jefferies,"('ADP', '2019 q3')",0.0
16855,NOW,2019 q3,4510,0.4119548048213283,Mr. Samad S. Samana,0.1596380599783718,male,Jefferies,"('NOW', '2019 q3')",0.0
16856,PAYC,2019 q3,4510,0.4815339006562067,Mr. Samad S. Samana,0.2802157716220978,male,Jefferies,"('PAYC', '2019 q3')",0.023275846615433693
16857,ADP,2019 q3,4510,0.6855478871264704,Colin Plunkett,0.769639517571298,male,"Morningstar, Inc.","('ADP', '2019 q3')",0.0
16858,ADS,2019 q3,4510,0.6876608331573579,Colin Plunkett,0.6584391954556057,male,"Morningstar, Inc.","('ADS', '2019 q3')",0.0
16859,FIS,2019 q3,4510,0.5194837077199614,Colin Plunkett,0.6557924842263347,male,"Morningstar, Inc.","('FIS', '2019 q3')",0.0
16860,FISV,2019 q3,4510,0.6600030038497493,Colin Plunkett,0.6411610392632956,male,"Morningstar, Inc.","('FISV', '2019 q3')",0.0
16861,JKHY,2019 q3,4510,0.5894812379091094,Colin Plunkett,0.725594671582586,male,"Morningstar, Inc.","('JKHY', '2019 q3')",0.01666666753590107
16862,PAYX,2019 q3,4510,0.5418363537899451,Colin Plunkett,0.6159172856292777,male,"Morningstar, Inc.","('PAYX', '2019 q3')",0.0
16863,ADP,2019 q3,4510,0.6855478871264704,SADIF Research,0.9540553519717136,Not a person,Sadif Analytics Prime,"('ADP', '2019 q3')",0.9399985671043396
16864,AKAM,2019 q3,4510,0.6018039111722188,SADIF Research,0.9839548770718304,Not a person,Sadif Analytics Prime,"('AKAM', '2019 q3')",0.9731205105781555
16865,CTSH,2019 q3,4510,0.706359028580554,SADIF Research,0.975253296676395,Not a person,Sadif Analytics Prime,"('CTSH', '2019 q3')",0.9318711757659912
16866,FLT,2019 q3,4510,0.5987318475527337,SADIF Research,0.9929256380156436,Not a person,Sadif Analytics Prime,"('FLT', '2019 q3')",0.974189043045044
16867,IBM,2019 q3,4510,0.5735581472431812,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('IBM', '2019 q3')",0.9668799042701721
16868,ORCL,2019 q3,4510,0.663973978916643,SADIF Research,0.946836113556104,Not a person,Sadif Analytics Prime,"('ORCL', '2019 q3')",0.9294977188110352
16869,PYPL,2019 q3,4510,0.5062393831551815,SADIF Research,0.9709644139609608,Not a person,Sadif Analytics Prime,"('PYPL', '2019 q3')",0.9665136337280273
16870,WU,2019 q3,4510,0.6497946634004172,SADIF Research,0.9864275191884057,Not a person,Sadif Analytics Prime,"('WU', '2019 q3')",0.9699351191520691
16871,ADP,2019 q3,4510,0.6855478871264704,Kartik Mehta,0.4726044524735067,male,Northcoast Research,"('ADP', '2019 q3')",0.0
16872,FIS,2019 q3,4510,0.5194837077199614,Kartik Mehta,0.6942843981108986,male,Northcoast Research,"('FIS', '2019 q3')",0.03333333507180214
16873,FISV,2019 q3,4510,0.6600030038497493,Kartik Mehta,0.4717534549264927,male,Northcoast Research,"('FISV', '2019 q3')",0.0
16874,JKHY,2019 q3,4510,0.5894812379091094,Kartik Mehta,0.2851304814210689,male,Northcoast Research,"('JKHY', '2019 q3')",0.0
16875,ADP,2019 q3,4510,0.6855478871264704,Mr. Nandan G. Amladi,0.2760970306696362,male,Guggenheim Securities LLC,"('ADP', '2019 q3')",0.019586646929383278
16876,PAYC,2019 q3,4510,0.4815339006562067,Mr. Nandan G. Amladi,0.2934377704275724,male,Guggenheim Securities LLC,"('PAYC', '2019 q3')",0.04853559844195843
16877,ADP,2019 q3,4510,0.6855478871264704,Moshe Katri,0.3723833149852187,male,Wedbush Securities Inc.,"('ADP', '2019 q3')",0.0
16878,ADP,2019 q3,4510,0.6855478871264704,Mr. Steven Wald,0.2187533200565135,male,Morgan Stanley,"('ADP', '2019 q3')",0.0
16879,ADP,2019 q3,4510,0.6855478871264704,Mr. Jason Kupferberg,0.3601636675034795,male,BofA Global Research,"('ADP', '2019 q3')",0.04062730446457863
16880,DXC,2019 q3,4510,0.724412908696937,Mr. Jason Kupferberg,0.4537800997934739,male,BofA Global Research,"('DXC', '2019 q3')",0.0
16881,FIS,2019 q3,4510,0.5194837077199614,Mr. Jason Kupferberg,0.3045113843880583,male,BofA Global Research,"('FIS', '2019 q3')",0.0
16882,GPN,2019 q3,4510,0.59957751271221,Mr. Jason Kupferberg,0.7210930876362057,male,BofA Global Research,"('GPN', '2019 q3')",0.01403411291539669
16883,PYPL,2019 q3,4510,0.5062393831551815,Mr. Jason Kupferberg,0.0980283204874606,male,BofA Global Research,"('PYPL', '2019 q3')",0.0
16884,ADS,2019 q3,4510,0.6876608331573579,"Andrew W. Jeffrey, CFA",0.275358186107363,male,SunTrust Robinson Humphrey Capital Markets,"('ADS', '2019 q3')",0.0
16885,FIS,2019 q3,4510,0.5194837077199614,"Andrew W. Jeffrey, CFA",0.0999411033370083,male,SunTrust Robinson Humphrey Capital Markets,"('FIS', '2019 q3')",0.0
16886,GPN,2019 q3,4510,0.59957751271221,"Andrew W. Jeffrey, CFA",0.2603441618975277,male,SunTrust Robinson Humphrey Capital Markets,"('GPN', '2019 q3')",0.0
16887,MA,2019 q3,4510,0.5645402824112273,"Andrew W. Jeffrey, CFA",0.2601334188368882,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2019 q3')",0.0
16888,WU,2019 q3,4510,0.6497946634004172,"Andrew W. Jeffrey, CFA",0.3014635604091619,male,SunTrust Robinson Humphrey Capital Markets,"('WU', '2019 q3')",0.0
16889,ADS,2019 q3,4510,0.6876608331573579,Mr. Ashish Sabadra,0.8759586539705925,male,Deutsche Bank,"('ADS', '2019 q3')",0.0
16890,FLT,2019 q3,4510,0.5987318475527337,Mr. Ashish Sabadra,0.7835351409840985,male,Deutsche Bank,"('FLT', '2019 q3')",0.0
16891,ADS,2019 q3,4510,0.6876608331573579,David M. Scharf,0.4947308884159379,male,JMP Securities,"('ADS', '2019 q3')",0.010181136429309845
16892,WU,2019 q3,4510,0.6497946634004172,David M. Scharf,0.2945827768168434,male,JMP Securities,"('WU', '2019 q3')",0.0
16893,ADS,2019 q3,4510,0.6876608331573579,"Mr. Vincent A. Caintic, CFA",0.4629571292249224,male,Stephens Inc.,"('ADS', '2019 q3')",0.0
16894,ADS,2019 q3,4510,0.6876608331573579,Mr. Timothy W. Willi,0.329563222211516,male,"Wells Fargo Securities, LLC","('ADS', '2019 q3')",0.0
16895,FIS,2019 q3,4510,0.5194837077199614,Mr. Timothy W. Willi,0.1032132222480627,male,"Wells Fargo Securities, LLC","('FIS', '2019 q3')",0.0
16896,GPN,2019 q3,4510,0.59957751271221,Mr. Timothy W. Willi,0.1818219921058131,male,"Wells Fargo Securities, LLC","('GPN', '2019 q3')",0.0
16897,JKHY,2019 q3,4510,0.5894812379091094,Mr. Timothy W. Willi,0.3742138955235745,male,"Wells Fargo Securities, LLC","('JKHY', '2019 q3')",0.01666666753590107
16898,PYPL,2019 q3,4510,0.5062393831551815,Mr. Timothy W. Willi,0.1372753478864647,male,"Wells Fargo Securities, LLC","('PYPL', '2019 q3')",0.012861658819019794
16899,WU,2019 q3,4510,0.6497946634004172,Mr. Timothy W. Willi,0.2956699778262467,male,"Wells Fargo Securities, LLC","('WU', '2019 q3')",0.0
16900,ADS,2019 q3,4510,0.6876608331573579,Mr. Georgios Mihalos,0.4920512518478377,male,Cowen and Company,"('ADS', '2019 q3')",0.0
16901,FIS,2019 q3,4510,0.5194837077199614,Mr. Georgios Mihalos,0.3509295627934668,male,Cowen and Company,"('FIS', '2019 q3')",0.0
16902,FISV,2019 q3,4510,0.6600030038497493,Mr. Georgios Mihalos,0.736488831622247,male,Cowen and Company,"('FISV', '2019 q3')",0.0
16903,GPN,2019 q3,4510,0.59957751271221,Mr. Georgios Mihalos,0.7185356551035708,male,Cowen and Company,"('GPN', '2019 q3')",0.0
16904,MA,2019 q3,4510,0.5645402824112273,Mr. Georgios Mihalos,0.5438735494228397,male,Cowen and Company,"('MA', '2019 q3')",0.0
16905,ADS,2019 q3,4510,0.6876608331573579,"Mr. Jason S. Deleeuw, CFA",0.2784574164882894,male,Piper Sandler Companies,"('ADS', '2019 q3')",0.0
16906,GPN,2019 q3,4510,0.59957751271221,"Mr. Jason S. Deleeuw, CFA",0.1356202022323081,male,Piper Sandler Companies,"('GPN', '2019 q3')",0.0
16907,MA,2019 q3,4510,0.5645402824112273,"Mr. Jason S. Deleeuw, CFA",0.1562021681534425,male,Piper Sandler Companies,"('MA', '2019 q3')",0.0
16908,PYPL,2019 q3,4510,0.5062393831551815,"Mr. Jason S. Deleeuw, CFA",0.2216236869119767,male,Piper Sandler Companies,"('PYPL', '2019 q3')",0.0
16909,V,2019 q3,4510,0.4175627199115237,"Mr. Jason S. Deleeuw, CFA",0.1916315911682043,male,Piper Sandler Companies,"('V', '2019 q3')",0.0
16910,ADS,2019 q3,4510,0.6876608331573579,"Mr. John D. Kernan, CFA",0.4956774044819019,male,Cowen and Company,"('ADS', '2019 q3')",0.0
16911,ADS,2019 q3,4510,0.6876608331573579,Mr. Robert P. Napoli,0.2976382064353878,male,William Blair & Company,"('ADS', '2019 q3')",0.0
16912,FLT,2019 q3,4510,0.5987318475527337,Mr. Robert P. Napoli,0.201022144557054,male,William Blair & Company,"('FLT', '2019 q3')",0.0
16913,GPN,2019 q3,4510,0.59957751271221,Mr. Robert P. Napoli,0.1331335266382438,male,William Blair & Company,"('GPN', '2019 q3')",0.0
16914,PYPL,2019 q3,4510,0.5062393831551815,Mr. Robert P. Napoli,0.1184230063063277,male,William Blair & Company,"('PYPL', '2019 q3')",0.0
16915,V,2019 q3,4510,0.4175627199115237,Mr. Robert P. Napoli,0.2136428303194709,male,William Blair & Company,"('V', '2019 q3')",0.0
16916,WU,2019 q3,4510,0.6497946634004172,Mr. Robert P. Napoli,0.1902145452284498,male,William Blair & Company,"('WU', '2019 q3')",0.0
16917,ADSK,2019 q3,4510,0.4933666460261583,"Kenneth Wong, CFA",0.1418113611745007,male,Guggenheim Securities LLC,"('ADSK', '2019 q3')",0.0
16918,INTU,2019 q3,4510,0.6493719084345835,"Kenneth Wong, CFA",0.2216011726965481,male,Guggenheim Securities LLC,"('INTU', '2019 q3')",0.0
16919,ADSK,2019 q3,4510,0.4933666460261583,Gal Munda,0.106707857756798,male,Berenberg,"('ADSK', '2019 q3')",0.0
16920,CDNS,2019 q3,4510,0.3464009819969365,Gal Munda,0.3701503643487,male,Berenberg,"('CDNS', '2019 q3')",0.0
16921,SNPS,2019 q3,4510,0.7156486278066259,Gal Munda,0.5109562040936672,male,Berenberg,"('SNPS', '2019 q3')",0.0
16922,ADSK,2019 q3,4510,0.4933666460261583,Mr. Andrew Lange,0.8903105635947276,male,"Morningstar, Inc.","('ADSK', '2019 q3')",0.0
16923,CTSH,2019 q3,4510,0.706359028580554,Mr. Andrew Lange,0.8447944993576801,male,"Morningstar, Inc.","('CTSH', '2019 q3')",0.0
16924,DXC,2019 q3,4510,0.724412908696937,Mr. Andrew Lange,0.8240826678747134,male,"Morningstar, Inc.","('DXC', '2019 q3')",0.0
16925,IBM,2019 q3,4510,0.5735581472431812,Mr. Andrew Lange,0.54078731486268,male,"Morningstar, Inc.","('IBM', '2019 q3')",0.014194540213793516
16926,INTU,2019 q3,4510,0.6493719084345835,Mr. Andrew Lange,0.8922275926069531,male,"Morningstar, Inc.","('INTU', '2019 q3')",0.0
16927,SNPS,2019 q3,4510,0.7156486278066259,Mr. Andrew Lange,0.8259659885189297,male,"Morningstar, Inc.","('SNPS', '2019 q3')",0.0
16928,ADSK,2019 q3,4510,0.4933666460261583,Mr. Alex Tout,0.2875964255465073,male,Deutsche Bank,"('ADSK', '2019 q3')",0.0
16929,ADSK,2019 q3,4510,0.4933666460261583,Ken Talanian,0.1870941694170635,male,EVERCORE ISI,"('ADSK', '2019 q3')",0.01991339586675167
16930,FTNT,2019 q3,4510,0.5107180428062843,Ken Talanian,0.305002238290204,male,EVERCORE ISI,"('FTNT', '2019 q3')",0.0
16931,NLOK,2019 q3,4510,0.7135574781379845,Ken Talanian,0.5035866843993171,male,EVERCORE ISI,"('NLOK', '2019 q3')",0.03333333507180214
16932,ADSK,2019 q3,4510,0.4933666460261583,Mr. Steve R. Koenig,0.2017276397787307,male,Wedbush Securities Inc.,"('ADSK', '2019 q3')",0.0
16933,CRM,2019 q3,4510,0.511730544400895,Mr. Steve R. Koenig,0.2152210393033437,male,Wedbush Securities Inc.,"('CRM', '2019 q3')",0.0
16934,AKAM,2019 q3,4510,0.6018039111722188,Greg P Miller,0.1797366232855798,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2019 q3')",0.0
16935,AKAM,2019 q3,4510,0.6018039111722188,"Shebly Seyrafi, CFA",0.6385396123661863,male,FBN Securities,"('AKAM', '2019 q3')",0.03333333507180214
16936,CRM,2019 q3,4510,0.511730544400895,"Shebly Seyrafi, CFA",0.6596008682419984,male,FBN Securities,"('CRM', '2019 q3')",0.03333333507180214
16937,FTNT,2019 q3,4510,0.5107180428062843,"Shebly Seyrafi, CFA",0.7020156639098805,male,FBN Securities,"('FTNT', '2019 q3')",0.03333333507180214
16938,NOW,2019 q3,4510,0.4119548048213283,"Shebly Seyrafi, CFA",0.1059536991287768,male,FBN Securities,"('NOW', '2019 q3')",0.0
16939,AKAM,2019 q3,4510,0.6018039111722188,Mr. Andrew J. Nowinski,0.3550250838430198,male,Piper Sandler Companies,"('AKAM', '2019 q3')",0.0
16940,AKAM,2019 q3,4510,0.6018039111722188,"Timothy K. Horan, CFA",0.3036445915031384,male,"Oppenheimer & Co., Inc.","('AKAM', '2019 q3')",0.0
16941,MSFT,2019 q3,4510,0.5751565931200101,"Timothy K. Horan, CFA",0.1564190668387044,male,"Oppenheimer & Co., Inc.","('MSFT', '2019 q3')",0.0
16942,AKAM,2019 q3,4510,0.6018039111722188,Mr. Matthew Dolgin,0.7174925788764638,male,"Morningstar, Inc.","('AKAM', '2019 q3')",0.0
16943,AKAM,2019 q3,4510,0.6018039111722188,"Mr. Jeff L. Van Rhee, CFA",0.2058285203530883,male,Craig Hallum,"('AKAM', '2019 q3')",0.0
16944,AKAM,2019 q3,4510,0.6018039111722188,Mr. Mark S. Mahaney,0.1976671960701653,male,RBC Capital Markets,"('AKAM', '2019 q3')",0.0
16945,AKAM,2019 q3,4510,0.6018039111722188,Robert Gutman,0.2044783344616327,male,Guggenheim Securities LLC,"('AKAM', '2019 q3')",0.00561513751745224
16946,BR,2019 q3,4510,0.8511111151900542,Research Department,0.7623712382462705,Not a person,SunTrust Robinson Humphrey Capital Markets,"('BR', '2019 q3')",0.03333333507180214
16947,CDNS,2019 q3,4510,0.3464009819969365,Mr. John W. Pitzer,0.3037635666241118,male,Credit Suisse,"('CDNS', '2019 q3')",0.0
16948,CDNS,2019 q3,4510,0.3464009819969365,Mr. Mitch T. Steves,0.1707062466663211,male,RBC Capital Markets,"('CDNS', '2019 q3')",0.0
16949,SNPS,2019 q3,4510,0.7156486278066259,Mr. Mitch T. Steves,0.6944274891843041,male,RBC Capital Markets,"('SNPS', '2019 q3')",0.03333333507180214
16950,CDNS,2019 q3,4510,0.3464009819969365,Mr. Adam Gonzalez,0.3683647345779789,male,BofA Global Research,"('CDNS', '2019 q3')",0.0
16951,CRM,2019 q3,4510,0.511730544400895,Kash Rangan,0.3556058981540783,male,BofA Global Research,"('CRM', '2019 q3')",0.0
16952,INTU,2019 q3,4510,0.6493719084345835,Kash Rangan,0.4460180744367295,male,BofA Global Research,"('INTU', '2019 q3')",0.0
16953,MSFT,2019 q3,4510,0.5751565931200101,Kash Rangan,0.2836059558742999,male,BofA Global Research,"('MSFT', '2019 q3')",0.006334441248327494
16954,NOW,2019 q3,4510,0.4119548048213283,Kash Rangan,0.2958014772195996,male,BofA Global Research,"('NOW', '2019 q3')",0.0
16955,CRM,2019 q3,4510,0.511730544400895,Mr. John DiFucci,0.1153848456138645,male,Jefferies,"('CRM', '2019 q3')",0.0
16956,MSFT,2019 q3,4510,0.5751565931200101,Mr. John DiFucci,0.3111201004395754,male,Jefferies,"('MSFT', '2019 q3')",0.0
16957,NLOK,2019 q3,4510,0.7135574781379845,Mr. John DiFucci,0.4339584149633486,male,Jefferies,"('NLOK', '2019 q3')",0.007570774760097265
16958,CRM,2019 q3,4510,0.511730544400895,Mr. Dan Romanoff,0.6380577130367062,male,"Morningstar, Inc.","('CRM', '2019 q3')",0.0
16959,CTXS,2019 q3,4510,0.7171964138560862,Mr. Dan Romanoff,0.5865813344321347,male,"Morningstar, Inc.","('CTXS', '2019 q3')",0.0
16960,MSFT,2019 q3,4510,0.5751565931200101,Mr. Dan Romanoff,0.4303749838672682,male,"Morningstar, Inc.","('MSFT', '2019 q3')",0.0
16961,NOW,2019 q3,4510,0.4119548048213283,Mr. Dan Romanoff,0.3993553651217376,male,"Morningstar, Inc.","('NOW', '2019 q3')",0.0
16962,CRM,2019 q3,4510,0.511730544400895,Terry Tillman,0.1172355685883897,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2019 q3')",0.0
16963,CRM,2019 q3,4510,0.511730544400895,"Raimo Lenschow, CFA",0.3145166738801405,male,Barclays,"('CRM', '2019 q3')",0.0
16964,CTXS,2019 q3,4510,0.7171964138560862,"Raimo Lenschow, CFA",0.8031180768377938,male,Barclays,"('CTXS', '2019 q3')",0.0
16965,INTU,2019 q3,4510,0.6493719084345835,"Raimo Lenschow, CFA",0.4790262613919708,male,Barclays,"('INTU', '2019 q3')",0.0
16966,MSFT,2019 q3,4510,0.5751565931200101,"Raimo Lenschow, CFA",0.5482370299486136,male,Barclays,"('MSFT', '2019 q3')",0.0
16967,NOW,2019 q3,4510,0.4119548048213283,"Raimo Lenschow, CFA",0.2295257734768357,male,Barclays,"('NOW', '2019 q3')",0.0
16968,ORCL,2019 q3,4510,0.663973978916643,"Raimo Lenschow, CFA",0.3360095924602365,male,Barclays,"('ORCL', '2019 q3')",0.0
16969,PAYC,2019 q3,4510,0.4815339006562067,"Raimo Lenschow, CFA",0.3359941138539577,male,Barclays,"('PAYC', '2019 q3')",0.0
16970,CRM,2019 q3,4510,0.511730544400895,Mr. Stefan J. Slowinski,0.148542950645948,male,Exane BNP Paribas,"('CRM', '2019 q3')",0.010848184116184711
16971,INTU,2019 q3,4510,0.6493719084345835,Mr. Stefan J. Slowinski,0.3790761490334204,male,Exane BNP Paribas,"('INTU', '2019 q3')",0.0
16972,CRM,2019 q3,4510,0.511730544400895,Karl E. Keirstead,0.7054251500731819,male,Deutsche Bank,"('CRM', '2019 q3')",0.0
16973,CTXS,2019 q3,4510,0.7171964138560862,Karl E. Keirstead,0.8855860693401377,male,Deutsche Bank,"('CTXS', '2019 q3')",0.0
16974,MSFT,2019 q3,4510,0.5751565931200101,Karl E. Keirstead,0.8258086553286638,male,Deutsche Bank,"('MSFT', '2019 q3')",0.0
16975,NLOK,2019 q3,4510,0.7135574781379845,Karl E. Keirstead,0.8714232463503979,male,Deutsche Bank,"('NLOK', '2019 q3')",0.0
16976,ORCL,2019 q3,4510,0.663973978916643,Karl E. Keirstead,0.8546733806427799,male,Deutsche Bank,"('ORCL', '2019 q3')",0.0
16977,CRM,2019 q3,4510,0.511730544400895,"Kirk Materne, CFA",0.2864649165135168,male,EVERCORE ISI,"('CRM', '2019 q3')",0.0
16978,CTXS,2019 q3,4510,0.7171964138560862,"Kirk Materne, CFA",0.37596518927003,male,EVERCORE ISI,"('CTXS', '2019 q3')",0.0
16979,INTU,2019 q3,4510,0.6493719084345835,"Kirk Materne, CFA",0.3206913243908969,male,EVERCORE ISI,"('INTU', '2019 q3')",0.0
16980,MSFT,2019 q3,4510,0.5751565931200101,"Kirk Materne, CFA",0.6347096086887726,male,EVERCORE ISI,"('MSFT', '2019 q3')",0.0
16981,NOW,2019 q3,4510,0.4119548048213283,"Kirk Materne, CFA",0.1898533864819789,male,EVERCORE ISI,"('NOW', '2019 q3')",0.0
16982,ORCL,2019 q3,4510,0.663973978916643,"Kirk Materne, CFA",0.2631917330672515,male,EVERCORE ISI,"('ORCL', '2019 q3')",0.0
16983,CRM,2019 q3,4510,0.511730544400895,Richard Nguyen,0.5968275773007974,male,Societe Generale,"('CRM', '2019 q3')",0.0
16984,CTSH,2019 q3,4510,0.706359028580554,Richard Nguyen,0.6908372869699104,male,Societe Generale,"('CTSH', '2019 q3')",0.0
16985,CTSH,2019 q3,4510,0.706359028580554,"Surinder Thind, CFA",0.1516487300842731,male,Jefferies,"('CTSH', '2019 q3')",0.0
16986,CTSH,2019 q3,4510,0.706359028580554,Mr. Rishit Parikh,0.1631221207007158,male,Nomura,"('CTSH', '2019 q3')",0.0
16987,CTSH,2019 q3,4510,0.706359028580554,"Glenn E. Greene, CFA",0.2685844410453304,male,"Oppenheimer & Co., Inc.","('CTSH', '2019 q3')",0.0
16988,FIS,2019 q3,4510,0.5194837077199614,"Glenn E. Greene, CFA",0.2895902504316163,male,"Oppenheimer & Co., Inc.","('FIS', '2019 q3')",0.0
16989,FLT,2019 q3,4510,0.5987318475527337,"Glenn E. Greene, CFA",0.2359766218054792,male,"Oppenheimer & Co., Inc.","('FLT', '2019 q3')",0.0
16990,GPN,2019 q3,4510,0.59957751271221,"Glenn E. Greene, CFA",0.1813787287814357,male,"Oppenheimer & Co., Inc.","('GPN', '2019 q3')",0.0
16991,JKHY,2019 q3,4510,0.5894812379091094,"Glenn E. Greene, CFA",0.3246014660217943,male,"Oppenheimer & Co., Inc.","('JKHY', '2019 q3')",0.0
16992,MA,2019 q3,4510,0.5645402824112273,"Glenn E. Greene, CFA",0.1657707715238367,male,"Oppenheimer & Co., Inc.","('MA', '2019 q3')",0.0
16993,PYPL,2019 q3,4510,0.5062393831551815,"Glenn E. Greene, CFA",0.1733053220916544,male,"Oppenheimer & Co., Inc.","('PYPL', '2019 q3')",0.0
16994,V,2019 q3,4510,0.4175627199115237,"Glenn E. Greene, CFA",0.0799808947992033,male,"Oppenheimer & Co., Inc.","('V', '2019 q3')",0.0
16995,CTSH,2019 q3,4510,0.706359028580554,Mr. Yogesh Aggarwal,0.6383360883414255,male,HSBC,"('CTSH', '2019 q3')",0.0
16996,CTXS,2019 q3,4510,0.7171964138560862,Mr. Ittai Kidron,0.332437130262009,male,"Oppenheimer & Co., Inc.","('CTXS', '2019 q3')",0.0
16997,CTXS,2019 q3,4510,0.7171964138560862,Mr. Matthew G. Hedberg,0.7185456987209857,male,RBC Capital Markets,"('CTXS', '2019 q3')",0.03333333507180214
16998,INTU,2019 q3,4510,0.6493719084345835,Mr. Matthew G. Hedberg,0.3090215262493852,male,RBC Capital Markets,"('INTU', '2019 q3')",0.0
16999,NOW,2019 q3,4510,0.4119548048213283,Mr. Matthew G. Hedberg,0.2672594101495356,male,RBC Capital Markets,"('NOW', '2019 q3')",0.026389295235276222
17000,DXC,2019 q3,4510,0.724412908696937,Mr. Rayna Kumar,0.6799663231911396,male,EVERCORE ISI,"('DXC', '2019 q3')",0.0
17001,GPN,2019 q3,4510,0.59957751271221,Mr. Rayna Kumar,0.4557161134306819,male,EVERCORE ISI,"('GPN', '2019 q3')",0.0
17002,FIS,2019 q3,4510,0.5194837077199614,Mr. Jeff Cantwell,0.294253351722734,male,Guggenheim Securities LLC,"('FIS', '2019 q3')",0.0
17003,FISV,2019 q3,4510,0.6600030038497493,Mr. Jeff Cantwell,0.224227372885117,male,Guggenheim Securities LLC,"('FISV', '2019 q3')",0.0
17004,GPN,2019 q3,4510,0.59957751271221,Mr. Jeff Cantwell,0.1780309349480384,male,Guggenheim Securities LLC,"('GPN', '2019 q3')",0.0
17005,MA,2019 q3,4510,0.5645402824112273,Mr. Jeff Cantwell,0.1619433879288985,male,Guggenheim Securities LLC,"('MA', '2019 q3')",0.0
17006,WU,2019 q3,4510,0.6497946634004172,Mr. Jeff Cantwell,0.1573080960930765,male,Guggenheim Securities LLC,"('WU', '2019 q3')",0.0
17007,FIS,2019 q3,4510,0.5194837077199614,Mr. Brett Horn,0.2872872492400862,male,"Morningstar, Inc.","('FIS', '2019 q3')",0.0
17008,GPN,2019 q3,4510,0.59957751271221,Mr. Brett Horn,0.7052598991073956,male,"Morningstar, Inc.","('GPN', '2019 q3')",0.0
17009,MA,2019 q3,4510,0.5645402824112273,Mr. Brett Horn,0.8609948039800098,male,"Morningstar, Inc.","('MA', '2019 q3')",0.0
17010,PYPL,2019 q3,4510,0.5062393831551815,Mr. Brett Horn,0.8419590646000786,male,"Morningstar, Inc.","('PYPL', '2019 q3')",0.0
17011,V,2019 q3,4510,0.4175627199115237,Mr. Brett Horn,0.8467486577743528,male,"Morningstar, Inc.","('V', '2019 q3')",0.0
17012,WU,2019 q3,4510,0.6497946634004172,Mr. Brett Horn,0.6475877922137492,male,"Morningstar, Inc.","('WU', '2019 q3')",0.0
17013,FIS,2019 q3,4510,0.5194837077199614,Tej Sthankiya,0.2215995358120822,male,Berenberg,"('FIS', '2019 q3')",0.0
17014,FISV,2019 q3,4510,0.6600030038497493,Tej Sthankiya,0.2965708754857333,male,Berenberg,"('FISV', '2019 q3')",0.0
17015,FIS,2019 q3,4510,0.5194837077199614,"Mr. Joseph A. Vafi, CFA, CFA",0.1876933897776919,male,Canaccord Genuity,"('FIS', '2019 q3')",0.01240306906402111
17016,FISV,2019 q3,4510,0.6600030038497493,"Mr. Joseph A. Vafi, CFA, CFA",0.2747861582141064,male,Canaccord Genuity,"('FISV', '2019 q3')",0.0
17017,FLT,2019 q3,4510,0.5987318475527337,Mr. James E. Faucette,0.3308870322988313,male,Morgan Stanley,"('FLT', '2019 q3')",0.005753096658736467
17018,MA,2019 q3,4510,0.5645402824112273,Mr. James E. Faucette,0.303835103647455,male,Morgan Stanley,"('MA', '2019 q3')",0.0
17019,PYPL,2019 q3,4510,0.5062393831551815,Mr. James E. Faucette,0.2071556305184637,male,Morgan Stanley,"('PYPL', '2019 q3')",0.0
17020,WU,2019 q3,4510,0.6497946634004172,Mr. James E. Faucette,0.2471265950297027,male,Morgan Stanley,"('WU', '2019 q3')",0.0
17021,FLT,2019 q3,4510,0.5987318475527337,Mr. Mark Palmer,0.2164194549611323,male,BTIG,"('FLT', '2019 q3')",0.0
17022,PYPL,2019 q3,4510,0.5062393831551815,Mr. Mark Palmer,0.1245995208035402,male,BTIG,"('PYPL', '2019 q3')",0.0
17023,WU,2019 q3,4510,0.6497946634004172,Mr. Mark Palmer,0.1920684976353936,male,BTIG,"('WU', '2019 q3')",0.0
17024,FLT,2019 q3,4510,0.5987318475527337,Mr. Ryan A. Cary,0.7022090758355115,male,BofA Global Research,"('FLT', '2019 q3')",0.029316890984773636
17025,FTNT,2019 q3,4510,0.5107180428062843,Mr. Tal Liani,0.2825709442343037,male,BofA Global Research,"('FTNT', '2019 q3')",0.0
17026,FTNT,2019 q3,4510,0.5107180428062843,Mr. Keith Snyder,0.5160073410890079,male,CFRA Equity Research,"('FTNT', '2019 q3')",0.0
17027,NLOK,2019 q3,4510,0.7135574781379845,Mr. Keith Snyder,0.6764174558469958,male,CFRA Equity Research,"('NLOK', '2019 q3')",0.0
17028,FTNT,2019 q3,4510,0.5107180428062843,Mr. Nicholas Yako,0.2369186846140606,male,Cowen and Company,"('FTNT', '2019 q3')",0.0
17029,MSFT,2019 q3,4510,0.5751565931200101,Mr. Nicholas Yako,0.2120097972093288,male,Cowen and Company,"('MSFT', '2019 q3')",0.0
17030,FTNT,2019 q3,4510,0.5107180428062843,Dan Bergstrom,0.1608481651562443,male,RBC Capital Markets,"('FTNT', '2019 q3')",0.0
17031,FTNT,2019 q3,4510,0.5107180428062843,Ms. Melissa A. Franchi,0.1488049100303831,female,Morgan Stanley,"('FTNT', '2019 q3')",0.0
17032,FTNT,2019 q3,4510,0.5107180428062843,Mark Cash,0.4823310105305295,male,"Morningstar, Inc.","('FTNT', '2019 q3')",0.0
17033,NLOK,2019 q3,4510,0.7135574781379845,Mark Cash,0.5363984260758554,male,"Morningstar, Inc.","('NLOK', '2019 q3')",0.0
17034,FTNT,2019 q3,4510,0.5107180428062843,"Mr. Gray W. Powell, CFA",0.90399769080431,male,Deutsche Bank,"('FTNT', '2019 q3')",0.0
17035,FTNT,2019 q3,4510,0.5107180428062843,Mr. Imtiaz Koujalgi,0.3997339516394619,male,Guggenheim Securities LLC,"('FTNT', '2019 q3')",0.01260413695126772
17036,FTNT,2019 q3,4510,0.5107180428062843,Ms. Catharine A. Trebnick,0.1404516745767188,female,Colliers Securities,"('FTNT', '2019 q3')",0.0
17037,FTNT,2019 q3,4510,0.5107180428062843,Shaul Eyal,0.196246737413787,male,"Oppenheimer & Co., Inc.","('FTNT', '2019 q3')",0.0
17038,IBM,2019 q3,4510,0.5735581472431812,Wamsi Mohan,0.2861554298557113,male,BofA Global Research,"('IBM', '2019 q3')",0.0
17039,IBM,2019 q3,4510,0.5735581472431812,Ms. Katy L. Huberty,0.2485078175185844,female,Morgan Stanley,"('IBM', '2019 q3')",0.0
17040,IBM,2019 q3,4510,0.5735581472431812,"Mr. Amit J. Daryanani, CFA",0.3764944401270493,male,EVERCORE ISI,"('IBM', '2019 q3')",0.0038024665166934333
17041,IBM,2019 q3,4510,0.5735581472431812,Mr. Andrew Vadheim,0.2411509841249003,male,Wolfe Research,"('IBM', '2019 q3')",0.0
17042,INTU,2019 q3,4510,0.6493719084345835,Michael Turrin,0.8882544517117784,male,Deutsche Bank,"('INTU', '2019 q3')",0.0
17043,IT,2019 q3,4510,0.5754044750126588,Manav S. Patnaik,0.4840584920317116,male,Barclays,"('IT', '2019 q3')",0.0
17044,IT,2019 q3,4510,0.5754044750126588,Ms. Toni M. Kaplan,0.4180504282079364,female,Morgan Stanley,"('IT', '2019 q3')",0.0
17045,IT,2019 q3,4510,0.5754044750126588,"Mr. Gary E. Bisbee, CFA",0.4164868391600976,male,BofA Global Research,"('IT', '2019 q3')",0.0
17046,MA,2019 q3,4510,0.5645402824112273,Chris Kuiper,0.5776342583734552,male,CFRA Equity Research,"('MA', '2019 q3')",0.0
17047,PYPL,2019 q3,4510,0.5062393831551815,Chris Kuiper,0.4734523403759749,male,CFRA Equity Research,"('PYPL', '2019 q3')",0.0
17048,V,2019 q3,4510,0.4175627199115237,Chris Kuiper,0.4752049308185421,male,CFRA Equity Research,"('V', '2019 q3')",0.0
17049,WU,2019 q3,4510,0.6497946634004172,Chris Kuiper,0.5562793496024678,male,CFRA Equity Research,"('WU', '2019 q3')",0.0
17050,MA,2019 q3,4510,0.5645402824112273,Mr. Trevor Williams,0.3354026925549837,male,Jefferies,"('MA', '2019 q3')",0.0
17051,PYPL,2019 q3,4510,0.5062393831551815,Mr. Trevor Williams,0.5740315266273163,male,Jefferies,"('PYPL', '2019 q3')",0.0
17052,V,2019 q3,4510,0.4175627199115237,Mr. Trevor Williams,0.1411852983248956,male,Jefferies,"('V', '2019 q3')",0.0
17053,MA,2019 q3,4510,0.5645402824112273,"Mr. Christopher R. Donat, CFA",0.1646801738548948,male,Sandler O'Neill & Partners,"('MA', '2019 q3')",0.0
17054,V,2019 q3,4510,0.4175627199115237,"Mr. Christopher R. Donat, CFA",0.2001741065620399,male,Sandler O'Neill & Partners,"('V', '2019 q3')",0.0
17055,NLOK,2019 q3,4510,0.7135574781379845,Mr. Ravindra kulkarni,0.7387240151183114,male,Crispidea,"('NLOK', '2019 q3')",0.0218536164611578
17056,NOW,2019 q3,4510,0.4119548048213283,Timothy E. Klasell,0.3601373880667488,male,Northland Securities,"('NOW', '2019 q3')",0.017698215320706367
17057,NOW,2019 q3,4510,0.4119548048213283,Mr. Bhavan S. Suri,0.107791038381821,male,William Blair & Company,"('NOW', '2019 q3')",0.0
17058,NOW,2019 q3,4510,0.4119548048213283,Mr. Ed A. Parker,0.0858173977047606,male,BTIG,"('NOW', '2019 q3')",0.0
17059,ORCL,2019 q3,4510,0.663973978916643,Mr. John Barrett,0.7303804367501282,male,"Morningstar, Inc.","('ORCL', '2019 q3')",0.011111111690600714
17060,PAYC,2019 q3,4510,0.4815339006562067,Mr. John Barrett,0.7075575343024216,male,"Morningstar, Inc.","('PAYC', '2019 q3')",0.0
17061,VRSN,2019 q3,4510,0.9467772869239413,Mr. John Barrett,0.9467772869239413,male,"Morningstar, Inc.","('VRSN', '2019 q3')",0.0
17062,ORCL,2019 q3,4510,0.663973978916643,Mr. David A. Talbot,0.8854195593255608,male,Eight Capital,"('ORCL', '2019 q3')",0.009893184527754784
17063,ORCL,2019 q3,4510,0.663973978916643,Mita Mehta,0.6343628116734431,female,Crispidea,"('ORCL', '2019 q3')",0.1227903962135315
17064,PAYC,2019 q3,4510,0.4815339006562067,Shankar Subramanian,0.2926647035299418,male,BofA Global Research,"('PAYC', '2019 q3')",0.0
17065,PAYC,2019 q3,4510,0.4815339006562067,Mr. Robert Breza,0.2273605777601827,male,Northland Securities,"('PAYC', '2019 q3')",0.0
17066,PAYC,2019 q3,4510,0.4815339006562067,Mr. David E. Hynes Jr.,0.4633965785445856,male,Canaccord Genuity,"('PAYC', '2019 q3')",0.01963069662451744
17067,PYPL,2019 q3,4510,0.5062393831551815,Bradley A. Berning,0.0976692622852544,male,Craig Hallum,"('PYPL', '2019 q3')",0.0
17068,PYPL,2019 q3,4510,0.5062393831551815,Ms. Merlyn Sushmitha,0.6174948934552994,female,Crispidea,"('PYPL', '2019 q3')",0.03333333507180214
17069,PYPL,2019 q3,4510,0.5062393831551815,Ms. Shejal Ajmera,0.4278756650513617,female,Crispidea,"('PYPL', '2019 q3')",0.0
17070,PYPL,2019 q3,4510,0.5062393831551815,"Mr. Michael Graham, CFA",0.1840004415993415,male,Canaccord Genuity,"('PYPL', '2019 q3')",0.0
17071,SNPS,2019 q3,4510,0.7156486278066259,"Mr. Sterling Auty, CFA",0.4809583820361585,male,JPMorgan,"('SNPS', '2019 q3')",0.0
17072,ACN,2019 q4,4510,0.778289042063538,"Daniel R. Perlin, CFA",0.3675900962284692,male,RBC Capital Markets,"('ACN', '2019 q4')",0.0
17073,ADS,2019 q4,4510,0.711987502503812,"Daniel R. Perlin, CFA",0.2668000954945345,male,RBC Capital Markets,"('ADS', '2019 q4')",0.009445171803236008
17074,CTSH,2019 q4,4510,0.6470224696865433,"Daniel R. Perlin, CFA",0.1483107138886009,male,RBC Capital Markets,"('CTSH', '2019 q4')",0.0
17075,DXC,2019 q4,4510,0.788190972807707,"Daniel R. Perlin, CFA",0.3410960608082879,male,RBC Capital Markets,"('DXC', '2019 q4')",0.014609675854444504
17076,FIS,2019 q4,4510,0.5362732434386588,"Daniel R. Perlin, CFA",0.1180601231824693,male,RBC Capital Markets,"('FIS', '2019 q4')",0.022669974248856306
17077,FISV,2019 q4,4510,0.6599309701106792,"Daniel R. Perlin, CFA",0.1739698690921011,male,RBC Capital Markets,"('FISV', '2019 q4')",0.0
17078,FLT,2019 q4,4510,0.5176728201215586,"Daniel R. Perlin, CFA",0.2345356162060414,male,RBC Capital Markets,"('FLT', '2019 q4')",0.0
17079,GPN,2019 q4,4510,0.4454554239791262,"Daniel R. Perlin, CFA",0.0937859828251886,male,RBC Capital Markets,"('GPN', '2019 q4')",0.008229783736169338
17080,JKHY,2019 q4,4510,0.7644034627713279,"Daniel R. Perlin, CFA",0.5437123363661622,male,RBC Capital Markets,"('JKHY', '2019 q4')",0.03333333507180214
17081,MA,2019 q4,4510,0.5078430343669006,"Daniel R. Perlin, CFA",0.1123313689937451,male,RBC Capital Markets,"('MA', '2019 q4')",0.0
17082,PYPL,2019 q4,4510,0.5982794601522019,"Daniel R. Perlin, CFA",0.2763808493302082,male,RBC Capital Markets,"('PYPL', '2019 q4')",0.0
17083,V,2019 q4,4510,0.6176296530773661,"Daniel R. Perlin, CFA",0.2018820963221502,male,RBC Capital Markets,"('V', '2019 q4')",0.0
17084,WU,2019 q4,4510,0.6383060205733735,"Daniel R. Perlin, CFA",0.6352720054117454,male,RBC Capital Markets,"('WU', '2019 q4')",0.03333333507180214
17085,ACN,2019 q4,4510,0.778289042063538,Julie Bhusal Sharma,0.7896085815950105,female,"Morningstar, Inc.","('ACN', '2019 q4')",0.01666666753590107
17086,CTSH,2019 q4,4510,0.6470224696865433,Julie Bhusal Sharma,0.680077695513675,female,"Morningstar, Inc.","('CTSH', '2019 q4')",0.01744461478665471
17087,IBM,2019 q4,4510,0.5550593311726943,Julie Bhusal Sharma,0.4359117099238645,female,"Morningstar, Inc.","('IBM', '2019 q4')",0.0
17088,ACN,2019 q4,4510,0.778289042063538,Mr. Bryan Keane,0.7686122199736211,male,Deutsche Bank,"('ACN', '2019 q4')",0.0
17089,ADP,2019 q4,4510,0.5636486445880557,Mr. Bryan Keane,0.2757405608697982,male,Deutsche Bank,"('ADP', '2019 q4')",0.0
17090,CTSH,2019 q4,4510,0.6470224696865433,Mr. Bryan Keane,0.7954662507792709,male,Deutsche Bank,"('CTSH', '2019 q4')",0.0
17091,DXC,2019 q4,4510,0.788190972807707,Mr. Bryan Keane,0.8870366318820087,male,Deutsche Bank,"('DXC', '2019 q4')",0.0
17092,FIS,2019 q4,4510,0.5362732434386588,Mr. Bryan Keane,0.3099072370574255,male,Deutsche Bank,"('FIS', '2019 q4')",0.0
17093,FISV,2019 q4,4510,0.6599309701106792,Mr. Bryan Keane,0.3478495847851152,male,Deutsche Bank,"('FISV', '2019 q4')",0.0
17094,GPN,2019 q4,4510,0.4454554239791262,Mr. Bryan Keane,0.0853960951209844,male,Deutsche Bank,"('GPN', '2019 q4')",0.0
17095,MA,2019 q4,4510,0.5078430343669006,Mr. Bryan Keane,0.3350372955015078,male,Deutsche Bank,"('MA', '2019 q4')",0.0
17096,PYPL,2019 q4,4510,0.5982794601522019,Mr. Bryan Keane,0.2589904673076174,male,Deutsche Bank,"('PYPL', '2019 q4')",0.008333333767950535
17097,V,2019 q4,4510,0.6176296530773661,Mr. Bryan Keane,0.7882975964792794,male,Deutsche Bank,"('V', '2019 q4')",0.0
17098,WU,2019 q4,4510,0.6383060205733735,Mr. Bryan Keane,0.8328692669314686,male,Deutsche Bank,"('WU', '2019 q4')",0.0
17099,ACN,2019 q4,4510,0.778289042063538,Mr. Bryan Bergin,0.5526495780587019,male,Cowen and Company,"('ACN', '2019 q4')",0.00451059453189373
17100,ADP,2019 q4,4510,0.5636486445880557,Mr. Bryan Bergin,0.2154342282223662,male,Cowen and Company,"('ADP', '2019 q4')",0.0
17101,CTSH,2019 q4,4510,0.6470224696865433,Mr. Bryan Bergin,0.1403544541526515,male,Cowen and Company,"('CTSH', '2019 q4')",0.0
17102,DXC,2019 q4,4510,0.788190972807707,Mr. Bryan Bergin,0.453730724972287,male,Cowen and Company,"('DXC', '2019 q4')",0.0
17103,PAYX,2019 q4,4510,0.5321523884995152,Mr. Bryan Bergin,0.1900102825684509,male,Cowen and Company,"('PAYX', '2019 q4')",0.0
17104,ACN,2019 q4,4510,0.778289042063538,Ms. Maggie Nolan,0.3561567929367814,female,William Blair & Company,"('ACN', '2019 q4')",0.0
17105,CTSH,2019 q4,4510,0.6470224696865433,Ms. Maggie Nolan,0.143332399590785,female,William Blair & Company,"('CTSH', '2019 q4')",0.0
17106,ACN,2019 q4,4510,0.778289042063538,Mr. Darrin D. Peller,0.4139318807332598,male,Wolfe Research,"('ACN', '2019 q4')",0.0
17107,ADP,2019 q4,4510,0.5636486445880557,Mr. Darrin D. Peller,0.2331055545412046,male,Wolfe Research,"('ADP', '2019 q4')",0.0
17108,ADS,2019 q4,4510,0.711987502503812,Mr. Darrin D. Peller,0.349381387973922,male,Wolfe Research,"('ADS', '2019 q4')",0.0
17109,CTSH,2019 q4,4510,0.6470224696865433,Mr. Darrin D. Peller,0.2819832521878152,male,Wolfe Research,"('CTSH', '2019 q4')",0.0
17110,FLT,2019 q4,4510,0.5176728201215586,Mr. Darrin D. Peller,0.2485708998851023,male,Wolfe Research,"('FLT', '2019 q4')",0.0
17111,GPN,2019 q4,4510,0.4454554239791262,Mr. Darrin D. Peller,0.0933909871139599,male,Wolfe Research,"('GPN', '2019 q4')",0.0
17112,WU,2019 q4,4510,0.6383060205733735,Mr. Darrin D. Peller,0.2678347770598695,male,Wolfe Research,"('WU', '2019 q4')",0.0
17113,ACN,2019 q4,4510,0.778289042063538,Ms. Akansha Agarwal,0.5000623347029923,female,Crispidea,"('ACN', '2019 q4')",0.03333333507180214
17114,CRM,2019 q4,4510,0.6134393517209747,Ms. Akansha Agarwal,0.514829120878535,female,Crispidea,"('CRM', '2019 q4')",0.0
17115,CTSH,2019 q4,4510,0.6470224696865433,Ms. Akansha Agarwal,0.6809808787996561,female,Crispidea,"('CTSH', '2019 q4')",0.0
17116,IBM,2019 q4,4510,0.5550593311726943,Ms. Akansha Agarwal,0.4531468709848438,female,Crispidea,"('IBM', '2019 q4')",0.0
17117,ACN,2019 q4,4510,0.778289042063538,"Mr Charles Brennan, CFA",0.5382302801426123,male,Credit Suisse,"('ACN', '2019 q4')",0.022301575168967247
17118,ACN,2019 q4,4510,0.778289042063538,"Edward S. Caso, Jr",0.5000623347029923,male,"Wells Fargo Securities, LLC","('ACN', '2019 q4')",0.03333333507180214
17119,CTSH,2019 q4,4510,0.6470224696865433,"Edward S. Caso, Jr",0.1554196654700046,male,"Wells Fargo Securities, LLC","('CTSH', '2019 q4')",0.0
17120,DXC,2019 q4,4510,0.788190972807707,"Edward S. Caso, Jr",0.4018352892770687,male,"Wells Fargo Securities, LLC","('DXC', '2019 q4')",0.0
17121,IBM,2019 q4,4510,0.5550593311726943,"Edward S. Caso, Jr",0.2686475702086611,male,"Wells Fargo Securities, LLC","('IBM', '2019 q4')",0.0
17122,ACN,2019 q4,4510,0.778289042063538,David Holt,0.7439332462189013,male,CFRA Equity Research,"('ACN', '2019 q4')",0.0
17123,ADP,2019 q4,4510,0.5636486445880557,David Holt,0.6596121559344982,male,CFRA Equity Research,"('ADP', '2019 q4')",0.0
17124,ADS,2019 q4,4510,0.711987502503812,David Holt,0.733656484282653,male,CFRA Equity Research,"('ADS', '2019 q4')",0.0
17125,BR,2019 q4,4510,0.0,David Holt,,male,CFRA Equity Research,"('BR', '2019 q4')",0.0
17126,CTSH,2019 q4,4510,0.6470224696865433,David Holt,0.6768625940880114,male,CFRA Equity Research,"('CTSH', '2019 q4')",0.0
17127,DXC,2019 q4,4510,0.788190972807707,David Holt,0.706543623520316,male,CFRA Equity Research,"('DXC', '2019 q4')",0.0
17128,FIS,2019 q4,4510,0.5362732434386588,David Holt,0.5035736743985865,male,CFRA Equity Research,"('FIS', '2019 q4')",0.0
17129,FISV,2019 q4,4510,0.6599309701106792,David Holt,0.5634961953167495,male,CFRA Equity Research,"('FISV', '2019 q4')",0.0
17130,FLT,2019 q4,4510,0.5176728201215586,David Holt,0.4799828210986366,male,CFRA Equity Research,"('FLT', '2019 q4')",0.0
17131,GPN,2019 q4,4510,0.4454554239791262,David Holt,0.4874446379026717,male,CFRA Equity Research,"('GPN', '2019 q4')",0.0
17132,IBM,2019 q4,4510,0.5550593311726943,David Holt,0.6453925047129925,male,CFRA Equity Research,"('IBM', '2019 q4')",0.0
17133,IT,2019 q4,4510,0.7225483512644114,David Holt,0.7637286132048597,male,CFRA Equity Research,"('IT', '2019 q4')",0.0
17134,JKHY,2019 q4,4510,0.7644034627713279,David Holt,0.6986449304619888,male,CFRA Equity Research,"('JKHY', '2019 q4')",0.011111111690600714
17135,PAYX,2019 q4,4510,0.5321523884995152,David Holt,0.5189548264496586,male,CFRA Equity Research,"('PAYX', '2019 q4')",0.0
17136,ACN,2019 q4,4510,0.778289042063538,Mr. Jason Kupferberg,0.6197498722758489,male,BofA Global Research,"('ACN', '2019 q4')",0.04196028411388397
17137,DXC,2019 q4,4510,0.788190972807707,Mr. Jason Kupferberg,0.6618738376730524,male,BofA Global Research,"('DXC', '2019 q4')",0.0
17138,FIS,2019 q4,4510,0.5362732434386588,Mr. Jason Kupferberg,0.3629507998795978,male,BofA Global Research,"('FIS', '2019 q4')",0.0
17139,GPN,2019 q4,4510,0.4454554239791262,Mr. Jason Kupferberg,0.6073050685823635,male,BofA Global Research,"('GPN', '2019 q4')",0.015859059989452362
17140,WU,2019 q4,4510,0.6383060205733735,Mr. Jason Kupferberg,0.3927492112021997,male,BofA Global Research,"('WU', '2019 q4')",0.0
17141,ACN,2019 q4,4510,0.778289042063538,Acquisdata Research Team,0.8136917077874541,Not a person,Acquisdata,"('ACN', '2019 q4')",0.0
17142,FISV,2019 q4,4510,0.6599309701106792,Acquisdata Research Team,0.9220986931692492,Not a person,Acquisdata,"('FISV', '2019 q4')",0.0
17143,ACN,2019 q4,4510,0.778289042063538,Richard Nguyen,0.6957738988365697,male,Societe Generale,"('ACN', '2019 q4')",0.0
17144,CRM,2019 q4,4510,0.6134393517209747,Richard Nguyen,0.5753901140343892,male,Societe Generale,"('CRM', '2019 q4')",0.0
17145,CTSH,2019 q4,4510,0.6470224696865433,Richard Nguyen,0.738483618559136,male,Societe Generale,"('CTSH', '2019 q4')",0.0
17146,IBM,2019 q4,4510,0.5550593311726943,Richard Nguyen,0.7222694128927898,male,Societe Generale,"('IBM', '2019 q4')",0.0
17147,ORCL,2019 q4,4510,0.3761342152735188,Richard Nguyen,0.6658045572684207,male,Societe Generale,"('ORCL', '2019 q4')",0.0
17148,ACN,2019 q4,4510,0.778289042063538,Mr. James E. Friedman,0.926866096688974,male,Susquehanna Financial Group LLLP,"('ACN', '2019 q4')",0.0
17149,ADS,2019 q4,4510,0.711987502503812,Mr. James E. Friedman,0.7783009323113904,male,Susquehanna Financial Group LLLP,"('ADS', '2019 q4')",0.0
17150,CTSH,2019 q4,4510,0.6470224696865433,Mr. James E. Friedman,0.8993529428401958,male,Susquehanna Financial Group LLLP,"('CTSH', '2019 q4')",0.0
17151,DXC,2019 q4,4510,0.788190972807707,Mr. James E. Friedman,0.8716360788294717,male,Susquehanna Financial Group LLLP,"('DXC', '2019 q4')",0.0
17152,FIS,2019 q4,4510,0.5362732434386588,Mr. James E. Friedman,0.7341325628589213,male,Susquehanna Financial Group LLLP,"('FIS', '2019 q4')",0.0
17153,FISV,2019 q4,4510,0.6599309701106792,Mr. James E. Friedman,0.7887893353792841,male,Susquehanna Financial Group LLLP,"('FISV', '2019 q4')",0.006046480964869261
17154,GPN,2019 q4,4510,0.4454554239791262,Mr. James E. Friedman,0.5086902254917234,male,Susquehanna Financial Group LLLP,"('GPN', '2019 q4')",0.00521816685795784
17155,MA,2019 q4,4510,0.5078430343669006,Mr. James E. Friedman,0.9005777405072528,male,Susquehanna Financial Group LLLP,"('MA', '2019 q4')",0.0
17156,PYPL,2019 q4,4510,0.5982794601522019,Mr. James E. Friedman,0.862886451424861,male,Susquehanna Financial Group LLLP,"('PYPL', '2019 q4')",0.0
17157,V,2019 q4,4510,0.6176296530773661,Mr. James E. Friedman,0.6942534137875419,male,Susquehanna Financial Group LLLP,"('V', '2019 q4')",0.0
17158,WU,2019 q4,4510,0.6383060205733735,Mr. James E. Friedman,0.9093694919499692,male,Susquehanna Financial Group LLLP,"('WU', '2019 q4')",0.0
17159,ACN,2019 q4,4510,0.778289042063538,"Mr. Ramsey C. El-Assal, Ph.d",0.6578266151030008,male,Barclays,"('ACN', '2019 q4')",0.0
17160,FLT,2019 q4,4510,0.5176728201215586,"Mr. Ramsey C. El-Assal, Ph.d",0.2921864937239911,male,Barclays,"('FLT', '2019 q4')",0.0
17161,PYPL,2019 q4,4510,0.5982794601522019,"Mr. Ramsey C. El-Assal, Ph.d",0.6384432404386894,male,Barclays,"('PYPL', '2019 q4')",0.0
17162,ADBE,2019 q4,4510,0.436553770303148,John Freeman,0.6860348471478473,male,CFRA Equity Research,"('ADBE', '2019 q4')",0.0
17163,ADSK,2019 q4,4510,0.4535620682144183,John Freeman,0.6909631093228003,male,CFRA Equity Research,"('ADSK', '2019 q4')",0.0
17164,AKAM,2019 q4,4510,0.5421914196003594,John Freeman,0.7078658484862311,male,CFRA Equity Research,"('AKAM', '2019 q4')",0.0
17165,CRM,2019 q4,4510,0.6134393517209747,John Freeman,0.6607953977451027,male,CFRA Equity Research,"('CRM', '2019 q4')",0.0
17166,CTXS,2019 q4,4510,0.5098239868147834,John Freeman,0.6411010530371797,male,CFRA Equity Research,"('CTXS', '2019 q4')",0.0
17167,INTU,2019 q4,4510,0.872155258986913,John Freeman,0.8988490152288607,male,CFRA Equity Research,"('INTU', '2019 q4')",0.0
17168,MSFT,2019 q4,4510,0.5331028525320669,John Freeman,0.7230332971462562,male,CFRA Equity Research,"('MSFT', '2019 q4')",0.0
17169,NOW,2019 q4,4510,0.4215184078780092,John Freeman,0.6136035563839456,male,CFRA Equity Research,"('NOW', '2019 q4')",0.0
17170,ORCL,2019 q4,4510,0.3761342152735188,John Freeman,0.3656216780436866,male,CFRA Equity Research,"('ORCL', '2019 q4')",0.0139357706066221
17171,SNPS,2019 q4,4510,0.5840710923292983,John Freeman,0.6876373987612535,male,CFRA Equity Research,"('SNPS', '2019 q4')",0.0
17172,VRSN,2019 q4,4510,0.9397720296495892,John Freeman,0.9397720296495892,male,CFRA Equity Research,"('VRSN', '2019 q4')",0.0
17173,ADBE,2019 q4,4510,0.436553770303148,Mr. Brent J. Thill,0.2238886479569524,male,Jefferies,"('ADBE', '2019 q4')",0.0
17174,CTXS,2019 q4,4510,0.5098239868147834,Mr. Brent J. Thill,0.1366174293621626,male,Jefferies,"('CTXS', '2019 q4')",0.02328496426343918
17175,ADBE,2019 q4,4510,0.436553770303148,"Keith E. Weiss, CFA",0.2301266843545616,male,Morgan Stanley,"('ADBE', '2019 q4')",0.01666666753590107
17176,ADSK,2019 q4,4510,0.4535620682144183,"Keith E. Weiss, CFA",0.3196352542479124,male,Morgan Stanley,"('ADSK', '2019 q4')",0.0
17177,AKAM,2019 q4,4510,0.5421914196003594,"Keith E. Weiss, CFA",0.5461058262760683,male,Morgan Stanley,"('AKAM', '2019 q4')",0.03333333507180214
17178,CRM,2019 q4,4510,0.6134393517209747,"Keith E. Weiss, CFA",0.5677701689424954,male,Morgan Stanley,"('CRM', '2019 q4')",0.03333333507180214
17179,CTXS,2019 q4,4510,0.5098239868147834,"Keith E. Weiss, CFA",0.1699802301706473,male,Morgan Stanley,"('CTXS', '2019 q4')",0.014893822371959686
17180,INTU,2019 q4,4510,0.872155258986913,"Keith E. Weiss, CFA",0.7360962576958742,male,Morgan Stanley,"('INTU', '2019 q4')",0.0
17181,MSFT,2019 q4,4510,0.5331028525320669,"Keith E. Weiss, CFA",0.1072340001954614,male,Morgan Stanley,"('MSFT', '2019 q4')",0.0
17182,NLOK,2019 q4,4510,0.6630480081302434,"Keith E. Weiss, CFA",0.486010094537687,male,Morgan Stanley,"('NLOK', '2019 q4')",0.0
17183,NOW,2019 q4,4510,0.4215184078780092,"Keith E. Weiss, CFA",0.2606090001067514,male,Morgan Stanley,"('NOW', '2019 q4')",0.0
17184,ORCL,2019 q4,4510,0.3761342152735188,"Keith E. Weiss, CFA",0.0947755985094407,male,Morgan Stanley,"('ORCL', '2019 q4')",0.0
17185,ADBE,2019 q4,4510,0.436553770303148,Mr. Patrick D. Walravens,0.1476901397537949,male,JMP Securities,"('ADBE', '2019 q4')",0.0
17186,CRM,2019 q4,4510,0.6134393517209747,Mr. Patrick D. Walravens,0.1445230177567169,male,JMP Securities,"('CRM', '2019 q4')",0.0
17187,ADBE,2019 q4,4510,0.436553770303148,Philip Winslow,0.1327237433590244,male,"Wells Fargo Securities, LLC","('ADBE', '2019 q4')",0.0
17188,ADSK,2019 q4,4510,0.4535620682144183,Philip Winslow,0.1727137307005801,male,"Wells Fargo Securities, LLC","('ADSK', '2019 q4')",0.0
17189,CRM,2019 q4,4510,0.6134393517209747,Philip Winslow,0.2524511780174783,male,"Wells Fargo Securities, LLC","('CRM', '2019 q4')",0.0
17190,CTXS,2019 q4,4510,0.5098239868147834,Philip Winslow,0.1377801502757667,male,"Wells Fargo Securities, LLC","('CTXS', '2019 q4')",0.0
17191,MSFT,2019 q4,4510,0.5331028525320669,Philip Winslow,0.2466631491702607,male,"Wells Fargo Securities, LLC","('MSFT', '2019 q4')",0.0
17192,NLOK,2019 q4,4510,0.6630480081302434,Philip Winslow,0.4910510400277497,male,"Wells Fargo Securities, LLC","('NLOK', '2019 q4')",0.0
17193,NOW,2019 q4,4510,0.4215184078780092,Philip Winslow,0.1082751379905028,male,"Wells Fargo Securities, LLC","('NOW', '2019 q4')",0.0
17194,ADBE,2019 q4,4510,0.436553770303148,Mr. J. Derrick Wood,0.2730611454388085,male,Cowen and Company,"('ADBE', '2019 q4')",0.0
17195,CRM,2019 q4,4510,0.6134393517209747,Mr. J. Derrick Wood,0.2151275421356407,male,Cowen and Company,"('CRM', '2019 q4')",0.007480139844119549
17196,NOW,2019 q4,4510,0.4215184078780092,Mr. J. Derrick Wood,0.0868524162320779,male,Cowen and Company,"('NOW', '2019 q4')",0.0
17197,ORCL,2019 q4,4510,0.3761342152735188,Mr. J. Derrick Wood,0.1775889590027022,male,Cowen and Company,"('ORCL', '2019 q4')",0.0
17198,ADBE,2019 q4,4510,0.436553770303148,"Kenneth Wong, CFA",0.1944642108744489,male,Guggenheim Securities LLC,"('ADBE', '2019 q4')",0.0
17199,ADSK,2019 q4,4510,0.4535620682144183,"Kenneth Wong, CFA",0.1174880901458076,male,Guggenheim Securities LLC,"('ADSK', '2019 q4')",0.0
17200,ADBE,2019 q4,4510,0.436553770303148,Mr. Alex Zukin,0.155473040611028,male,RBC Capital Markets,"('ADBE', '2019 q4')",0.0
17201,CRM,2019 q4,4510,0.6134393517209747,Mr. Alex Zukin,0.3226533295020464,male,RBC Capital Markets,"('CRM', '2019 q4')",0.0
17202,MSFT,2019 q4,4510,0.5331028525320669,Mr. Alex Zukin,0.1451756889810612,male,RBC Capital Markets,"('MSFT', '2019 q4')",0.0
17203,NOW,2019 q4,4510,0.4215184078780092,Mr. Alex Zukin,0.0628677636372891,male,RBC Capital Markets,"('NOW', '2019 q4')",0.0
17204,ORCL,2019 q4,4510,0.3761342152735188,Mr. Alex Zukin,0.1067389642420654,male,RBC Capital Markets,"('ORCL', '2019 q4')",0.0
17205,PAYC,2019 q4,4510,0.6064454751704852,Mr. Alex Zukin,0.400437356347251,male,RBC Capital Markets,"('PAYC', '2019 q4')",0.0
17206,ADBE,2019 q4,4510,0.436553770303148,"Mr. Saket Kalia, CFA, CFA",0.2614391928641342,male,Barclays,"('ADBE', '2019 q4')",0.0
17207,FTNT,2019 q4,4510,0.4665856920151907,"Mr. Saket Kalia, CFA, CFA",0.7661602433298488,male,Barclays,"('FTNT', '2019 q4')",0.0
17208,NLOK,2019 q4,4510,0.6630480081302434,"Mr. Saket Kalia, CFA, CFA",0.469575958479023,male,Barclays,"('NLOK', '2019 q4')",0.0
17209,ADBE,2019 q4,4510,0.436553770303148,Mr. Daniel H. Ives,0.3045391389169383,male,Wedbush Securities Inc.,"('ADBE', '2019 q4')",0.0
17210,CTXS,2019 q4,4510,0.5098239868147834,Mr. Daniel H. Ives,0.3260230780794503,male,Wedbush Securities Inc.,"('CTXS', '2019 q4')",0.0
17211,FTNT,2019 q4,4510,0.4665856920151907,Mr. Daniel H. Ives,0.2942581468986077,male,Wedbush Securities Inc.,"('FTNT', '2019 q4')",0.0
17212,MSFT,2019 q4,4510,0.5331028525320669,Mr. Daniel H. Ives,0.2962514528332853,male,Wedbush Securities Inc.,"('MSFT', '2019 q4')",0.011821937747299671
17213,ADBE,2019 q4,4510,0.436553770303148,Mr. Brad A. Zelnick,0.3535373122023207,male,Credit Suisse,"('ADBE', '2019 q4')",0.0
17214,ADSK,2019 q4,4510,0.4535620682144183,Mr. Brad A. Zelnick,0.272232232255342,male,Credit Suisse,"('ADSK', '2019 q4')",0.0
17215,AKAM,2019 q4,4510,0.5421914196003594,Mr. Brad A. Zelnick,0.3477456795001887,male,Credit Suisse,"('AKAM', '2019 q4')",0.0
17216,CRM,2019 q4,4510,0.6134393517209747,Mr. Brad A. Zelnick,0.4321144704119361,male,Credit Suisse,"('CRM', '2019 q4')",0.0
17217,FTNT,2019 q4,4510,0.4665856920151907,Mr. Brad A. Zelnick,0.1767681918733825,male,Credit Suisse,"('FTNT', '2019 q4')",0.0
17218,MSFT,2019 q4,4510,0.5331028525320669,Mr. Brad A. Zelnick,0.2575697407201404,male,Credit Suisse,"('MSFT', '2019 q4')",0.0
17219,ORCL,2019 q4,4510,0.3761342152735188,Mr. Brad A. Zelnick,0.1454269626400559,male,Credit Suisse,"('ORCL', '2019 q4')",0.0
17220,PAYC,2019 q4,4510,0.6064454751704852,Mr. Brad A. Zelnick,0.4636105686491285,male,Credit Suisse,"('PAYC', '2019 q4')",0.0
17221,ADBE,2019 q4,4510,0.436553770303148,"Mr. Daniel Romanoff, CPA",0.5426898531414696,male,"Morningstar, Inc.","('ADBE', '2019 q4')",0.0
17222,ADBE,2019 q4,4510,0.436553770303148,Mr. Brent A. Bracelin,0.2896546495239383,male,Piper Sandler Companies,"('ADBE', '2019 q4')",0.0
17223,CRM,2019 q4,4510,0.6134393517209747,Mr. Brent A. Bracelin,0.1831913555534714,male,Piper Sandler Companies,"('CRM', '2019 q4')",0.0
17224,ORCL,2019 q4,4510,0.3761342152735188,Mr. Brent A. Bracelin,0.1174001951798081,male,Piper Sandler Companies,"('ORCL', '2019 q4')",0.0
17225,ADBE,2019 q4,4510,0.436553770303148,Kash Rangan,0.364682049575207,male,BofA Global Research,"('ADBE', '2019 q4')",0.0
17226,CRM,2019 q4,4510,0.6134393517209747,Kash Rangan,0.3825318359534191,male,BofA Global Research,"('CRM', '2019 q4')",0.0
17227,ADBE,2019 q4,4510,0.436553770303148,"Richard Davis, CFA",0.2387918319801237,male,Canaccord Genuity,"('ADBE', '2019 q4')",0.0
17228,ADSK,2019 q4,4510,0.4535620682144183,"Richard Davis, CFA",0.4041834597935457,male,Canaccord Genuity,"('ADSK', '2019 q4')",0.01854855101555586
17229,CRM,2019 q4,4510,0.6134393517209747,"Richard Davis, CFA",0.3053258944773626,male,Canaccord Genuity,"('CRM', '2019 q4')",0.0
17230,MSFT,2019 q4,4510,0.5331028525320669,"Richard Davis, CFA",0.2164490222966867,male,Canaccord Genuity,"('MSFT', '2019 q4')",0.0
17231,ADBE,2019 q4,4510,0.436553770303148,Mr. Brian J. Schwartz,0.1749280193212842,male,"Oppenheimer & Co., Inc.","('ADBE', '2019 q4')",0.0
17232,ADSK,2019 q4,4510,0.4535620682144183,Mr. Brian J. Schwartz,0.1452294827612588,male,"Oppenheimer & Co., Inc.","('ADSK', '2019 q4')",0.0
17233,CRM,2019 q4,4510,0.6134393517209747,Mr. Brian J. Schwartz,0.2377134650129013,male,"Oppenheimer & Co., Inc.","('CRM', '2019 q4')",0.0
17234,NOW,2019 q4,4510,0.4215184078780092,Mr. Brian J. Schwartz,0.1200497118780109,male,"Oppenheimer & Co., Inc.","('NOW', '2019 q4')",0.0
17235,ORCL,2019 q4,4510,0.3761342152735188,Mr. Brian J. Schwartz,0.1178820512288955,male,"Oppenheimer & Co., Inc.","('ORCL', '2019 q4')",0.0
17236,PAYC,2019 q4,4510,0.6064454751704852,Mr. Brian J. Schwartz,0.2586466430395577,male,"Oppenheimer & Co., Inc.","('PAYC', '2019 q4')",0.0
17237,ADP,2019 q4,4510,0.5636486445880557,"Mr. David M. Togut, CFA",0.7280405854820249,male,EVERCORE ISI,"('ADP', '2019 q4')",0.03333333507180214
17238,CTSH,2019 q4,4510,0.6470224696865433,"Mr. David M. Togut, CFA",0.2077330883619703,male,EVERCORE ISI,"('CTSH', '2019 q4')",0.0
17239,FIS,2019 q4,4510,0.5362732434386588,"Mr. David M. Togut, CFA",0.3372811602977944,male,EVERCORE ISI,"('FIS', '2019 q4')",0.0
17240,FISV,2019 q4,4510,0.6599309701106792,"Mr. David M. Togut, CFA",0.2785290017468994,male,EVERCORE ISI,"('FISV', '2019 q4')",0.0
17241,FLT,2019 q4,4510,0.5176728201215586,"Mr. David M. Togut, CFA",0.2303684564821096,male,EVERCORE ISI,"('FLT', '2019 q4')",0.0
17242,GPN,2019 q4,4510,0.4454554239791262,"Mr. David M. Togut, CFA",0.1735496107006451,male,EVERCORE ISI,"('GPN', '2019 q4')",0.0
17243,JKHY,2019 q4,4510,0.7644034627713279,"Mr. David M. Togut, CFA",0.5437123363661622,male,EVERCORE ISI,"('JKHY', '2019 q4')",0.03333333507180214
17244,MA,2019 q4,4510,0.5078430343669006,"Mr. David M. Togut, CFA",0.4004699446229863,male,EVERCORE ISI,"('MA', '2019 q4')",0.0
17245,PAYX,2019 q4,4510,0.5321523884995152,"Mr. David M. Togut, CFA",0.269169465628286,male,EVERCORE ISI,"('PAYX', '2019 q4')",0.0
17246,PYPL,2019 q4,4510,0.5982794601522019,"Mr. David M. Togut, CFA",0.4354466167880684,male,EVERCORE ISI,"('PYPL', '2019 q4')",0.005350067280232906
17247,V,2019 q4,4510,0.6176296530773661,"Mr. David M. Togut, CFA",0.7194275591531977,male,EVERCORE ISI,"('V', '2019 q4')",0.0
17248,ADP,2019 q4,4510,0.5636486445880557,Mr. Samad S. Samana,0.2055433183263649,male,Jefferies,"('ADP', '2019 q4')",0.0
17249,NOW,2019 q4,4510,0.4215184078780092,Mr. Samad S. Samana,0.1390141667197488,male,Jefferies,"('NOW', '2019 q4')",0.0
17250,PAYX,2019 q4,4510,0.5321523884995152,Mr. Samad S. Samana,0.2720376528880724,male,Jefferies,"('PAYX', '2019 q4')",0.0
17251,ADP,2019 q4,4510,0.5636486445880557,Kevin D. McVeigh,0.4274491213684453,male,Credit Suisse,"('ADP', '2019 q4')",0.0
17252,PAYX,2019 q4,4510,0.5321523884995152,Kevin D. McVeigh,0.6821050502880263,male,Credit Suisse,"('PAYX', '2019 q4')",0.0
17253,ADP,2019 q4,4510,0.5636486445880557,Colin Plunkett,0.7691247023198385,male,"Morningstar, Inc.","('ADP', '2019 q4')",0.0
17254,ADS,2019 q4,4510,0.711987502503812,Colin Plunkett,0.6806028689129676,male,"Morningstar, Inc.","('ADS', '2019 q4')",0.0
17255,FIS,2019 q4,4510,0.5362732434386588,Colin Plunkett,0.6064693014017881,male,"Morningstar, Inc.","('FIS', '2019 q4')",0.0
17256,FISV,2019 q4,4510,0.6599309701106792,Colin Plunkett,0.6836466301612358,male,"Morningstar, Inc.","('FISV', '2019 q4')",0.0
17257,JKHY,2019 q4,4510,0.7644034627713279,Colin Plunkett,0.8073916521418109,male,"Morningstar, Inc.","('JKHY', '2019 q4')",0.0
17258,PAYX,2019 q4,4510,0.5321523884995152,Colin Plunkett,0.8352724779162096,male,"Morningstar, Inc.","('PAYX', '2019 q4')",0.0
17259,ADS,2019 q4,4510,0.711987502503812,Mr. Georgios Mihalos,0.5193971286068478,male,Cowen and Company,"('ADS', '2019 q4')",0.0
17260,FIS,2019 q4,4510,0.5362732434386588,Mr. Georgios Mihalos,0.6597185464291425,male,Cowen and Company,"('FIS', '2019 q4')",0.0
17261,GPN,2019 q4,4510,0.4454554239791262,Mr. Georgios Mihalos,0.6638177911129356,male,Cowen and Company,"('GPN', '2019 q4')",0.0
17262,MA,2019 q4,4510,0.5078430343669006,Mr. Georgios Mihalos,0.6006743524359939,male,Cowen and Company,"('MA', '2019 q4')",0.0
17263,PYPL,2019 q4,4510,0.5982794601522019,Mr. Georgios Mihalos,0.6513310876813667,male,Cowen and Company,"('PYPL', '2019 q4')",0.0
17264,V,2019 q4,4510,0.6176296530773661,Mr. Georgios Mihalos,0.5929341804570882,male,Cowen and Company,"('V', '2019 q4')",0.0
17265,ADS,2019 q4,4510,0.711987502503812,"Surinder Thind, CFA",0.5158187145729881,male,Jefferies,"('ADS', '2019 q4')",0.0
17266,CTSH,2019 q4,4510,0.6470224696865433,"Surinder Thind, CFA",0.2795533088906418,male,Jefferies,"('CTSH', '2019 q4')",0.0
17267,ADS,2019 q4,4510,0.711987502503812,"Andrew W. Jeffrey, CFA",0.2520675220749687,male,SunTrust Robinson Humphrey Capital Markets,"('ADS', '2019 q4')",0.0
17268,FLT,2019 q4,4510,0.5176728201215586,"Andrew W. Jeffrey, CFA",0.1552222865255615,male,SunTrust Robinson Humphrey Capital Markets,"('FLT', '2019 q4')",0.0
17269,MA,2019 q4,4510,0.5078430343669006,"Andrew W. Jeffrey, CFA",0.3887113701384254,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2019 q4')",0.0
17270,WU,2019 q4,4510,0.6383060205733735,"Andrew W. Jeffrey, CFA",0.250610038164933,male,SunTrust Robinson Humphrey Capital Markets,"('WU', '2019 q4')",0.0
17271,ADS,2019 q4,4510,0.711987502503812,David M. Scharf,0.3811413627931309,male,JMP Securities,"('ADS', '2019 q4')",0.031137607991695404
17272,ADS,2019 q4,4510,0.711987502503812,"Mr. John D. Kernan, CFA",0.5299818828622803,male,Cowen and Company,"('ADS', '2019 q4')",0.014541972428560257
17273,ADS,2019 q4,4510,0.711987502503812,Cowen Retail Team,0.8263803358556099,Not a person,Cowen and Company,"('ADS', '2019 q4')",0.0
17274,ADS,2019 q4,4510,0.711987502503812,Mr. Timothy W. Willi,0.26028142883801,male,"Wells Fargo Securities, LLC","('ADS', '2019 q4')",0.03328341245651245
17275,FLT,2019 q4,4510,0.5176728201215586,Mr. Timothy W. Willi,0.1607087741580796,male,"Wells Fargo Securities, LLC","('FLT', '2019 q4')",0.022877441719174385
17276,GPN,2019 q4,4510,0.4454554239791262,Mr. Timothy W. Willi,0.1001635425460716,male,"Wells Fargo Securities, LLC","('GPN', '2019 q4')",0.010379800572991371
17277,JKHY,2019 q4,4510,0.7644034627713279,Mr. Timothy W. Willi,0.5175595803284625,male,"Wells Fargo Securities, LLC","('JKHY', '2019 q4')",0.0
17278,PYPL,2019 q4,4510,0.5982794601522019,Mr. Timothy W. Willi,0.1646846177563402,male,"Wells Fargo Securities, LLC","('PYPL', '2019 q4')",0.0
17279,WU,2019 q4,4510,0.6383060205733735,Mr. Timothy W. Willi,0.3044947021775299,male,"Wells Fargo Securities, LLC","('WU', '2019 q4')",0.0
17280,ADS,2019 q4,4510,0.711987502503812,Mr. Ashish Sabadra,0.8852160170476571,male,Deutsche Bank,"('ADS', '2019 q4')",0.0
17281,ADS,2019 q4,4510,0.711987502503812,"Mr. Jason S. Deleeuw, CFA",0.344313346214759,male,Piper Sandler Companies,"('ADS', '2019 q4')",0.0
17282,GPN,2019 q4,4510,0.4454554239791262,"Mr. Jason S. Deleeuw, CFA",0.1660829001887114,male,Piper Sandler Companies,"('GPN', '2019 q4')",0.0
17283,MA,2019 q4,4510,0.5078430343669006,"Mr. Jason S. Deleeuw, CFA",0.1229408938889095,male,Piper Sandler Companies,"('MA', '2019 q4')",0.0
17284,PYPL,2019 q4,4510,0.5982794601522019,"Mr. Jason S. Deleeuw, CFA",0.3021298880304072,male,Piper Sandler Companies,"('PYPL', '2019 q4')",0.0
17285,ADS,2019 q4,4510,0.711987502503812,"Mr. Vincent A. Caintic, CFA",0.4524971048228504,male,Stephens Inc.,"('ADS', '2019 q4')",0.0
17286,ADS,2019 q4,4510,0.711987502503812,Mr. Robert P. Napoli,0.2500899523659881,male,William Blair & Company,"('ADS', '2019 q4')",0.0
17287,FLT,2019 q4,4510,0.5176728201215586,Mr. Robert P. Napoli,0.1505906862897434,male,William Blair & Company,"('FLT', '2019 q4')",0.0
17288,GPN,2019 q4,4510,0.4454554239791262,Mr. Robert P. Napoli,0.0945808229833523,male,William Blair & Company,"('GPN', '2019 q4')",0.0
17289,V,2019 q4,4510,0.6176296530773661,Mr. Robert P. Napoli,0.2478146042545152,male,William Blair & Company,"('V', '2019 q4')",0.0
17290,WU,2019 q4,4510,0.6383060205733735,Mr. Robert P. Napoli,0.2392705323274055,male,William Blair & Company,"('WU', '2019 q4')",0.0
17291,ADS,2019 q4,4510,0.711987502503812,SADIF Research,0.9692686257099334,Not a person,Sadif Analytics Prime,"('ADS', '2019 q4')",0.9530199766159058
17292,CTSH,2019 q4,4510,0.6470224696865433,SADIF Research,0.9918016927023996,Not a person,Sadif Analytics Prime,"('CTSH', '2019 q4')",0.9508461058139801
17293,FISV,2019 q4,4510,0.6599309701106792,SADIF Research,0.9809187927380004,Not a person,Sadif Analytics Prime,"('FISV', '2019 q4')",0.9500046372413635
17294,FLT,2019 q4,4510,0.5176728201215586,SADIF Research,0.9920278585928024,Not a person,Sadif Analytics Prime,"('FLT', '2019 q4')",0.9657036662101746
17295,IT,2019 q4,4510,0.7225483512644114,SADIF Research,0.9974587580367208,Not a person,Sadif Analytics Prime,"('IT', '2019 q4')",0.9505897760391235
17296,JKHY,2019 q4,4510,0.7644034627713279,SADIF Research,0.9429438962926552,Not a person,Sadif Analytics Prime,"('JKHY', '2019 q4')",0.9797210693359375
17297,ADSK,2019 q4,4510,0.4535620682144183,Mr. Steve R. Koenig,0.1743567198811934,male,Wedbush Securities Inc.,"('ADSK', '2019 q4')",0.0
17298,CRM,2019 q4,4510,0.6134393517209747,Mr. Steve R. Koenig,0.2665341392138564,male,Wedbush Securities Inc.,"('CRM', '2019 q4')",0.0
17299,ORCL,2019 q4,4510,0.3761342152735188,Mr. Steve R. Koenig,0.2031150262695191,male,Wedbush Securities Inc.,"('ORCL', '2019 q4')",0.013944346457719803
17300,ADSK,2019 q4,4510,0.4535620682144183,Mr. Andrew DeGasperi,0.3965023915063119,male,Berenberg,"('ADSK', '2019 q4')",0.0
17301,ADSK,2019 q4,4510,0.4535620682144183,Mr. Dan Romanoff,0.7479319500650743,male,"Morningstar, Inc.","('ADSK', '2019 q4')",0.0
17302,CRM,2019 q4,4510,0.6134393517209747,Mr. Dan Romanoff,0.7903483489040448,male,"Morningstar, Inc.","('CRM', '2019 q4')",0.0
17303,CTXS,2019 q4,4510,0.5098239868147834,Mr. Dan Romanoff,0.4594498576937351,male,"Morningstar, Inc.","('CTXS', '2019 q4')",0.0
17304,MSFT,2019 q4,4510,0.5331028525320669,Mr. Dan Romanoff,0.4272660036467636,male,"Morningstar, Inc.","('MSFT', '2019 q4')",0.0
17305,NOW,2019 q4,4510,0.4215184078780092,Mr. Dan Romanoff,0.446645830349179,male,"Morningstar, Inc.","('NOW', '2019 q4')",0.011111111690600714
17306,ADSK,2019 q4,4510,0.4535620682144183,Ken Talanian,0.15612374497334,male,EVERCORE ISI,"('ADSK', '2019 q4')",0.0
17307,AKAM,2019 q4,4510,0.5421914196003594,Ken Talanian,0.2229484552800642,male,EVERCORE ISI,"('AKAM', '2019 q4')",0.0
17308,FTNT,2019 q4,4510,0.4665856920151907,Ken Talanian,0.3296387958053312,male,EVERCORE ISI,"('FTNT', '2019 q4')",0.0
17309,ADSK,2019 q4,4510,0.4535620682144183,Mr. Matthew G. Hedberg,0.13694819375529,male,RBC Capital Markets,"('ADSK', '2019 q4')",0.03521493077278137
17310,AKAM,2019 q4,4510,0.5421914196003594,Mr. Matthew Dolgin,0.7301326594762888,male,"Morningstar, Inc.","('AKAM', '2019 q4')",0.0
17311,AKAM,2019 q4,4510,0.5421914196003594,Mr. James E. Fish,0.2476558473116213,male,Piper Sandler Companies,"('AKAM', '2019 q4')",0.0
17312,AKAM,2019 q4,4510,0.5421914196003594,"Shebly Seyrafi, CFA",0.5461058262760683,male,FBN Securities,"('AKAM', '2019 q4')",0.03333333507180214
17313,FTNT,2019 q4,4510,0.4665856920151907,"Shebly Seyrafi, CFA",0.3319444544097159,male,FBN Securities,"('FTNT', '2019 q4')",0.01666666753590107
17314,AKAM,2019 q4,4510,0.5421914196003594,Mr. Mark S. Mahaney,0.2358161232531092,male,RBC Capital Markets,"('AKAM', '2019 q4')",0.0
17315,AKAM,2019 q4,4510,0.5421914196003594,Robert Gutman,0.254686035091197,male,Guggenheim Securities LLC,"('AKAM', '2019 q4')",0.0
17316,AKAM,2019 q4,4510,0.5421914196003594,"Mr. Jeff L. Van Rhee, CFA",0.2582344007681381,male,Craig Hallum,"('AKAM', '2019 q4')",0.0
17317,AKAM,2019 q4,4510,0.5421914196003594,Greg P Miller,0.2267587121747504,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2019 q4')",0.0
17318,CDNS,2019 q4,4510,0.3541435455348517,Mr. Mitch T. Steves,0.2917901949411148,male,RBC Capital Markets,"('CDNS', '2019 q4')",0.0
17319,SNPS,2019 q4,4510,0.5840710923292983,Mr. Mitch T. Steves,0.3750737401506991,male,RBC Capital Markets,"('SNPS', '2019 q4')",0.01528462441638112
17320,CDNS,2019 q4,4510,0.3541435455348517,Mr. Adam Gonzalez,0.3808155921639917,male,BofA Global Research,"('CDNS', '2019 q4')",0.0
17321,SNPS,2019 q4,4510,0.5840710923292983,Mr. Adam Gonzalez,0.502362733885441,male,BofA Global Research,"('SNPS', '2019 q4')",0.0
17322,CDNS,2019 q4,4510,0.3541435455348517,Mr. Joshua Tilton,0.3226819457103508,male,Berenberg,"('CDNS', '2019 q4')",0.0
17323,SNPS,2019 q4,4510,0.5840710923292983,Mr. Joshua Tilton,0.360111718251772,male,Berenberg,"('SNPS', '2019 q4')",0.0
17324,CRM,2019 q4,4510,0.6134393517209747,Karl E. Keirstead,0.9495359650730456,male,Deutsche Bank,"('CRM', '2019 q4')",0.0
17325,CTXS,2019 q4,4510,0.5098239868147834,Karl E. Keirstead,0.8301601713869428,male,Deutsche Bank,"('CTXS', '2019 q4')",0.0
17326,MSFT,2019 q4,4510,0.5331028525320669,Karl E. Keirstead,0.7506024647421693,male,Deutsche Bank,"('MSFT', '2019 q4')",0.0
17327,NOW,2019 q4,4510,0.4215184078780092,Karl E. Keirstead,0.7929273749953913,male,Deutsche Bank,"('NOW', '2019 q4')",0.0
17328,CRM,2019 q4,4510,0.6134393517209747,Terry Tillman,0.11132043681223,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2019 q4')",0.0
17329,CRM,2019 q4,4510,0.6134393517209747,Mr. Stefan J. Slowinski,0.4064830443812953,male,Exane BNP Paribas,"('CRM', '2019 q4')",0.0
17330,CRM,2019 q4,4510,0.6134393517209747,"Kirk Materne, CFA",0.5674666345802777,male,EVERCORE ISI,"('CRM', '2019 q4')",0.03333333507180214
17331,NOW,2019 q4,4510,0.4215184078780092,"Kirk Materne, CFA",0.1558323111465141,male,EVERCORE ISI,"('NOW', '2019 q4')",0.0
17332,ORCL,2019 q4,4510,0.3761342152735188,"Kirk Materne, CFA",0.0926263621509623,male,EVERCORE ISI,"('ORCL', '2019 q4')",0.0
17333,CRM,2019 q4,4510,0.6134393517209747,Mr. Theodore R. O'Neill,0.5634642815865605,male,"Litchfield Hills Research, LLC","('CRM', '2019 q4')",0.0
17334,CTSH,2019 q4,4510,0.6470224696865433,Mr. Rishit Parikh,0.1759622495169848,male,Nomura,"('CTSH', '2019 q4')",0.0
17335,CTSH,2019 q4,4510,0.6470224696865433,Brian Colello,0.6273178405379768,male,"Morningstar, Inc.","('CTSH', '2019 q4')",0.0
17336,CTSH,2019 q4,4510,0.6470224696865433,"Glenn E. Greene, CFA",0.1816432534222697,male,"Oppenheimer & Co., Inc.","('CTSH', '2019 q4')",0.0
17337,FIS,2019 q4,4510,0.5362732434386588,"Glenn E. Greene, CFA",0.2406372177799276,male,"Oppenheimer & Co., Inc.","('FIS', '2019 q4')",0.0
17338,FISV,2019 q4,4510,0.6599309701106792,"Glenn E. Greene, CFA",0.2339483510614093,male,"Oppenheimer & Co., Inc.","('FISV', '2019 q4')",0.0
17339,FLT,2019 q4,4510,0.5176728201215586,"Glenn E. Greene, CFA",0.1600572487795361,male,"Oppenheimer & Co., Inc.","('FLT', '2019 q4')",0.0
17340,GPN,2019 q4,4510,0.4454554239791262,"Glenn E. Greene, CFA",0.0877638849112581,male,"Oppenheimer & Co., Inc.","('GPN', '2019 q4')",0.0
17341,JKHY,2019 q4,4510,0.7644034627713279,"Glenn E. Greene, CFA",0.6052090679846013,male,"Oppenheimer & Co., Inc.","('JKHY', '2019 q4')",0.01666666753590107
17342,MA,2019 q4,4510,0.5078430343669006,"Glenn E. Greene, CFA",0.1305325178372699,male,"Oppenheimer & Co., Inc.","('MA', '2019 q4')",0.0
17343,V,2019 q4,4510,0.6176296530773661,"Glenn E. Greene, CFA",0.1833383667421824,male,"Oppenheimer & Co., Inc.","('V', '2019 q4')",0.0
17344,CTXS,2019 q4,4510,0.5098239868147834,"Raimo Lenschow, CFA",0.5907998356462129,male,Barclays,"('CTXS', '2019 q4')",0.0
17345,INTU,2019 q4,4510,0.872155258986913,"Raimo Lenschow, CFA",0.8265050579339267,male,Barclays,"('INTU', '2019 q4')",0.0
17346,MSFT,2019 q4,4510,0.5331028525320669,"Raimo Lenschow, CFA",0.2088972197929463,male,Barclays,"('MSFT', '2019 q4')",0.0
17347,NOW,2019 q4,4510,0.4215184078780092,"Raimo Lenschow, CFA",0.5733784130879414,male,Barclays,"('NOW', '2019 q4')",0.0
17348,ORCL,2019 q4,4510,0.3761342152735188,"Raimo Lenschow, CFA",0.3213668236767896,male,Barclays,"('ORCL', '2019 q4')",0.0
17349,PAYC,2019 q4,4510,0.6064454751704852,"Raimo Lenschow, CFA",0.6709749618129286,male,Barclays,"('PAYC', '2019 q4')",0.01588311977684498
17350,CTXS,2019 q4,4510,0.5098239868147834,"Mr. Jason N. Ader, CFA",0.218242813216038,male,William Blair & Company,"('CTXS', '2019 q4')",0.0
17351,CTXS,2019 q4,4510,0.5098239868147834,Mr. Ittai Kidron,0.149614717260936,male,"Oppenheimer & Co., Inc.","('CTXS', '2019 q4')",0.0
17352,CTXS,2019 q4,4510,0.5098239868147834,"Nikolay Beliov, CFA",0.340699338476814,male,BofA Global Research,"('CTXS', '2019 q4')",0.0
17353,DXC,2019 q4,4510,0.788190972807707,Mr. Andrew Lange,0.9863814274627476,male,"Morningstar, Inc.","('DXC', '2019 q4')",0.0
17354,DXC,2019 q4,4510,0.788190972807707,Mr. Rayna Kumar,0.7318914009047993,male,EVERCORE ISI,"('DXC', '2019 q4')",0.0
17355,FIS,2019 q4,4510,0.5362732434386588,"Mr. Chris Shutler, CFA",0.1499797658226228,male,William Blair & Company,"('FIS', '2019 q4')",0.0
17356,FIS,2019 q4,4510,0.5362732434386588,Mr. James E. Faucette,0.364279721908176,male,Morgan Stanley,"('FIS', '2019 q4')",0.0
17357,MA,2019 q4,4510,0.5078430343669006,Mr. James E. Faucette,0.1860939762364215,male,Morgan Stanley,"('MA', '2019 q4')",0.0
17358,PYPL,2019 q4,4510,0.5982794601522019,Mr. James E. Faucette,0.6467596013307325,male,Morgan Stanley,"('PYPL', '2019 q4')",0.03333333507180214
17359,V,2019 q4,4510,0.6176296530773661,Mr. James E. Faucette,0.2215613463360043,male,Morgan Stanley,"('V', '2019 q4')",0.0
17360,WU,2019 q4,4510,0.6383060205733735,Mr. James E. Faucette,0.2716806873541492,male,Morgan Stanley,"('WU', '2019 q4')",0.0
17361,FIS,2019 q4,4510,0.5362732434386588,Kartik Mehta,0.2380905990924706,male,Northcoast Research,"('FIS', '2019 q4')",0.0
17362,FISV,2019 q4,4510,0.6599309701106792,Kartik Mehta,0.3637518761231421,male,Northcoast Research,"('FISV', '2019 q4')",0.02317468449473381
17363,GPN,2019 q4,4510,0.4454554239791262,Kartik Mehta,0.1200081367154025,male,Northcoast Research,"('GPN', '2019 q4')",0.0
17364,PAYX,2019 q4,4510,0.5321523884995152,Kartik Mehta,0.2057237958183522,male,Northcoast Research,"('PAYX', '2019 q4')",0.05946861580014229
17365,WU,2019 q4,4510,0.6383060205733735,Kartik Mehta,0.3498940899916131,male,Northcoast Research,"('WU', '2019 q4')",0.0
17366,FIS,2019 q4,4510,0.5362732434386588,Mr. Jeff Cantwell,0.4335758845906652,male,Guggenheim Securities LLC,"('FIS', '2019 q4')",0.0
17367,FISV,2019 q4,4510,0.6599309701106792,Mr. Jeff Cantwell,0.4575611799259276,male,Guggenheim Securities LLC,"('FISV', '2019 q4')",0.0
17368,GPN,2019 q4,4510,0.4454554239791262,Mr. Jeff Cantwell,0.3301393400472861,male,Guggenheim Securities LLC,"('GPN', '2019 q4')",0.0
17369,MA,2019 q4,4510,0.5078430343669006,Mr. Jeff Cantwell,0.1488918920617187,male,Guggenheim Securities LLC,"('MA', '2019 q4')",0.0
17370,WU,2019 q4,4510,0.6383060205733735,Mr. Jeff Cantwell,0.3414721656175662,male,Guggenheim Securities LLC,"('WU', '2019 q4')",0.021284671500325203
17371,FIS,2019 q4,4510,0.5362732434386588,"Mr. Joseph A. Vafi, CFA, CFA",0.1611433765632014,male,Canaccord Genuity,"('FIS', '2019 q4')",0.0
17372,FISV,2019 q4,4510,0.6599309701106792,"Mr. Joseph A. Vafi, CFA, CFA",0.1671977061431087,male,Canaccord Genuity,"('FISV', '2019 q4')",0.0
17373,PYPL,2019 q4,4510,0.5982794601522019,"Mr. Joseph A. Vafi, CFA, CFA",0.1485368991870703,male,Canaccord Genuity,"('PYPL', '2019 q4')",0.011290205642580986
17374,FLT,2019 q4,4510,0.5176728201215586,Mr. Ryan A. Cary,0.6840847017794212,male,BofA Global Research,"('FLT', '2019 q4')",0.020359773188829422
17375,FLT,2019 q4,4510,0.5176728201215586,Mr. Trevor Williams,0.5296822207418685,male,Jefferies,"('FLT', '2019 q4')",0.0
17376,GPN,2019 q4,4510,0.4454554239791262,Mr. Trevor Williams,0.1380999190314473,male,Jefferies,"('GPN', '2019 q4')",0.0
17377,PYPL,2019 q4,4510,0.5982794601522019,Mr. Trevor Williams,0.3625918080265228,male,Jefferies,"('PYPL', '2019 q4')",0.0
17378,FLT,2019 q4,4510,0.5176728201215586,Mr. Steven Wald,0.3434259460984243,male,Morgan Stanley,"('FLT', '2019 q4')",0.0
17379,PAYX,2019 q4,4510,0.5321523884995152,Mr. Steven Wald,0.3975114681374587,male,Morgan Stanley,"('PAYX', '2019 q4')",0.0
17380,FTNT,2019 q4,4510,0.4665856920151907,Mark Cash,0.387919115269367,male,"Morningstar, Inc.","('FTNT', '2019 q4')",0.0
17381,IBM,2019 q4,4510,0.5550593311726943,Mark Cash,0.6569422161818773,male,"Morningstar, Inc.","('IBM', '2019 q4')",0.0
17382,NLOK,2019 q4,4510,0.6630480081302434,Mark Cash,0.7017670193152309,male,"Morningstar, Inc.","('NLOK', '2019 q4')",0.0
17383,FTNT,2019 q4,4510,0.4665856920151907,Mr. Imtiaz Koujalgi,0.2462752220154644,male,Guggenheim Securities LLC,"('FTNT', '2019 q4')",0.0
17384,FTNT,2019 q4,4510,0.4665856920151907,Mr. Tal Liani,0.1049489406186939,male,BofA Global Research,"('FTNT', '2019 q4')",0.0
17385,FTNT,2019 q4,4510,0.4665856920151907,Shaul Eyal,0.1013379743989921,male,"Oppenheimer & Co., Inc.","('FTNT', '2019 q4')",0.011777173727750778
17386,FTNT,2019 q4,4510,0.4665856920151907,Dan Bergstrom,0.1268454998329685,male,RBC Capital Markets,"('FTNT', '2019 q4')",0.00614030659198761
17387,FTNT,2019 q4,4510,0.4665856920151907,Mr. Robbie D. Owens,0.2852270490284959,male,Piper Sandler Companies,"('FTNT', '2019 q4')",0.0
17388,FTNT,2019 q4,4510,0.4665856920151907,Mr. Nicholas Yako,0.0863989397646717,male,Cowen and Company,"('FTNT', '2019 q4')",0.0
17389,MSFT,2019 q4,4510,0.5331028525320669,Mr. Nicholas Yako,0.1205134026947129,male,Cowen and Company,"('MSFT', '2019 q4')",0.0
17390,FTNT,2019 q4,4510,0.4665856920151907,Ms. Melissa A. Franchi,0.1986474029514331,female,Morgan Stanley,"('FTNT', '2019 q4')",0.0
17391,FTNT,2019 q4,4510,0.4665856920151907,Mr. Keith Snyder,0.4337727414747145,male,CFRA Equity Research,"('FTNT', '2019 q4')",0.0
17392,NLOK,2019 q4,4510,0.6630480081302434,Mr. Keith Snyder,0.7975909662934347,male,CFRA Equity Research,"('NLOK', '2019 q4')",0.002490791492164135
17393,FTNT,2019 q4,4510,0.4665856920151907,Ms. Catharine A. Trebnick,0.1161653825803901,female,Colliers Securities,"('FTNT', '2019 q4')",0.0
17394,FTNT,2019 q4,4510,0.4665856920151907,"Mr. Gray W. Powell, CFA",0.9172629838568124,male,Deutsche Bank,"('FTNT', '2019 q4')",0.0
17395,GPN,2019 q4,4510,0.4454554239791262,Mr. Brett Horn,0.8763242252366643,male,"Morningstar, Inc.","('GPN', '2019 q4')",0.0
17396,MA,2019 q4,4510,0.5078430343669006,Mr. Brett Horn,0.6580530512615834,male,"Morningstar, Inc.","('MA', '2019 q4')",0.0
17397,PYPL,2019 q4,4510,0.5982794601522019,Mr. Brett Horn,0.611333033030994,male,"Morningstar, Inc.","('PYPL', '2019 q4')",0.0
17398,V,2019 q4,4510,0.6176296530773661,Mr. Brett Horn,0.6506777800143453,male,"Morningstar, Inc.","('V', '2019 q4')",0.0
17399,WU,2019 q4,4510,0.6383060205733735,Mr. Brett Horn,0.6597651077277648,male,"Morningstar, Inc.","('WU', '2019 q4')",0.0
17400,IBM,2019 q4,4510,0.5550593311726943,Wamsi Mohan,0.2396667851368779,male,BofA Global Research,"('IBM', '2019 q4')",0.0
17401,IBM,2019 q4,4510,0.5550593311726943,Mr. Matthew N. Cabral,0.2487586728718095,male,Credit Suisse,"('IBM', '2019 q4')",0.0
17402,IBM,2019 q4,4510,0.5550593311726943,Ms. Katy L. Huberty,0.1885641808602197,female,Morgan Stanley,"('IBM', '2019 q4')",0.0
17403,IBM,2019 q4,4510,0.5550593311726943,Mr. Andrew Vadheim,0.2946608651166154,male,Wolfe Research,"('IBM', '2019 q4')",0.0
17404,IBM,2019 q4,4510,0.5550593311726943,Moshe Katri,0.3057473444286727,male,Wedbush Securities Inc.,"('IBM', '2019 q4')",0.0
17405,INTU,2019 q4,4510,0.872155258986913,Mr. John Barrett,0.9108278246647245,male,"Morningstar, Inc.","('INTU', '2019 q4')",0.0
17406,ORCL,2019 q4,4510,0.3761342152735188,Mr. John Barrett,0.5986551494300137,male,"Morningstar, Inc.","('ORCL', '2019 q4')",0.0
17407,PAYC,2019 q4,4510,0.6064454751704852,Mr. John Barrett,0.8661902031613187,male,"Morningstar, Inc.","('PAYC', '2019 q4')",0.0
17408,VRSN,2019 q4,4510,0.9397720296495892,Mr. John Barrett,0.9397720296495892,male,"Morningstar, Inc.","('VRSN', '2019 q4')",0.0
17409,IT,2019 q4,4510,0.7225483512644114,"Mr. Gary E. Bisbee, CFA",0.4575522909836164,male,BofA Global Research,"('IT', '2019 q4')",0.0
17410,IT,2019 q4,4510,0.7225483512644114,"Mr. William A. Warmington, Jr",0.4872394187020706,male,"Wells Fargo Securities, LLC","('IT', '2019 q4')",0.0
17411,IT,2019 q4,4510,0.7225483512644114,Manav S. Patnaik,0.5487282810205953,male,Barclays,"('IT', '2019 q4')",0.0
17412,MA,2019 q4,4510,0.5078430343669006,"Mr. Christopher R. Donat, CFA",0.1549799973913607,male,Sandler O'Neill & Partners,"('MA', '2019 q4')",0.0
17413,V,2019 q4,4510,0.6176296530773661,"Mr. Christopher R. Donat, CFA",0.3204603331483977,male,Sandler O'Neill & Partners,"('V', '2019 q4')",0.0
17414,MA,2019 q4,4510,0.5078430343669006,Mr. Moshe Orenbuch,0.1567060088909374,male,Credit Suisse,"('MA', '2019 q4')",0.0
17415,MA,2019 q4,4510,0.5078430343669006,Chris Kuiper,0.5541757954335762,male,CFRA Equity Research,"('MA', '2019 q4')",0.0
17416,PYPL,2019 q4,4510,0.5982794601522019,Chris Kuiper,0.5242491860346993,male,CFRA Equity Research,"('PYPL', '2019 q4')",0.0
17417,V,2019 q4,4510,0.6176296530773661,Chris Kuiper,0.4824134311762954,male,CFRA Equity Research,"('V', '2019 q4')",0.0
17418,WU,2019 q4,4510,0.6383060205733735,Chris Kuiper,0.5517406401381044,male,CFRA Equity Research,"('WU', '2019 q4')",0.0
17419,MSFT,2019 q4,4510,0.5331028525320669,"David P. Nicoski, CMT",0.9042540731623644,male,Vermilion Technical Research,"('MSFT', '2019 q4')",0.18415256217122078
17420,MSFT,2019 q4,4510,0.5331028525320669,Mr. Ravindra kulkarni,0.4285786617923621,male,Crispidea,"('MSFT', '2019 q4')",0.0
17421,NOW,2019 q4,4510,0.4215184078780092,"Mr. Joel P. Fishbein, Jr",0.3243644491828181,male,SunTrust Robinson Humphrey Capital Markets,"('NOW', '2019 q4')",0.0
17422,NOW,2019 q4,4510,0.4215184078780092,Mr. Jonathan Kees,0.1259887671671608,male,Summit Insights Group,"('NOW', '2019 q4')",0.014269714243710041
17423,NOW,2019 q4,4510,0.4215184078780092,Mr. Ed A. Parker,0.0674132229720259,male,BTIG,"('NOW', '2019 q4')",0.02045539766550064
17424,PAYC,2019 q4,4510,0.6064454751704852,Mr. David E. Hynes Jr.,0.4090309499762801,male,Canaccord Genuity,"('PAYC', '2019 q4')",0.03547673299908638
17425,PAYX,2019 q4,4510,0.5321523884995152,Mr. Nandan G. Amladi,0.2270056362313725,male,Guggenheim Securities LLC,"('PAYX', '2019 q4')",0.0
17426,PYPL,2019 q4,4510,0.5982794601522019,Bradley A. Berning,0.1887878676209863,male,Craig Hallum,"('PYPL', '2019 q4')",0.013724415563046932
17427,PYPL,2019 q4,4510,0.5982794601522019,Mr. Mark Palmer,0.2839764049513615,male,BTIG,"('PYPL', '2019 q4')",0.0
17428,WU,2019 q4,4510,0.6383060205733735,Mr. Mark Palmer,0.229332342035765,male,BTIG,"('WU', '2019 q4')",0.0
17429,SNPS,2019 q4,4510,0.5840710923292983,Mr. Abhinav Davuluri,0.6243276114459763,male,"Morningstar, Inc.","('SNPS', '2019 q4')",0.0
17430,WU,2019 q4,4510,0.6383060205733735,Mr. Christopher A. Jacobson,0.6851504182076135,male,Susquehanna Financial Group LLLP,"('WU', '2019 q4')",0.1501256413757801
17431,ACN,2020 q1,4510,0.754160814308316,"Daniel R. Perlin, CFA",0.2301676451004999,male,RBC Capital Markets,"('ACN', '2020 q1')",0.0
17432,ADS,2020 q1,4510,0.6855952972138126,"Daniel R. Perlin, CFA",0.5576889582374063,male,RBC Capital Markets,"('ADS', '2020 q1')",0.02727441117167473
17433,CTSH,2020 q1,4510,0.5680263138042204,"Daniel R. Perlin, CFA",0.1573358426290488,male,RBC Capital Markets,"('CTSH', '2020 q1')",0.0
17434,DXC,2020 q1,4510,0.8117286967366107,"Daniel R. Perlin, CFA",0.5464746103743681,male,RBC Capital Markets,"('DXC', '2020 q1')",0.0
17435,FIS,2020 q1,4510,0.4946574598797114,"Daniel R. Perlin, CFA",0.2135884628257279,male,RBC Capital Markets,"('FIS', '2020 q1')",0.022222223381201427
17436,FISV,2020 q1,4510,0.5908225034541654,"Daniel R. Perlin, CFA",0.1186661306244824,male,RBC Capital Markets,"('FISV', '2020 q1')",0.0
17437,FLT,2020 q1,4510,0.4438174158487212,"Daniel R. Perlin, CFA",0.1011451268077522,male,RBC Capital Markets,"('FLT', '2020 q1')",0.0
17438,GPN,2020 q1,4510,0.6267847181736447,"Daniel R. Perlin, CFA",0.321760432374016,male,RBC Capital Markets,"('GPN', '2020 q1')",0.01666666753590107
17439,JKHY,2020 q1,4510,0.521507089576619,"Daniel R. Perlin, CFA",0.560750170476464,male,RBC Capital Markets,"('JKHY', '2020 q1')",0.0
17440,MA,2020 q1,4510,0.5571056214480545,"Daniel R. Perlin, CFA",0.1288920184927537,male,RBC Capital Markets,"('MA', '2020 q1')",0.005803610198199749
17441,PYPL,2020 q1,4510,0.4753199958307553,"Daniel R. Perlin, CFA",0.2149931500602587,male,RBC Capital Markets,"('PYPL', '2020 q1')",0.0
17442,V,2020 q1,4510,0.5959802259320347,"Daniel R. Perlin, CFA",0.2452825226915821,male,RBC Capital Markets,"('V', '2020 q1')",0.0
17443,WU,2020 q1,4510,0.6931059828225714,"Daniel R. Perlin, CFA",0.4395512833521586,male,RBC Capital Markets,"('WU', '2020 q1')",0.0
17444,ACN,2020 q1,4510,0.754160814308316,Mr. Bryan Bergin,0.4896721850363444,male,Cowen and Company,"('ACN', '2020 q1')",0.0
17445,ADP,2020 q1,4510,0.6960895167554331,Mr. Bryan Bergin,0.2754302340167465,male,Cowen and Company,"('ADP', '2020 q1')",0.0
17446,CTSH,2020 q1,4510,0.5680263138042204,Mr. Bryan Bergin,0.1058649271310297,male,Cowen and Company,"('CTSH', '2020 q1')",0.0
17447,DXC,2020 q1,4510,0.8117286967366107,Mr. Bryan Bergin,0.6365322023074612,male,Cowen and Company,"('DXC', '2020 q1')",0.0
17448,PAYX,2020 q1,4510,0.711213949279772,Mr. Bryan Bergin,0.337275036333286,male,Cowen and Company,"('PAYX', '2020 q1')",0.0
17449,ACN,2020 q1,4510,0.754160814308316,Richard Nguyen,0.7069004203900933,male,Societe Generale,"('ACN', '2020 q1')",0.0
17450,CRM,2020 q1,4510,0.505135319477604,Richard Nguyen,0.3812615512310249,male,Societe Generale,"('CRM', '2020 q1')",0.0
17451,CTSH,2020 q1,4510,0.5680263138042204,Richard Nguyen,0.7303148887609224,male,Societe Generale,"('CTSH', '2020 q1')",0.0
17452,IBM,2020 q1,4510,0.6334760014941974,Richard Nguyen,0.4965576196577533,male,Societe Generale,"('IBM', '2020 q1')",0.002552206162363291
17453,ORCL,2020 q1,4510,0.5722192785526663,Richard Nguyen,0.7295150797264015,male,Societe Generale,"('ORCL', '2020 q1')",0.01666666753590107
17454,ACN,2020 q1,4510,0.754160814308316,SADIF Research,0.9905012090355598,Not a person,Sadif Analytics Prime,"('ACN', '2020 q1')",0.9442698955535889
17455,AKAM,2020 q1,4510,0.6316699440254221,SADIF Research,0.9581726900315112,Not a person,Sadif Analytics Prime,"('AKAM', '2020 q1')",0.9731326699256897
17456,CTXS,2020 q1,4510,0.6101821014708453,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CTXS', '2020 q1')",0.9625693559646606
17457,GPN,2020 q1,4510,0.6267847181736447,SADIF Research,0.9864105432682824,Not a person,Sadif Analytics Prime,"('GPN', '2020 q1')",0.961669921875
17458,IBM,2020 q1,4510,0.6334760014941974,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('IBM', '2020 q1')",0.9641562104225159
17459,ORCL,2020 q1,4510,0.5722192785526663,SADIF Research,0.957228524771322,Not a person,Sadif Analytics Prime,"('ORCL', '2020 q1')",0.9365136623382568
17460,VRSN,2020 q1,4510,0.9817485202837032,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VRSN', '2020 q1')",0.9784653186798096
17461,ACN,2020 q1,4510,0.754160814308316,Mr. James E. Faucette,0.4293671187241808,male,Morgan Stanley,"('ACN', '2020 q1')",0.0
17462,CTSH,2020 q1,4510,0.5680263138042204,Mr. James E. Faucette,0.5293137131601794,male,Morgan Stanley,"('CTSH', '2020 q1')",0.0
17463,DXC,2020 q1,4510,0.8117286967366107,Mr. James E. Faucette,0.6481031092204091,male,Morgan Stanley,"('DXC', '2020 q1')",0.0
17464,FIS,2020 q1,4510,0.4946574598797114,Mr. James E. Faucette,0.2943638201258214,male,Morgan Stanley,"('FIS', '2020 q1')",0.0
17465,FISV,2020 q1,4510,0.5908225034541654,Mr. James E. Faucette,0.5785264261847025,male,Morgan Stanley,"('FISV', '2020 q1')",0.0
17466,MA,2020 q1,4510,0.5571056214480545,Mr. James E. Faucette,0.2863748759659998,male,Morgan Stanley,"('MA', '2020 q1')",0.0
17467,PYPL,2020 q1,4510,0.4753199958307553,Mr. James E. Faucette,0.170733922517634,male,Morgan Stanley,"('PYPL', '2020 q1')",0.0
17468,V,2020 q1,4510,0.5959802259320347,Mr. James E. Faucette,0.2169426733458717,male,Morgan Stanley,"('V', '2020 q1')",0.0
17469,WU,2020 q1,4510,0.6931059828225714,Mr. James E. Faucette,0.342834917193543,male,Morgan Stanley,"('WU', '2020 q1')",0.0
17470,ACN,2020 q1,4510,0.754160814308316,Mr. Darrin D. Peller,0.3256893263948023,male,Wolfe Research,"('ACN', '2020 q1')",0.0
17471,ADS,2020 q1,4510,0.6855952972138126,Mr. Darrin D. Peller,0.3646357345610639,male,Wolfe Research,"('ADS', '2020 q1')",0.03981512412428856
17472,CTSH,2020 q1,4510,0.5680263138042204,Mr. Darrin D. Peller,0.2115215094488669,male,Wolfe Research,"('CTSH', '2020 q1')",0.0
17473,FIS,2020 q1,4510,0.4946574598797114,Mr. Darrin D. Peller,0.2314210946086921,male,Wolfe Research,"('FIS', '2020 q1')",0.0
17474,FISV,2020 q1,4510,0.5908225034541654,Mr. Darrin D. Peller,0.2918513784965751,male,Wolfe Research,"('FISV', '2020 q1')",0.0
17475,FLT,2020 q1,4510,0.4438174158487212,Mr. Darrin D. Peller,0.1305967292326451,male,Wolfe Research,"('FLT', '2020 q1')",0.0
17476,GPN,2020 q1,4510,0.6267847181736447,Mr. Darrin D. Peller,0.2595144470159771,male,Wolfe Research,"('GPN', '2020 q1')",0.0
17477,MA,2020 q1,4510,0.5571056214480545,Mr. Darrin D. Peller,0.1884057718639033,male,Wolfe Research,"('MA', '2020 q1')",0.0
17478,PAYX,2020 q1,4510,0.711213949279772,Mr. Darrin D. Peller,0.4171196327701803,male,Wolfe Research,"('PAYX', '2020 q1')",0.0
17479,PYPL,2020 q1,4510,0.4753199958307553,Mr. Darrin D. Peller,0.1242937487032736,male,Wolfe Research,"('PYPL', '2020 q1')",0.0
17480,WU,2020 q1,4510,0.6931059828225714,Mr. Darrin D. Peller,0.418514579394841,male,Wolfe Research,"('WU', '2020 q1')",0.0
17481,ACN,2020 q1,4510,0.754160814308316,"Mr. David M. Togut, CFA",0.2867496863140816,male,EVERCORE ISI,"('ACN', '2020 q1')",0.022222223381201427
17482,ADP,2020 q1,4510,0.6960895167554331,"Mr. David M. Togut, CFA",0.4988422353454891,male,EVERCORE ISI,"('ADP', '2020 q1')",0.017314861218134563
17483,CTSH,2020 q1,4510,0.5680263138042204,"Mr. David M. Togut, CFA",0.1715954158953203,male,EVERCORE ISI,"('CTSH', '2020 q1')",0.0
17484,FIS,2020 q1,4510,0.4946574598797114,"Mr. David M. Togut, CFA",0.2144446069390133,male,EVERCORE ISI,"('FIS', '2020 q1')",0.0
17485,FISV,2020 q1,4510,0.5908225034541654,"Mr. David M. Togut, CFA",0.1869331908146402,male,EVERCORE ISI,"('FISV', '2020 q1')",0.0
17486,FLT,2020 q1,4510,0.4438174158487212,"Mr. David M. Togut, CFA",0.6876210186439298,male,EVERCORE ISI,"('FLT', '2020 q1')",0.03333333507180214
17487,GPN,2020 q1,4510,0.6267847181736447,"Mr. David M. Togut, CFA",0.3327396452532352,male,EVERCORE ISI,"('GPN', '2020 q1')",0.0
17488,JKHY,2020 q1,4510,0.521507089576619,"Mr. David M. Togut, CFA",0.2430697187262123,male,EVERCORE ISI,"('JKHY', '2020 q1')",0.03333333507180214
17489,MA,2020 q1,4510,0.5571056214480545,"Mr. David M. Togut, CFA",0.3212514083212583,male,EVERCORE ISI,"('MA', '2020 q1')",0.0
17490,PAYX,2020 q1,4510,0.711213949279772,"Mr. David M. Togut, CFA",0.6127686091857961,male,EVERCORE ISI,"('PAYX', '2020 q1')",0.0
17491,PYPL,2020 q1,4510,0.4753199958307553,"Mr. David M. Togut, CFA",0.323806213295927,male,EVERCORE ISI,"('PYPL', '2020 q1')",0.0
17492,V,2020 q1,4510,0.5959802259320347,"Mr. David M. Togut, CFA",0.4866132984383569,male,EVERCORE ISI,"('V', '2020 q1')",0.01666666753590107
17493,ACN,2020 q1,4510,0.754160814308316,Julie Bhusal Sharma,0.7624890901318248,female,"Morningstar, Inc.","('ACN', '2020 q1')",0.0
17494,ADSK,2020 q1,4510,0.5945831031572557,Julie Bhusal Sharma,0.6903184008215102,female,"Morningstar, Inc.","('ADSK', '2020 q1')",0.006666667014360428
17495,CTSH,2020 q1,4510,0.5680263138042204,Julie Bhusal Sharma,0.6898225609788476,female,"Morningstar, Inc.","('CTSH', '2020 q1')",0.011111111690600714
17496,IBM,2020 q1,4510,0.6334760014941974,Julie Bhusal Sharma,0.5852473956728999,female,"Morningstar, Inc.","('IBM', '2020 q1')",0.0
17497,INTU,2020 q1,4510,0.6388408329780535,Julie Bhusal Sharma,0.6539445894144181,female,"Morningstar, Inc.","('INTU', '2020 q1')",0.0
17498,ACN,2020 q1,4510,0.754160814308316,Mr. Bryan Keane,0.882730216028612,male,Deutsche Bank,"('ACN', '2020 q1')",0.0
17499,ADP,2020 q1,4510,0.6960895167554331,Mr. Bryan Keane,0.5058934284254967,male,Deutsche Bank,"('ADP', '2020 q1')",0.0
17500,CTSH,2020 q1,4510,0.5680263138042204,Mr. Bryan Keane,0.1731599478928717,male,Deutsche Bank,"('CTSH', '2020 q1')",0.0
17501,DXC,2020 q1,4510,0.8117286967366107,Mr. Bryan Keane,0.8822766303806869,male,Deutsche Bank,"('DXC', '2020 q1')",0.0
17502,FIS,2020 q1,4510,0.4946574598797114,Mr. Bryan Keane,0.3862522806992048,male,Deutsche Bank,"('FIS', '2020 q1')",0.0
17503,FISV,2020 q1,4510,0.5908225034541654,Mr. Bryan Keane,0.1623038687704266,male,Deutsche Bank,"('FISV', '2020 q1')",0.0
17504,GPN,2020 q1,4510,0.6267847181736447,Mr. Bryan Keane,0.2165450564045385,male,Deutsche Bank,"('GPN', '2020 q1')",0.0
17505,MA,2020 q1,4510,0.5571056214480545,Mr. Bryan Keane,0.7588422806209416,male,Deutsche Bank,"('MA', '2020 q1')",0.0
17506,PAYX,2020 q1,4510,0.711213949279772,Mr. Bryan Keane,0.8950330913480093,male,Deutsche Bank,"('PAYX', '2020 q1')",0.0
17507,PYPL,2020 q1,4510,0.4753199958307553,Mr. Bryan Keane,0.1031891941878926,male,Deutsche Bank,"('PYPL', '2020 q1')",0.0
17508,V,2020 q1,4510,0.5959802259320347,Mr. Bryan Keane,0.9623734949764632,male,Deutsche Bank,"('V', '2020 q1')",0.0
17509,WU,2020 q1,4510,0.6931059828225714,Mr. Bryan Keane,0.8708518279787186,male,Deutsche Bank,"('WU', '2020 q1')",0.0
17510,ACN,2020 q1,4510,0.754160814308316,Mr. Jason Kupferberg,0.3643858377959691,male,BofA Global Research,"('ACN', '2020 q1')",0.011111111690600714
17511,FIS,2020 q1,4510,0.4946574598797114,Mr. Jason Kupferberg,0.2374953441162239,male,BofA Global Research,"('FIS', '2020 q1')",0.0
17512,PAYX,2020 q1,4510,0.711213949279772,Mr. Jason Kupferberg,0.6234252883011333,male,BofA Global Research,"('PAYX', '2020 q1')",0.0
17513,ACN,2020 q1,4510,0.754160814308316,Mr. James E. Friedman,0.9795344322946326,male,Susquehanna Financial Group LLLP,"('ACN', '2020 q1')",0.0
17514,ADS,2020 q1,4510,0.6855952972138126,Mr. James E. Friedman,0.8888776625651915,male,Susquehanna Financial Group LLLP,"('ADS', '2020 q1')",0.0
17515,CTSH,2020 q1,4510,0.5680263138042204,Mr. James E. Friedman,0.8727346790395021,male,Susquehanna Financial Group LLLP,"('CTSH', '2020 q1')",0.0
17516,DXC,2020 q1,4510,0.8117286967366107,Mr. James E. Friedman,0.889721472050789,male,Susquehanna Financial Group LLLP,"('DXC', '2020 q1')",0.0
17517,FIS,2020 q1,4510,0.4946574598797114,Mr. James E. Friedman,0.7728324542122254,male,Susquehanna Financial Group LLLP,"('FIS', '2020 q1')",0.0
17518,FISV,2020 q1,4510,0.5908225034541654,Mr. James E. Friedman,0.8160157737732384,male,Susquehanna Financial Group LLLP,"('FISV', '2020 q1')",0.0
17519,GPN,2020 q1,4510,0.6267847181736447,Mr. James E. Friedman,0.817425200884944,male,Susquehanna Financial Group LLLP,"('GPN', '2020 q1')",0.0
17520,MA,2020 q1,4510,0.5571056214480545,Mr. James E. Friedman,0.9430892205069308,male,Susquehanna Financial Group LLLP,"('MA', '2020 q1')",0.0
17521,PYPL,2020 q1,4510,0.4753199958307553,Mr. James E. Friedman,0.8337615814090058,male,Susquehanna Financial Group LLLP,"('PYPL', '2020 q1')",0.0
17522,V,2020 q1,4510,0.5959802259320347,Mr. James E. Friedman,0.8856186636813873,male,Susquehanna Financial Group LLLP,"('V', '2020 q1')",0.0
17523,WU,2020 q1,4510,0.6931059828225714,Mr. James E. Friedman,0.9030174458964814,male,Susquehanna Financial Group LLLP,"('WU', '2020 q1')",0.0
17524,ACN,2020 q1,4510,0.754160814308316,Ms. Akansha Agarwal,0.5788823514293815,female,Crispidea,"('ACN', '2020 q1')",0.0
17525,ADBE,2020 q1,4510,0.5754582425750339,Ms. Akansha Agarwal,0.6128268702683108,female,Crispidea,"('ADBE', '2020 q1')",0.03333333507180214
17526,CTSH,2020 q1,4510,0.5680263138042204,Ms. Akansha Agarwal,0.5363809842386017,female,Crispidea,"('CTSH', '2020 q1')",0.0
17527,IBM,2020 q1,4510,0.6334760014941974,Ms. Akansha Agarwal,0.3880480956144767,female,Crispidea,"('IBM', '2020 q1')",0.0
17528,NOW,2020 q1,4510,0.49973481003963,Ms. Akansha Agarwal,0.5459274378431463,female,Crispidea,"('NOW', '2020 q1')",0.03333333507180214
17529,ACN,2020 q1,4510,0.754160814308316,Ms. Maggie Nolan,0.2826679600130047,female,William Blair & Company,"('ACN', '2020 q1')",0.0
17530,CTSH,2020 q1,4510,0.5680263138042204,Ms. Maggie Nolan,0.1285905765583734,female,William Blair & Company,"('CTSH', '2020 q1')",0.0
17531,ACN,2020 q1,4510,0.754160814308316,Tej Sthankiya,0.4951957765886143,male,Berenberg,"('ACN', '2020 q1')",0.0
17532,FIS,2020 q1,4510,0.4946574598797114,Tej Sthankiya,0.3070180375063287,male,Berenberg,"('FIS', '2020 q1')",0.0
17533,ACN,2020 q1,4510,0.754160814308316,"Mr. Ramsey C. El-Assal, Ph.d",0.7640479850295072,male,Barclays,"('ACN', '2020 q1')",0.0
17534,ADP,2020 q1,4510,0.6960895167554331,"Mr. Ramsey C. El-Assal, Ph.d",0.707139669266006,male,Barclays,"('ADP', '2020 q1')",0.0
17535,FIS,2020 q1,4510,0.4946574598797114,"Mr. Ramsey C. El-Assal, Ph.d",0.1685605661681468,male,Barclays,"('FIS', '2020 q1')",0.016356956213712692
17536,FISV,2020 q1,4510,0.5908225034541654,"Mr. Ramsey C. El-Assal, Ph.d",0.6155409414118976,male,Barclays,"('FISV', '2020 q1')",0.0
17537,FLT,2020 q1,4510,0.4438174158487212,"Mr. Ramsey C. El-Assal, Ph.d",0.1219811342474404,male,Barclays,"('FLT', '2020 q1')",0.0
17538,GPN,2020 q1,4510,0.6267847181736447,"Mr. Ramsey C. El-Assal, Ph.d",0.5639585295130323,male,Barclays,"('GPN', '2020 q1')",0.0
17539,MA,2020 q1,4510,0.5571056214480545,"Mr. Ramsey C. El-Assal, Ph.d",0.1927525758012117,male,Barclays,"('MA', '2020 q1')",0.0
17540,PYPL,2020 q1,4510,0.4753199958307553,"Mr. Ramsey C. El-Assal, Ph.d",0.1405726194286153,male,Barclays,"('PYPL', '2020 q1')",0.0
17541,V,2020 q1,4510,0.5959802259320347,"Mr. Ramsey C. El-Assal, Ph.d",0.4684520416711631,male,Barclays,"('V', '2020 q1')",0.0
17542,ACN,2020 q1,4510,0.754160814308316,Moshe Katri,0.6590372166909074,male,Wedbush Securities Inc.,"('ACN', '2020 q1')",0.0
17543,CTSH,2020 q1,4510,0.5680263138042204,Moshe Katri,0.6441892440059422,male,Wedbush Securities Inc.,"('CTSH', '2020 q1')",0.0
17544,FISV,2020 q1,4510,0.5908225034541654,Moshe Katri,0.6061849882179348,male,Wedbush Securities Inc.,"('FISV', '2020 q1')",0.0
17545,MA,2020 q1,4510,0.5571056214480545,Moshe Katri,0.4135134839033308,male,Wedbush Securities Inc.,"('MA', '2020 q1')",0.0
17546,V,2020 q1,4510,0.5959802259320347,Moshe Katri,0.3350345547488451,male,Wedbush Securities Inc.,"('V', '2020 q1')",0.0
17547,ACN,2020 q1,4510,0.754160814308316,David Holt,0.7299612367262072,male,CFRA Equity Research,"('ACN', '2020 q1')",0.0
17548,ADP,2020 q1,4510,0.6960895167554331,David Holt,0.6479215827735993,male,CFRA Equity Research,"('ADP', '2020 q1')",0.0
17549,ADS,2020 q1,4510,0.6855952972138126,David Holt,0.7317843579508729,male,CFRA Equity Research,"('ADS', '2020 q1')",0.0
17550,BR,2020 q1,4510,0.8880499844143894,David Holt,0.8880499844143894,male,CFRA Equity Research,"('BR', '2020 q1')",0.0
17551,CTSH,2020 q1,4510,0.5680263138042204,David Holt,0.7115589094066179,male,CFRA Equity Research,"('CTSH', '2020 q1')",0.0
17552,DXC,2020 q1,4510,0.8117286967366107,David Holt,0.786068450747594,male,CFRA Equity Research,"('DXC', '2020 q1')",0.0
17553,FIS,2020 q1,4510,0.4946574598797114,David Holt,0.5260299842262294,male,CFRA Equity Research,"('FIS', '2020 q1')",0.0
17554,FISV,2020 q1,4510,0.5908225034541654,David Holt,0.4896390913111886,male,CFRA Equity Research,"('FISV', '2020 q1')",0.0
17555,FLT,2020 q1,4510,0.4438174158487212,David Holt,0.5483787071310829,male,CFRA Equity Research,"('FLT', '2020 q1')",0.0
17556,GPN,2020 q1,4510,0.6267847181736447,David Holt,0.483967042052966,male,CFRA Equity Research,"('GPN', '2020 q1')",0.0
17557,IBM,2020 q1,4510,0.6334760014941974,David Holt,0.688911780157867,male,CFRA Equity Research,"('IBM', '2020 q1')",0.0
17558,IT,2020 q1,4510,0.6683869070507277,David Holt,0.8298226048077315,male,CFRA Equity Research,"('IT', '2020 q1')",0.0
17559,JKHY,2020 q1,4510,0.521507089576619,David Holt,0.2430697187262123,male,CFRA Equity Research,"('JKHY', '2020 q1')",0.03333333507180214
17560,PAYX,2020 q1,4510,0.711213949279772,David Holt,0.6511956579460193,male,CFRA Equity Research,"('PAYX', '2020 q1')",0.0
17561,ACN,2020 q1,4510,0.754160814308316,"Mr Charles Brennan, CFA",0.5543325970193533,male,Credit Suisse,"('ACN', '2020 q1')",0.0
17562,ACN,2020 q1,4510,0.754160814308316,"Edward S. Caso, Jr",0.308664349935965,male,"Wells Fargo Securities, LLC","('ACN', '2020 q1')",0.0
17563,CTSH,2020 q1,4510,0.5680263138042204,"Edward S. Caso, Jr",0.1577065713618992,male,"Wells Fargo Securities, LLC","('CTSH', '2020 q1')",0.0
17564,DXC,2020 q1,4510,0.8117286967366107,"Edward S. Caso, Jr",0.4297206862398322,male,"Wells Fargo Securities, LLC","('DXC', '2020 q1')",0.0
17565,IBM,2020 q1,4510,0.6334760014941974,"Edward S. Caso, Jr",0.2625341057763981,male,"Wells Fargo Securities, LLC","('IBM', '2020 q1')",0.0
17566,ADBE,2020 q1,4510,0.5754582425750339,"Keith E. Weiss, CFA",0.5747920994533222,male,Morgan Stanley,"('ADBE', '2020 q1')",0.009523810020514898
17567,ADSK,2020 q1,4510,0.5945831031572557,"Keith E. Weiss, CFA",0.4009234027311788,male,Morgan Stanley,"('ADSK', '2020 q1')",0.0
17568,AKAM,2020 q1,4510,0.6316699440254221,"Keith E. Weiss, CFA",0.5154612120439883,male,Morgan Stanley,"('AKAM', '2020 q1')",0.03333333507180214
17569,CRM,2020 q1,4510,0.505135319477604,"Keith E. Weiss, CFA",0.2626745998181122,male,Morgan Stanley,"('CRM', '2020 q1')",0.01666666753590107
17570,CTXS,2020 q1,4510,0.6101821014708453,"Keith E. Weiss, CFA",0.1921257618712635,male,Morgan Stanley,"('CTXS', '2020 q1')",0.0
17571,INTU,2020 q1,4510,0.6388408329780535,"Keith E. Weiss, CFA",0.3779027090920521,male,Morgan Stanley,"('INTU', '2020 q1')",0.01666666753590107
17572,MSFT,2020 q1,4510,0.4658140980642337,"Keith E. Weiss, CFA",0.1245492530503982,male,Morgan Stanley,"('MSFT', '2020 q1')",0.0
17573,NLOK,2020 q1,4510,0.7232871944956023,"Keith E. Weiss, CFA",0.4872475394458329,male,Morgan Stanley,"('NLOK', '2020 q1')",0.01666666753590107
17574,NOW,2020 q1,4510,0.49973481003963,"Keith E. Weiss, CFA",0.546471830301733,male,Morgan Stanley,"('NOW', '2020 q1')",0.03333333507180214
17575,ORCL,2020 q1,4510,0.5722192785526663,"Keith E. Weiss, CFA",0.6695215722795368,male,Morgan Stanley,"('ORCL', '2020 q1')",0.03333333507180214
17576,ADBE,2020 q1,4510,0.5754582425750339,Mr. Brad A. Zelnick,0.4894949687656175,male,Credit Suisse,"('ADBE', '2020 q1')",0.0
17577,ADSK,2020 q1,4510,0.5945831031572557,Mr. Brad A. Zelnick,0.4804330322129209,male,Credit Suisse,"('ADSK', '2020 q1')",0.0
17578,CRM,2020 q1,4510,0.505135319477604,Mr. Brad A. Zelnick,0.430365273227383,male,Credit Suisse,"('CRM', '2020 q1')",0.0
17579,FTNT,2020 q1,4510,0.3444376885143777,Mr. Brad A. Zelnick,0.1983113407860636,male,Credit Suisse,"('FTNT', '2020 q1')",0.0
17580,INTU,2020 q1,4510,0.6388408329780535,Mr. Brad A. Zelnick,0.5157095271110531,male,Credit Suisse,"('INTU', '2020 q1')",0.0
17581,MSFT,2020 q1,4510,0.4658140980642337,Mr. Brad A. Zelnick,0.2459762439638776,male,Credit Suisse,"('MSFT', '2020 q1')",0.0
17582,NLOK,2020 q1,4510,0.7232871944956023,Mr. Brad A. Zelnick,0.493291770016175,male,Credit Suisse,"('NLOK', '2020 q1')",0.0
17583,NOW,2020 q1,4510,0.49973481003963,Mr. Brad A. Zelnick,0.3367272153576066,male,Credit Suisse,"('NOW', '2020 q1')",0.0
17584,ORCL,2020 q1,4510,0.5722192785526663,Mr. Brad A. Zelnick,0.1799757949698786,male,Credit Suisse,"('ORCL', '2020 q1')",0.0
17585,PAYC,2020 q1,4510,0.4731096344746861,Mr. Brad A. Zelnick,0.4549300317525099,male,Credit Suisse,"('PAYC', '2020 q1')",0.0
17586,ADBE,2020 q1,4510,0.5754582425750339,Philip Winslow,0.2188640394016993,male,"Wells Fargo Securities, LLC","('ADBE', '2020 q1')",0.0
17587,ADSK,2020 q1,4510,0.5945831031572557,Philip Winslow,0.2909194733327223,male,"Wells Fargo Securities, LLC","('ADSK', '2020 q1')",0.0
17588,CRM,2020 q1,4510,0.505135319477604,Philip Winslow,0.1820797793154615,male,"Wells Fargo Securities, LLC","('CRM', '2020 q1')",0.0
17589,CTXS,2020 q1,4510,0.6101821014708453,Philip Winslow,0.1983585655898421,male,"Wells Fargo Securities, LLC","('CTXS', '2020 q1')",0.0
17590,MSFT,2020 q1,4510,0.4658140980642337,Philip Winslow,0.2095566228685996,male,"Wells Fargo Securities, LLC","('MSFT', '2020 q1')",0.0
17591,NLOK,2020 q1,4510,0.7232871944956023,Philip Winslow,0.4443321199680507,male,"Wells Fargo Securities, LLC","('NLOK', '2020 q1')",0.0
17592,NOW,2020 q1,4510,0.49973481003963,Philip Winslow,0.1771121488575702,male,"Wells Fargo Securities, LLC","('NOW', '2020 q1')",0.0
17593,ORCL,2020 q1,4510,0.5722192785526663,Philip Winslow,0.1390071647178701,male,"Wells Fargo Securities, LLC","('ORCL', '2020 q1')",0.0
17594,ADBE,2020 q1,4510,0.5754582425750339,"Mr. Daniel Romanoff, CPA",0.6311124801228944,male,"Morningstar, Inc.","('ADBE', '2020 q1')",0.0
17595,ADBE,2020 q1,4510,0.5754582425750339,"Mr. Saket Kalia, CFA, CFA",0.3086527476904224,male,Barclays,"('ADBE', '2020 q1')",0.0
17596,ADSK,2020 q1,4510,0.5945831031572557,"Mr. Saket Kalia, CFA, CFA",0.2931294245777179,male,Barclays,"('ADSK', '2020 q1')",0.028043268714100122
17597,FTNT,2020 q1,4510,0.3444376885143777,"Mr. Saket Kalia, CFA, CFA",0.0732232869834967,male,Barclays,"('FTNT', '2020 q1')",0.0
17598,NLOK,2020 q1,4510,0.7232871944956023,"Mr. Saket Kalia, CFA, CFA",0.5345947223917071,male,Barclays,"('NLOK', '2020 q1')",0.0
17599,ADBE,2020 q1,4510,0.5754582425750339,Mr. Brian J. Schwartz,0.1492002702933484,male,"Oppenheimer & Co., Inc.","('ADBE', '2020 q1')",0.0
17600,ADSK,2020 q1,4510,0.5945831031572557,Mr. Brian J. Schwartz,0.3721059059980973,male,"Oppenheimer & Co., Inc.","('ADSK', '2020 q1')",0.0
17601,CRM,2020 q1,4510,0.505135319477604,Mr. Brian J. Schwartz,0.1537958167152063,male,"Oppenheimer & Co., Inc.","('CRM', '2020 q1')",0.0
17602,ORCL,2020 q1,4510,0.5722192785526663,Mr. Brian J. Schwartz,0.1443485521173924,male,"Oppenheimer & Co., Inc.","('ORCL', '2020 q1')",0.04184992238879204
17603,PAYC,2020 q1,4510,0.4731096344746861,Mr. Brian J. Schwartz,0.1648707909378534,male,"Oppenheimer & Co., Inc.","('PAYC', '2020 q1')",0.0
17604,ADBE,2020 q1,4510,0.5754582425750339,"Richard Davis, CFA",0.3453948228683899,male,Canaccord Genuity,"('ADBE', '2020 q1')",0.0
17605,ADSK,2020 q1,4510,0.5945831031572557,"Richard Davis, CFA",0.3194478458010263,male,Canaccord Genuity,"('ADSK', '2020 q1')",0.019138868898153305
17606,NOW,2020 q1,4510,0.49973481003963,"Richard Davis, CFA",0.1521196624659941,male,Canaccord Genuity,"('NOW', '2020 q1')",0.014312896877527237
17607,ADBE,2020 q1,4510,0.5754582425750339,John Freeman,0.7359828334592301,male,CFRA Equity Research,"('ADBE', '2020 q1')",0.0
17608,ADSK,2020 q1,4510,0.5945831031572557,John Freeman,0.7273805717667666,male,CFRA Equity Research,"('ADSK', '2020 q1')",0.0
17609,AKAM,2020 q1,4510,0.6316699440254221,John Freeman,0.7601378040273955,male,CFRA Equity Research,"('AKAM', '2020 q1')",0.0
17610,CRM,2020 q1,4510,0.505135319477604,John Freeman,0.5915523262362952,male,CFRA Equity Research,"('CRM', '2020 q1')",0.0
17611,CTXS,2020 q1,4510,0.6101821014708453,John Freeman,0.6510233232310789,male,CFRA Equity Research,"('CTXS', '2020 q1')",0.0
17612,INTU,2020 q1,4510,0.6388408329780535,John Freeman,0.8468929531930245,male,CFRA Equity Research,"('INTU', '2020 q1')",0.0
17613,MSFT,2020 q1,4510,0.4658140980642337,John Freeman,0.7035478310472653,male,CFRA Equity Research,"('MSFT', '2020 q1')",0.0
17614,NOW,2020 q1,4510,0.49973481003963,John Freeman,0.6058359591846131,male,CFRA Equity Research,"('NOW', '2020 q1')",0.0
17615,ORCL,2020 q1,4510,0.5722192785526663,John Freeman,0.5451920245515895,male,CFRA Equity Research,"('ORCL', '2020 q1')",0.0
17616,SNPS,2020 q1,4510,0.634325481048751,John Freeman,0.699949396088812,male,CFRA Equity Research,"('SNPS', '2020 q1')",0.0
17617,VRSN,2020 q1,4510,0.9817485202837032,John Freeman,0.9688427752096208,male,CFRA Equity Research,"('VRSN', '2020 q1')",0.0
17618,ADBE,2020 q1,4510,0.5754582425750339,Mr. Brent J. Thill,0.2711992386706626,male,Jefferies,"('ADBE', '2020 q1')",0.0
17619,INTU,2020 q1,4510,0.6388408329780535,Mr. Brent J. Thill,0.2442286312348865,male,Jefferies,"('INTU', '2020 q1')",0.0
17620,MSFT,2020 q1,4510,0.4658140980642337,Mr. Brent J. Thill,0.3231952124065471,male,Jefferies,"('MSFT', '2020 q1')",0.0
17621,ADBE,2020 q1,4510,0.5754582425750339,Mr. Patrick D. Walravens,0.2191446198494543,male,JMP Securities,"('ADBE', '2020 q1')",0.030549097806215286
17622,CRM,2020 q1,4510,0.505135319477604,Mr. Patrick D. Walravens,0.2820021035326188,male,JMP Securities,"('CRM', '2020 q1')",0.0
17623,NOW,2020 q1,4510,0.49973481003963,Mr. Patrick D. Walravens,0.1604064349139301,male,JMP Securities,"('NOW', '2020 q1')",0.015899552032351494
17624,ORCL,2020 q1,4510,0.5722192785526663,Mr. Patrick D. Walravens,0.1555828948181697,male,JMP Securities,"('ORCL', '2020 q1')",0.01467709057033062
17625,ADBE,2020 q1,4510,0.5754582425750339,Mr. Brent A. Bracelin,0.4228730038664805,male,Piper Sandler Companies,"('ADBE', '2020 q1')",0.0
17626,CRM,2020 q1,4510,0.505135319477604,Mr. Brent A. Bracelin,0.1778865140927455,male,Piper Sandler Companies,"('CRM', '2020 q1')",0.0
17627,MSFT,2020 q1,4510,0.4658140980642337,Mr. Brent A. Bracelin,0.1121455979119131,male,Piper Sandler Companies,"('MSFT', '2020 q1')",0.0
17628,ORCL,2020 q1,4510,0.5722192785526663,Mr. Brent A. Bracelin,0.1874041350872543,male,Piper Sandler Companies,"('ORCL', '2020 q1')",0.0
17629,ADBE,2020 q1,4510,0.5754582425750339,Mr. Alex Zukin,0.2499522734014393,male,RBC Capital Markets,"('ADBE', '2020 q1')",0.019497044384479523
17630,CRM,2020 q1,4510,0.505135319477604,Mr. Alex Zukin,0.2143938508648818,male,RBC Capital Markets,"('CRM', '2020 q1')",0.0
17631,MSFT,2020 q1,4510,0.4658140980642337,Mr. Alex Zukin,0.1020402708952205,male,RBC Capital Markets,"('MSFT', '2020 q1')",0.009641755372285843
17632,NOW,2020 q1,4510,0.49973481003963,Mr. Alex Zukin,0.1359810494692981,male,RBC Capital Markets,"('NOW', '2020 q1')",0.0
17633,ORCL,2020 q1,4510,0.5722192785526663,Mr. Alex Zukin,0.178143176724652,male,RBC Capital Markets,"('ORCL', '2020 q1')",0.0
17634,PAYC,2020 q1,4510,0.4731096344746861,Mr. Alex Zukin,0.2363993272375944,male,RBC Capital Markets,"('PAYC', '2020 q1')",0.011633604764938354
17635,ADBE,2020 q1,4510,0.5754582425750339,Mr. J. Derrick Wood,0.4856407275295049,male,Cowen and Company,"('ADBE', '2020 q1')",0.0
17636,CRM,2020 q1,4510,0.505135319477604,Mr. J. Derrick Wood,0.1812421189861885,male,Cowen and Company,"('CRM', '2020 q1')",0.0
17637,NOW,2020 q1,4510,0.49973481003963,Mr. J. Derrick Wood,0.1661621055094838,male,Cowen and Company,"('NOW', '2020 q1')",0.0
17638,ORCL,2020 q1,4510,0.5722192785526663,Mr. J. Derrick Wood,0.1696624420668558,male,Cowen and Company,"('ORCL', '2020 q1')",0.0
17639,ADP,2020 q1,4510,0.6960895167554331,Mr. Steven Wald,0.6307216001258796,male,Morgan Stanley,"('ADP', '2020 q1')",0.0
17640,FLT,2020 q1,4510,0.4438174158487212,Mr. Steven Wald,0.4450434223359822,male,Morgan Stanley,"('FLT', '2020 q1')",0.0
17641,PAYX,2020 q1,4510,0.711213949279772,Mr. Steven Wald,0.4098887556381472,male,Morgan Stanley,"('PAYX', '2020 q1')",0.0
17642,ADP,2020 q1,4510,0.6960895167554331,Kartik Mehta,0.6436935044532066,male,Northcoast Research,"('ADP', '2020 q1')",0.011117088918884596
17643,FISV,2020 q1,4510,0.5908225034541654,Kartik Mehta,0.4691496436851746,male,Northcoast Research,"('FISV', '2020 q1')",0.016755348071455956
17644,JKHY,2020 q1,4510,0.521507089576619,Kartik Mehta,0.2430697187262123,male,Northcoast Research,"('JKHY', '2020 q1')",0.03333333507180214
17645,ADP,2020 q1,4510,0.6960895167554331,Mr. Samad S. Samana,0.3437767766335309,male,Jefferies,"('ADP', '2020 q1')",0.0
17646,NOW,2020 q1,4510,0.49973481003963,Mr. Samad S. Samana,0.1552542415075189,male,Jefferies,"('NOW', '2020 q1')",0.0
17647,PAYC,2020 q1,4510,0.4731096344746861,Mr. Samad S. Samana,0.1825864990181424,male,Jefferies,"('PAYC', '2020 q1')",0.0
17648,ADP,2020 q1,4510,0.6960895167554331,Kevin D. McVeigh,0.5909360060723597,male,Credit Suisse,"('ADP', '2020 q1')",0.0
17649,PAYX,2020 q1,4510,0.711213949279772,Kevin D. McVeigh,0.5458326838689705,male,Credit Suisse,"('PAYX', '2020 q1')",0.0
17650,ADP,2020 q1,4510,0.6960895167554331,Colin Plunkett,0.7166822930323657,male,"Morningstar, Inc.","('ADP', '2020 q1')",0.0
17651,ADS,2020 q1,4510,0.6855952972138126,Colin Plunkett,0.7025461734905345,male,"Morningstar, Inc.","('ADS', '2020 q1')",0.0
17652,FIS,2020 q1,4510,0.4946574598797114,Colin Plunkett,0.5970006386937665,male,"Morningstar, Inc.","('FIS', '2020 q1')",0.0
17653,FISV,2020 q1,4510,0.5908225034541654,Colin Plunkett,0.6558981906585832,male,"Morningstar, Inc.","('FISV', '2020 q1')",0.0
17654,JKHY,2020 q1,4510,0.521507089576619,Colin Plunkett,0.7154409316583492,male,"Morningstar, Inc.","('JKHY', '2020 q1')",0.01666666753590107
17655,PAYX,2020 q1,4510,0.711213949279772,Colin Plunkett,0.7475970834664757,male,"Morningstar, Inc.","('PAYX', '2020 q1')",0.0
17656,ADS,2020 q1,4510,0.6855952972138126,"Mr. John D. Kernan, CFA",0.6918601214048422,male,Cowen and Company,"('ADS', '2020 q1')",0.0
17657,ADS,2020 q1,4510,0.6855952972138126,Mr. Ryan A. Cary,0.6628220574116794,male,BofA Global Research,"('ADS', '2020 q1')",0.021009787917137146
17658,ADS,2020 q1,4510,0.6855952972138126,"Mr. Vincent A. Caintic, CFA",0.2640903822088699,male,Stephens Inc.,"('ADS', '2020 q1')",0.012086060829460621
17659,ADS,2020 q1,4510,0.6855952972138126,"Andrew W. Jeffrey, CFA",0.2138022360763476,male,SunTrust Robinson Humphrey Capital Markets,"('ADS', '2020 q1')",0.0
17660,FIS,2020 q1,4510,0.4946574598797114,"Andrew W. Jeffrey, CFA",0.2070210693937781,male,SunTrust Robinson Humphrey Capital Markets,"('FIS', '2020 q1')",0.0
17661,FISV,2020 q1,4510,0.5908225034541654,"Andrew W. Jeffrey, CFA",0.2761258889655862,male,SunTrust Robinson Humphrey Capital Markets,"('FISV', '2020 q1')",0.0
17662,GPN,2020 q1,4510,0.6267847181736447,"Andrew W. Jeffrey, CFA",0.1485846005940437,male,SunTrust Robinson Humphrey Capital Markets,"('GPN', '2020 q1')",0.0
17663,MA,2020 q1,4510,0.5571056214480545,"Andrew W. Jeffrey, CFA",0.2415515826449904,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2020 q1')",0.0
17664,WU,2020 q1,4510,0.6931059828225714,"Andrew W. Jeffrey, CFA",0.3971127429799347,male,SunTrust Robinson Humphrey Capital Markets,"('WU', '2020 q1')",0.0
17665,ADS,2020 q1,4510,0.6855952972138126,"Surinder Thind, CFA",0.2628303354122021,male,Jefferies,"('ADS', '2020 q1')",0.009181858040392399
17666,CTSH,2020 q1,4510,0.5680263138042204,"Surinder Thind, CFA",0.1115348348546102,male,Jefferies,"('CTSH', '2020 q1')",0.0
17667,ADS,2020 q1,4510,0.6855952972138126,David M. Scharf,0.3125825800336665,male,JMP Securities,"('ADS', '2020 q1')",0.015486517921090126
17668,ADS,2020 q1,4510,0.6855952972138126,Mr. Ashish Sabadra,0.9831549320810964,male,Deutsche Bank,"('ADS', '2020 q1')",0.0
17669,FLT,2020 q1,4510,0.4438174158487212,Mr. Ashish Sabadra,0.7023444711462382,male,Deutsche Bank,"('FLT', '2020 q1')",0.0
17670,ADS,2020 q1,4510,0.6855952972138126,Mr. Timothy W. Willi,0.3265123624039384,male,"Wells Fargo Securities, LLC","('ADS', '2020 q1')",0.0
17671,FIS,2020 q1,4510,0.4946574598797114,Mr. Timothy W. Willi,0.1252909512196,male,"Wells Fargo Securities, LLC","('FIS', '2020 q1')",0.0
17672,FISV,2020 q1,4510,0.5908225034541654,Mr. Timothy W. Willi,0.1884773441256159,male,"Wells Fargo Securities, LLC","('FISV', '2020 q1')",0.0
17673,FLT,2020 q1,4510,0.4438174158487212,Mr. Timothy W. Willi,0.1587015558076376,male,"Wells Fargo Securities, LLC","('FLT', '2020 q1')",0.0
17674,GPN,2020 q1,4510,0.6267847181736447,Mr. Timothy W. Willi,0.2147383815768012,male,"Wells Fargo Securities, LLC","('GPN', '2020 q1')",0.0
17675,JKHY,2020 q1,4510,0.521507089576619,Mr. Timothy W. Willi,0.2430697187262123,male,"Wells Fargo Securities, LLC","('JKHY', '2020 q1')",0.03333333507180214
17676,PYPL,2020 q1,4510,0.4753199958307553,Mr. Timothy W. Willi,0.2007008568772339,male,"Wells Fargo Securities, LLC","('PYPL', '2020 q1')",0.01011491846293211
17677,WU,2020 q1,4510,0.6931059828225714,Mr. Timothy W. Willi,0.2640720227223164,male,"Wells Fargo Securities, LLC","('WU', '2020 q1')",0.0
17678,ADS,2020 q1,4510,0.6855952972138126,Mr. Robert P. Napoli,0.2215532467115331,male,William Blair & Company,"('ADS', '2020 q1')",0.0
17679,FLT,2020 q1,4510,0.4438174158487212,Mr. Robert P. Napoli,0.1530903934593738,male,William Blair & Company,"('FLT', '2020 q1')",0.0
17680,MA,2020 q1,4510,0.5571056214480545,Mr. Robert P. Napoli,0.1391975081501852,male,William Blair & Company,"('MA', '2020 q1')",0.009087374433875084
17681,ADSK,2020 q1,4510,0.5945831031572557,Mr. Steve R. Koenig,0.2514618369793138,male,Wedbush Securities Inc.,"('ADSK', '2020 q1')",0.0
17682,CRM,2020 q1,4510,0.505135319477604,Mr. Steve R. Koenig,0.2307206092126166,male,Wedbush Securities Inc.,"('CRM', '2020 q1')",0.0
17683,ORCL,2020 q1,4510,0.5722192785526663,Mr. Steve R. Koenig,0.2568744902581696,male,Wedbush Securities Inc.,"('ORCL', '2020 q1')",0.0
17684,ADSK,2020 q1,4510,0.5945831031572557,Mr. Alex Tout,0.5814711006148116,male,Deutsche Bank,"('ADSK', '2020 q1')",0.0
17685,ADSK,2020 q1,4510,0.5945831031572557,"Kenneth Wong, CFA",0.5563853697210478,male,Guggenheim Securities LLC,"('ADSK', '2020 q1')",0.0
17686,INTU,2020 q1,4510,0.6388408329780535,"Kenneth Wong, CFA",0.3166442772604521,male,Guggenheim Securities LLC,"('INTU', '2020 q1')",0.0
17687,ADSK,2020 q1,4510,0.5945831031572557,Kash Rangan,0.2768391788639883,male,BofA Global Research,"('ADSK', '2020 q1')",0.0
17688,CRM,2020 q1,4510,0.505135319477604,Kash Rangan,0.3610793176603414,male,BofA Global Research,"('CRM', '2020 q1')",0.0
17689,INTU,2020 q1,4510,0.6388408329780535,Kash Rangan,0.4409601129704947,male,BofA Global Research,"('INTU', '2020 q1')",0.0
17690,NOW,2020 q1,4510,0.49973481003963,Kash Rangan,0.3182830900616576,male,BofA Global Research,"('NOW', '2020 q1')",0.0
17691,AKAM,2020 q1,4510,0.6316699440254221,Mr. James E. Fish,0.3099695526414754,male,Piper Sandler Companies,"('AKAM', '2020 q1')",0.0
17692,AKAM,2020 q1,4510,0.6316699440254221,"Timothy K. Horan, CFA",0.3113166500262264,male,"Oppenheimer & Co., Inc.","('AKAM', '2020 q1')",0.0
17693,AKAM,2020 q1,4510,0.6316699440254221,"Shebly Seyrafi, CFA",0.5154612120439883,male,FBN Securities,"('AKAM', '2020 q1')",0.03333333507180214
17694,CRM,2020 q1,4510,0.505135319477604,"Shebly Seyrafi, CFA",0.5823879854606863,male,FBN Securities,"('CRM', '2020 q1')",0.03333333507180214
17695,NOW,2020 q1,4510,0.49973481003963,"Shebly Seyrafi, CFA",0.1504801801351987,male,FBN Securities,"('NOW', '2020 q1')",0.0
17696,AKAM,2020 q1,4510,0.6316699440254221,Greg P Miller,0.232841353855193,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2020 q1')",0.0
17697,AKAM,2020 q1,4510,0.6316699440254221,Robert Gutman,0.3422007398436486,male,Guggenheim Securities LLC,"('AKAM', '2020 q1')",0.0
17698,AKAM,2020 q1,4510,0.6316699440254221,"Mr. Jeff L. Van Rhee, CFA",0.2820089344319946,male,Craig Hallum,"('AKAM', '2020 q1')",0.020801441743969917
17699,AKAM,2020 q1,4510,0.6316699440254221,Mr. Matthew Dolgin,0.7049899765471827,male,"Morningstar, Inc.","('AKAM', '2020 q1')",0.0
17700,AKAM,2020 q1,4510,0.6316699440254221,Mr. Mark S. Mahaney,0.3099785436252271,male,RBC Capital Markets,"('AKAM', '2020 q1')",0.0
17701,BR,2020 q1,4510,0.8880499844143894,Mr. Rajiv Bhatia,0.8880499844143894,male,"Morningstar, Inc.","('BR', '2020 q1')",0.0
17702,CDNS,2020 q1,4510,0.5976435037755767,Mr. Mitch T. Steves,0.4341221166453128,male,RBC Capital Markets,"('CDNS', '2020 q1')",0.0
17703,SNPS,2020 q1,4510,0.634325481048751,Mr. Mitch T. Steves,0.6440410022891295,male,RBC Capital Markets,"('SNPS', '2020 q1')",0.03333333507180214
17704,CDNS,2020 q1,4510,0.5976435037755767,Mr. Gary W. Mobley,0.5565224676484551,male,"Wells Fargo Securities, LLC","('CDNS', '2020 q1')",0.0
17705,SNPS,2020 q1,4510,0.634325481048751,Mr. Gary W. Mobley,0.352409207013952,male,"Wells Fargo Securities, LLC","('SNPS', '2020 q1')",0.011339406482875347
17706,CDNS,2020 q1,4510,0.5976435037755767,Mr. Joshua Tilton,0.5661032561470836,male,Berenberg,"('CDNS', '2020 q1')",0.0
17707,CDNS,2020 q1,4510,0.5976435037755767,Mr. Abhinav Davuluri,0.6292775453122914,male,"Morningstar, Inc.","('CDNS', '2020 q1')",0.0
17708,SNPS,2020 q1,4510,0.634325481048751,Mr. Abhinav Davuluri,0.6870038892088093,male,"Morningstar, Inc.","('SNPS', '2020 q1')",0.0
17709,CRM,2020 q1,4510,0.505135319477604,Mr. Dan Romanoff,0.5206017915546257,male,"Morningstar, Inc.","('CRM', '2020 q1')",0.0
17710,CTXS,2020 q1,4510,0.6101821014708453,Mr. Dan Romanoff,0.5408639338762959,male,"Morningstar, Inc.","('CTXS', '2020 q1')",0.0
17711,MSFT,2020 q1,4510,0.4658140980642337,Mr. Dan Romanoff,0.3850525224605519,male,"Morningstar, Inc.","('MSFT', '2020 q1')",0.0
17712,NOW,2020 q1,4510,0.49973481003963,Mr. Dan Romanoff,0.4324508874287726,male,"Morningstar, Inc.","('NOW', '2020 q1')",0.0
17713,CRM,2020 q1,4510,0.505135319477604,Mr. Robert Breza,0.1771360407739346,male,Northland Securities,"('CRM', '2020 q1')",0.013899200595915318
17714,FTNT,2020 q1,4510,0.3444376885143777,Mr. Robert Breza,0.237977859226961,male,Northland Securities,"('FTNT', '2020 q1')",0.0
17715,PAYC,2020 q1,4510,0.4731096344746861,Mr. Robert Breza,0.2119696513233566,male,Northland Securities,"('PAYC', '2020 q1')",0.0
17716,CRM,2020 q1,4510,0.505135319477604,Terry Tillman,0.1568457973574638,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2020 q1')",0.0
17717,CRM,2020 q1,4510,0.505135319477604,Mr. Stefan J. Slowinski,0.5654077859547234,male,Exane BNP Paribas,"('CRM', '2020 q1')",0.0
17718,INTU,2020 q1,4510,0.6388408329780535,Mr. Stefan J. Slowinski,0.443336783009837,male,Exane BNP Paribas,"('INTU', '2020 q1')",0.0
17719,CRM,2020 q1,4510,0.505135319477604,Karl E. Keirstead,0.5821528141127497,male,Deutsche Bank,"('CRM', '2020 q1')",0.03333333507180214
17720,CTXS,2020 q1,4510,0.6101821014708453,Karl E. Keirstead,0.887425718599181,male,Deutsche Bank,"('CTXS', '2020 q1')",0.0
17721,MSFT,2020 q1,4510,0.4658140980642337,Karl E. Keirstead,0.7571145017090333,male,Deutsche Bank,"('MSFT', '2020 q1')",0.0
17722,NLOK,2020 q1,4510,0.7232871944956023,Karl E. Keirstead,0.9346440729884418,male,Deutsche Bank,"('NLOK', '2020 q1')",0.0
17723,NOW,2020 q1,4510,0.49973481003963,Karl E. Keirstead,0.8839451331273124,male,Deutsche Bank,"('NOW', '2020 q1')",0.0
17724,ORCL,2020 q1,4510,0.5722192785526663,Karl E. Keirstead,0.8591387296376539,male,Deutsche Bank,"('ORCL', '2020 q1')",0.0
17725,CRM,2020 q1,4510,0.505135319477604,Mr. Jason Kilgariff,0.2938457713264758,male,BofA Global Research,"('CRM', '2020 q1')",0.0
17726,CTSH,2020 q1,4510,0.5680263138042204,Mr. Ashwin Mehta,0.5709797736423329,male,Ambit Capital Pvt Ltd,"('CTSH', '2020 q1')",0.0
17727,CTSH,2020 q1,4510,0.5680263138042204,Mr. Yogesh Aggarwal,0.2449319634493824,male,HSBC,"('CTSH', '2020 q1')",0.0
17728,CTSH,2020 q1,4510,0.5680263138042204,"Glenn E. Greene, CFA",0.1825245389284037,male,"Oppenheimer & Co., Inc.","('CTSH', '2020 q1')",0.0
17729,FIS,2020 q1,4510,0.4946574598797114,"Glenn E. Greene, CFA",0.2342899512899477,male,"Oppenheimer & Co., Inc.","('FIS', '2020 q1')",0.0
17730,FISV,2020 q1,4510,0.5908225034541654,"Glenn E. Greene, CFA",0.2404650991546869,male,"Oppenheimer & Co., Inc.","('FISV', '2020 q1')",0.0
17731,FLT,2020 q1,4510,0.4438174158487212,"Glenn E. Greene, CFA",0.1406987286493951,male,"Oppenheimer & Co., Inc.","('FLT', '2020 q1')",0.0
17732,GPN,2020 q1,4510,0.6267847181736447,"Glenn E. Greene, CFA",0.1536156990897687,male,"Oppenheimer & Co., Inc.","('GPN', '2020 q1')",0.0
17733,JKHY,2020 q1,4510,0.521507089576619,"Glenn E. Greene, CFA",0.6091627877500507,male,"Oppenheimer & Co., Inc.","('JKHY', '2020 q1')",0.0
17734,MA,2020 q1,4510,0.5571056214480545,"Glenn E. Greene, CFA",0.1607452616320257,male,"Oppenheimer & Co., Inc.","('MA', '2020 q1')",0.0
17735,V,2020 q1,4510,0.5959802259320347,"Glenn E. Greene, CFA",0.1260680209570143,male,"Oppenheimer & Co., Inc.","('V', '2020 q1')",0.003094265004619956
17736,CTXS,2020 q1,4510,0.6101821014708453,"Mr. Jason N. Ader, CFA",0.2870900087447365,male,William Blair & Company,"('CTXS', '2020 q1')",0.0
17737,CTXS,2020 q1,4510,0.6101821014708453,"Raimo Lenschow, CFA",0.6686406637969845,male,Barclays,"('CTXS', '2020 q1')",0.0
17738,INTU,2020 q1,4510,0.6388408329780535,"Raimo Lenschow, CFA",0.7029392508167145,male,Barclays,"('INTU', '2020 q1')",0.0
17739,MSFT,2020 q1,4510,0.4658140980642337,"Raimo Lenschow, CFA",0.1858602892344341,male,Barclays,"('MSFT', '2020 q1')",0.0
17740,NOW,2020 q1,4510,0.49973481003963,"Raimo Lenschow, CFA",0.6091179463218527,male,Barclays,"('NOW', '2020 q1')",0.0
17741,ORCL,2020 q1,4510,0.5722192785526663,"Raimo Lenschow, CFA",0.2248053103813483,male,Barclays,"('ORCL', '2020 q1')",0.00955666322261095
17742,PAYC,2020 q1,4510,0.4731096344746861,"Raimo Lenschow, CFA",0.6718000591751474,male,Barclays,"('PAYC', '2020 q1')",0.012278962880373001
17743,CTXS,2020 q1,4510,0.6101821014708453,Mr. Sanjit K. Singh,0.2505728911515943,male,Morgan Stanley,"('CTXS', '2020 q1')",0.0
17744,CTXS,2020 q1,4510,0.6101821014708453,Mr. Daniel H. Ives,0.3446363363673749,male,Wedbush Securities Inc.,"('CTXS', '2020 q1')",0.0
17745,FTNT,2020 q1,4510,0.3444376885143777,Mr. Daniel H. Ives,0.3164575199388869,male,Wedbush Securities Inc.,"('FTNT', '2020 q1')",0.0
17746,CTXS,2020 q1,4510,0.6101821014708453,Mr. Matthew G. Hedberg,0.3221553900136443,male,RBC Capital Markets,"('CTXS', '2020 q1')",0.0
17747,NLOK,2020 q1,4510,0.7232871944956023,Mr. Matthew G. Hedberg,0.32795553266674,male,RBC Capital Markets,"('NLOK', '2020 q1')",0.0415289057418704
17748,CTXS,2020 q1,4510,0.6101821014708453,"Nikolay Beliov, CFA",0.3782298021826013,male,BofA Global Research,"('CTXS', '2020 q1')",0.0
17749,CTXS,2020 q1,4510,0.6101821014708453,"Kirk Materne, CFA",0.2103544439508641,male,EVERCORE ISI,"('CTXS', '2020 q1')",0.0
17750,INTU,2020 q1,4510,0.6388408329780535,"Kirk Materne, CFA",0.3625042744691086,male,EVERCORE ISI,"('INTU', '2020 q1')",0.0
17751,MSFT,2020 q1,4510,0.4658140980642337,"Kirk Materne, CFA",0.1822212670129516,male,EVERCORE ISI,"('MSFT', '2020 q1')",0.0
17752,NOW,2020 q1,4510,0.49973481003963,"Kirk Materne, CFA",0.5455069884611818,male,EVERCORE ISI,"('NOW', '2020 q1')",0.03333333507180214
17753,ORCL,2020 q1,4510,0.5722192785526663,"Kirk Materne, CFA",0.1211166103543013,male,EVERCORE ISI,"('ORCL', '2020 q1')",0.0
17754,CTXS,2020 q1,4510,0.6101821014708453,Mr. Ittai Kidron,0.1866157581649602,male,"Oppenheimer & Co., Inc.","('CTXS', '2020 q1')",0.0
17755,DXC,2020 q1,4510,0.8117286967366107,Acquisdata Research Team,0.6410914822363972,Not a person,Acquisdata,"('DXC', '2020 q1')",0.03333333507180214
17756,DXC,2020 q1,4510,0.8117286967366107,Mr. Christopher A. Jacobson,0.9209933611148408,male,Susquehanna Financial Group LLLP,"('DXC', '2020 q1')",0.0
17757,DXC,2020 q1,4510,0.8117286967366107,Mr. Rayna Kumar,0.5437528814721757,male,EVERCORE ISI,"('DXC', '2020 q1')",0.0
17758,WU,2020 q1,4510,0.6931059828225714,Mr. Rayna Kumar,0.4295352277860346,male,EVERCORE ISI,"('WU', '2020 q1')",0.0
17759,FIS,2020 q1,4510,0.4946574598797114,Mr. Jeff Cantwell,0.417207608425342,male,Guggenheim Securities LLC,"('FIS', '2020 q1')",0.0
17760,FISV,2020 q1,4510,0.5908225034541654,Mr. Jeff Cantwell,0.411774854362935,male,Guggenheim Securities LLC,"('FISV', '2020 q1')",0.0
17761,GPN,2020 q1,4510,0.6267847181736447,Mr. Jeff Cantwell,0.3193392905518383,male,Guggenheim Securities LLC,"('GPN', '2020 q1')",0.0
17762,MA,2020 q1,4510,0.5571056214480545,Mr. Jeff Cantwell,0.2888371691151264,male,Guggenheim Securities LLC,"('MA', '2020 q1')",0.0
17763,PYPL,2020 q1,4510,0.4753199958307553,Mr. Jeff Cantwell,0.1979835736574237,male,Guggenheim Securities LLC,"('PYPL', '2020 q1')",0.0
17764,V,2020 q1,4510,0.5959802259320347,Mr. Jeff Cantwell,0.3582486151295924,male,Guggenheim Securities LLC,"('V', '2020 q1')",0.0
17765,WU,2020 q1,4510,0.6931059828225714,Mr. Jeff Cantwell,0.5327491581752333,male,Guggenheim Securities LLC,"('WU', '2020 q1')",0.0
17766,FIS,2020 q1,4510,0.4946574598797114,"Mr. Chris Shutler, CFA",0.1320983244057874,male,William Blair & Company,"('FIS', '2020 q1')",0.0
17767,FISV,2020 q1,4510,0.5908225034541654,"Mr. Chris Shutler, CFA",0.4811098586559808,male,William Blair & Company,"('FISV', '2020 q1')",0.0
17768,FIS,2020 q1,4510,0.4946574598797114,Mr. Georgios Mihalos,0.5983944580163852,male,Cowen and Company,"('FIS', '2020 q1')",0.0
17769,FISV,2020 q1,4510,0.5908225034541654,Mr. Georgios Mihalos,0.6768508708511367,male,Cowen and Company,"('FISV', '2020 q1')",0.0
17770,FLT,2020 q1,4510,0.4438174158487212,Mr. Georgios Mihalos,0.2969621196894215,male,Cowen and Company,"('FLT', '2020 q1')",0.0
17771,GPN,2020 q1,4510,0.6267847181736447,Mr. Georgios Mihalos,0.9607196195613004,male,Cowen and Company,"('GPN', '2020 q1')",0.0
17772,MA,2020 q1,4510,0.5571056214480545,Mr. Georgios Mihalos,0.5794458947716764,male,Cowen and Company,"('MA', '2020 q1')",0.0
17773,PYPL,2020 q1,4510,0.4753199958307553,Mr. Georgios Mihalos,0.5368928968230763,male,Cowen and Company,"('PYPL', '2020 q1')",0.0
17774,V,2020 q1,4510,0.5959802259320347,Mr. Georgios Mihalos,0.722853401619663,male,Cowen and Company,"('V', '2020 q1')",0.0
17775,FIS,2020 q1,4510,0.4946574598797114,Brian M. Turner,0.2917813554292162,male,JPMorgan Econ & FI,"('FIS', '2020 q1')",0.0
17776,FIS,2020 q1,4510,0.4946574598797114,Timothy Chiodo,0.2691844907938384,male,Credit Suisse,"('FIS', '2020 q1')",0.0
17777,FISV,2020 q1,4510,0.5908225034541654,Timothy Chiodo,0.2528832726190089,male,Credit Suisse,"('FISV', '2020 q1')",0.0
17778,FLT,2020 q1,4510,0.4438174158487212,Timothy Chiodo,0.2168728953904157,male,Credit Suisse,"('FLT', '2020 q1')",0.0
17779,GPN,2020 q1,4510,0.6267847181736447,Timothy Chiodo,0.2691661816382645,male,Credit Suisse,"('GPN', '2020 q1')",0.0
17780,PYPL,2020 q1,4510,0.4753199958307553,Timothy Chiodo,0.1768938468058249,male,Credit Suisse,"('PYPL', '2020 q1')",0.0
17781,FIS,2020 q1,4510,0.4946574598797114,"Mr. Joseph A. Vafi, CFA, CFA",0.2227407944650619,male,Canaccord Genuity,"('FIS', '2020 q1')",0.01620269939303398
17782,FISV,2020 q1,4510,0.5908225034541654,"Mr. Joseph A. Vafi, CFA, CFA",0.1712820387763267,male,Canaccord Genuity,"('FISV', '2020 q1')",0.026888122782111168
17783,PYPL,2020 q1,4510,0.4753199958307553,"Mr. Joseph A. Vafi, CFA, CFA",0.2160686349890856,male,Canaccord Genuity,"('PYPL', '2020 q1')",0.0
17784,FLT,2020 q1,4510,0.4438174158487212,Mr. Trevor Williams,0.1804106959051095,male,Jefferies,"('FLT', '2020 q1')",0.0
17785,GPN,2020 q1,4510,0.6267847181736447,Mr. Trevor Williams,0.4356327794246554,male,Jefferies,"('GPN', '2020 q1')",0.0
17786,MA,2020 q1,4510,0.5571056214480545,Mr. Trevor Williams,0.5769745385313482,male,Jefferies,"('MA', '2020 q1')",0.0
17787,V,2020 q1,4510,0.5959802259320347,Mr. Trevor Williams,0.3804007027931894,male,Jefferies,"('V', '2020 q1')",0.012091643176972866
17788,FTNT,2020 q1,4510,0.3444376885143777,Ms. Melissa A. Franchi,0.1759705301375414,female,Morgan Stanley,"('FTNT', '2020 q1')",0.0
17789,FTNT,2020 q1,4510,0.3444376885143777,Mark Cash,0.4418472000735349,male,"Morningstar, Inc.","('FTNT', '2020 q1')",0.0
17790,NLOK,2020 q1,4510,0.7232871944956023,Mark Cash,0.777298099183806,male,"Morningstar, Inc.","('NLOK', '2020 q1')",0.0
17791,FTNT,2020 q1,4510,0.3444376885143777,Mr. Gray Powell,0.3126272532250214,male,BTIG,"('FTNT', '2020 q1')",0.0
17792,FTNT,2020 q1,4510,0.3444376885143777,Mr. Keith Snyder,0.5369243687486328,male,CFRA Equity Research,"('FTNT', '2020 q1')",0.0
17793,NLOK,2020 q1,4510,0.7232871944956023,Mr. Keith Snyder,0.8462295942126002,male,CFRA Equity Research,"('NLOK', '2020 q1')",0.006886893572906653
17794,FTNT,2020 q1,4510,0.3444376885143777,Shaul Eyal,0.0744171962077395,male,"Oppenheimer & Co., Inc.","('FTNT', '2020 q1')",0.0
17795,FTNT,2020 q1,4510,0.3444376885143777,Mr. Imtiaz Koujalgi,0.2919375470614871,male,Guggenheim Securities LLC,"('FTNT', '2020 q1')",0.0
17796,FTNT,2020 q1,4510,0.3444376885143777,Mr. Tal Liani,0.0911964996053875,male,BofA Global Research,"('FTNT', '2020 q1')",0.0
17797,FTNT,2020 q1,4510,0.3444376885143777,Mr. Robbie D. Owens,0.1278354340074659,male,Piper Sandler Companies,"('FTNT', '2020 q1')",0.0
17798,NOW,2020 q1,4510,0.49973481003963,Mr. Robbie D. Owens,0.1206652038226668,male,Piper Sandler Companies,"('NOW', '2020 q1')",0.0
17799,FTNT,2020 q1,4510,0.3444376885143777,Dan Bergstrom,0.1056216716490506,male,RBC Capital Markets,"('FTNT', '2020 q1')",0.0
17800,FTNT,2020 q1,4510,0.3444376885143777,Ms. Catharine A. Trebnick,0.0645266876124224,female,Colliers Securities,"('FTNT', '2020 q1')",0.015214752405881882
17801,FTNT,2020 q1,4510,0.3444376885143777,Mr. Nicholas Yako,0.2453567897674043,male,Cowen and Company,"('FTNT', '2020 q1')",0.0
17802,MSFT,2020 q1,4510,0.4658140980642337,Mr. Nicholas Yako,0.284684573582921,male,Cowen and Company,"('MSFT', '2020 q1')",0.0
17803,NLOK,2020 q1,4510,0.7232871944956023,Mr. Nicholas Yako,0.5050142202335793,male,Cowen and Company,"('NLOK', '2020 q1')",0.0
17804,GPN,2020 q1,4510,0.6267847181736447,Mr. Brett Horn,0.6228144387553101,male,"Morningstar, Inc.","('GPN', '2020 q1')",0.006666667014360428
17805,MA,2020 q1,4510,0.5571056214480545,Mr. Brett Horn,0.6336783541480939,male,"Morningstar, Inc.","('MA', '2020 q1')",0.0
17806,PYPL,2020 q1,4510,0.4753199958307553,Mr. Brett Horn,0.6067272309593721,male,"Morningstar, Inc.","('PYPL', '2020 q1')",0.0
17807,V,2020 q1,4510,0.5959802259320347,Mr. Brett Horn,0.6060156164596504,male,"Morningstar, Inc.","('V', '2020 q1')",0.0
17808,WU,2020 q1,4510,0.6931059828225714,Mr. Brett Horn,0.8955977198108273,male,"Morningstar, Inc.","('WU', '2020 q1')",0.0
17809,IBM,2020 q1,4510,0.6334760014941974,Wamsi Mohan,0.241837258608434,male,BofA Global Research,"('IBM', '2020 q1')",0.0
17810,IBM,2020 q1,4510,0.6334760014941974,Ms. Katy L. Huberty,0.4388240335369266,female,Morgan Stanley,"('IBM', '2020 q1')",0.0
17811,IBM,2020 q1,4510,0.6334760014941974,"Mr. Amit J. Daryanani, CFA",0.3719236925473085,male,EVERCORE ISI,"('IBM', '2020 q1')",0.01666666753590107
17812,INTU,2020 q1,4510,0.6388408329780535,Michael Turrin,0.2066340145106584,male,"Wells Fargo Securities, LLC","('INTU', '2020 q1')",0.0
17813,INTU,2020 q1,4510,0.6388408329780535,Mr. John Barrett,0.6289528260775665,male,"Morningstar, Inc.","('INTU', '2020 q1')",0.0
17814,ORCL,2020 q1,4510,0.5722192785526663,Mr. John Barrett,0.4848924044917104,male,"Morningstar, Inc.","('ORCL', '2020 q1')",0.017252101252476375
17815,PAYC,2020 q1,4510,0.4731096344746861,Mr. John Barrett,0.6195687478030325,male,"Morningstar, Inc.","('PAYC', '2020 q1')",0.0
17816,VRSN,2020 q1,4510,0.9817485202837032,Mr. John Barrett,0.9688427752096208,male,"Morningstar, Inc.","('VRSN', '2020 q1')",0.0
17817,IT,2020 q1,4510,0.6683869070507277,Manav S. Patnaik,0.7045990624656436,male,Barclays,"('IT', '2020 q1')",0.0
17818,IT,2020 q1,4510,0.6683869070507277,Ms. Toni M. Kaplan,0.5227515131284663,female,Morgan Stanley,"('IT', '2020 q1')",0.0
17819,IT,2020 q1,4510,0.6683869070507277,"Mr. William A. Warmington, Jr",0.5214878378742352,male,"Wells Fargo Securities, LLC","('IT', '2020 q1')",0.0
17820,IT,2020 q1,4510,0.6683869070507277,"Mr. Gary E. Bisbee, CFA",0.3983142463715635,male,BofA Global Research,"('IT', '2020 q1')",0.0
17821,MA,2020 q1,4510,0.5571056214480545,"Mr. Christopher R. Donat, CFA",0.2085316318483224,male,Piper Sandler Companies,"('MA', '2020 q1')",0.0
17822,V,2020 q1,4510,0.5959802259320347,"Mr. Christopher R. Donat, CFA",0.1575984770353292,male,Piper Sandler Companies,"('V', '2020 q1')",0.0
17823,MA,2020 q1,4510,0.5571056214480545,Mr. Michael Kaye,0.2161855073206745,male,"Wells Fargo Securities, LLC","('MA', '2020 q1')",0.013059713877737522
17824,V,2020 q1,4510,0.5959802259320347,Mr. Michael Kaye,0.1756150050721909,male,"Wells Fargo Securities, LLC","('V', '2020 q1')",0.0
17825,MA,2020 q1,4510,0.5571056214480545,Mr. Moshe Orenbuch,0.2417514971040476,male,Credit Suisse,"('MA', '2020 q1')",0.013811686386664709
17826,V,2020 q1,4510,0.5959802259320347,Mr. Moshe Orenbuch,0.1570646841926829,male,Credit Suisse,"('V', '2020 q1')",0.0
17827,MA,2020 q1,4510,0.5571056214480545,Chris Kuiper,0.5914034645606338,male,CFRA Equity Research,"('MA', '2020 q1')",0.0
17828,PYPL,2020 q1,4510,0.4753199958307553,Chris Kuiper,0.4709941357367277,male,CFRA Equity Research,"('PYPL', '2020 q1')",0.0
17829,V,2020 q1,4510,0.5959802259320347,Chris Kuiper,0.4642073422344442,male,CFRA Equity Research,"('V', '2020 q1')",0.0
17830,WU,2020 q1,4510,0.6931059828225714,Chris Kuiper,0.6394836540772044,male,CFRA Equity Research,"('WU', '2020 q1')",0.0
17831,MSFT,2020 q1,4510,0.4658140980642337,Mr. Ravindra kulkarni,0.5025426429569846,male,Crispidea,"('MSFT', '2020 q1')",0.0
17832,NOW,2020 q1,4510,0.49973481003963,Mr. Bhavan S. Suri,0.1438592832998219,male,William Blair & Company,"('NOW', '2020 q1')",0.0
17833,NOW,2020 q1,4510,0.49973481003963,"Mr. Joel P. Fishbein, Jr",0.1277961012035123,male,SunTrust Robinson Humphrey Capital Markets,"('NOW', '2020 q1')",0.0
17834,NOW,2020 q1,4510,0.49973481003963,Mr. Jonathan Kees,0.1845139653590358,male,Summit Insights Group,"('NOW', '2020 q1')",0.0
17835,ORCL,2020 q1,4510,0.5722192785526663,Mr. David A. Talbot,0.6373041919210828,male,Eight Capital,"('ORCL', '2020 q1')",0.012751253011325995
17836,PAYC,2020 q1,4510,0.4731096344746861,Mr. Nandan G. Amladi,0.3193472646850346,male,Guggenheim Securities LLC,"('PAYC', '2020 q1')",0.03129534795880318
17837,PYPL,2020 q1,4510,0.4753199958307553,Ms. Merlyn Sushmitha,0.4433461958818514,female,Crispidea,"('PYPL', '2020 q1')",0.0
17838,V,2020 q1,4510,0.5959802259320347,Ms. Merlyn Sushmitha,0.2762150140258659,female,Crispidea,"('V', '2020 q1')",0.0
17839,SNPS,2020 q1,4510,0.634325481048751,Mr. Jackson E. Ader,0.3817412906868371,male,JPMorgan,"('SNPS', '2020 q1')",0.0
17840,SNPS,2020 q1,4510,0.634325481048751,Mr. Adam Gonzalez,0.4864750992714715,male,BofA Global Research,"('SNPS', '2020 q1')",0.0
17841,WU,2020 q1,4510,0.6931059828225714,Mr. Michael Grondahl,0.2744337758173462,male,Northland Securities,"('WU', '2020 q1')",0.0044028305759032564
17842,ACN,2020 q2,4510,0.5544265207339338,Julie Bhusal Sharma,0.5539271490227294,female,"Morningstar, Inc.","('ACN', '2020 q2')",0.0
17843,ADSK,2020 q2,4510,0.6545266711531497,Julie Bhusal Sharma,0.6386816028017818,female,"Morningstar, Inc.","('ADSK', '2020 q2')",0.0
17844,CTSH,2020 q2,4510,0.7701693809034252,Julie Bhusal Sharma,0.7444581817855597,female,"Morningstar, Inc.","('CTSH', '2020 q2')",0.011111111690600714
17845,IBM,2020 q2,4510,0.6810084114145796,Julie Bhusal Sharma,0.5726188412495617,female,"Morningstar, Inc.","('IBM', '2020 q2')",0.008333333767950535
17846,INTU,2020 q2,4510,0.5427334210276733,Julie Bhusal Sharma,0.7478216086787812,female,"Morningstar, Inc.","('INTU', '2020 q2')",0.008333333767950535
17847,ACN,2020 q2,4510,0.5544265207339338,Mr. Arvind A. Ramnani,0.3433953531665239,male,Piper Sandler Companies,"('ACN', '2020 q2')",0.0
17848,PAYC,2020 q2,4510,0.5653812682174584,Mr. Arvind A. Ramnani,0.4276902117294975,male,Piper Sandler Companies,"('PAYC', '2020 q2')",0.0
17849,ACN,2020 q2,4510,0.5544265207339338,"Mr. David M. Togut, CFA",0.6412050974972604,male,EVERCORE ISI,"('ACN', '2020 q2')",0.03333333507180214
17850,ADP,2020 q2,4510,0.7312022027143077,"Mr. David M. Togut, CFA",0.5075386734158615,male,EVERCORE ISI,"('ADP', '2020 q2')",0.025000001303851604
17851,CTSH,2020 q2,4510,0.7701693809034252,"Mr. David M. Togut, CFA",0.3961000997662508,male,EVERCORE ISI,"('CTSH', '2020 q2')",0.011111111690600714
17852,FIS,2020 q2,4510,0.5664126396726068,"Mr. David M. Togut, CFA",0.2213991467381132,male,EVERCORE ISI,"('FIS', '2020 q2')",0.008333333767950535
17853,FISV,2020 q2,4510,0.5317501393648791,"Mr. David M. Togut, CFA",0.2164629666089518,male,EVERCORE ISI,"('FISV', '2020 q2')",0.0
17854,FLT,2020 q2,4510,0.4446395263195738,"Mr. David M. Togut, CFA",0.308418324776461,male,EVERCORE ISI,"('FLT', '2020 q2')",0.0
17855,GPN,2020 q2,4510,0.5320600436557456,"Mr. David M. Togut, CFA",0.2363357495996323,male,EVERCORE ISI,"('GPN', '2020 q2')",0.0
17856,JKHY,2020 q2,4510,0.6507664664774035,"Mr. David M. Togut, CFA",0.5406773258720956,male,EVERCORE ISI,"('JKHY', '2020 q2')",0.0
17857,MA,2020 q2,4510,0.5140656306971255,"Mr. David M. Togut, CFA",0.2718302325009456,male,EVERCORE ISI,"('MA', '2020 q2')",0.0
17858,PAYX,2020 q2,4510,0.7470618330501584,"Mr. David M. Togut, CFA",0.5594601200649032,male,EVERCORE ISI,"('PAYX', '2020 q2')",0.0
17859,PYPL,2020 q2,4510,0.550628387328736,"Mr. David M. Togut, CFA",0.4139603220080335,male,EVERCORE ISI,"('PYPL', '2020 q2')",0.0
17860,V,2020 q2,4510,0.6277428712400266,"Mr. David M. Togut, CFA",0.4587832258235988,male,EVERCORE ISI,"('V', '2020 q2')",0.0
17861,ACN,2020 q2,4510,0.5544265207339338,Ms. Clemence Cachet-Fournier,0.2886743438526669,female,Exane BNP Paribas,"('ACN', '2020 q2')",0.0
17862,ACN,2020 q2,4510,0.5544265207339338,Richard Nguyen,0.3636533196352302,male,Societe Generale,"('ACN', '2020 q2')",0.0
17863,CRM,2020 q2,4510,0.5586740018619778,Richard Nguyen,0.61463906400054,male,Societe Generale,"('CRM', '2020 q2')",0.0
17864,CTSH,2020 q2,4510,0.7701693809034252,Richard Nguyen,0.8742776421578746,male,Societe Generale,"('CTSH', '2020 q2')",0.0
17865,IBM,2020 q2,4510,0.6810084114145796,Richard Nguyen,0.7923005808133102,male,Societe Generale,"('IBM', '2020 q2')",0.0
17866,ORCL,2020 q2,4510,0.7387390051046165,Richard Nguyen,0.7969706059542242,male,Societe Generale,"('ORCL', '2020 q2')",0.0
17867,ACN,2020 q2,4510,0.5544265207339338,Ms. Akansha Agarwal,0.5841289117379885,female,Crispidea,"('ACN', '2020 q2')",0.0
17868,CRM,2020 q2,4510,0.5586740018619778,Ms. Akansha Agarwal,0.5805169206653114,female,Crispidea,"('CRM', '2020 q2')",0.010266121476888657
17869,CTSH,2020 q2,4510,0.7701693809034252,Ms. Akansha Agarwal,0.5887569539830361,female,Crispidea,"('CTSH', '2020 q2')",0.0
17870,ADBE,2020 q2,4510,0.108494503433462,"Keith E. Weiss, CFA",0.108494503433462,male,Morgan Stanley,"('ADBE', '2020 q2')",0.0
17871,ADSK,2020 q2,4510,0.6545266711531497,"Keith E. Weiss, CFA",0.6340484190294157,male,Morgan Stanley,"('ADSK', '2020 q2')",0.03333333507180214
17872,AKAM,2020 q2,4510,0.5784649669514168,"Keith E. Weiss, CFA",0.625661457945484,male,Morgan Stanley,"('AKAM', '2020 q2')",0.03333333507180214
17873,CRM,2020 q2,4510,0.5586740018619778,"Keith E. Weiss, CFA",0.6300514360781001,male,Morgan Stanley,"('CRM', '2020 q2')",0.03333333507180214
17874,INTU,2020 q2,4510,0.5427334210276733,"Keith E. Weiss, CFA",0.2584317853406606,male,Morgan Stanley,"('INTU', '2020 q2')",0.023809525051287243
17875,MSFT,2020 q2,4510,0.4705202316065906,"Keith E. Weiss, CFA",0.6864443933474037,male,Morgan Stanley,"('MSFT', '2020 q2')",0.03333333507180214
17876,NLOK,2020 q2,4510,0.7136701425622576,"Keith E. Weiss, CFA",0.6096747739538908,male,Morgan Stanley,"('NLOK', '2020 q2')",0.03333333507180214
17877,NOW,2020 q2,4510,0.4434715328631058,"Keith E. Weiss, CFA",0.6759377307020578,male,Morgan Stanley,"('NOW', '2020 q2')",0.03333333507180214
17878,ADBE,2020 q2,4510,0.108494503433462,Mr. Brian J. Schwartz,0.1084945034334617,male,"Oppenheimer & Co., Inc.","('ADBE', '2020 q2')",0.0
17879,ADSK,2020 q2,4510,0.6545266711531497,Mr. Brian J. Schwartz,0.3992022526155469,male,"Oppenheimer & Co., Inc.","('ADSK', '2020 q2')",0.0
17880,CRM,2020 q2,4510,0.5586740018619778,Mr. Brian J. Schwartz,0.1231756523578452,male,"Oppenheimer & Co., Inc.","('CRM', '2020 q2')",0.009978232905268669
17881,PAYC,2020 q2,4510,0.5653812682174584,Mr. Brian J. Schwartz,0.279238050307404,male,"Oppenheimer & Co., Inc.","('PAYC', '2020 q2')",0.0
17882,ADP,2020 q2,4510,0.7312022027143077,David Holt,0.7491913903541577,male,CFRA Equity Research,"('ADP', '2020 q2')",0.0
17883,ADS,2020 q2,4510,0.6116743810670006,David Holt,0.7548572892555087,male,CFRA Equity Research,"('ADS', '2020 q2')",0.0
17884,BR,2020 q2,4510,0.8522579187575012,David Holt,0.8522579187575012,male,CFRA Equity Research,"('BR', '2020 q2')",0.0
17885,CTSH,2020 q2,4510,0.7701693809034252,David Holt,0.7316837491032752,male,CFRA Equity Research,"('CTSH', '2020 q2')",0.0
17886,DXC,2020 q2,4510,0.7417617846940503,David Holt,0.8118278107600957,male,CFRA Equity Research,"('DXC', '2020 q2')",0.0
17887,FIS,2020 q2,4510,0.5664126396726068,David Holt,0.537469168164611,male,CFRA Equity Research,"('FIS', '2020 q2')",0.0
17888,FISV,2020 q2,4510,0.5317501393648791,David Holt,0.5222667606316284,male,CFRA Equity Research,"('FISV', '2020 q2')",0.0
17889,FLT,2020 q2,4510,0.4446395263195738,David Holt,0.5524010213216206,male,CFRA Equity Research,"('FLT', '2020 q2')",0.0
17890,GPN,2020 q2,4510,0.5320600436557456,David Holt,0.5330744434536154,male,CFRA Equity Research,"('GPN', '2020 q2')",0.0
17891,IBM,2020 q2,4510,0.6810084114145796,David Holt,0.6864770079747465,male,CFRA Equity Research,"('IBM', '2020 q2')",0.0
17892,IT,2020 q2,4510,0.6077019991924166,David Holt,0.8544501108637074,male,CFRA Equity Research,"('IT', '2020 q2')",0.0
17893,JKHY,2020 q2,4510,0.6507664664774035,David Holt,0.6761179013148072,male,CFRA Equity Research,"('JKHY', '2020 q2')",0.022222223381201427
17894,PAYX,2020 q2,4510,0.7470618330501584,David Holt,0.5823608431744012,male,CFRA Equity Research,"('PAYX', '2020 q2')",0.0
17895,ADP,2020 q2,4510,0.7312022027143077,Kartik Mehta,0.3896385686889495,male,Northcoast Research,"('ADP', '2020 q2')",0.0
17896,FIS,2020 q2,4510,0.5664126396726068,Kartik Mehta,0.200600739331162,male,Northcoast Research,"('FIS', '2020 q2')",0.0
17897,FISV,2020 q2,4510,0.5317501393648791,Kartik Mehta,0.2460599794480476,male,Northcoast Research,"('FISV', '2020 q2')",0.0
17898,GPN,2020 q2,4510,0.5320600436557456,Kartik Mehta,0.1730057710648087,male,Northcoast Research,"('GPN', '2020 q2')",0.0
17899,INTU,2020 q2,4510,0.5427334210276733,Kartik Mehta,0.2682435732535239,male,Northcoast Research,"('INTU', '2020 q2')",0.0
17900,JKHY,2020 q2,4510,0.6507664664774035,Kartik Mehta,0.3805136199251995,male,Northcoast Research,"('JKHY', '2020 q2')",0.0
17901,PAYX,2020 q2,4510,0.7470618330501584,Kartik Mehta,0.3586281139261533,male,Northcoast Research,"('PAYX', '2020 q2')",0.017242398113012314
17902,WU,2020 q2,4510,0.5974354763846335,Kartik Mehta,0.3408393897643627,male,Northcoast Research,"('WU', '2020 q2')",0.0
17903,ADP,2020 q2,4510,0.7312022027143077,Mr. Steven Wald,0.5676179998674031,male,Morgan Stanley,"('ADP', '2020 q2')",0.0
17904,FLT,2020 q2,4510,0.4446395263195738,Mr. Steven Wald,0.226123809029708,male,Morgan Stanley,"('FLT', '2020 q2')",0.0
17905,PAYX,2020 q2,4510,0.7470618330501584,Mr. Steven Wald,0.4426056329853223,male,Morgan Stanley,"('PAYX', '2020 q2')",0.0
17906,ADP,2020 q2,4510,0.7312022027143077,Mr. Bryan Bergin,0.4748750998864196,male,Cowen and Company,"('ADP', '2020 q2')",0.0
17907,CTSH,2020 q2,4510,0.7701693809034252,Mr. Bryan Bergin,0.3467923875637095,male,Cowen and Company,"('CTSH', '2020 q2')",0.0
17908,PAYX,2020 q2,4510,0.7470618330501584,Mr. Bryan Bergin,0.5205941590018888,male,Cowen and Company,"('PAYX', '2020 q2')",0.0
17909,ADP,2020 q2,4510,0.7312022027143077,Mr. Darrin D. Peller,0.2968078868229994,male,Wolfe Research,"('ADP', '2020 q2')",0.0
17910,ADS,2020 q2,4510,0.6116743810670006,Mr. Darrin D. Peller,0.3390225809673174,male,Wolfe Research,"('ADS', '2020 q2')",0.022655535489320755
17911,DXC,2020 q2,4510,0.7417617846940503,Mr. Darrin D. Peller,0.4425211198202725,male,Wolfe Research,"('DXC', '2020 q2')",0.0
17912,FIS,2020 q2,4510,0.5664126396726068,Mr. Darrin D. Peller,0.2775296916686061,male,Wolfe Research,"('FIS', '2020 q2')",0.0
17913,FLT,2020 q2,4510,0.4446395263195738,Mr. Darrin D. Peller,0.1265418970055903,male,Wolfe Research,"('FLT', '2020 q2')",0.0
17914,GPN,2020 q2,4510,0.5320600436557456,Mr. Darrin D. Peller,0.3019716963519552,male,Wolfe Research,"('GPN', '2020 q2')",0.0
17915,PYPL,2020 q2,4510,0.550628387328736,Mr. Darrin D. Peller,0.2216977646592194,male,Wolfe Research,"('PYPL', '2020 q2')",0.0
17916,WU,2020 q2,4510,0.5974354763846335,Mr. Darrin D. Peller,0.1394359863051305,male,Wolfe Research,"('WU', '2020 q2')",0.0
17917,ADP,2020 q2,4510,0.7312022027143077,Kevin D. McVeigh,0.688589198196237,male,Credit Suisse,"('ADP', '2020 q2')",0.0
17918,PAYX,2020 q2,4510,0.7470618330501584,Kevin D. McVeigh,0.5519912358067449,male,Credit Suisse,"('PAYX', '2020 q2')",0.0
17919,ADP,2020 q2,4510,0.7312022027143077,SADIF Research,0.9622146072990392,Not a person,Sadif Analytics Prime,"('ADP', '2020 q2')",0.9342915415763855
17920,ADSK,2020 q2,4510,0.6545266711531497,SADIF Research,0.9681881738034992,Not a person,Sadif Analytics Prime,"('ADSK', '2020 q2')",0.9424150586128235
17921,CTSH,2020 q2,4510,0.7701693809034252,SADIF Research,0.9790155862580164,Not a person,Sadif Analytics Prime,"('CTSH', '2020 q2')",0.9493556022644043
17922,CTXS,2020 q2,4510,0.6215092839917555,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CTXS', '2020 q2')",0.960443913936615
17923,VRSN,2020 q2,4510,0.9945764167138094,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VRSN', '2020 q2')",0.9783068299293518
17924,ADP,2020 q2,4510,0.7312022027143077,Mr. Jason Kupferberg,0.7152270943438547,male,BofA Global Research,"('ADP', '2020 q2')",0.07370851933956146
17925,CTSH,2020 q2,4510,0.7701693809034252,Mr. Jason Kupferberg,0.5162129972741725,male,BofA Global Research,"('CTSH', '2020 q2')",0.0
17926,GPN,2020 q2,4510,0.5320600436557456,Mr. Jason Kupferberg,0.1742955831101481,male,BofA Global Research,"('GPN', '2020 q2')",0.0
17927,MA,2020 q2,4510,0.5140656306971255,Mr. Jason Kupferberg,0.2066942392183437,male,BofA Global Research,"('MA', '2020 q2')",0.0
17928,PYPL,2020 q2,4510,0.550628387328736,Mr. Jason Kupferberg,0.2096593812437906,male,BofA Global Research,"('PYPL', '2020 q2')",0.003607556534310182
17929,V,2020 q2,4510,0.6277428712400266,Mr. Jason Kupferberg,0.659911312733316,male,BofA Global Research,"('V', '2020 q2')",0.028942132368683815
17930,WU,2020 q2,4510,0.5974354763846335,Mr. Jason Kupferberg,0.4314909651147183,male,BofA Global Research,"('WU', '2020 q2')",0.0
17931,ADP,2020 q2,4510,0.7312022027143077,Mr. Bryan Keane,0.3065973626025527,male,Deutsche Bank,"('ADP', '2020 q2')",0.0
17932,CTSH,2020 q2,4510,0.7701693809034252,Mr. Bryan Keane,0.915623670338843,male,Deutsche Bank,"('CTSH', '2020 q2')",0.0
17933,DXC,2020 q2,4510,0.7417617846940503,Mr. Bryan Keane,0.9119681592603603,male,Deutsche Bank,"('DXC', '2020 q2')",0.0
17934,FIS,2020 q2,4510,0.5664126396726068,Mr. Bryan Keane,0.8633985989624542,male,Deutsche Bank,"('FIS', '2020 q2')",0.0
17935,FISV,2020 q2,4510,0.5317501393648791,Mr. Bryan Keane,0.3667870522382233,male,Deutsche Bank,"('FISV', '2020 q2')",0.0
17936,GPN,2020 q2,4510,0.5320600436557456,Mr. Bryan Keane,0.8661819343136443,male,Deutsche Bank,"('GPN', '2020 q2')",0.01666666753590107
17937,MA,2020 q2,4510,0.5140656306971255,Mr. Bryan Keane,0.6637238285060681,male,Deutsche Bank,"('MA', '2020 q2')",0.03333333507180214
17938,PAYX,2020 q2,4510,0.7470618330501584,Mr. Bryan Keane,0.948943789221552,male,Deutsche Bank,"('PAYX', '2020 q2')",0.0
17939,PYPL,2020 q2,4510,0.550628387328736,Mr. Bryan Keane,0.2718095826233058,male,Deutsche Bank,"('PYPL', '2020 q2')",0.0
17940,V,2020 q2,4510,0.6277428712400266,Mr. Bryan Keane,0.8978736118390191,male,Deutsche Bank,"('V', '2020 q2')",0.0
17941,WU,2020 q2,4510,0.5974354763846335,Mr. Bryan Keane,0.8471695085460904,male,Deutsche Bank,"('WU', '2020 q2')",0.0
17942,ADP,2020 q2,4510,0.7312022027143077,Mr. Samad S. Samana,0.2700467367569324,male,Jefferies,"('ADP', '2020 q2')",0.0
17943,NOW,2020 q2,4510,0.4434715328631058,Mr. Samad S. Samana,0.1841039780995828,male,Jefferies,"('NOW', '2020 q2')",0.0
17944,PAYC,2020 q2,4510,0.5653812682174584,Mr. Samad S. Samana,0.2953051868564498,male,Jefferies,"('PAYC', '2020 q2')",0.0
17945,PAYX,2020 q2,4510,0.7470618330501584,Mr. Samad S. Samana,0.5245130565615732,male,Jefferies,"('PAYX', '2020 q2')",0.0
17946,ADP,2020 q2,4510,0.7312022027143077,Colin Plunkett,0.7900252139694817,male,"Morningstar, Inc.","('ADP', '2020 q2')",0.0
17947,ADS,2020 q2,4510,0.6116743810670006,Colin Plunkett,0.654468796671648,male,"Morningstar, Inc.","('ADS', '2020 q2')",0.0
17948,FIS,2020 q2,4510,0.5664126396726068,Colin Plunkett,0.652856935295649,male,"Morningstar, Inc.","('FIS', '2020 q2')",0.0
17949,FISV,2020 q2,4510,0.5317501393648791,Colin Plunkett,0.5616081167115266,male,"Morningstar, Inc.","('FISV', '2020 q2')",0.0
17950,JKHY,2020 q2,4510,0.6507664664774035,Colin Plunkett,0.7477587682311564,male,"Morningstar, Inc.","('JKHY', '2020 q2')",0.022222223381201427
17951,PAYX,2020 q2,4510,0.7470618330501584,Colin Plunkett,0.7486855045208416,male,"Morningstar, Inc.","('PAYX', '2020 q2')",0.0
17952,ADP,2020 q2,4510,0.7312022027143077,"Mr. Ramsey C. El-Assal, Ph.d",0.6894144286291369,male,Barclays,"('ADP', '2020 q2')",0.0
17953,CTSH,2020 q2,4510,0.7701693809034252,"Mr. Ramsey C. El-Assal, Ph.d",0.6916424796872974,male,Barclays,"('CTSH', '2020 q2')",0.0
17954,FIS,2020 q2,4510,0.5664126396726068,"Mr. Ramsey C. El-Assal, Ph.d",0.713203826196117,male,Barclays,"('FIS', '2020 q2')",0.0
17955,FISV,2020 q2,4510,0.5317501393648791,"Mr. Ramsey C. El-Assal, Ph.d",0.1793382952997342,male,Barclays,"('FISV', '2020 q2')",0.0
17956,FLT,2020 q2,4510,0.4446395263195738,"Mr. Ramsey C. El-Assal, Ph.d",0.1527259256766789,male,Barclays,"('FLT', '2020 q2')",0.0
17957,PAYX,2020 q2,4510,0.7470618330501584,"Mr. Ramsey C. El-Assal, Ph.d",0.8892675131215713,male,Barclays,"('PAYX', '2020 q2')",0.0
17958,PYPL,2020 q2,4510,0.550628387328736,"Mr. Ramsey C. El-Assal, Ph.d",0.1539381980629445,male,Barclays,"('PYPL', '2020 q2')",0.0
17959,ADS,2020 q2,4510,0.6116743810670006,"Mr. John D. Kernan, CFA",0.6765121548241753,male,Cowen and Company,"('ADS', '2020 q2')",0.0
17960,ADS,2020 q2,4510,0.6116743810670006,Mr. James E. Friedman,0.7710625097115735,male,Susquehanna Financial Group LLLP,"('ADS', '2020 q2')",0.0
17961,CTSH,2020 q2,4510,0.7701693809034252,Mr. James E. Friedman,0.8729972021261858,male,Susquehanna Financial Group LLLP,"('CTSH', '2020 q2')",0.0
17962,DXC,2020 q2,4510,0.7417617846940503,Mr. James E. Friedman,0.988721375281524,male,Susquehanna Financial Group LLLP,"('DXC', '2020 q2')",0.0
17963,FIS,2020 q2,4510,0.5664126396726068,Mr. James E. Friedman,0.7748031401623038,male,Susquehanna Financial Group LLLP,"('FIS', '2020 q2')",0.0
17964,FISV,2020 q2,4510,0.5317501393648791,Mr. James E. Friedman,0.651889758498159,male,Susquehanna Financial Group LLLP,"('FISV', '2020 q2')",0.0
17965,GPN,2020 q2,4510,0.5320600436557456,Mr. James E. Friedman,0.8916358691173979,male,Susquehanna Financial Group LLLP,"('GPN', '2020 q2')",0.0
17966,MA,2020 q2,4510,0.5140656306971255,Mr. James E. Friedman,0.9484093694511184,male,Susquehanna Financial Group LLLP,"('MA', '2020 q2')",0.0
17967,PYPL,2020 q2,4510,0.550628387328736,Mr. James E. Friedman,0.8309061910485656,male,Susquehanna Financial Group LLLP,"('PYPL', '2020 q2')",0.0
17968,V,2020 q2,4510,0.6277428712400266,Mr. James E. Friedman,0.8585226919418643,male,Susquehanna Financial Group LLLP,"('V', '2020 q2')",0.0
17969,WU,2020 q2,4510,0.5974354763846335,Mr. James E. Friedman,0.7713578961627094,male,Susquehanna Financial Group LLLP,"('WU', '2020 q2')",0.0
17970,ADS,2020 q2,4510,0.6116743810670006,Mr. Ashish Sabadra,0.7275796300283519,male,Deutsche Bank,"('ADS', '2020 q2')",0.0
17971,ADS,2020 q2,4510,0.6116743810670006,Mr. Robert P. Napoli,0.2115832886639085,male,William Blair & Company,"('ADS', '2020 q2')",0.0
17972,FIS,2020 q2,4510,0.5664126396726068,Mr. Robert P. Napoli,0.1286317916771379,male,William Blair & Company,"('FIS', '2020 q2')",0.0
17973,GPN,2020 q2,4510,0.5320600436557456,Mr. Robert P. Napoli,0.1153178523984612,male,William Blair & Company,"('GPN', '2020 q2')",0.0
17974,MA,2020 q2,4510,0.5140656306971255,Mr. Robert P. Napoli,0.1497541935717754,male,William Blair & Company,"('MA', '2020 q2')",0.0
17975,V,2020 q2,4510,0.6277428712400266,Mr. Robert P. Napoli,0.1775994565989918,male,William Blair & Company,"('V', '2020 q2')",0.0
17976,ADS,2020 q2,4510,0.6116743810670006,Mr. Timothy W. Willi,0.1784727554313073,male,"Wells Fargo Securities, LLC","('ADS', '2020 q2')",0.0
17977,FIS,2020 q2,4510,0.5664126396726068,Mr. Timothy W. Willi,0.1704064576111811,male,"Wells Fargo Securities, LLC","('FIS', '2020 q2')",0.0
17978,FISV,2020 q2,4510,0.5317501393648791,Mr. Timothy W. Willi,0.157142660715616,male,"Wells Fargo Securities, LLC","('FISV', '2020 q2')",0.0
17979,FLT,2020 q2,4510,0.4446395263195738,Mr. Timothy W. Willi,0.156553670991768,male,"Wells Fargo Securities, LLC","('FLT', '2020 q2')",0.02391156181693077
17980,GPN,2020 q2,4510,0.5320600436557456,Mr. Timothy W. Willi,0.1729686742076421,male,"Wells Fargo Securities, LLC","('GPN', '2020 q2')",0.0
17981,JKHY,2020 q2,4510,0.6507664664774035,Mr. Timothy W. Willi,0.5133548464021752,male,"Wells Fargo Securities, LLC","('JKHY', '2020 q2')",0.03333333507180214
17982,PYPL,2020 q2,4510,0.550628387328736,Mr. Timothy W. Willi,0.1297023849611479,male,"Wells Fargo Securities, LLC","('PYPL', '2020 q2')",0.0
17983,WU,2020 q2,4510,0.5974354763846335,Mr. Timothy W. Willi,0.2436654214086491,male,"Wells Fargo Securities, LLC","('WU', '2020 q2')",0.0
17984,ADS,2020 q2,4510,0.6116743810670006,"Daniel R. Perlin, CFA",0.1692009249138109,male,RBC Capital Markets,"('ADS', '2020 q2')",0.021506323479115963
17985,CTSH,2020 q2,4510,0.7701693809034252,"Daniel R. Perlin, CFA",0.2957519681249988,male,RBC Capital Markets,"('CTSH', '2020 q2')",0.0
17986,DXC,2020 q2,4510,0.7417617846940503,"Daniel R. Perlin, CFA",0.4261827001627175,male,RBC Capital Markets,"('DXC', '2020 q2')",0.0
17987,FIS,2020 q2,4510,0.5664126396726068,"Daniel R. Perlin, CFA",0.1073135961908415,male,RBC Capital Markets,"('FIS', '2020 q2')",0.01666666753590107
17988,FISV,2020 q2,4510,0.5317501393648791,"Daniel R. Perlin, CFA",0.164525679478224,male,RBC Capital Markets,"('FISV', '2020 q2')",0.0
17989,FLT,2020 q2,4510,0.4446395263195738,"Daniel R. Perlin, CFA",0.0953555505791442,male,RBC Capital Markets,"('FLT', '2020 q2')",0.0
17990,GPN,2020 q2,4510,0.5320600436557456,"Daniel R. Perlin, CFA",0.1236367908683316,male,RBC Capital Markets,"('GPN', '2020 q2')",0.0
17991,JKHY,2020 q2,4510,0.6507664664774035,"Daniel R. Perlin, CFA",0.4139332029459771,male,RBC Capital Markets,"('JKHY', '2020 q2')",0.0
17992,MA,2020 q2,4510,0.5140656306971255,"Daniel R. Perlin, CFA",0.1295483636145825,male,RBC Capital Markets,"('MA', '2020 q2')",0.019188255071640015
17993,PYPL,2020 q2,4510,0.550628387328736,"Daniel R. Perlin, CFA",0.2030163834819429,male,RBC Capital Markets,"('PYPL', '2020 q2')",0.0048400890082120895
17994,V,2020 q2,4510,0.6277428712400266,"Daniel R. Perlin, CFA",0.2491438208026533,male,RBC Capital Markets,"('V', '2020 q2')",0.0
17995,WU,2020 q2,4510,0.5974354763846335,"Daniel R. Perlin, CFA",0.3612021981661003,male,RBC Capital Markets,"('WU', '2020 q2')",0.021052885800600052
17996,ADS,2020 q2,4510,0.6116743810670006,David M. Scharf,0.280771856696663,male,JMP Securities,"('ADS', '2020 q2')",0.0
17997,WU,2020 q2,4510,0.5974354763846335,David M. Scharf,0.5852588536834916,male,JMP Securities,"('WU', '2020 q2')",0.029910774901509285
17998,ADS,2020 q2,4510,0.6116743810670006,Moshe Katri,0.4489737269898698,male,Wedbush Securities Inc.,"('ADS', '2020 q2')",0.0
17999,IBM,2020 q2,4510,0.6810084114145796,Moshe Katri,0.4953471566046082,male,Wedbush Securities Inc.,"('IBM', '2020 q2')",0.0
18000,PYPL,2020 q2,4510,0.550628387328736,Moshe Katri,0.4870374168775224,male,Wedbush Securities Inc.,"('PYPL', '2020 q2')",0.0
18001,ADS,2020 q2,4510,0.6116743810670006,"Andrew W. Jeffrey, CFA",0.2759659073603391,male,SunTrust Robinson Humphrey Capital Markets,"('ADS', '2020 q2')",0.010152656584978104
18002,FIS,2020 q2,4510,0.5664126396726068,"Andrew W. Jeffrey, CFA",0.2446323707571959,male,SunTrust Robinson Humphrey Capital Markets,"('FIS', '2020 q2')",0.0
18003,FISV,2020 q2,4510,0.5317501393648791,"Andrew W. Jeffrey, CFA",0.3275716818021219,male,SunTrust Robinson Humphrey Capital Markets,"('FISV', '2020 q2')",0.0
18004,FLT,2020 q2,4510,0.4446395263195738,"Andrew W. Jeffrey, CFA",0.2078410846780822,male,SunTrust Robinson Humphrey Capital Markets,"('FLT', '2020 q2')",0.00605847267434001
18005,GPN,2020 q2,4510,0.5320600436557456,"Andrew W. Jeffrey, CFA",0.1471222886677725,male,SunTrust Robinson Humphrey Capital Markets,"('GPN', '2020 q2')",0.010557783767580986
18006,MA,2020 q2,4510,0.5140656306971255,"Andrew W. Jeffrey, CFA",0.2354525475876408,male,SunTrust Robinson Humphrey Capital Markets,"('MA', '2020 q2')",0.0
18007,WU,2020 q2,4510,0.5974354763846335,"Andrew W. Jeffrey, CFA",0.2145626647193728,male,SunTrust Robinson Humphrey Capital Markets,"('WU', '2020 q2')",0.0
18008,ADS,2020 q2,4510,0.6116743810670006,"Mr. Vincent A. Caintic, CFA",0.2993432182802331,male,Stephens Inc.,"('ADS', '2020 q2')",0.0
18009,ADSK,2020 q2,4510,0.6545266711531497,Mr. David E. Hynes Jr.,0.3408928254806607,male,Canaccord Genuity,"('ADSK', '2020 q2')",0.0
18010,CRM,2020 q2,4510,0.5586740018619778,Mr. David E. Hynes Jr.,0.305806528071344,male,Canaccord Genuity,"('CRM', '2020 q2')",0.0
18011,NOW,2020 q2,4510,0.4434715328631058,Mr. David E. Hynes Jr.,0.3382267916771007,male,Canaccord Genuity,"('NOW', '2020 q2')",0.021362926810979843
18012,ADSK,2020 q2,4510,0.6545266711531497,"Mr. Saket Kalia, CFA, CFA",0.2822869563745473,male,Barclays,"('ADSK', '2020 q2')",0.0
18013,FTNT,2020 q2,4510,0.3934486925118656,"Mr. Saket Kalia, CFA, CFA",0.3564239615153581,male,Barclays,"('FTNT', '2020 q2')",0.0
18014,NLOK,2020 q2,4510,0.7136701425622576,"Mr. Saket Kalia, CFA, CFA",0.5180083666131535,male,Barclays,"('NLOK', '2020 q2')",0.0
18015,ADSK,2020 q2,4510,0.6545266711531497,Philip Winslow,0.2379654679955172,male,"Wells Fargo Securities, LLC","('ADSK', '2020 q2')",0.0
18016,CRM,2020 q2,4510,0.5586740018619778,Philip Winslow,0.2257972929051545,male,"Wells Fargo Securities, LLC","('CRM', '2020 q2')",0.0
18017,CTXS,2020 q2,4510,0.6215092839917555,Philip Winslow,0.2021253280796538,male,"Wells Fargo Securities, LLC","('CTXS', '2020 q2')",0.0
18018,MSFT,2020 q2,4510,0.4705202316065906,Philip Winslow,0.2097364376212233,male,"Wells Fargo Securities, LLC","('MSFT', '2020 q2')",0.0
18019,NLOK,2020 q2,4510,0.7136701425622576,Philip Winslow,0.3372133188070621,male,"Wells Fargo Securities, LLC","('NLOK', '2020 q2')",0.0
18020,NOW,2020 q2,4510,0.4434715328631058,Philip Winslow,0.138837766123526,male,"Wells Fargo Securities, LLC","('NOW', '2020 q2')",0.0
18021,ADSK,2020 q2,4510,0.6545266711531497,Mr. Steve R. Koenig,0.2088799079702923,male,Wedbush Securities Inc.,"('ADSK', '2020 q2')",0.0
18022,CRM,2020 q2,4510,0.5586740018619778,Mr. Steve R. Koenig,0.2368750632417254,male,Wedbush Securities Inc.,"('CRM', '2020 q2')",0.0
18023,ADSK,2020 q2,4510,0.6545266711531497,Mr. Matthew G. Hedberg,0.3263753510553902,male,RBC Capital Markets,"('ADSK', '2020 q2')",0.0
18024,CTXS,2020 q2,4510,0.6215092839917555,Mr. Matthew G. Hedberg,0.2937534722470594,male,RBC Capital Markets,"('CTXS', '2020 q2')",0.008211003616452217
18025,NLOK,2020 q2,4510,0.7136701425622576,Mr. Matthew G. Hedberg,0.6086780745074789,male,RBC Capital Markets,"('NLOK', '2020 q2')",0.023587442934513092
18026,ADSK,2020 q2,4510,0.6545266711531497,Mr. Brad A. Zelnick,0.3499533027428604,male,Credit Suisse,"('ADSK', '2020 q2')",0.0
18027,FTNT,2020 q2,4510,0.3934486925118656,Mr. Brad A. Zelnick,0.2268121476436299,male,Credit Suisse,"('FTNT', '2020 q2')",0.0
18028,INTU,2020 q2,4510,0.5427334210276733,Mr. Brad A. Zelnick,0.3927790934393347,male,Credit Suisse,"('INTU', '2020 q2')",0.0
18029,MSFT,2020 q2,4510,0.4705202316065906,Mr. Brad A. Zelnick,0.3646917736730451,male,Credit Suisse,"('MSFT', '2020 q2')",0.0
18030,NLOK,2020 q2,4510,0.7136701425622576,Mr. Brad A. Zelnick,0.4915346790655669,male,Credit Suisse,"('NLOK', '2020 q2')",0.0
18031,NOW,2020 q2,4510,0.4434715328631058,Mr. Brad A. Zelnick,0.2341863533948283,male,Credit Suisse,"('NOW', '2020 q2')",0.0
18032,PAYC,2020 q2,4510,0.5653812682174584,Mr. Brad A. Zelnick,0.5094494166089819,male,Credit Suisse,"('PAYC', '2020 q2')",0.0
18033,ADSK,2020 q2,4510,0.6545266711531497,Mr. Alex Tout,0.823118468479244,male,Deutsche Bank,"('ADSK', '2020 q2')",0.0
18034,ADSK,2020 q2,4510,0.6545266711531497,John Freeman,0.706627593190754,male,CFRA Equity Research,"('ADSK', '2020 q2')",0.0
18035,AKAM,2020 q2,4510,0.5784649669514168,John Freeman,0.736092365744042,male,CFRA Equity Research,"('AKAM', '2020 q2')",0.0
18036,CRM,2020 q2,4510,0.5586740018619778,John Freeman,0.6306381292534645,male,CFRA Equity Research,"('CRM', '2020 q2')",0.0
18037,CTXS,2020 q2,4510,0.6215092839917555,John Freeman,0.6491263682506713,male,CFRA Equity Research,"('CTXS', '2020 q2')",0.0
18038,INTU,2020 q2,4510,0.5427334210276733,John Freeman,0.854390583029641,male,CFRA Equity Research,"('INTU', '2020 q2')",0.0
18039,MSFT,2020 q2,4510,0.4705202316065906,John Freeman,0.7470310030796492,male,CFRA Equity Research,"('MSFT', '2020 q2')",0.0
18040,NOW,2020 q2,4510,0.4434715328631058,John Freeman,0.6505247886886071,male,CFRA Equity Research,"('NOW', '2020 q2')",0.0
18041,ORCL,2020 q2,4510,0.7387390051046165,John Freeman,0.6779324772228258,male,CFRA Equity Research,"('ORCL', '2020 q2')",0.0
18042,SNPS,2020 q2,4510,0.5754121703241454,John Freeman,0.702607168160352,male,CFRA Equity Research,"('SNPS', '2020 q2')",0.0
18043,VRSN,2020 q2,4510,0.9945764167138094,John Freeman,0.9907413641938138,male,CFRA Equity Research,"('VRSN', '2020 q2')",0.0
18044,AKAM,2020 q2,4510,0.5784649669514168,Mr. Mark S. Mahaney,0.3255086249553019,male,RBC Capital Markets,"('AKAM', '2020 q2')",0.0
18045,AKAM,2020 q2,4510,0.5784649669514168,Greg P Miller,0.2389743933248173,male,SunTrust Robinson Humphrey Capital Markets,"('AKAM', '2020 q2')",0.0
18046,AKAM,2020 q2,4510,0.5784649669514168,Mr. Matthew Dolgin,0.6822747588534871,male,"Morningstar, Inc.","('AKAM', '2020 q2')",0.0
18047,AKAM,2020 q2,4510,0.5784649669514168,"Timothy K. Horan, CFA",0.2192824745438017,male,"Oppenheimer & Co., Inc.","('AKAM', '2020 q2')",0.0
18048,AKAM,2020 q2,4510,0.5784649669514168,Colby A. Synesael,0.4684738508774122,male,Cowen and Company,"('AKAM', '2020 q2')",0.0
18049,AKAM,2020 q2,4510,0.5784649669514168,"Mr. Amit J. Daryanani, CFA",0.3767333774554722,male,EVERCORE ISI,"('AKAM', '2020 q2')",0.0
18050,FTNT,2020 q2,4510,0.3934486925118656,"Mr. Amit J. Daryanani, CFA",0.2289842843946136,male,EVERCORE ISI,"('FTNT', '2020 q2')",0.0
18051,IBM,2020 q2,4510,0.6810084114145796,"Mr. Amit J. Daryanani, CFA",0.6546846106820441,male,EVERCORE ISI,"('IBM', '2020 q2')",0.03333333507180214
18052,AKAM,2020 q2,4510,0.5784649669514168,"Mr. Jeff L. Van Rhee, CFA",0.3277003038195232,male,Craig Hallum,"('AKAM', '2020 q2')",0.0
18053,BR,2020 q2,4510,0.8522579187575012,Mr. Rajiv Bhatia,0.8522579187575012,male,"Morningstar, Inc.","('BR', '2020 q2')",0.0
18054,CDNS,2020 q2,4510,0.5575224425937575,Mr. Abhinav Davuluri,0.5575224425937575,male,"Morningstar, Inc.","('CDNS', '2020 q2')",0.0
18055,SNPS,2020 q2,4510,0.5754121703241454,Mr. Abhinav Davuluri,0.6620067566368508,male,"Morningstar, Inc.","('SNPS', '2020 q2')",0.0
18056,CDNS,2020 q2,4510,0.5575224425937575,Mr. Mitch T. Steves,0.5575224425937575,male,RBC Capital Markets,"('CDNS', '2020 q2')",0.0
18057,SNPS,2020 q2,4510,0.5754121703241454,Mr. Mitch T. Steves,0.6298633928228538,male,RBC Capital Markets,"('SNPS', '2020 q2')",0.03333333507180214
18058,CRM,2020 q2,4510,0.5586740018619778,Mr. Dan Romanoff,0.5697360100570196,male,"Morningstar, Inc.","('CRM', '2020 q2')",0.0
18059,CTXS,2020 q2,4510,0.6215092839917555,Mr. Dan Romanoff,0.832383337725616,male,"Morningstar, Inc.","('CTXS', '2020 q2')",0.0
18060,MSFT,2020 q2,4510,0.4705202316065906,Mr. Dan Romanoff,0.4323191121813095,male,"Morningstar, Inc.","('MSFT', '2020 q2')",0.0
18061,NOW,2020 q2,4510,0.4434715328631058,Mr. Dan Romanoff,0.7649289104749459,male,"Morningstar, Inc.","('NOW', '2020 q2')",0.01666666753590107
18062,CRM,2020 q2,4510,0.5586740018619778,Terry Tillman,0.1255807294337038,male,SunTrust Robinson Humphrey Capital Markets,"('CRM', '2020 q2')",0.0
18063,CRM,2020 q2,4510,0.5586740018619778,Mr. Brent A. Bracelin,0.2486623444769894,male,Piper Sandler Companies,"('CRM', '2020 q2')",0.0
18064,CRM,2020 q2,4510,0.5586740018619778,Mr. Alex Zukin,0.2599101155809633,male,RBC Capital Markets,"('CRM', '2020 q2')",0.02013080008327961
18065,INTU,2020 q2,4510,0.5427334210276733,Mr. Alex Zukin,0.162356548948203,male,RBC Capital Markets,"('INTU', '2020 q2')",0.007256012875586748
18066,MSFT,2020 q2,4510,0.4705202316065906,Mr. Alex Zukin,0.1339824361957982,male,RBC Capital Markets,"('MSFT', '2020 q2')",0.0
18067,NOW,2020 q2,4510,0.4434715328631058,Mr. Alex Zukin,0.1248906333225559,male,RBC Capital Markets,"('NOW', '2020 q2')",0.0
18068,CRM,2020 q2,4510,0.5586740018619778,Mr. J. Derrick Wood,0.2313929149786443,male,Cowen and Company,"('CRM', '2020 q2')",0.0
18069,NOW,2020 q2,4510,0.4434715328631058,Mr. J. Derrick Wood,0.09898682674091,male,Cowen and Company,"('NOW', '2020 q2')",0.0
18070,CRM,2020 q2,4510,0.5586740018619778,Kash Rangan,0.2497579261794988,male,BofA Global Research,"('CRM', '2020 q2')",0.0
18071,INTU,2020 q2,4510,0.5427334210276733,Kash Rangan,0.4213785068437927,male,BofA Global Research,"('INTU', '2020 q2')",0.0
18072,MSFT,2020 q2,4510,0.4705202316065906,Kash Rangan,0.2963693402612412,male,BofA Global Research,"('MSFT', '2020 q2')",0.0
18073,NOW,2020 q2,4510,0.4434715328631058,Kash Rangan,0.3407323757837583,male,BofA Global Research,"('NOW', '2020 q2')",0.01666666753590107
18074,CRM,2020 q2,4510,0.5586740018619778,Mr. Stefan J. Slowinski,0.191142327861073,male,Exane BNP Paribas,"('CRM', '2020 q2')",0.0
18075,INTU,2020 q2,4510,0.5427334210276733,Mr. Stefan J. Slowinski,0.3509729904423336,male,Exane BNP Paribas,"('INTU', '2020 q2')",0.0
18076,CRM,2020 q2,4510,0.5586740018619778,Mr. Patrick D. Walravens,0.1606503307625922,male,JMP Securities,"('CRM', '2020 q2')",0.0076453774236142635
18077,NOW,2020 q2,4510,0.4434715328631058,Mr. Patrick D. Walravens,0.0773288257454926,male,JMP Securities,"('NOW', '2020 q2')",0.0
18078,CRM,2020 q2,4510,0.5586740018619778,"Raimo Lenschow, CFA",0.6003116032187272,male,Barclays,"('CRM', '2020 q2')",0.0
18079,CTXS,2020 q2,4510,0.6215092839917555,"Raimo Lenschow, CFA",0.6859708674936613,male,Barclays,"('CTXS', '2020 q2')",0.0
18080,MSFT,2020 q2,4510,0.4705202316065906,"Raimo Lenschow, CFA",0.1910182839522646,male,Barclays,"('MSFT', '2020 q2')",0.0
18081,NLOK,2020 q2,4510,0.7136701425622576,"Raimo Lenschow, CFA",0.6741212255184563,male,Barclays,"('NLOK', '2020 q2')",0.0
18082,NOW,2020 q2,4510,0.4434715328631058,"Raimo Lenschow, CFA",0.5710125682942746,male,Barclays,"('NOW', '2020 q2')",0.0
18083,PAYC,2020 q2,4510,0.5653812682174584,"Raimo Lenschow, CFA",0.6509194918848141,male,Barclays,"('PAYC', '2020 q2')",0.0
18084,CRM,2020 q2,4510,0.5586740018619778,"Kirk Materne, CFA",0.7847784830454617,male,EVERCORE ISI,"('CRM', '2020 q2')",0.0
18085,CTXS,2020 q2,4510,0.6215092839917555,"Kirk Materne, CFA",0.2086110340700268,male,EVERCORE ISI,"('CTXS', '2020 q2')",0.0
18086,MSFT,2020 q2,4510,0.4705202316065906,"Kirk Materne, CFA",0.2204833032344111,male,EVERCORE ISI,"('MSFT', '2020 q2')",0.0
18087,NOW,2020 q2,4510,0.4434715328631058,"Kirk Materne, CFA",0.1468124700122854,male,EVERCORE ISI,"('NOW', '2020 q2')",0.0
18088,CRM,2020 q2,4510,0.5586740018619778,Karl E. Keirstead,0.3850288098466282,male,Deutsche Bank,"('CRM', '2020 q2')",0.0
18089,CTXS,2020 q2,4510,0.6215092839917555,Karl E. Keirstead,0.7634407882037282,male,Deutsche Bank,"('CTXS', '2020 q2')",0.0
18090,CTSH,2020 q2,4510,0.7701693809034252,Ms. Maggie Nolan,0.3049120867358548,female,William Blair & Company,"('CTSH', '2020 q2')",0.0
18091,CTSH,2020 q2,4510,0.7701693809034252,"Surinder Thind, CFA",0.5366288809776614,male,Jefferies,"('CTSH', '2020 q2')",0.02237427979707718
18092,CTSH,2020 q2,4510,0.7701693809034252,Mr. James E. Faucette,0.468014701815575,male,Morgan Stanley,"('CTSH', '2020 q2')",0.0
18093,DXC,2020 q2,4510,0.7417617846940503,Mr. James E. Faucette,0.5401326749442684,male,Morgan Stanley,"('DXC', '2020 q2')",0.0
18094,FIS,2020 q2,4510,0.5664126396726068,Mr. James E. Faucette,0.2078080173746821,male,Morgan Stanley,"('FIS', '2020 q2')",0.0
18095,FISV,2020 q2,4510,0.5317501393648791,Mr. James E. Faucette,0.2467527375819826,male,Morgan Stanley,"('FISV', '2020 q2')",0.0
18096,MA,2020 q2,4510,0.5140656306971255,Mr. James E. Faucette,0.3137911670634873,male,Morgan Stanley,"('MA', '2020 q2')",0.01004848318795363
18097,PYPL,2020 q2,4510,0.550628387328736,Mr. James E. Faucette,0.2514470348086535,male,Morgan Stanley,"('PYPL', '2020 q2')",0.020564500242471695
18098,V,2020 q2,4510,0.6277428712400266,Mr. James E. Faucette,0.3577546457729532,male,Morgan Stanley,"('V', '2020 q2')",0.024731365963816643
18099,WU,2020 q2,4510,0.5974354763846335,Mr. James E. Faucette,0.2479590045385672,male,Morgan Stanley,"('WU', '2020 q2')",0.0
18100,CTSH,2020 q2,4510,0.7701693809034252,"Edward S. Caso, Jr",0.3315553500952961,male,"Wells Fargo Securities, LLC","('CTSH', '2020 q2')",0.0
18101,DXC,2020 q2,4510,0.7417617846940503,"Edward S. Caso, Jr",0.3879041281205639,male,"Wells Fargo Securities, LLC","('DXC', '2020 q2')",0.0
18102,CTXS,2020 q2,4510,0.6215092839917555,Mr. Daniel H. Ives,0.320796485340684,male,Wedbush Securities Inc.,"('CTXS', '2020 q2')",0.0
18103,NLOK,2020 q2,4510,0.7136701425622576,Mr. Daniel H. Ives,0.5138555482882878,male,Wedbush Securities Inc.,"('NLOK', '2020 q2')",0.0
18104,CTXS,2020 q2,4510,0.6215092839917555,Mr. Ittai Kidron,0.1799349395996831,male,"Oppenheimer & Co., Inc.","('CTXS', '2020 q2')",0.0
18105,CTXS,2020 q2,4510,0.6215092839917555,Mr. Sanjit K. Singh,0.1857777044334858,male,Morgan Stanley,"('CTXS', '2020 q2')",0.0
18106,CTXS,2020 q2,4510,0.6215092839917555,Mr. Brent J. Thill,0.1664798814195187,male,Jefferies,"('CTXS', '2020 q2')",0.0
18107,INTU,2020 q2,4510,0.5427334210276733,Mr. Brent J. Thill,0.4105608803107213,male,Jefferies,"('INTU', '2020 q2')",0.006152417045086622
18108,MSFT,2020 q2,4510,0.4705202316065906,Mr. Brent J. Thill,0.2128500011258774,male,Jefferies,"('MSFT', '2020 q2')",0.0
18109,DXC,2020 q2,4510,0.7417617846940503,Mr. Rayna Kumar,0.4962748394927583,male,EVERCORE ISI,"('DXC', '2020 q2')",0.0
18110,WU,2020 q2,4510,0.5974354763846335,Mr. Rayna Kumar,0.4170533487384757,male,EVERCORE ISI,"('WU', '2020 q2')",0.0
18111,FIS,2020 q2,4510,0.5664126396726068,Mr. Georgios Mihalos,0.775508364371069,male,Cowen and Company,"('FIS', '2020 q2')",0.0
18112,FLT,2020 q2,4510,0.4446395263195738,Mr. Georgios Mihalos,0.7991739106531803,male,Cowen and Company,"('FLT', '2020 q2')",0.0
18113,GPN,2020 q2,4510,0.5320600436557456,Mr. Georgios Mihalos,0.6835792743999215,male,Cowen and Company,"('GPN', '2020 q2')",0.0
18114,PYPL,2020 q2,4510,0.550628387328736,Mr. Georgios Mihalos,0.7168314098800526,male,Cowen and Company,"('PYPL', '2020 q2')",0.0
18115,V,2020 q2,4510,0.6277428712400266,Mr. Georgios Mihalos,0.7191156622082862,male,Cowen and Company,"('V', '2020 q2')",0.0
18116,FIS,2020 q2,4510,0.5664126396726068,Timothy Chiodo,0.2456156726886267,male,Credit Suisse,"('FIS', '2020 q2')",0.0036526781817277274
18117,FLT,2020 q2,4510,0.4446395263195738,Timothy Chiodo,0.2435667771506406,male,Credit Suisse,"('FLT', '2020 q2')",0.0
18118,GPN,2020 q2,4510,0.5320600436557456,Timothy Chiodo,0.2499294238700295,male,Credit Suisse,"('GPN', '2020 q2')",0.0
18119,WU,2020 q2,4510,0.5974354763846335,Timothy Chiodo,0.2947647978621168,male,Credit Suisse,"('WU', '2020 q2')",0.0
18120,FIS,2020 q2,4510,0.5664126396726068,"Glenn E. Greene, CFA",0.2114331076732237,male,"Oppenheimer & Co., Inc.","('FIS', '2020 q2')",0.0
18121,FLT,2020 q2,4510,0.4446395263195738,"Glenn E. Greene, CFA",0.2029422706020884,male,"Oppenheimer & Co., Inc.","('FLT', '2020 q2')",0.0
18122,GPN,2020 q2,4510,0.5320600436557456,"Glenn E. Greene, CFA",0.1225367706062704,male,"Oppenheimer & Co., Inc.","('GPN', '2020 q2')",0.0
18123,JKHY,2020 q2,4510,0.6507664664774035,"Glenn E. Greene, CFA",0.5133548464021751,male,"Oppenheimer & Co., Inc.","('JKHY', '2020 q2')",0.03333333507180214
18124,MA,2020 q2,4510,0.5140656306971255,"Glenn E. Greene, CFA",0.1631404896095628,male,"Oppenheimer & Co., Inc.","('MA', '2020 q2')",0.0
18125,V,2020 q2,4510,0.6277428712400266,"Glenn E. Greene, CFA",0.1646067573675299,male,"Oppenheimer & Co., Inc.","('V', '2020 q2')",0.0
18126,FIS,2020 q2,4510,0.5664126396726068,"Mr. Joseph A. Vafi, CFA, CFA",0.1881750177396057,male,Canaccord Genuity,"('FIS', '2020 q2')",0.0
18127,FISV,2020 q2,4510,0.5317501393648791,"Mr. Joseph A. Vafi, CFA, CFA",0.2330601248916357,male,Canaccord Genuity,"('FISV', '2020 q2')",0.01611664518713951
18128,PYPL,2020 q2,4510,0.550628387328736,"Mr. Joseph A. Vafi, CFA, CFA",0.16377032229149,male,Canaccord Genuity,"('PYPL', '2020 q2')",0.0
18129,FIS,2020 q2,4510,0.5664126396726068,Mr. Jeff Cantwell,0.3895801309442427,male,Guggenheim Securities LLC,"('FIS', '2020 q2')",0.0
18130,FISV,2020 q2,4510,0.5317501393648791,Mr. Jeff Cantwell,0.4503602980855398,male,Guggenheim Securities LLC,"('FISV', '2020 q2')",0.0
18131,GPN,2020 q2,4510,0.5320600436557456,Mr. Jeff Cantwell,0.380270104229566,male,Guggenheim Securities LLC,"('GPN', '2020 q2')",0.0
18132,MA,2020 q2,4510,0.5140656306971255,Mr. Jeff Cantwell,0.2240992073295566,male,Guggenheim Securities LLC,"('MA', '2020 q2')",0.008026521652936935
18133,PYPL,2020 q2,4510,0.550628387328736,Mr. Jeff Cantwell,0.4597720358317422,male,Guggenheim Securities LLC,"('PYPL', '2020 q2')",0.0
18134,WU,2020 q2,4510,0.5974354763846335,Mr. Jeff Cantwell,0.3020224054949148,male,Guggenheim Securities LLC,"('WU', '2020 q2')",0.0
18135,FISV,2020 q2,4510,0.5317501393648791,Acquisdata Research Team,0.8372334155866281,Not a person,Acquisdata,"('FISV', '2020 q2')",0.0
18136,FLT,2020 q2,4510,0.4446395263195738,Conan Leon,0.2749857701013645,male,Wolfe Research,"('FLT', '2020 q2')",0.0
18137,FLT,2020 q2,4510,0.4446395263195738,Mr. Mark Palmer,0.6538742399507399,male,BTIG,"('FLT', '2020 q2')",0.03333333507180214
18138,PYPL,2020 q2,4510,0.550628387328736,Mr. Mark Palmer,0.1687922164197631,male,BTIG,"('PYPL', '2020 q2')",0.0
18139,WU,2020 q2,4510,0.5974354763846335,Mr. Mark Palmer,0.206576573170857,male,BTIG,"('WU', '2020 q2')",0.0
18140,FLT,2020 q2,4510,0.4446395263195738,Mr. Trevor Williams,0.1431153403595744,male,Jefferies,"('FLT', '2020 q2')",0.0
18141,FTNT,2020 q2,4510,0.3934486925118656,Shaul Eyal,0.0674511416125403,male,"Oppenheimer & Co., Inc.","('FTNT', '2020 q2')",0.008793105681737265
18142,FTNT,2020 q2,4510,0.3934486925118656,Mark Cash,0.4583277498802082,male,"Morningstar, Inc.","('FTNT', '2020 q2')",0.0
18143,NLOK,2020 q2,4510,0.7136701425622576,Mark Cash,0.7546031593899823,male,"Morningstar, Inc.","('NLOK', '2020 q2')",0.0
18144,FTNT,2020 q2,4510,0.3934486925118656,Mr. Keith Snyder,0.5037355310525604,male,CFRA Equity Research,"('FTNT', '2020 q2')",0.0
18145,NLOK,2020 q2,4510,0.7136701425622576,Mr. Keith Snyder,0.8274053713507976,male,CFRA Equity Research,"('NLOK', '2020 q2')",0.0
18146,FTNT,2020 q2,4510,0.3934486925118656,Mr. Tal Liani,0.2316760318507681,male,BofA Global Research,"('FTNT', '2020 q2')",0.0
18147,FTNT,2020 q2,4510,0.3934486925118656,"Shebly Seyrafi, CFA",0.1740584672272984,male,FBN Securities,"('FTNT', '2020 q2')",0.0
18148,FTNT,2020 q2,4510,0.3934486925118656,Mr. Robbie D. Owens,0.4085764633469675,male,Piper Sandler Companies,"('FTNT', '2020 q2')",0.0
18149,NOW,2020 q2,4510,0.4434715328631058,Mr. Robbie D. Owens,0.1949712059911066,male,Piper Sandler Companies,"('NOW', '2020 q2')",0.0
18150,FTNT,2020 q2,4510,0.3934486925118656,Ms. Catharine A. Trebnick,0.1043848358861112,female,Colliers Securities,"('FTNT', '2020 q2')",0.006701345555484295
18151,FTNT,2020 q2,4510,0.3934486925118656,Ms. Melissa A. Franchi,0.2577663026205495,female,Morgan Stanley,"('FTNT', '2020 q2')",0.0
18152,FTNT,2020 q2,4510,0.3934486925118656,Ms. Merlyn Sushmitha,0.2728345091577774,female,Crispidea,"('FTNT', '2020 q2')",0.0
18153,FTNT,2020 q2,4510,0.3934486925118656,Dan Bergstrom,0.1102533926487343,male,RBC Capital Markets,"('FTNT', '2020 q2')",0.0
18154,GPN,2020 q2,4510,0.5320600436557456,Mr. Brett Horn,0.629326852568425,male,"Morningstar, Inc.","('GPN', '2020 q2')",0.0
18155,MA,2020 q2,4510,0.5140656306971255,Mr. Brett Horn,0.5557245828806997,male,"Morningstar, Inc.","('MA', '2020 q2')",0.01666666753590107
18156,PYPL,2020 q2,4510,0.550628387328736,Mr. Brett Horn,0.5746647494935261,male,"Morningstar, Inc.","('PYPL', '2020 q2')",0.011111111690600714
18157,V,2020 q2,4510,0.6277428712400266,Mr. Brett Horn,0.5273173683446564,male,"Morningstar, Inc.","('V', '2020 q2')",0.01666666753590107
18158,WU,2020 q2,4510,0.5974354763846335,Mr. Brett Horn,0.7176721960299141,male,"Morningstar, Inc.","('WU', '2020 q2')",0.0
18159,GPN,2020 q2,4510,0.5320600436557456,"Brett R. Huff, CFA",0.2622250176537684,male,Stephens Inc.,"('GPN', '2020 q2')",0.0
18160,IBM,2020 q2,4510,0.6810084114145796,Wamsi Mohan,0.3814294748119238,male,BofA Global Research,"('IBM', '2020 q2')",0.0
18161,IBM,2020 q2,4510,0.6810084114145796,Mr. Matthew N. Cabral,0.4064943245415256,male,Credit Suisse,"('IBM', '2020 q2')",0.0
18162,IBM,2020 q2,4510,0.6810084114145796,Ms. Katy L. Huberty,0.5074905701729159,female,Morgan Stanley,"('IBM', '2020 q2')",0.0
18163,INTU,2020 q2,4510,0.5427334210276733,Mr. Scott Schneeberger,0.335856086173616,male,"Oppenheimer & Co., Inc.","('INTU', '2020 q2')",0.0
18164,INTU,2020 q2,4510,0.5427334210276733,Michael Turrin,0.3115359789495329,male,"Wells Fargo Securities, LLC","('INTU', '2020 q2')",0.0
18165,INTU,2020 q2,4510,0.5427334210276733,"Kenneth Wong, CFA",0.1360961083116181,male,Guggenheim Securities LLC,"('INTU', '2020 q2')",0.0
18166,IT,2020 q2,4510,0.6077019991924166,"Mr. William A. Warmington, Jr",0.4130793042646669,male,"Wells Fargo Securities, LLC","('IT', '2020 q2')",0.0
18167,IT,2020 q2,4510,0.6077019991924166,"Mr. Gary E. Bisbee, CFA",0.4349268199791729,male,BofA Global Research,"('IT', '2020 q2')",0.01666666753590107
18168,IT,2020 q2,4510,0.6077019991924166,Ms. Toni M. Kaplan,0.5055553708819096,female,Morgan Stanley,"('IT', '2020 q2')",0.0
18169,MA,2020 q2,4510,0.5140656306971255,Chris Kuiper,0.5880211646911101,male,CFRA Equity Research,"('MA', '2020 q2')",0.0
18170,PYPL,2020 q2,4510,0.550628387328736,Chris Kuiper,0.561000938195277,male,CFRA Equity Research,"('PYPL', '2020 q2')",0.0
18171,V,2020 q2,4510,0.6277428712400266,Chris Kuiper,0.4852002130857452,male,CFRA Equity Research,"('V', '2020 q2')",0.0
18172,WU,2020 q2,4510,0.5974354763846335,Chris Kuiper,0.5887765819354027,male,CFRA Equity Research,"('WU', '2020 q2')",0.0
18173,MA,2020 q2,4510,0.5140656306971255,Mr. Ravindra kulkarni,0.2786357878434376,male,Crispidea,"('MA', '2020 q2')",0.0
18174,MA,2020 q2,4510,0.5140656306971255,Mr. Michael Kaye,0.3345923075179258,male,"Wells Fargo Securities, LLC","('MA', '2020 q2')",0.010924062691628933
18175,V,2020 q2,4510,0.6277428712400266,Mr. Michael Kaye,0.2097855579862491,male,"Wells Fargo Securities, LLC","('V', '2020 q2')",0.0
18176,MA,2020 q2,4510,0.5140656306971255,"Mr. Christopher R. Donat, CFA",0.1655856587416792,male,Piper Sandler Companies,"('MA', '2020 q2')",0.0
18177,V,2020 q2,4510,0.6277428712400266,"Mr. Christopher R. Donat, CFA",0.2131947010175721,male,Piper Sandler Companies,"('V', '2020 q2')",0.0
18178,MSFT,2020 q2,4510,0.4705202316065906,Mr. Nicholas Yako,0.1437339723124627,male,Cowen and Company,"('MSFT', '2020 q2')",0.0
18179,NLOK,2020 q2,4510,0.7136701425622576,Mr. Nicholas Yako,0.4124288386664214,male,Cowen and Company,"('NLOK', '2020 q2')",0.0
18180,NOW,2020 q2,4510,0.4434715328631058,Mr. Bhavan S. Suri,0.0892095796491292,male,William Blair & Company,"('NOW', '2020 q2')",0.0
18181,NOW,2020 q2,4510,0.4434715328631058,Mr. Jonathan Kees,0.1100486381156913,male,Summit Insights Group,"('NOW', '2020 q2')",0.037193723022937775
18182,NOW,2020 q2,4510,0.4434715328631058,"Mr. Joel P. Fishbein, Jr",0.127067202376757,male,SunTrust Robinson Humphrey Capital Markets,"('NOW', '2020 q2')",0.0
18183,ORCL,2020 q2,4510,0.7387390051046165,Mr. John Barrett,0.670434873378187,male,"Morningstar, Inc.","('ORCL', '2020 q2')",0.022913958877325058
18184,PAYC,2020 q2,4510,0.5653812682174584,Mr. John Barrett,0.6734165131986696,male,"Morningstar, Inc.","('PAYC', '2020 q2')",0.0
18185,VRSN,2020 q2,4510,0.9945764167138094,Mr. John Barrett,0.9907413641938138,male,"Morningstar, Inc.","('VRSN', '2020 q2')",0.0
18186,PYPL,2020 q2,4510,0.550628387328736,Mr. Alexandre Faure,0.5465530528641322,male,Exane BNP Paribas,"('PYPL', '2020 q2')",0.0
18187,SNPS,2020 q2,4510,0.5754121703241454,Mr. Pradeep Ramani,0.3233709818926891,male,UBS Equities,"('SNPS', '2020 q2')",0.0
18188,SNPS,2020 q2,4510,0.5754121703241454,Mr. Jackson E. Ader,0.2429422361538197,male,JPMorgan,"('SNPS', '2020 q2')",0.0
18189,SNPS,2020 q2,4510,0.5754121703241454,Mr. Ruben Roy,0.4385368812370301,male,The Benchmark Company LLC,"('SNPS', '2020 q2')",0.0
18190,SNPS,2020 q2,4510,0.5754121703241454,Mr. Gary W. Mobley,0.2685641170010294,male,"Wells Fargo Securities, LLC","('SNPS', '2020 q2')",0.011851022019982338
18191,SNPS,2020 q2,4510,0.5754121703241454,Mr. Adam Gonzalez,0.3561548966566544,male,BofA Global Research,"('SNPS', '2020 q2')",0.0
18192,ALB,2019 q4,1510,0.5889496718489264,"Steve Byrne, CFA",0.3238137541133768,male,BofA Global Research,"('ALB', '2019 q4')",0.0
18193,APD,2019 q4,1510,0.5810936141040146,"Steve Byrne, CFA",0.4282854088507964,male,BofA Global Research,"('APD', '2019 q4')",0.0
18194,CF,2019 q4,1510,0.4427890724288185,"Steve Byrne, CFA",0.40218534534574,male,BofA Global Research,"('CF', '2019 q4')",0.0
18195,DD,2019 q4,1510,0.6039693541606143,"Steve Byrne, CFA",0.2294157133893678,male,BofA Global Research,"('DD', '2019 q4')",0.0
18196,DOW,2019 q4,1510,0.4979045161842496,"Steve Byrne, CFA",0.2988940218123645,male,BofA Global Research,"('DOW', '2019 q4')",0.01544875930994749
18197,FMC,2019 q4,1510,0.5876028973632691,"Steve Byrne, CFA",0.353009247032247,male,BofA Global Research,"('FMC', '2019 q4')",0.0
18198,LIN,2019 q4,1510,0.6126046161627092,"Steve Byrne, CFA",0.4730165580643229,male,BofA Global Research,"('LIN', '2019 q4')",0.0
18199,LYB,2019 q4,1510,0.630360412114744,"Steve Byrne, CFA",0.2589568940701677,male,BofA Global Research,"('LYB', '2019 q4')",0.0238337479531765
18200,PPG,2019 q4,1510,0.6351907616052346,"Steve Byrne, CFA",0.3242301546700633,male,BofA Global Research,"('PPG', '2019 q4')",0.0
18201,SHW,2019 q4,1510,0.7123777630087904,"Steve Byrne, CFA",0.3634262284133785,male,BofA Global Research,"('SHW', '2019 q4')",0.0
18202,ALB,2019 q4,1510,0.5889496718489264,Christopher B. Muir,0.6083687870484742,male,CFRA Equity Research,"('ALB', '2019 q4')",0.0
18203,CE,2019 q4,1510,0.5685223376254136,Christopher B. Muir,0.4676798155768676,male,CFRA Equity Research,"('CE', '2019 q4')",0.0
18204,CF,2019 q4,1510,0.4427890724288185,Christopher B. Muir,0.3912793458084354,male,CFRA Equity Research,"('CF', '2019 q4')",0.0
18205,CTVA,2019 q4,1510,0.5795270511142072,Christopher B. Muir,0.5075197424182114,male,CFRA Equity Research,"('CTVA', '2019 q4')",0.013848351314663887
18206,DD,2019 q4,1510,0.6039693541606143,Christopher B. Muir,0.5734824121855523,male,CFRA Equity Research,"('DD', '2019 q4')",0.0
18207,DOW,2019 q4,1510,0.4979045161842496,Christopher B. Muir,0.5581165194770051,male,CFRA Equity Research,"('DOW', '2019 q4')",0.0
18208,ECL,2019 q4,1510,0.7380144936799689,Christopher B. Muir,0.7646552489765002,male,CFRA Equity Research,"('ECL', '2019 q4')",0.0
18209,EMN,2019 q4,1510,0.506835306888441,Christopher B. Muir,0.4705680138542046,male,CFRA Equity Research,"('EMN', '2019 q4')",0.0
18210,FMC,2019 q4,1510,0.5876028973632691,Christopher B. Muir,0.6264061468162807,male,CFRA Equity Research,"('FMC', '2019 q4')",0.0
18211,LYB,2019 q4,1510,0.630360412114744,Christopher B. Muir,0.5858089580479912,male,CFRA Equity Research,"('LYB', '2019 q4')",0.0
18212,MOS,2019 q4,1510,0.3733783819980542,Christopher B. Muir,0.3242089304727026,male,CFRA Equity Research,"('MOS', '2019 q4')",0.0
18213,PPG,2019 q4,1510,0.6351907616052346,Christopher B. Muir,0.6475878818781494,male,CFRA Equity Research,"('PPG', '2019 q4')",0.0
18214,SHW,2019 q4,1510,0.7123777630087904,Christopher B. Muir,0.7260889129218101,male,CFRA Equity Research,"('SHW', '2019 q4')",0.0
18215,ALB,2019 q4,1510,0.5889496718489264,Mr. Seth Goldstein,0.4724804961771486,male,"Morningstar, Inc.","('ALB', '2019 q4')",0.004944366609884633
18216,CE,2019 q4,1510,0.5685223376254136,Mr. Seth Goldstein,0.8931078386563307,male,"Morningstar, Inc.","('CE', '2019 q4')",0.0
18217,CF,2019 q4,1510,0.4427890724288185,Mr. Seth Goldstein,0.4222641125567767,male,"Morningstar, Inc.","('CF', '2019 q4')",0.0
18218,CTVA,2019 q4,1510,0.5795270511142072,Mr. Seth Goldstein,0.5318510986660021,male,"Morningstar, Inc.","('CTVA', '2019 q4')",0.0
18219,DD,2019 q4,1510,0.6039693541606143,Mr. Seth Goldstein,0.6299256959034337,male,"Morningstar, Inc.","('DD', '2019 q4')",0.003614703193306923
18220,ECL,2019 q4,1510,0.7380144936799689,Mr. Seth Goldstein,0.8121728106792752,male,"Morningstar, Inc.","('ECL', '2019 q4')",0.0
18221,EMN,2019 q4,1510,0.506835306888441,Mr. Seth Goldstein,0.836149128739178,male,"Morningstar, Inc.","('EMN', '2019 q4')",0.0
18222,FMC,2019 q4,1510,0.5876028973632691,Mr. Seth Goldstein,0.6184532712031029,male,"Morningstar, Inc.","('FMC', '2019 q4')",0.0
18223,MOS,2019 q4,1510,0.3733783819980542,Mr. Seth Goldstein,0.3077292287085649,male,"Morningstar, Inc.","('MOS', '2019 q4')",0.0
18224,ALB,2019 q4,1510,0.5889496718489264,"David L. Begleiter, CFA",0.4785986058801641,male,Deutsche Bank,"('ALB', '2019 q4')",0.0
18225,CE,2019 q4,1510,0.5685223376254136,"David L. Begleiter, CFA",0.2901601589540021,male,Deutsche Bank,"('CE', '2019 q4')",0.0
18226,CTVA,2019 q4,1510,0.5795270511142072,"David L. Begleiter, CFA",0.7617041034605914,male,Deutsche Bank,"('CTVA', '2019 q4')",0.0
18227,DD,2019 q4,1510,0.6039693541606143,"David L. Begleiter, CFA",0.6803428662104084,male,Deutsche Bank,"('DD', '2019 q4')",0.0
18228,DOW,2019 q4,1510,0.4979045161842496,"David L. Begleiter, CFA",0.7797374435336372,male,Deutsche Bank,"('DOW', '2019 q4')",0.0
18229,ECL,2019 q4,1510,0.7380144936799689,"David L. Begleiter, CFA",0.8116343306814086,male,Deutsche Bank,"('ECL', '2019 q4')",0.0
18230,EMN,2019 q4,1510,0.506835306888441,"David L. Begleiter, CFA",0.5136340292271955,male,Deutsche Bank,"('EMN', '2019 q4')",0.0
18231,LIN,2019 q4,1510,0.6126046161627092,"David L. Begleiter, CFA",0.3402434922506706,male,Deutsche Bank,"('LIN', '2019 q4')",0.0
18232,LYB,2019 q4,1510,0.630360412114744,"David L. Begleiter, CFA",0.7055721944199156,male,Deutsche Bank,"('LYB', '2019 q4')",0.0
18233,PPG,2019 q4,1510,0.6351907616052346,"David L. Begleiter, CFA",0.8697892722840863,male,Deutsche Bank,"('PPG', '2019 q4')",0.0
18234,SHW,2019 q4,1510,0.7123777630087904,"David L. Begleiter, CFA",0.3841384071467906,male,Deutsche Bank,"('SHW', '2019 q4')",0.0
18235,ALB,2019 q4,1510,0.5889496718489264,Mr. Luis J. Amadeo,0.397837964119867,male,"Oppenheimer & Co., Inc.","('ALB', '2019 q4')",0.0
18236,ALB,2019 q4,1510,0.5889496718489264,Mr. Joseph C. Catania,0.2705144129613718,male,Gabelli & Company,"('ALB', '2019 q4')",0.0
18237,ALB,2019 q4,1510,0.5889496718489264,"Sebastian Bray, CFA",0.3838070276128549,male,Berenberg,"('ALB', '2019 q4')",0.0
18238,ALB,2019 q4,1510,0.5889496718489264,Mr. Vincent Andrews,0.5329982927983286,male,Morgan Stanley,"('ALB', '2019 q4')",0.0
18239,CE,2019 q4,1510,0.5685223376254136,Mr. Vincent Andrews,0.249550839231218,male,Morgan Stanley,"('CE', '2019 q4')",0.0
18240,CTVA,2019 q4,1510,0.5795270511142072,Mr. Vincent Andrews,0.2257401432072779,male,Morgan Stanley,"('CTVA', '2019 q4')",0.025286603718996048
18241,DOW,2019 q4,1510,0.4979045161842496,Mr. Vincent Andrews,0.1890833199769584,male,Morgan Stanley,"('DOW', '2019 q4')",0.011967914178967476
18242,LYB,2019 q4,1510,0.630360412114744,Mr. Vincent Andrews,0.2362040279018396,male,Morgan Stanley,"('LYB', '2019 q4')",0.0
18243,MOS,2019 q4,1510,0.3733783819980542,Mr. Vincent Andrews,0.3193619840250903,male,Morgan Stanley,"('MOS', '2019 q4')",0.0
18244,PPG,2019 q4,1510,0.6351907616052346,Mr. Vincent Andrews,0.2782715498881165,male,Morgan Stanley,"('PPG', '2019 q4')",0.0
18245,ALB,2019 q4,1510,0.5889496718489264,Mr. Arun S. Viswanathan,0.6138282892159934,male,RBC Capital Markets,"('ALB', '2019 q4')",0.03333333507180214
18246,CE,2019 q4,1510,0.5685223376254136,Mr. Arun S. Viswanathan,0.2083395410183261,male,RBC Capital Markets,"('CE', '2019 q4')",0.0
18247,CTVA,2019 q4,1510,0.5795270511142072,Mr. Arun S. Viswanathan,0.225412627566902,male,RBC Capital Markets,"('CTVA', '2019 q4')",0.0
18248,DD,2019 q4,1510,0.6039693541606143,Mr. Arun S. Viswanathan,0.2292661037965518,male,RBC Capital Markets,"('DD', '2019 q4')",0.0
18249,DOW,2019 q4,1510,0.4979045161842496,Mr. Arun S. Viswanathan,0.1639972581902462,male,RBC Capital Markets,"('DOW', '2019 q4')",0.0
18250,EMN,2019 q4,1510,0.506835306888441,Mr. Arun S. Viswanathan,0.2032113930052054,male,RBC Capital Markets,"('EMN', '2019 q4')",0.0
18251,FMC,2019 q4,1510,0.5876028973632691,Mr. Arun S. Viswanathan,0.242037522411893,male,RBC Capital Markets,"('FMC', '2019 q4')",0.0
18252,LYB,2019 q4,1510,0.630360412114744,Mr. Arun S. Viswanathan,0.2584981746613153,male,RBC Capital Markets,"('LYB', '2019 q4')",0.0
18253,PPG,2019 q4,1510,0.6351907616052346,Mr. Arun S. Viswanathan,0.2733638405034406,male,RBC Capital Markets,"('PPG', '2019 q4')",0.015468559227883816
18254,SEE,2019 q4,1510,0.6821046871684717,Mr. Arun S. Viswanathan,0.5008075294923535,male,RBC Capital Markets,"('SEE', '2019 q4')",0.0
18255,SHW,2019 q4,1510,0.7123777630087904,Mr. Arun S. Viswanathan,0.3598055604400428,male,RBC Capital Markets,"('SHW', '2019 q4')",0.0
18256,ALB,2019 q4,1510,0.5889496718489264,"Mr. Laurence Alexander, CFA",0.3752527748698203,male,Jefferies,"('ALB', '2019 q4')",0.0
18257,APD,2019 q4,1510,0.5810936141040146,"Mr. Laurence Alexander, CFA",0.3043281308794981,male,Jefferies,"('APD', '2019 q4')",0.0
18258,CE,2019 q4,1510,0.5685223376254136,"Mr. Laurence Alexander, CFA",0.4513023145921227,male,Jefferies,"('CE', '2019 q4')",0.012164278887212276
18259,ECL,2019 q4,1510,0.7380144936799689,"Mr. Laurence Alexander, CFA",0.596529412886079,male,Jefferies,"('ECL', '2019 q4')",0.0
18260,EMN,2019 q4,1510,0.506835306888441,"Mr. Laurence Alexander, CFA",0.4403178485321976,male,Jefferies,"('EMN', '2019 q4')",0.0
18261,LYB,2019 q4,1510,0.630360412114744,"Mr. Laurence Alexander, CFA",0.3644327696812446,male,Jefferies,"('LYB', '2019 q4')",0.012930679135024548
18262,PPG,2019 q4,1510,0.6351907616052346,"Mr. Laurence Alexander, CFA",0.3773568961249954,male,Jefferies,"('PPG', '2019 q4')",0.015784983057528734
18263,SHW,2019 q4,1510,0.7123777630087904,"Mr. Laurence Alexander, CFA",0.4371004471995263,male,Jefferies,"('SHW', '2019 q4')",0.0
18264,ALB,2019 q4,1510,0.5889496718489264,Mr. James M. Sheehan,0.3793280320578029,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2019 q4')",0.0
18265,APD,2019 q4,1510,0.5810936141040146,Mr. James M. Sheehan,0.2955933110890932,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2019 q4')",0.0
18266,CE,2019 q4,1510,0.5685223376254136,Mr. James M. Sheehan,0.1590541849671061,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2019 q4')",0.0
18267,CTVA,2019 q4,1510,0.5795270511142072,Mr. James M. Sheehan,0.486358101451288,male,SunTrust Robinson Humphrey Capital Markets,"('CTVA', '2019 q4')",0.0
18268,DD,2019 q4,1510,0.6039693541606143,Mr. James M. Sheehan,0.4211944004157297,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2019 q4')",0.0
18269,DOW,2019 q4,1510,0.4979045161842496,Mr. James M. Sheehan,0.2086259327546085,male,SunTrust Robinson Humphrey Capital Markets,"('DOW', '2019 q4')",0.0
18270,EMN,2019 q4,1510,0.506835306888441,Mr. James M. Sheehan,0.2056192053393496,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2019 q4')",0.0
18271,FMC,2019 q4,1510,0.5876028973632691,Mr. James M. Sheehan,0.2716058709047273,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2019 q4')",0.0
18272,LIN,2019 q4,1510,0.6126046161627092,Mr. James M. Sheehan,0.248426715705621,male,SunTrust Robinson Humphrey Capital Markets,"('LIN', '2019 q4')",0.0
18273,LYB,2019 q4,1510,0.630360412114744,Mr. James M. Sheehan,0.2663534656734644,male,SunTrust Robinson Humphrey Capital Markets,"('LYB', '2019 q4')",0.0
18274,PPG,2019 q4,1510,0.6351907616052346,Mr. James M. Sheehan,0.2731375853394159,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2019 q4')",0.0
18275,AMCR,2019 q4,1510,0.6864184517212546,Mr. Richard J. Johnson,0.4058192819724741,male,Jefferies,"('AMCR', '2019 q4')",0.0
18276,AMCR,2019 q4,1510,0.6864184517212546,Matthew Miller,0.7276672651162284,male,CFRA Equity Research,"('AMCR', '2019 q4')",0.0
18277,APD,2019 q4,1510,0.5810936141040146,Matthew Miller,0.6907268537140504,male,CFRA Equity Research,"('APD', '2019 q4')",0.0
18278,BLL,2019 q4,1510,0.7812911377489041,Matthew Miller,0.7812911377489041,male,CFRA Equity Research,"('BLL', '2019 q4')",0.0
18279,FCX,2019 q4,1510,0.4441609171126011,Matthew Miller,0.4325517840981157,male,CFRA Equity Research,"('FCX', '2019 q4')",0.0
18280,IFF,2019 q4,1510,0.8449527823275615,Matthew Miller,0.843761589090265,male,CFRA Equity Research,"('IFF', '2019 q4')",0.0
18281,IP,2019 q4,1510,0.3823032471950202,Matthew Miller,0.3293374941136122,male,CFRA Equity Research,"('IP', '2019 q4')",0.0
18282,LIN,2019 q4,1510,0.6126046161627092,Matthew Miller,0.6382267704567312,male,CFRA Equity Research,"('LIN', '2019 q4')",0.0
18283,MLM,2019 q4,1510,0.6179938342973121,Matthew Miller,0.6359018799907767,male,CFRA Equity Research,"('MLM', '2019 q4')",0.0
18284,NEM,2019 q4,1510,0.5183222376982627,Matthew Miller,0.3796703840593408,male,CFRA Equity Research,"('NEM', '2019 q4')",0.0
18285,NUE,2019 q4,1510,0.5922493198272443,Matthew Miller,0.4382043770890326,male,CFRA Equity Research,"('NUE', '2019 q4')",0.0
18286,PKG,2019 q4,1510,0.7113625677660873,Matthew Miller,0.6313651780289032,male,CFRA Equity Research,"('PKG', '2019 q4')",0.0
18287,SEE,2019 q4,1510,0.6821046871684717,Matthew Miller,0.6848709690218439,male,CFRA Equity Research,"('SEE', '2019 q4')",0.0
18288,VMC,2019 q4,1510,0.7703352332204143,Matthew Miller,0.7505211956565387,male,CFRA Equity Research,"('VMC', '2019 q4')",0.0
18289,WRK,2019 q4,1510,0.5914232853046071,Matthew Miller,0.518812010734425,male,CFRA Equity Research,"('WRK', '2019 q4')",0.0
18290,AMCR,2019 q4,1510,0.6864184517212546,Mr. Grant Slade,0.7659010383161444,male,"Morningstar, Inc.","('AMCR', '2019 q4')",0.0
18291,AMCR,2019 q4,1510,0.6864184517212546,Mr. Andrew G. Scott,0.6266102847677897,male,Morgan Stanley,"('AMCR', '2019 q4')",0.0
18292,AMCR,2019 q4,1510,0.6864184517212546,Mr. Larry Gandler,0.5485243072135139,male,Credit Suisse,"('AMCR', '2019 q4')",0.0
18293,APD,2019 q4,1510,0.5810936141040146,Krzysztof Smalec,0.7511095297370124,male,"Morningstar, Inc.","('APD', '2019 q4')",0.0
18294,LIN,2019 q4,1510,0.6126046161627092,Krzysztof Smalec,0.754704715665743,male,"Morningstar, Inc.","('LIN', '2019 q4')",0.0
18295,APD,2019 q4,1510,0.5810936141040146,Peter Clark,0.3769404302131686,male,Societe Generale,"('APD', '2019 q4')",0.0
18296,LIN,2019 q4,1510,0.6126046161627092,Peter Clark,0.5021813223335796,male,Societe Generale,"('LIN', '2019 q4')",0.01666666753590107
18297,PPG,2019 q4,1510,0.6351907616052346,Peter Clark,0.5100779651753352,male,Societe Generale,"('PPG', '2019 q4')",0.0
18298,APD,2019 q4,1510,0.5810936141040146,Mr. Raghav Bardalai,0.3172257616497075,male,Exane BNP Paribas,"('APD', '2019 q4')",0.0
18299,DD,2019 q4,1510,0.6039693541606143,Mr. Raghav Bardalai,0.4524693284240897,male,Exane BNP Paribas,"('DD', '2019 q4')",0.0
18300,FMC,2019 q4,1510,0.5876028973632691,Mr. Raghav Bardalai,0.4050007934910504,male,Exane BNP Paribas,"('FMC', '2019 q4')",0.0
18301,LIN,2019 q4,1510,0.6126046161627092,Mr. Raghav Bardalai,0.6241862927057116,male,Exane BNP Paribas,"('LIN', '2019 q4')",0.0
18302,LYB,2019 q4,1510,0.630360412114744,Mr. Raghav Bardalai,0.5200055437687892,male,Exane BNP Paribas,"('LYB', '2019 q4')",0.0
18303,SHW,2019 q4,1510,0.7123777630087904,Mr. Raghav Bardalai,0.4069563269555461,male,Exane BNP Paribas,"('SHW', '2019 q4')",0.0
18304,APD,2019 q4,1510,0.5810936141040146,Mr. Christopher S. Parkinson,0.5036791165634625,male,Credit Suisse,"('APD', '2019 q4')",0.0
18305,CF,2019 q4,1510,0.4427890724288185,Mr. Christopher S. Parkinson,0.2062526950083674,male,Credit Suisse,"('CF', '2019 q4')",0.0
18306,CTVA,2019 q4,1510,0.5795270511142072,Mr. Christopher S. Parkinson,0.4118688027475891,male,Credit Suisse,"('CTVA', '2019 q4')",0.0
18307,DD,2019 q4,1510,0.6039693541606143,Mr. Christopher S. Parkinson,0.3967780575622166,male,Credit Suisse,"('DD', '2019 q4')",0.0
18308,DOW,2019 q4,1510,0.4979045161842496,Mr. Christopher S. Parkinson,0.2748997877551835,male,Credit Suisse,"('DOW', '2019 q4')",0.0
18309,ECL,2019 q4,1510,0.7380144936799689,Mr. Christopher S. Parkinson,0.4809191886497823,male,Credit Suisse,"('ECL', '2019 q4')",0.0
18310,FMC,2019 q4,1510,0.5876028973632691,Mr. Christopher S. Parkinson,0.4806259019848451,male,Credit Suisse,"('FMC', '2019 q4')",0.0
18311,AVY,2019 q4,1510,0.5943347951148361,"Mr. Paretosh Misra, PHD",0.4743885178150303,male,Berenberg,"('AVY', '2019 q4')",0.0
18312,EMN,2019 q4,1510,0.506835306888441,"Mr. Paretosh Misra, PHD",0.1886711742895692,male,Berenberg,"('EMN', '2019 q4')",0.0
18313,AVY,2019 q4,1510,0.5943347951148361,Mr. Neel Kumar,0.4466215444680273,male,Morgan Stanley,"('AVY', '2019 q4')",0.0
18314,AVY,2019 q4,1510,0.5943347951148361,Charles Gross,0.7659999416358699,male,"Morningstar, Inc.","('AVY', '2019 q4')",0.0
18315,BLL,2019 q4,1510,0.7812911377489041,Charles Gross,0.7812911377489041,male,"Morningstar, Inc.","('BLL', '2019 q4')",0.0
18316,IP,2019 q4,1510,0.3823032471950202,Charles Gross,0.5056424141985143,male,"Morningstar, Inc.","('IP', '2019 q4')",0.0
18317,PKG,2019 q4,1510,0.7113625677660873,Charles Gross,0.6339380700534086,male,"Morningstar, Inc.","('PKG', '2019 q4')",0.009007538668811321
18318,PPG,2019 q4,1510,0.6351907616052346,Charles Gross,0.7313876603264114,male,"Morningstar, Inc.","('PPG', '2019 q4')",0.0
18319,SEE,2019 q4,1510,0.6821046871684717,Charles Gross,0.8921491727374583,male,"Morningstar, Inc.","('SEE', '2019 q4')",0.0
18320,SHW,2019 q4,1510,0.7123777630087904,Charles Gross,0.788683105792961,male,"Morningstar, Inc.","('SHW', '2019 q4')",0.0
18321,WRK,2019 q4,1510,0.5914232853046071,Charles Gross,0.5969776332840575,male,"Morningstar, Inc.","('WRK', '2019 q4')",0.0
18322,CE,2019 q4,1510,0.5685223376254136,SADIF Research,0.9776568434255258,Not a person,Sadif Analytics Prime,"('CE', '2019 q4')",0.9523575901985168
18323,DD,2019 q4,1510,0.6039693541606143,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('DD', '2019 q4')",0.9663717150688171
18324,LYB,2019 q4,1510,0.630360412114744,SADIF Research,0.9895203551786304,Not a person,Sadif Analytics Prime,"('LYB', '2019 q4')",0.971413254737854
18325,VMC,2019 q4,1510,0.7703352332204143,SADIF Research,0.9984048298596742,Not a person,Sadif Analytics Prime,"('VMC', '2019 q4')",0.9545596837997437
18326,CE,2019 q4,1510,0.5685223376254136,Mr. Matthew DeYoe,0.3387931329253341,male,BofA Global Research,"('CE', '2019 q4')",0.0
18327,EMN,2019 q4,1510,0.506835306888441,Mr. Matthew DeYoe,0.3571909685552218,male,BofA Global Research,"('EMN', '2019 q4')",0.0
18328,CE,2019 q4,1510,0.5685223376254136,Charles N. Neivert,0.176509480679955,male,Cowen and Company,"('CE', '2019 q4')",0.0
18329,DD,2019 q4,1510,0.6039693541606143,Charles N. Neivert,0.1759329291267987,male,Cowen and Company,"('DD', '2019 q4')",0.006829241290688515
18330,DOW,2019 q4,1510,0.4979045161842496,Charles N. Neivert,0.1417837791106493,male,Cowen and Company,"('DOW', '2019 q4')",0.0
18331,EMN,2019 q4,1510,0.506835306888441,Charles N. Neivert,0.1770574131396149,male,Cowen and Company,"('EMN', '2019 q4')",0.0
18332,CF,2019 q4,1510,0.4427890724288185,Mr. Rikin Patel,0.5215784425256421,male,Berenberg,"('CF', '2019 q4')",0.012799271382391453
18333,MOS,2019 q4,1510,0.3733783819980542,Mr. Rikin Patel,0.3906912328706481,male,Berenberg,"('MOS', '2019 q4')",0.0
18334,CF,2019 q4,1510,0.4427890724288185,Mr. Mark Connelly,0.1516193545574795,male,Stephens Inc.,"('CF', '2019 q4')",0.0
18335,DD,2019 q4,1510,0.6039693541606143,Mr. Mark Connelly,0.275804126098228,male,Stephens Inc.,"('DD', '2019 q4')",0.0
18336,IP,2019 q4,1510,0.3823032471950202,Mr. Mark Connelly,0.16150640095069,male,Stephens Inc.,"('IP', '2019 q4')",0.02120804414153099
18337,MOS,2019 q4,1510,0.3733783819980542,Mr. Mark Connelly,0.2163638231595447,male,Stephens Inc.,"('MOS', '2019 q4')",0.0
18338,WRK,2019 q4,1510,0.5914232853046071,Mr. Mark Connelly,0.3757851594926313,male,Stephens Inc.,"('WRK', '2019 q4')",0.0
18339,CF,2019 q4,1510,0.4427890724288185,Andrew D. Wong,0.2182450208434559,male,RBC Capital Markets,"('CF', '2019 q4')",0.0
18340,CF,2019 q4,1510,0.4427890724288185,"Ben Isaacson, MBA",0.4826566684959546,male,Scotiabank GBM,"('CF', '2019 q4')",0.0
18341,MOS,2019 q4,1510,0.3733783819980542,"Ben Isaacson, MBA",0.1185495923230457,male,Scotiabank GBM,"('MOS', '2019 q4')",0.0
18342,CF,2019 q4,1510,0.4427890724288185,Mr. Donald D. Carson,0.1188505657158675,male,Susquehanna Financial Group LLLP,"('CF', '2019 q4')",0.0
18343,CTVA,2019 q4,1510,0.5795270511142072,Mr. Donald D. Carson,0.5889174026884343,male,Susquehanna Financial Group LLLP,"('CTVA', '2019 q4')",0.0
18344,DD,2019 q4,1510,0.6039693541606143,Mr. Donald D. Carson,0.4607490838095914,male,Susquehanna Financial Group LLLP,"('DD', '2019 q4')",0.0
18345,DOW,2019 q4,1510,0.4979045161842496,Mr. Donald D. Carson,0.4531166627168772,male,Susquehanna Financial Group LLLP,"('DOW', '2019 q4')",0.0
18346,FMC,2019 q4,1510,0.5876028973632691,Mr. Donald D. Carson,0.7528334366165359,male,Susquehanna Financial Group LLLP,"('FMC', '2019 q4')",0.0
18347,LYB,2019 q4,1510,0.630360412114744,Mr. Donald D. Carson,0.4177812849834351,male,Susquehanna Financial Group LLLP,"('LYB', '2019 q4')",0.0
18348,MOS,2019 q4,1510,0.3733783819980542,Mr. Donald D. Carson,0.4213343260975686,male,Susquehanna Financial Group LLLP,"('MOS', '2019 q4')",0.0
18349,PPG,2019 q4,1510,0.6351907616052346,Mr. Donald D. Carson,0.6000112757252021,male,Susquehanna Financial Group LLLP,"('PPG', '2019 q4')",0.03333333507180214
18350,SHW,2019 q4,1510,0.7123777630087904,Mr. Donald D. Carson,0.6780136471220503,male,Susquehanna Financial Group LLLP,"('SHW', '2019 q4')",0.0
18351,CTVA,2019 q4,1510,0.5795270511142072,Tony Jones,0.2780391388035494,male,Redburn (Europe) Limited,"('CTVA', '2019 q4')",0.0
18352,SHW,2019 q4,1510,0.7123777630087904,Tony Jones,0.96145942764677,male,Redburn (Europe) Limited,"('SHW', '2019 q4')",0.280375212430954
18353,DD,2019 q4,1510,0.6039693541606143,Shanna Qiu,0.1650815551952516,female,BofA Global Research,"('DD', '2019 q4')",0.0
18354,PPG,2019 q4,1510,0.6351907616052346,Shanna Qiu,0.2326293359346165,female,BofA Global Research,"('PPG', '2019 q4')",0.06196921691298485
18355,DOW,2019 q4,1510,0.4979045161842496,Sriharsha Pappu,0.1231909915603432,male,HSBC,"('DOW', '2019 q4')",0.0
18356,DOW,2019 q4,1510,0.4979045161842496,Duffy Fischer,0.6938348881001903,male,Barclays,"('DOW', '2019 q4')",0.0
18357,LYB,2019 q4,1510,0.630360412114744,Duffy Fischer,0.6257140517290669,male,Barclays,"('LYB', '2019 q4')",0.0
18358,PPG,2019 q4,1510,0.6351907616052346,Duffy Fischer,0.4332533161282542,male,Barclays,"('PPG', '2019 q4')",0.0
18359,SHW,2019 q4,1510,0.7123777630087904,Duffy Fischer,0.6331958122763548,male,Barclays,"('SHW', '2019 q4')",0.0
18360,ECL,2019 q4,1510,0.7380144936799689,Mr. Tim Mulrooney,0.5234660296687434,male,William Blair & Company,"('ECL', '2019 q4')",0.0
18361,ECL,2019 q4,1510,0.7380144936799689,"Mr. Gary E. Bisbee, CFA",0.5436320915557803,male,BofA Global Research,"('ECL', '2019 q4')",0.0
18362,ECL,2019 q4,1510,0.7380144936799689,"Rosemarie J. Morbelli, CFA",0.3989988951688715,female,Gabelli & Company,"('ECL', '2019 q4')",0.0
18363,FMC,2019 q4,1510,0.5876028973632691,"Rosemarie J. Morbelli, CFA",0.3322347634258085,female,Gabelli & Company,"('FMC', '2019 q4')",0.0
18364,ECL,2019 q4,1510,0.7380144936799689,"Chip Moore, CFA",0.581970084315801,male,Canaccord Genuity,"('ECL', '2019 q4')",0.03333333507180214
18365,FCX,2019 q4,1510,0.4441609171126011,"Mr. Curt R. Woodworth, CFA",0.2872030135764713,male,Credit Suisse,"('FCX', '2019 q4')",0.0
18366,NUE,2019 q4,1510,0.5922493198272443,"Mr. Curt R. Woodworth, CFA",0.4215412809905473,male,Credit Suisse,"('NUE', '2019 q4')",0.010123125277459621
18367,FCX,2019 q4,1510,0.4441609171126011,Carlos De Alba,0.2165599944533503,male,Morgan Stanley,"('FCX', '2019 q4')",0.0
18368,FCX,2019 q4,1510,0.4441609171126011,Timna Tanners,0.3282660440860953,female,BofA Global Research,"('FCX', '2019 q4')",0.015761420130729675
18369,MLM,2019 q4,1510,0.6179938342973121,Timna Tanners,0.3669918655967981,female,BofA Global Research,"('MLM', '2019 q4')",0.0
18370,NUE,2019 q4,1510,0.5922493198272443,Timna Tanners,0.3713858207705315,female,BofA Global Research,"('NUE', '2019 q4')",0.006632706616073847
18371,VMC,2019 q4,1510,0.7703352332204143,Timna Tanners,0.5185921436967774,female,BofA Global Research,"('VMC', '2019 q4')",0.0
18372,FCX,2019 q4,1510,0.4441609171126011,"Mr. Brian T. MacArthur, CFA",0.7379368081577937,male,Raymond James Ltd. (Canada),"('FCX', '2019 q4')",0.0
18373,NEM,2019 q4,1510,0.5183222376982627,"Mr. Brian T. MacArthur, CFA",0.6572635671977703,male,Raymond James Ltd. (Canada),"('NEM', '2019 q4')",0.005676044151186943
18374,FCX,2019 q4,1510,0.4441609171126011,Research Department,0.2288889684773327,Not a person,Trefis,"('FCX', '2019 q4')",0.0
18375,FCX,2019 q4,1510,0.4441609171126011,"Orest Wowkodaw, CFA",0.173071226557796,male,Scotiabank GBM,"('FCX', '2019 q4')",0.0
18376,IFF,2019 q4,1510,0.8449527823275615,Ms. Lauren R. Lieberman,0.8941167800056398,female,Barclays,"('IFF', '2019 q4')",0.0
18377,IFF,2019 q4,1510,0.8449527823275615,Mr. Andrew Lane,0.8325073625083844,male,"Morningstar, Inc.","('IFF', '2019 q4')",0.0035344096831977367
18378,NUE,2019 q4,1510,0.5922493198272443,Mr. Andrew Lane,0.5521996514004386,male,"Morningstar, Inc.","('NUE', '2019 q4')",0.005927770398557186
18379,IFF,2019 q4,1510,0.8449527823275615,Mr. Thomas Swoboda,0.6291673545292984,male,Societe Generale,"('IFF', '2019 q4')",0.009520010091364384
18380,IFF,2019 q4,1510,0.8449527823275615,"Mr. James Targett, CFA",0.6260746908681443,male,Berenberg,"('IFF', '2019 q4')",0.0
18381,IFF,2019 q4,1510,0.8449527823275615,M. Matthias Cornu,0.598918556230547,male,Exane BNP Paribas,"('IFF', '2019 q4')",0.0
18382,IFF,2019 q4,1510,0.8449527823275615,Ms. Faiza Alwy,0.9572714071157044,female,Deutsche Bank,"('IFF', '2019 q4')",0.0
18383,IP,2019 q4,1510,0.3823032471950202,Mr. Justin Jordan,0.1451969714920185,male,Exane BNP Paribas,"('IP', '2019 q4')",0.0
18384,IP,2019 q4,1510,0.3823032471950202,George L. Staphos,0.5054258161640368,male,BofA Global Research,"('IP', '2019 q4')",0.02508235163986683
18385,PKG,2019 q4,1510,0.7113625677660873,George L. Staphos,0.7926116987982628,male,BofA Global Research,"('PKG', '2019 q4')",0.03333333507180214
18386,SEE,2019 q4,1510,0.6821046871684717,George L. Staphos,0.5119685816754157,male,BofA Global Research,"('SEE', '2019 q4')",0.01666666753590107
18387,WRK,2019 q4,1510,0.5914232853046071,George L. Staphos,0.6774259861865329,male,BofA Global Research,"('WRK', '2019 q4')",0.0
18388,IP,2019 q4,1510,0.3823032471950202,Mr. Paul C. Quinn,0.1727435871793938,male,RBC Capital Markets,"('IP', '2019 q4')",0.0
18389,LIN,2019 q4,1510,0.6126046161627092,"Sig. Massimo Bonisoli, CFA",0.204373938119748,male,Equita SIM,"('LIN', '2019 q4')",0.0
18390,LIN,2019 q4,1510,0.6126046161627092,Dr. Knud Hinkel,0.5879897997521183,male,Pareto Securities AS,"('LIN', '2019 q4')",0.03333333507180214
18391,LIN,2019 q4,1510,0.6126046161627092,"Hr. Martin Roediger, CEFA",0.3450864234999677,male,Kepler Cheuvreux,"('LIN', '2019 q4')",0.0
18392,LIN,2019 q4,1510,0.6126046161627092,Tim A. Jones,0.3484494389878579,male,Deutsche Bank,"('LIN', '2019 q4')",0.0
18393,MLM,2019 q4,1510,0.6179938342973121,Mr. Rohit Seth,0.4538258806943102,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2019 q4')",0.0
18394,MLM,2019 q4,1510,0.6179938342973121,Mr. Robert D. Muir,0.5138172102022655,male,Berenberg,"('MLM', '2019 q4')",0.0
18395,VMC,2019 q4,1510,0.7703352332204143,Mr. Robert D. Muir,0.4887358365770155,male,Berenberg,"('VMC', '2019 q4')",0.0
18396,MLM,2019 q4,1510,0.6179938342973121,Mr. Adrian E. Huerta,0.3330728340982554,male,JPMorgan,"('MLM', '2019 q4')",0.0
18397,MLM,2019 q4,1510,0.6179938342973121,Mr. Kristoffer Inton,0.7530121657575828,male,"Morningstar, Inc.","('MLM', '2019 q4')",0.0
18398,NEM,2019 q4,1510,0.5183222376982627,Mr. Kristoffer Inton,0.511971468733121,male,"Morningstar, Inc.","('NEM', '2019 q4')",0.007677670568227768
18399,VMC,2019 q4,1510,0.7703352332204143,Mr. Kristoffer Inton,0.8277604100016754,male,"Morningstar, Inc.","('VMC', '2019 q4')",0.0
18400,MLM,2019 q4,1510,0.6179938342973121,"Paul B. Roger, CFA",0.3750799601961815,male,Exane BNP Paribas,"('MLM', '2019 q4')",0.0
18401,VMC,2019 q4,1510,0.7703352332204143,"Paul B. Roger, CFA",0.7807435713933468,male,Exane BNP Paribas,"('VMC', '2019 q4')",0.0
18402,MLM,2019 q4,1510,0.6179938342973121,Seldon Clarke,0.3421310661231536,male,Deutsche Bank,"('MLM', '2019 q4')",0.0
18403,MLM,2019 q4,1510,0.6179938342973121,"Philip H. Ng, CFA",0.5662287633654579,male,Jefferies,"('MLM', '2019 q4')",0.0
18404,MLM,2019 q4,1510,0.6179938342973121,Trey Grooms,0.4044653819861227,male,Stephens Inc.,"('MLM', '2019 q4')",0.0
18405,VMC,2019 q4,1510,0.7703352332204143,Trey Grooms,0.5545642431307196,male,Stephens Inc.,"('VMC', '2019 q4')",0.0
18406,MOS,2019 q4,1510,0.3733783819980542,"Mr. Jacob J. Bout, CFA",0.1019844422822306,male,CIBC Capital Markets,"('MOS', '2019 q4')",0.0
18407,NEM,2019 q4,1510,0.5183222376982627,"Ms. Anita P. Soni, CFA",0.1858119847335889,female,CIBC Capital Markets,"('NEM', '2019 q4')",0.017115287017077208
18408,NEM,2019 q4,1510,0.5183222376982627,Ms. Tanya Jakusconek,0.2669616941560863,female,Scotiabank GBM,"('NEM', '2019 q4')",0.0
18409,NEM,2019 q4,1510,0.5183222376982627,"Michael R. Jalonen, CFA",0.3399225043098547,male,BofA Global Research,"('NEM', '2019 q4')",0.0
18410,NEM,2019 q4,1510,0.5183222376982627,Chris R. Terry,0.7712356999971411,male,Deutsche Bank,"('NEM', '2019 q4')",0.007256071548908949
18411,NUE,2019 q4,1510,0.5922493198272443,Chris R. Terry,0.8426565518379411,male,Deutsche Bank,"('NUE', '2019 q4')",0.0
18412,NEM,2019 q4,1510,0.5183222376982627,Mr. Michael Parkin,0.1483277409792898,male,National Bank Financial,"('NEM', '2019 q4')",0.0
18413,NEM,2019 q4,1510,0.5183222376982627,Mr. Ralph M. Profiti,0.2318792487391826,male,Eight Capital,"('NEM', '2019 q4')",0.0
18414,NEM,2019 q4,1510,0.5183222376982627,"Mr. Carey MacRury, CFA, CFA",0.1570469451631081,male,Canaccord Genuity,"('NEM', '2019 q4')",0.014806296676397324
18415,NEM,2019 q4,1510,0.5183222376982627,Mr. Fahad Tariq,0.4469342881458575,male,Credit Suisse,"('NEM', '2019 q4')",0.0
18416,NUE,2019 q4,1510,0.5922493198272443,M. Luc Pez,0.3195988726016496,male,Exane BNP Paribas,"('NUE', '2019 q4')",0.0115733677521348
18417,NUE,2019 q4,1510,0.5922493198272443,Mr. Jonathan D. Rau,0.4363083035453089,male,JPMorgan Econ & FI,"('NUE', '2019 q4')",0.05449356511235237
18418,PPG,2019 q4,1510,0.6351907616052346,"Mr. Kevin W. Hocevar, CFA",0.547237450064738,male,Northcoast Research,"('PPG', '2019 q4')",0.0
18419,SHW,2019 q4,1510,0.7123777630087904,"Mr. Kevin W. Hocevar, CFA",0.5539658967854381,male,Northcoast Research,"('SHW', '2019 q4')",0.012046481482684612
18420,SEE,2019 q4,1510,0.6821046871684717,Mr. Daniel D. Rizzo,0.4582720408379938,male,Jefferies,"('SEE', '2019 q4')",0.0
18421,SHW,2019 q4,1510,0.7123777630087904,"Chris Bottiglieri, CPA",0.3738933486964967,male,Wolfe Research,"('SHW', '2019 q4')",0.0
18422,VMC,2019 q4,1510,0.7703352332204143,Michael Dahl,0.3665777292601112,male,RBC Capital Markets,"('VMC', '2019 q4')",0.0
18423,WRK,2019 q4,1510,0.5914232853046071,Mr. Lars F. Kjellberg,0.421927344084662,male,Credit Suisse,"('WRK', '2019 q4')",0.0
18424,AAPL,2018 q1,4520,0.5947892315984108,Wamsi Mohan,0.2012936494713135,male,BofA Global Research,"('AAPL', '2018 q1')",0.005555555845300357
18425,APH,2018 q1,4520,0.6511836770952838,Wamsi Mohan,0.3898784316088137,male,BofA Global Research,"('APH', '2018 q1')",0.0
18426,GLW,2018 q1,4520,0.6186402459690632,Wamsi Mohan,0.4792899046220843,male,BofA Global Research,"('GLW', '2018 q1')",0.0
18427,HPE (1),2018 q1,4520,0.6024219210474755,Wamsi Mohan,0.3059494137945645,male,BofA Global Research,"('HPE (1)', '2018 q1')",0.0
18428,HPQ,2018 q1,4520,0.7110516287395972,Wamsi Mohan,0.3681213331207958,male,BofA Global Research,"('HPQ', '2018 q1')",0.0
18429,NTAP,2018 q1,4520,0.4249878361980441,Wamsi Mohan,0.1448193616769621,male,BofA Global Research,"('NTAP', '2018 q1')",0.01012476533651352
18430,TEL,2018 q1,4520,0.716794364133023,Wamsi Mohan,0.3991110342824574,male,BofA Global Research,"('TEL', '2018 q1')",0.0
18431,WDC,2018 q1,4520,0.5856622392452369,Wamsi Mohan,0.3052336797103905,male,BofA Global Research,"('WDC', '2018 q1')",0.0
18432,AAPL,2018 q1,4520,0.5947892315984108,Michael J. Olson,0.1945414920078896,male,Piper Sandler Companies,"('AAPL', '2018 q1')",0.0
18433,AAPL,2018 q1,4520,0.5947892315984108,Mr. Achal Sultania,0.4190381885861961,male,Credit Suisse,"('AAPL', '2018 q1')",0.022378287898997467
18434,AAPL,2018 q1,4520,0.5947892315984108,"Shebly Seyrafi, CFA",0.2310147602359262,male,FBN Securities,"('AAPL', '2018 q1')",0.0
18435,ANET,2018 q1,4520,0.4685753221205814,"Shebly Seyrafi, CFA",0.2736933592496269,male,FBN Securities,"('ANET', '2018 q1')",0.0
18436,CSCO,2018 q1,4520,0.4928805730563732,"Shebly Seyrafi, CFA",0.609320521687945,male,FBN Securities,"('CSCO', '2018 q1')",0.03333333507180214
18437,JNPR,2018 q1,4520,0.5911700111450521,"Shebly Seyrafi, CFA",0.3358336204604046,male,FBN Securities,"('JNPR', '2018 q1')",0.0
18438,AAPL,2018 q1,4520,0.5947892315984108,"Steven C. Pelayo, CFA",0.188427712914417,male,HSBC,"('AAPL', '2018 q1')",0.022222223381201427
18439,AAPL,2018 q1,4520,0.5947892315984108,"T. Michael T. Walkley, CPA",0.2391584001726606,male,Canaccord Genuity,"('AAPL', '2018 q1')",0.0
18440,AAPL,2018 q1,4520,0.5947892315984108,Ms. Shubhadha Mathad,0.7706439227145944,female,Crispidea,"('AAPL', '2018 q1')",0.07590433210134506
18441,AAPL,2018 q1,4520,0.5947892315984108,JL Warren Capital LLC,0.6265615795380287,Not a person,JLWC,"('AAPL', '2018 q1')",0.020255733281373978
18442,AAPL,2018 q1,4520,0.5947892315984108,Ms. Shejal Ajmera,0.5896927553400978,female,Crispidea,"('AAPL', '2018 q1')",0.0
18443,AAPL,2018 q1,4520,0.5947892315984108,Brian Colello,0.5353431309726652,male,"Morningstar, Inc.","('AAPL', '2018 q1')",0.0
18444,AAPL,2018 q1,4520,0.5947892315984108,"Ms. Angelo Zino, CFA",0.6850050612922163,female,CFRA Equity Research,"('AAPL', '2018 q1')",0.0
18445,HPE (1),2018 q1,4520,0.6024219210474755,"Ms. Angelo Zino, CFA",0.6361130656159165,female,CFRA Equity Research,"('HPE (1)', '2018 q1')",0.0
18446,HPQ,2018 q1,4520,0.7110516287395972,"Ms. Angelo Zino, CFA",0.5537911134367723,female,CFRA Equity Research,"('HPQ', '2018 q1')",0.0
18447,NTAP,2018 q1,4520,0.4249878361980441,"Ms. Angelo Zino, CFA",0.7582790398524105,female,CFRA Equity Research,"('NTAP', '2018 q1')",0.0
18448,WDC,2018 q1,4520,0.5856622392452369,"Ms. Angelo Zino, CFA",0.7256327871392895,female,CFRA Equity Research,"('WDC', '2018 q1')",0.0
18449,AAPL,2018 q1,4520,0.5947892315984108,Mr. Nehal S. Chokshi,0.1594038316843594,male,Maxim Group,"('AAPL', '2018 q1')",0.019926240667700768
18450,HPE (1),2018 q1,4520,0.6024219210474755,Mr. Nehal S. Chokshi,0.3904288193221065,male,Maxim Group,"('HPE (1)', '2018 q1')",0.0
18451,HPQ,2018 q1,4520,0.7110516287395972,Mr. Nehal S. Chokshi,0.4342996347114128,male,Maxim Group,"('HPQ', '2018 q1')",0.0
18452,NTAP,2018 q1,4520,0.4249878361980441,Mr. Nehal S. Chokshi,0.0843849056592196,male,Maxim Group,"('NTAP', '2018 q1')",0.0
18453,WDC,2018 q1,4520,0.5856622392452369,Mr. Nehal S. Chokshi,0.2505034242381267,male,Maxim Group,"('WDC', '2018 q1')",0.0
18454,AAPL,2018 q1,4520,0.5947892315984108,Walter Piecyk,0.2299112156202079,male,BTIG,"('AAPL', '2018 q1')",0.0
18455,AAPL,2018 q1,4520,0.5947892315984108,Equity Research Group,0.281876881655802,Not a person,William Blair & Company,"('AAPL', '2018 q1')",0.0
18456,AAPL,2018 q1,4520,0.5947892315984108,Mr. Anthony J. Stoss,0.4145090120888576,male,Craig Hallum,"('AAPL', '2018 q1')",0.0
18457,AAPL,2018 q1,4520,0.5947892315984108,Mr. Mark A. Moskowitz,0.3901274801021798,male,Barclays,"('AAPL', '2018 q1')",0.027824508026242256
18458,ANET,2018 q1,4520,0.4685753221205814,Mr. Mark A. Moskowitz,0.331270416579302,male,Barclays,"('ANET', '2018 q1')",0.0
18459,CDW,2018 q1,4520,0.4882998629596934,Mr. Mark A. Moskowitz,0.4734576595000145,male,Barclays,"('CDW', '2018 q1')",0.04568541795015335
18460,CSCO,2018 q1,4520,0.4928805730563732,Mr. Mark A. Moskowitz,0.3235125128248498,male,Barclays,"('CSCO', '2018 q1')",0.03254763688892126
18461,FFIV,2018 q1,4520,0.533826595549246,Mr. Mark A. Moskowitz,0.370041078714892,male,Barclays,"('FFIV', '2018 q1')",0.012421911582350731
18462,HPE (1),2018 q1,4520,0.6024219210474755,Mr. Mark A. Moskowitz,0.3264397586974188,male,Barclays,"('HPE (1)', '2018 q1')",0.016477424651384354
18463,HPQ,2018 q1,4520,0.7110516287395972,Mr. Mark A. Moskowitz,0.4593873106212733,male,Barclays,"('HPQ', '2018 q1')",0.010672385804355145
18464,JNPR,2018 q1,4520,0.5911700111450521,Mr. Mark A. Moskowitz,0.4103691736459726,male,Barclays,"('JNPR', '2018 q1')",0.011448713019490242
18465,NTAP,2018 q1,4520,0.4249878361980441,Mr. Mark A. Moskowitz,0.4464491810578113,male,Barclays,"('NTAP', '2018 q1')",0.0
18466,STX,2018 q1,4520,0.552320305491248,Mr. Mark A. Moskowitz,0.6934468589732292,male,Barclays,"('STX', '2018 q1')",0.0
18467,WDC,2018 q1,4520,0.5856622392452369,Mr. Mark A. Moskowitz,0.5874249785053226,male,Barclays,"('WDC', '2018 q1')",0.04434362053871155
18468,AAPL,2018 q1,4520,0.5947892315984108,Sherri Scribner,0.3214429865555848,female,Deutsche Bank,"('AAPL', '2018 q1')",0.0
18469,APH,2018 q1,4520,0.6511836770952838,Sherri Scribner,0.4116762343979459,female,Deutsche Bank,"('APH', '2018 q1')",0.0
18470,CDW,2018 q1,4520,0.4882998629596934,Sherri Scribner,0.3465028401875163,female,Deutsche Bank,"('CDW', '2018 q1')",0.010352015495300293
18471,HPE (1),2018 q1,4520,0.6024219210474755,Sherri Scribner,0.1481019647048221,female,Deutsche Bank,"('HPE (1)', '2018 q1')",0.0
18472,HPQ,2018 q1,4520,0.7110516287395972,Sherri Scribner,0.278012676157828,female,Deutsche Bank,"('HPQ', '2018 q1')",0.0
18473,NTAP,2018 q1,4520,0.4249878361980441,Sherri Scribner,0.2205889948030938,female,Deutsche Bank,"('NTAP', '2018 q1')",0.0
18474,TEL,2018 q1,4520,0.716794364133023,Sherri Scribner,0.4104917938226272,female,Deutsche Bank,"('TEL', '2018 q1')",0.0
18475,WDC,2018 q1,4520,0.5856622392452369,Sherri Scribner,0.1796027512580239,female,Deutsche Bank,"('WDC', '2018 q1')",0.0
18476,AAPL,2018 q1,4520,0.5947892315984108,Ms. Katy L. Huberty,0.2590159032680489,female,Morgan Stanley,"('AAPL', '2018 q1')",0.0
18477,CDW,2018 q1,4520,0.4882998629596934,Ms. Katy L. Huberty,0.2467430864749427,female,Morgan Stanley,"('CDW', '2018 q1')",0.0
18478,HPE (1),2018 q1,4520,0.6024219210474755,Ms. Katy L. Huberty,0.1997936243174115,female,Morgan Stanley,"('HPE (1)', '2018 q1')",0.0
18479,HPQ,2018 q1,4520,0.7110516287395972,Ms. Katy L. Huberty,0.3167611633920507,female,Morgan Stanley,"('HPQ', '2018 q1')",0.0
18480,AAPL,2018 q1,4520,0.5947892315984108,Mr. Jeff Cantwell,0.7429187583540249,male,Guggenheim Securities LLC,"('AAPL', '2018 q1')",0.03151164948940277
18481,AAPL,2018 q1,4520,0.5947892315984108,Mr. Stephen Turner,0.1578979325023782,male,Hilliard Lyons,"('AAPL', '2018 q1')",0.016638461500406265
18482,AAPL,2018 q1,4520,0.5947892315984108,Portfolios Research,0.8379392800387188,Not a person,BofA Global Research,"('AAPL', '2018 q1')",0.0
18483,ANET,2018 q1,4520,0.4685753221205814,Stephen Castellano,0.6440157642084595,male,Ascendere Associates LLC,"('ANET', '2018 q1')",0.19070729985833168
18484,ANET,2018 q1,4520,0.4685753221205814,Mr. Keith Snyder,0.6133733583561947,male,CFRA Equity Research,"('ANET', '2018 q1')",0.0
18485,APH,2018 q1,4520,0.6511836770952838,Mr. Keith Snyder,0.9071071364856756,male,CFRA Equity Research,"('APH', '2018 q1')",0.0
18486,CSCO,2018 q1,4520,0.4928805730563732,Mr. Keith Snyder,0.6086058308341307,male,CFRA Equity Research,"('CSCO', '2018 q1')",0.0
18487,FFIV,2018 q1,4520,0.533826595549246,Mr. Keith Snyder,0.6043019397623456,male,CFRA Equity Research,"('FFIV', '2018 q1')",0.0
18488,GLW,2018 q1,4520,0.6186402459690632,Mr. Keith Snyder,0.8004920823136209,male,CFRA Equity Research,"('GLW', '2018 q1')",0.0
18489,JNPR,2018 q1,4520,0.5911700111450521,Mr. Keith Snyder,0.6086265221267589,male,CFRA Equity Research,"('JNPR', '2018 q1')",0.0
18490,MSI,2018 q1,4520,0.5690138486226816,Mr. Keith Snyder,0.6420245438390304,male,CFRA Equity Research,"('MSI', '2018 q1')",0.011773246806114912
18491,ANET,2018 q1,4520,0.4685753221205814,Mr. Andrew J. Nowinski,0.1370784298348085,male,Piper Sandler Companies,"('ANET', '2018 q1')",0.011253971140831709
18492,FFIV,2018 q1,4520,0.533826595549246,Mr. Andrew J. Nowinski,0.1313592117212287,male,Piper Sandler Companies,"('FFIV', '2018 q1')",0.0
18493,NTAP,2018 q1,4520,0.4249878361980441,Mr. Andrew J. Nowinski,0.1767361969025286,male,Piper Sandler Companies,"('NTAP', '2018 q1')",0.0
18494,ANET,2018 q1,4520,0.4685753221205814,Mr. Ittai Kidron,0.0883062680749567,male,"Oppenheimer & Co., Inc.","('ANET', '2018 q1')",0.0
18495,CSCO,2018 q1,4520,0.4928805730563732,Mr. Ittai Kidron,0.1665774099757006,male,"Oppenheimer & Co., Inc.","('CSCO', '2018 q1')",0.014115074649453163
18496,FFIV,2018 q1,4520,0.533826595549246,Mr. Ittai Kidron,0.1333995119541044,male,"Oppenheimer & Co., Inc.","('FFIV', '2018 q1')",0.0
18497,HPE (1),2018 q1,4520,0.6024219210474755,Mr. Ittai Kidron,0.2081517610511754,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2018 q1')",0.0
18498,JNPR,2018 q1,4520,0.5911700111450521,Mr. Ittai Kidron,0.1529020684956523,male,"Oppenheimer & Co., Inc.","('JNPR', '2018 q1')",0.057647889479994774
18499,ANET,2018 q1,4520,0.4685753221205814,Mr. Vijay Bhagavath,0.1764954253415353,male,Deutsche Bank,"('ANET', '2018 q1')",0.0
18500,CSCO,2018 q1,4520,0.4928805730563732,Mr. Vijay Bhagavath,0.1561821242296835,male,Deutsche Bank,"('CSCO', '2018 q1')",0.0
18501,FFIV,2018 q1,4520,0.533826595549246,Mr. Vijay Bhagavath,0.137855252714804,male,Deutsche Bank,"('FFIV', '2018 q1')",0.00693538086488843
18502,KEYS,2018 q1,4520,0.4118305010493709,Mr. Vijay Bhagavath,0.342428351556642,male,Deutsche Bank,"('KEYS', '2018 q1')",0.04550902172923088
18503,MSI,2018 q1,4520,0.5690138486226816,Mr. Vijay Bhagavath,0.3112749363378778,male,Deutsche Bank,"('MSI', '2018 q1')",0.027733106166124344
18504,ANET,2018 q1,4520,0.4685753221205814,Mr. Paul J. Silverstein,0.1266282052397398,male,Cowen and Company,"('ANET', '2018 q1')",0.0
18505,CSCO,2018 q1,4520,0.4928805730563732,Mr. Paul J. Silverstein,0.1930676907992269,male,Cowen and Company,"('CSCO', '2018 q1')",0.040451742708683014
18506,FFIV,2018 q1,4520,0.533826595549246,Mr. Paul J. Silverstein,0.2573039504182817,male,Cowen and Company,"('FFIV', '2018 q1')",0.0
18507,MSI,2018 q1,4520,0.5690138486226816,Mr. Paul J. Silverstein,0.344254252997935,male,Cowen and Company,"('MSI', '2018 q1')",0.0
18508,ANET,2018 q1,4520,0.4685753221205814,Mr. Tal Liani,0.2682993955531542,male,BofA Global Research,"('ANET', '2018 q1')",0.0
18509,CSCO,2018 q1,4520,0.4928805730563732,Mr. Tal Liani,0.165648259487486,male,BofA Global Research,"('CSCO', '2018 q1')",0.0
18510,FFIV,2018 q1,4520,0.533826595549246,Mr. Tal Liani,0.2736887358355468,male,BofA Global Research,"('FFIV', '2018 q1')",0.006803696975111961
18511,JNPR,2018 q1,4520,0.5911700111450521,Mr. Tal Liani,0.3317920844669451,male,BofA Global Research,"('JNPR', '2018 q1')",0.0
18512,ANET,2018 q1,4520,0.4685753221205814,Mr. James E. Faucette,0.1811649623323599,male,Morgan Stanley,"('ANET', '2018 q1')",0.0
18513,CSCO,2018 q1,4520,0.4928805730563732,Mr. James E. Faucette,0.1268644900289066,male,Morgan Stanley,"('CSCO', '2018 q1')",0.0
18514,FFIV,2018 q1,4520,0.533826595549246,Mr. James E. Faucette,0.2540408138654993,male,Morgan Stanley,"('FFIV', '2018 q1')",0.0
18515,GLW,2018 q1,4520,0.6186402459690632,Mr. James E. Faucette,0.392604285300739,male,Morgan Stanley,"('GLW', '2018 q1')",0.0
18516,JNPR,2018 q1,4520,0.5911700111450521,Mr. James E. Faucette,0.3851354134091276,male,Morgan Stanley,"('JNPR', '2018 q1')",0.0
18517,ZBRA,2018 q1,4520,0.8453134146633342,Mr. James E. Faucette,0.7621136536466151,male,Morgan Stanley,"('ZBRA', '2018 q1')",0.0
18518,ANET,2018 q1,4520,0.4685753221205814,Mr. Ilya Kundozerov,0.4561753926836721,male,"Morningstar, Inc.","('ANET', '2018 q1')",0.0
18519,CSCO,2018 q1,4520,0.4928805730563732,Mr. Ilya Kundozerov,0.5050803357501565,male,"Morningstar, Inc.","('CSCO', '2018 q1')",0.0
18520,FFIV,2018 q1,4520,0.533826595549246,Mr. Ilya Kundozerov,0.4741823854764886,male,"Morningstar, Inc.","('FFIV', '2018 q1')",0.0
18521,JNPR,2018 q1,4520,0.5911700111450521,Mr. Ilya Kundozerov,0.4882203191032589,male,"Morningstar, Inc.","('JNPR', '2018 q1')",0.022222223381201427
18522,NTAP,2018 q1,4520,0.4249878361980441,Mr. Ilya Kundozerov,0.5574154942814261,male,"Morningstar, Inc.","('NTAP', '2018 q1')",0.008333333767950535
18523,ANET,2018 q1,4520,0.4685753221205814,Mr. Mitch T. Steves,0.6780577658760569,male,RBC Capital Markets,"('ANET', '2018 q1')",0.03333333507180214
18524,CSCO,2018 q1,4520,0.4928805730563732,Mr. Mitch T. Steves,0.1494451749122358,male,RBC Capital Markets,"('CSCO', '2018 q1')",0.0
18525,ANET,2018 q1,4520,0.4685753221205814,Mr. Josep Bori,0.2878572774783596,male,Berenberg,"('ANET', '2018 q1')",0.016827553510665894
18526,CSCO,2018 q1,4520,0.4928805730563732,Mr. Josep Bori,0.3463773876549919,male,Berenberg,"('CSCO', '2018 q1')",0.0
18527,HPE (1),2018 q1,4520,0.6024219210474755,Mr. Josep Bori,0.5133718133405533,male,Berenberg,"('HPE (1)', '2018 q1')",0.0
18528,JNPR,2018 q1,4520,0.5911700111450521,Mr. Josep Bori,0.4651911977937117,male,Berenberg,"('JNPR', '2018 q1')",0.0
18529,ANET,2018 q1,4520,0.4685753221205814,Mr. Hendi Susanto,0.2256280514089952,male,Gabelli & Company,"('ANET', '2018 q1')",0.0
18530,ANET,2018 q1,4520,0.4685753221205814,Mr. Michael E. Genovese,0.201894929592152,male,MKM Partners,"('ANET', '2018 q1')",0.023775676265358925
18531,CSCO,2018 q1,4520,0.4928805730563732,Mr. Michael E. Genovese,0.3205621965506346,male,MKM Partners,"('CSCO', '2018 q1')",0.0
18532,FFIV,2018 q1,4520,0.533826595549246,Mr. Michael E. Genovese,0.2612183550679118,male,MKM Partners,"('FFIV', '2018 q1')",0.04788246005773544
18533,JNPR,2018 q1,4520,0.5911700111450521,Mr. Michael E. Genovese,0.210126919264927,male,MKM Partners,"('JNPR', '2018 q1')",0.023122059181332588
18534,MSI,2018 q1,4520,0.5690138486226816,Mr. Michael E. Genovese,0.3405792934520965,male,MKM Partners,"('MSI', '2018 q1')",0.022149216383695602
18535,APH,2018 q1,4520,0.6511836770952838,Rodney Nelson,0.7921370959079289,male,"Morningstar, Inc.","('APH', '2018 q1')",0.0
18536,HPQ,2018 q1,4520,0.7110516287395972,Rodney Nelson,0.6672018212021442,male,"Morningstar, Inc.","('HPQ', '2018 q1')",0.0
18537,TEL,2018 q1,4520,0.716794364133023,Rodney Nelson,0.7302063056136365,male,"Morningstar, Inc.","('TEL', '2018 q1')",0.0
18538,APH,2018 q1,4520,0.6511836770952838,Craig M. Hettenbach,0.3544318391613261,male,Morgan Stanley,"('APH', '2018 q1')",0.0
18539,TEL,2018 q1,4520,0.716794364133023,Craig M. Hettenbach,0.3430827302299845,male,Morgan Stanley,"('TEL', '2018 q1')",0.0
18540,APH,2018 q1,4520,0.6511836770952838,Mr. Joseph C. Giordano,0.5700974842072764,male,Cowen and Company,"('APH', '2018 q1')",0.0
18541,TEL,2018 q1,4520,0.716794364133023,Mr. Joseph C. Giordano,0.5413721665137877,male,Cowen and Company,"('TEL', '2018 q1')",0.0
18542,APH,2018 q1,4520,0.6511836770952838,"Mr. Amit J. Daryanani, CFA",0.3591281430550036,male,RBC Capital Markets,"('APH', '2018 q1')",0.0
18543,CDW,2018 q1,4520,0.4882998629596934,"Mr. Amit J. Daryanani, CFA",0.2296076116474253,male,RBC Capital Markets,"('CDW', '2018 q1')",0.0
18544,HPE (1),2018 q1,4520,0.6024219210474755,"Mr. Amit J. Daryanani, CFA",0.192398406362075,male,RBC Capital Markets,"('HPE (1)', '2018 q1')",0.01666666753590107
18545,TEL,2018 q1,4520,0.716794364133023,"Mr. Amit J. Daryanani, CFA",0.6441791554803555,male,RBC Capital Markets,"('TEL', '2018 q1')",0.03333333507180214
18546,CDW,2018 q1,4520,0.4882998629596934,"Elliott L. Schlang, CFA",0.2217122938955322,male,Great Lakes/Wellington Shields,"('CDW', '2018 q1')",0.021824993193149567
18547,ZBRA,2018 q1,4520,0.8453134146633342,"Elliott L. Schlang, CFA",0.5614008924545194,male,Great Lakes/Wellington Shields,"('ZBRA', '2018 q1')",0.0
18548,CDW,2018 q1,4520,0.4882998629596934,David Holt,0.8728621017201034,male,CFRA Equity Research,"('CDW', '2018 q1')",0.0
18549,FLIR,2018 q1,4520,0.7400344549698558,David Holt,0.7936974937988098,male,CFRA Equity Research,"('FLIR', '2018 q1')",0.0
18550,TEL,2018 q1,4520,0.716794364133023,David Holt,0.7482160706402196,male,CFRA Equity Research,"('TEL', '2018 q1')",0.0
18551,ZBRA,2018 q1,4520,0.8453134146633342,David Holt,0.8417572689600072,male,CFRA Equity Research,"('ZBRA', '2018 q1')",0.011189536191523075
18552,CDW,2018 q1,4520,0.4882998629596934,"Keith M. Housum, CPA",0.2777417047589066,male,Northcoast Research,"('CDW', '2018 q1')",0.008466629311442375
18553,MSI,2018 q1,4520,0.5690138486226816,"Keith M. Housum, CPA",0.2496969328165762,male,Northcoast Research,"('MSI', '2018 q1')",0.0
18554,ZBRA,2018 q1,4520,0.8453134146633342,"Keith M. Housum, CPA",0.5607384275512186,male,Northcoast Research,"('ZBRA', '2018 q1')",0.0035179955884814262
18555,CSCO,2018 q1,4520,0.4928805730563732,Stephen W. Suttmeier,0.3708398330821222,male,BofA Global Research,"('CSCO', '2018 q1')",0.09693212062120438
18556,CSCO,2018 q1,4520,0.4928805730563732,Mr. George C. Notter,0.609320521687945,male,Jefferies,"('CSCO', '2018 q1')",0.03333333507180214
18557,FFIV,2018 q1,4520,0.533826595549246,Mr. George C. Notter,0.6945749595298448,male,Jefferies,"('FFIV', '2018 q1')",0.03333333507180214
18558,MSI,2018 q1,4520,0.5690138486226816,Mr. George C. Notter,0.6982885231825139,male,Jefferies,"('MSI', '2018 q1')",0.03333333507180214
18559,CSCO,2018 q1,4520,0.4928805730563732,Mr. Krishna BS,0.3409823662107997,male,Crispidea,"('CSCO', '2018 q1')",0.0
18560,HPQ,2018 q1,4520,0.7110516287395972,Mr. Krishna BS,0.630989233154708,male,Crispidea,"('HPQ', '2018 q1')",0.010858867317438126
18561,CSCO,2018 q1,4520,0.4928805730563732,"Mr. Jason N. Ader, CFA",0.2859291610026101,male,William Blair & Company,"('CSCO', '2018 q1')",0.0
18562,FFIV,2018 q1,4520,0.533826595549246,"Mr. Jason N. Ader, CFA",0.3087567704766006,male,William Blair & Company,"('FFIV', '2018 q1')",0.0
18563,NTAP,2018 q1,4520,0.4249878361980441,"Mr. Jason N. Ader, CFA",0.2591236076512245,male,William Blair & Company,"('NTAP', '2018 q1')",0.0
18564,FFIV,2018 q1,4520,0.533826595549246,Mr. Matthew G. Hedberg,0.1266361632762671,male,RBC Capital Markets,"('FFIV', '2018 q1')",0.0
18565,FFIV,2018 q1,4520,0.533826595549246,Mr. Ali Mogharabi,0.469562206782425,male,"Morningstar, Inc.","('FFIV', '2018 q1')",0.0
18566,GLW,2018 q1,4520,0.6186402459690632,Mr. Ali Mogharabi,0.7044887989243874,male,"Morningstar, Inc.","('GLW', '2018 q1')",0.0
18567,JNPR,2018 q1,4520,0.5911700111450521,Mr. Ali Mogharabi,0.4875969188198703,male,"Morningstar, Inc.","('JNPR', '2018 q1')",0.0
18568,FFIV,2018 q1,4520,0.533826595549246,SADIF Research,0.9767010471667812,Not a person,Sadif Analytics Prime,"('FFIV', '2018 q1')",0.953952968120575
18569,FLIR,2018 q1,4520,0.7400344549698558,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FLIR', '2018 q1')",0.9702065587043762
18570,HPE (1),2018 q1,4520,0.6024219210474755,SADIF Research,0.9935507804217658,Not a person,Sadif Analytics Prime,"('HPE (1)', '2018 q1')",0.972324401140213
18571,HPQ,2018 q1,4520,0.7110516287395972,SADIF Research,0.9950141431111568,Not a person,Sadif Analytics Prime,"('HPQ', '2018 q1')",0.9655760526657104
18572,JNPR,2018 q1,4520,0.5911700111450521,SADIF Research,0.9819713176400084,Not a person,Sadif Analytics Prime,"('JNPR', '2018 q1')",0.9772183299064636
18573,TEL,2018 q1,4520,0.716794364133023,SADIF Research,0.9756934784946268,Not a person,Sadif Analytics Prime,"('TEL', '2018 q1')",0.9179396629333496
18574,ZBRA,2018 q1,4520,0.8453134146633342,SADIF Research,0.9932754060748696,Not a person,Sadif Analytics Prime,"('ZBRA', '2018 q1')",0.9730011224746704
18575,FLIR,2018 q1,4520,0.7400344549698558,Mr. Drew Lipke,0.5207109442313291,male,Stephens Inc.,"('FLIR', '2018 q1')",0.0
18576,FLIR,2018 q1,4520,0.7400344549698558,Michael Ciarmoli,0.5636003347213925,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2018 q1')",0.0
18577,FLIR,2018 q1,4520,0.7400344549698558,Mr. Saliq Khan,0.4758230834787808,male,"Imperial Capital, LLC","('FLIR', '2018 q1')",0.012723663821816444
18578,GLW,2018 q1,4520,0.6186402459690632,Mr. Andrew P. Uerkwitz,0.327291897669447,male,"Oppenheimer & Co., Inc.","('GLW', '2018 q1')",0.0
18579,GLW,2018 q1,4520,0.6186402459690632,Robert G. Cihra,0.294496971987857,male,Guggenheim Securities LLC,"('GLW', '2018 q1')",0.0
18580,HPE (1),2018 q1,4520,0.6024219210474755,Robert G. Cihra,0.1932890941024387,male,Guggenheim Securities LLC,"('HPE (1)', '2018 q1')",0.007625524885952473
18581,HPQ,2018 q1,4520,0.7110516287395972,Robert G. Cihra,0.2325478183114557,male,Guggenheim Securities LLC,"('HPQ', '2018 q1')",0.0
18582,STX,2018 q1,4520,0.552320305491248,Robert G. Cihra,0.3948094720963026,male,Guggenheim Securities LLC,"('STX', '2018 q1')",0.0
18583,WDC,2018 q1,4520,0.5856622392452369,Robert G. Cihra,0.1775095021395839,male,Guggenheim Securities LLC,"('WDC', '2018 q1')",0.0
18584,GLW,2018 q1,4520,0.6186402459690632,Mehdi Hosseini,0.5669982685086209,male,Susquehanna Financial Group LLLP,"('GLW', '2018 q1')",0.0
18585,HPE (1),2018 q1,4520,0.6024219210474755,Mehdi Hosseini,0.6797281904445535,male,Susquehanna Financial Group LLLP,"('HPE (1)', '2018 q1')",0.0
18586,STX,2018 q1,4520,0.552320305491248,Mehdi Hosseini,0.4768340122259018,male,Susquehanna Financial Group LLLP,"('STX', '2018 q1')",0.0
18587,WDC,2018 q1,4520,0.5856622392452369,Mehdi Hosseini,0.7030071041927944,male,Susquehanna Financial Group LLLP,"('WDC', '2018 q1')",0.0
18588,HPE (1),2018 q1,4520,0.6024219210474755,Mr. Andrew Lange,0.6087354955897275,male,"Morningstar, Inc.","('HPE (1)', '2018 q1')",0.0
18589,HPE (1),2018 q1,4520,0.6024219210474755,CFRA Research,0.6276671144425614,Not a person,CFRA Equity Research,"('HPE (1)', '2018 q1')",0.0
18590,HPQ,2018 q1,4520,0.7110516287395972,CFRA Research,0.5412057469774496,Not a person,CFRA Equity Research,"('HPQ', '2018 q1')",0.0
18591,HPQ,2018 q1,4520,0.7110516287395972,Acquisdata Research Team,0.8607842390614419,Not a person,Acquisdata,"('HPQ', '2018 q1')",0.0
18592,HPQ,2018 q1,4520,0.7110516287395972,Mr. David Ryzhik,0.7716915702646364,male,Susquehanna Financial Group LLLP,"('HPQ', '2018 q1')",0.0
18593,IPGP,2018 q1,4520,0.3684643140198407,Mr. Thomas Hayes,0.3724632784644893,male,Northcoast Research,"('IPGP', '2018 q1')",0.0
18594,IPGP,2018 q1,4520,0.3684643140198407,Mr. Mark Miller,0.161208164599892,male,The Benchmark Company LLC,"('IPGP', '2018 q1')",0.0
18595,WDC,2018 q1,4520,0.5856622392452369,Mr. Mark Miller,0.9115147840913866,male,The Benchmark Company LLC,"('WDC', '2018 q1')",0.0
18596,IPGP,2018 q1,4520,0.3684643140198407,Mr. Bobby J. Burleson,0.4895130102644236,male,Canaccord Genuity,"('IPGP', '2018 q1')",0.0
18597,JNPR,2018 q1,4520,0.5911700111450521,Mr. Dmitry G. Netis,0.3199833101691827,male,William Blair & Company,"('JNPR', '2018 q1')",0.0
18598,KEYS,2018 q1,4520,0.4118305010493709,Mr. Farhan Ahmad,0.4873263620212432,male,Credit Suisse,"('KEYS', '2018 q1')",0.0
18599,KEYS,2018 q1,4520,0.4118305010493709,Mr. Joseph E. Wolf,0.3298880690743983,male,Barclays,"('KEYS', '2018 q1')",0.024867978412657976
18600,MSI,2018 q1,4520,0.5690138486226816,William Fitzsimmons,0.6241073789402901,male,"Morningstar, Inc.","('MSI', '2018 q1')",0.0
18601,NTAP,2018 q1,4520,0.4249878361980441,Eric Martinuzzi,0.1564696917011399,male,Lake Street Capital Markets,"('NTAP', '2018 q1')",0.0
18602,NTAP,2018 q1,4520,0.4249878361980441,Lou Miscioscia,0.1844516601425175,male,Pivotal Research Group,"('NTAP', '2018 q1')",0.0
18603,TEL,2018 q1,4520,0.716794364133023,"Mr. Richard M. Kwas, CFA",0.4930918419812618,male,"Wells Fargo Securities, LLC","('TEL', '2018 q1')",0.0
18604,WDC,2018 q1,4520,0.5856622392452369,Kinngai Chan,0.2474363966544905,male,Summit Insights Group,"('WDC', '2018 q1')",0.02470177598297596
18605,WDC,2018 q1,4520,0.5856622392452369,Christian D. Schwab,0.4169939961690541,male,Craig Hallum,"('WDC', '2018 q1')",0.0
18606,WDC,2018 q1,4520,0.5856622392452369,Mr. C.J. Muse,0.2438487336301742,male,EVERCORE ISI,"('WDC', '2018 q1')",0.0
18607,ZBRA,2018 q1,4520,0.8453134146633342,Matthew Gall,0.9606147999414908,male,Barrington Research Associates,"('ZBRA', '2018 q1')",0.0
18608,AAPL,2018 q2,4520,0.5137046215906373,Mr. Mark A. Moskowitz,0.3082756659102066,male,Barclays,"('AAPL', '2018 q2')",0.0
18609,ANET,2018 q2,4520,0.5101539778457431,Mr. Mark A. Moskowitz,0.3531861090201194,male,Barclays,"('ANET', '2018 q2')",0.024226920679211617
18610,CDW,2018 q2,4520,0.4965592216743486,Mr. Mark A. Moskowitz,0.5298171742709169,male,Barclays,"('CDW', '2018 q2')",0.05482461582869291
18611,CSCO,2018 q2,4520,0.5673171909441934,Mr. Mark A. Moskowitz,0.3917473874211352,male,Barclays,"('CSCO', '2018 q2')",0.0
18612,FFIV,2018 q2,4520,0.4827660529480614,Mr. Mark A. Moskowitz,0.4084876772237974,male,Barclays,"('FFIV', '2018 q2')",0.0
18613,HPE (1),2018 q2,4520,0.6538650559094734,Mr. Mark A. Moskowitz,0.3073353554744022,male,Barclays,"('HPE (1)', '2018 q2')",0.014304694719612598
18614,HPQ,2018 q2,4520,0.6194657348146408,Mr. Mark A. Moskowitz,0.3826915702206381,male,Barclays,"('HPQ', '2018 q2')",0.0
18615,JNPR,2018 q2,4520,0.449507951221242,Mr. Mark A. Moskowitz,0.4117366547939985,male,Barclays,"('JNPR', '2018 q2')",0.0
18616,NTAP,2018 q2,4520,0.3820856624291527,Mr. Mark A. Moskowitz,0.3245168902363094,male,Barclays,"('NTAP', '2018 q2')",0.00896866712719202
18617,STX,2018 q2,4520,0.5710206860668012,Mr. Mark A. Moskowitz,0.4796315136005416,male,Barclays,"('STX', '2018 q2')",0.0
18618,WDC,2018 q2,4520,0.6626580489112184,Mr. Mark A. Moskowitz,0.5444942923061634,male,Barclays,"('WDC', '2018 q2')",0.03438856080174446
18619,AAPL,2018 q2,4520,0.5137046215906373,Wamsi Mohan,0.2275146180781549,male,BofA Global Research,"('AAPL', '2018 q2')",0.0
18620,GLW,2018 q2,4520,0.6710910925443558,Wamsi Mohan,0.4147731766535697,male,BofA Global Research,"('GLW', '2018 q2')",0.0
18621,HPE (1),2018 q2,4520,0.6538650559094734,Wamsi Mohan,0.309535671963428,male,BofA Global Research,"('HPE (1)', '2018 q2')",0.0
18622,HPQ,2018 q2,4520,0.6194657348146408,Wamsi Mohan,0.2870304478588947,male,BofA Global Research,"('HPQ', '2018 q2')",0.0
18623,NTAP,2018 q2,4520,0.3820856624291527,Wamsi Mohan,0.1579562668625041,male,BofA Global Research,"('NTAP', '2018 q2')",0.005365109692017238
18624,TEL,2018 q2,4520,0.5388515073153892,Wamsi Mohan,0.3588493350688767,male,BofA Global Research,"('TEL', '2018 q2')",0.0
18625,WDC,2018 q2,4520,0.6626580489112184,Wamsi Mohan,0.3515238250845935,male,BofA Global Research,"('WDC', '2018 q2')",0.0
18626,AAPL,2018 q2,4520,0.5137046215906373,CFRA Research,0.6052071037085496,Not a person,CFRA Equity Research,"('AAPL', '2018 q2')",0.0
18627,WDC,2018 q2,4520,0.6626580489112184,CFRA Research,0.594100371412173,Not a person,CFRA Equity Research,"('WDC', '2018 q2')",0.0
18628,AAPL,2018 q2,4520,0.5137046215906373,Mr. Marc Pouey,0.5842007907203335,male,BofA Global Research,"('AAPL', '2018 q2')",0.011502928100526333
18629,AAPL,2018 q2,4520,0.5137046215906373,"T. Michael T. Walkley, CPA",0.1742443163863815,male,Canaccord Genuity,"('AAPL', '2018 q2')",0.0
18630,AAPL,2018 q2,4520,0.5137046215906373,Brian Colello,0.5128283269413572,male,"Morningstar, Inc.","('AAPL', '2018 q2')",0.01666666753590107
18631,ANET,2018 q2,4520,0.5101539778457431,Brian Colello,0.4553844217496238,male,"Morningstar, Inc.","('ANET', '2018 q2')",0.0
18632,APH,2018 q2,4520,0.6893457217059444,Brian Colello,0.5790132107195476,male,"Morningstar, Inc.","('APH', '2018 q2')",0.0
18633,CSCO,2018 q2,4520,0.5673171909441934,Brian Colello,0.4792658338174702,male,"Morningstar, Inc.","('CSCO', '2018 q2')",0.0
18634,HPQ,2018 q2,4520,0.6194657348146408,Brian Colello,0.5488845435328029,male,"Morningstar, Inc.","('HPQ', '2018 q2')",0.0
18635,TEL,2018 q2,4520,0.5388515073153892,Brian Colello,0.5488471025533527,male,"Morningstar, Inc.","('TEL', '2018 q2')",0.0
18636,AAPL,2018 q2,4520,0.5137046215906373,"Steven C. Pelayo, CFA",0.1546213520633876,male,HSBC,"('AAPL', '2018 q2')",0.01666666753590107
18637,AAPL,2018 q2,4520,0.5137046215906373,Ms. Katy L. Huberty,0.3994596905096978,female,Morgan Stanley,"('AAPL', '2018 q2')",0.0
18638,CDW,2018 q2,4520,0.4965592216743486,Ms. Katy L. Huberty,0.1945517313866864,female,Morgan Stanley,"('CDW', '2018 q2')",0.0
18639,HPE (1),2018 q2,4520,0.6538650559094734,Ms. Katy L. Huberty,0.2154090783115688,female,Morgan Stanley,"('HPE (1)', '2018 q2')",0.0
18640,HPQ,2018 q2,4520,0.6194657348146408,Ms. Katy L. Huberty,0.2603783898145821,female,Morgan Stanley,"('HPQ', '2018 q2')",0.0
18641,NTAP,2018 q2,4520,0.3820856624291527,Ms. Katy L. Huberty,0.1455566358920711,female,Morgan Stanley,"('NTAP', '2018 q2')",0.0
18642,AAPL,2018 q2,4520,0.5137046215906373,Sherri Scribner,0.4219737604513046,female,Deutsche Bank,"('AAPL', '2018 q2')",0.0
18643,APH,2018 q2,4520,0.6893457217059444,Sherri Scribner,0.468713883087005,female,Deutsche Bank,"('APH', '2018 q2')",0.0
18644,CDW,2018 q2,4520,0.4965592216743486,Sherri Scribner,0.3213795327508143,female,Deutsche Bank,"('CDW', '2018 q2')",0.0
18645,HPQ,2018 q2,4520,0.6194657348146408,Sherri Scribner,0.2211058056311624,female,Deutsche Bank,"('HPQ', '2018 q2')",0.0
18646,NTAP,2018 q2,4520,0.3820856624291527,Sherri Scribner,0.7553433848106915,female,Deutsche Bank,"('NTAP', '2018 q2')",0.0
18647,TEL,2018 q2,4520,0.5388515073153892,Sherri Scribner,0.2409307021541327,female,Deutsche Bank,"('TEL', '2018 q2')",0.0
18648,WDC,2018 q2,4520,0.6626580489112184,Sherri Scribner,0.2336210440963541,female,Deutsche Bank,"('WDC', '2018 q2')",0.0
18649,AAPL,2018 q2,4520,0.5137046215906373,S&P pool,0.5585641518400306,Not a person,CFRA Equity Research,"('AAPL', '2018 q2')",0.0
18650,HPE (1),2018 q2,4520,0.6538650559094734,S&P pool,0.7373619186681577,Not a person,CFRA Equity Research,"('HPE (1)', '2018 q2')",0.0
18651,HPQ,2018 q2,4520,0.6194657348146408,S&P pool,0.6470449008749001,Not a person,CFRA Equity Research,"('HPQ', '2018 q2')",0.0
18652,NTAP,2018 q2,4520,0.3820856624291527,S&P pool,0.7349354051396871,Not a person,CFRA Equity Research,"('NTAP', '2018 q2')",0.0
18653,WDC,2018 q2,4520,0.6626580489112184,S&P pool,0.6058150808060391,Not a person,CFRA Equity Research,"('WDC', '2018 q2')",0.0
18654,AAPL,2018 q2,4520,0.5137046215906373,Mr. Andrew P. Uerkwitz,0.2293222438585492,male,"Oppenheimer & Co., Inc.","('AAPL', '2018 q2')",0.0
18655,GLW,2018 q2,4520,0.6710910925443558,Mr. Andrew P. Uerkwitz,0.418509214487622,male,"Oppenheimer & Co., Inc.","('GLW', '2018 q2')",0.0
18656,AAPL,2018 q2,4520,0.5137046215906373,"Mr. Amit J. Daryanani, CFA",0.2891640523358207,male,RBC Capital Markets,"('AAPL', '2018 q2')",0.013193459250032902
18657,APH,2018 q2,4520,0.6893457217059444,"Mr. Amit J. Daryanani, CFA",0.422645935144739,male,RBC Capital Markets,"('APH', '2018 q2')",0.0
18658,CDW,2018 q2,4520,0.4965592216743486,"Mr. Amit J. Daryanani, CFA",0.2588202916927365,male,RBC Capital Markets,"('CDW', '2018 q2')",0.0
18659,HPE (1),2018 q2,4520,0.6538650559094734,"Mr. Amit J. Daryanani, CFA",0.2071040482103224,male,RBC Capital Markets,"('HPE (1)', '2018 q2')",0.0
18660,HPQ,2018 q2,4520,0.6194657348146408,"Mr. Amit J. Daryanani, CFA",0.1725640608651607,male,RBC Capital Markets,"('HPQ', '2018 q2')",0.0
18661,NTAP,2018 q2,4520,0.3820856624291527,"Mr. Amit J. Daryanani, CFA",0.128081959459558,male,RBC Capital Markets,"('NTAP', '2018 q2')",0.004408984445035458
18662,TEL,2018 q2,4520,0.5388515073153892,"Mr. Amit J. Daryanani, CFA",0.1734530615610625,male,RBC Capital Markets,"('TEL', '2018 q2')",0.0
18663,WDC,2018 q2,4520,0.6626580489112184,"Mr. Amit J. Daryanani, CFA",0.2802771379249212,male,RBC Capital Markets,"('WDC', '2018 q2')",0.0
18664,AAPL,2018 q2,4520,0.5137046215906373,Robert G. Cihra,0.1868625541955179,male,Guggenheim Securities LLC,"('AAPL', '2018 q2')",0.0
18665,GLW,2018 q2,4520,0.6710910925443558,Robert G. Cihra,0.3676064881105006,male,Guggenheim Securities LLC,"('GLW', '2018 q2')",0.0
18666,HPQ,2018 q2,4520,0.6194657348146408,Robert G. Cihra,0.1757776076346366,male,Guggenheim Securities LLC,"('HPQ', '2018 q2')",0.0
18667,STX,2018 q2,4520,0.5710206860668012,Robert G. Cihra,0.4737677191549343,male,Guggenheim Securities LLC,"('STX', '2018 q2')",0.0
18668,WDC,2018 q2,4520,0.6626580489112184,Robert G. Cihra,0.1777142413717475,male,Guggenheim Securities LLC,"('WDC', '2018 q2')",0.0
18669,AAPL,2018 q2,4520,0.5137046215906373,"Shebly Seyrafi, CFA",0.3258607961123267,male,FBN Securities,"('AAPL', '2018 q2')",0.0
18670,NTAP,2018 q2,4520,0.3820856624291527,"Shebly Seyrafi, CFA",0.3669650074916768,male,FBN Securities,"('NTAP', '2018 q2')",0.0
18671,WDC,2018 q2,4520,0.6626580489112184,"Shebly Seyrafi, CFA",0.2780503394029932,male,FBN Securities,"('WDC', '2018 q2')",0.0
18672,AAPL,2018 q2,4520,0.5137046215906373,JL Warren Capital LLC,0.3715274666426532,Not a person,JLWC,"('AAPL', '2018 q2')",0.013532684184610844
18673,AAPL,2018 q2,4520,0.5137046215906373,Mr. Nehal S. Chokshi,0.1317042004060761,male,Maxim Group,"('AAPL', '2018 q2')",0.04493952915072441
18674,HPE (1),2018 q2,4520,0.6538650559094734,Mr. Nehal S. Chokshi,0.2995474395787807,male,Maxim Group,"('HPE (1)', '2018 q2')",0.0
18675,HPQ,2018 q2,4520,0.6194657348146408,Mr. Nehal S. Chokshi,0.3235215380211322,male,Maxim Group,"('HPQ', '2018 q2')",0.019189750775694847
18676,NTAP,2018 q2,4520,0.3820856624291527,Mr. Nehal S. Chokshi,0.0577245329234001,male,Maxim Group,"('NTAP', '2018 q2')",0.0
18677,STX,2018 q2,4520,0.5710206860668012,Mr. Nehal S. Chokshi,0.6738233081619449,male,Maxim Group,"('STX', '2018 q2')",0.0
18678,AAPL,2018 q2,4520,0.5137046215906373,Mr. Krishna BS,0.5221209837953086,male,Crispidea,"('AAPL', '2018 q2')",0.0
18679,HPE (1),2018 q2,4520,0.6538650559094734,Mr. Krishna BS,0.5909356149736292,male,Crispidea,"('HPE (1)', '2018 q2')",0.0
18680,HPQ,2018 q2,4520,0.6194657348146408,Mr. Krishna BS,0.6864171854380149,male,Crispidea,"('HPQ', '2018 q2')",0.0
18681,AAPL,2018 q2,4520,0.5137046215906373,Walter Piecyk,0.2629419164694969,male,BTIG,"('AAPL', '2018 q2')",0.0
18682,AAPL,2018 q2,4520,0.5137046215906373,Michael J. Olson,0.1973765797773315,male,Piper Sandler Companies,"('AAPL', '2018 q2')",0.0
18683,ANET,2018 q2,4520,0.5101539778457431,Credit Suisse Global Product Marketing,0.3867604352874449,Not a person,Credit Suisse,"('ANET', '2018 q2')",0.0
18684,CSCO,2018 q2,4520,0.5673171909441934,Credit Suisse Global Product Marketing,0.6740620972799499,Not a person,Credit Suisse,"('CSCO', '2018 q2')",0.0
18685,ANET,2018 q2,4520,0.5101539778457431,Mr. Keith Snyder,0.6349442330628904,male,CFRA Equity Research,"('ANET', '2018 q2')",0.0
18686,APH,2018 q2,4520,0.6893457217059444,Mr. Keith Snyder,0.8325346636777586,male,CFRA Equity Research,"('APH', '2018 q2')",0.0
18687,CSCO,2018 q2,4520,0.5673171909441934,Mr. Keith Snyder,0.6273094024439549,male,CFRA Equity Research,"('CSCO', '2018 q2')",0.0
18688,FFIV,2018 q2,4520,0.4827660529480614,Mr. Keith Snyder,0.6071706761527114,male,CFRA Equity Research,"('FFIV', '2018 q2')",0.0
18689,GLW,2018 q2,4520,0.6710910925443558,Mr. Keith Snyder,0.731946672491071,male,CFRA Equity Research,"('GLW', '2018 q2')",0.0
18690,JNPR,2018 q2,4520,0.449507951221242,Mr. Keith Snyder,0.6207775263280968,male,CFRA Equity Research,"('JNPR', '2018 q2')",0.0
18691,MSI,2018 q2,4520,0.6239593089153416,Mr. Keith Snyder,0.7175141725741074,male,CFRA Equity Research,"('MSI', '2018 q2')",0.016418764367699623
18692,ANET,2018 q2,4520,0.5101539778457431,Erik L. Suppiger,0.1717952956686669,male,JMP Securities,"('ANET', '2018 q2')",0.01029670424759388
18693,NTAP,2018 q2,4520,0.3820856624291527,Erik L. Suppiger,0.1548594599819862,male,JMP Securities,"('NTAP', '2018 q2')",0.022037237882614136
18694,ANET,2018 q2,4520,0.5101539778457431,Mr. Vijay Bhagavath,0.2605925554574634,male,Deutsche Bank,"('ANET', '2018 q2')",0.0
18695,CSCO,2018 q2,4520,0.5673171909441934,Mr. Vijay Bhagavath,0.2410404413314453,male,Deutsche Bank,"('CSCO', '2018 q2')",0.0
18696,GLW,2018 q2,4520,0.6710910925443558,Mr. Vijay Bhagavath,0.3850421203647399,male,Deutsche Bank,"('GLW', '2018 q2')",0.0
18697,JNPR,2018 q2,4520,0.449507951221242,Mr. Vijay Bhagavath,0.226818053601496,male,Deutsche Bank,"('JNPR', '2018 q2')",0.0
18698,KEYS,2018 q2,4520,0.7277516275724136,Mr. Vijay Bhagavath,0.6130234455920214,male,Deutsche Bank,"('KEYS', '2018 q2')",0.025985143147408962
18699,MSI,2018 q2,4520,0.6239593089153416,Mr. Vijay Bhagavath,0.4241357209836884,male,Deutsche Bank,"('MSI', '2018 q2')",0.027805049903690815
18700,ANET,2018 q2,4520,0.5101539778457431,Mr. Paul J. Silverstein,0.1826065635077358,male,Cowen and Company,"('ANET', '2018 q2')",0.0
18701,FFIV,2018 q2,4520,0.4827660529480614,Mr. Paul J. Silverstein,0.1712667540407042,male,Cowen and Company,"('FFIV', '2018 q2')",0.0
18702,JNPR,2018 q2,4520,0.449507951221242,Mr. Paul J. Silverstein,0.1846899261630124,male,Cowen and Company,"('JNPR', '2018 q2')",0.0
18703,MSI,2018 q2,4520,0.6239593089153416,Mr. Paul J. Silverstein,0.3920387674022972,male,Cowen and Company,"('MSI', '2018 q2')",0.018030157312750816
18704,ANET,2018 q2,4520,0.5101539778457431,Mr. Michael E. Genovese,0.2387880814558449,male,MKM Partners,"('ANET', '2018 q2')",0.027711564674973488
18705,CSCO,2018 q2,4520,0.5673171909441934,Mr. Michael E. Genovese,0.286240573757237,male,MKM Partners,"('CSCO', '2018 q2')",0.0
18706,FFIV,2018 q2,4520,0.4827660529480614,Mr. Michael E. Genovese,0.2039447624856714,male,MKM Partners,"('FFIV', '2018 q2')",0.04760291799902916
18707,JNPR,2018 q2,4520,0.449507951221242,Mr. Michael E. Genovese,0.1971155634167595,male,MKM Partners,"('JNPR', '2018 q2')",0.0
18708,MSI,2018 q2,4520,0.6239593089153416,Mr. Michael E. Genovese,0.4419188803032672,male,MKM Partners,"('MSI', '2018 q2')",0.019700488075613976
18709,ANET,2018 q2,4520,0.5101539778457431,Mr. George C. Notter,0.5878020702631366,male,Jefferies,"('ANET', '2018 q2')",0.03333333507180214
18710,CSCO,2018 q2,4520,0.5673171909441934,Mr. George C. Notter,0.6700628028645231,male,Jefferies,"('CSCO', '2018 q2')",0.03333333507180214
18711,GLW,2018 q2,4520,0.6710910925443558,Mr. George C. Notter,0.5822141882994918,male,Jefferies,"('GLW', '2018 q2')",0.03333333507180214
18712,ANET,2018 q2,4520,0.5101539778457431,Mr. Ittai Kidron,0.1361055450810795,male,"Oppenheimer & Co., Inc.","('ANET', '2018 q2')",0.018907586112618446
18713,CSCO,2018 q2,4520,0.5673171909441934,Mr. Ittai Kidron,0.1379013677387261,male,"Oppenheimer & Co., Inc.","('CSCO', '2018 q2')",0.0
18714,FFIV,2018 q2,4520,0.4827660529480614,Mr. Ittai Kidron,0.1194204049414964,male,"Oppenheimer & Co., Inc.","('FFIV', '2018 q2')",0.0
18715,JNPR,2018 q2,4520,0.449507951221242,Mr. Ittai Kidron,0.1114760377831897,male,"Oppenheimer & Co., Inc.","('JNPR', '2018 q2')",0.03984908014535904
18716,ANET,2018 q2,4520,0.5101539778457431,Mr. Josep Bori,0.4586236650186719,male,Berenberg,"('ANET', '2018 q2')",0.0
18717,CSCO,2018 q2,4520,0.5673171909441934,Mr. Josep Bori,0.3681577824192924,male,Berenberg,"('CSCO', '2018 q2')",0.0
18718,HPE (1),2018 q2,4520,0.6538650559094734,Mr. Josep Bori,0.4948858774829388,male,Berenberg,"('HPE (1)', '2018 q2')",0.0
18719,ANET,2018 q2,4520,0.5101539778457431,Mr. James E. Faucette,0.1601417447072792,male,Morgan Stanley,"('ANET', '2018 q2')",0.0
18720,CSCO,2018 q2,4520,0.5673171909441934,Mr. James E. Faucette,0.1327870504161699,male,Morgan Stanley,"('CSCO', '2018 q2')",0.0
18721,FFIV,2018 q2,4520,0.4827660529480614,Mr. James E. Faucette,0.1672948947763584,male,Morgan Stanley,"('FFIV', '2018 q2')",0.0
18722,GLW,2018 q2,4520,0.6710910925443558,Mr. James E. Faucette,0.3880704696076023,male,Morgan Stanley,"('GLW', '2018 q2')",0.0
18723,JNPR,2018 q2,4520,0.449507951221242,Mr. James E. Faucette,0.3077050830698698,male,Morgan Stanley,"('JNPR', '2018 q2')",0.0
18724,ZBRA,2018 q2,4520,0.6992800025182329,Mr. James E. Faucette,0.7854007568925655,male,Morgan Stanley,"('ZBRA', '2018 q2')",0.0
18725,ANET,2018 q2,4520,0.5101539778457431,Mr. Mitch T. Steves,0.5878020702631366,male,RBC Capital Markets,"('ANET', '2018 q2')",0.03333333507180214
18726,APH,2018 q2,4520,0.6893457217059444,Craig M. Hettenbach,0.6762531322176304,male,Morgan Stanley,"('APH', '2018 q2')",0.03333333507180214
18727,TEL,2018 q2,4520,0.5388515073153892,Craig M. Hettenbach,0.2933261855066041,male,Morgan Stanley,"('TEL', '2018 q2')",0.0
18728,APH,2018 q2,4520,0.6893457217059444,Rodney Nelson,0.6115052783922803,male,"Morningstar, Inc.","('APH', '2018 q2')",0.0
18729,HPQ,2018 q2,4520,0.6194657348146408,Rodney Nelson,0.5304440839772873,male,"Morningstar, Inc.","('HPQ', '2018 q2')",0.0
18730,TEL,2018 q2,4520,0.5388515073153892,Rodney Nelson,0.5810953347684105,male,"Morningstar, Inc.","('TEL', '2018 q2')",0.0
18731,APH,2018 q2,4520,0.6893457217059444,"Mr. Richard M. Kwas, CFA",0.4669744401929938,male,"Wells Fargo Securities, LLC","('APH', '2018 q2')",0.0
18732,TEL,2018 q2,4520,0.5388515073153892,"Mr. Richard M. Kwas, CFA",0.3540016829907138,male,"Wells Fargo Securities, LLC","('TEL', '2018 q2')",0.0
18733,CDW,2018 q2,4520,0.4965592216743486,David Holt,0.8259713610978862,male,CFRA Equity Research,"('CDW', '2018 q2')",0.0
18734,FLIR,2018 q2,4520,0.6769846862620303,David Holt,0.7663437459889557,male,CFRA Equity Research,"('FLIR', '2018 q2')",0.0
18735,TEL,2018 q2,4520,0.5388515073153892,David Holt,0.7309685826812816,male,CFRA Equity Research,"('TEL', '2018 q2')",0.0
18736,ZBRA,2018 q2,4520,0.6992800025182329,David Holt,0.7892221603988244,male,CFRA Equity Research,"('ZBRA', '2018 q2')",0.0
18737,CDW,2018 q2,4520,0.4965592216743486,"Keith M. Housum, CPA",0.3407634201565852,male,Northcoast Research,"('CDW', '2018 q2')",0.0
18738,MSI,2018 q2,4520,0.6239593089153416,"Keith M. Housum, CPA",0.3438610825069856,male,Northcoast Research,"('MSI', '2018 q2')",0.01801819261163473
18739,ZBRA,2018 q2,4520,0.6992800025182329,"Keith M. Housum, CPA",0.5434281214520471,male,Northcoast Research,"('ZBRA', '2018 q2')",0.0
18740,CDW,2018 q2,4520,0.4965592216743486,"Elliott L. Schlang, CFA",0.2544480625747931,male,Great Lakes/Wellington Shields,"('CDW', '2018 q2')",0.0
18741,ZBRA,2018 q2,4520,0.6992800025182329,"Elliott L. Schlang, CFA",0.4781068742428002,male,Great Lakes/Wellington Shields,"('ZBRA', '2018 q2')",0.0
18742,CSCO,2018 q2,4520,0.5673171909441934,SADIF Research,0.9823340818186358,Not a person,Sadif Analytics Prime,"('CSCO', '2018 q2')",0.9685543179512024
18743,FFIV,2018 q2,4520,0.4827660529480614,SADIF Research,0.9896183430436654,Not a person,Sadif Analytics Prime,"('FFIV', '2018 q2')",0.9542334079742432
18744,GLW,2018 q2,4520,0.6710910925443558,SADIF Research,0.9778287716759708,Not a person,Sadif Analytics Prime,"('GLW', '2018 q2')",0.9434607028961182
18745,HPE (1),2018 q2,4520,0.6538650559094734,SADIF Research,0.9961908027360782,Not a person,Sadif Analytics Prime,"('HPE (1)', '2018 q2')",0.9743339419364929
18746,HPQ,2018 q2,4520,0.6194657348146408,SADIF Research,0.9955277902700868,Not a person,Sadif Analytics Prime,"('HPQ', '2018 q2')",0.9710630178451538
18747,KEYS,2018 q2,4520,0.7277516275724136,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KEYS', '2018 q2')",0.977982759475708
18748,WDC,2018 q2,4520,0.6626580489112184,SADIF Research,0.9920104881606536,Not a person,Sadif Analytics Prime,"('WDC', '2018 q2')",0.9778178334236145
18749,CSCO,2018 q2,4520,0.5673171909441934,"Mr. Jason N. Ader, CFA",0.2665066826302765,male,William Blair & Company,"('CSCO', '2018 q2')",0.0
18750,FFIV,2018 q2,4520,0.4827660529480614,"Mr. Jason N. Ader, CFA",0.2312317997672311,male,William Blair & Company,"('FFIV', '2018 q2')",0.0
18751,NTAP,2018 q2,4520,0.3820856624291527,"Mr. Jason N. Ader, CFA",0.2113483155736793,male,William Blair & Company,"('NTAP', '2018 q2')",0.0056032584980130196
18752,CSCO,2018 q2,4520,0.5673171909441934,Mr. Tal Liani,0.1551813254565782,male,BofA Global Research,"('CSCO', '2018 q2')",0.0
18753,FFIV,2018 q2,4520,0.4827660529480614,Mr. Tal Liani,0.2212800481165759,male,BofA Global Research,"('FFIV', '2018 q2')",0.0
18754,JNPR,2018 q2,4520,0.449507951221242,Mr. Tal Liani,0.2874537834884468,male,BofA Global Research,"('JNPR', '2018 q2')",0.0
18755,CSCO,2018 q2,4520,0.5673171909441934,Mr. Andrew J. Nowinski,0.1902067253052654,male,Piper Sandler Companies,"('CSCO', '2018 q2')",0.0
18756,FFIV,2018 q2,4520,0.4827660529480614,Mr. Andrew J. Nowinski,0.2550105924648549,male,Piper Sandler Companies,"('FFIV', '2018 q2')",0.0
18757,NTAP,2018 q2,4520,0.3820856624291527,Mr. Andrew J. Nowinski,0.1093443749019612,male,Piper Sandler Companies,"('NTAP', '2018 q2')",0.0
18758,CSCO,2018 q2,4520,0.5673171909441934,Sami Badri,0.3128596594321023,male,Credit Suisse,"('CSCO', '2018 q2')",0.022421959787607193
18759,FFIV,2018 q2,4520,0.4827660529480614,Mr. Ali Mogharabi,0.5178848732016519,male,"Morningstar, Inc.","('FFIV', '2018 q2')",0.0
18760,JNPR,2018 q2,4520,0.449507951221242,Mr. Ali Mogharabi,0.5959496425568684,male,"Morningstar, Inc.","('JNPR', '2018 q2')",0.0
18761,FFIV,2018 q2,4520,0.4827660529480614,Mr. Matthew G. Hedberg,0.1074215844425213,male,RBC Capital Markets,"('FFIV', '2018 q2')",0.0
18762,FLIR,2018 q2,4520,0.6769846862620303,Mr. Saliq Khan,0.6215892714453868,male,"Imperial Capital, LLC","('FLIR', '2018 q2')",0.03333333507180214
18763,FLIR,2018 q2,4520,0.6769846862620303,Mr. Drew Lipke,0.5812973683446708,male,Stephens Inc.,"('FLIR', '2018 q2')",0.0
18764,FLIR,2018 q2,4520,0.6769846862620303,Michael Ciarmoli,0.4619313161306183,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2018 q2')",0.0
18765,FLIR,2018 q2,4520,0.6769846862620303,Mr. Jonathan F. Ho,0.5992298961526867,male,William Blair & Company,"('FLIR', '2018 q2')",0.0
18766,GLW,2018 q2,4520,0.6710910925443558,Mehdi Hosseini,0.6595638951943941,male,Susquehanna Financial Group LLLP,"('GLW', '2018 q2')",0.0
18767,HPE (1),2018 q2,4520,0.6538650559094734,Mehdi Hosseini,0.665940828163423,male,Susquehanna Financial Group LLLP,"('HPE (1)', '2018 q2')",0.0
18768,WDC,2018 q2,4520,0.6626580489112184,Mehdi Hosseini,0.6285794810913774,male,Susquehanna Financial Group LLLP,"('WDC', '2018 q2')",0.0
18769,GLW,2018 q2,4520,0.6710910925443558,Mr. Joseph E. Wolf,0.3509805104492456,male,Barclays,"('GLW', '2018 q2')",0.0
18770,KEYS,2018 q2,4520,0.7277516275724136,Mr. Joseph E. Wolf,0.4971906988121301,male,Barclays,"('KEYS', '2018 q2')",0.010344143025577068
18771,HPE (1),2018 q2,4520,0.6538650559094734,Mr. Andrew Lange,0.8831729908889498,male,"Morningstar, Inc.","('HPE (1)', '2018 q2')",0.0
18772,NTAP,2018 q2,4520,0.3820856624291527,Mr. Andrew Lange,0.4094699358759379,male,"Morningstar, Inc.","('NTAP', '2018 q2')",0.0
18773,HPE (1),2018 q2,4520,0.6538650559094734,George M. Iwanyc,0.2685662699694005,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2018 q2')",0.0
18774,NTAP,2018 q2,4520,0.3820856624291527,George M. Iwanyc,0.0570116764642646,male,"Oppenheimer & Co., Inc.","('NTAP', '2018 q2')",0.0
18775,HPE (1),2018 q2,4520,0.6538650559094734,Lou Miscioscia,0.3297653023955957,male,Pivotal Research Group,"('HPE (1)', '2018 q2')",0.0
18776,NTAP,2018 q2,4520,0.3820856624291527,Lou Miscioscia,0.0915973260087291,male,Pivotal Research Group,"('NTAP', '2018 q2')",0.0
18777,HPQ,2018 q2,4520,0.6194657348146408,Mr. David Ryzhik,0.6410973211150108,male,Susquehanna Financial Group LLLP,"('HPQ', '2018 q2')",0.0
18778,IPGP,2018 q2,4520,0.6359822947575364,Mr. Thomas Hayes,0.4304057682605962,male,Northcoast Research,"('IPGP', '2018 q2')",0.0
18779,IPGP,2018 q2,4520,0.6359822947575364,Mr. Bobby J. Burleson,0.7820363813554341,male,Canaccord Genuity,"('IPGP', '2018 q2')",0.0
18780,IPGP,2018 q2,4520,0.6359822947575364,Mr. Mark Miller,0.600140430684092,male,The Benchmark Company LLC,"('IPGP', '2018 q2')",0.0
18781,WDC,2018 q2,4520,0.6626580489112184,Mr. Mark Miller,0.3372145648643421,male,The Benchmark Company LLC,"('WDC', '2018 q2')",0.0
18782,JNPR,2018 q2,4520,0.449507951221242,Mr. Dmitry G. Netis,0.2643778318015269,male,William Blair & Company,"('JNPR', '2018 q2')",0.0
18783,KEYS,2018 q2,4520,0.7277516275724136,Mr. Farhan Ahmad,0.594144937913781,male,Credit Suisse,"('KEYS', '2018 q2')",0.011528688482940197
18784,MSI,2018 q2,4520,0.6239593089153416,William Fitzsimmons,0.5913620249569532,male,"Morningstar, Inc.","('MSI', '2018 q2')",0.0
18785,MSI,2018 q2,4520,0.6239593089153416,Mr. Chaim Siegel,0.6888939767817521,male,Elazar Advisors,"('MSI', '2018 q2')",0.1504601389169693
18786,NTAP,2018 q2,4520,0.3820856624291527,Mr. Ed A. Parker,0.1225284371005906,male,BTIG,"('NTAP', '2018 q2')",0.0
18787,NTAP,2018 q2,4520,0.3820856624291527,Eric Martinuzzi,0.1397791901259816,male,Lake Street Capital Markets,"('NTAP', '2018 q2')",0.0
18788,NTAP,2018 q2,4520,0.3820856624291527,Mr. Srini Nandury,0.1254371668908764,male,Summit Insights Group,"('NTAP', '2018 q2')",0.06484014540910721
18789,TEL,2018 q2,4520,0.5388515073153892,Christopher D. Glynn,0.2660551314876713,male,"Oppenheimer & Co., Inc.","('TEL', '2018 q2')",0.0
18790,TEL,2018 q2,4520,0.5388515073153892,"Ari Wald, CFA",0.4321263427366396,male,"Oppenheimer & Co., Inc.","('TEL', '2018 q2')",0.0
18791,WDC,2018 q2,4520,0.6626580489112184,Christian D. Schwab,0.4645588238706248,male,Craig Hallum,"('WDC', '2018 q2')",0.07472173124551773
18792,WDC,2018 q2,4520,0.6626580489112184,Mr. Christopher A. Jacobson,0.9372490719211616,male,Susquehanna Financial Group LLLP,"('WDC', '2018 q2')",0.0
18793,AAPL,2018 q3,4520,0.5495662313328014,Robert G. Cihra,0.1480855970181346,male,Guggenheim Securities LLC,"('AAPL', '2018 q3')",0.0
18794,GLW,2018 q3,4520,0.6030934784364557,Robert G. Cihra,0.2366190909388551,male,Guggenheim Securities LLC,"('GLW', '2018 q3')",0.0
18795,HPQ,2018 q3,4520,0.725900108733538,Robert G. Cihra,0.3040069214628638,male,Guggenheim Securities LLC,"('HPQ', '2018 q3')",0.0
18796,NTAP,2018 q3,4520,0.4422399177702386,Robert G. Cihra,0.2762995795297165,male,Guggenheim Securities LLC,"('NTAP', '2018 q3')",0.0
18797,STX,2018 q3,4520,0.3611417740685833,Robert G. Cihra,0.2368005628604971,male,Guggenheim Securities LLC,"('STX', '2018 q3')",0.0
18798,WDC,2018 q3,4520,0.4441507220584733,Robert G. Cihra,0.0949218745711391,male,Guggenheim Securities LLC,"('WDC', '2018 q3')",0.0
18799,AAPL,2018 q3,4520,0.5495662313328014,Mr. Abhinav Davuluri,0.453874484048571,male,"Morningstar, Inc.","('AAPL', '2018 q3')",0.011111111690600714
18800,WDC,2018 q3,4520,0.4441507220584733,Mr. Abhinav Davuluri,0.6406022810143963,male,"Morningstar, Inc.","('WDC', '2018 q3')",0.0
18801,AAPL,2018 q3,4520,0.5495662313328014,Sherri Scribner,0.2929443256268622,female,Deutsche Bank,"('AAPL', '2018 q3')",0.0
18802,APH,2018 q3,4520,0.6662811783554153,Sherri Scribner,0.4136079819766062,female,Deutsche Bank,"('APH', '2018 q3')",0.0
18803,CDW,2018 q3,4520,0.4178942501272071,Sherri Scribner,0.2646378589764224,female,Deutsche Bank,"('CDW', '2018 q3')",0.01217061560600996
18804,HPE (1),2018 q3,4520,0.7192195525524957,Sherri Scribner,0.3636688771238157,female,Deutsche Bank,"('HPE (1)', '2018 q3')",0.0
18805,HPQ,2018 q3,4520,0.725900108733538,Sherri Scribner,0.3296079458687266,female,Deutsche Bank,"('HPQ', '2018 q3')",0.0
18806,NTAP,2018 q3,4520,0.4422399177702386,Sherri Scribner,0.1778630074038632,female,Deutsche Bank,"('NTAP', '2018 q3')",0.0
18807,TEL,2018 q3,4520,0.5937599393454648,Sherri Scribner,0.2470555581253727,female,Deutsche Bank,"('TEL', '2018 q3')",0.0
18808,WDC,2018 q3,4520,0.4441507220584733,Sherri Scribner,0.1484558599830734,female,Deutsche Bank,"('WDC', '2018 q3')",0.0
18809,AAPL,2018 q3,4520,0.5495662313328014,SADIF Research,0.9657898208269208,Not a person,Sadif Analytics Prime,"('AAPL', '2018 q3')",0.9465831518173218
18810,CSCO,2018 q3,4520,0.5244896061083821,SADIF Research,0.9771359784053988,Not a person,Sadif Analytics Prime,"('CSCO', '2018 q3')",0.9688980579376221
18811,FFIV,2018 q3,4520,0.5181426085302018,SADIF Research,0.9735558049306756,Not a person,Sadif Analytics Prime,"('FFIV', '2018 q3')",0.9496888518333435
18812,HPE (1),2018 q3,4520,0.7192195525524957,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HPE (1)', '2018 q3')",0.9699896574020386
18813,HPQ,2018 q3,4520,0.725900108733538,SADIF Research,0.9750116989215244,Not a person,Sadif Analytics Prime,"('HPQ', '2018 q3')",0.9710217714309692
18814,TEL,2018 q3,4520,0.5937599393454648,SADIF Research,0.999639806206554,Not a person,Sadif Analytics Prime,"('TEL', '2018 q3')",0.9182913303375244
18815,ZBRA,2018 q3,4520,0.7294299666648563,SADIF Research,0.9930730645961968,Not a person,Sadif Analytics Prime,"('ZBRA', '2018 q3')",0.9735817313194275
18816,AAPL,2018 q3,4520,0.5495662313328014,Mr. Nehal S. Chokshi,0.3788020265341491,male,Maxim Group,"('AAPL', '2018 q3')",0.0
18817,HPQ,2018 q3,4520,0.725900108733538,Mr. Nehal S. Chokshi,0.3888926931741494,male,Maxim Group,"('HPQ', '2018 q3')",0.01962151937186718
18818,NTAP,2018 q3,4520,0.4422399177702386,Mr. Nehal S. Chokshi,0.2149678523624211,male,Maxim Group,"('NTAP', '2018 q3')",0.0
18819,STX,2018 q3,4520,0.3611417740685833,Mr. Nehal S. Chokshi,0.2714286784202429,male,Maxim Group,"('STX', '2018 q3')",0.0
18820,WDC,2018 q3,4520,0.4441507220584733,Mr. Nehal S. Chokshi,0.1438138943963441,male,Maxim Group,"('WDC', '2018 q3')",0.0
18821,AAPL,2018 q3,4520,0.5495662313328014,Wamsi Mohan,0.2791209433432742,male,BofA Global Research,"('AAPL', '2018 q3')",0.006084784120321274
18822,APH,2018 q3,4520,0.6662811783554153,Wamsi Mohan,0.4671475551695508,male,BofA Global Research,"('APH', '2018 q3')",0.0
18823,GLW,2018 q3,4520,0.6030934784364557,Wamsi Mohan,0.4109711493329485,male,BofA Global Research,"('GLW', '2018 q3')",0.0
18824,HPE (1),2018 q3,4520,0.7192195525524957,Wamsi Mohan,0.4884568677402215,male,BofA Global Research,"('HPE (1)', '2018 q3')",0.0
18825,HPQ,2018 q3,4520,0.725900108733538,Wamsi Mohan,0.3763123081828423,male,BofA Global Research,"('HPQ', '2018 q3')",0.0
18826,NTAP,2018 q3,4520,0.4422399177702386,Wamsi Mohan,0.3348847509944243,male,BofA Global Research,"('NTAP', '2018 q3')",0.0202251635491848
18827,TEL,2018 q3,4520,0.5937599393454648,Wamsi Mohan,0.3393156149686939,male,BofA Global Research,"('TEL', '2018 q3')",0.0
18828,WDC,2018 q3,4520,0.4441507220584733,Wamsi Mohan,0.2727438766678892,male,BofA Global Research,"('WDC', '2018 q3')",0.0
18829,AAPL,2018 q3,4520,0.5495662313328014,"Ms. Angelo Zino, CFA",0.6031266102674093,female,CFRA Equity Research,"('AAPL', '2018 q3')",0.0
18830,HPE (1),2018 q3,4520,0.7192195525524957,"Ms. Angelo Zino, CFA",0.7258050578340508,female,CFRA Equity Research,"('HPE (1)', '2018 q3')",0.0
18831,HPQ,2018 q3,4520,0.725900108733538,"Ms. Angelo Zino, CFA",0.6416054427753622,female,CFRA Equity Research,"('HPQ', '2018 q3')",0.0
18832,NTAP,2018 q3,4520,0.4422399177702386,"Ms. Angelo Zino, CFA",0.7580214617873104,female,CFRA Equity Research,"('NTAP', '2018 q3')",0.0
18833,WDC,2018 q3,4520,0.4441507220584733,"Ms. Angelo Zino, CFA",0.6879461844698984,female,CFRA Equity Research,"('WDC', '2018 q3')",0.0
18834,AAPL,2018 q3,4520,0.5495662313328014,Ms. Katy L. Huberty,0.3748174821573473,female,Morgan Stanley,"('AAPL', '2018 q3')",0.0
18835,CDW,2018 q3,4520,0.4178942501272071,Ms. Katy L. Huberty,0.2141134755268686,female,Morgan Stanley,"('CDW', '2018 q3')",0.0
18836,HPE (1),2018 q3,4520,0.7192195525524957,Ms. Katy L. Huberty,0.3098111801023142,female,Morgan Stanley,"('HPE (1)', '2018 q3')",0.0
18837,HPQ,2018 q3,4520,0.725900108733538,Ms. Katy L. Huberty,0.4523502096125449,female,Morgan Stanley,"('HPQ', '2018 q3')",0.0
18838,NTAP,2018 q3,4520,0.4422399177702386,Ms. Katy L. Huberty,0.1735922638934236,female,Morgan Stanley,"('NTAP', '2018 q3')",0.0
18839,STX,2018 q3,4520,0.3611417740685833,Ms. Katy L. Huberty,0.3373274378631358,female,Morgan Stanley,"('STX', '2018 q3')",0.0
18840,AAPL,2018 q3,4520,0.5495662313328014,Mr. Krishna BS,0.5681601472552367,male,Crispidea,"('AAPL', '2018 q3')",0.01578189618885517
18841,CSCO,2018 q3,4520,0.5244896061083821,Mr. Krishna BS,0.3429025678307993,male,Crispidea,"('CSCO', '2018 q3')",0.0
18842,HPE (1),2018 q3,4520,0.7192195525524957,Mr. Krishna BS,0.5447272709107788,male,Crispidea,"('HPE (1)', '2018 q3')",0.0
18843,HPQ,2018 q3,4520,0.725900108733538,Mr. Krishna BS,0.6481203357096027,male,Crispidea,"('HPQ', '2018 q3')",0.03333333507180214
18844,AAPL,2018 q3,4520,0.5495662313328014,"Mr. Amit J. Daryanani, CFA",0.2104674092946416,male,RBC Capital Markets,"('AAPL', '2018 q3')",0.005371631123125553
18845,APH,2018 q3,4520,0.6662811783554153,"Mr. Amit J. Daryanani, CFA",0.3809346260505296,male,RBC Capital Markets,"('APH', '2018 q3')",0.0
18846,CDW,2018 q3,4520,0.4178942501272071,"Mr. Amit J. Daryanani, CFA",0.2115977376575773,male,RBC Capital Markets,"('CDW', '2018 q3')",0.014804575592279434
18847,TEL,2018 q3,4520,0.5937599393454648,"Mr. Amit J. Daryanani, CFA",0.1784666511006265,male,RBC Capital Markets,"('TEL', '2018 q3')",0.0
18848,WDC,2018 q3,4520,0.4441507220584733,"Mr. Amit J. Daryanani, CFA",0.123732665484926,male,RBC Capital Markets,"('WDC', '2018 q3')",0.0
18849,AAPL,2018 q3,4520,0.5495662313328014,Mr. Achal Sultania,0.5159912498769408,male,Credit Suisse,"('AAPL', '2018 q3')",0.0260272528976202
18850,AAPL,2018 q3,4520,0.5495662313328014,Michael J. Olson,0.1978641734615556,male,Piper Sandler Companies,"('AAPL', '2018 q3')",0.0
18851,AAPL,2018 q3,4520,0.5495662313328014,"T. Michael T. Walkley, CPA",0.1722838898818674,male,Canaccord Genuity,"('AAPL', '2018 q3')",0.0
18852,AAPL,2018 q3,4520,0.5495662313328014,"Shebly Seyrafi, CFA",0.3069827383859965,male,FBN Securities,"('AAPL', '2018 q3')",0.0
18853,ANET,2018 q3,4520,0.5855113700948342,"Shebly Seyrafi, CFA",0.5625631593962906,male,FBN Securities,"('ANET', '2018 q3')",0.03333333507180214
18854,CSCO,2018 q3,4520,0.5244896061083821,"Shebly Seyrafi, CFA",0.6308154220446567,male,FBN Securities,"('CSCO', '2018 q3')",0.03333333507180214
18855,NTAP,2018 q3,4520,0.4422399177702386,"Shebly Seyrafi, CFA",0.2548056086663887,male,FBN Securities,"('NTAP', '2018 q3')",0.0
18856,WDC,2018 q3,4520,0.4441507220584733,"Shebly Seyrafi, CFA",0.3505474636780734,male,FBN Securities,"('WDC', '2018 q3')",0.0
18857,AAPL,2018 q3,4520,0.5495662313328014,Walter Piecyk,0.2294406427631006,male,BTIG,"('AAPL', '2018 q3')",0.0
18858,ANET,2018 q3,4520,0.5855113700948342,Credit Suisse Global Product Marketing,0.5863960461782893,Not a person,Credit Suisse,"('ANET', '2018 q3')",0.0
18859,ANET,2018 q3,4520,0.5855113700948342,Mr. Josep Bori,0.3078667072802381,male,Berenberg,"('ANET', '2018 q3')",0.005511650815606117
18860,CSCO,2018 q3,4520,0.5244896061083821,Mr. Josep Bori,0.2784103559635288,male,Berenberg,"('CSCO', '2018 q3')",0.0
18861,HPE (1),2018 q3,4520,0.7192195525524957,Mr. Josep Bori,0.4891441052118253,male,Berenberg,"('HPE (1)', '2018 q3')",0.0
18862,JNPR,2018 q3,4520,0.4860836780833998,Mr. Josep Bori,0.3594509960553936,male,Berenberg,"('JNPR', '2018 q3')",0.0
18863,ANET,2018 q3,4520,0.5855113700948342,Mr. Andrew J. Nowinski,0.2447277739997938,male,Piper Sandler Companies,"('ANET', '2018 q3')",0.04503555782139301
18864,CSCO,2018 q3,4520,0.5244896061083821,Mr. Andrew J. Nowinski,0.1903951534438945,male,Piper Sandler Companies,"('CSCO', '2018 q3')",0.023657120764255524
18865,FFIV,2018 q3,4520,0.5181426085302018,Mr. Andrew J. Nowinski,0.2652489390443869,male,Piper Sandler Companies,"('FFIV', '2018 q3')",0.0
18866,JNPR,2018 q3,4520,0.4860836780833998,Mr. Andrew J. Nowinski,0.2428756460002354,male,Piper Sandler Companies,"('JNPR', '2018 q3')",0.0
18867,NTAP,2018 q3,4520,0.4422399177702386,Mr. Andrew J. Nowinski,0.2655771317529327,male,Piper Sandler Companies,"('NTAP', '2018 q3')",0.0
18868,ANET,2018 q3,4520,0.5855113700948342,Mr. Michael E. Genovese,0.5625631593962908,male,MKM Partners,"('ANET', '2018 q3')",0.03333333507180214
18869,CSCO,2018 q3,4520,0.5244896061083821,Mr. Michael E. Genovese,0.2427939616780038,male,MKM Partners,"('CSCO', '2018 q3')",0.0
18870,FFIV,2018 q3,4520,0.5181426085302018,Mr. Michael E. Genovese,0.1774890851644714,male,MKM Partners,"('FFIV', '2018 q3')",0.028020795434713364
18871,JNPR,2018 q3,4520,0.4860836780833998,Mr. Michael E. Genovese,0.201129131766018,male,MKM Partners,"('JNPR', '2018 q3')",0.0
18872,MSI,2018 q3,4520,0.5824954615270868,Mr. Michael E. Genovese,0.3064618250376348,male,MKM Partners,"('MSI', '2018 q3')",0.016116175800561905
18873,ANET,2018 q3,4520,0.5855113700948342,Mark Cash,0.3964486942042212,male,"Morningstar, Inc.","('ANET', '2018 q3')",0.0
18874,CSCO,2018 q3,4520,0.5244896061083821,Mark Cash,0.3189620683865851,male,"Morningstar, Inc.","('CSCO', '2018 q3')",0.0
18875,HPQ,2018 q3,4520,0.725900108733538,Mark Cash,0.6198566214883289,male,"Morningstar, Inc.","('HPQ', '2018 q3')",0.0
18876,ANET,2018 q3,4520,0.5855113700948342,Mr. Paul J. Silverstein,0.2684182117782332,male,Cowen and Company,"('ANET', '2018 q3')",0.0
18877,CSCO,2018 q3,4520,0.5244896061083821,Mr. Paul J. Silverstein,0.2309263245668813,male,Cowen and Company,"('CSCO', '2018 q3')",0.0
18878,FFIV,2018 q3,4520,0.5181426085302018,Mr. Paul J. Silverstein,0.1553149689454591,male,Cowen and Company,"('FFIV', '2018 q3')",0.0
18879,JNPR,2018 q3,4520,0.4860836780833998,Mr. Paul J. Silverstein,0.1325168122430724,male,Cowen and Company,"('JNPR', '2018 q3')",0.0
18880,MSI,2018 q3,4520,0.5824954615270868,Mr. Paul J. Silverstein,0.2601358688069988,male,Cowen and Company,"('MSI', '2018 q3')",0.03947595879435539
18881,ANET,2018 q3,4520,0.5855113700948342,Mr. James E. Faucette,0.2008062958034448,male,Morgan Stanley,"('ANET', '2018 q3')",0.0
18882,CSCO,2018 q3,4520,0.5244896061083821,Mr. James E. Faucette,0.1502425709878982,male,Morgan Stanley,"('CSCO', '2018 q3')",0.0
18883,FFIV,2018 q3,4520,0.5181426085302018,Mr. James E. Faucette,0.2389569189482482,male,Morgan Stanley,"('FFIV', '2018 q3')",0.0
18884,JNPR,2018 q3,4520,0.4860836780833998,Mr. James E. Faucette,0.2970983226524367,male,Morgan Stanley,"('JNPR', '2018 q3')",0.0
18885,ZBRA,2018 q3,4520,0.7294299666648563,Mr. James E. Faucette,0.6359891768833527,male,Morgan Stanley,"('ZBRA', '2018 q3')",0.0
18886,ANET,2018 q3,4520,0.5855113700948342,Mr. Chaim Siegel,0.674421974318895,male,Elazar Advisors,"('ANET', '2018 q3')",0.13782218098640442
18887,ANET,2018 q3,4520,0.5855113700948342,Sami Badri,0.6570626279315561,male,Credit Suisse,"('ANET', '2018 q3')",0.012581078335642815
18888,CSCO,2018 q3,4520,0.5244896061083821,Sami Badri,0.4870217760155127,male,Credit Suisse,"('CSCO', '2018 q3')",0.0
18889,MSI,2018 q3,4520,0.5824954615270868,Sami Badri,0.5335277119936109,male,Credit Suisse,"('MSI', '2018 q3')",0.0
18890,ANET,2018 q3,4520,0.5855113700948342,Mr. Ittai Kidron,0.2218859711315628,male,"Oppenheimer & Co., Inc.","('ANET', '2018 q3')",0.0
18891,CSCO,2018 q3,4520,0.5244896061083821,Mr. Ittai Kidron,0.1383110503018961,male,"Oppenheimer & Co., Inc.","('CSCO', '2018 q3')",0.0
18892,FFIV,2018 q3,4520,0.5181426085302018,Mr. Ittai Kidron,0.1557347848609005,male,"Oppenheimer & Co., Inc.","('FFIV', '2018 q3')",0.0
18893,JNPR,2018 q3,4520,0.4860836780833998,Mr. Ittai Kidron,0.1510379111024753,male,"Oppenheimer & Co., Inc.","('JNPR', '2018 q3')",0.03955426812171936
18894,ANET,2018 q3,4520,0.5855113700948342,Mr. Mitch T. Steves,0.1780409863485511,male,RBC Capital Markets,"('ANET', '2018 q3')",0.029172631911933422
18895,JNPR,2018 q3,4520,0.4860836780833998,Mr. Mitch T. Steves,0.6962549410176374,male,RBC Capital Markets,"('JNPR', '2018 q3')",0.03333333507180214
18896,ANET,2018 q3,4520,0.5855113700948342,Mr. Keith Snyder,0.6186396592599045,male,CFRA Equity Research,"('ANET', '2018 q3')",0.0
18897,APH,2018 q3,4520,0.6662811783554153,Mr. Keith Snyder,0.7943378429414505,male,CFRA Equity Research,"('APH', '2018 q3')",0.0
18898,CSCO,2018 q3,4520,0.5244896061083821,Mr. Keith Snyder,0.5415397167276909,male,CFRA Equity Research,"('CSCO', '2018 q3')",0.0
18899,FFIV,2018 q3,4520,0.5181426085302018,Mr. Keith Snyder,0.5939689913891275,male,CFRA Equity Research,"('FFIV', '2018 q3')",0.0
18900,GLW,2018 q3,4520,0.6030934784364557,Mr. Keith Snyder,0.7402034713093044,male,CFRA Equity Research,"('GLW', '2018 q3')",0.0
18901,JNPR,2018 q3,4520,0.4860836780833998,Mr. Keith Snyder,0.6019302578378961,male,CFRA Equity Research,"('JNPR', '2018 q3')",0.0
18902,MSI,2018 q3,4520,0.5824954615270868,Mr. Keith Snyder,0.6630403190116738,male,CFRA Equity Research,"('MSI', '2018 q3')",0.016610385850071907
18903,APH,2018 q3,4520,0.6662811783554153,Mr. Seth Sherwood,0.6486975775113353,male,"Morningstar, Inc.","('APH', '2018 q3')",0.0
18904,GLW,2018 q3,4520,0.6030934784364557,Mr. Seth Sherwood,0.5779260338797045,male,"Morningstar, Inc.","('GLW', '2018 q3')",0.0
18905,TEL,2018 q3,4520,0.5937599393454648,Mr. Seth Sherwood,0.7686428395429599,male,"Morningstar, Inc.","('TEL', '2018 q3')",0.0
18906,APH,2018 q3,4520,0.6662811783554153,Craig M. Hettenbach,0.4025338948626727,male,Morgan Stanley,"('APH', '2018 q3')",0.0
18907,TEL,2018 q3,4520,0.5937599393454648,Craig M. Hettenbach,0.285098170569019,male,Morgan Stanley,"('TEL', '2018 q3')",0.0
18908,APH,2018 q3,4520,0.6662811783554153,"Mr. Richard M. Kwas, CFA",0.3046554287188674,male,"Wells Fargo Securities, LLC","('APH', '2018 q3')",0.0
18909,TEL,2018 q3,4520,0.5937599393454648,"Mr. Richard M. Kwas, CFA",0.3043881980444403,male,"Wells Fargo Securities, LLC","('TEL', '2018 q3')",0.0
18910,APH,2018 q3,4520,0.6662811783554153,Brian Colello,0.6171671373834451,male,"Morningstar, Inc.","('APH', '2018 q3')",0.0
18911,APH,2018 q3,4520,0.6662811783554153,Mr. Joseph C. Giordano,0.7513473243492514,male,Cowen and Company,"('APH', '2018 q3')",0.0
18912,CDW,2018 q3,4520,0.4178942501272071,"Elliott L. Schlang, CFA",0.1697801182306662,male,Great Lakes/Wellington Shields,"('CDW', '2018 q3')",0.0
18913,ZBRA,2018 q3,4520,0.7294299666648563,"Elliott L. Schlang, CFA",0.4437609361316918,male,Great Lakes/Wellington Shields,"('ZBRA', '2018 q3')",0.023486360907554626
18914,CDW,2018 q3,4520,0.4178942501272071,David Holt,0.8403072032197112,male,CFRA Equity Research,"('CDW', '2018 q3')",0.0
18915,FLIR,2018 q3,4520,0.7090283426755308,David Holt,0.798936331644171,male,CFRA Equity Research,"('FLIR', '2018 q3')",0.0
18916,TEL,2018 q3,4520,0.5937599393454648,David Holt,0.7351301856263328,male,CFRA Equity Research,"('TEL', '2018 q3')",0.0
18917,ZBRA,2018 q3,4520,0.7294299666648563,David Holt,0.7597287797883321,male,CFRA Equity Research,"('ZBRA', '2018 q3')",0.0
18918,CDW,2018 q3,4520,0.4178942501272071,"Keith M. Housum, CPA",0.283340387075222,male,Northcoast Research,"('CDW', '2018 q3')",0.0
18919,MSI,2018 q3,4520,0.5824954615270868,"Keith M. Housum, CPA",0.3017963960334343,male,Northcoast Research,"('MSI', '2018 q3')",0.0
18920,ZBRA,2018 q3,4520,0.7294299666648563,"Keith M. Housum, CPA",0.5114572111310138,male,Northcoast Research,"('ZBRA', '2018 q3')",0.011217807652428746
18921,CSCO,2018 q3,4520,0.5244896061083821,"Mr. Jason N. Ader, CFA",0.1371749945587126,male,William Blair & Company,"('CSCO', '2018 q3')",0.0
18922,NTAP,2018 q3,4520,0.4422399177702386,"Mr. Jason N. Ader, CFA",0.211536655097232,male,William Blair & Company,"('NTAP', '2018 q3')",0.0
18923,CSCO,2018 q3,4520,0.5244896061083821,Mr. Vijay Bhagavath,0.1839061230092791,male,Deutsche Bank,"('CSCO', '2018 q3')",0.0
18924,FFIV,2018 q3,4520,0.5181426085302018,Mr. Vijay Bhagavath,0.3236892842387346,male,Deutsche Bank,"('FFIV', '2018 q3')",0.0
18925,GLW,2018 q3,4520,0.6030934784364557,Mr. Vijay Bhagavath,0.470465994434671,male,Deutsche Bank,"('GLW', '2018 q3')",0.0
18926,JNPR,2018 q3,4520,0.4860836780833998,Mr. Vijay Bhagavath,0.2635519916604912,male,Deutsche Bank,"('JNPR', '2018 q3')",0.0
18927,KEYS,2018 q3,4520,0.3356800700740667,Mr. Vijay Bhagavath,0.3761482862152013,male,Deutsche Bank,"('KEYS', '2018 q3')",0.02750987373292446
18928,CSCO,2018 q3,4520,0.5244896061083821,Mr. George C. Notter,0.6308154220446566,male,Jefferies,"('CSCO', '2018 q3')",0.03333333507180214
18929,FFIV,2018 q3,4520,0.5181426085302018,Mr. George C. Notter,0.7163301134845447,male,Jefferies,"('FFIV', '2018 q3')",0.03333333507180214
18930,GLW,2018 q3,4520,0.6030934784364557,Mr. George C. Notter,0.2892042206004296,male,Jefferies,"('GLW', '2018 q3')",0.0
18931,MSI,2018 q3,4520,0.5824954615270868,Mr. George C. Notter,0.6957296152724444,male,Jefferies,"('MSI', '2018 q3')",0.03333333507180214
18932,CSCO,2018 q3,4520,0.5244896061083821,Mr. Tal Liani,0.1809865248620406,male,BofA Global Research,"('CSCO', '2018 q3')",0.0
18933,JNPR,2018 q3,4520,0.4860836780833998,Mr. Tal Liani,0.312070916756857,male,BofA Global Research,"('JNPR', '2018 q3')",0.0
18934,FFIV,2018 q3,4520,0.5181426085302018,Mr. Matthew G. Hedberg,0.1539994906150175,male,RBC Capital Markets,"('FFIV', '2018 q3')",0.0
18935,FLIR,2018 q3,4520,0.7090283426755308,Michael Ciarmoli,0.5600713446905308,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2018 q3')",0.0
18936,FLIR,2018 q3,4520,0.7090283426755308,Mr. Saliq Khan,0.6674114135683011,male,"Imperial Capital, LLC","('FLIR', '2018 q3')",0.03333333507180214
18937,ZBRA,2018 q3,4520,0.7294299666648563,Mr. Saliq Khan,0.5096834060026124,male,"Imperial Capital, LLC","('ZBRA', '2018 q3')",0.01666666753590107
18938,FLIR,2018 q3,4520,0.7090283426755308,Mr. Drew Lipke,0.6157430804889962,male,Stephens Inc.,"('FLIR', '2018 q3')",0.0
18939,GLW,2018 q3,4520,0.6030934784364557,Mr. Ali Mogharabi,0.5395357566834852,male,"Morningstar, Inc.","('GLW', '2018 q3')",0.0
18940,JNPR,2018 q3,4520,0.4860836780833998,Mr. Ali Mogharabi,0.560928894143193,male,"Morningstar, Inc.","('JNPR', '2018 q3')",0.0
18941,GLW,2018 q3,4520,0.6030934784364557,Mr. Joseph E. Wolf,0.3737613319926305,male,Barclays,"('GLW', '2018 q3')",0.011292699724435806
18942,KEYS,2018 q3,4520,0.3356800700740667,Mr. Joseph E. Wolf,0.2732310763541962,male,Barclays,"('KEYS', '2018 q3')",0.0
18943,GLW,2018 q3,4520,0.6030934784364557,Mehdi Hosseini,0.5768770800836037,male,Susquehanna Financial Group LLLP,"('GLW', '2018 q3')",0.0
18944,HPE (1),2018 q3,4520,0.7192195525524957,Mehdi Hosseini,0.7756341638647222,male,Susquehanna Financial Group LLLP,"('HPE (1)', '2018 q3')",0.0
18945,STX,2018 q3,4520,0.3611417740685833,Mehdi Hosseini,0.4269301290105964,male,Susquehanna Financial Group LLLP,"('STX', '2018 q3')",0.0
18946,HPE (1),2018 q3,4520,0.7192195525524957,Mr. Andrew Lange,0.7100599655755498,male,"Morningstar, Inc.","('HPE (1)', '2018 q3')",0.0
18947,NTAP,2018 q3,4520,0.4422399177702386,Mr. Andrew Lange,0.7507638424454386,male,"Morningstar, Inc.","('NTAP', '2018 q3')",0.0
18948,HPE (1),2018 q3,4520,0.7192195525524957,George M. Iwanyc,0.38255148699769,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2018 q3')",0.0
18949,HPQ,2018 q3,4520,0.725900108733538,Acquisdata Research Team,0.852980722004678,Not a person,Acquisdata,"('HPQ', '2018 q3')",0.0
18950,HPQ,2018 q3,4520,0.725900108733538,Mr. David Ryzhik,0.7721509020320211,male,Susquehanna Financial Group LLLP,"('HPQ', '2018 q3')",0.0
18951,IPGP,2018 q3,4520,0.3555066407775421,Mr. Bobby J. Burleson,0.4384989769994238,male,Canaccord Genuity,"('IPGP', '2018 q3')",0.0
18952,IPGP,2018 q3,4520,0.3555066407775421,Mr. Thomas Hayes,0.3804991450736519,male,Northcoast Research,"('IPGP', '2018 q3')",0.0
18953,IPGP,2018 q3,4520,0.3555066407775421,Mr. Mark Miller,0.1708956912063225,male,The Benchmark Company LLC,"('IPGP', '2018 q3')",0.0
18954,WDC,2018 q3,4520,0.4441507220584733,Mr. Mark Miller,0.1437187297158252,male,The Benchmark Company LLC,"('WDC', '2018 q3')",0.0
18955,JNPR,2018 q3,4520,0.4860836780833998,Mr. Dmitry G. Netis,0.2547061064639961,male,William Blair & Company,"('JNPR', '2018 q3')",0.0
18956,KEYS,2018 q3,4520,0.3356800700740667,Mr. John W. Pitzer,0.2922357082344667,male,Credit Suisse,"('KEYS', '2018 q3')",0.0
18957,MSI,2018 q3,4520,0.5824954615270868,William Fitzsimmons,0.5505627756439169,male,"Morningstar, Inc.","('MSI', '2018 q3')",0.0
18958,NTAP,2018 q3,4520,0.4422399177702386,Mr. Srini Nandury,0.1120263795046842,male,Summit Insights Group,"('NTAP', '2018 q3')",0.04721885919570923
18959,NTAP,2018 q3,4520,0.4422399177702386,Eric Martinuzzi,0.0877088571381495,male,Lake Street Capital Markets,"('NTAP', '2018 q3')",0.0
18960,TEL,2018 q3,4520,0.5937599393454648,Christopher D. Glynn,0.2339647538232176,male,"Oppenheimer & Co., Inc.","('TEL', '2018 q3')",0.0
18961,WDC,2018 q3,4520,0.4441507220584733,Mr. C.J. Muse,0.1438199755479824,male,EVERCORE ISI,"('WDC', '2018 q3')",0.005633939988911152
18962,WDC,2018 q3,4520,0.4441507220584733,Mr. Christopher A. Jacobson,0.3357543072643367,male,Susquehanna Financial Group LLLP,"('WDC', '2018 q3')",0.036167412996292114
18963,WDC,2018 q3,4520,0.4441507220584733,Christian D. Schwab,0.4119255610146201,male,Craig Hallum,"('WDC', '2018 q3')",0.0
18964,WDC,2018 q3,4520,0.4441507220584733,Mr. Ed A. Parker,0.4000319231231326,male,BTIG,"('WDC', '2018 q3')",0.0
18965,AAPL,2018 q4,4520,0.5159001830187372,Michael J. Olson,0.2534340985257937,male,Piper Sandler Companies,"('AAPL', '2018 q4')",0.0
18966,AAPL,2018 q4,4520,0.5159001830187372,Mr. Abhinav Davuluri,0.4735013404296758,male,"Morningstar, Inc.","('AAPL', '2018 q4')",0.0
18967,WDC,2018 q4,4520,0.5313118146545338,Mr. Abhinav Davuluri,0.5095039953413405,male,"Morningstar, Inc.","('WDC', '2018 q4')",0.0
18968,AAPL,2018 q4,4520,0.5159001830187372,Mr. Erwan Rambourg,0.5531418038664355,male,HSBC,"('AAPL', '2018 q4')",0.03333333507180214
18969,AAPL,2018 q4,4520,0.5159001830187372,"T. Michael T. Walkley, CPA",0.2203470355319267,male,Canaccord Genuity,"('AAPL', '2018 q4')",0.007615363225340843
18970,AAPL,2018 q4,4520,0.5159001830187372,Wamsi Mohan,0.13926915665059,male,BofA Global Research,"('AAPL', '2018 q4')",0.002774098888039589
18971,APH,2018 q4,4520,0.715701036193076,Wamsi Mohan,0.7289530544301878,male,BofA Global Research,"('APH', '2018 q4')",0.0
18972,GLW,2018 q4,4520,0.7357340327552561,Wamsi Mohan,0.4475073693434984,male,BofA Global Research,"('GLW', '2018 q4')",0.018616491928696632
18973,HPE (1),2018 q4,4520,0.5617602578191766,Wamsi Mohan,0.3048809972685246,male,BofA Global Research,"('HPE (1)', '2018 q4')",0.0
18974,HPQ,2018 q4,4520,0.5530100511635706,Wamsi Mohan,0.2661758669184687,male,BofA Global Research,"('HPQ', '2018 q4')",0.0
18975,NTAP,2018 q4,4520,0.5092155322604041,Wamsi Mohan,0.3280723677173114,male,BofA Global Research,"('NTAP', '2018 q4')",0.015187668614089489
18976,STX,2018 q4,4520,0.5729988703624183,Wamsi Mohan,0.3007108600280273,male,BofA Global Research,"('STX', '2018 q4')",0.0
18977,TEL,2018 q4,4520,0.5584744504996179,Wamsi Mohan,0.532605629067602,male,BofA Global Research,"('TEL', '2018 q4')",0.015223287045955658
18978,WDC,2018 q4,4520,0.5313118146545338,Wamsi Mohan,0.1920781344550252,male,BofA Global Research,"('WDC', '2018 q4')",0.004746822329858939
18979,AAPL,2018 q4,4520,0.5159001830187372,Robert G. Cihra,0.143687300581912,male,Guggenheim Securities LLC,"('AAPL', '2018 q4')",0.0
18980,GLW,2018 q4,4520,0.7357340327552561,Robert G. Cihra,0.3776042878430072,male,Guggenheim Securities LLC,"('GLW', '2018 q4')",0.0
18981,HPQ,2018 q4,4520,0.5530100511635706,Robert G. Cihra,0.1963356668781111,male,Guggenheim Securities LLC,"('HPQ', '2018 q4')",0.0
18982,STX,2018 q4,4520,0.5729988703624183,Robert G. Cihra,0.3071495026976461,male,Guggenheim Securities LLC,"('STX', '2018 q4')",0.0
18983,WDC,2018 q4,4520,0.5313118146545338,Robert G. Cihra,0.1661199529645827,male,Guggenheim Securities LLC,"('WDC', '2018 q4')",0.0
18984,AAPL,2018 q4,4520,0.5159001830187372,"Ms. Angelo Zino, CFA",0.6001442322775026,female,CFRA Equity Research,"('AAPL', '2018 q4')",0.0
18985,HPE (1),2018 q4,4520,0.5617602578191766,"Ms. Angelo Zino, CFA",0.6326671893443285,female,CFRA Equity Research,"('HPE (1)', '2018 q4')",0.0
18986,HPQ,2018 q4,4520,0.5530100511635706,"Ms. Angelo Zino, CFA",0.5577701836470924,female,CFRA Equity Research,"('HPQ', '2018 q4')",0.0
18987,NTAP,2018 q4,4520,0.5092155322604041,"Ms. Angelo Zino, CFA",0.7366798260111406,female,CFRA Equity Research,"('NTAP', '2018 q4')",0.0
18988,STX,2018 q4,4520,0.5729988703624183,"Ms. Angelo Zino, CFA",0.6289793203075217,female,CFRA Equity Research,"('STX', '2018 q4')",0.0
18989,WDC,2018 q4,4520,0.5313118146545338,"Ms. Angelo Zino, CFA",0.6917830529210189,female,CFRA Equity Research,"('WDC', '2018 q4')",0.0
18990,AAPL,2018 q4,4520,0.5159001830187372,"Mr. Steven M. Milunovich, CFA",0.2142673683466407,male,Wolfe Research,"('AAPL', '2018 q4')",0.017150905448943377
18991,ANET,2018 q4,4520,0.486634028692721,"Mr. Steven M. Milunovich, CFA",0.1826446779061513,male,Wolfe Research,"('ANET', '2018 q4')",0.014299498870968819
18992,CSCO,2018 q4,4520,0.4842882073403726,"Mr. Steven M. Milunovich, CFA",0.1248312461534405,male,Wolfe Research,"('CSCO', '2018 q4')",0.0
18993,HPE (1),2018 q4,4520,0.5617602578191766,"Mr. Steven M. Milunovich, CFA",0.22827464156337,male,Wolfe Research,"('HPE (1)', '2018 q4')",0.01881616935133934
18994,HPQ,2018 q4,4520,0.5530100511635706,"Mr. Steven M. Milunovich, CFA",0.2336968476618027,male,Wolfe Research,"('HPQ', '2018 q4')",0.0
18995,JNPR,2018 q4,4520,0.587158418599232,"Mr. Steven M. Milunovich, CFA",0.2283337126176842,male,Wolfe Research,"('JNPR', '2018 q4')",0.012270805425941944
18996,NTAP,2018 q4,4520,0.5092155322604041,"Mr. Steven M. Milunovich, CFA",0.2289045308190136,male,Wolfe Research,"('NTAP', '2018 q4')",0.0
18997,AAPL,2018 q4,4520,0.5159001830187372,"Mr. Amit J. Daryanani, CFA",0.1947081556734866,male,RBC Capital Markets,"('AAPL', '2018 q4')",0.012970133684575558
18998,APH,2018 q4,4520,0.715701036193076,"Mr. Amit J. Daryanani, CFA",0.4782738324276557,male,RBC Capital Markets,"('APH', '2018 q4')",0.0
18999,CDW,2018 q4,4520,0.7414421885332559,"Mr. Amit J. Daryanani, CFA",0.7095906301042788,male,RBC Capital Markets,"('CDW', '2018 q4')",0.0
19000,TEL,2018 q4,4520,0.5584744504996179,"Mr. Amit J. Daryanani, CFA",0.2629186251128304,male,RBC Capital Markets,"('TEL', '2018 q4')",0.0
19001,WDC,2018 q4,4520,0.5313118146545338,"Mr. Amit J. Daryanani, CFA",0.1579362597998492,male,RBC Capital Markets,"('WDC', '2018 q4')",0.0
19002,AAPL,2018 q4,4520,0.5159001830187372,Mr. Krishna BS,0.5530267760013008,male,Crispidea,"('AAPL', '2018 q4')",0.03333333507180214
19003,CSCO,2018 q4,4520,0.4842882073403726,Mr. Krishna BS,0.2819429647874602,male,Crispidea,"('CSCO', '2018 q4')",0.0
19004,HPE (1),2018 q4,4520,0.5617602578191766,Mr. Krishna BS,0.6821608797204862,male,Crispidea,"('HPE (1)', '2018 q4')",0.0
19005,AAPL,2018 q4,4520,0.5159001830187372,Walter Piecyk,0.3094232658470285,male,BTIG,"('AAPL', '2018 q4')",0.02925161086022854
19006,AAPL,2018 q4,4520,0.5159001830187372,"Shebly Seyrafi, CFA",0.3979294462835286,male,FBN Securities,"('AAPL', '2018 q4')",0.0
19007,JNPR,2018 q4,4520,0.587158418599232,"Shebly Seyrafi, CFA",0.3599214901125828,male,FBN Securities,"('JNPR', '2018 q4')",0.0
19008,NTAP,2018 q4,4520,0.5092155322604041,"Shebly Seyrafi, CFA",0.4076697496799957,male,FBN Securities,"('NTAP', '2018 q4')",0.0
19009,STX,2018 q4,4520,0.5729988703624183,"Shebly Seyrafi, CFA",0.2542549222990862,male,FBN Securities,"('STX', '2018 q4')",0.0
19010,WDC,2018 q4,4520,0.5313118146545338,"Shebly Seyrafi, CFA",0.6602723418633437,male,FBN Securities,"('WDC', '2018 q4')",0.03333333507180214
19011,AAPL,2018 q4,4520,0.5159001830187372,Ms. Katy L. Huberty,0.2169877457907838,female,Morgan Stanley,"('AAPL', '2018 q4')",0.0
19012,HPE (1),2018 q4,4520,0.5617602578191766,Ms. Katy L. Huberty,0.2780685847543451,female,Morgan Stanley,"('HPE (1)', '2018 q4')",0.016871849074959755
19013,HPQ,2018 q4,4520,0.5530100511635706,Ms. Katy L. Huberty,0.2456208949826918,female,Morgan Stanley,"('HPQ', '2018 q4')",0.0
19014,NTAP,2018 q4,4520,0.5092155322604041,Ms. Katy L. Huberty,0.1906023432841163,female,Morgan Stanley,"('NTAP', '2018 q4')",0.0
19015,STX,2018 q4,4520,0.5729988703624183,Ms. Katy L. Huberty,0.3075978408440971,female,Morgan Stanley,"('STX', '2018 q4')",0.0
19016,AAPL,2018 q4,4520,0.5159001830187372,Mr. Nehal S. Chokshi,0.3492477723740365,male,Maxim Group,"('AAPL', '2018 q4')",0.0
19017,HPE (1),2018 q4,4520,0.5617602578191766,Mr. Nehal S. Chokshi,0.4753993401151228,male,Maxim Group,"('HPE (1)', '2018 q4')",0.0
19018,HPQ,2018 q4,4520,0.5530100511635706,Mr. Nehal S. Chokshi,0.316099935220389,male,Maxim Group,"('HPQ', '2018 q4')",0.0
19019,NTAP,2018 q4,4520,0.5092155322604041,Mr. Nehal S. Chokshi,0.2830316106629717,male,Maxim Group,"('NTAP', '2018 q4')",0.0
19020,STX,2018 q4,4520,0.5729988703624183,Mr. Nehal S. Chokshi,0.2789447116442669,male,Maxim Group,"('STX', '2018 q4')",0.0114517817273736
19021,WDC,2018 q4,4520,0.5313118146545338,Mr. Nehal S. Chokshi,0.1961829717539308,male,Maxim Group,"('WDC', '2018 q4')",0.0
19022,AAPL,2018 q4,4520,0.5159001830187372,Timothy O'Shea,0.1384448047026815,male,Jefferies,"('AAPL', '2018 q4')",0.0
19023,AAPL,2018 q4,4520,0.5159001830187372,"Mr. Simeon Gutman, CFA",0.3978960995184136,male,Morgan Stanley,"('AAPL', '2018 q4')",0.0
19024,AAPL,2018 q4,4520,0.5159001830187372,Derek Harris,0.7047815692122794,male,BofA Global Research,"('AAPL', '2018 q4')",0.08171074464917183
19025,AAPL,2018 q4,4520,0.5159001830187372,Mr. Achal Sultania,0.327586679867434,male,Credit Suisse,"('AAPL', '2018 q4')",0.0
19026,ANET,2018 q4,4520,0.486634028692721,Mr. Tal Liani,0.2339350187077674,male,BofA Global Research,"('ANET', '2018 q4')",0.018052097409963608
19027,CSCO,2018 q4,4520,0.4842882073403726,Mr. Tal Liani,0.1706288484649261,male,BofA Global Research,"('CSCO', '2018 q4')",0.0
19028,ANET,2018 q4,4520,0.486634028692721,Mr. Josep Bori,0.3873487432063203,male,Berenberg,"('ANET', '2018 q4')",0.011269302107393742
19029,JNPR,2018 q4,4520,0.587158418599232,Mr. Josep Bori,0.4022605627594217,male,Berenberg,"('JNPR', '2018 q4')",0.0
19030,ANET,2018 q4,4520,0.486634028692721,Mr. Mitch T. Steves,0.6712947412537028,male,RBC Capital Markets,"('ANET', '2018 q4')",0.03333333507180214
19031,JNPR,2018 q4,4520,0.587158418599232,Mr. Mitch T. Steves,0.6806429389247544,male,RBC Capital Markets,"('JNPR', '2018 q4')",0.03333333507180214
19032,ANET,2018 q4,4520,0.486634028692721,Credit Suisse Global Product Marketing,0.5145245267153471,Not a person,Credit Suisse,"('ANET', '2018 q4')",0.0034372530256708464
19033,CSCO,2018 q4,4520,0.4842882073403726,Credit Suisse Global Product Marketing,0.7354101854190426,Not a person,Credit Suisse,"('CSCO', '2018 q4')",0.0
19034,ANET,2018 q4,4520,0.486634028692721,Mr. Paul J. Silverstein,0.1349233291515315,male,Cowen and Company,"('ANET', '2018 q4')",0.0
19035,CSCO,2018 q4,4520,0.4842882073403726,Mr. Paul J. Silverstein,0.2977231668010455,male,Cowen and Company,"('CSCO', '2018 q4')",0.0
19036,FFIV,2018 q4,4520,0.6336115368884422,Mr. Paul J. Silverstein,0.2267622028545363,male,Cowen and Company,"('FFIV', '2018 q4')",0.0
19037,ANET,2018 q4,4520,0.486634028692721,Mr. Keith Snyder,0.6016037103913555,male,CFRA Equity Research,"('ANET', '2018 q4')",0.0
19038,APH,2018 q4,4520,0.715701036193076,Mr. Keith Snyder,0.8154666165414723,male,CFRA Equity Research,"('APH', '2018 q4')",0.0
19039,CSCO,2018 q4,4520,0.4842882073403726,Mr. Keith Snyder,0.45535428801072,male,CFRA Equity Research,"('CSCO', '2018 q4')",0.0
19040,FFIV,2018 q4,4520,0.6336115368884422,Mr. Keith Snyder,0.5831032799806302,male,CFRA Equity Research,"('FFIV', '2018 q4')",0.0
19041,GLW,2018 q4,4520,0.7357340327552561,Mr. Keith Snyder,0.7892215603371199,male,CFRA Equity Research,"('GLW', '2018 q4')",0.0
19042,JNPR,2018 q4,4520,0.587158418599232,Mr. Keith Snyder,0.6016542600840986,male,CFRA Equity Research,"('JNPR', '2018 q4')",0.0
19043,MSI,2018 q4,4520,0.5767948428185055,Mr. Keith Snyder,0.6235529174442878,male,CFRA Equity Research,"('MSI', '2018 q4')",0.013429415877908468
19044,ANET,2018 q4,4520,0.486634028692721,Mark Cash,0.587394524218663,male,"Morningstar, Inc.","('ANET', '2018 q4')",0.0
19045,CSCO,2018 q4,4520,0.4842882073403726,Mark Cash,0.2758081161971784,male,"Morningstar, Inc.","('CSCO', '2018 q4')",0.0
19046,HPE (1),2018 q4,4520,0.5617602578191766,Mark Cash,0.4452259173205855,male,"Morningstar, Inc.","('HPE (1)', '2018 q4')",0.0
19047,HPQ,2018 q4,4520,0.5530100511635706,Mark Cash,0.6490641282072673,male,"Morningstar, Inc.","('HPQ', '2018 q4')",0.0
19048,NTAP,2018 q4,4520,0.5092155322604041,Mark Cash,0.4377819419651751,male,"Morningstar, Inc.","('NTAP', '2018 q4')",0.0
19049,ANET,2018 q4,4520,0.486634028692721,Mr. Ittai Kidron,0.12236370070545,male,"Oppenheimer & Co., Inc.","('ANET', '2018 q4')",0.0
19050,CSCO,2018 q4,4520,0.4842882073403726,Mr. Ittai Kidron,0.1003487649423223,male,"Oppenheimer & Co., Inc.","('CSCO', '2018 q4')",0.0
19051,ANET,2018 q4,4520,0.486634028692721,Mr. George C. Notter,0.1709208927243294,male,Jefferies,"('ANET', '2018 q4')",0.0
19052,FFIV,2018 q4,4520,0.6336115368884422,Mr. George C. Notter,0.6963292569290179,male,Jefferies,"('FFIV', '2018 q4')",0.03333333507180214
19053,ANET,2018 q4,4520,0.486634028692721,Mr. James E. Faucette,0.154100091283861,male,Morgan Stanley,"('ANET', '2018 q4')",0.0
19054,CSCO,2018 q4,4520,0.4842882073403726,Mr. James E. Faucette,0.1163125957479927,male,Morgan Stanley,"('CSCO', '2018 q4')",0.0
19055,FFIV,2018 q4,4520,0.6336115368884422,Mr. James E. Faucette,0.3444157045514155,male,Morgan Stanley,"('FFIV', '2018 q4')",0.0
19056,GLW,2018 q4,4520,0.7357340327552561,Mr. James E. Faucette,0.4732663165822964,male,Morgan Stanley,"('GLW', '2018 q4')",0.0
19057,JNPR,2018 q4,4520,0.587158418599232,Mr. James E. Faucette,0.3278776497661376,male,Morgan Stanley,"('JNPR', '2018 q4')",0.0
19058,ZBRA,2018 q4,4520,0.6870281012740788,Mr. James E. Faucette,0.5834337352538337,male,Morgan Stanley,"('ZBRA', '2018 q4')",0.0
19059,ANET,2018 q4,4520,0.486634028692721,Mr. Michael E. Genovese,0.296634095836874,male,MKM Partners,"('ANET', '2018 q4')",0.019723089411854744
19060,CSCO,2018 q4,4520,0.4842882073403726,Mr. Michael E. Genovese,0.2505841693799722,male,MKM Partners,"('CSCO', '2018 q4')",0.015309512615203857
19061,FFIV,2018 q4,4520,0.6336115368884422,Mr. Michael E. Genovese,0.2761234230332089,male,MKM Partners,"('FFIV', '2018 q4')",0.0630725622177124
19062,JNPR,2018 q4,4520,0.587158418599232,Mr. Michael E. Genovese,0.2421803262154523,male,MKM Partners,"('JNPR', '2018 q4')",0.0
19063,MSI,2018 q4,4520,0.5767948428185055,Mr. Michael E. Genovese,0.5294392654248276,male,MKM Partners,"('MSI', '2018 q4')",0.0
19064,ANET,2018 q4,4520,0.486634028692721,Mr. Andrew J. Nowinski,0.2949298415136601,male,Piper Sandler Companies,"('ANET', '2018 q4')",0.0
19065,CSCO,2018 q4,4520,0.4842882073403726,Mr. Andrew J. Nowinski,0.1845137099066434,male,Piper Sandler Companies,"('CSCO', '2018 q4')",0.011479571461677551
19066,FFIV,2018 q4,4520,0.6336115368884422,Mr. Andrew J. Nowinski,0.2818713938240124,male,Piper Sandler Companies,"('FFIV', '2018 q4')",0.0
19067,JNPR,2018 q4,4520,0.587158418599232,Mr. Andrew J. Nowinski,0.2682560723648999,male,Piper Sandler Companies,"('JNPR', '2018 q4')",0.0
19068,APH,2018 q4,4520,0.715701036193076,"Mr. Richard M. Kwas, CFA",0.477520955021926,male,"Wells Fargo Securities, LLC","('APH', '2018 q4')",0.009791529271751642
19069,TEL,2018 q4,4520,0.5584744504996179,"Mr. Richard M. Kwas, CFA",0.3728862652641337,male,"Wells Fargo Securities, LLC","('TEL', '2018 q4')",0.0
19070,APH,2018 q4,4520,0.715701036193076,Craig M. Hettenbach,0.4732296604185628,male,Morgan Stanley,"('APH', '2018 q4')",0.0
19071,TEL,2018 q4,4520,0.5584744504996179,Craig M. Hettenbach,0.3132641313537774,male,Morgan Stanley,"('TEL', '2018 q4')",0.0
19072,APH,2018 q4,4520,0.715701036193076,Mr. Seth Sherwood,0.7924981459617437,male,"Morningstar, Inc.","('APH', '2018 q4')",0.01666666753590107
19073,GLW,2018 q4,4520,0.7357340327552561,Mr. Seth Sherwood,0.8808847415199935,male,"Morningstar, Inc.","('GLW', '2018 q4')",0.0
19074,MSI,2018 q4,4520,0.5767948428185055,Mr. Seth Sherwood,0.4180782343054447,male,"Morningstar, Inc.","('MSI', '2018 q4')",0.0
19075,STX,2018 q4,4520,0.5729988703624183,Mr. Seth Sherwood,0.7119909837895135,male,"Morningstar, Inc.","('STX', '2018 q4')",0.0
19076,TEL,2018 q4,4520,0.5584744504996179,Mr. Seth Sherwood,0.6548085823850368,male,"Morningstar, Inc.","('TEL', '2018 q4')",0.0
19077,WDC,2018 q4,4520,0.5313118146545338,Mr. Seth Sherwood,0.4641671482773412,male,"Morningstar, Inc.","('WDC', '2018 q4')",0.013333334028720856
19078,CDW,2018 q4,4520,0.7414421885332559,"Keith M. Housum, CPA",0.6230049832312633,male,Northcoast Research,"('CDW', '2018 q4')",0.0
19079,MSI,2018 q4,4520,0.5767948428185055,"Keith M. Housum, CPA",0.3171712029955836,male,Northcoast Research,"('MSI', '2018 q4')",0.024529971182346344
19080,ZBRA,2018 q4,4520,0.6870281012740788,"Keith M. Housum, CPA",0.4614185627789338,male,Northcoast Research,"('ZBRA', '2018 q4')",0.0
19081,CDW,2018 q4,4520,0.7414421885332559,David Holt,0.7703583743223172,male,CFRA Equity Research,"('CDW', '2018 q4')",0.0
19082,FLIR,2018 q4,4520,0.8434182471490689,David Holt,0.821965156916481,male,CFRA Equity Research,"('FLIR', '2018 q4')",0.0
19083,TEL,2018 q4,4520,0.5584744504996179,David Holt,0.7009082294713488,male,CFRA Equity Research,"('TEL', '2018 q4')",0.0
19084,ZBRA,2018 q4,4520,0.6870281012740788,David Holt,0.7484625912528488,male,CFRA Equity Research,"('ZBRA', '2018 q4')",0.0
19085,CDW,2018 q4,4520,0.7414421885332559,"Elliott L. Schlang, CFA",0.6844308562899499,male,Great Lakes/Wellington Shields,"('CDW', '2018 q4')",0.03333333507180214
19086,ZBRA,2018 q4,4520,0.6870281012740788,"Elliott L. Schlang, CFA",0.3682346471495606,male,Great Lakes/Wellington Shields,"('ZBRA', '2018 q4')",0.04555755481123924
19087,CSCO,2018 q4,4520,0.4842882073403726,Analyst Desk TeleTrade,0.7112880995869527,Not a person,Teletrade-DJ International Consulting Ltd,"('CSCO', '2018 q4')",0.0165297519415617
19088,HPQ,2018 q4,4520,0.5530100511635706,Analyst Desk TeleTrade,0.603522584550515,Not a person,Teletrade-DJ International Consulting Ltd,"('HPQ', '2018 q4')",0.0
19089,CSCO,2018 q4,4520,0.4842882073403726,Mr. Vijay Bhagavath,0.1831292993738636,male,Deutsche Bank,"('CSCO', '2018 q4')",0.0
19090,FFIV,2018 q4,4520,0.6336115368884422,Mr. Vijay Bhagavath,0.8031659768675349,male,Deutsche Bank,"('FFIV', '2018 q4')",0.0
19091,GLW,2018 q4,4520,0.7357340327552561,Mr. Vijay Bhagavath,0.5209230024075183,male,Deutsche Bank,"('GLW', '2018 q4')",0.0
19092,JNPR,2018 q4,4520,0.587158418599232,Mr. Vijay Bhagavath,0.2787695874649615,male,Deutsche Bank,"('JNPR', '2018 q4')",0.0
19093,KEYS,2018 q4,4520,0.6653622772391152,Mr. Vijay Bhagavath,0.8567644306370874,male,Deutsche Bank,"('KEYS', '2018 q4')",0.015656599774956703
19094,MSI,2018 q4,4520,0.5767948428185055,Mr. Vijay Bhagavath,0.5515324108807121,male,Deutsche Bank,"('MSI', '2018 q4')",0.0
19095,CSCO,2018 q4,4520,0.4842882073403726,Sami Badri,0.4573373391313077,male,Credit Suisse,"('CSCO', '2018 q4')",0.0
19096,FFIV,2018 q4,4520,0.6336115368884422,Sami Badri,0.3534823390639394,male,Credit Suisse,"('FFIV', '2018 q4')",0.0
19097,MSI,2018 q4,4520,0.5767948428185055,Sami Badri,0.4637260351370834,male,Credit Suisse,"('MSI', '2018 q4')",0.0
19098,CSCO,2018 q4,4520,0.4842882073403726,Acquisdata Research Team,0.4522062453725533,Not a person,Acquisdata,"('CSCO', '2018 q4')",0.0
19099,CSCO,2018 q4,4520,0.4842882073403726,"Mr. Jason N. Ader, CFA",0.3596110939231363,male,William Blair & Company,"('CSCO', '2018 q4')",0.0
19100,FFIV,2018 q4,4520,0.6336115368884422,Ms. Catharine A. Trebnick,0.2021187740589145,female,Colliers Securities,"('FFIV', '2018 q4')",0.0
19101,FFIV,2018 q4,4520,0.6336115368884422,SADIF Research,0.9659379592723264,Not a person,Sadif Analytics Prime,"('FFIV', '2018 q4')",0.9544473886489868
19102,FLIR,2018 q4,4520,0.8434182471490689,SADIF Research,0.9501108932460268,Not a person,Sadif Analytics Prime,"('FLIR', '2018 q4')",0.977983295917511
19103,GLW,2018 q4,4520,0.7357340327552561,SADIF Research,0.9916465056690243,Not a person,Sadif Analytics Prime,"('GLW', '2018 q4')",0.9434220194816589
19104,JNPR,2018 q4,4520,0.587158418599232,SADIF Research,0.97391988055873,Not a person,Sadif Analytics Prime,"('JNPR', '2018 q4')",0.9681287705898285
19105,ZBRA,2018 q4,4520,0.6870281012740788,SADIF Research,0.9885177460666076,Not a person,Sadif Analytics Prime,"('ZBRA', '2018 q4')",0.9732999801635742
19106,FFIV,2018 q4,4520,0.6336115368884422,Mr. Ali Mogharabi,0.5307067875977717,male,"Morningstar, Inc.","('FFIV', '2018 q4')",0.0
19107,JNPR,2018 q4,4520,0.587158418599232,Mr. Ali Mogharabi,0.5806233312285206,male,"Morningstar, Inc.","('JNPR', '2018 q4')",0.0
19108,FLIR,2018 q4,4520,0.8434182471490689,Michael Ciarmoli,0.7702276489718687,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2018 q4')",0.0
19109,FLIR,2018 q4,4520,0.8434182471490689,Mr. Saliq Khan,0.694922772676529,male,"Imperial Capital, LLC","('FLIR', '2018 q4')",0.03333333507180214
19110,ZBRA,2018 q4,4520,0.6870281012740788,Mr. Saliq Khan,0.4169114806957325,male,"Imperial Capital, LLC","('ZBRA', '2018 q4')",0.0
19111,GLW,2018 q4,4520,0.7357340327552561,Mr. Andrew P. Uerkwitz,0.5502022624157702,male,"Oppenheimer & Co., Inc.","('GLW', '2018 q4')",0.0
19112,GLW,2018 q4,4520,0.7357340327552561,Mr. Joseph E. Wolf,0.3165826438180487,male,Barclays,"('GLW', '2018 q4')",0.0
19113,GLW,2018 q4,4520,0.7357340327552561,Mehdi Hosseini,0.6369225586630101,male,Susquehanna Financial Group LLLP,"('GLW', '2018 q4')",0.0
19114,NTAP,2018 q4,4520,0.5092155322604041,Mehdi Hosseini,0.6192581492781232,male,Susquehanna Financial Group LLLP,"('NTAP', '2018 q4')",0.0
19115,STX,2018 q4,4520,0.5729988703624183,Mehdi Hosseini,0.6189785443520035,male,Susquehanna Financial Group LLLP,"('STX', '2018 q4')",0.0
19116,WDC,2018 q4,4520,0.5313118146545338,Mehdi Hosseini,0.4898516511620155,male,Susquehanna Financial Group LLLP,"('WDC', '2018 q4')",0.0
19117,HPE (1),2018 q4,4520,0.5617602578191766,George M. Iwanyc,0.3272347282375684,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2018 q4')",0.0
19118,JNPR,2018 q4,4520,0.587158418599232,George M. Iwanyc,0.1816748953412497,male,"Oppenheimer & Co., Inc.","('JNPR', '2018 q4')",0.04659803584218025
19119,HPE (1),2018 q4,4520,0.5617602578191766,Mr. Andrew Lange,0.4850027412393387,male,"Morningstar, Inc.","('HPE (1)', '2018 q4')",0.0
19120,HPQ,2018 q4,4520,0.5530100511635706,Mr. David Ryzhik,0.7100687102334695,male,Susquehanna Financial Group LLLP,"('HPQ', '2018 q4')",0.0
19121,IPGP,2018 q4,4520,0.4180194315280771,Mr. David Ryzhik,0.3267745354302619,male,Susquehanna Financial Group LLLP,"('IPGP', '2018 q4')",0.0
19122,IPGP,2018 q4,4520,0.4180194315280771,Mr. Ross P. Gilardi,0.2663091366735561,male,BofA Global Research,"('IPGP', '2018 q4')",0.0
19123,IPGP,2018 q4,4520,0.4180194315280771,Mr. Thomas Hayes,0.3118359489567448,male,Northcoast Research,"('IPGP', '2018 q4')",0.0
19124,IPGP,2018 q4,4520,0.4180194315280771,Michael Feniger,0.2297056468690203,male,BofA Global Research,"('IPGP', '2018 q4')",0.029805937161048252
19125,IPGP,2018 q4,4520,0.4180194315280771,Mr. Bobby J. Burleson,0.5392302471371405,male,Canaccord Genuity,"('IPGP', '2018 q4')",0.0
19126,IPGP,2018 q4,4520,0.4180194315280771,Mr. Mark Miller,0.3344950317124108,male,The Benchmark Company LLC,"('IPGP', '2018 q4')",0.007622025441378355
19127,STX,2018 q4,4520,0.5729988703624183,Mr. Mark Miller,0.2137315522800787,male,The Benchmark Company LLC,"('STX', '2018 q4')",0.0
19128,WDC,2018 q4,4520,0.5313118146545338,Mr. Mark Miller,0.3213303372764259,male,The Benchmark Company LLC,"('WDC', '2018 q4')",0.0
19129,KEYS,2018 q4,4520,0.6653622772391152,Mr. Amir Rozwadowski,0.518301142631319,male,Barclays,"('KEYS', '2018 q4')",0.02223527804017067
19130,KEYS,2018 q4,4520,0.6653622772391152,Mr. John W. Pitzer,0.5238854624969254,male,Credit Suisse,"('KEYS', '2018 q4')",0.0
19131,MSI,2018 q4,4520,0.5767948428185055,William Fitzsimmons,0.376795198338258,male,"Morningstar, Inc.","('MSI', '2018 q4')",0.0
19132,NTAP,2018 q4,4520,0.5092155322604041,Eric Martinuzzi,0.2313698181845588,male,Lake Street Capital Markets,"('NTAP', '2018 q4')",0.0
19133,NTAP,2018 q4,4520,0.5092155322604041,Mr. Karl F. Ackerman,0.2559545802560201,male,Cowen and Company,"('NTAP', '2018 q4')",0.0
19134,STX,2018 q4,4520,0.5729988703624183,Mr. Karl F. Ackerman,0.7810302582279094,male,Cowen and Company,"('STX', '2018 q4')",0.0
19135,WDC,2018 q4,4520,0.5313118146545338,Mr. Karl F. Ackerman,0.1466350408351248,male,Cowen and Company,"('WDC', '2018 q4')",0.0
19136,STX,2018 q4,4520,0.5729988703624183,"Mr. Sidney Ho, CFA",0.2368750877454735,male,Deutsche Bank,"('STX', '2018 q4')",0.0
19137,TEL,2018 q4,4520,0.5584744504996179,Christopher D. Glynn,0.2879907035595764,male,"Oppenheimer & Co., Inc.","('TEL', '2018 q4')",0.0
19138,TEL,2018 q4,4520,0.5584744504996179,Mr. Joseph C. Giordano,0.3684200230389313,male,Cowen and Company,"('TEL', '2018 q4')",0.0
19139,WDC,2018 q4,4520,0.5313118146545338,Christian D. Schwab,0.271269048772958,male,Craig Hallum,"('WDC', '2018 q4')",0.0
19140,WDC,2018 q4,4520,0.5313118146545338,Mr. Ed A. Parker,0.5786713359554042,male,BTIG,"('WDC', '2018 q4')",0.0
19141,AAPL,2019 q1,4520,0.5573810814344884,Wamsi Mohan,0.1820939121083369,male,BofA Global Research,"('AAPL', '2019 q1')",0.010223283246159554
19142,APH,2019 q1,4520,0.7983894050872231,Wamsi Mohan,0.544193412508826,male,BofA Global Research,"('APH', '2019 q1')",0.0
19143,GLW,2019 q1,4520,0.8169505376739536,Wamsi Mohan,0.5460312913174254,male,BofA Global Research,"('GLW', '2019 q1')",0.0
19144,HPE (1),2019 q1,4520,0.6555236232311302,Wamsi Mohan,0.4432044290446822,male,BofA Global Research,"('HPE (1)', '2019 q1')",0.0
19145,HPQ,2019 q1,4520,0.7624291476686422,Wamsi Mohan,0.5724243060368829,male,BofA Global Research,"('HPQ', '2019 q1')",0.0
19146,NTAP,2019 q1,4520,0.6472798250465068,Wamsi Mohan,0.3740567073875748,male,BofA Global Research,"('NTAP', '2019 q1')",0.013516719453036785
19147,STX,2019 q1,4520,0.7447755859110703,Wamsi Mohan,0.4178825598749867,male,BofA Global Research,"('STX', '2019 q1')",0.0
19148,TEL,2019 q1,4520,0.588192429864034,Wamsi Mohan,0.4975597389863422,male,BofA Global Research,"('TEL', '2019 q1')",0.0
19149,WDC,2019 q1,4520,0.6282863991311025,Wamsi Mohan,0.3565586752262969,male,BofA Global Research,"('WDC', '2019 q1')",0.0
19150,AAPL,2019 q1,4520,0.5573810814344884,Mr. Krish Sankar,0.2112713994717696,male,Cowen and Company,"('AAPL', '2019 q1')",0.0
19151,AAPL,2019 q1,4520,0.5573810814344884,Walter Piecyk,0.2869030904040882,male,BTIG,"('AAPL', '2019 q1')",0.0
19152,AAPL,2019 q1,4520,0.5573810814344884,Michael J. Olson,0.2995594580197739,male,Piper Sandler Companies,"('AAPL', '2019 q1')",0.0
19153,AAPL,2019 q1,4520,0.5573810814344884,"Ms. Angelo Zino, CFA",0.6152260485399189,female,CFRA Equity Research,"('AAPL', '2019 q1')",0.0
19154,HPE (1),2019 q1,4520,0.6555236232311302,"Ms. Angelo Zino, CFA",0.7040244539142978,female,CFRA Equity Research,"('HPE (1)', '2019 q1')",0.0
19155,HPQ,2019 q1,4520,0.7624291476686422,"Ms. Angelo Zino, CFA",0.6227453953453418,female,CFRA Equity Research,"('HPQ', '2019 q1')",0.0
19156,NTAP,2019 q1,4520,0.6472798250465068,"Ms. Angelo Zino, CFA",0.7434967037274323,female,CFRA Equity Research,"('NTAP', '2019 q1')",0.0
19157,STX,2019 q1,4520,0.7447755859110703,"Ms. Angelo Zino, CFA",0.6280179704951268,female,CFRA Equity Research,"('STX', '2019 q1')",0.0
19158,WDC,2019 q1,4520,0.6282863991311025,"Ms. Angelo Zino, CFA",0.6954417147040569,female,CFRA Equity Research,"('WDC', '2019 q1')",0.0
19159,AAPL,2019 q1,4520,0.5573810814344884,Mr. Abhinav Davuluri,0.5120468687187835,male,"Morningstar, Inc.","('AAPL', '2019 q1')",0.006666667014360428
19160,AAPL,2019 q1,4520,0.5573810814344884,"T. Michael T. Walkley, CPA",0.2213194639728906,male,Canaccord Genuity,"('AAPL', '2019 q1')",0.012341327499598265
19161,AAPL,2019 q1,4520,0.5573810814344884,"Shebly Seyrafi, CFA",0.1652614599825373,male,FBN Securities,"('AAPL', '2019 q1')",0.0
19162,ANET,2019 q1,4520,0.4729190458995526,"Shebly Seyrafi, CFA",0.4197075160693878,male,FBN Securities,"('ANET', '2019 q1')",0.0
19163,CSCO,2019 q1,4520,0.6155513569127853,"Shebly Seyrafi, CFA",0.5803340589703474,male,FBN Securities,"('CSCO', '2019 q1')",0.03333333507180214
19164,JNPR,2019 q1,4520,0.5492727362214908,"Shebly Seyrafi, CFA",0.3523904276233829,male,FBN Securities,"('JNPR', '2019 q1')",0.0
19165,NTAP,2019 q1,4520,0.6472798250465068,"Shebly Seyrafi, CFA",0.3294251055444993,male,FBN Securities,"('NTAP', '2019 q1')",0.0
19166,WDC,2019 q1,4520,0.6282863991311025,"Shebly Seyrafi, CFA",0.5591629385029726,male,FBN Securities,"('WDC', '2019 q1')",0.03333333507180214
19167,AAPL,2019 q1,4520,0.5573810814344884,Mr. Nehal S. Chokshi,0.1254213661393935,male,Maxim Group,"('AAPL', '2019 q1')",0.0
19168,HPE (1),2019 q1,4520,0.6555236232311302,Mr. Nehal S. Chokshi,0.2580507875505844,male,Maxim Group,"('HPE (1)', '2019 q1')",0.0
19169,NTAP,2019 q1,4520,0.6472798250465068,Mr. Nehal S. Chokshi,0.3552971476685927,male,Maxim Group,"('NTAP', '2019 q1')",0.0
19170,WDC,2019 q1,4520,0.6282863991311025,Mr. Nehal S. Chokshi,0.1806186704113244,male,Maxim Group,"('WDC', '2019 q1')",0.0
19171,AAPL,2019 q1,4520,0.5573810814344884,"Mr. Steven M. Milunovich, CFA",0.1266129772295823,male,Wolfe Research,"('AAPL', '2019 q1')",0.0
19172,ANET,2019 q1,4520,0.4729190458995526,"Mr. Steven M. Milunovich, CFA",0.3491244751098331,male,Wolfe Research,"('ANET', '2019 q1')",0.0
19173,HPE (1),2019 q1,4520,0.6555236232311302,"Mr. Steven M. Milunovich, CFA",0.238945463366945,male,Wolfe Research,"('HPE (1)', '2019 q1')",0.0
19174,HPQ,2019 q1,4520,0.7624291476686422,"Mr. Steven M. Milunovich, CFA",0.441281573929663,male,Wolfe Research,"('HPQ', '2019 q1')",0.0
19175,JNPR,2019 q1,4520,0.5492727362214908,"Mr. Steven M. Milunovich, CFA",0.3593409555800914,male,Wolfe Research,"('JNPR', '2019 q1')",0.00966827291995287
19176,AAPL,2019 q1,4520,0.5573810814344884,Mr. Erwan Rambourg,0.277739244116454,male,HSBC,"('AAPL', '2019 q1')",0.004958069883286953
19177,AAPL,2019 q1,4520,0.5573810814344884,Ms. Katy L. Huberty,0.2191873630571165,female,Morgan Stanley,"('AAPL', '2019 q1')",0.0
19178,HPE (1),2019 q1,4520,0.6555236232311302,Ms. Katy L. Huberty,0.3014072016632226,female,Morgan Stanley,"('HPE (1)', '2019 q1')",0.0
19179,STX,2019 q1,4520,0.7447755859110703,Ms. Katy L. Huberty,0.4665068179921348,female,Morgan Stanley,"('STX', '2019 q1')",0.0
19180,AAPL,2019 q1,4520,0.5573810814344884,Heng Siong Kong,0.5365000418276484,male,Nomura,"('AAPL', '2019 q1')",0.0
19181,AAPL,2019 q1,4520,0.5573810814344884,Mr. Thomas Kee,0.9947193626734367,male,Stock Traders Daily Research,"('AAPL', '2019 q1')",0.9927383959293365
19182,APH,2019 q1,4520,0.7983894050872231,Mr. Thomas Kee,0.9923138721937176,male,Stock Traders Daily Research,"('APH', '2019 q1')",0.9930745363235474
19183,CSCO,2019 q1,4520,0.6155513569127853,Mr. Thomas Kee,0.9754200817471954,male,Stock Traders Daily Research,"('CSCO', '2019 q1')",0.9931864738464355
19184,FFIV,2019 q1,4520,0.607006312466976,Mr. Thomas Kee,0.985008111727483,male,Stock Traders Daily Research,"('FFIV', '2019 q1')",0.9932486414909363
19185,FLIR,2019 q1,4520,0.8159469334328597,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('FLIR', '2019 q1')",0.9931548833847046
19186,GLW,2019 q1,4520,0.8169505376739536,Mr. Thomas Kee,0.9793805117847038,male,Stock Traders Daily Research,"('GLW', '2019 q1')",0.9931864738464355
19187,HPQ,2019 q1,4520,0.7624291476686422,Mr. Thomas Kee,0.9710394649994613,male,Stock Traders Daily Research,"('HPQ', '2019 q1')",0.9931548833847046
19188,NTAP,2019 q1,4520,0.6472798250465068,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('NTAP', '2019 q1')",0.99333256483078
19189,WDC,2019 q1,4520,0.6282863991311025,Mr. Thomas Kee,0.9736999071426156,male,Stock Traders Daily Research,"('WDC', '2019 q1')",0.9928652048110962
19190,AAPL,2019 q1,4520,0.5573810814344884,Timothy O'Shea,0.1765769578990131,male,Jefferies,"('AAPL', '2019 q1')",0.0
19191,AAPL,2019 q1,4520,0.5573810814344884,William Kidd,0.2739096824333644,male,IHS Technology,"('AAPL', '2019 q1')",0.0
19192,AAPL,2019 q1,4520,0.5573810814344884,"Mr. Allen Klee, CFA",0.4797462314304354,male,Maxim Group,"('AAPL', '2019 q1')",0.021504558622837067
19193,AAPL,2019 q1,4520,0.5573810814344884,Mr. Krishna BS,0.7272936419726068,male,Crispidea,"('AAPL', '2019 q1')",0.02445153333246708
19194,HPE (1),2019 q1,4520,0.6555236232311302,Mr. Krishna BS,0.5770673145932034,male,Crispidea,"('HPE (1)', '2019 q1')",0.0
19195,HPQ,2019 q1,4520,0.7624291476686422,Mr. Krishna BS,0.7095228183809249,male,Crispidea,"('HPQ', '2019 q1')",0.0
19196,AAPL,2019 q1,4520,0.5573810814344884,"Mr. Jonathan N. Golub, CFA",0.677394908424105,male,Credit Suisse,"('AAPL', '2019 q1')",0.0
19197,ANET,2019 q1,4520,0.4729190458995526,Sami Badri,0.2998200522882074,male,Credit Suisse,"('ANET', '2019 q1')",0.023221906274557114
19198,CSCO,2019 q1,4520,0.6155513569127853,Sami Badri,0.4305953013147797,male,Credit Suisse,"('CSCO', '2019 q1')",0.0
19199,FFIV,2019 q1,4520,0.607006312466976,Sami Badri,0.2495760503440481,male,Credit Suisse,"('FFIV', '2019 q1')",0.025426432490348816
19200,JNPR,2019 q1,4520,0.5492727362214908,Sami Badri,0.5631745370912618,male,Credit Suisse,"('JNPR', '2019 q1')",0.018440939486026764
19201,MSI,2019 q1,4520,0.7057340817437233,Sami Badri,0.5050820237944376,male,Credit Suisse,"('MSI', '2019 q1')",0.03131600469350815
19202,ANET,2019 q1,4520,0.4729190458995526,Mark Cash,0.4193956531241891,male,"Morningstar, Inc.","('ANET', '2019 q1')",0.0
19203,CSCO,2019 q1,4520,0.6155513569127853,Mark Cash,0.5017056465170302,male,"Morningstar, Inc.","('CSCO', '2019 q1')",0.0
19204,FFIV,2019 q1,4520,0.607006312466976,Mark Cash,0.3445937001594642,male,"Morningstar, Inc.","('FFIV', '2019 q1')",0.0
19205,HPE (1),2019 q1,4520,0.6555236232311302,Mark Cash,0.6285824435873014,male,"Morningstar, Inc.","('HPE (1)', '2019 q1')",0.0
19206,HPQ,2019 q1,4520,0.7624291476686422,Mark Cash,0.6698693802238324,male,"Morningstar, Inc.","('HPQ', '2019 q1')",0.0
19207,JNPR,2019 q1,4520,0.5492727362214908,Mark Cash,0.3451994588621062,male,"Morningstar, Inc.","('JNPR', '2019 q1')",0.0
19208,NTAP,2019 q1,4520,0.6472798250465068,Mark Cash,0.6140065114209545,male,"Morningstar, Inc.","('NTAP', '2019 q1')",0.0
19209,ANET,2019 q1,4520,0.4729190458995526,Mr. Keith Snyder,0.5586942967450224,male,CFRA Equity Research,"('ANET', '2019 q1')",0.0
19210,APH,2019 q1,4520,0.7983894050872231,Mr. Keith Snyder,0.7558182102660648,male,CFRA Equity Research,"('APH', '2019 q1')",0.0
19211,CSCO,2019 q1,4520,0.6155513569127853,Mr. Keith Snyder,0.5329493234320885,male,CFRA Equity Research,"('CSCO', '2019 q1')",0.0
19212,FFIV,2019 q1,4520,0.607006312466976,Mr. Keith Snyder,0.4987677178458899,male,CFRA Equity Research,"('FFIV', '2019 q1')",0.0
19213,GLW,2019 q1,4520,0.8169505376739536,Mr. Keith Snyder,0.7126604903124076,male,CFRA Equity Research,"('GLW', '2019 q1')",0.0
19214,JNPR,2019 q1,4520,0.5492727362214908,Mr. Keith Snyder,0.5178925857946227,male,CFRA Equity Research,"('JNPR', '2019 q1')",0.0
19215,MSI,2019 q1,4520,0.7057340817437233,Mr. Keith Snyder,0.6405801507203503,male,CFRA Equity Research,"('MSI', '2019 q1')",0.014227009750902653
19216,ANET,2019 q1,4520,0.4729190458995526,Mr. James E. Faucette,0.2070062396149338,male,Morgan Stanley,"('ANET', '2019 q1')",0.0
19217,CSCO,2019 q1,4520,0.6155513569127853,Mr. James E. Faucette,0.2521868912045356,male,Morgan Stanley,"('CSCO', '2019 q1')",0.0
19218,FFIV,2019 q1,4520,0.607006312466976,Mr. James E. Faucette,0.250226242083186,male,Morgan Stanley,"('FFIV', '2019 q1')",0.0
19219,GLW,2019 q1,4520,0.8169505376739536,Mr. James E. Faucette,0.5531708032003063,male,Morgan Stanley,"('GLW', '2019 q1')",0.0
19220,JNPR,2019 q1,4520,0.5492727362214908,Mr. James E. Faucette,0.3022025645984278,male,Morgan Stanley,"('JNPR', '2019 q1')",0.0
19221,ZBRA,2019 q1,4520,0.5837307436964005,Mr. James E. Faucette,0.5568962988571647,male,Morgan Stanley,"('ZBRA', '2019 q1')",0.0
19222,ANET,2019 q1,4520,0.4729190458995526,Mr. Vijay Bhagavath,0.2008446796958555,male,Deutsche Bank,"('ANET', '2019 q1')",0.0
19223,CSCO,2019 q1,4520,0.6155513569127853,Mr. Vijay Bhagavath,0.2146280794773765,male,Deutsche Bank,"('CSCO', '2019 q1')",0.0
19224,FFIV,2019 q1,4520,0.607006312466976,Mr. Vijay Bhagavath,0.7623333942757056,male,Deutsche Bank,"('FFIV', '2019 q1')",0.0
19225,GLW,2019 q1,4520,0.8169505376739536,Mr. Vijay Bhagavath,0.8869464504906857,male,Deutsche Bank,"('GLW', '2019 q1')",0.0
19226,JNPR,2019 q1,4520,0.5492727362214908,Mr. Vijay Bhagavath,0.3931253823941924,male,Deutsche Bank,"('JNPR', '2019 q1')",0.0
19227,KEYS,2019 q1,4520,0.5399035860159878,Mr. Vijay Bhagavath,0.5399035860159878,male,Deutsche Bank,"('KEYS', '2019 q1')",0.0
19228,MSI,2019 q1,4520,0.7057340817437233,Mr. Vijay Bhagavath,0.8662118640055297,male,Deutsche Bank,"('MSI', '2019 q1')",0.0
19229,ANET,2019 q1,4520,0.4729190458995526,Mr. Mitch T. Steves,0.1156912706731794,male,RBC Capital Markets,"('ANET', '2019 q1')",0.0
19230,CSCO,2019 q1,4520,0.6155513569127853,Mr. Mitch T. Steves,0.1672744163789646,male,RBC Capital Markets,"('CSCO', '2019 q1')",0.0
19231,ANET,2019 q1,4520,0.4729190458995526,Mr. George C. Notter,0.7111889183300623,male,Jefferies,"('ANET', '2019 q1')",0.03333333507180214
19232,CSCO,2019 q1,4520,0.6155513569127853,Mr. George C. Notter,0.5803340589703474,male,Jefferies,"('CSCO', '2019 q1')",0.03333333507180214
19233,FFIV,2019 q1,4520,0.607006312466976,Mr. George C. Notter,0.6808303734614354,male,Jefferies,"('FFIV', '2019 q1')",0.03333333507180214
19234,GLW,2019 q1,4520,0.8169505376739536,Mr. George C. Notter,0.5763968437993658,male,Jefferies,"('GLW', '2019 q1')",0.03333333507180214
19235,ANET,2019 q1,4520,0.4729190458995526,Mr. Andrew J. Nowinski,0.2695030672994505,male,Piper Sandler Companies,"('ANET', '2019 q1')",0.0
19236,CSCO,2019 q1,4520,0.6155513569127853,Mr. Andrew J. Nowinski,0.3093663907512705,male,Piper Sandler Companies,"('CSCO', '2019 q1')",0.0
19237,FFIV,2019 q1,4520,0.607006312466976,Mr. Andrew J. Nowinski,0.18896205300047,male,Piper Sandler Companies,"('FFIV', '2019 q1')",0.0
19238,JNPR,2019 q1,4520,0.5492727362214908,Mr. Andrew J. Nowinski,0.6664124656495395,male,Piper Sandler Companies,"('JNPR', '2019 q1')",0.03333333507180214
19239,ANET,2019 q1,4520,0.4729190458995526,Mr. Paul J. Silverstein,0.1200662596430178,male,Cowen and Company,"('ANET', '2019 q1')",0.0
19240,CSCO,2019 q1,4520,0.6155513569127853,Mr. Paul J. Silverstein,0.1590273626901044,male,Cowen and Company,"('CSCO', '2019 q1')",0.0
19241,FFIV,2019 q1,4520,0.607006312466976,Mr. Paul J. Silverstein,0.2573103052809439,male,Cowen and Company,"('FFIV', '2019 q1')",0.037721965461969376
19242,JNPR,2019 q1,4520,0.5492727362214908,Mr. Paul J. Silverstein,0.1904651059987286,male,Cowen and Company,"('JNPR', '2019 q1')",0.0
19243,MSI,2019 q1,4520,0.7057340817437233,Mr. Paul J. Silverstein,0.4885182339071648,male,Cowen and Company,"('MSI', '2019 q1')",0.01624010130763054
19244,APH,2019 q1,4520,0.7983894050872231,Mr. Seth Sherwood,0.731925258116977,male,"Morningstar, Inc.","('APH', '2019 q1')",0.0
19245,GLW,2019 q1,4520,0.8169505376739536,Mr. Seth Sherwood,0.7162303108829773,male,"Morningstar, Inc.","('GLW', '2019 q1')",0.0
19246,MSI,2019 q1,4520,0.7057340817437233,Mr. Seth Sherwood,0.573866235687378,male,"Morningstar, Inc.","('MSI', '2019 q1')",0.009463082300499082
19247,STX,2019 q1,4520,0.7447755859110703,Mr. Seth Sherwood,0.8597805290209131,male,"Morningstar, Inc.","('STX', '2019 q1')",0.0
19248,TEL,2019 q1,4520,0.588192429864034,Mr. Seth Sherwood,0.6905033396793012,male,"Morningstar, Inc.","('TEL', '2019 q1')",0.0
19249,WDC,2019 q1,4520,0.6282863991311025,Mr. Seth Sherwood,0.5653270979441138,male,"Morningstar, Inc.","('WDC', '2019 q1')",0.0
19250,APH,2019 q1,4520,0.7983894050872231,Craig M. Hettenbach,0.601318012253067,male,Morgan Stanley,"('APH', '2019 q1')",0.0
19251,TEL,2019 q1,4520,0.588192429864034,Craig M. Hettenbach,0.3367864364938383,male,Morgan Stanley,"('TEL', '2019 q1')",0.0
19252,APH,2019 q1,4520,0.7983894050872231,"Mr. Amit J. Daryanani, CFA",0.6034987872516452,male,RBC Capital Markets,"('APH', '2019 q1')",0.0
19253,TEL,2019 q1,4520,0.588192429864034,"Mr. Amit J. Daryanani, CFA",0.3712385224286865,male,RBC Capital Markets,"('TEL', '2019 q1')",0.0
19254,WDC,2019 q1,4520,0.6282863991311025,"Mr. Amit J. Daryanani, CFA",0.2632178191373033,male,RBC Capital Markets,"('WDC', '2019 q1')",0.0
19255,APH,2019 q1,4520,0.7983894050872231,"Mr. Richard M. Kwas, CFA",0.740396716474071,male,"Wells Fargo Securities, LLC","('APH', '2019 q1')",0.005548363551497459
19256,TEL,2019 q1,4520,0.588192429864034,"Mr. Richard M. Kwas, CFA",0.3300302745347384,male,"Wells Fargo Securities, LLC","('TEL', '2019 q1')",0.0
19257,CDW,2019 q1,4520,0.5389157457467484,David Holt,0.7022584667757966,male,CFRA Equity Research,"('CDW', '2019 q1')",0.0
19258,FLIR,2019 q1,4520,0.8159469334328597,David Holt,0.804522967897279,male,CFRA Equity Research,"('FLIR', '2019 q1')",0.005499843042343855
19259,TEL,2019 q1,4520,0.588192429864034,David Holt,0.6809925898639984,male,CFRA Equity Research,"('TEL', '2019 q1')",0.0
19260,ZBRA,2019 q1,4520,0.5837307436964005,David Holt,0.7172184955100381,male,CFRA Equity Research,"('ZBRA', '2019 q1')",0.0
19261,CDW,2019 q1,4520,0.5389157457467484,"Keith M. Housum, CPA",0.4389730902840401,male,Northcoast Research,"('CDW', '2019 q1')",0.012377120554447174
19262,MSI,2019 q1,4520,0.7057340817437233,"Keith M. Housum, CPA",0.3451493871419072,male,Northcoast Research,"('MSI', '2019 q1')",0.0
19263,ZBRA,2019 q1,4520,0.5837307436964005,"Keith M. Housum, CPA",0.3060792841483991,male,Northcoast Research,"('ZBRA', '2019 q1')",0.0038628637169798217
19264,CDW,2019 q1,4520,0.5389157457467484,"Elliott L. Schlang, CFA",0.3809253894834877,male,Great Lakes/Wellington Shields,"('CDW', '2019 q1')",0.010447151958942413
19265,ZBRA,2019 q1,4520,0.5837307436964005,"Elliott L. Schlang, CFA",0.3226224553488083,male,Great Lakes/Wellington Shields,"('ZBRA', '2019 q1')",0.03580715134739876
19266,CSCO,2019 q1,4520,0.6155513569127853,SADIF Research,0.9711648450215784,Not a person,Sadif Analytics Prime,"('CSCO', '2019 q1')",0.9686005115509033
19267,FFIV,2019 q1,4520,0.607006312466976,SADIF Research,0.963106653970738,Not a person,Sadif Analytics Prime,"('FFIV', '2019 q1')",0.9544321298599243
19268,GLW,2019 q1,4520,0.8169505376739536,SADIF Research,0.975731458389131,Not a person,Sadif Analytics Prime,"('GLW', '2019 q1')",0.947548508644104
19269,HPE (1),2019 q1,4520,0.6555236232311302,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HPE (1)', '2019 q1')",0.9705657362937927
19270,STX,2019 q1,4520,0.7447755859110703,SADIF Research,0.9578068618891245,Not a person,Sadif Analytics Prime,"('STX', '2019 q1')",0.9208848476409912
19271,CSCO,2019 q1,4520,0.6155513569127853,Mr. Michael E. Genovese,0.2589522373875952,male,MKM Partners,"('CSCO', '2019 q1')",0.021126436069607735
19272,FFIV,2019 q1,4520,0.607006312466976,Mr. Michael E. Genovese,0.1545973577957212,male,MKM Partners,"('FFIV', '2019 q1')",0.07166831940412521
19273,JNPR,2019 q1,4520,0.5492727362214908,Mr. Michael E. Genovese,0.2246626588608827,male,MKM Partners,"('JNPR', '2019 q1')",0.03720149025321007
19274,MSI,2019 q1,4520,0.7057340817437233,Mr. Michael E. Genovese,0.3626617708194103,male,MKM Partners,"('MSI', '2019 q1')",0.09917597472667694
19275,CSCO,2019 q1,4520,0.6155513569127853,Mr. Tal Liani,0.2492636697231872,male,BofA Global Research,"('CSCO', '2019 q1')",0.0
19276,FFIV,2019 q1,4520,0.607006312466976,Mr. Tal Liani,0.2618941145090541,male,BofA Global Research,"('FFIV', '2019 q1')",0.0
19277,JNPR,2019 q1,4520,0.5492727362214908,Mr. Tal Liani,0.2883318084590349,male,BofA Global Research,"('JNPR', '2019 q1')",0.015989765524864197
19278,CSCO,2019 q1,4520,0.6155513569127853,Credit Suisse Global Product Marketing,0.5732781899087497,Not a person,Credit Suisse,"('CSCO', '2019 q1')",0.0
19279,MSI,2019 q1,4520,0.7057340817437233,Credit Suisse Global Product Marketing,0.9119137143877772,Not a person,Credit Suisse,"('MSI', '2019 q1')",0.0
19280,CSCO,2019 q1,4520,0.6155513569127853,Mr. Ittai Kidron,0.1892620371960825,male,"Oppenheimer & Co., Inc.","('CSCO', '2019 q1')",0.0
19281,FFIV,2019 q1,4520,0.607006312466976,George M. Iwanyc,0.1723065697565778,male,"Oppenheimer & Co., Inc.","('FFIV', '2019 q1')",0.0
19282,HPE (1),2019 q1,4520,0.6555236232311302,George M. Iwanyc,0.306145398840914,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2019 q1')",0.0
19283,JNPR,2019 q1,4520,0.5492727362214908,George M. Iwanyc,0.2085535729910393,male,"Oppenheimer & Co., Inc.","('JNPR', '2019 q1')",0.0
19284,FFIV,2019 q1,4520,0.607006312466976,Ms. Catharine A. Trebnick,0.1739689910971785,female,Colliers Securities,"('FFIV', '2019 q1')",0.01658533327281475
19285,FFIV,2019 q1,4520,0.607006312466976,"Mr. Jason N. Ader, CFA",0.2643455693834607,male,William Blair & Company,"('FFIV', '2019 q1')",0.0
19286,NTAP,2019 q1,4520,0.6472798250465068,"Mr. Jason N. Ader, CFA",0.3402381873178102,male,William Blair & Company,"('NTAP', '2019 q1')",0.0
19287,FFIV,2019 q1,4520,0.607006312466976,Mr. Ali Mogharabi,0.595704934708885,male,"Morningstar, Inc.","('FFIV', '2019 q1')",0.0
19288,JNPR,2019 q1,4520,0.5492727362214908,Mr. Ali Mogharabi,0.6561701004190594,male,"Morningstar, Inc.","('JNPR', '2019 q1')",0.0
19289,FLIR,2019 q1,4520,0.8159469334328597,Michael Ciarmoli,0.6852352567155524,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2019 q1')",0.0
19290,FLIR,2019 q1,4520,0.8159469334328597,Mr. Saliq Khan,0.6108375528830084,male,"Imperial Capital, LLC","('FLIR', '2019 q1')",0.0
19291,ZBRA,2019 q1,4520,0.5837307436964005,Mr. Saliq Khan,0.3529709900513211,male,"Imperial Capital, LLC","('ZBRA', '2019 q1')",0.0
19292,GLW,2019 q1,4520,0.8169505376739536,Mr. Andrew P. Uerkwitz,0.4365550376777352,male,"Oppenheimer & Co., Inc.","('GLW', '2019 q1')",0.0
19293,GLW,2019 q1,4520,0.8169505376739536,Mehdi Hosseini,0.7061879103974144,male,Susquehanna Financial Group LLLP,"('GLW', '2019 q1')",0.0
19294,HPE (1),2019 q1,4520,0.6555236232311302,Mehdi Hosseini,0.6388611410484417,male,Susquehanna Financial Group LLLP,"('HPE (1)', '2019 q1')",0.0
19295,NTAP,2019 q1,4520,0.6472798250465068,Mehdi Hosseini,0.7305874457120373,male,Susquehanna Financial Group LLLP,"('NTAP', '2019 q1')",0.0
19296,STX,2019 q1,4520,0.7447755859110703,Mehdi Hosseini,0.7138309642796463,male,Susquehanna Financial Group LLLP,"('STX', '2019 q1')",0.0
19297,WDC,2019 q1,4520,0.6282863991311025,Mehdi Hosseini,0.6024805327274873,male,Susquehanna Financial Group LLLP,"('WDC', '2019 q1')",0.0
19298,GLW,2019 q1,4520,0.8169505376739536,Research Department,0.5167876432564571,Not a person,Trefis,"('GLW', '2019 q1')",0.0
19299,HPQ,2019 q1,4520,0.7624291476686422,Mr. David Ryzhik,0.6775429902206368,male,Susquehanna Financial Group LLLP,"('HPQ', '2019 q1')",0.03333333507180214
19300,IPGP,2019 q1,4520,0.5912013707897058,Mr. David Ryzhik,0.7284399769690509,male,Susquehanna Financial Group LLLP,"('IPGP', '2019 q1')",0.0
19301,IPGP,2019 q1,4520,0.5912013707897058,Mr. Thomas Hayes,0.3737556812312806,male,Northcoast Research,"('IPGP', '2019 q1')",0.0
19302,IPGP,2019 q1,4520,0.5912013707897058,Mr. Mark Miller,0.3833886269168864,male,The Benchmark Company LLC,"('IPGP', '2019 q1')",0.0
19303,STX,2019 q1,4520,0.7447755859110703,Mr. Mark Miller,0.3562155754783687,male,The Benchmark Company LLC,"('STX', '2019 q1')",0.0
19304,WDC,2019 q1,4520,0.6282863991311025,Mr. Mark Miller,0.2134779760158004,male,The Benchmark Company LLC,"('WDC', '2019 q1')",0.0
19305,IPGP,2019 q1,4520,0.5912013707897058,Michael Feniger,0.5570523208997784,male,BofA Global Research,"('IPGP', '2019 q1')",0.0
19306,IPGP,2019 q1,4520,0.5912013707897058,Mr. Jed E. Dorsheimer,0.5374368463775535,male,Canaccord Genuity,"('IPGP', '2019 q1')",0.0
19307,KEYS,2019 q1,4520,0.5399035860159878,Mr. John W. Pitzer,0.5399035860159875,male,Credit Suisse,"('KEYS', '2019 q1')",0.0
19308,NTAP,2019 q1,4520,0.6472798250465068,Mr. Karl F. Ackerman,0.2854042343816839,male,Cowen and Company,"('NTAP', '2019 q1')",0.0
19309,WDC,2019 q1,4520,0.6282863991311025,Mr. Karl F. Ackerman,0.178427829942087,male,Cowen and Company,"('WDC', '2019 q1')",0.0
19310,NTAP,2019 q1,4520,0.6472798250465068,Eric Martinuzzi,0.2350683054559214,male,Lake Street Capital Markets,"('NTAP', '2019 q1')",0.0
19311,STX,2019 q1,4520,0.7447755859110703,"Mr. Sidney Ho, CFA",0.8155553015443668,male,Deutsche Bank,"('STX', '2019 q1')",0.0
19312,WDC,2019 q1,4520,0.6282863991311025,"Mr. Sidney Ho, CFA",0.7250076967794272,male,Deutsche Bank,"('WDC', '2019 q1')",0.0
19313,STX,2019 q1,4520,0.7447755859110703,Christian D. Schwab,0.3566446877286782,male,Craig Hallum,"('STX', '2019 q1')",0.011144907213747501
19314,WDC,2019 q1,4520,0.6282863991311025,Christian D. Schwab,0.2981880726146299,male,Craig Hallum,"('WDC', '2019 q1')",0.0
19315,TEL,2019 q1,4520,0.588192429864034,Mr. Joseph C. Giordano,0.5249779838153609,male,Cowen and Company,"('TEL', '2019 q1')",0.019598497077822685
19316,TEL,2019 q1,4520,0.588192429864034,Christopher D. Glynn,0.2947368956648532,male,"Oppenheimer & Co., Inc.","('TEL', '2019 q1')",0.0
19317,WDC,2019 q1,4520,0.6282863991311025,Ana Goshko,0.5591629385029726,female,BofA Global Research,"('WDC', '2019 q1')",0.03333333507180214
19318,WDC,2019 q1,4520,0.6282863991311025,Kinngai Chan,0.2185362155361357,male,Summit Insights Group,"('WDC', '2019 q1')",0.0
19319,WDC,2019 q1,4520,0.6282863991311025,Mr. C.J. Muse,0.3810245227224675,male,EVERCORE ISI,"('WDC', '2019 q1')",0.0
19320,ZBRA,2019 q1,4520,0.5837307436964005,Mr. Andrew E. E. Buscaglia,0.6189101991220828,male,Berenberg,"('ZBRA', '2019 q1')",0.03333333507180214
19321,ZBRA,2019 q1,4520,0.5837307436964005,"Brian P. Drab, CFA",0.4469723367456191,male,William Blair & Company,"('ZBRA', '2019 q1')",0.0
19322,AAPL,2019 q2,4520,0.5630766263744531,Wamsi Mohan,0.2585840334859526,male,BofA Global Research,"('AAPL', '2019 q2')",0.006666667014360428
19323,APH,2019 q2,4520,0.7317440752600017,Wamsi Mohan,0.6077571223076363,male,BofA Global Research,"('APH', '2019 q2')",0.0
19324,GLW,2019 q2,4520,0.6483946885794905,Wamsi Mohan,0.3808646585464522,male,BofA Global Research,"('GLW', '2019 q2')",0.0
19325,HPE (1),2019 q2,4520,0.6547157224184216,Wamsi Mohan,0.4164742568057398,male,BofA Global Research,"('HPE (1)', '2019 q2')",0.0
19326,HPQ,2019 q2,4520,0.6433083680539005,Wamsi Mohan,0.4290762905399504,male,BofA Global Research,"('HPQ', '2019 q2')",0.0
19327,NTAP,2019 q2,4520,0.3751265542573074,Wamsi Mohan,0.2890449371256097,male,BofA Global Research,"('NTAP', '2019 q2')",0.013077039271593094
19328,STX,2019 q2,4520,0.5809014492817395,Wamsi Mohan,0.2549469978328653,male,BofA Global Research,"('STX', '2019 q2')",0.0
19329,TEL,2019 q2,4520,0.7100195494064938,Wamsi Mohan,0.5125890168399206,male,BofA Global Research,"('TEL', '2019 q2')",0.0
19330,WDC,2019 q2,4520,0.5181238949980198,Wamsi Mohan,0.3004272249264602,male,BofA Global Research,"('WDC', '2019 q2')",0.0
19331,AAPL,2019 q2,4520,0.5630766263744531,"Mr. Steven M. Milunovich, CFA",0.2030813607417597,male,Wolfe Research,"('AAPL', '2019 q2')",0.0
19332,ANET,2019 q2,4520,0.3725504337407241,"Mr. Steven M. Milunovich, CFA",0.1424231986541198,male,Wolfe Research,"('ANET', '2019 q2')",0.02576879784464836
19333,HPE (1),2019 q2,4520,0.6547157224184216,"Mr. Steven M. Milunovich, CFA",0.3211464364344426,male,Wolfe Research,"('HPE (1)', '2019 q2')",0.0
19334,HPQ,2019 q2,4520,0.6433083680539005,"Mr. Steven M. Milunovich, CFA",0.3812410772895992,male,Wolfe Research,"('HPQ', '2019 q2')",0.0
19335,NTAP,2019 q2,4520,0.3751265542573074,"Mr. Steven M. Milunovich, CFA",0.1032391476521388,male,Wolfe Research,"('NTAP', '2019 q2')",0.0
19336,AAPL,2019 q2,4520,0.5630766263744531,Mr. Matthew N. Cabral,0.4719478125157372,male,Credit Suisse,"('AAPL', '2019 q2')",0.0
19337,CDW,2019 q2,4520,0.6499230429807825,Mr. Matthew N. Cabral,0.2582459830425074,male,Credit Suisse,"('CDW', '2019 q2')",0.0
19338,NTAP,2019 q2,4520,0.3751265542573074,Mr. Matthew N. Cabral,0.0930657667550328,male,Credit Suisse,"('NTAP', '2019 q2')",0.0
19339,AAPL,2019 q2,4520,0.5630766263744531,Mr. Abhinav Davuluri,0.7673552517271037,male,"Morningstar, Inc.","('AAPL', '2019 q2')",0.020000001043081285
19340,AAPL,2019 q2,4520,0.5630766263744531,Walter Piecyk,0.2220331940416519,male,BTIG,"('AAPL', '2019 q2')",0.0
19341,MSI,2019 q2,4520,0.7011882872871316,Walter Piecyk,0.4768096288346336,male,BTIG,"('MSI', '2019 q2')",0.0
19342,AAPL,2019 q2,4520,0.5630766263744531,"Ms. Angelo Zino, CFA",0.611289252595656,female,CFRA Equity Research,"('AAPL', '2019 q2')",0.0
19343,HPE (1),2019 q2,4520,0.6547157224184216,"Ms. Angelo Zino, CFA",0.7062799896483769,female,CFRA Equity Research,"('HPE (1)', '2019 q2')",0.0
19344,HPQ,2019 q2,4520,0.6433083680539005,"Ms. Angelo Zino, CFA",0.5461696785714117,female,CFRA Equity Research,"('HPQ', '2019 q2')",0.0
19345,NTAP,2019 q2,4520,0.3751265542573074,"Ms. Angelo Zino, CFA",0.702530264791542,female,CFRA Equity Research,"('NTAP', '2019 q2')",0.0
19346,WDC,2019 q2,4520,0.5181238949980198,"Ms. Angelo Zino, CFA",0.6889626943770658,female,CFRA Equity Research,"('WDC', '2019 q2')",0.0
19347,AAPL,2019 q2,4520,0.5630766263744531,Mr. Krish Sankar,0.1696941489271227,male,Cowen and Company,"('AAPL', '2019 q2')",0.0
19348,AAPL,2019 q2,4520,0.5630766263744531,Derek Harris,0.5436573471265878,male,BofA Global Research,"('AAPL', '2019 q2')",0.03036367893218994
19349,AAPL,2019 q2,4520,0.5630766263744531,Mr. Erwan Rambourg,0.3748642972774861,male,HSBC,"('AAPL', '2019 q2')",0.022222223381201427
19350,AAPL,2019 q2,4520,0.5630766263744531,Michael J. Olson,0.3643096540154394,male,Piper Sandler Companies,"('AAPL', '2019 q2')",0.0
19351,AAPL,2019 q2,4520,0.5630766263744531,"Mr. Amit J. Daryanani, CFA",0.1964392014828088,male,EVERCORE ISI,"('AAPL', '2019 q2')",0.0
19352,APH,2019 q2,4520,0.7317440752600017,"Mr. Amit J. Daryanani, CFA",0.5382119640282342,male,EVERCORE ISI,"('APH', '2019 q2')",0.0
19353,AAPL,2019 q2,4520,0.5630766263744531,Research Department,0.606489164440399,Not a person,Sunwah Kingsway,"('AAPL', '2019 q2')",0.0
19354,AAPL,2019 q2,4520,0.5630766263744531,Research Department,0.606489164440399,Not a person,Trefis,"('AAPL', '2019 q2')",0.0
19355,GLW,2019 q2,4520,0.6483946885794905,Research Department,0.4307066314748308,Not a person,Sunwah Kingsway,"('GLW', '2019 q2')",0.0
19356,GLW,2019 q2,4520,0.6483946885794905,Research Department,0.4307066314748308,Not a person,Trefis,"('GLW', '2019 q2')",0.0
19357,AAPL,2019 q2,4520,0.5630766263744531,"Timothy K. Horan, CFA",0.3831770449216188,male,"Oppenheimer & Co., Inc.","('AAPL', '2019 q2')",0.012438991107046604
19358,AAPL,2019 q2,4520,0.5630766263744531,Ms. Katy L. Huberty,0.1936087038736786,female,Morgan Stanley,"('AAPL', '2019 q2')",0.0
19359,HPE (1),2019 q2,4520,0.6547157224184216,Ms. Katy L. Huberty,0.3402863218899222,female,Morgan Stanley,"('HPE (1)', '2019 q2')",0.0
19360,HPQ,2019 q2,4520,0.6433083680539005,Ms. Katy L. Huberty,0.3074484999200164,female,Morgan Stanley,"('HPQ', '2019 q2')",0.0
19361,NTAP,2019 q2,4520,0.3751265542573074,Ms. Katy L. Huberty,0.1682246232532818,female,Morgan Stanley,"('NTAP', '2019 q2')",0.0
19362,STX,2019 q2,4520,0.5809014492817395,Ms. Katy L. Huberty,0.2940210998688394,female,Morgan Stanley,"('STX', '2019 q2')",0.0
19363,AAPL,2019 q2,4520,0.5630766263744531,"T. Michael T. Walkley, CPA",0.1654175164133719,male,Canaccord Genuity,"('AAPL', '2019 q2')",0.00918066967278719
19364,AAPL,2019 q2,4520,0.5630766263744531,Mr. Nehal S. Chokshi,0.2826082515496261,male,Maxim Group,"('AAPL', '2019 q2')",0.02041054517030716
19365,HPE (1),2019 q2,4520,0.6547157224184216,Mr. Nehal S. Chokshi,0.311441240372152,male,Maxim Group,"('HPE (1)', '2019 q2')",0.0
19366,NTAP,2019 q2,4520,0.3751265542573074,Mr. Nehal S. Chokshi,0.153606152511999,male,Maxim Group,"('NTAP', '2019 q2')",0.0
19367,STX,2019 q2,4520,0.5809014492817395,Mr. Nehal S. Chokshi,0.3995079826257031,male,Maxim Group,"('STX', '2019 q2')",0.0
19368,WDC,2019 q2,4520,0.5181238949980198,Mr. Nehal S. Chokshi,0.1522485125735808,male,Maxim Group,"('WDC', '2019 q2')",0.0
19369,AAPL,2019 q2,4520,0.5630766263744531,"Shebly Seyrafi, CFA",0.4211037725801494,male,FBN Securities,"('AAPL', '2019 q2')",0.0
19370,ANET,2019 q2,4520,0.3725504337407241,"Shebly Seyrafi, CFA",0.2270751837701849,male,FBN Securities,"('ANET', '2019 q2')",0.0
19371,CSCO,2019 q2,4520,0.6083113270137133,"Shebly Seyrafi, CFA",0.5741444773588633,male,FBN Securities,"('CSCO', '2019 q2')",0.03333333507180214
19372,NTAP,2019 q2,4520,0.3751265542573074,"Shebly Seyrafi, CFA",0.1666539770430005,male,FBN Securities,"('NTAP', '2019 q2')",0.0
19373,WDC,2019 q2,4520,0.5181238949980198,"Shebly Seyrafi, CFA",0.3379335917753531,male,FBN Securities,"('WDC', '2019 q2')",0.0
19374,AAPL,2019 q2,4520,0.5630766263744531,Mr. Jeriel Ong,0.1671351183651358,male,Deutsche Bank,"('AAPL', '2019 q2')",0.0
19375,HPQ,2019 q2,4520,0.6433083680539005,Mr. Jeriel Ong,0.257371277297572,male,Deutsche Bank,"('HPQ', '2019 q2')",0.0
19376,AAPL,2019 q2,4520,0.5630766263744531,SADIF Research,0.9747865268174076,Not a person,Sadif Analytics Prime,"('AAPL', '2019 q2')",0.9534857869148254
19377,CDW,2019 q2,4520,0.6499230429807825,SADIF Research,0.9908285059656424,Not a person,Sadif Analytics Prime,"('CDW', '2019 q2')",0.9788513779640198
19378,CSCO,2019 q2,4520,0.6083113270137133,SADIF Research,0.9498023347545076,Not a person,Sadif Analytics Prime,"('CSCO', '2019 q2')",0.9551839232444763
19379,FFIV,2019 q2,4520,0.6073799719728852,SADIF Research,0.9780422884377517,Not a person,Sadif Analytics Prime,"('FFIV', '2019 q2')",0.9543878436088562
19380,HPE (1),2019 q2,4520,0.6547157224184216,SADIF Research,0.9929133019080636,Not a person,Sadif Analytics Prime,"('HPE (1)', '2019 q2')",0.967151939868927
19381,IPGP,2019 q2,4520,0.7652161401502515,SADIF Research,0.9618846479600331,Not a person,Sadif Analytics Prime,"('IPGP', '2019 q2')",0.9432942867279053
19382,MSI,2019 q2,4520,0.7011882872871316,SADIF Research,0.9322690332355302,Not a person,Sadif Analytics Prime,"('MSI', '2019 q2')",0.96952885389328
19383,STX,2019 q2,4520,0.5809014492817395,SADIF Research,0.9490605466624368,Not a person,Sadif Analytics Prime,"('STX', '2019 q2')",0.919926106929779
19384,AAPL,2019 q2,4520,0.5630766263744531,Timothy O'Shea,0.1754381229562114,male,Jefferies,"('AAPL', '2019 q2')",0.0
19385,ANET,2019 q2,4520,0.3725504337407241,Mr. Keith Snyder,0.4597954557487643,male,CFRA Equity Research,"('ANET', '2019 q2')",0.0
19386,APH,2019 q2,4520,0.7317440752600017,Mr. Keith Snyder,0.7449540913345214,male,CFRA Equity Research,"('APH', '2019 q2')",0.0
19387,CSCO,2019 q2,4520,0.6083113270137133,Mr. Keith Snyder,0.480422335772084,male,CFRA Equity Research,"('CSCO', '2019 q2')",0.0
19388,FFIV,2019 q2,4520,0.6073799719728852,Mr. Keith Snyder,0.5407990325005682,male,CFRA Equity Research,"('FFIV', '2019 q2')",0.0
19389,GLW,2019 q2,4520,0.6483946885794905,Mr. Keith Snyder,0.6537497276744031,male,CFRA Equity Research,"('GLW', '2019 q2')",0.0
19390,JNPR,2019 q2,4520,0.6807690836581075,Mr. Keith Snyder,0.5749396828751697,male,CFRA Equity Research,"('JNPR', '2019 q2')",0.0
19391,MSI,2019 q2,4520,0.7011882872871316,Mr. Keith Snyder,0.6632810600862972,male,CFRA Equity Research,"('MSI', '2019 q2')",0.01056449053188165
19392,ANET,2019 q2,4520,0.3725504337407241,Mark Cash,0.3473355957568233,male,"Morningstar, Inc.","('ANET', '2019 q2')",0.0
19393,CSCO,2019 q2,4520,0.6083113270137133,Mark Cash,0.365689863023672,male,"Morningstar, Inc.","('CSCO', '2019 q2')",0.0
19394,FFIV,2019 q2,4520,0.6073799719728852,Mark Cash,0.4765103248894962,male,"Morningstar, Inc.","('FFIV', '2019 q2')",0.0
19395,HPE (1),2019 q2,4520,0.6547157224184216,Mark Cash,0.6245055497267101,male,"Morningstar, Inc.","('HPE (1)', '2019 q2')",0.0
19396,HPQ,2019 q2,4520,0.6433083680539005,Mark Cash,0.6110197297844256,male,"Morningstar, Inc.","('HPQ', '2019 q2')",0.0
19397,JNPR,2019 q2,4520,0.6807690836581075,Mark Cash,0.4979016765504153,male,"Morningstar, Inc.","('JNPR', '2019 q2')",0.0
19398,NTAP,2019 q2,4520,0.3751265542573074,Mark Cash,0.4589620807177036,male,"Morningstar, Inc.","('NTAP', '2019 q2')",0.0
19399,ANET,2019 q2,4520,0.3725504337407241,Mr. Andrew J. Nowinski,0.1405811257100481,male,Piper Sandler Companies,"('ANET', '2019 q2')",0.0
19400,CSCO,2019 q2,4520,0.6083113270137133,Mr. Andrew J. Nowinski,0.274842710866985,male,Piper Sandler Companies,"('CSCO', '2019 q2')",0.0
19401,FFIV,2019 q2,4520,0.6073799719728852,Mr. Andrew J. Nowinski,0.3292645763592901,male,Piper Sandler Companies,"('FFIV', '2019 q2')",0.0
19402,NTAP,2019 q2,4520,0.3751265542573074,Mr. Andrew J. Nowinski,0.3336350934055065,male,Piper Sandler Companies,"('NTAP', '2019 q2')",0.0
19403,ANET,2019 q2,4520,0.3725504337407241,Mr. Mitch T. Steves,0.1651386262743314,male,RBC Capital Markets,"('ANET', '2019 q2')",0.022222223381201427
19404,JNPR,2019 q2,4520,0.6807690836581075,Mr. Mitch T. Steves,0.8294673908046677,male,RBC Capital Markets,"('JNPR', '2019 q2')",0.01666666753590107
19405,WDC,2019 q2,4520,0.5181238949980198,Mr. Mitch T. Steves,0.1890537506974311,male,RBC Capital Markets,"('WDC', '2019 q2')",0.0
19406,ANET,2019 q2,4520,0.3725504337407241,Mr. Vijay Bhagavath,0.7914764168224168,male,Deutsche Bank,"('ANET', '2019 q2')",0.0
19407,CSCO,2019 q2,4520,0.6083113270137133,Mr. Vijay Bhagavath,0.265669487774958,male,Deutsche Bank,"('CSCO', '2019 q2')",0.0
19408,GLW,2019 q2,4520,0.6483946885794905,Mr. Vijay Bhagavath,0.4511791286834281,male,Deutsche Bank,"('GLW', '2019 q2')",0.0
19409,JNPR,2019 q2,4520,0.6807690836581075,Mr. Vijay Bhagavath,0.8304132480218825,male,Deutsche Bank,"('JNPR', '2019 q2')",0.0
19410,KEYS,2019 q2,4520,0.7603013132973622,Mr. Vijay Bhagavath,0.7603013132973622,male,Deutsche Bank,"('KEYS', '2019 q2')",0.03937859088182449
19411,MSI,2019 q2,4520,0.7011882872871316,Mr. Vijay Bhagavath,0.5783465288214409,male,Deutsche Bank,"('MSI', '2019 q2')",0.02967339816192786
19412,ANET,2019 q2,4520,0.3725504337407241,Mr. Michael E. Genovese,0.2048403763437031,male,MKM Partners,"('ANET', '2019 q2')",0.0495731495320797
19413,CSCO,2019 q2,4520,0.6083113270137133,Mr. Michael E. Genovese,0.4660082643768818,male,MKM Partners,"('CSCO', '2019 q2')",0.0
19414,JNPR,2019 q2,4520,0.6807690836581075,Mr. Michael E. Genovese,0.3255730271606818,male,MKM Partners,"('JNPR', '2019 q2')",0.06314877234399319
19415,MSI,2019 q2,4520,0.7011882872871316,Mr. Michael E. Genovese,0.3939974760317721,male,MKM Partners,"('MSI', '2019 q2')",0.07699086517095566
19416,ANET,2019 q2,4520,0.3725504337407241,Mr. George C. Notter,0.2220440830937234,male,Jefferies,"('ANET', '2019 q2')",0.026942621916532516
19417,CSCO,2019 q2,4520,0.6083113270137133,Mr. George C. Notter,0.5741444773588633,male,Jefferies,"('CSCO', '2019 q2')",0.03333333507180214
19418,FFIV,2019 q2,4520,0.6073799719728852,Mr. George C. Notter,0.7026188552432729,male,Jefferies,"('FFIV', '2019 q2')",0.03333333507180214
19419,GLW,2019 q2,4520,0.6483946885794905,Mr. George C. Notter,0.5955996667402967,male,Jefferies,"('GLW', '2019 q2')",0.03333333507180214
19420,MSI,2019 q2,4520,0.7011882872871316,Mr. George C. Notter,0.6615541606743504,male,Jefferies,"('MSI', '2019 q2')",0.03333333507180214
19421,ANET,2019 q2,4520,0.3725504337407241,Mr. Paul J. Silverstein,0.068474656412067,male,Cowen and Company,"('ANET', '2019 q2')",0.01752234809100628
19422,FFIV,2019 q2,4520,0.6073799719728852,Mr. Paul J. Silverstein,0.2491488295181699,male,Cowen and Company,"('FFIV', '2019 q2')",0.0
19423,JNPR,2019 q2,4520,0.6807690836581075,Mr. Paul J. Silverstein,0.4026125606722291,male,Cowen and Company,"('JNPR', '2019 q2')",0.0
19424,MSI,2019 q2,4520,0.7011882872871316,Mr. Paul J. Silverstein,0.3341776851981539,male,Cowen and Company,"('MSI', '2019 q2')",0.020777707919478416
19425,ANET,2019 q2,4520,0.3725504337407241,Mr. James E. Faucette,0.2512149758923604,male,Morgan Stanley,"('ANET', '2019 q2')",0.0
19426,CSCO,2019 q2,4520,0.6083113270137133,Mr. James E. Faucette,0.2126580217658633,male,Morgan Stanley,"('CSCO', '2019 q2')",0.0
19427,FFIV,2019 q2,4520,0.6073799719728852,Mr. James E. Faucette,0.2765414739648271,male,Morgan Stanley,"('FFIV', '2019 q2')",0.0
19428,GLW,2019 q2,4520,0.6483946885794905,Mr. James E. Faucette,0.4415712468725553,male,Morgan Stanley,"('GLW', '2019 q2')",0.0
19429,JNPR,2019 q2,4520,0.6807690836581075,Mr. James E. Faucette,0.5563645611575995,male,Morgan Stanley,"('JNPR', '2019 q2')",0.0
19430,ZBRA,2019 q2,4520,0.6486545837143305,Mr. James E. Faucette,0.4506903926575588,male,Morgan Stanley,"('ZBRA', '2019 q2')",0.0
19431,ANET,2019 q2,4520,0.3725504337407241,Erik L. Suppiger,0.0919172365031685,male,JMP Securities,"('ANET', '2019 q2')",0.0
19432,ANET,2019 q2,4520,0.3725504337407241,Mr. Tal Liani,0.2493882648055451,male,BofA Global Research,"('ANET', '2019 q2')",0.0
19433,CSCO,2019 q2,4520,0.6083113270137133,Mr. Tal Liani,0.2387440759937634,male,BofA Global Research,"('CSCO', '2019 q2')",0.0
19434,ANET,2019 q2,4520,0.3725504337407241,Sami Badri,0.134734326239988,male,Credit Suisse,"('ANET', '2019 q2')",0.0
19435,CSCO,2019 q2,4520,0.6083113270137133,Sami Badri,0.5091558769420237,male,Credit Suisse,"('CSCO', '2019 q2')",0.0
19436,FFIV,2019 q2,4520,0.6073799719728852,Sami Badri,0.4809665811349336,male,Credit Suisse,"('FFIV', '2019 q2')",0.0
19437,MSI,2019 q2,4520,0.7011882872871316,Sami Badri,0.5636856644100827,male,Credit Suisse,"('MSI', '2019 q2')",0.0
19438,ANET,2019 q2,4520,0.3725504337407241,"Mr. Jason N. Ader, CFA",0.0879969050912357,male,William Blair & Company,"('ANET', '2019 q2')",0.0
19439,CSCO,2019 q2,4520,0.6083113270137133,"Mr. Jason N. Ader, CFA",0.2074003028970238,male,William Blair & Company,"('CSCO', '2019 q2')",0.0
19440,APH,2019 q2,4520,0.7317440752600017,Mr. Seth Sherwood,0.7459477004171496,male,"Morningstar, Inc.","('APH', '2019 q2')",0.0
19441,GLW,2019 q2,4520,0.6483946885794905,Mr. Seth Sherwood,0.8882373721060471,male,"Morningstar, Inc.","('GLW', '2019 q2')",0.0
19442,MSI,2019 q2,4520,0.7011882872871316,Mr. Seth Sherwood,0.6193282449937699,male,"Morningstar, Inc.","('MSI', '2019 q2')",0.008749661967158318
19443,STX,2019 q2,4520,0.5809014492817395,Mr. Seth Sherwood,0.5809519446785173,male,"Morningstar, Inc.","('STX', '2019 q2')",0.0
19444,TEL,2019 q2,4520,0.7100195494064938,Mr. Seth Sherwood,0.8202911485677156,male,"Morningstar, Inc.","('TEL', '2019 q2')",0.0
19445,WDC,2019 q2,4520,0.5181238949980198,Mr. Seth Sherwood,0.5711533163793572,male,"Morningstar, Inc.","('WDC', '2019 q2')",0.03333333507180214
19446,ZBRA,2019 q2,4520,0.6486545837143305,Mr. Seth Sherwood,0.7371495161405139,male,"Morningstar, Inc.","('ZBRA', '2019 q2')",0.008170418441295624
19447,APH,2019 q2,4520,0.7317440752600017,Craig M. Hettenbach,0.5518305198170167,male,Morgan Stanley,"('APH', '2019 q2')",0.0
19448,TEL,2019 q2,4520,0.7100195494064938,Craig M. Hettenbach,0.4294240978783802,male,Morgan Stanley,"('TEL', '2019 q2')",0.0
19449,APH,2019 q2,4520,0.7317440752600017,Mr. Joseph C. Giordano,0.7700615750886903,male,Cowen and Company,"('APH', '2019 q2')",0.0
19450,TEL,2019 q2,4520,0.7100195494064938,Mr. Joseph C. Giordano,0.771862286100494,male,Cowen and Company,"('TEL', '2019 q2')",0.0
19451,APH,2019 q2,4520,0.7317440752600017,"Mr. William S. Stein, CFA",0.4618460531888614,male,SunTrust Robinson Humphrey Capital Markets,"('APH', '2019 q2')",0.0
19452,CDW,2019 q2,4520,0.6499230429807825,"Keith M. Housum, CPA",0.3299443987434177,male,Northcoast Research,"('CDW', '2019 q2')",0.02103020204231143
19453,MSI,2019 q2,4520,0.7011882872871316,"Keith M. Housum, CPA",0.3766417553023091,male,Northcoast Research,"('MSI', '2019 q2')",0.0
19454,ZBRA,2019 q2,4520,0.6486545837143305,"Keith M. Housum, CPA",0.3191323853360756,male,Northcoast Research,"('ZBRA', '2019 q2')",0.0
19455,CDW,2019 q2,4520,0.6499230429807825,"Elliott L. Schlang, CFA",0.3457433775803311,male,Great Lakes/Wellington Shields,"('CDW', '2019 q2')",0.0
19456,ZBRA,2019 q2,4520,0.6486545837143305,"Elliott L. Schlang, CFA",0.3870181349140608,male,Great Lakes/Wellington Shields,"('ZBRA', '2019 q2')",0.02887752838432789
19457,CDW,2019 q2,4520,0.6499230429807825,David Holt,0.7169141138178992,male,CFRA Equity Research,"('CDW', '2019 q2')",0.0
19458,FLIR,2019 q2,4520,0.5694109421595357,David Holt,0.6948096139363346,male,CFRA Equity Research,"('FLIR', '2019 q2')",0.005526235094293952
19459,TEL,2019 q2,4520,0.7100195494064938,David Holt,0.7098672468764661,male,CFRA Equity Research,"('TEL', '2019 q2')",0.0
19460,ZBRA,2019 q2,4520,0.6486545837143305,David Holt,0.722508111077414,male,CFRA Equity Research,"('ZBRA', '2019 q2')",0.0
19461,CDW,2019 q2,4520,0.6499230429807825,Ms. Maggie Nolan,0.4348391451649913,female,William Blair & Company,"('CDW', '2019 q2')",0.0
19462,CDW,2019 q2,4520,0.6499230429807825,Credit Suisse Global Product Marketing,0.6878734225989819,Not a person,Credit Suisse,"('CDW', '2019 q2')",0.0
19463,CSCO,2019 q2,4520,0.6083113270137133,Mr. Krishna BS,0.5188383890469218,male,Crispidea,"('CSCO', '2019 q2')",0.0
19464,HPE (1),2019 q2,4520,0.6547157224184216,Mr. Krishna BS,0.661947445023428,male,Crispidea,"('HPE (1)', '2019 q2')",0.0
19465,HPQ,2019 q2,4520,0.6433083680539005,Mr. Krishna BS,0.8079631881131073,male,Crispidea,"('HPQ', '2019 q2')",0.0
19466,CSCO,2019 q2,4520,0.6083113270137133,Mita Mehta,0.6169659853048206,female,Crispidea,"('CSCO', '2019 q2')",0.1076318807899952
19467,CSCO,2019 q2,4520,0.6083113270137133,Mr. Ittai Kidron,0.2441816529953015,male,"Oppenheimer & Co., Inc.","('CSCO', '2019 q2')",0.01043122261762619
19468,FFIV,2019 q2,4520,0.6073799719728852,George M. Iwanyc,0.1990380400739087,male,"Oppenheimer & Co., Inc.","('FFIV', '2019 q2')",0.0
19469,HPE (1),2019 q2,4520,0.6547157224184216,George M. Iwanyc,0.2903679242749785,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2019 q2')",0.0
19470,FLIR,2019 q2,4520,0.5694109421595357,Mr. Jeffrey T. Kessler,0.413952567358387,male,"Imperial Capital, LLC","('FLIR', '2019 q2')",0.01487990003079176
19471,ZBRA,2019 q2,4520,0.6486545837143305,Mr. Jeffrey T. Kessler,0.2881609535414409,male,"Imperial Capital, LLC","('ZBRA', '2019 q2')",0.0
19472,FLIR,2019 q2,4520,0.5694109421595357,Michael Ciarmoli,0.5093221040241037,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2019 q2')",0.0
19473,GLW,2019 q2,4520,0.6483946885794905,Mr. Andrew P. Uerkwitz,0.3701746713276709,male,"Oppenheimer & Co., Inc.","('GLW', '2019 q2')",0.0
19474,HPQ,2019 q2,4520,0.6433083680539005,Mr. David Ryzhik,0.819860296599292,male,Susquehanna Financial Group LLLP,"('HPQ', '2019 q2')",0.0
19475,IPGP,2019 q2,4520,0.7652161401502515,Mr. David Ryzhik,0.8252983634881669,male,Susquehanna Financial Group LLLP,"('IPGP', '2019 q2')",0.0
19476,IPGP,2019 q2,4520,0.7652161401502515,Mr. Jed E. Dorsheimer,0.6377755356443106,male,Canaccord Genuity,"('IPGP', '2019 q2')",0.0
19477,IPGP,2019 q2,4520,0.7652161401502515,Michael Feniger,0.6607289775210857,male,BofA Global Research,"('IPGP', '2019 q2')",0.03333333507180214
19478,IPGP,2019 q2,4520,0.7652161401502515,Mr. Mark Miller,0.5143242212451807,male,The Benchmark Company LLC,"('IPGP', '2019 q2')",0.0
19479,STX,2019 q2,4520,0.5809014492817395,Mr. Mark Miller,0.2325578331248346,male,The Benchmark Company LLC,"('STX', '2019 q2')",0.0
19480,WDC,2019 q2,4520,0.5181238949980198,Mr. Mark Miller,0.1866919904324702,male,The Benchmark Company LLC,"('WDC', '2019 q2')",0.0
19481,IPGP,2019 q2,4520,0.7652161401502515,Mr. Thomas Hayes,0.4983098706856793,male,Northcoast Research,"('IPGP', '2019 q2')",0.0
19482,KEYS,2019 q2,4520,0.7603013132973622,Mr. John W. Pitzer,0.7603013132973622,male,Credit Suisse,"('KEYS', '2019 q2')",0.0
19483,NTAP,2019 q2,4520,0.3751265542573074,Mr. Karl F. Ackerman,0.1732038839494822,male,Cowen and Company,"('NTAP', '2019 q2')",0.0
19484,STX,2019 q2,4520,0.5809014492817395,Mr. Karl F. Ackerman,0.1644742131541777,male,Cowen and Company,"('STX', '2019 q2')",0.0
19485,NTAP,2019 q2,4520,0.3751265542573074,Eric Martinuzzi,0.1579300941561524,male,Lake Street Capital Markets,"('NTAP', '2019 q2')",0.0
19486,STX,2019 q2,4520,0.5809014492817395,"Mr. Sidney Ho, CFA",0.7554616678547075,male,Deutsche Bank,"('STX', '2019 q2')",0.0
19487,WDC,2019 q2,4520,0.5181238949980198,"Mr. Sidney Ho, CFA",0.3868552728273063,male,Deutsche Bank,"('WDC', '2019 q2')",0.0
19488,STX,2019 q2,4520,0.5809014492817395,Christian D. Schwab,0.1892245030863809,male,Craig Hallum,"('STX', '2019 q2')",0.0
19489,WDC,2019 q2,4520,0.5181238949980198,Christian D. Schwab,0.1964053567985653,male,Craig Hallum,"('WDC', '2019 q2')",0.0
19490,STX,2019 q2,4520,0.5809014492817395,Mehdi Hosseini,0.6379876627412499,male,Susquehanna Financial Group LLLP,"('STX', '2019 q2')",0.0
19491,WDC,2019 q2,4520,0.5181238949980198,Mehdi Hosseini,0.4541248376471798,male,Susquehanna Financial Group LLLP,"('WDC', '2019 q2')",0.006754701025784016
19492,STX,2019 q2,4520,0.5809014492817395,Mr. C.J. Muse,0.2402026454676007,male,EVERCORE ISI,"('STX', '2019 q2')",0.0
19493,TEL,2019 q2,4520,0.7100195494064938,Christopher D. Glynn,0.4903423201372224,male,"Oppenheimer & Co., Inc.","('TEL', '2019 q2')",0.0
19494,WDC,2019 q2,4520,0.5181238949980198,Ana Goshko,0.5711533163793572,female,BofA Global Research,"('WDC', '2019 q2')",0.03333333507180214
19495,WDC,2019 q2,4520,0.5181238949980198,Mr. Ed A. Parker,0.3673249676658881,male,BTIG,"('WDC', '2019 q2')",0.02233024127781391
19496,ZBRA,2019 q2,4520,0.6486545837143305,Mr. Andrew E. E. Buscaglia,0.3967783381283603,male,Berenberg,"('ZBRA', '2019 q2')",0.007370755076408386
19497,ZBRA,2019 q2,4520,0.6486545837143305,"Brian P. Drab, CFA",0.5111285096281991,male,William Blair & Company,"('ZBRA', '2019 q2')",0.0
19498,ZBRA,2019 q2,4520,0.6486545837143305,Morningstar ,0.8121979564266855,Not a person,"Morningstar, Inc.","('ZBRA', '2019 q2')",0.0
19499,AAPL,2019 q3,4520,0.6325900762192245,Mr. Krish Sankar,0.1575958019710003,male,Cowen and Company,"('AAPL', '2019 q3')",0.0
19500,AAPL,2019 q3,4520,0.6325900762192245,Mr. James E. Faucette,0.8150294585865159,male,Morgan Stanley,"('AAPL', '2019 q3')",0.0
19501,ANET,2019 q3,4520,0.5190594771358361,Mr. James E. Faucette,0.208179994341863,male,Morgan Stanley,"('ANET', '2019 q3')",0.0
19502,CSCO,2019 q3,4520,0.565653080463016,Mr. James E. Faucette,0.2831158237536335,male,Morgan Stanley,"('CSCO', '2019 q3')",0.0
19503,FFIV,2019 q3,4520,0.4597050753161344,Mr. James E. Faucette,0.3746563038522142,male,Morgan Stanley,"('FFIV', '2019 q3')",0.0
19504,GLW,2019 q3,4520,0.7687268656887343,Mr. James E. Faucette,0.5531227193524761,male,Morgan Stanley,"('GLW', '2019 q3')",0.0
19505,JNPR,2019 q3,4520,0.623179710650253,Mr. James E. Faucette,0.4634053020378142,male,Morgan Stanley,"('JNPR', '2019 q3')",0.0
19506,ZBRA,2019 q3,4520,0.6929932938156451,Mr. James E. Faucette,0.5215597445246465,male,Morgan Stanley,"('ZBRA', '2019 q3')",0.0
19507,AAPL,2019 q3,4520,0.6325900762192245,"Mr. Amit J. Daryanani, CFA",0.3467963131574969,male,EVERCORE ISI,"('AAPL', '2019 q3')",0.011111111690600714
19508,ANET,2019 q3,4520,0.5190594771358361,"Mr. Amit J. Daryanani, CFA",0.5244947085807159,male,EVERCORE ISI,"('ANET', '2019 q3')",0.03333333507180214
19509,APH,2019 q3,4520,0.7450326093810833,"Mr. Amit J. Daryanani, CFA",0.7266548061745621,male,EVERCORE ISI,"('APH', '2019 q3')",0.0
19510,CDW,2019 q3,4520,0.4876271808458586,"Mr. Amit J. Daryanani, CFA",0.6364994735470498,male,EVERCORE ISI,"('CDW', '2019 q3')",0.03333333507180214
19511,CSCO,2019 q3,4520,0.565653080463016,"Mr. Amit J. Daryanani, CFA",0.4739811440842719,male,EVERCORE ISI,"('CSCO', '2019 q3')",0.03333333507180214
19512,HPE (1),2019 q3,4520,0.6300780967603197,"Mr. Amit J. Daryanani, CFA",0.259827162392835,male,EVERCORE ISI,"('HPE (1)', '2019 q3')",0.0
19513,JNPR,2019 q3,4520,0.623179710650253,"Mr. Amit J. Daryanani, CFA",0.267457708206175,male,EVERCORE ISI,"('JNPR', '2019 q3')",0.0
19514,NTAP,2019 q3,4520,0.5893574020068337,"Mr. Amit J. Daryanani, CFA",0.2737894254262693,male,EVERCORE ISI,"('NTAP', '2019 q3')",0.011111111690600714
19515,AAPL,2019 q3,4520,0.6325900762192245,Mr. Matthew N. Cabral,0.3020410570175128,male,Credit Suisse,"('AAPL', '2019 q3')",0.0
19516,CDW,2019 q3,4520,0.4876271808458586,Mr. Matthew N. Cabral,0.2084257500681243,male,Credit Suisse,"('CDW', '2019 q3')",0.0
19517,HPE (1),2019 q3,4520,0.6300780967603197,Mr. Matthew N. Cabral,0.2367832533770694,male,Credit Suisse,"('HPE (1)', '2019 q3')",0.0
19518,NTAP,2019 q3,4520,0.5893574020068337,Mr. Matthew N. Cabral,0.2587715331169395,male,Credit Suisse,"('NTAP', '2019 q3')",0.0
19519,AAPL,2019 q3,4520,0.6325900762192245,Mr. Tim P. Long,0.5174191673681187,male,Barclays,"('AAPL', '2019 q3')",0.0
19520,CSCO,2019 q3,4520,0.565653080463016,Mr. Tim P. Long,0.533996662422811,male,Barclays,"('CSCO', '2019 q3')",0.0
19521,GLW,2019 q3,4520,0.7687268656887343,Mr. Tim P. Long,0.5460761152337871,male,Barclays,"('GLW', '2019 q3')",0.0
19522,HPE (1),2019 q3,4520,0.6300780967603197,Mr. Tim P. Long,0.5015747370099284,male,Barclays,"('HPE (1)', '2019 q3')",0.0
19523,HPQ,2019 q3,4520,0.7089113004459606,Mr. Tim P. Long,0.4458308033302275,male,Barclays,"('HPQ', '2019 q3')",0.0
19524,KEYS,2019 q3,4520,0.8194072983240902,Mr. Tim P. Long,0.6842188761106499,male,Barclays,"('KEYS', '2019 q3')",0.007541028317064047
19525,STX,2019 q3,4520,0.6140215848328088,Mr. Tim P. Long,0.6044986501497349,male,Barclays,"('STX', '2019 q3')",0.0
19526,AAPL,2019 q3,4520,0.6325900762192245,Heng Siong Kong,0.4547696151710985,male,Nomura,"('AAPL', '2019 q3')",0.03804886341094971
19527,AAPL,2019 q3,4520,0.6325900762192245,Wamsi Mohan,0.1230805613150006,male,BofA Global Research,"('AAPL', '2019 q3')",0.0
19528,APH,2019 q3,4520,0.7450326093810833,Wamsi Mohan,0.5444226705781134,male,BofA Global Research,"('APH', '2019 q3')",0.0
19529,GLW,2019 q3,4520,0.7687268656887343,Wamsi Mohan,0.4395683860204587,male,BofA Global Research,"('GLW', '2019 q3')",0.0
19530,HPE (1),2019 q3,4520,0.6300780967603197,Wamsi Mohan,0.2742091165323414,male,BofA Global Research,"('HPE (1)', '2019 q3')",0.0
19531,HPQ,2019 q3,4520,0.7089113004459606,Wamsi Mohan,0.3583976457705505,male,BofA Global Research,"('HPQ', '2019 q3')",0.0
19532,NTAP,2019 q3,4520,0.5893574020068337,Wamsi Mohan,0.3573103160845248,male,BofA Global Research,"('NTAP', '2019 q3')",0.010911172876755396
19533,STX,2019 q3,4520,0.6140215848328088,Wamsi Mohan,0.3215571741233022,male,BofA Global Research,"('STX', '2019 q3')",0.0
19534,TEL,2019 q3,4520,0.8084625322700691,Wamsi Mohan,0.6418167835751633,male,BofA Global Research,"('TEL', '2019 q3')",0.0
19535,WDC,2019 q3,4520,0.4929406243680463,Wamsi Mohan,0.2563640021227331,male,BofA Global Research,"('WDC', '2019 q3')",0.0
19536,AAPL,2019 q3,4520,0.6325900762192245,"Ms. Angelo Zino, CFA",0.5917909423838789,female,CFRA Equity Research,"('AAPL', '2019 q3')",0.0
19537,HPE (1),2019 q3,4520,0.6300780967603197,"Ms. Angelo Zino, CFA",0.6607949021648382,female,CFRA Equity Research,"('HPE (1)', '2019 q3')",0.0
19538,HPQ,2019 q3,4520,0.7089113004459606,"Ms. Angelo Zino, CFA",0.6106075071041177,female,CFRA Equity Research,"('HPQ', '2019 q3')",0.0
19539,NTAP,2019 q3,4520,0.5893574020068337,"Ms. Angelo Zino, CFA",0.692664282620551,female,CFRA Equity Research,"('NTAP', '2019 q3')",0.0
19540,STX,2019 q3,4520,0.6140215848328088,"Ms. Angelo Zino, CFA",0.6746111843210151,female,CFRA Equity Research,"('STX', '2019 q3')",0.0
19541,WDC,2019 q3,4520,0.4929406243680463,"Ms. Angelo Zino, CFA",0.6399093042081565,female,CFRA Equity Research,"('WDC', '2019 q3')",0.0
19542,AAPL,2019 q3,4520,0.6325900762192245,Mr. Andrew Vadheim,0.2553711515505344,male,Wolfe Research,"('AAPL', '2019 q3')",0.0
19543,ANET,2019 q3,4520,0.5190594771358361,Mr. Andrew Vadheim,0.4247394437656345,male,Wolfe Research,"('ANET', '2019 q3')",0.023204436525702477
19544,CSCO,2019 q3,4520,0.565653080463016,Mr. Andrew Vadheim,0.3904832339214759,male,Wolfe Research,"('CSCO', '2019 q3')",0.0
19545,HPE (1),2019 q3,4520,0.6300780967603197,Mr. Andrew Vadheim,0.3549815406494441,male,Wolfe Research,"('HPE (1)', '2019 q3')",0.0
19546,HPQ,2019 q3,4520,0.7089113004459606,Mr. Andrew Vadheim,0.5704188090178685,male,Wolfe Research,"('HPQ', '2019 q3')",0.010872291401028633
19547,NTAP,2019 q3,4520,0.5893574020068337,Mr. Andrew Vadheim,0.3569275928150006,male,Wolfe Research,"('NTAP', '2019 q3')",0.0
19548,AAPL,2019 q3,4520,0.6325900762192245,Ms. Katy L. Huberty,0.2589001029768775,female,Morgan Stanley,"('AAPL', '2019 q3')",0.0
19549,CDW,2019 q3,4520,0.4876271808458586,Ms. Katy L. Huberty,0.2843860308645681,female,Morgan Stanley,"('CDW', '2019 q3')",0.010672613978385925
19550,HPE (1),2019 q3,4520,0.6300780967603197,Ms. Katy L. Huberty,0.2622947587790326,female,Morgan Stanley,"('HPE (1)', '2019 q3')",0.0
19551,HPQ,2019 q3,4520,0.7089113004459606,Ms. Katy L. Huberty,0.3752016275145102,female,Morgan Stanley,"('HPQ', '2019 q3')",0.0
19552,NTAP,2019 q3,4520,0.5893574020068337,Ms. Katy L. Huberty,0.1972168401581345,female,Morgan Stanley,"('NTAP', '2019 q3')",0.0
19553,STX,2019 q3,4520,0.6140215848328088,Ms. Katy L. Huberty,0.2915642830787066,female,Morgan Stanley,"('STX', '2019 q3')",0.0063334302976727486
19554,AAPL,2019 q3,4520,0.6325900762192245,Ms. Akansha Agarwal,0.4764650528170398,female,Crispidea,"('AAPL', '2019 q3')",0.01666666753590107
19555,HPE (1),2019 q3,4520,0.6300780967603197,Ms. Akansha Agarwal,0.6422242783776073,female,Crispidea,"('HPE (1)', '2019 q3')",0.0
19556,HPQ,2019 q3,4520,0.7089113004459606,Ms. Akansha Agarwal,0.6238347546611377,female,Crispidea,"('HPQ', '2019 q3')",0.03333333507180214
19557,AAPL,2019 q3,4520,0.6325900762192245,Mr. Erwan Rambourg,0.5519554497158907,male,HSBC,"('AAPL', '2019 q3')",0.03333333507180214
19558,AAPL,2019 q3,4520,0.6325900762192245,Mr. Abhinav Davuluri,0.5342509737308786,male,"Morningstar, Inc.","('AAPL', '2019 q3')",0.011111111690600714
19559,AAPL,2019 q3,4520,0.6325900762192245,Mr. Jeriel Ong,0.2227491650086751,male,Deutsche Bank,"('AAPL', '2019 q3')",0.0
19560,HPQ,2019 q3,4520,0.7089113004459606,Mr. Jeriel Ong,0.5133753913600408,male,Deutsche Bank,"('HPQ', '2019 q3')",0.0
19561,AAPL,2019 q3,4520,0.6325900762192245,Mr. Nehal S. Chokshi,0.1407371805436487,male,Maxim Group,"('AAPL', '2019 q3')",0.0
19562,HPE (1),2019 q3,4520,0.6300780967603197,Mr. Nehal S. Chokshi,0.4190742383210259,male,Maxim Group,"('HPE (1)', '2019 q3')",0.0
19563,NTAP,2019 q3,4520,0.5893574020068337,Mr. Nehal S. Chokshi,0.2640510735017963,male,Maxim Group,"('NTAP', '2019 q3')",0.0
19564,STX,2019 q3,4520,0.6140215848328088,Mr. Nehal S. Chokshi,0.2677566764791482,male,Maxim Group,"('STX', '2019 q3')",0.0
19565,AAPL,2019 q3,4520,0.6325900762192245,Michael J. Olson,0.3059020817523031,male,Piper Sandler Companies,"('AAPL', '2019 q3')",0.0
19566,AAPL,2019 q3,4520,0.6325900762192245,Mr. Kyle Mcnealy,0.2739009461327429,male,Jefferies,"('AAPL', '2019 q3')",0.0
19567,AAPL,2019 q3,4520,0.6325900762192245,"T. Michael T. Walkley, CPA",0.2469050725146901,male,Canaccord Genuity,"('AAPL', '2019 q3')",0.010925949551165104
19568,AAPL,2019 q3,4520,0.6325900762192245,Kannan Venkateshwar,0.7236961203158551,male,Barclays,"('AAPL', '2019 q3')",0.012548134662210941
19569,AAPL,2019 q3,4520,0.6325900762192245,"Shebly Seyrafi, CFA",0.2750231339286358,male,FBN Securities,"('AAPL', '2019 q3')",0.0
19570,CSCO,2019 q3,4520,0.565653080463016,"Shebly Seyrafi, CFA",0.4739811440842719,male,FBN Securities,"('CSCO', '2019 q3')",0.03333333507180214
19571,NTAP,2019 q3,4520,0.5893574020068337,"Shebly Seyrafi, CFA",0.628547754364548,male,FBN Securities,"('NTAP', '2019 q3')",0.03333333507180214
19572,STX,2019 q3,4520,0.6140215848328088,"Shebly Seyrafi, CFA",0.1900964445131387,male,FBN Securities,"('STX', '2019 q3')",0.007570347283035517
19573,AAPL,2019 q3,4520,0.6325900762192245,Research Department,0.8657007275447184,Not a person,Trefis,"('AAPL', '2019 q3')",0.06109209358692169
19574,GLW,2019 q3,4520,0.7687268656887343,Research Department,0.5596964854161942,Not a person,Trefis,"('GLW', '2019 q3')",0.0
19575,AAPL,2019 q3,4520,0.6325900762192245,Mr. Jialong Shi,0.5668709969647643,male,Nomura,"('AAPL', '2019 q3')",0.031154843047261238
19576,AAPL,2019 q3,4520,0.6325900762192245,SADIF Research,0.9660931962666888,Not a person,Sadif Analytics Prime,"('AAPL', '2019 q3')",0.9539350271224976
19577,HPE (1),2019 q3,4520,0.6300780967603197,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HPE (1)', '2019 q3')",0.9703580141067505
19578,TEL,2019 q3,4520,0.8084625322700691,SADIF Research,0.9997279425147502,Not a person,Sadif Analytics Prime,"('TEL', '2019 q3')",0.9183272123336792
19579,XRX,2019 q3,4520,0.8911344714034776,SADIF Research,0.9868297662660784,Not a person,Sadif Analytics Prime,"('XRX', '2019 q3')",0.9479707479476929
19580,ANET,2019 q3,4520,0.5190594771358361,Mr. Keith Snyder,0.5089108751479107,male,CFRA Equity Research,"('ANET', '2019 q3')",0.0
19581,APH,2019 q3,4520,0.7450326093810833,Mr. Keith Snyder,0.763865398783756,male,CFRA Equity Research,"('APH', '2019 q3')",0.0
19582,CSCO,2019 q3,4520,0.565653080463016,Mr. Keith Snyder,0.5889807107518922,male,CFRA Equity Research,"('CSCO', '2019 q3')",0.0
19583,FFIV,2019 q3,4520,0.4597050753161344,Mr. Keith Snyder,0.4394160330859984,male,CFRA Equity Research,"('FFIV', '2019 q3')",0.0
19584,GLW,2019 q3,4520,0.7687268656887343,Mr. Keith Snyder,0.7276222523920991,male,CFRA Equity Research,"('GLW', '2019 q3')",0.0
19585,JNPR,2019 q3,4520,0.623179710650253,Mr. Keith Snyder,0.5287420508115859,male,CFRA Equity Research,"('JNPR', '2019 q3')",0.0
19586,KEYS,2019 q3,4520,0.8194072983240902,Mr. Keith Snyder,0.902588874659799,male,CFRA Equity Research,"('KEYS', '2019 q3')",0.0
19587,MSI,2019 q3,4520,0.6321597448784344,Mr. Keith Snyder,0.6346330219799676,male,CFRA Equity Research,"('MSI', '2019 q3')",0.010954237077385187
19588,ANET,2019 q3,4520,0.5190594771358361,Mr. Mitch T. Steves,0.160412921341349,male,RBC Capital Markets,"('ANET', '2019 q3')",0.0
19589,CSCO,2019 q3,4520,0.565653080463016,Mr. Mitch T. Steves,0.2260155638348839,male,RBC Capital Markets,"('CSCO', '2019 q3')",0.0
19590,STX,2019 q3,4520,0.6140215848328088,Mr. Mitch T. Steves,0.8195299597456467,male,RBC Capital Markets,"('STX', '2019 q3')",0.0
19591,WDC,2019 q3,4520,0.4929406243680463,Mr. Mitch T. Steves,0.1911368152574045,male,RBC Capital Markets,"('WDC', '2019 q3')",0.0
19592,ANET,2019 q3,4520,0.5190594771358361,Mr. Paul J. Silverstein,0.1714707077624097,male,Cowen and Company,"('ANET', '2019 q3')",0.0
19593,FFIV,2019 q3,4520,0.4597050753161344,Mr. Paul J. Silverstein,0.2240322185755991,male,Cowen and Company,"('FFIV', '2019 q3')",0.0
19594,JNPR,2019 q3,4520,0.623179710650253,Mr. Paul J. Silverstein,0.3945950449443545,male,Cowen and Company,"('JNPR', '2019 q3')",0.0
19595,MSI,2019 q3,4520,0.6321597448784344,Mr. Paul J. Silverstein,0.2867519836685218,male,Cowen and Company,"('MSI', '2019 q3')",0.04917337745428085
19596,ANET,2019 q3,4520,0.5190594771358361,Sami Badri,0.3323967439457283,male,Credit Suisse,"('ANET', '2019 q3')",0.0
19597,CSCO,2019 q3,4520,0.565653080463016,Sami Badri,0.4578734818012174,male,Credit Suisse,"('CSCO', '2019 q3')",0.0
19598,FFIV,2019 q3,4520,0.4597050753161344,Sami Badri,0.3078619155558934,male,Credit Suisse,"('FFIV', '2019 q3')",0.013594179414212704
19599,MSI,2019 q3,4520,0.6321597448784344,Sami Badri,0.4877148264239094,male,Credit Suisse,"('MSI', '2019 q3')",0.0
19600,ANET,2019 q3,4520,0.5190594771358361,Mr. Tal Liani,0.2579563507633786,male,BofA Global Research,"('ANET', '2019 q3')",0.0
19601,CSCO,2019 q3,4520,0.565653080463016,Mr. Tal Liani,0.2423064042646989,male,BofA Global Research,"('CSCO', '2019 q3')",0.0
19602,FFIV,2019 q3,4520,0.4597050753161344,Mr. Tal Liani,0.236550009520813,male,BofA Global Research,"('FFIV', '2019 q3')",0.0
19603,ANET,2019 q3,4520,0.5190594771358361,Mr. Michael E. Genovese,0.5244947085807159,male,MKM Partners,"('ANET', '2019 q3')",0.03333333507180214
19604,CSCO,2019 q3,4520,0.565653080463016,Mr. Michael E. Genovese,0.317429125526305,male,MKM Partners,"('CSCO', '2019 q3')",0.016145145520567894
19605,MSI,2019 q3,4520,0.6321597448784344,Mr. Michael E. Genovese,0.3873170595329343,male,MKM Partners,"('MSI', '2019 q3')",0.0816805511713028
19606,ANET,2019 q3,4520,0.5190594771358361,Mr. Brian J. Yun,0.1903006828564723,male,Deutsche Bank,"('ANET', '2019 q3')",0.0
19607,GLW,2019 q3,4520,0.7687268656887343,Mr. Brian J. Yun,0.8830099361069161,male,Deutsche Bank,"('GLW', '2019 q3')",0.0
19608,JNPR,2019 q3,4520,0.623179710650253,Mr. Brian J. Yun,0.7711819537291508,male,Deutsche Bank,"('JNPR', '2019 q3')",0.0
19609,KEYS,2019 q3,4520,0.8194072983240902,Mr. Brian J. Yun,0.8939502495768336,male,Deutsche Bank,"('KEYS', '2019 q3')",0.0
19610,MSI,2019 q3,4520,0.6321597448784344,Mr. Brian J. Yun,0.8929980478773563,male,Deutsche Bank,"('MSI', '2019 q3')",0.013331480324268341
19611,ANET,2019 q3,4520,0.5190594771358361,"Mr. Jason N. Ader, CFA",0.3610809843454899,male,William Blair & Company,"('ANET', '2019 q3')",0.0
19612,ANET,2019 q3,4520,0.5190594771358361,Mark Cash,0.7211913382783399,male,"Morningstar, Inc.","('ANET', '2019 q3')",0.0
19613,CSCO,2019 q3,4520,0.565653080463016,Mark Cash,0.511142423069348,male,"Morningstar, Inc.","('CSCO', '2019 q3')",0.0
19614,FFIV,2019 q3,4520,0.4597050753161344,Mark Cash,0.388160178628629,male,"Morningstar, Inc.","('FFIV', '2019 q3')",0.0
19615,HPE (1),2019 q3,4520,0.6300780967603197,Mark Cash,0.6529559100494897,male,"Morningstar, Inc.","('HPE (1)', '2019 q3')",0.0
19616,HPQ,2019 q3,4520,0.7089113004459606,Mark Cash,0.6315029423697395,male,"Morningstar, Inc.","('HPQ', '2019 q3')",0.0
19617,JNPR,2019 q3,4520,0.623179710650253,Mark Cash,0.4610712830432819,male,"Morningstar, Inc.","('JNPR', '2019 q3')",0.0
19618,NTAP,2019 q3,4520,0.5893574020068337,Mark Cash,0.5140875970413442,male,"Morningstar, Inc.","('NTAP', '2019 q3')",0.0
19619,ANET,2019 q3,4520,0.5190594771358361,Erik L. Suppiger,0.2635165041605896,male,JMP Securities,"('ANET', '2019 q3')",0.010618047788739204
19620,ANET,2019 q3,4520,0.5190594771358361,Mr. George C. Notter,0.5244947085807159,male,Jefferies,"('ANET', '2019 q3')",0.03333333507180214
19621,CSCO,2019 q3,4520,0.565653080463016,Mr. George C. Notter,0.4739811440842719,male,Jefferies,"('CSCO', '2019 q3')",0.03333333507180214
19622,FFIV,2019 q3,4520,0.4597050753161344,Mr. George C. Notter,0.7174330729537892,male,Jefferies,"('FFIV', '2019 q3')",0.03333333507180214
19623,GLW,2019 q3,4520,0.7687268656887343,Mr. George C. Notter,0.5964619074315095,male,Jefferies,"('GLW', '2019 q3')",0.03333333507180214
19624,JNPR,2019 q3,4520,0.623179710650253,Mr. George C. Notter,0.7124211910549436,male,Jefferies,"('JNPR', '2019 q3')",0.03333333507180214
19625,MSI,2019 q3,4520,0.6321597448784344,Mr. George C. Notter,0.320637985092051,male,Jefferies,"('MSI', '2019 q3')",0.023726392537355423
19626,ANET,2019 q3,4520,0.5190594771358361,Mr. Ittai Kidron,0.1438871728941071,male,"Oppenheimer & Co., Inc.","('ANET', '2019 q3')",0.0
19627,APH,2019 q3,4520,0.7450326093810833,Craig M. Hettenbach,0.5650150438229978,male,Morgan Stanley,"('APH', '2019 q3')",0.0
19628,TEL,2019 q3,4520,0.8084625322700691,Craig M. Hettenbach,0.5390543418963047,male,Morgan Stanley,"('TEL', '2019 q3')",0.0
19629,APH,2019 q3,4520,0.7450326093810833,Mr. Seth Sherwood,0.7963300681632532,male,"Morningstar, Inc.","('APH', '2019 q3')",0.0
19630,GLW,2019 q3,4520,0.7687268656887343,Mr. Seth Sherwood,0.7175990302846239,male,"Morningstar, Inc.","('GLW', '2019 q3')",0.0
19631,MSI,2019 q3,4520,0.6321597448784344,Mr. Seth Sherwood,0.5891884522855086,male,"Morningstar, Inc.","('MSI', '2019 q3')",0.005931010935455561
19632,STX,2019 q3,4520,0.6140215848328088,Mr. Seth Sherwood,0.6869409078728631,male,"Morningstar, Inc.","('STX', '2019 q3')",0.0
19633,TEL,2019 q3,4520,0.8084625322700691,Mr. Seth Sherwood,0.9276806813568986,male,"Morningstar, Inc.","('TEL', '2019 q3')",0.01666666753590107
19634,WDC,2019 q3,4520,0.4929406243680463,Mr. Seth Sherwood,0.5017419575017497,male,"Morningstar, Inc.","('WDC', '2019 q3')",0.0
19635,ZBRA,2019 q3,4520,0.6929932938156451,Mr. Seth Sherwood,0.8892435818829789,male,"Morningstar, Inc.","('ZBRA', '2019 q3')",0.010031451471149921
19636,CDW,2019 q3,4520,0.4876271808458586,David Holt,0.7026865055817261,male,CFRA Equity Research,"('CDW', '2019 q3')",0.0
19637,FLIR,2019 q3,4520,0.5491813492970039,David Holt,0.7046253590041124,male,CFRA Equity Research,"('FLIR', '2019 q3')",0.0
19638,TEL,2019 q3,4520,0.8084625322700691,David Holt,0.7565965917809125,male,CFRA Equity Research,"('TEL', '2019 q3')",0.0
19639,XRX,2019 q3,4520,0.8911344714034776,David Holt,0.8227139379747402,male,CFRA Equity Research,"('XRX', '2019 q3')",0.0
19640,ZBRA,2019 q3,4520,0.6929932938156451,David Holt,0.76281486021283,male,CFRA Equity Research,"('ZBRA', '2019 q3')",0.0
19641,CDW,2019 q3,4520,0.4876271808458586,Mr. Param Singh,0.3468760961532096,male,BofA Global Research,"('CDW', '2019 q3')",0.0
19642,CDW,2019 q3,4520,0.4876271808458586,"Keith M. Housum, CPA",0.2530915734081536,male,Northcoast Research,"('CDW', '2019 q3')",0.017111223191022873
19643,MSI,2019 q3,4520,0.6321597448784344,"Keith M. Housum, CPA",0.4673804988449461,male,Northcoast Research,"('MSI', '2019 q3')",0.009515759535133839
19644,ZBRA,2019 q3,4520,0.6929932938156451,"Keith M. Housum, CPA",0.3619617114824206,male,Northcoast Research,"('ZBRA', '2019 q3')",0.0
19645,CDW,2019 q3,4520,0.4876271808458586,"Elliott L. Schlang, CFA",0.2131769022700083,male,Great Lakes/Wellington Shields,"('CDW', '2019 q3')",0.0
19646,ZBRA,2019 q3,4520,0.6929932938156451,"Elliott L. Schlang, CFA",0.3738382873290518,male,Great Lakes/Wellington Shields,"('ZBRA', '2019 q3')",0.027650875970721245
19647,CDW,2019 q3,4520,0.4876271808458586,Ms. Maggie Nolan,0.3221565812949031,female,William Blair & Company,"('CDW', '2019 q3')",0.0
19648,CSCO,2019 q3,4520,0.565653080463016,Mr. Andrew J. Nowinski,0.2897086140923481,male,Piper Sandler Companies,"('CSCO', '2019 q3')",0.0
19649,FFIV,2019 q3,4520,0.4597050753161344,Mr. Andrew J. Nowinski,0.1685144991674702,male,Piper Sandler Companies,"('FFIV', '2019 q3')",0.01666666753590107
19650,NTAP,2019 q3,4520,0.5893574020068337,Mr. Andrew J. Nowinski,0.339965794802239,male,Piper Sandler Companies,"('NTAP', '2019 q3')",0.0
19651,FFIV,2019 q3,4520,0.4597050753161344,George M. Iwanyc,0.1808455948856366,male,"Oppenheimer & Co., Inc.","('FFIV', '2019 q3')",0.0
19652,HPE (1),2019 q3,4520,0.6300780967603197,George M. Iwanyc,0.2142056170765644,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2019 q3')",0.0
19653,FLIR,2019 q3,4520,0.5491813492970039,Mr. Jeffrey T. Kessler,0.3287657186118338,male,"Imperial Capital, LLC","('FLIR', '2019 q3')",0.0
19654,ZBRA,2019 q3,4520,0.6929932938156451,Mr. Jeffrey T. Kessler,0.6054587416430761,male,"Imperial Capital, LLC","('ZBRA', '2019 q3')",0.03333333507180214
19655,FLIR,2019 q3,4520,0.5491813492970039,Mr. Andrew E. E. Buscaglia,0.4615918120161443,male,Berenberg,"('FLIR', '2019 q3')",0.0
19656,ZBRA,2019 q3,4520,0.6929932938156451,Mr. Andrew E. E. Buscaglia,0.5718542016821228,male,Berenberg,"('ZBRA', '2019 q3')",0.0
19657,FLIR,2019 q3,4520,0.5491813492970039,Michael Ciarmoli,0.4872151182167529,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2019 q3')",0.0
19658,GLW,2019 q3,4520,0.7687268656887343,Mehdi Hosseini,0.8208109853316081,male,Susquehanna Financial Group LLLP,"('GLW', '2019 q3')",0.0
19659,HPE (1),2019 q3,4520,0.6300780967603197,Mehdi Hosseini,0.702190114284494,male,Susquehanna Financial Group LLLP,"('HPE (1)', '2019 q3')",0.0
19660,NTAP,2019 q3,4520,0.5893574020068337,Mehdi Hosseini,0.5381382893908372,male,Susquehanna Financial Group LLLP,"('NTAP', '2019 q3')",0.013692030683159828
19661,STX,2019 q3,4520,0.6140215848328088,Mehdi Hosseini,0.6337269241381592,male,Susquehanna Financial Group LLLP,"('STX', '2019 q3')",0.0
19662,HPE (1),2019 q3,4520,0.6300780967603197,"Mr. Aaron C. Rakers, CFA",0.2225481382348276,male,"Wells Fargo Securities, LLC","('HPE (1)', '2019 q3')",0.0
19663,HPQ,2019 q3,4520,0.7089113004459606,Mr. David Ryzhik,0.7466489562884334,male,Susquehanna Financial Group LLLP,"('HPQ', '2019 q3')",0.0
19664,IPGP,2019 q3,4520,0.6209080050821706,Mr. David Ryzhik,0.8080949131803672,male,Susquehanna Financial Group LLLP,"('IPGP', '2019 q3')",0.0
19665,HPQ,2019 q3,4520,0.7089113004459606,Acquisdata Research Team,0.8249769665155615,Not a person,Acquisdata,"('HPQ', '2019 q3')",0.0
19666,IPGP,2019 q3,4520,0.6209080050821706,Mr. Jed E. Dorsheimer,0.4930802614437594,male,Canaccord Genuity,"('IPGP', '2019 q3')",0.0
19667,IPGP,2019 q3,4520,0.6209080050821706,Michael Feniger,0.5600092529093992,male,BofA Global Research,"('IPGP', '2019 q3')",0.0
19668,IPGP,2019 q3,4520,0.6209080050821706,Mr. Thomas Hayes,0.4704678243494014,male,Northcoast Research,"('IPGP', '2019 q3')",0.0
19669,IPGP,2019 q3,4520,0.6209080050821706,Mr. Mark Miller,0.3953686854627653,male,The Benchmark Company LLC,"('IPGP', '2019 q3')",0.0
19670,STX,2019 q3,4520,0.6140215848328088,Mr. Mark Miller,0.2355563439887896,male,The Benchmark Company LLC,"('STX', '2019 q3')",0.0
19671,WDC,2019 q3,4520,0.4929406243680463,Mr. Mark Miller,0.1900403605455247,male,The Benchmark Company LLC,"('WDC', '2019 q3')",0.005984680727124214
19672,KEYS,2019 q3,4520,0.8194072983240902,Mr. John W. Pitzer,0.7506471900614068,male,Credit Suisse,"('KEYS', '2019 q3')",0.0
19673,KEYS,2019 q3,4520,0.8194072983240902,Mr. Brandon Couillard,0.5911413373925869,male,Jefferies,"('KEYS', '2019 q3')",0.01506964210420847
19674,NTAP,2019 q3,4520,0.5893574020068337,Mr. Karl F. Ackerman,0.1829161161563403,male,Cowen and Company,"('NTAP', '2019 q3')",0.0
19675,STX,2019 q3,4520,0.6140215848328088,Mr. Karl F. Ackerman,0.2031299417360055,male,Cowen and Company,"('STX', '2019 q3')",0.0
19676,WDC,2019 q3,4520,0.4929406243680463,Mr. Karl F. Ackerman,0.2028312302386207,male,Cowen and Company,"('WDC', '2019 q3')",0.0
19677,NTAP,2019 q3,4520,0.5893574020068337,Eric Martinuzzi,0.2855142185100784,male,Lake Street Capital Markets,"('NTAP', '2019 q3')",0.028091436251997948
19678,NTAP,2019 q3,4520,0.5893574020068337,Mr. Srini Nandury,0.550510873989836,male,Summit Insights Group,"('NTAP', '2019 q3')",0.0
19679,NTAP,2019 q3,4520,0.5893574020068337,Mr. Christopher A. Jacobson,0.8073281058887085,male,Susquehanna Financial Group LLLP,"('NTAP', '2019 q3')",0.014890294522047043
19680,STX,2019 q3,4520,0.6140215848328088,"Mr. Sidney Ho, CFA",0.7733952982329007,male,Deutsche Bank,"('STX', '2019 q3')",0.0
19681,WDC,2019 q3,4520,0.4929406243680463,"Mr. Sidney Ho, CFA",0.7804126803307201,male,Deutsche Bank,"('WDC', '2019 q3')",0.0
19682,STX,2019 q3,4520,0.6140215848328088,Christian D. Schwab,0.2618855986752569,male,Craig Hallum,"('STX', '2019 q3')",0.0
19683,WDC,2019 q3,4520,0.4929406243680463,Christian D. Schwab,0.2306744156066279,male,Craig Hallum,"('WDC', '2019 q3')",0.0
19684,STX,2019 q3,4520,0.6140215848328088,Mr. C.J. Muse,0.2264621537195783,male,EVERCORE ISI,"('STX', '2019 q3')",0.0
19685,TEL,2019 q3,4520,0.8084625322700691,Christopher D. Glynn,0.5409636795294548,male,"Oppenheimer & Co., Inc.","('TEL', '2019 q3')",0.0
19686,XRX,2019 q3,4520,0.8911344714034776,"Thomas Egan, CFA",0.8203719150778688,male,JPMorgan Econ & FI,"('XRX', '2019 q3')",0.0
19687,ZBRA,2019 q3,4520,0.6929932938156451,"Brian P. Drab, CFA",0.4948693996805409,male,William Blair & Company,"('ZBRA', '2019 q3')",0.0
19688,AAPL,2019 q4,4520,0.5707493462546827,Mr. Tim P. Long,0.5871328635787176,male,Barclays,"('AAPL', '2019 q4')",0.0
19689,ANET,2019 q4,4520,0.4434648556773538,Mr. Tim P. Long,0.4286466927071414,male,Barclays,"('ANET', '2019 q4')",0.0
19690,CSCO,2019 q4,4520,0.4603407716138873,Mr. Tim P. Long,0.1112635616793322,male,Barclays,"('CSCO', '2019 q4')",0.0
19691,FFIV,2019 q4,4520,0.3875721974588353,Mr. Tim P. Long,0.3532695468557643,male,Barclays,"('FFIV', '2019 q4')",0.0
19692,GLW,2019 q4,4520,0.8204533777674698,Mr. Tim P. Long,0.5917980733938134,male,Barclays,"('GLW', '2019 q4')",0.0
19693,HPE (1),2019 q4,4520,0.5491765050533548,Mr. Tim P. Long,0.708320214415916,male,Barclays,"('HPE (1)', '2019 q4')",0.0
19694,HPQ,2019 q4,4520,0.6127449448638301,Mr. Tim P. Long,0.4507720586546931,male,Barclays,"('HPQ', '2019 q4')",0.0
19695,JNPR,2019 q4,4520,0.6665868331060807,Mr. Tim P. Long,0.4777489154290623,male,Barclays,"('JNPR', '2019 q4')",0.0
19696,KEYS,2019 q4,4520,0.6916586946752937,Mr. Tim P. Long,0.5257791085235907,male,Barclays,"('KEYS', '2019 q4')",0.0
19697,MSI,2019 q4,4520,0.7668262729143088,Mr. Tim P. Long,0.5324101243993582,male,Barclays,"('MSI', '2019 q4')",0.01104750670492649
19698,NTAP,2019 q4,4520,0.4815848410342415,Mr. Tim P. Long,0.2951585258112316,male,Barclays,"('NTAP', '2019 q4')",0.0
19699,STX,2019 q4,4520,0.6507099713074042,Mr. Tim P. Long,0.6226163018919724,male,Barclays,"('STX', '2019 q4')",0.0
19700,WDC,2019 q4,4520,0.495485573905064,Mr. Tim P. Long,0.4026540503916596,male,Barclays,"('WDC', '2019 q4')",0.0
19701,AAPL,2019 q4,4520,0.5707493462546827,"Ms. Angelo Zino, CFA",0.6007306946904253,female,CFRA Equity Research,"('AAPL', '2019 q4')",0.0
19702,HPE (1),2019 q4,4520,0.5491765050533548,"Ms. Angelo Zino, CFA",0.6414649365498425,female,CFRA Equity Research,"('HPE (1)', '2019 q4')",0.0
19703,HPQ,2019 q4,4520,0.6127449448638301,"Ms. Angelo Zino, CFA",0.608402704938136,female,CFRA Equity Research,"('HPQ', '2019 q4')",0.0
19704,NTAP,2019 q4,4520,0.4815848410342415,"Ms. Angelo Zino, CFA",0.7310535580263988,female,CFRA Equity Research,"('NTAP', '2019 q4')",0.0
19705,STX,2019 q4,4520,0.6507099713074042,"Ms. Angelo Zino, CFA",0.6579849673932627,female,CFRA Equity Research,"('STX', '2019 q4')",0.0
19706,WDC,2019 q4,4520,0.495485573905064,"Ms. Angelo Zino, CFA",0.6520868805091442,female,CFRA Equity Research,"('WDC', '2019 q4')",0.0
19707,AAPL,2019 q4,4520,0.5707493462546827,"Mr. Amit J. Daryanani, CFA",0.1533752021943597,male,EVERCORE ISI,"('AAPL', '2019 q4')",0.0
19708,ANET,2019 q4,4520,0.4434648556773538,"Mr. Amit J. Daryanani, CFA",0.2973098870943416,male,EVERCORE ISI,"('ANET', '2019 q4')",0.0
19709,APH,2019 q4,4520,0.7197977758348033,"Mr. Amit J. Daryanani, CFA",0.5865598302461486,male,EVERCORE ISI,"('APH', '2019 q4')",0.0
19710,CDW,2019 q4,4520,0.5357113915145413,"Mr. Amit J. Daryanani, CFA",0.6274168823212863,male,EVERCORE ISI,"('CDW', '2019 q4')",0.03333333507180214
19711,CSCO,2019 q4,4520,0.4603407716138873,"Mr. Amit J. Daryanani, CFA",0.6829344486183334,male,EVERCORE ISI,"('CSCO', '2019 q4')",0.03333333507180214
19712,HPE (1),2019 q4,4520,0.5491765050533548,"Mr. Amit J. Daryanani, CFA",0.3238799385040284,male,EVERCORE ISI,"('HPE (1)', '2019 q4')",0.0
19713,HPQ,2019 q4,4520,0.6127449448638301,"Mr. Amit J. Daryanani, CFA",0.3945646872484323,male,EVERCORE ISI,"('HPQ', '2019 q4')",0.03280121957262357
19714,AAPL,2019 q4,4520,0.5707493462546827,Stephen W. Suttmeier,0.8866444135666104,male,BofA Global Research,"('AAPL', '2019 q4')",0.6756459027528763
19715,AAPL,2019 q4,4520,0.5707493462546827,Mr. Daniel H. Ives,0.311305505930616,male,Wedbush Securities Inc.,"('AAPL', '2019 q4')",0.0
19716,AAPL,2019 q4,4520,0.5707493462546827,Mr. Abhinav Davuluri,0.4772453651933876,male,"Morningstar, Inc.","('AAPL', '2019 q4')",0.0
19717,AAPL,2019 q4,4520,0.5707493462546827,Mr. Nehal S. Chokshi,0.197767707145359,male,Maxim Group,"('AAPL', '2019 q4')",0.024511270225048065
19718,HPE (1),2019 q4,4520,0.5491765050533548,Mr. Nehal S. Chokshi,0.4168548915966569,male,Maxim Group,"('HPE (1)', '2019 q4')",0.0
19719,NTAP,2019 q4,4520,0.4815848410342415,Mr. Nehal S. Chokshi,0.1408968739833437,male,Maxim Group,"('NTAP', '2019 q4')",0.016803063452243805
19720,STX,2019 q4,4520,0.6507099713074042,Mr. Nehal S. Chokshi,0.2381792788224867,male,Maxim Group,"('STX', '2019 q4')",0.0
19721,WDC,2019 q4,4520,0.495485573905064,Mr. Nehal S. Chokshi,0.1434888521818558,male,Maxim Group,"('WDC', '2019 q4')",0.0
19722,AAPL,2019 q4,4520,0.5707493462546827,Ms. Akansha Agarwal,0.4119523657179739,female,Crispidea,"('AAPL', '2019 q4')",0.0
19723,HPE (1),2019 q4,4520,0.5491765050533548,Ms. Akansha Agarwal,0.6773370534054269,female,Crispidea,"('HPE (1)', '2019 q4')",0.0
19724,AAPL,2019 q4,4520,0.5707493462546827,Wamsi Mohan,0.1694674624033331,male,BofA Global Research,"('AAPL', '2019 q4')",0.0036619811629255614
19725,APH,2019 q4,4520,0.7197977758348033,Wamsi Mohan,0.4677119825019759,male,BofA Global Research,"('APH', '2019 q4')",0.0
19726,GLW,2019 q4,4520,0.8204533777674698,Wamsi Mohan,0.4448536870215792,male,BofA Global Research,"('GLW', '2019 q4')",0.0
19727,HPE (1),2019 q4,4520,0.5491765050533548,Wamsi Mohan,0.1538865134410205,male,BofA Global Research,"('HPE (1)', '2019 q4')",0.0
19728,HPQ,2019 q4,4520,0.6127449448638301,Wamsi Mohan,0.3141747024578709,male,BofA Global Research,"('HPQ', '2019 q4')",0.016025837510824203
19729,NTAP,2019 q4,4520,0.4815848410342415,Wamsi Mohan,0.2246815520856117,male,BofA Global Research,"('NTAP', '2019 q4')",0.013423968106508255
19730,STX,2019 q4,4520,0.6507099713074042,Wamsi Mohan,0.3102119228812598,male,BofA Global Research,"('STX', '2019 q4')",0.0
19731,TEL,2019 q4,4520,0.7063087801957393,Wamsi Mohan,0.7718274905828847,male,BofA Global Research,"('TEL', '2019 q4')",0.03794349357485771
19732,WDC,2019 q4,4520,0.495485573905064,Wamsi Mohan,0.1320432237368811,male,BofA Global Research,"('WDC', '2019 q4')",0.0
19733,AAPL,2019 q4,4520,0.5707493462546827,Mr. Andrew Vadheim,0.2673204031722379,male,Wolfe Research,"('AAPL', '2019 q4')",0.0
19734,ANET,2019 q4,4520,0.4434648556773538,Mr. Andrew Vadheim,0.4843774218443644,male,Wolfe Research,"('ANET', '2019 q4')",0.0
19735,CSCO,2019 q4,4520,0.4603407716138873,Mr. Andrew Vadheim,0.3154299175278131,male,Wolfe Research,"('CSCO', '2019 q4')",0.0
19736,HPE (1),2019 q4,4520,0.5491765050533548,Mr. Andrew Vadheim,0.4153426386298072,male,Wolfe Research,"('HPE (1)', '2019 q4')",0.0
19737,HPQ,2019 q4,4520,0.6127449448638301,Mr. Andrew Vadheim,0.5607637933045653,male,Wolfe Research,"('HPQ', '2019 q4')",0.010553074069321156
19738,NTAP,2019 q4,4520,0.4815848410342415,Mr. Andrew Vadheim,0.4203664000407454,male,Wolfe Research,"('NTAP', '2019 q4')",0.0
19739,AAPL,2019 q4,4520,0.5707493462546827,Ms. Katy L. Huberty,0.3137740604867147,female,Morgan Stanley,"('AAPL', '2019 q4')",0.0
19740,CDW,2019 q4,4520,0.5357113915145413,Ms. Katy L. Huberty,0.2976423897892856,female,Morgan Stanley,"('CDW', '2019 q4')",0.0
19741,HPE (1),2019 q4,4520,0.5491765050533548,Ms. Katy L. Huberty,0.1573485461407134,female,Morgan Stanley,"('HPE (1)', '2019 q4')",0.0
19742,HPQ,2019 q4,4520,0.6127449448638301,Ms. Katy L. Huberty,0.2653719745314272,female,Morgan Stanley,"('HPQ', '2019 q4')",0.008547858024636904
19743,NTAP,2019 q4,4520,0.4815848410342415,Ms. Katy L. Huberty,0.2119692216673163,female,Morgan Stanley,"('NTAP', '2019 q4')",0.0
19744,STX,2019 q4,4520,0.6507099713074042,Ms. Katy L. Huberty,0.3675601517390885,female,Morgan Stanley,"('STX', '2019 q4')",0.0
19745,XRX,2019 q4,4520,0.764648414402395,Ms. Katy L. Huberty,0.6197412592302867,female,Morgan Stanley,"('XRX', '2019 q4')",0.0
19746,AAPL,2019 q4,4520,0.5707493462546827,Michael J. Olson,0.2357224518396353,male,Piper Sandler Companies,"('AAPL', '2019 q4')",0.0
19747,AAPL,2019 q4,4520,0.5707493462546827,Mr. Krish Sankar,0.1402872659973283,male,Cowen and Company,"('AAPL', '2019 q4')",0.0
19748,AAPL,2019 q4,4520,0.5707493462546827,Mr. Robert T. Muller,0.2197672356283126,male,RBC Capital Markets,"('AAPL', '2019 q4')",0.0
19749,ANET,2019 q4,4520,0.4434648556773538,Mr. Robert T. Muller,0.1674935696006744,male,RBC Capital Markets,"('ANET', '2019 q4')",0.013617741875350475
19750,CSCO,2019 q4,4520,0.4603407716138873,Mr. Robert T. Muller,0.2897510529657585,male,RBC Capital Markets,"('CSCO', '2019 q4')",0.01666666753590107
19751,AAPL,2019 q4,4520,0.5707493462546827,Mr. Matthew N. Cabral,0.2105348726077644,male,Credit Suisse,"('AAPL', '2019 q4')",0.0
19752,CDW,2019 q4,4520,0.5357113915145413,Mr. Matthew N. Cabral,0.2699463893458751,male,Credit Suisse,"('CDW', '2019 q4')",0.0
19753,HPE (1),2019 q4,4520,0.5491765050533548,Mr. Matthew N. Cabral,0.2256431418563894,male,Credit Suisse,"('HPE (1)', '2019 q4')",0.0
19754,HPQ,2019 q4,4520,0.6127449448638301,Mr. Matthew N. Cabral,0.3455595454041982,male,Credit Suisse,"('HPQ', '2019 q4')",0.0
19755,NTAP,2019 q4,4520,0.4815848410342415,Mr. Matthew N. Cabral,0.2483911113398852,male,Credit Suisse,"('NTAP', '2019 q4')",0.0
19756,XRX,2019 q4,4520,0.764648414402395,Mr. Matthew N. Cabral,0.6904467966902684,male,Credit Suisse,"('XRX', '2019 q4')",0.0
19757,AAPL,2019 q4,4520,0.5707493462546827,"T. Michael T. Walkley, CPA",0.1886093499775103,male,Canaccord Genuity,"('AAPL', '2019 q4')",0.009748587384819984
19758,AAPL,2019 q4,4520,0.5707493462546827,"Shebly Seyrafi, CFA",0.3412602226884282,male,FBN Securities,"('AAPL', '2019 q4')",0.0
19759,ANET,2019 q4,4520,0.4434648556773538,"Shebly Seyrafi, CFA",0.1935093801848742,male,FBN Securities,"('ANET', '2019 q4')",0.0
19760,CSCO,2019 q4,4520,0.4603407716138873,"Shebly Seyrafi, CFA",0.3892166787871726,male,FBN Securities,"('CSCO', '2019 q4')",0.0
19761,NTAP,2019 q4,4520,0.4815848410342415,"Shebly Seyrafi, CFA",0.2566526988296462,male,FBN Securities,"('NTAP', '2019 q4')",0.0
19762,STX,2019 q4,4520,0.6507099713074042,"Shebly Seyrafi, CFA",0.6545329179888556,male,FBN Securities,"('STX', '2019 q4')",0.03333333507180214
19763,WDC,2019 q4,4520,0.495485573905064,"Shebly Seyrafi, CFA",0.2054319351630486,male,FBN Securities,"('WDC', '2019 q4')",0.0
19764,AAPL,2019 q4,4520,0.5707493462546827,Mr. Akinori Kanemoto,0.5213814242876442,male,Credit Suisse,"('AAPL', '2019 q4')",0.0
19765,AAPL,2019 q4,4520,0.5707493462546827,Mr. Kyle Mcnealy,0.5811160297559153,male,Jefferies,"('AAPL', '2019 q4')",0.03333333507180214
19766,AAPL,2019 q4,4520,0.5707493462546827,Mr. Jeriel Ong,0.6092657585919129,male,Deutsche Bank,"('AAPL', '2019 q4')",0.0
19767,HPE (1),2019 q4,4520,0.5491765050533548,Mr. Jeriel Ong,0.2323502149785772,male,Deutsche Bank,"('HPE (1)', '2019 q4')",0.0
19768,HPQ,2019 q4,4520,0.6127449448638301,Mr. Jeriel Ong,0.7922902967827204,male,Deutsche Bank,"('HPQ', '2019 q4')",0.0
19769,AAPL,2019 q4,4520,0.5707493462546827,Mita Mehta,0.6186238784201777,female,Crispidea,"('AAPL', '2019 q4')",0.19213221967220306
19770,ANET,2019 q4,4520,0.4434648556773538,Mr. Ittai Kidron,0.069947087603276,male,"Oppenheimer & Co., Inc.","('ANET', '2019 q4')",0.0
19771,CSCO,2019 q4,4520,0.4603407716138873,Mr. Ittai Kidron,0.1181669045943147,male,"Oppenheimer & Co., Inc.","('CSCO', '2019 q4')",0.0
19772,ANET,2019 q4,4520,0.4434648556773538,Mr. James E. Fish,0.1787794411916284,male,Piper Sandler Companies,"('ANET', '2019 q4')",0.0
19773,CSCO,2019 q4,4520,0.4603407716138873,Mr. James E. Fish,0.1772371376659796,male,Piper Sandler Companies,"('CSCO', '2019 q4')",0.0
19774,FFIV,2019 q4,4520,0.3875721974588353,Mr. James E. Fish,0.1778422930444458,male,Piper Sandler Companies,"('FFIV', '2019 q4')",0.0
19775,ANET,2019 q4,4520,0.4434648556773538,Mr. Brian J. Yun,0.7850029784321146,male,Deutsche Bank,"('ANET', '2019 q4')",0.0
19776,GLW,2019 q4,4520,0.8204533777674698,Mr. Brian J. Yun,0.8831590764301217,male,Deutsche Bank,"('GLW', '2019 q4')",0.0
19777,KEYS,2019 q4,4520,0.6916586946752937,Mr. Brian J. Yun,0.657165403934216,male,Deutsche Bank,"('KEYS', '2019 q4')",0.005329514853656292
19778,MSI,2019 q4,4520,0.7668262729143088,Mr. Brian J. Yun,0.8892922211399895,male,Deutsche Bank,"('MSI', '2019 q4')",0.021273765712976456
19779,ANET,2019 q4,4520,0.4434648556773538,Mark Cash,0.3683064793934092,male,"Morningstar, Inc.","('ANET', '2019 q4')",0.0
19780,CSCO,2019 q4,4520,0.4603407716138873,Mark Cash,0.4191572934205819,male,"Morningstar, Inc.","('CSCO', '2019 q4')",0.0
19781,FFIV,2019 q4,4520,0.3875721974588353,Mark Cash,0.3412235537391056,male,"Morningstar, Inc.","('FFIV', '2019 q4')",0.0
19782,HPE (1),2019 q4,4520,0.5491765050533548,Mark Cash,0.5850473305801258,male,"Morningstar, Inc.","('HPE (1)', '2019 q4')",0.008333333767950535
19783,HPQ,2019 q4,4520,0.6127449448638301,Mark Cash,0.6063151247700509,male,"Morningstar, Inc.","('HPQ', '2019 q4')",0.0023003218695521353
19784,JNPR,2019 q4,4520,0.6665868331060807,Mark Cash,0.5374629622944752,male,"Morningstar, Inc.","('JNPR', '2019 q4')",0.0
19785,NTAP,2019 q4,4520,0.4815848410342415,Mark Cash,0.5354500069824913,male,"Morningstar, Inc.","('NTAP', '2019 q4')",0.0
19786,XRX,2019 q4,4520,0.764648414402395,Mark Cash,0.8466894035137781,male,"Morningstar, Inc.","('XRX', '2019 q4')",0.0
19787,ANET,2019 q4,4520,0.4434648556773538,Mr. Michael E. Genovese,0.1614558752967391,male,MKM Partners,"('ANET', '2019 q4')",0.0520368255674839
19788,CSCO,2019 q4,4520,0.4603407716138873,Mr. Michael E. Genovese,0.2830263748790811,male,MKM Partners,"('CSCO', '2019 q4')",0.03455442562699318
19789,FFIV,2019 q4,4520,0.3875721974588353,Mr. Michael E. Genovese,0.1133835616628178,male,MKM Partners,"('FFIV', '2019 q4')",0.07012973725795746
19790,JNPR,2019 q4,4520,0.6665868331060807,Mr. Michael E. Genovese,0.3362934241508188,male,MKM Partners,"('JNPR', '2019 q4')",0.036676276475191116
19791,MSI,2019 q4,4520,0.7668262729143088,Mr. Michael E. Genovese,0.4346540930751443,male,MKM Partners,"('MSI', '2019 q4')",0.1005469337105751
19792,ANET,2019 q4,4520,0.4434648556773538,Mr. Paul J. Silverstein,0.0933407074749252,male,Cowen and Company,"('ANET', '2019 q4')",0.0
19793,CSCO,2019 q4,4520,0.4603407716138873,Mr. Paul J. Silverstein,0.2451133699529376,male,Cowen and Company,"('CSCO', '2019 q4')",0.0
19794,FFIV,2019 q4,4520,0.3875721974588353,Mr. Paul J. Silverstein,0.1291932525813423,male,Cowen and Company,"('FFIV', '2019 q4')",0.008469958789646626
19795,MSI,2019 q4,4520,0.7668262729143088,Mr. Paul J. Silverstein,0.7489256545817453,male,Cowen and Company,"('MSI', '2019 q4')",0.0
19796,ANET,2019 q4,4520,0.4434648556773538,Sami Badri,0.3374275048900191,male,Credit Suisse,"('ANET', '2019 q4')",0.0
19797,CSCO,2019 q4,4520,0.4603407716138873,Sami Badri,0.3597083801745348,male,Credit Suisse,"('CSCO', '2019 q4')",0.0
19798,FFIV,2019 q4,4520,0.3875721974588353,Sami Badri,0.2137393799882976,male,Credit Suisse,"('FFIV', '2019 q4')",0.004299718886613846
19799,JNPR,2019 q4,4520,0.6665868331060807,Sami Badri,0.4379520207807927,male,Credit Suisse,"('JNPR', '2019 q4')",0.0
19800,MSI,2019 q4,4520,0.7668262729143088,Sami Badri,0.5335642317289475,male,Credit Suisse,"('MSI', '2019 q4')",0.0
19801,ANET,2019 q4,4520,0.4434648556773538,Mr. James E. Faucette,0.1816011591590405,male,Morgan Stanley,"('ANET', '2019 q4')",0.0
19802,CSCO,2019 q4,4520,0.4603407716138873,Mr. James E. Faucette,0.2249153732229263,male,Morgan Stanley,"('CSCO', '2019 q4')",0.0
19803,FFIV,2019 q4,4520,0.3875721974588353,Mr. James E. Faucette,0.2161531450466014,male,Morgan Stanley,"('FFIV', '2019 q4')",0.0
19804,GLW,2019 q4,4520,0.8204533777674698,Mr. James E. Faucette,0.5473298864213809,male,Morgan Stanley,"('GLW', '2019 q4')",0.0
19805,JNPR,2019 q4,4520,0.6665868331060807,Mr. James E. Faucette,0.6915049482509299,male,Morgan Stanley,"('JNPR', '2019 q4')",0.03333333507180214
19806,ZBRA,2019 q4,4520,0.5479568237329503,Mr. James E. Faucette,0.3770105407962853,male,Morgan Stanley,"('ZBRA', '2019 q4')",0.0
19807,ANET,2019 q4,4520,0.4434648556773538,Mr. Tal Liani,0.1460987381046144,male,BofA Global Research,"('ANET', '2019 q4')",0.0315961018204689
19808,CSCO,2019 q4,4520,0.4603407716138873,Mr. Tal Liani,0.1729188040374696,male,BofA Global Research,"('CSCO', '2019 q4')",0.0
19809,FFIV,2019 q4,4520,0.3875721974588353,Mr. Tal Liani,0.1004966199137732,male,BofA Global Research,"('FFIV', '2019 q4')",0.005081068724393845
19810,JNPR,2019 q4,4520,0.6665868331060807,Mr. Tal Liani,0.3425274943052448,male,BofA Global Research,"('JNPR', '2019 q4')",0.0
19811,ANET,2019 q4,4520,0.4434648556773538,Mr. Keith Snyder,0.4968787136128831,male,CFRA Equity Research,"('ANET', '2019 q4')",0.0
19812,APH,2019 q4,4520,0.7197977758348033,Mr. Keith Snyder,0.6985097729919643,male,CFRA Equity Research,"('APH', '2019 q4')",0.0
19813,CSCO,2019 q4,4520,0.4603407716138873,Mr. Keith Snyder,0.5546453288288377,male,CFRA Equity Research,"('CSCO', '2019 q4')",0.0
19814,FFIV,2019 q4,4520,0.3875721974588353,Mr. Keith Snyder,0.3789914473502677,male,CFRA Equity Research,"('FFIV', '2019 q4')",0.0
19815,GLW,2019 q4,4520,0.8204533777674698,Mr. Keith Snyder,0.7421120305177491,male,CFRA Equity Research,"('GLW', '2019 q4')",0.0
19816,JNPR,2019 q4,4520,0.6665868331060807,Mr. Keith Snyder,0.567733933343432,male,CFRA Equity Research,"('JNPR', '2019 q4')",0.0
19817,KEYS,2019 q4,4520,0.6916586946752937,Mr. Keith Snyder,0.7880994989463377,male,CFRA Equity Research,"('KEYS', '2019 q4')",0.0
19818,MSI,2019 q4,4520,0.7668262729143088,Mr. Keith Snyder,0.6659547573319887,male,CFRA Equity Research,"('MSI', '2019 q4')",0.0050322795286774635
19819,APH,2019 q4,4520,0.7197977758348033,Mr. Seth Sherwood,0.9025093388190716,male,"Morningstar, Inc.","('APH', '2019 q4')",0.0
19820,GLW,2019 q4,4520,0.8204533777674698,Mr. Seth Sherwood,0.8743237075649317,male,"Morningstar, Inc.","('GLW', '2019 q4')",0.0
19821,MSI,2019 q4,4520,0.7668262729143088,Mr. Seth Sherwood,0.8431852466309413,male,"Morningstar, Inc.","('MSI', '2019 q4')",0.0
19822,STX,2019 q4,4520,0.6507099713074042,Mr. Seth Sherwood,0.603476051955632,male,"Morningstar, Inc.","('STX', '2019 q4')",0.0
19823,TEL,2019 q4,4520,0.7063087801957393,Mr. Seth Sherwood,0.8533596967032868,male,"Morningstar, Inc.","('TEL', '2019 q4')",0.0
19824,WDC,2019 q4,4520,0.495485573905064,Mr. Seth Sherwood,0.7670794680099406,male,"Morningstar, Inc.","('WDC', '2019 q4')",0.0
19825,ZBRA,2019 q4,4520,0.5479568237329503,Mr. Seth Sherwood,0.6375748825279683,male,"Morningstar, Inc.","('ZBRA', '2019 q4')",0.01666666753590107
19826,APH,2019 q4,4520,0.7197977758348033,Craig M. Hettenbach,0.471923863206009,male,Morgan Stanley,"('APH', '2019 q4')",0.0
19827,TEL,2019 q4,4520,0.7063087801957393,Craig M. Hettenbach,0.5804475669667929,male,Morgan Stanley,"('TEL', '2019 q4')",0.0
19828,APH,2019 q4,4520,0.7197977758348033,"Mr. Joseph Spak, CFA",0.3826913465271453,male,RBC Capital Markets,"('APH', '2019 q4')",0.0
19829,TEL,2019 q4,4520,0.7063087801957393,"Mr. Joseph Spak, CFA",0.3572640251259416,male,RBC Capital Markets,"('TEL', '2019 q4')",0.0
19830,APH,2019 q4,4520,0.7197977758348033,Mr. Joseph C. Giordano,0.8481858410303261,male,Cowen and Company,"('APH', '2019 q4')",0.0
19831,APH,2019 q4,4520,0.7197977758348033,Mr. David L. Kelley,0.4624675115451194,male,Jefferies,"('APH', '2019 q4')",0.00582129554823041
19832,CDW,2019 q4,4520,0.5357113915145413,David Holt,0.7519978862562239,male,CFRA Equity Research,"('CDW', '2019 q4')",0.0
19833,FLIR,2019 q4,4520,0.5265571999893528,David Holt,0.6837853052226519,male,CFRA Equity Research,"('FLIR', '2019 q4')",0.0
19834,IPGP,2019 q4,4520,0.7373961098241136,David Holt,0.6903905943363386,male,CFRA Equity Research,"('IPGP', '2019 q4')",0.0
19835,TEL,2019 q4,4520,0.7063087801957393,David Holt,0.6887514055648963,male,CFRA Equity Research,"('TEL', '2019 q4')",0.0
19836,XRX,2019 q4,4520,0.764648414402395,David Holt,0.845421800344947,male,CFRA Equity Research,"('XRX', '2019 q4')",0.0
19837,ZBRA,2019 q4,4520,0.5479568237329503,David Holt,0.6826195898356505,male,CFRA Equity Research,"('ZBRA', '2019 q4')",0.0033983057364821434
19838,CDW,2019 q4,4520,0.5357113915145413,"Keith M. Housum, CPA",0.2999338663200844,male,Northcoast Research,"('CDW', '2019 q4')",0.0
19839,MSI,2019 q4,4520,0.7668262729143088,"Keith M. Housum, CPA",0.5309524826562667,male,Northcoast Research,"('MSI', '2019 q4')",0.010481582023203373
19840,ZBRA,2019 q4,4520,0.5479568237329503,"Keith M. Housum, CPA",0.3618765060006971,male,Northcoast Research,"('ZBRA', '2019 q4')",0.0
19841,CDW,2019 q4,4520,0.5357113915145413,Ruplu Bhattacharya,0.4479145456828952,male,BofA Global Research,"('CDW', '2019 q4')",0.0
19842,CDW,2019 q4,4520,0.5357113915145413,"Elliott L. Schlang, CFA",0.2859248606609791,male,Great Lakes/Wellington Shields,"('CDW', '2019 q4')",0.011141677387058735
19843,ZBRA,2019 q4,4520,0.5479568237329503,"Elliott L. Schlang, CFA",0.2944476231605815,male,Great Lakes/Wellington Shields,"('ZBRA', '2019 q4')",0.0
19844,CDW,2019 q4,4520,0.5357113915145413,Ms. Maggie Nolan,0.3418739743249853,female,William Blair & Company,"('CDW', '2019 q4')",0.0
19845,FFIV,2019 q4,4520,0.3875721974588353,Mr. Hamed Khorsand,0.2583694005125711,male,BWS Financial,"('FFIV', '2019 q4')",0.0
19846,FFIV,2019 q4,4520,0.3875721974588353,George M. Iwanyc,0.1262506121478069,male,"Oppenheimer & Co., Inc.","('FFIV', '2019 q4')",0.0
19847,HPE (1),2019 q4,4520,0.5491765050533548,George M. Iwanyc,0.1817491911007575,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2019 q4')",0.0
19848,NTAP,2019 q4,4520,0.4815848410342415,George M. Iwanyc,0.1389856681684144,male,"Oppenheimer & Co., Inc.","('NTAP', '2019 q4')",0.0
19849,FFIV,2019 q4,4520,0.3875721974588353,Mr. George C. Notter,0.7139296078832768,male,Jefferies,"('FFIV', '2019 q4')",0.03333333507180214
19850,GLW,2019 q4,4520,0.8204533777674698,Mr. George C. Notter,0.5938811796914719,male,Jefferies,"('GLW', '2019 q4')",0.03333333507180214
19851,MSI,2019 q4,4520,0.7668262729143088,Mr. George C. Notter,0.6451190867049817,male,Jefferies,"('MSI', '2019 q4')",0.03333333507180214
19852,FLIR,2019 q4,4520,0.5265571999893528,Michael Ciarmoli,0.4916773949888515,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2019 q4')",0.018359683454036713
19853,FLIR,2019 q4,4520,0.5265571999893528,Mr. Jeffrey T. Kessler,0.3758141936287646,male,"Imperial Capital, LLC","('FLIR', '2019 q4')",0.0
19854,ZBRA,2019 q4,4520,0.5479568237329503,Mr. Jeffrey T. Kessler,0.2852856259735765,male,"Imperial Capital, LLC","('ZBRA', '2019 q4')",0.005846734158694744
19855,FLIR,2019 q4,4520,0.5265571999893528,Mr. Andrew E. E. Buscaglia,0.3426738708742011,male,Berenberg,"('FLIR', '2019 q4')",0.0
19856,ZBRA,2019 q4,4520,0.5479568237329503,Mr. Andrew E. E. Buscaglia,0.2880071183634475,male,Berenberg,"('ZBRA', '2019 q4')",0.023215498309582472
19857,GLW,2019 q4,4520,0.8204533777674698,Research Department,0.5899327933629166,Not a person,Trefis,"('GLW', '2019 q4')",0.0
19858,GLW,2019 q4,4520,0.8204533777674698,SADIF Research,0.9742162075920524,Not a person,Sadif Analytics Prime,"('GLW', '2019 q4')",0.9475509524345398
19859,IPGP,2019 q4,4520,0.7373961098241136,SADIF Research,0.9972060285051032,Not a person,Sadif Analytics Prime,"('IPGP', '2019 q4')",0.9479531645774841
19860,JNPR,2019 q4,4520,0.6665868331060807,SADIF Research,0.962071997629321,Not a person,Sadif Analytics Prime,"('JNPR', '2019 q4')",0.9698205590248108
19861,GLW,2019 q4,4520,0.8204533777674698,Mehdi Hosseini,0.8021605338056172,male,Susquehanna Financial Group LLLP,"('GLW', '2019 q4')",0.0
19862,KEYS,2019 q4,4520,0.6916586946752937,Mehdi Hosseini,0.6772047033418874,male,Susquehanna Financial Group LLLP,"('KEYS', '2019 q4')",0.008017520420253277
19863,HPQ,2019 q4,4520,0.6127449448638301,"Aaron C. Rakers, CFA",0.3522153619268143,male,"Wells Fargo Securities, LLC","('HPQ', '2019 q4')",0.0
19864,IPGP,2019 q4,4520,0.7373961098241136,Michael Feniger,0.5441884933141311,male,BofA Global Research,"('IPGP', '2019 q4')",0.0100083127617836
19865,IPGP,2019 q4,4520,0.7373961098241136,"Troy D. Jensen, CFA",0.4769737094473752,male,Piper Sandler Companies,"('IPGP', '2019 q4')",0.0
19866,IPGP,2019 q4,4520,0.7373961098241136,Mr. Jed E. Dorsheimer,0.592707498456878,male,Canaccord Genuity,"('IPGP', '2019 q4')",0.0
19867,IPGP,2019 q4,4520,0.7373961098241136,Mr. Mark Miller,0.6092936356971106,male,The Benchmark Company LLC,"('IPGP', '2019 q4')",0.0
19868,WDC,2019 q4,4520,0.495485573905064,Mr. Mark Miller,0.1175722673647556,male,The Benchmark Company LLC,"('WDC', '2019 q4')",0.0
19869,KEYS,2019 q4,4520,0.6916586946752937,Mr. John W. Pitzer,0.5250571297189243,male,Credit Suisse,"('KEYS', '2019 q4')",0.0
19870,KEYS,2019 q4,4520,0.6916586946752937,Mr. David Ridley-Lane,0.4327883736927848,male,BofA Global Research,"('KEYS', '2019 q4')",0.029569942504167557
19871,NTAP,2019 q4,4520,0.4815848410342415,Mr. Karl F. Ackerman,0.6230091103160504,male,Cowen and Company,"('NTAP', '2019 q4')",0.0
19872,NTAP,2019 q4,4520,0.4815848410342415,Eric Martinuzzi,0.192621006415805,male,Lake Street Capital Markets,"('NTAP', '2019 q4')",0.0
19873,STX,2019 q4,4520,0.6507099713074042,Christian D. Schwab,0.5256703241659475,male,Craig Hallum,"('STX', '2019 q4')",0.0
19874,WDC,2019 q4,4520,0.495485573905064,Christian D. Schwab,0.313396646296582,male,Craig Hallum,"('WDC', '2019 q4')",0.0
19875,STX,2019 q4,4520,0.6507099713074042,Mr. Matthew S. Bryson,0.3593666620960518,male,Wedbush Securities Inc.,"('STX', '2019 q4')",0.0
19876,STX,2019 q4,4520,0.6507099713074042,"Mr. Sidney Ho, CFA",0.7339269538242644,male,Deutsche Bank,"('STX', '2019 q4')",0.0
19877,WDC,2019 q4,4520,0.495485573905064,"Mr. Sidney Ho, CFA",0.8073136678280952,male,Deutsche Bank,"('WDC', '2019 q4')",0.0
19878,TEL,2019 q4,4520,0.7063087801957393,Mr. Dan V. Galves,0.4548920090830463,male,Wolfe Research,"('TEL', '2019 q4')",0.0
19879,WDC,2019 q4,4520,0.495485573905064,Mr. XiaoFei Zhang,0.2483109443457299,male,"GF Securities Co., Ltd.","('WDC', '2019 q4')",0.0
19880,WDC,2019 q4,4520,0.495485573905064,Mr. Mitch T. Steves,0.1069134628517894,male,RBC Capital Markets,"('WDC', '2019 q4')",0.0
19881,WDC,2019 q4,4520,0.495485573905064,"Thomas Egan, CFA",0.3053797357557187,male,JPMorgan Econ & FI,"('WDC', '2019 q4')",0.0
19882,XRX,2019 q4,4520,0.764648414402395,"Thomas Egan, CFA",0.4942543630490948,male,JPMorgan Econ & FI,"('XRX', '2019 q4')",0.05319135636091232
19883,WDC,2019 q4,4520,0.495485573905064,Mr. Ed A. Parker,0.2207480860055407,male,BTIG,"('WDC', '2019 q4')",0.014408793300390244
19884,ZBRA,2019 q4,4520,0.5479568237329503,"Brian P. Drab, CFA",0.4907429391499214,male,William Blair & Company,"('ZBRA', '2019 q4')",0.0
19885,AAPL,2020 q1,4520,0.5739264844484738,Ms. Katy L. Huberty,0.4283719540142609,female,Morgan Stanley,"('AAPL', '2020 q1')",0.0
19886,CDW,2020 q1,4520,0.6886925532826296,Ms. Katy L. Huberty,0.4980330813778997,female,Morgan Stanley,"('CDW', '2020 q1')",0.012486636638641357
19887,HPE (1),2020 q1,4520,0.63538177633607,Ms. Katy L. Huberty,0.4754500832084111,female,Morgan Stanley,"('HPE (1)', '2020 q1')",0.0
19888,HPQ,2020 q1,4520,0.5567708723233847,Ms. Katy L. Huberty,0.4461781259358359,female,Morgan Stanley,"('HPQ', '2020 q1')",0.020436478778719902
19889,NTAP,2020 q1,4520,0.5745695918239452,Ms. Katy L. Huberty,0.4100083564251004,female,Morgan Stanley,"('NTAP', '2020 q1')",0.0
19890,STX,2020 q1,4520,0.6259022645891009,Ms. Katy L. Huberty,0.4154245052197424,female,Morgan Stanley,"('STX', '2020 q1')",0.0
19891,AAPL,2020 q1,4520,0.5739264844484738,Mr. Robert T. Muller,0.1530417047975228,male,RBC Capital Markets,"('AAPL', '2020 q1')",0.015979071147739887
19892,ANET,2020 q1,4520,0.4360662626509176,Mr. Robert T. Muller,0.0922164827087625,male,RBC Capital Markets,"('ANET', '2020 q1')",0.0
19893,CSCO,2020 q1,4520,0.4189492231951268,Mr. Robert T. Muller,0.0770867768457801,male,RBC Capital Markets,"('CSCO', '2020 q1')",0.0
19894,JNPR,2020 q1,4520,0.5945748913242774,Mr. Robert T. Muller,0.1602937311509033,male,RBC Capital Markets,"('JNPR', '2020 q1')",0.0
19895,AAPL,2020 q1,4520,0.5739264844484738,"Ms. Angelo Zino, CFA",0.6229306356055824,female,CFRA Equity Research,"('AAPL', '2020 q1')",0.0
19896,HPE (1),2020 q1,4520,0.63538177633607,"Ms. Angelo Zino, CFA",0.7010264676320807,female,CFRA Equity Research,"('HPE (1)', '2020 q1')",0.0
19897,HPQ,2020 q1,4520,0.5567708723233847,"Ms. Angelo Zino, CFA",0.6615894766437489,female,CFRA Equity Research,"('HPQ', '2020 q1')",0.0
19898,NTAP,2020 q1,4520,0.5745695918239452,"Ms. Angelo Zino, CFA",0.6937844757014343,female,CFRA Equity Research,"('NTAP', '2020 q1')",0.0
19899,STX,2020 q1,4520,0.6259022645891009,"Ms. Angelo Zino, CFA",0.6426955283566718,female,CFRA Equity Research,"('STX', '2020 q1')",0.0
19900,WDC,2020 q1,4520,0.6100818770250508,"Ms. Angelo Zino, CFA",0.7098754462835807,female,CFRA Equity Research,"('WDC', '2020 q1')",0.0
19901,AAPL,2020 q1,4520,0.5739264844484738,Mr. Kyle Mcnealy,0.2477586348003794,male,Jefferies,"('AAPL', '2020 q1')",0.020000001043081285
19902,AAPL,2020 q1,4520,0.5739264844484738,"Mr. Amit J. Daryanani, CFA",0.138212370259559,male,EVERCORE ISI,"('AAPL', '2020 q1')",0.008333333767950535
19903,ANET,2020 q1,4520,0.4360662626509176,"Mr. Amit J. Daryanani, CFA",0.8601020183076443,male,EVERCORE ISI,"('ANET', '2020 q1')",0.01666666753590107
19904,APH,2020 q1,4520,0.6665542474304811,"Mr. Amit J. Daryanani, CFA",0.5152955536303963,male,EVERCORE ISI,"('APH', '2020 q1')",0.0
19905,CDW,2020 q1,4520,0.6886925532826296,"Mr. Amit J. Daryanani, CFA",0.5122758229132464,male,EVERCORE ISI,"('CDW', '2020 q1')",0.013391348533332348
19906,HPE (1),2020 q1,4520,0.63538177633607,"Mr. Amit J. Daryanani, CFA",0.3645977776743778,male,EVERCORE ISI,"('HPE (1)', '2020 q1')",0.0
19907,HPQ,2020 q1,4520,0.5567708723233847,"Mr. Amit J. Daryanani, CFA",0.3991604150699213,male,EVERCORE ISI,"('HPQ', '2020 q1')",0.019561387598514557
19908,NTAP,2020 q1,4520,0.5745695918239452,"Mr. Amit J. Daryanani, CFA",0.3197356867250859,male,EVERCORE ISI,"('NTAP', '2020 q1')",0.01666666753590107
19909,TEL,2020 q1,4520,0.5869541995782613,"Mr. Amit J. Daryanani, CFA",0.1999736924741385,male,EVERCORE ISI,"('TEL', '2020 q1')",0.0
19910,AAPL,2020 q1,4520,0.5739264844484738,Mr. Jeriel Ong,0.4857963005114318,male,Deutsche Bank,"('AAPL', '2020 q1')",0.0
19911,HPE (1),2020 q1,4520,0.63538177633607,Mr. Jeriel Ong,0.7019829926478484,male,Deutsche Bank,"('HPE (1)', '2020 q1')",0.0
19912,HPQ,2020 q1,4520,0.5567708723233847,Mr. Jeriel Ong,0.3942884559409738,male,Deutsche Bank,"('HPQ', '2020 q1')",0.0
19913,AAPL,2020 q1,4520,0.5739264844484738,Mr. Krish Sankar,0.1174827439000205,male,Cowen and Company,"('AAPL', '2020 q1')",0.008959398294488588
19914,AAPL,2020 q1,4520,0.5739264844484738,"T. Michael T. Walkley, CPA",0.264403906896314,male,Canaccord Genuity,"('AAPL', '2020 q1')",0.0034957246389240026
19915,AAPL,2020 q1,4520,0.5739264844484738,"Aaron C. Rakers, CFA",0.1673156899373117,male,"Wells Fargo Securities, LLC","('AAPL', '2020 q1')",0.0
19916,ANET,2020 q1,4520,0.4360662626509176,"Aaron C. Rakers, CFA",0.0870555245492816,male,"Wells Fargo Securities, LLC","('ANET', '2020 q1')",0.0
19917,CSCO,2020 q1,4520,0.4189492231951268,"Aaron C. Rakers, CFA",0.1244180846528269,male,"Wells Fargo Securities, LLC","('CSCO', '2020 q1')",0.0
19918,HPE (1),2020 q1,4520,0.63538177633607,"Aaron C. Rakers, CFA",0.4497293177333674,male,"Wells Fargo Securities, LLC","('HPE (1)', '2020 q1')",0.0
19919,HPQ,2020 q1,4520,0.5567708723233847,"Aaron C. Rakers, CFA",0.2298409214330778,male,"Wells Fargo Securities, LLC","('HPQ', '2020 q1')",0.0
19920,JNPR,2020 q1,4520,0.5945748913242774,"Aaron C. Rakers, CFA",0.189035393571202,male,"Wells Fargo Securities, LLC","('JNPR', '2020 q1')",0.0
19921,NTAP,2020 q1,4520,0.5745695918239452,"Aaron C. Rakers, CFA",0.129415104187069,male,"Wells Fargo Securities, LLC","('NTAP', '2020 q1')",0.0
19922,WDC,2020 q1,4520,0.6100818770250508,"Aaron C. Rakers, CFA",0.2210743395204633,male,"Wells Fargo Securities, LLC","('WDC', '2020 q1')",0.0
19923,AAPL,2020 q1,4520,0.5739264844484738,Mr. Daniel H. Ives,0.3155555040008695,male,Wedbush Securities Inc.,"('AAPL', '2020 q1')",0.0031860447488725185
19924,AAPL,2020 q1,4520,0.5739264844484738,Wamsi Mohan,0.1776596367464138,male,BofA Global Research,"('AAPL', '2020 q1')",0.010538299567997456
19925,APH,2020 q1,4520,0.6665542474304811,Wamsi Mohan,0.4351087454415179,male,BofA Global Research,"('APH', '2020 q1')",0.0
19926,GLW,2020 q1,4520,0.7177901756699064,Wamsi Mohan,0.500146528933959,male,BofA Global Research,"('GLW', '2020 q1')",0.0
19927,HPE (1),2020 q1,4520,0.63538177633607,Wamsi Mohan,0.3616465272533221,male,BofA Global Research,"('HPE (1)', '2020 q1')",0.0
19928,NTAP,2020 q1,4520,0.5745695918239452,Wamsi Mohan,0.2651118609391236,male,BofA Global Research,"('NTAP', '2020 q1')",0.005050498526543379
19929,STX,2020 q1,4520,0.6259022645891009,Wamsi Mohan,0.2862177069357575,male,BofA Global Research,"('STX', '2020 q1')",0.0
19930,TEL,2020 q1,4520,0.5869541995782613,Wamsi Mohan,0.3995795296081531,male,BofA Global Research,"('TEL', '2020 q1')",0.0
19931,WDC,2020 q1,4520,0.6100818770250508,Wamsi Mohan,0.6251261914978758,male,BofA Global Research,"('WDC', '2020 q1')",0.0
19932,AAPL,2020 q1,4520,0.5739264844484738,Mr. Tim P. Long,0.6592467190213362,male,Barclays,"('AAPL', '2020 q1')",0.0
19933,ANET,2020 q1,4520,0.4360662626509176,Mr. Tim P. Long,0.1916432617896799,male,Barclays,"('ANET', '2020 q1')",0.013622267171740532
19934,FFIV,2020 q1,4520,0.5124366027487626,Mr. Tim P. Long,0.4289102577709038,male,Barclays,"('FFIV', '2020 q1')",0.0
19935,GLW,2020 q1,4520,0.7177901756699064,Mr. Tim P. Long,0.4965237729518794,male,Barclays,"('GLW', '2020 q1')",0.0
19936,HPE (1),2020 q1,4520,0.63538177633607,Mr. Tim P. Long,0.464191772426721,male,Barclays,"('HPE (1)', '2020 q1')",0.0
19937,HPQ,2020 q1,4520,0.5567708723233847,Mr. Tim P. Long,0.4629290855479409,male,Barclays,"('HPQ', '2020 q1')",0.0
19938,JNPR,2020 q1,4520,0.5945748913242774,Mr. Tim P. Long,0.4467979284883897,male,Barclays,"('JNPR', '2020 q1')",0.0
19939,KEYS,2020 q1,4520,0.7914079457439985,Mr. Tim P. Long,0.5739713079183179,male,Barclays,"('KEYS', '2020 q1')",0.0
19940,MSI,2020 q1,4520,0.7955776896066644,Mr. Tim P. Long,0.6725659761457159,male,Barclays,"('MSI', '2020 q1')",0.013875184580683708
19941,NTAP,2020 q1,4520,0.5745695918239452,Mr. Tim P. Long,0.3952425784808064,male,Barclays,"('NTAP', '2020 q1')",0.0
19942,STX,2020 q1,4520,0.6259022645891009,Mr. Tim P. Long,0.3923062151152884,male,Barclays,"('STX', '2020 q1')",0.0
19943,WDC,2020 q1,4520,0.6100818770250508,Mr. Tim P. Long,0.472452537155461,male,Barclays,"('WDC', '2020 q1')",0.0
19944,AAPL,2020 q1,4520,0.5739264844484738,Ms. Akansha Agarwal,0.4149713146746224,female,Crispidea,"('AAPL', '2020 q1')",0.03222844935953617
19945,AAPL,2020 q1,4520,0.5739264844484738,Research Department,0.8527046008211198,Not a person,Trefis,"('AAPL', '2020 q1')",0.0
19946,GLW,2020 q1,4520,0.7177901756699064,Research Department,0.536565510018801,Not a person,Trefis,"('GLW', '2020 q1')",0.0
19947,AAPL,2020 q1,4520,0.5739264844484738,"Shebly Seyrafi, CFA",0.2709292973948046,male,FBN Securities,"('AAPL', '2020 q1')",0.0
19948,NTAP,2020 q1,4520,0.5745695918239452,"Shebly Seyrafi, CFA",0.2576662700930209,male,FBN Securities,"('NTAP', '2020 q1')",0.0
19949,STX,2020 q1,4520,0.6259022645891009,"Shebly Seyrafi, CFA",0.2269838326842061,male,FBN Securities,"('STX', '2020 q1')",0.0
19950,WDC,2020 q1,4520,0.6100818770250508,"Shebly Seyrafi, CFA",0.6458775970389095,male,FBN Securities,"('WDC', '2020 q1')",0.03333333507180214
19951,AAPL,2020 q1,4520,0.5739264844484738,SADIF Research,0.971956801844584,Not a person,Sadif Analytics Prime,"('AAPL', '2020 q1')",0.9458401799201965
19952,CDW,2020 q1,4520,0.6886925532826296,SADIF Research,0.987985353171811,Not a person,Sadif Analytics Prime,"('CDW', '2020 q1')",0.9793683886528015
19953,FFIV,2020 q1,4520,0.5124366027487626,SADIF Research,0.963671234742934,Not a person,Sadif Analytics Prime,"('FFIV', '2020 q1')",0.9534903168678284
19954,JNPR,2020 q1,4520,0.5945748913242774,SADIF Research,0.9805989751088876,Not a person,Sadif Analytics Prime,"('JNPR', '2020 q1')",0.9779834747314453
19955,MSI,2020 q1,4520,0.7955776896066644,SADIF Research,0.9333046089649224,Not a person,Sadif Analytics Prime,"('MSI', '2020 q1')",0.9504151940345764
19956,NTAP,2020 q1,4520,0.5745695918239452,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('NTAP', '2020 q1')",0.9739832878112793
19957,STX,2020 q1,4520,0.6259022645891009,SADIF Research,0.9488246483702278,Not a person,Sadif Analytics Prime,"('STX', '2020 q1')",0.9212502837181091
19958,AAPL,2020 q1,4520,0.5739264844484738,Nicolas S. Cote-Colisson,0.2186311517073395,male,HSBC,"('AAPL', '2020 q1')",0.0
19959,AAPL,2020 q1,4520,0.5739264844484738,Ms. Kyna Wong,0.7738669474596601,female,Credit Suisse,"('AAPL', '2020 q1')",0.0
19960,AAPL,2020 q1,4520,0.5739264844484738,Mr. Matthew N. Cabral,0.15847450792228,male,Credit Suisse,"('AAPL', '2020 q1')",0.0
19961,HPQ,2020 q1,4520,0.5567708723233847,Mr. Matthew N. Cabral,0.2536399994135746,male,Credit Suisse,"('HPQ', '2020 q1')",0.0
19962,NTAP,2020 q1,4520,0.5745695918239452,Mr. Matthew N. Cabral,0.2910180557578956,male,Credit Suisse,"('NTAP', '2020 q1')",0.0
19963,AAPL,2020 q1,4520,0.5739264844484738,Harsh V. Kumar,0.3377403857501827,male,Piper Sandler Companies,"('AAPL', '2020 q1')",0.0
19964,AAPL,2020 q1,4520,0.5739264844484738,Mr. Abhinav Davuluri,0.5152116901008905,male,"Morningstar, Inc.","('AAPL', '2020 q1')",0.011111111690600714
19965,STX,2020 q1,4520,0.6259022645891009,Mr. Abhinav Davuluri,0.4646252382612023,male,"Morningstar, Inc.","('STX', '2020 q1')",0.0
19966,WDC,2020 q1,4520,0.6100818770250508,Mr. Abhinav Davuluri,0.4946846597592432,male,"Morningstar, Inc.","('WDC', '2020 q1')",0.0
19967,AAPL,2020 q1,4520,0.5739264844484738,Michael J. Olson,0.2850664043138807,male,Piper Sandler Companies,"('AAPL', '2020 q1')",0.0
19968,AAPL,2020 q1,4520,0.5739264844484738,Mr. Andrew P. Uerkwitz,0.1842917321286618,male,"Oppenheimer & Co., Inc.","('AAPL', '2020 q1')",0.012626416981220245
19969,ANET,2020 q1,4520,0.4360662626509176,Ms Meta A. Marshall,0.448010881053038,female,Morgan Stanley,"('ANET', '2020 q1')",0.0
19970,CSCO,2020 q1,4520,0.4189492231951268,Ms Meta A. Marshall,0.4222045337150043,female,Morgan Stanley,"('CSCO', '2020 q1')",0.0
19971,FFIV,2020 q1,4520,0.5124366027487626,Ms Meta A. Marshall,0.3662300777877428,female,Morgan Stanley,"('FFIV', '2020 q1')",0.0
19972,GLW,2020 q1,4520,0.7177901756699064,Ms Meta A. Marshall,0.5977958110632364,female,Morgan Stanley,"('GLW', '2020 q1')",0.0
19973,JNPR,2020 q1,4520,0.5945748913242774,Ms Meta A. Marshall,0.43765450629877,female,Morgan Stanley,"('JNPR', '2020 q1')",0.0
19974,ZBRA,2020 q1,4520,0.6711014931182847,Ms Meta A. Marshall,0.6270117972410015,female,Morgan Stanley,"('ZBRA', '2020 q1')",0.0
19975,ANET,2020 q1,4520,0.4360662626509176,Sami Badri,0.3322382622486057,male,Credit Suisse,"('ANET', '2020 q1')",0.0
19976,CSCO,2020 q1,4520,0.4189492231951268,Sami Badri,0.3914089320068024,male,Credit Suisse,"('CSCO', '2020 q1')",0.0
19977,FFIV,2020 q1,4520,0.5124366027487626,Sami Badri,0.2421863253049707,male,Credit Suisse,"('FFIV', '2020 q1')",0.0
19978,MSI,2020 q1,4520,0.7955776896066644,Sami Badri,0.5221030358851297,male,Credit Suisse,"('MSI', '2020 q1')",0.0
19979,ANET,2020 q1,4520,0.4360662626509176,Mark Cash,0.3858341595856899,male,"Morningstar, Inc.","('ANET', '2020 q1')",0.0
19980,CSCO,2020 q1,4520,0.4189492231951268,Mark Cash,0.4057177285325911,male,"Morningstar, Inc.","('CSCO', '2020 q1')",0.0
19981,FFIV,2020 q1,4520,0.5124366027487626,Mark Cash,0.4141906911076372,male,"Morningstar, Inc.","('FFIV', '2020 q1')",0.0
19982,GLW,2020 q1,4520,0.7177901756699064,Mark Cash,0.531290370183847,male,"Morningstar, Inc.","('GLW', '2020 q1')",0.0
19983,HPE (1),2020 q1,4520,0.63538177633607,Mark Cash,0.6814864791334222,male,"Morningstar, Inc.","('HPE (1)', '2020 q1')",0.0
19984,HPQ,2020 q1,4520,0.5567708723233847,Mark Cash,0.6394544180630499,male,"Morningstar, Inc.","('HPQ', '2020 q1')",0.0030567325884476304
19985,JNPR,2020 q1,4520,0.5945748913242774,Mark Cash,0.5204077424368687,male,"Morningstar, Inc.","('JNPR', '2020 q1')",0.0
19986,NTAP,2020 q1,4520,0.5745695918239452,Mark Cash,0.5118554097199206,male,"Morningstar, Inc.","('NTAP', '2020 q1')",0.008333333767950535
19987,XRX,2020 q1,4520,0.7663770378628577,Mark Cash,0.7663770378628577,male,"Morningstar, Inc.","('XRX', '2020 q1')",0.0
19988,ANET,2020 q1,4520,0.4360662626509176,Mr. Ittai Kidron,0.0889600077050456,male,"Oppenheimer & Co., Inc.","('ANET', '2020 q1')",0.0
19989,CSCO,2020 q1,4520,0.4189492231951268,Mr. Ittai Kidron,0.135247886272005,male,"Oppenheimer & Co., Inc.","('CSCO', '2020 q1')",0.0
19990,NTAP,2020 q1,4520,0.5745695918239452,Mr. Ittai Kidron,0.1624294817445818,male,"Oppenheimer & Co., Inc.","('NTAP', '2020 q1')",0.02076595276594162
19991,ANET,2020 q1,4520,0.4360662626509176,Mr. James E. Fish,0.1910870411090182,male,Piper Sandler Companies,"('ANET', '2020 q1')",0.0
19992,CSCO,2020 q1,4520,0.4189492231951268,Mr. James E. Fish,0.1896814471315873,male,Piper Sandler Companies,"('CSCO', '2020 q1')",0.0
19993,FFIV,2020 q1,4520,0.5124366027487626,Mr. James E. Fish,0.2071027103954228,male,Piper Sandler Companies,"('FFIV', '2020 q1')",0.0
19994,ANET,2020 q1,4520,0.4360662626509176,Mr. Michael E. Genovese,0.1715473165258023,male,MKM Partners,"('ANET', '2020 q1')",0.06923525780439377
19995,CSCO,2020 q1,4520,0.4189492231951268,Mr. Michael E. Genovese,0.282113233129273,male,MKM Partners,"('CSCO', '2020 q1')",0.03805984556674957
19996,FFIV,2020 q1,4520,0.5124366027487626,Mr. Michael E. Genovese,0.1904607838381924,male,MKM Partners,"('FFIV', '2020 q1')",0.09113221615552902
19997,JNPR,2020 q1,4520,0.5945748913242774,Mr. Michael E. Genovese,0.2351747235684619,male,MKM Partners,"('JNPR', '2020 q1')",0.054920800030231476
19998,MSI,2020 q1,4520,0.7955776896066644,Mr. Michael E. Genovese,0.5578811083909028,male,MKM Partners,"('MSI', '2020 q1')",0.05915149673819542
19999,ANET,2020 q1,4520,0.4360662626509176,Mr. Paul J. Silverstein,0.1712735618467393,male,Cowen and Company,"('ANET', '2020 q1')",0.02113862708210945
20000,CSCO,2020 q1,4520,0.4189492231951268,Mr. Paul J. Silverstein,0.3026753815989769,male,Cowen and Company,"('CSCO', '2020 q1')",0.0
20001,FFIV,2020 q1,4520,0.5124366027487626,Mr. Paul J. Silverstein,0.1614562630446892,male,Cowen and Company,"('FFIV', '2020 q1')",0.0
20002,JNPR,2020 q1,4520,0.5945748913242774,Mr. Paul J. Silverstein,0.2406002059397872,male,Cowen and Company,"('JNPR', '2020 q1')",0.010970882140100002
20003,ANET,2020 q1,4520,0.4360662626509176,Mr. Keith Snyder,0.5345949958213558,male,CFRA Equity Research,"('ANET', '2020 q1')",0.0
20004,APH,2020 q1,4520,0.6665542474304811,Mr. Keith Snyder,0.7492077572780355,male,CFRA Equity Research,"('APH', '2020 q1')",0.0
20005,CSCO,2020 q1,4520,0.4189492231951268,Mr. Keith Snyder,0.5754649032612369,male,CFRA Equity Research,"('CSCO', '2020 q1')",0.0
20006,FFIV,2020 q1,4520,0.5124366027487626,Mr. Keith Snyder,0.4623683631401146,male,CFRA Equity Research,"('FFIV', '2020 q1')",0.0
20007,GLW,2020 q1,4520,0.7177901756699064,Mr. Keith Snyder,0.7275195224889563,male,CFRA Equity Research,"('GLW', '2020 q1')",0.0
20008,JNPR,2020 q1,4520,0.5945748913242774,Mr. Keith Snyder,0.6022487956249643,male,CFRA Equity Research,"('JNPR', '2020 q1')",0.0
20009,KEYS,2020 q1,4520,0.7914079457439985,Mr. Keith Snyder,0.8310850144575028,male,CFRA Equity Research,"('KEYS', '2020 q1')",0.0
20010,MSI,2020 q1,4520,0.7955776896066644,Mr. Keith Snyder,0.6889927388535799,male,CFRA Equity Research,"('MSI', '2020 q1')",0.0
20011,APH,2020 q1,4520,0.6665542474304811,Deepa Raghavan,0.2951391664133056,female,"Wells Fargo Securities, LLC","('APH', '2020 q1')",0.0
20012,TEL,2020 q1,4520,0.5869541995782613,Deepa Raghavan,0.4197410941143633,female,"Wells Fargo Securities, LLC","('TEL', '2020 q1')",0.04226801171898842
20013,APH,2020 q1,4520,0.6665542474304811,Craig M. Hettenbach,0.393051941294849,male,Morgan Stanley,"('APH', '2020 q1')",0.0
20014,TEL,2020 q1,4520,0.5869541995782613,Craig M. Hettenbach,0.3337950497489285,male,Morgan Stanley,"('TEL', '2020 q1')",0.0
20015,APH,2020 q1,4520,0.6665542474304811,Mr. Joseph C. Giordano,0.7705181408453349,male,Cowen and Company,"('APH', '2020 q1')",0.0
20016,TEL,2020 q1,4520,0.5869541995782613,Mr. Joseph C. Giordano,0.6891066463338412,male,Cowen and Company,"('TEL', '2020 q1')",0.0
20017,APH,2020 q1,4520,0.6665542474304811,Mr. Seth Sherwood,0.7470629452640971,male,"Morningstar, Inc.","('APH', '2020 q1')",0.0
20018,GLW,2020 q1,4520,0.7177901756699064,Mr. Seth Sherwood,0.5822095353351483,male,"Morningstar, Inc.","('GLW', '2020 q1')",0.0
20019,MSI,2020 q1,4520,0.7955776896066644,Mr. Seth Sherwood,0.6574634640226905,male,"Morningstar, Inc.","('MSI', '2020 q1')",0.0026300984900444746
20020,STX,2020 q1,4520,0.6259022645891009,Mr. Seth Sherwood,0.51369930696804,male,"Morningstar, Inc.","('STX', '2020 q1')",0.0
20021,TEL,2020 q1,4520,0.5869541995782613,Mr. Seth Sherwood,0.547599675876303,male,"Morningstar, Inc.","('TEL', '2020 q1')",0.0
20022,WDC,2020 q1,4520,0.6100818770250508,Mr. Seth Sherwood,0.5590478672824891,male,"Morningstar, Inc.","('WDC', '2020 q1')",0.0
20023,ZBRA,2020 q1,4520,0.6711014931182847,Mr. Seth Sherwood,0.5563430660092393,male,"Morningstar, Inc.","('ZBRA', '2020 q1')",0.00428786501288414
20024,APH,2020 q1,4520,0.6665542474304811,"Mr. Joseph Spak, CFA",0.4290906736892409,male,RBC Capital Markets,"('APH', '2020 q1')",0.01666666753590107
20025,TEL,2020 q1,4520,0.5869541995782613,"Mr. Joseph Spak, CFA",0.2186333820103071,male,RBC Capital Markets,"('TEL', '2020 q1')",0.0
20026,APH,2020 q1,4520,0.6665542474304811,Mr. David L. Kelley,0.4664463255024079,male,Jefferies,"('APH', '2020 q1')",0.018726671114563942
20027,CDW,2020 q1,4520,0.6886925532826296,Ruplu Bhattacharya,0.436693104644744,male,BofA Global Research,"('CDW', '2020 q1')",0.0
20028,CDW,2020 q1,4520,0.6886925532826296,Ms. Maggie Nolan,0.3816565044885351,female,William Blair & Company,"('CDW', '2020 q1')",0.0
20029,CDW,2020 q1,4520,0.6886925532826296,David Holt,0.8182752832427433,male,CFRA Equity Research,"('CDW', '2020 q1')",0.0
20030,FLIR,2020 q1,4520,0.5060158249057893,David Holt,0.7894504809170513,male,CFRA Equity Research,"('FLIR', '2020 q1')",0.0
20031,IPGP,2020 q1,4520,0.5718487372157072,David Holt,0.801592677174818,male,CFRA Equity Research,"('IPGP', '2020 q1')",0.0
20032,TEL,2020 q1,4520,0.5869541995782613,David Holt,0.6914710302354563,male,CFRA Equity Research,"('TEL', '2020 q1')",0.0
20033,XRX,2020 q1,4520,0.7663770378628577,David Holt,0.7663770378628577,male,CFRA Equity Research,"('XRX', '2020 q1')",0.0
20034,ZBRA,2020 q1,4520,0.6711014931182847,David Holt,0.7428945780301702,male,CFRA Equity Research,"('ZBRA', '2020 q1')",0.013127014972269535
20035,CDW,2020 q1,4520,0.6886925532826296,"Keith M. Housum, CPA",0.4330797496551433,male,Northcoast Research,"('CDW', '2020 q1')",0.0053403861820697784
20036,MSI,2020 q1,4520,0.7955776896066644,"Keith M. Housum, CPA",0.6209707976044552,male,Northcoast Research,"('MSI', '2020 q1')",0.005748810712248087
20037,ZBRA,2020 q1,4520,0.6711014931182847,"Keith M. Housum, CPA",0.499538857450961,male,Northcoast Research,"('ZBRA', '2020 q1')",0.014492802321910858
20038,CSCO,2020 q1,4520,0.4189492231951268,Mr. George C. Notter,0.2873157671924215,male,Jefferies,"('CSCO', '2020 q1')",0.0
20039,FFIV,2020 q1,4520,0.5124366027487626,Mr. George C. Notter,0.6999916879302146,male,Jefferies,"('FFIV', '2020 q1')",0.03333333507180214
20040,GLW,2020 q1,4520,0.7177901756699064,Mr. George C. Notter,0.471795028984791,male,Jefferies,"('GLW', '2020 q1')",0.03333333507180214
20041,MSI,2020 q1,4520,0.7955776896066644,Mr. George C. Notter,0.6555105684873269,male,Jefferies,"('MSI', '2020 q1')",0.03333333507180214
20042,FFIV,2020 q1,4520,0.5124366027487626,Ms. Catharine A. Trebnick,0.1453265756667532,female,Colliers Securities,"('FFIV', '2020 q1')",0.016450675204396248
20043,FFIV,2020 q1,4520,0.5124366027487626,Mr. Tal Liani,0.1736629240084164,male,BofA Global Research,"('FFIV', '2020 q1')",0.0
20044,JNPR,2020 q1,4520,0.5945748913242774,Mr. Tal Liani,0.2650360302028266,male,BofA Global Research,"('JNPR', '2020 q1')",0.013775214552879333
20045,FFIV,2020 q1,4520,0.5124366027487626,Mr. Matthew G. Hedberg,0.1531302546395878,male,RBC Capital Markets,"('FFIV', '2020 q1')",0.0
20046,FLIR,2020 q1,4520,0.5060158249057893,Mr. Andrew E. E. Buscaglia,0.3165455407378811,male,Berenberg,"('FLIR', '2020 q1')",0.0
20047,ZBRA,2020 q1,4520,0.6711014931182847,Mr. Andrew E. E. Buscaglia,0.4380019890022888,male,Berenberg,"('ZBRA', '2020 q1')",0.012395188212394714
20048,FLIR,2020 q1,4520,0.5060158249057893,Mr. Jeffrey T. Kessler,0.3058557764343623,male,"Imperial Capital, LLC","('FLIR', '2020 q1')",0.0
20049,ZBRA,2020 q1,4520,0.6711014931182847,Mr. Jeffrey T. Kessler,0.3650105208121385,male,"Imperial Capital, LLC","('ZBRA', '2020 q1')",0.0
20050,FLIR,2020 q1,4520,0.5060158249057893,Michael Ciarmoli,0.3873163989915802,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2020 q1')",0.0
20051,GLW,2020 q1,4520,0.7177901756699064,Mr. Brian J. Yun,0.875107543239147,male,Deutsche Bank,"('GLW', '2020 q1')",0.0
20052,JNPR,2020 q1,4520,0.5945748913242774,Mr. Brian J. Yun,0.762457988505664,male,Deutsche Bank,"('JNPR', '2020 q1')",0.0
20053,KEYS,2020 q1,4520,0.7914079457439985,Mr. Brian J. Yun,0.8685363897732142,male,Deutsche Bank,"('KEYS', '2020 q1')",0.0
20054,MSI,2020 q1,4520,0.7955776896066644,Mr. Brian J. Yun,0.839494568191622,male,Deutsche Bank,"('MSI', '2020 q1')",0.013486805371940136
20055,GLW,2020 q1,4520,0.7177901756699064,Mehdi Hosseini,0.471795028984791,male,Susquehanna Financial Group LLLP,"('GLW', '2020 q1')",0.03333333507180214
20056,NTAP,2020 q1,4520,0.5745695918239452,Mehdi Hosseini,0.7609788568445126,male,Susquehanna Financial Group LLLP,"('NTAP', '2020 q1')",0.0
20057,STX,2020 q1,4520,0.6259022645891009,Mehdi Hosseini,0.7758594495619855,male,Susquehanna Financial Group LLLP,"('STX', '2020 q1')",0.0
20058,HPE (1),2020 q1,4520,0.63538177633607,George M. Iwanyc,0.287733743912924,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2020 q1')",0.0
20059,NTAP,2020 q1,4520,0.5745695918239452,George M. Iwanyc,0.1510893221765727,male,"Oppenheimer & Co., Inc.","('NTAP', '2020 q1')",0.0
20060,HPE (1),2020 q1,4520,0.63538177633607,Mr. Nehal S. Chokshi,0.4288085353727909,male,Maxim Group,"('HPE (1)', '2020 q1')",0.0
20061,NTAP,2020 q1,4520,0.5745695918239452,Mr. Nehal S. Chokshi,0.133653243597615,male,Maxim Group,"('NTAP', '2020 q1')",0.020160965621471405
20062,STX,2020 q1,4520,0.6259022645891009,Mr. Nehal S. Chokshi,0.3769226170774566,male,Maxim Group,"('STX', '2020 q1')",0.0
20063,WDC,2020 q1,4520,0.6100818770250508,Mr. Nehal S. Chokshi,0.1985600127484277,male,Maxim Group,"('WDC', '2020 q1')",0.0
20064,IPGP,2020 q1,4520,0.5718487372157072,Mr. Thomas Hayes,0.3446430358971305,male,Northcoast Research,"('IPGP', '2020 q1')",0.0
20065,IPGP,2020 q1,4520,0.5718487372157072,Mr. Mark Miller,0.3229248736535046,male,The Benchmark Company LLC,"('IPGP', '2020 q1')",0.0
20066,WDC,2020 q1,4520,0.6100818770250508,Mr. Mark Miller,0.2941014132406949,male,The Benchmark Company LLC,"('WDC', '2020 q1')",0.0
20067,IPGP,2020 q1,4520,0.5718487372157072,Mr. Jed E. Dorsheimer,0.5460878145955571,male,Canaccord Genuity,"('IPGP', '2020 q1')",0.0
20068,IPGP,2020 q1,4520,0.5718487372157072,Mr. Andrew DeGasperi,0.5304137267631203,male,Berenberg,"('IPGP', '2020 q1')",0.025609930977225304
20069,IPGP,2020 q1,4520,0.5718487372157072,"Troy D. Jensen, CFA",0.3143794916309199,male,Piper Sandler Companies,"('IPGP', '2020 q1')",0.0
20070,KEYS,2020 q1,4520,0.7914079457439985,Mr. Naman Jain,0.8359159569650054,male,Crispidea,"('KEYS', '2020 q1')",0.0
20071,KEYS,2020 q1,4520,0.7914079457439985,Mr. John W. Pitzer,0.596665629181421,male,Credit Suisse,"('KEYS', '2020 q1')",0.0
20072,KEYS,2020 q1,4520,0.7914079457439985,Mr. David Ridley-Lane,0.586825985595781,male,BofA Global Research,"('KEYS', '2020 q1')",0.0
20073,NTAP,2020 q1,4520,0.5745695918239452,Eric Martinuzzi,0.2353007907737335,male,Lake Street Capital Markets,"('NTAP', '2020 q1')",0.0
20074,NTAP,2020 q1,4520,0.5745695918239452,Mr. Karl F. Ackerman,0.634585694301721,male,Cowen and Company,"('NTAP', '2020 q1')",0.0
20075,STX,2020 q1,4520,0.6259022645891009,Mr. Matthew S. Bryson,0.2973662515262078,male,Wedbush Securities Inc.,"('STX', '2020 q1')",0.0
20076,STX,2020 q1,4520,0.6259022645891009,Kinngai Chan,0.1902389415822353,male,Summit Insights Group,"('STX', '2020 q1')",0.02312169410288334
20077,STX,2020 q1,4520,0.6259022645891009,"Mr. Sidney Ho, CFA",0.7358419035947379,male,Deutsche Bank,"('STX', '2020 q1')",0.0
20078,WDC,2020 q1,4520,0.6100818770250508,"Mr. Sidney Ho, CFA",0.7626892168954105,male,Deutsche Bank,"('WDC', '2020 q1')",0.0
20079,STX,2020 q1,4520,0.6259022645891009,Mr. Mitch T. Steves,0.1749357848542585,male,RBC Capital Markets,"('STX', '2020 q1')",0.0
20080,WDC,2020 q1,4520,0.6100818770250508,Mr. Mitch T. Steves,0.1710184811548571,male,RBC Capital Markets,"('WDC', '2020 q1')",0.0
20081,STX,2020 q1,4520,0.6259022645891009,Christian D. Schwab,0.2981366667580254,male,Craig Hallum,"('STX', '2020 q1')",0.017273802310228348
20082,WDC,2020 q1,4520,0.6100818770250508,Christian D. Schwab,0.2525879925487613,male,Craig Hallum,"('WDC', '2020 q1')",0.0
20083,TEL,2020 q1,4520,0.5869541995782613,Brian Colello,0.522071454970841,male,"Morningstar, Inc.","('TEL', '2020 q1')",0.0
20084,TEL,2020 q1,4520,0.5869541995782613,Christopher D. Glynn,0.4118679050122183,male,"Oppenheimer & Co., Inc.","('TEL', '2020 q1')",0.0
20085,WDC,2020 q1,4520,0.6100818770250508,"Thomas Egan, CFA",0.4914167368909221,male,JPMorgan Econ & FI,"('WDC', '2020 q1')",0.046133533120155334
20086,WDC,2020 q1,4520,0.6100818770250508,Mr. Ed A. Parker,0.2562012862746642,male,BTIG,"('WDC', '2020 q1')",0.018946604803204536
20087,ZBRA,2020 q1,4520,0.6711014931182847,"Brian P. Drab, CFA",0.6506633035848569,male,William Blair & Company,"('ZBRA', '2020 q1')",0.0
20088,ZBRA,2020 q1,4520,0.6711014931182847,Mr. John Barrett,0.518202562951431,male,"Morningstar, Inc.","('ZBRA', '2020 q1')",0.0
20089,AAPL,2020 q2,4520,0.5891436607169297,"Ms. Angelo Zino, CFA",0.640962199432507,female,CFRA Equity Research,"('AAPL', '2020 q2')",0.0
20090,HPE (1),2020 q2,4520,0.6385693197935898,"Ms. Angelo Zino, CFA",0.670324102201487,female,CFRA Equity Research,"('HPE (1)', '2020 q2')",0.0
20091,HPQ,2020 q2,4520,0.657967190069217,"Ms. Angelo Zino, CFA",0.6895524027984133,female,CFRA Equity Research,"('HPQ', '2020 q2')",0.0
20092,NTAP,2020 q2,4520,0.5252380303035546,"Ms. Angelo Zino, CFA",0.7445219251585092,female,CFRA Equity Research,"('NTAP', '2020 q2')",0.0
20093,STX,2020 q2,4520,0.6823266933025933,"Ms. Angelo Zino, CFA",0.7177439833059969,female,CFRA Equity Research,"('STX', '2020 q2')",0.0
20094,WDC,2020 q2,4520,0.75889833101855,"Ms. Angelo Zino, CFA",0.7452627457940308,female,CFRA Equity Research,"('WDC', '2020 q2')",0.0
20095,AAPL,2020 q2,4520,0.5891436607169297,"T. Michael T. Walkley, CPA",0.1962336823028127,male,Canaccord Genuity,"('AAPL', '2020 q2')",0.0
20096,AAPL,2020 q2,4520,0.5891436607169297,Mr. Jeriel Ong,0.7377543130554962,male,Deutsche Bank,"('AAPL', '2020 q2')",0.0038307796542843184
20097,HPE (1),2020 q2,4520,0.6385693197935898,Mr. Jeriel Ong,0.488962142480114,male,Deutsche Bank,"('HPE (1)', '2020 q2')",0.0
20098,HPQ,2020 q2,4520,0.657967190069217,Mr. Jeriel Ong,0.6530816522295518,male,Deutsche Bank,"('HPQ', '2020 q2')",0.0
20099,AAPL,2020 q2,4520,0.5891436607169297,Mr. Matthew N. Cabral,0.2881743976278572,male,Credit Suisse,"('AAPL', '2020 q2')",0.0
20100,CDW,2020 q2,4520,0.6207708978354158,Mr. Matthew N. Cabral,0.3671179589519954,male,Credit Suisse,"('CDW', '2020 q2')",0.0
20101,HPE (1),2020 q2,4520,0.6385693197935898,Mr. Matthew N. Cabral,0.4356612019959463,male,Credit Suisse,"('HPE (1)', '2020 q2')",0.0
20102,HPQ,2020 q2,4520,0.657967190069217,Mr. Matthew N. Cabral,0.4202755555797234,male,Credit Suisse,"('HPQ', '2020 q2')",0.0
20103,XRX,2020 q2,4520,0.8223382822447428,Mr. Matthew N. Cabral,0.8351120463427105,male,Credit Suisse,"('XRX', '2020 q2')",0.0
20104,AAPL,2020 q2,4520,0.5891436607169297,Mr. Krish Sankar,0.1390585728914936,male,Cowen and Company,"('AAPL', '2020 q2')",0.0
20105,AAPL,2020 q2,4520,0.5891436607169297,Wamsi Mohan,0.1760485451053165,male,BofA Global Research,"('AAPL', '2020 q2')",0.0
20106,GLW,2020 q2,4520,0.8205552209117849,Wamsi Mohan,0.5428295818542475,male,BofA Global Research,"('GLW', '2020 q2')",0.0
20107,HPE (1),2020 q2,4520,0.6385693197935898,Wamsi Mohan,0.3668640761146908,male,BofA Global Research,"('HPE (1)', '2020 q2')",0.0
20108,HPQ,2020 q2,4520,0.657967190069217,Wamsi Mohan,0.3820062058928348,male,BofA Global Research,"('HPQ', '2020 q2')",0.005155338440090418
20109,NTAP,2020 q2,4520,0.5252380303035546,Wamsi Mohan,0.3148765079743145,male,BofA Global Research,"('NTAP', '2020 q2')",0.0
20110,STX,2020 q2,4520,0.6823266933025933,Wamsi Mohan,0.3193588843453594,male,BofA Global Research,"('STX', '2020 q2')",0.0
20111,TEL,2020 q2,4520,0.5777136596486303,Wamsi Mohan,0.4796359580458059,male,BofA Global Research,"('TEL', '2020 q2')",0.0
20112,WDC,2020 q2,4520,0.75889833101855,Wamsi Mohan,0.4352186813604358,male,BofA Global Research,"('WDC', '2020 q2')",0.0
20113,AAPL,2020 q2,4520,0.5891436607169297,Mr. Tim P. Long,0.7576967003372509,male,Barclays,"('AAPL', '2020 q2')",0.0
20114,CSCO,2020 q2,4520,0.5922824924233641,Mr. Tim P. Long,0.6110757355484565,male,Barclays,"('CSCO', '2020 q2')",0.0
20115,FFIV,2020 q2,4520,0.5022208730745127,Mr. Tim P. Long,0.4364936589786817,male,Barclays,"('FFIV', '2020 q2')",0.0
20116,GLW,2020 q2,4520,0.8205552209117849,Mr. Tim P. Long,0.4330900445788611,male,Barclays,"('GLW', '2020 q2')",0.0
20117,HPE (1),2020 q2,4520,0.6385693197935898,Mr. Tim P. Long,0.4355842144461551,male,Barclays,"('HPE (1)', '2020 q2')",0.0
20118,HPQ,2020 q2,4520,0.657967190069217,Mr. Tim P. Long,0.4724988164176882,male,Barclays,"('HPQ', '2020 q2')",0.0
20119,JNPR,2020 q2,4520,0.4603686772249423,Mr. Tim P. Long,0.7079499600633102,male,Barclays,"('JNPR', '2020 q2')",0.0
20120,KEYS,2020 q2,4520,0.7839052593712201,Mr. Tim P. Long,0.5906091760688258,male,Barclays,"('KEYS', '2020 q2')",0.0
20121,MSI,2020 q2,4520,0.7092649079219582,Mr. Tim P. Long,0.654444317757064,male,Barclays,"('MSI', '2020 q2')",0.023339612409472466
20122,NTAP,2020 q2,4520,0.5252380303035546,Mr. Tim P. Long,0.3708279150469561,male,Barclays,"('NTAP', '2020 q2')",0.0
20123,STX,2020 q2,4520,0.6823266933025933,Mr. Tim P. Long,0.6265111126239746,male,Barclays,"('STX', '2020 q2')",0.0
20124,WDC,2020 q2,4520,0.75889833101855,Mr. Tim P. Long,0.4946261956730307,male,Barclays,"('WDC', '2020 q2')",0.0
20125,AAPL,2020 q2,4520,0.5891436607169297,Mr. Daniel H. Ives,0.4821506860545588,male,Wedbush Securities Inc.,"('AAPL', '2020 q2')",0.0
20126,AAPL,2020 q2,4520,0.5891436607169297,Mr. Kyle Mcnealy,0.453136814350514,male,Jefferies,"('AAPL', '2020 q2')",0.01666666753590107
20127,AAPL,2020 q2,4520,0.5891436607169297,Mr. Andrew P. Uerkwitz,0.235999199606825,male,"Oppenheimer & Co., Inc.","('AAPL', '2020 q2')",0.020288631319999695
20128,GLW,2020 q2,4520,0.8205552209117849,Mr. Andrew P. Uerkwitz,0.6440478656897873,male,"Oppenheimer & Co., Inc.","('GLW', '2020 q2')",0.0
20129,AAPL,2020 q2,4520,0.5891436607169297,"Mr. Ashok Kumar, CFA",0.612824080900635,male,ThinkEquity,"('AAPL', '2020 q2')",0.032052356749773026
20130,AAPL,2020 q2,4520,0.5891436607169297,Mr. Abhinav Davuluri,0.5455192095298743,male,"Morningstar, Inc.","('AAPL', '2020 q2')",0.0
20131,STX,2020 q2,4520,0.6823266933025933,Mr. Abhinav Davuluri,0.8881321479670031,male,"Morningstar, Inc.","('STX', '2020 q2')",0.0
20132,WDC,2020 q2,4520,0.75889833101855,Mr. Abhinav Davuluri,0.9197847330284948,male,"Morningstar, Inc.","('WDC', '2020 q2')",0.0
20133,AAPL,2020 q2,4520,0.5891436607169297,Ms. Katy L. Huberty,0.30714552578014,female,Morgan Stanley,"('AAPL', '2020 q2')",0.0
20134,CDW,2020 q2,4520,0.6207708978354158,Ms. Katy L. Huberty,0.5970917696972344,female,Morgan Stanley,"('CDW', '2020 q2')",0.0067350491881370544
20135,HPE (1),2020 q2,4520,0.6385693197935898,Ms. Katy L. Huberty,0.377516166034873,female,Morgan Stanley,"('HPE (1)', '2020 q2')",0.0
20136,HPQ,2020 q2,4520,0.657967190069217,Ms. Katy L. Huberty,0.6113521583823222,female,Morgan Stanley,"('HPQ', '2020 q2')",0.0
20137,STX,2020 q2,4520,0.6823266933025933,Ms. Katy L. Huberty,0.537637476143666,female,Morgan Stanley,"('STX', '2020 q2')",0.0
20138,AAPL,2020 q2,4520,0.5891436607169297,"Shebly Seyrafi, CFA",0.3966769330063642,male,FBN Securities,"('AAPL', '2020 q2')",0.0
20139,ANET,2020 q2,4520,0.4916738187144198,"Shebly Seyrafi, CFA",0.2650658035751767,male,FBN Securities,"('ANET', '2020 q2')",0.0
20140,NTAP,2020 q2,4520,0.5252380303035546,"Shebly Seyrafi, CFA",0.3059401745654145,male,FBN Securities,"('NTAP', '2020 q2')",0.0
20141,AAPL,2020 q2,4520,0.5891436607169297,Mr. Robert T. Muller,0.1992650692779788,male,RBC Capital Markets,"('AAPL', '2020 q2')",0.0
20142,ANET,2020 q2,4520,0.4916738187144198,Mr. Robert T. Muller,0.0888882022895179,male,RBC Capital Markets,"('ANET', '2020 q2')",0.0
20143,CSCO,2020 q2,4520,0.5922824924233641,Mr. Robert T. Muller,0.2026808565723624,male,RBC Capital Markets,"('CSCO', '2020 q2')",0.0
20144,HPE (1),2020 q2,4520,0.6385693197935898,Mr. Robert T. Muller,0.2300738796516695,male,RBC Capital Markets,"('HPE (1)', '2020 q2')",0.0
20145,JNPR,2020 q2,4520,0.4603686772249423,Mr. Robert T. Muller,0.1096482914322519,male,RBC Capital Markets,"('JNPR', '2020 q2')",0.0
20146,AAPL,2020 q2,4520,0.5891436607169297,Harsh V. Kumar,0.4286815095206935,male,Piper Sandler Companies,"('AAPL', '2020 q2')",0.0
20147,ANET,2020 q2,4520,0.4916738187144198,SADIF Research,0.982072604560463,Not a person,Sadif Analytics Prime,"('ANET', '2020 q2')",0.9779833555221558
20148,GLW,2020 q2,4520,0.8205552209117849,SADIF Research,0.9967970243661542,Not a person,Sadif Analytics Prime,"('GLW', '2020 q2')",0.9537494778633118
20149,ZBRA,2020 q2,4520,0.7981425200053431,SADIF Research,0.9946439690568288,Not a person,Sadif Analytics Prime,"('ZBRA', '2020 q2')",0.9732527136802673
20150,ANET,2020 q2,4520,0.4916738187144198,Mr. Tal Liani,0.2692552445173117,male,BofA Global Research,"('ANET', '2020 q2')",0.0
20151,JNPR,2020 q2,4520,0.4603686772249423,Mr. Tal Liani,0.2136687597147522,male,BofA Global Research,"('JNPR', '2020 q2')",0.0
20152,ANET,2020 q2,4520,0.4916738187144198,Mr. Paul J. Silverstein,0.1894003966214663,male,Cowen and Company,"('ANET', '2020 q2')",0.0
20153,CSCO,2020 q2,4520,0.5922824924233641,Mr. Paul J. Silverstein,0.4093121032962489,male,Cowen and Company,"('CSCO', '2020 q2')",0.0
20154,FFIV,2020 q2,4520,0.5022208730745127,Mr. Paul J. Silverstein,0.2128630382165316,male,Cowen and Company,"('FFIV', '2020 q2')",0.0
20155,JNPR,2020 q2,4520,0.4603686772249423,Mr. Paul J. Silverstein,0.1487284278867141,male,Cowen and Company,"('JNPR', '2020 q2')",0.0
20156,MSI,2020 q2,4520,0.7092649079219582,Mr. Paul J. Silverstein,0.3857704175111384,male,Cowen and Company,"('MSI', '2020 q2')",0.0
20157,ANET,2020 q2,4520,0.4916738187144198,Mr. Keith Snyder,0.5657374290259474,male,CFRA Equity Research,"('ANET', '2020 q2')",0.0
20158,APH,2020 q2,4520,0.5749712153287987,Mr. Keith Snyder,0.7245261356463202,male,CFRA Equity Research,"('APH', '2020 q2')",0.0
20159,CSCO,2020 q2,4520,0.5922824924233641,Mr. Keith Snyder,0.5706364172993855,male,CFRA Equity Research,"('CSCO', '2020 q2')",0.0
20160,FFIV,2020 q2,4520,0.5022208730745127,Mr. Keith Snyder,0.5078542012963472,male,CFRA Equity Research,"('FFIV', '2020 q2')",0.0
20161,GLW,2020 q2,4520,0.8205552209117849,Mr. Keith Snyder,0.7845956328800584,male,CFRA Equity Research,"('GLW', '2020 q2')",0.0
20162,JNPR,2020 q2,4520,0.4603686772249423,Mr. Keith Snyder,0.5782504724310455,male,CFRA Equity Research,"('JNPR', '2020 q2')",0.0
20163,KEYS,2020 q2,4520,0.7839052593712201,Mr. Keith Snyder,0.8192167242688135,male,CFRA Equity Research,"('KEYS', '2020 q2')",0.0
20164,MSI,2020 q2,4520,0.7092649079219582,Mr. Keith Snyder,0.7441113475042649,male,CFRA Equity Research,"('MSI', '2020 q2')",0.01554013043642044
20165,ANET,2020 q2,4520,0.4916738187144198,"Mr. Amit J. Daryanani, CFA",0.2367455018743619,male,EVERCORE ISI,"('ANET', '2020 q2')",0.01666666753590107
20166,APH,2020 q2,4520,0.5749712153287987,"Mr. Amit J. Daryanani, CFA",0.3296039759183152,male,EVERCORE ISI,"('APH', '2020 q2')",0.0
20167,CSCO,2020 q2,4520,0.5922824924233641,"Mr. Amit J. Daryanani, CFA",0.7494395353994613,male,EVERCORE ISI,"('CSCO', '2020 q2')",0.01666666753590107
20168,HPQ,2020 q2,4520,0.657967190069217,"Mr. Amit J. Daryanani, CFA",0.3433838312003884,male,EVERCORE ISI,"('HPQ', '2020 q2')",0.0
20169,JNPR,2020 q2,4520,0.4603686772249423,"Mr. Amit J. Daryanani, CFA",0.3188492471330413,male,EVERCORE ISI,"('JNPR', '2020 q2')",0.0
20170,NTAP,2020 q2,4520,0.5252380303035546,"Mr. Amit J. Daryanani, CFA",0.6939648901314013,male,EVERCORE ISI,"('NTAP', '2020 q2')",0.03333333507180214
20171,TEL,2020 q2,4520,0.5777136596486303,"Mr. Amit J. Daryanani, CFA",0.2903626906806757,male,EVERCORE ISI,"('TEL', '2020 q2')",0.0
20172,ANET,2020 q2,4520,0.4916738187144198,Ms Meta A. Marshall,0.5614234542994797,female,Morgan Stanley,"('ANET', '2020 q2')",0.0
20173,CSCO,2020 q2,4520,0.5922824924233641,Ms Meta A. Marshall,0.4716913291863853,female,Morgan Stanley,"('CSCO', '2020 q2')",0.0
20174,FFIV,2020 q2,4520,0.5022208730745127,Ms Meta A. Marshall,0.3233572939454842,female,Morgan Stanley,"('FFIV', '2020 q2')",0.0
20175,GLW,2020 q2,4520,0.8205552209117849,Ms Meta A. Marshall,0.640803327581107,female,Morgan Stanley,"('GLW', '2020 q2')",0.0
20176,JNPR,2020 q2,4520,0.4603686772249423,Ms Meta A. Marshall,0.4535679234208332,female,Morgan Stanley,"('JNPR', '2020 q2')",0.0
20177,ZBRA,2020 q2,4520,0.7981425200053431,Ms Meta A. Marshall,0.7243631001670076,female,Morgan Stanley,"('ZBRA', '2020 q2')",0.0
20178,ANET,2020 q2,4520,0.4916738187144198,Mr. James E. Fish,0.1869059158638307,male,Piper Sandler Companies,"('ANET', '2020 q2')",0.0
20179,CSCO,2020 q2,4520,0.5922824924233641,Mr. James E. Fish,0.2530522375083254,male,Piper Sandler Companies,"('CSCO', '2020 q2')",0.0
20180,FFIV,2020 q2,4520,0.5022208730745127,Mr. James E. Fish,0.2628157056160708,male,Piper Sandler Companies,"('FFIV', '2020 q2')",0.0
20181,JNPR,2020 q2,4520,0.4603686772249423,Mr. James E. Fish,0.2001757155424006,male,Piper Sandler Companies,"('JNPR', '2020 q2')",0.0
20182,ANET,2020 q2,4520,0.4916738187144198,Sami Badri,0.3094230080732454,male,Credit Suisse,"('ANET', '2020 q2')",0.0
20183,CSCO,2020 q2,4520,0.5922824924233641,Sami Badri,0.4528505527539322,male,Credit Suisse,"('CSCO', '2020 q2')",0.0
20184,FFIV,2020 q2,4520,0.5022208730745127,Sami Badri,0.3172835869690541,male,Credit Suisse,"('FFIV', '2020 q2')",0.0
20185,MSI,2020 q2,4520,0.7092649079219582,Sami Badri,0.6079849820233901,male,Credit Suisse,"('MSI', '2020 q2')",0.0
20186,ANET,2020 q2,4520,0.4916738187144198,Erik L. Suppiger,0.3808427930360961,male,JMP Securities,"('ANET', '2020 q2')",0.017228910699486732
20187,ANET,2020 q2,4520,0.4916738187144198,Mark Cash,0.3926594733913891,male,"Morningstar, Inc.","('ANET', '2020 q2')",0.0
20188,CSCO,2020 q2,4520,0.5922824924233641,Mark Cash,0.4250918270401034,male,"Morningstar, Inc.","('CSCO', '2020 q2')",0.0
20189,FFIV,2020 q2,4520,0.5022208730745127,Mark Cash,0.5732522613766242,male,"Morningstar, Inc.","('FFIV', '2020 q2')",0.03333333507180214
20190,GLW,2020 q2,4520,0.8205552209117849,Mark Cash,0.9258487139643612,male,"Morningstar, Inc.","('GLW', '2020 q2')",0.0
20191,HPE (1),2020 q2,4520,0.6385693197935898,Mark Cash,0.8868573098512745,male,"Morningstar, Inc.","('HPE (1)', '2020 q2')",0.0
20192,HPQ,2020 q2,4520,0.657967190069217,Mark Cash,0.6520626030171663,male,"Morningstar, Inc.","('HPQ', '2020 q2')",0.002642248757183552
20193,JNPR,2020 q2,4520,0.4603686772249423,Mark Cash,0.4562738546481556,male,"Morningstar, Inc.","('JNPR', '2020 q2')",0.0
20194,NTAP,2020 q2,4520,0.5252380303035546,Mark Cash,0.5145252312604592,male,"Morningstar, Inc.","('NTAP', '2020 q2')",0.022222223381201427
20195,XRX,2020 q2,4520,0.8223382822447428,Mark Cash,0.7691532896142208,male,"Morningstar, Inc.","('XRX', '2020 q2')",0.0
20196,ANET,2020 q2,4520,0.4916738187144198,Mr. Michael E. Genovese,0.1186883471318151,male,MKM Partners,"('ANET', '2020 q2')",0.0847885012626648
20197,FFIV,2020 q2,4520,0.5022208730745127,Mr. Michael E. Genovese,0.2363328349770079,male,MKM Partners,"('FFIV', '2020 q2')",0.08106151968240738
20198,JNPR,2020 q2,4520,0.4603686772249423,Mr. Michael E. Genovese,0.2338320167657852,male,MKM Partners,"('JNPR', '2020 q2')",0.06636737287044525
20199,ANET,2020 q2,4520,0.4916738187144198,Mr. Ittai Kidron,0.1165758548263276,male,"Oppenheimer & Co., Inc.","('ANET', '2020 q2')",0.0
20200,CSCO,2020 q2,4520,0.5922824924233641,Mr. Ittai Kidron,0.1995783388561769,male,"Oppenheimer & Co., Inc.","('CSCO', '2020 q2')",0.0
20201,APH,2020 q2,4520,0.5749712153287987,"Mr. William S. Stein, CFA",0.3932385505302414,male,SunTrust Robinson Humphrey Capital Markets,"('APH', '2020 q2')",0.0
20202,APH,2020 q2,4520,0.5749712153287987,Deepa Raghavan,0.3030303553103909,female,"Wells Fargo Securities, LLC","('APH', '2020 q2')",0.005512468982487917
20203,TEL,2020 q2,4520,0.5777136596486303,Deepa Raghavan,0.3479225834610873,female,"Wells Fargo Securities, LLC","('TEL', '2020 q2')",0.0
20204,APH,2020 q2,4520,0.5749712153287987,Mr. David L. Kelley,0.4060028726049385,male,Jefferies,"('APH', '2020 q2')",0.0
20205,APH,2020 q2,4520,0.5749712153287987,Brian Colello,0.7254340557960335,male,"Morningstar, Inc.","('APH', '2020 q2')",0.0
20206,TEL,2020 q2,4520,0.5777136596486303,Brian Colello,0.7152129899958473,male,"Morningstar, Inc.","('TEL', '2020 q2')",0.0
20207,CDW,2020 q2,4520,0.6207708978354158,"Keith M. Housum, CPA",0.4545400662127942,male,Northcoast Research,"('CDW', '2020 q2')",0.0
20208,MSI,2020 q2,4520,0.7092649079219582,"Keith M. Housum, CPA",0.651171358244138,male,Northcoast Research,"('MSI', '2020 q2')",0.0
20209,ZBRA,2020 q2,4520,0.7981425200053431,"Keith M. Housum, CPA",0.5861066778739187,male,Northcoast Research,"('ZBRA', '2020 q2')",0.0
20210,CDW,2020 q2,4520,0.6207708978354158,Ms. Maggie Nolan,0.4945416724693115,female,William Blair & Company,"('CDW', '2020 q2')",0.0
20211,CDW,2020 q2,4520,0.6207708978354158,David Holt,0.7723330986889219,male,CFRA Equity Research,"('CDW', '2020 q2')",0.0
20212,FLIR,2020 q2,4520,0.6000380817773734,David Holt,0.7579698597546114,male,CFRA Equity Research,"('FLIR', '2020 q2')",0.0
20213,IPGP,2020 q2,4520,0.7698532671872598,David Holt,0.8095213433509364,male,CFRA Equity Research,"('IPGP', '2020 q2')",0.0
20214,TEL,2020 q2,4520,0.5777136596486303,David Holt,0.7498174898571502,male,CFRA Equity Research,"('TEL', '2020 q2')",0.0026484080590307713
20215,XRX,2020 q2,4520,0.8223382822447428,David Holt,0.8081525432621302,male,CFRA Equity Research,"('XRX', '2020 q2')",0.0
20216,ZBRA,2020 q2,4520,0.7981425200053431,David Holt,0.7752249226621527,male,CFRA Equity Research,"('ZBRA', '2020 q2')",0.005603985860943794
20217,CDW,2020 q2,4520,0.6207708978354158,Ruplu Bhattacharya,0.4830244255915731,male,BofA Global Research,"('CDW', '2020 q2')",0.0
20218,CSCO,2020 q2,4520,0.5922824924233641,Ms. Akansha Agarwal,0.5075868314021481,female,Crispidea,"('CSCO', '2020 q2')",0.0
20219,HPQ,2020 q2,4520,0.657967190069217,Ms. Akansha Agarwal,0.6293436702628583,female,Crispidea,"('HPQ', '2020 q2')",0.03333333507180214
20220,FFIV,2020 q2,4520,0.5022208730745127,Mr. George C. Notter,0.5732522613766242,male,Jefferies,"('FFIV', '2020 q2')",0.03333333507180214
20221,FFIV,2020 q2,4520,0.5022208730745127,Mr. Matthew G. Hedberg,0.217920741040918,male,RBC Capital Markets,"('FFIV', '2020 q2')",0.0
20222,FLIR,2020 q2,4520,0.6000380817773734,Michael Ciarmoli,0.4702702089882248,male,SunTrust Robinson Humphrey Capital Markets,"('FLIR', '2020 q2')",0.0
20223,FLIR,2020 q2,4520,0.6000380817773734,Mr. Jeffrey T. Kessler,0.4577544079080005,male,"Imperial Capital, LLC","('FLIR', '2020 q2')",0.0
20224,ZBRA,2020 q2,4520,0.7981425200053431,Mr. Jeffrey T. Kessler,0.464807862033232,male,"Imperial Capital, LLC","('ZBRA', '2020 q2')",0.0
20225,FLIR,2020 q2,4520,0.6000380817773734,Mr. Andrew E. E. Buscaglia,0.5034228685323925,male,Berenberg,"('FLIR', '2020 q2')",0.0
20226,GLW,2020 q2,4520,0.8205552209117849,Research Department,0.5977629342970181,Not a person,Trefis,"('GLW', '2020 q2')",0.0
20227,GLW,2020 q2,4520,0.8205552209117849,Mehdi Hosseini,0.8571830831134651,male,Susquehanna Financial Group LLLP,"('GLW', '2020 q2')",0.0
20228,HPE (1),2020 q2,4520,0.6385693197935898,Mehdi Hosseini,0.8021939473988867,male,Susquehanna Financial Group LLLP,"('HPE (1)', '2020 q2')",0.0
20229,KEYS,2020 q2,4520,0.7839052593712201,Mehdi Hosseini,0.8428107803280954,male,Susquehanna Financial Group LLLP,"('KEYS', '2020 q2')",0.0
20230,STX,2020 q2,4520,0.6823266933025933,Mehdi Hosseini,0.7457888815025839,male,Susquehanna Financial Group LLLP,"('STX', '2020 q2')",0.0
20231,HPE (1),2020 q2,4520,0.6385693197935898,George M. Iwanyc,0.3552472192217165,male,"Oppenheimer & Co., Inc.","('HPE (1)', '2020 q2')",0.0
20232,NTAP,2020 q2,4520,0.5252380303035546,George M. Iwanyc,0.1898236667476556,male,"Oppenheimer & Co., Inc.","('NTAP', '2020 q2')",0.0
20233,HPE (1),2020 q2,4520,0.6385693197935898,"Aaron C. Rakers, CFA",0.2902651897347801,male,"Wells Fargo Securities, LLC","('HPE (1)', '2020 q2')",0.0
20234,HPQ,2020 q2,4520,0.657967190069217,"Aaron C. Rakers, CFA",0.3016173733998314,male,"Wells Fargo Securities, LLC","('HPQ', '2020 q2')",0.0
20235,JNPR,2020 q2,4520,0.4603686772249423,"Aaron C. Rakers, CFA",0.1277242037218851,male,"Wells Fargo Securities, LLC","('JNPR', '2020 q2')",0.0
20236,NTAP,2020 q2,4520,0.5252380303035546,"Aaron C. Rakers, CFA",0.1529130515087521,male,"Wells Fargo Securities, LLC","('NTAP', '2020 q2')",0.0
20237,STX,2020 q2,4520,0.6823266933025933,"Aaron C. Rakers, CFA",0.2840876767398766,male,"Wells Fargo Securities, LLC","('STX', '2020 q2')",0.0
20238,IPGP,2020 q2,4520,0.7698532671872598,Mr. Thomas Hayes,0.6917310677450462,male,Northcoast Research,"('IPGP', '2020 q2')",0.014285897836089134
20239,IPGP,2020 q2,4520,0.7698532671872598,Mr. Jed E. Dorsheimer,0.7427525474264917,male,Canaccord Genuity,"('IPGP', '2020 q2')",0.0
20240,KEYS,2020 q2,4520,0.7839052593712201,Mr. David Ridley-Lane,0.4857635327238577,male,BofA Global Research,"('KEYS', '2020 q2')",0.0
20241,KEYS,2020 q2,4520,0.7839052593712201,Mr. John W. Pitzer,0.6229785702282661,male,Credit Suisse,"('KEYS', '2020 q2')",0.0
20242,KEYS,2020 q2,4520,0.7839052593712201,Mr. Sushant Deosker,0.8725364713258724,male,Crispidea,"('KEYS', '2020 q2')",0.0
20243,MSI,2020 q2,4520,0.7092649079219582,Mr. John Barrett,0.6899399094514446,male,"Morningstar, Inc.","('MSI', '2020 q2')",0.0
20244,ZBRA,2020 q2,4520,0.7981425200053431,Mr. John Barrett,0.8189715716894411,male,"Morningstar, Inc.","('ZBRA', '2020 q2')",0.0
20245,NTAP,2020 q2,4520,0.5252380303035546,Eric Martinuzzi,0.2272027789744816,male,Lake Street Capital Markets,"('NTAP', '2020 q2')",0.0
20246,NTAP,2020 q2,4520,0.5252380303035546,Mr. Karl F. Ackerman,0.3421106756749648,male,Cowen and Company,"('NTAP', '2020 q2')",0.0
20247,WDC,2020 q2,4520,0.75889833101855,Mr. Karl F. Ackerman,0.4365959973165483,male,Cowen and Company,"('WDC', '2020 q2')",0.0
20248,STX,2020 q2,4520,0.6823266933025933,Mr. Mitch T. Steves,0.2876718996396606,male,RBC Capital Markets,"('STX', '2020 q2')",0.013111080043017864
20249,WDC,2020 q2,4520,0.75889833101855,Mr. Mitch T. Steves,0.3592424933987607,male,RBC Capital Markets,"('WDC', '2020 q2')",0.0
20250,STX,2020 q2,4520,0.6823266933025933,"Mr. Sidney Ho, CFA",0.774187864029372,male,Deutsche Bank,"('STX', '2020 q2')",0.0
20251,WDC,2020 q2,4520,0.75889833101855,"Mr. Sidney Ho, CFA",0.8121762938253563,male,Deutsche Bank,"('WDC', '2020 q2')",0.0
20252,STX,2020 q2,4520,0.6823266933025933,Christian D. Schwab,0.324389393969312,male,Craig Hallum,"('STX', '2020 q2')",0.0
20253,WDC,2020 q2,4520,0.75889833101855,Christian D. Schwab,0.6076405612655723,male,Craig Hallum,"('WDC', '2020 q2')",0.0
20254,STX,2020 q2,4520,0.6823266933025933,Mr. Mark Miller,0.3265844185224788,male,The Benchmark Company LLC,"('STX', '2020 q2')",0.0
20255,TEL,2020 q2,4520,0.5777136596486303,Craig M. Hettenbach,0.4300471686754669,male,Morgan Stanley,"('TEL', '2020 q2')",0.0
20256,TEL,2020 q2,4520,0.5777136596486303,Christopher D. Glynn,0.2622697541262201,male,"Oppenheimer & Co., Inc.","('TEL', '2020 q2')",0.0
20257,WDC,2020 q2,4520,0.75889833101855,Mr. Christopher A. Jacobson,0.9106561432809714,male,Susquehanna Financial Group LLLP,"('WDC', '2020 q2')",0.04523564130067825
20258,ZBRA,2020 q2,4520,0.7981425200053431,"Brian P. Drab, CFA",0.5981959963457186,male,William Blair & Company,"('ZBRA', '2020 q2')",0.0
20259,ALB,2020 q1,1510,0.563244309895984,"David L. Begleiter, CFA",0.5695611024590862,male,Deutsche Bank,"('ALB', '2020 q1')",0.0
20260,APD,2020 q1,1510,0.7051498363540165,"David L. Begleiter, CFA",0.7637594776787043,male,Deutsche Bank,"('APD', '2020 q1')",0.0
20261,CE,2020 q1,1510,0.4787723683348692,"David L. Begleiter, CFA",0.304290481827595,male,Deutsche Bank,"('CE', '2020 q1')",0.0
20262,CTVA,2020 q1,1510,0.5866744161914641,"David L. Begleiter, CFA",0.7467359724238424,male,Deutsche Bank,"('CTVA', '2020 q1')",0.0
20263,DD,2020 q1,1510,0.5269792896510901,"David L. Begleiter, CFA",0.8222263368724264,male,Deutsche Bank,"('DD', '2020 q1')",0.0
20264,DOW,2020 q1,1510,0.6168917079489489,"David L. Begleiter, CFA",0.7801010144051517,male,Deutsche Bank,"('DOW', '2020 q1')",0.0
20265,ECL,2020 q1,1510,0.7461394497783375,"David L. Begleiter, CFA",0.9242389510974404,male,Deutsche Bank,"('ECL', '2020 q1')",0.0
20266,EMN,2020 q1,1510,0.4905776235331791,"David L. Begleiter, CFA",0.4877498648329947,male,Deutsche Bank,"('EMN', '2020 q1')",0.0
20267,LIN,2020 q1,1510,0.6344336490877392,"David L. Begleiter, CFA",0.5805412499174586,male,Deutsche Bank,"('LIN', '2020 q1')",0.0
20268,LYB,2020 q1,1510,0.638264386618966,"David L. Begleiter, CFA",0.74818203249547,male,Deutsche Bank,"('LYB', '2020 q1')",0.0
20269,PPG,2020 q1,1510,0.6306870694565623,"David L. Begleiter, CFA",0.4049101855921265,male,Deutsche Bank,"('PPG', '2020 q1')",0.0
20270,SHW,2020 q1,1510,0.7122488541167029,"David L. Begleiter, CFA",0.3065609821822857,male,Deutsche Bank,"('SHW', '2020 q1')",0.0
20271,ALB,2020 q1,1510,0.563244309895984,Mr. Vincent Andrews,0.630480143622396,male,Morgan Stanley,"('ALB', '2020 q1')",0.0
20272,APD,2020 q1,1510,0.7051498363540165,Mr. Vincent Andrews,0.3406590931170751,male,Morgan Stanley,"('APD', '2020 q1')",0.0
20273,CE,2020 q1,1510,0.4787723683348692,Mr. Vincent Andrews,0.7108044945199006,male,Morgan Stanley,"('CE', '2020 q1')",0.03333333507180214
20274,CF,2020 q1,1510,0.4859718524269585,Mr. Vincent Andrews,0.182703768404337,male,Morgan Stanley,"('CF', '2020 q1')",0.0
20275,CTVA,2020 q1,1510,0.5866744161914641,Mr. Vincent Andrews,0.4693601330950949,male,Morgan Stanley,"('CTVA', '2020 q1')",0.0
20276,DD,2020 q1,1510,0.5269792896510901,Mr. Vincent Andrews,0.2835452599183514,male,Morgan Stanley,"('DD', '2020 q1')",0.0
20277,LIN,2020 q1,1510,0.6344336490877392,Mr. Vincent Andrews,0.3606483803243559,male,Morgan Stanley,"('LIN', '2020 q1')",0.0
20278,MOS,2020 q1,1510,0.279009066048755,Mr. Vincent Andrews,0.0857390650794592,male,Morgan Stanley,"('MOS', '2020 q1')",0.0
20279,SHW,2020 q1,1510,0.7122488541167029,Mr. Vincent Andrews,0.9539054304344728,male,Morgan Stanley,"('SHW', '2020 q1')",0.0
20280,ALB,2020 q1,1510,0.563244309895984,Mr. Arun S. Viswanathan,0.2407318492581112,male,RBC Capital Markets,"('ALB', '2020 q1')",0.0
20281,BLL,2020 q1,1510,0.813736216139052,Mr. Arun S. Viswanathan,0.6551673088284894,male,RBC Capital Markets,"('BLL', '2020 q1')",0.0
20282,CE,2020 q1,1510,0.4787723683348692,Mr. Arun S. Viswanathan,0.2031487754120846,male,RBC Capital Markets,"('CE', '2020 q1')",0.0
20283,CTVA,2020 q1,1510,0.5866744161914641,Mr. Arun S. Viswanathan,0.1691970397056552,male,RBC Capital Markets,"('CTVA', '2020 q1')",0.0
20284,DD,2020 q1,1510,0.5269792896510901,Mr. Arun S. Viswanathan,0.2316944354199421,male,RBC Capital Markets,"('DD', '2020 q1')",0.0
20285,DOW,2020 q1,1510,0.6168917079489489,Mr. Arun S. Viswanathan,0.3418323214898078,male,RBC Capital Markets,"('DOW', '2020 q1')",0.0
20286,EMN,2020 q1,1510,0.4905776235331791,Mr. Arun S. Viswanathan,0.1785582645032916,male,RBC Capital Markets,"('EMN', '2020 q1')",0.0
20287,FMC,2020 q1,1510,0.6281903023005744,Mr. Arun S. Viswanathan,0.2783590160529144,male,RBC Capital Markets,"('FMC', '2020 q1')",0.011705313809216022
20288,LYB,2020 q1,1510,0.638264386618966,Mr. Arun S. Viswanathan,0.2744403464656781,male,RBC Capital Markets,"('LYB', '2020 q1')",0.0
20289,PPG,2020 q1,1510,0.6306870694565623,Mr. Arun S. Viswanathan,0.4117297714560658,male,RBC Capital Markets,"('PPG', '2020 q1')",0.0
20290,SEE,2020 q1,1510,0.6085556615031636,Mr. Arun S. Viswanathan,0.3470157510500474,male,RBC Capital Markets,"('SEE', '2020 q1')",0.0
20291,SHW,2020 q1,1510,0.7122488541167029,Mr. Arun S. Viswanathan,0.3002808028397125,male,RBC Capital Markets,"('SHW', '2020 q1')",0.0
20292,ALB,2020 q1,1510,0.563244309895984,"Mr. Laurence Alexander, CFA",0.3299661852990965,male,Jefferies,"('ALB', '2020 q1')",0.0
20293,APD,2020 q1,1510,0.7051498363540165,"Mr. Laurence Alexander, CFA",0.391510750058811,male,Jefferies,"('APD', '2020 q1')",0.010129530914127827
20294,DOW,2020 q1,1510,0.6168917079489489,"Mr. Laurence Alexander, CFA",0.3335515999178657,male,Jefferies,"('DOW', '2020 q1')",0.0
20295,LYB,2020 q1,1510,0.638264386618966,"Mr. Laurence Alexander, CFA",0.4680630453005483,male,Jefferies,"('LYB', '2020 q1')",0.016856476664543152
20296,ALB,2020 q1,1510,0.563244309895984,Mr. Seth Goldstein,0.5062564880283361,male,"Morningstar, Inc.","('ALB', '2020 q1')",0.009015591535717248
20297,CE,2020 q1,1510,0.4787723683348692,Mr. Seth Goldstein,0.4973896983907802,male,"Morningstar, Inc.","('CE', '2020 q1')",0.0
20298,CF,2020 q1,1510,0.4859718524269585,Mr. Seth Goldstein,0.4676480407554874,male,"Morningstar, Inc.","('CF', '2020 q1')",0.0
20299,CTVA,2020 q1,1510,0.5866744161914641,Mr. Seth Goldstein,0.5634804235281501,male,"Morningstar, Inc.","('CTVA', '2020 q1')",0.0
20300,DD,2020 q1,1510,0.5269792896510901,Mr. Seth Goldstein,0.5708052170323229,male,"Morningstar, Inc.","('DD', '2020 q1')",0.0025441960897296667
20301,ECL,2020 q1,1510,0.7461394497783375,Mr. Seth Goldstein,0.842715865587386,male,"Morningstar, Inc.","('ECL', '2020 q1')",0.004761905010257449
20302,EMN,2020 q1,1510,0.4905776235331791,Mr. Seth Goldstein,0.5433487591759678,male,"Morningstar, Inc.","('EMN', '2020 q1')",0.0
20303,FMC,2020 q1,1510,0.6281903023005744,Mr. Seth Goldstein,0.6655654334076855,male,"Morningstar, Inc.","('FMC', '2020 q1')",0.0
20304,MOS,2020 q1,1510,0.279009066048755,Mr. Seth Goldstein,0.3022198607575179,male,"Morningstar, Inc.","('MOS', '2020 q1')",0.0
20305,ALB,2020 q1,1510,0.563244309895984,"Steve Byrne, CFA",0.4404234210656348,male,BofA Global Research,"('ALB', '2020 q1')",0.014246314764022827
20306,CF,2020 q1,1510,0.4859718524269585,"Steve Byrne, CFA",0.2864072285197438,male,BofA Global Research,"('CF', '2020 q1')",0.0
20307,CTVA,2020 q1,1510,0.5866744161914641,"Steve Byrne, CFA",0.3097566237703033,male,BofA Global Research,"('CTVA', '2020 q1')",0.0
20308,DD,2020 q1,1510,0.5269792896510901,"Steve Byrne, CFA",0.3369133803193361,male,BofA Global Research,"('DD', '2020 q1')",0.023191317915916443
20309,FMC,2020 q1,1510,0.6281903023005744,"Steve Byrne, CFA",0.3365355355650794,male,BofA Global Research,"('FMC', '2020 q1')",0.025020183995366096
20310,LIN,2020 q1,1510,0.6344336490877392,"Steve Byrne, CFA",0.4102038378136063,male,BofA Global Research,"('LIN', '2020 q1')",0.0
20311,MOS,2020 q1,1510,0.279009066048755,"Steve Byrne, CFA",0.1185256767615974,male,BofA Global Research,"('MOS', '2020 q1')",0.0
20312,PPG,2020 q1,1510,0.6306870694565623,"Steve Byrne, CFA",0.5596003639268489,male,BofA Global Research,"('PPG', '2020 q1')",0.0
20313,SHW,2020 q1,1510,0.7122488541167029,"Steve Byrne, CFA",0.5514355343121864,male,BofA Global Research,"('SHW', '2020 q1')",0.0
20314,ALB,2020 q1,1510,0.563244309895984,Mr. Michael J. Sison,0.1865173239315668,male,"Wells Fargo Securities, LLC","('ALB', '2020 q1')",0.0
20315,APD,2020 q1,1510,0.7051498363540165,Mr. Michael J. Sison,0.3126721444730201,male,"Wells Fargo Securities, LLC","('APD', '2020 q1')",0.0
20316,CE,2020 q1,1510,0.4787723683348692,Mr. Michael J. Sison,0.1587573539575446,male,"Wells Fargo Securities, LLC","('CE', '2020 q1')",0.0
20317,EMN,2020 q1,1510,0.4905776235331791,Mr. Michael J. Sison,0.1616035051054755,male,"Wells Fargo Securities, LLC","('EMN', '2020 q1')",0.0
20318,FMC,2020 q1,1510,0.6281903023005744,Mr. Michael J. Sison,0.2321313627649475,male,"Wells Fargo Securities, LLC","('FMC', '2020 q1')",0.0
20319,IFF,2020 q1,1510,0.7790685892845495,Mr. Michael J. Sison,0.4795876206981881,male,"Wells Fargo Securities, LLC","('IFF', '2020 q1')",0.0
20320,LIN,2020 q1,1510,0.6344336490877392,Mr. Michael J. Sison,0.2889626127313844,male,"Wells Fargo Securities, LLC","('LIN', '2020 q1')",0.0
20321,LYB,2020 q1,1510,0.638264386618966,Mr. Michael J. Sison,0.2348266122076273,male,"Wells Fargo Securities, LLC","('LYB', '2020 q1')",0.0
20322,PPG,2020 q1,1510,0.6306870694565623,Mr. Michael J. Sison,0.2342706068298481,male,"Wells Fargo Securities, LLC","('PPG', '2020 q1')",0.0
20323,ALB,2020 q1,1510,0.563244309895984,Christopher B. Muir,0.6368956032650663,male,CFRA Equity Research,"('ALB', '2020 q1')",0.0
20324,CE,2020 q1,1510,0.4787723683348692,Christopher B. Muir,0.4467474706182953,male,CFRA Equity Research,"('CE', '2020 q1')",0.0
20325,CF,2020 q1,1510,0.4859718524269585,Christopher B. Muir,0.5160183788307071,male,CFRA Equity Research,"('CF', '2020 q1')",0.0
20326,CTVA,2020 q1,1510,0.5866744161914641,Christopher B. Muir,0.566085835844047,male,CFRA Equity Research,"('CTVA', '2020 q1')",0.01401537749916315
20327,DD,2020 q1,1510,0.5269792896510901,Christopher B. Muir,0.5848047759891914,male,CFRA Equity Research,"('DD', '2020 q1')",0.0
20328,DOW,2020 q1,1510,0.6168917079489489,Christopher B. Muir,0.640542707378122,male,CFRA Equity Research,"('DOW', '2020 q1')",0.0
20329,ECL,2020 q1,1510,0.7461394497783375,Christopher B. Muir,0.8458811889086478,male,CFRA Equity Research,"('ECL', '2020 q1')",0.0
20330,EMN,2020 q1,1510,0.4905776235331791,Christopher B. Muir,0.5311605396565434,male,CFRA Equity Research,"('EMN', '2020 q1')",0.0
20331,FMC,2020 q1,1510,0.6281903023005744,Christopher B. Muir,0.6651291048431546,male,CFRA Equity Research,"('FMC', '2020 q1')",0.0
20332,LYB,2020 q1,1510,0.638264386618966,Christopher B. Muir,0.6244084196162821,male,CFRA Equity Research,"('LYB', '2020 q1')",0.0
20333,MOS,2020 q1,1510,0.279009066048755,Christopher B. Muir,0.3321747946563783,male,CFRA Equity Research,"('MOS', '2020 q1')",0.0
20334,PPG,2020 q1,1510,0.6306870694565623,Christopher B. Muir,0.6553534860170479,male,CFRA Equity Research,"('PPG', '2020 q1')",0.0
20335,SHW,2020 q1,1510,0.7122488541167029,Christopher B. Muir,0.7803813549824679,male,CFRA Equity Research,"('SHW', '2020 q1')",0.0
20336,ALB,2020 q1,1510,0.563244309895984,"Sebastian Bray, CFA",0.4485627131207474,male,Berenberg,"('ALB', '2020 q1')",0.0
20337,ALB,2020 q1,1510,0.563244309895984,Mr. James M. Sheehan,0.2271779010356065,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2020 q1')",0.0
20338,APD,2020 q1,1510,0.7051498363540165,Mr. James M. Sheehan,0.277026368746661,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2020 q1')",0.0
20339,CE,2020 q1,1510,0.4787723683348692,Mr. James M. Sheehan,0.151864872503506,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2020 q1')",0.0
20340,CTVA,2020 q1,1510,0.5866744161914641,Mr. James M. Sheehan,0.5143583450348845,male,SunTrust Robinson Humphrey Capital Markets,"('CTVA', '2020 q1')",0.0
20341,DD,2020 q1,1510,0.5269792896510901,Mr. James M. Sheehan,0.1793293212529188,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2020 q1')",0.0
20342,DOW,2020 q1,1510,0.6168917079489489,Mr. James M. Sheehan,0.4201885745993584,male,SunTrust Robinson Humphrey Capital Markets,"('DOW', '2020 q1')",0.0
20343,EMN,2020 q1,1510,0.4905776235331791,Mr. James M. Sheehan,0.160334252268153,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2020 q1')",0.0
20344,FMC,2020 q1,1510,0.6281903023005744,Mr. James M. Sheehan,0.1970722401645908,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2020 q1')",0.0
20345,LIN,2020 q1,1510,0.6344336490877392,Mr. James M. Sheehan,0.2622681457566164,male,SunTrust Robinson Humphrey Capital Markets,"('LIN', '2020 q1')",0.0
20346,LYB,2020 q1,1510,0.638264386618966,Mr. James M. Sheehan,0.2653617188672479,male,SunTrust Robinson Humphrey Capital Markets,"('LYB', '2020 q1')",0.0
20347,PPG,2020 q1,1510,0.6306870694565623,Mr. James M. Sheehan,0.2123349570527792,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2020 q1')",0.0
20348,AMCR,2020 q1,1510,0.5992808591233195,Mr. Andrew G. Scott,0.3898624428583492,male,Morgan Stanley,"('AMCR', '2020 q1')",0.0
20349,AMCR,2020 q1,1510,0.5992808591233195,Mr. Larry Gandler,0.7057657894949472,male,Credit Suisse,"('AMCR', '2020 q1')",0.0
20350,AMCR,2020 q1,1510,0.5992808591233195,Mr. Richard J. Johnson,0.2864589406517773,male,Jefferies,"('AMCR', '2020 q1')",0.0037195471425851188
20351,AMCR,2020 q1,1510,0.5992808591233195,Ms. Debbie A. Jones,0.2955456768149826,female,Deutsche Bank,"('AMCR', '2020 q1')",0.0
20352,AMCR,2020 q1,1510,0.5992808591233195,Matthew Miller,0.7191808836522566,male,CFRA Equity Research,"('AMCR', '2020 q1')",0.0
20353,APD,2020 q1,1510,0.7051498363540165,Matthew Miller,0.6905020986151327,male,CFRA Equity Research,"('APD', '2020 q1')",0.0
20354,BLL,2020 q1,1510,0.813736216139052,Matthew Miller,0.71913097834258,male,CFRA Equity Research,"('BLL', '2020 q1')",0.0
20355,FCX,2020 q1,1510,0.512572758023986,Matthew Miller,0.5158898660961166,male,CFRA Equity Research,"('FCX', '2020 q1')",0.0
20356,IFF,2020 q1,1510,0.7790685892845495,Matthew Miller,0.8094436347505197,male,CFRA Equity Research,"('IFF', '2020 q1')",0.0
20357,IP,2020 q1,1510,0.5509747910193565,Matthew Miller,0.4446043450166495,male,CFRA Equity Research,"('IP', '2020 q1')",0.0
20358,LIN,2020 q1,1510,0.6344336490877392,Matthew Miller,0.6937511808425072,male,CFRA Equity Research,"('LIN', '2020 q1')",0.0
20359,MLM,2020 q1,1510,0.63244382683325,Matthew Miller,0.721767261458439,male,CFRA Equity Research,"('MLM', '2020 q1')",0.0
20360,NEM,2020 q1,1510,0.5078150171233445,Matthew Miller,0.4844468422663769,male,CFRA Equity Research,"('NEM', '2020 q1')",0.0
20361,NUE,2020 q1,1510,0.6431353323976001,Matthew Miller,0.4959725334310667,male,CFRA Equity Research,"('NUE', '2020 q1')",0.0
20362,PKG,2020 q1,1510,0.4108294862302174,Matthew Miller,0.3954875528678639,male,CFRA Equity Research,"('PKG', '2020 q1')",0.0
20363,SEE,2020 q1,1510,0.6085556615031636,Matthew Miller,0.6913082125509477,male,CFRA Equity Research,"('SEE', '2020 q1')",0.0
20364,VMC,2020 q1,1510,0.6867666165825619,Matthew Miller,0.7694766700929446,male,CFRA Equity Research,"('VMC', '2020 q1')",0.0
20365,WRK,2020 q1,1510,0.6613827818044342,Matthew Miller,0.5477119665572726,male,CFRA Equity Research,"('WRK', '2020 q1')",0.0
20366,AMCR,2020 q1,1510,0.5992808591233195,Mr. Grant Slade,0.7170708025374295,male,"Morningstar, Inc.","('AMCR', '2020 q1')",0.0
20367,AMCR,2020 q1,1510,0.5992808591233195,Mr. Neel Kumar,0.3008858030433776,male,Morgan Stanley,"('AMCR', '2020 q1')",0.0
20368,APD,2020 q1,1510,0.7051498363540165,Krzysztof Smalec,0.915792631772212,male,"Morningstar, Inc.","('APD', '2020 q1')",0.0
20369,LIN,2020 q1,1510,0.6344336490877392,Krzysztof Smalec,0.794874503805856,male,"Morningstar, Inc.","('LIN', '2020 q1')",0.0
20370,APD,2020 q1,1510,0.7051498363540165,Mr. Raghav Bardalai,0.4196959132515171,male,Exane BNP Paribas,"('APD', '2020 q1')",0.0
20371,CTVA,2020 q1,1510,0.5866744161914641,Mr. Raghav Bardalai,0.2053059190986511,male,Exane BNP Paribas,"('CTVA', '2020 q1')",0.0
20372,DD,2020 q1,1510,0.5269792896510901,Mr. Raghav Bardalai,0.2860111416493161,male,Exane BNP Paribas,"('DD', '2020 q1')",0.0
20373,FMC,2020 q1,1510,0.6281903023005744,Mr. Raghav Bardalai,0.672175612540956,male,Exane BNP Paribas,"('FMC', '2020 q1')",0.0
20374,LYB,2020 q1,1510,0.638264386618966,Mr. Raghav Bardalai,0.4585897370306476,male,Exane BNP Paribas,"('LYB', '2020 q1')",0.0
20375,PPG,2020 q1,1510,0.6306870694565623,Mr. Raghav Bardalai,0.3921922598591649,male,Exane BNP Paribas,"('PPG', '2020 q1')",0.0
20376,SHW,2020 q1,1510,0.7122488541167029,Mr. Raghav Bardalai,0.2980569626415092,male,Exane BNP Paribas,"('SHW', '2020 q1')",0.0
20377,APD,2020 q1,1510,0.7051498363540165,Mr. Donald D. Carson,0.5448358087808063,male,Susquehanna Financial Group LLLP,"('APD', '2020 q1')",0.0
20378,CF,2020 q1,1510,0.4859718524269585,Mr. Donald D. Carson,0.4105398126546353,male,Susquehanna Financial Group LLLP,"('CF', '2020 q1')",0.0
20379,CTVA,2020 q1,1510,0.5866744161914641,Mr. Donald D. Carson,0.6513354791609247,male,Susquehanna Financial Group LLLP,"('CTVA', '2020 q1')",0.0
20380,DD,2020 q1,1510,0.5269792896510901,Mr. Donald D. Carson,0.3777677567526876,male,Susquehanna Financial Group LLLP,"('DD', '2020 q1')",0.0
20381,FMC,2020 q1,1510,0.6281903023005744,Mr. Donald D. Carson,0.3529357038848322,male,Susquehanna Financial Group LLLP,"('FMC', '2020 q1')",0.0
20382,MOS,2020 q1,1510,0.279009066048755,Mr. Donald D. Carson,0.4139118200473977,male,Susquehanna Financial Group LLLP,"('MOS', '2020 q1')",0.0
20383,PPG,2020 q1,1510,0.6306870694565623,Mr. Donald D. Carson,0.6253975282938875,male,Susquehanna Financial Group LLLP,"('PPG', '2020 q1')",0.0
20384,SHW,2020 q1,1510,0.7122488541167029,Mr. Donald D. Carson,0.7049568227167435,male,Susquehanna Financial Group LLLP,"('SHW', '2020 q1')",0.018044816330075264
20385,APD,2020 q1,1510,0.7051498363540165,SADIF Research,0.959189392941378,Not a person,Sadif Analytics Prime,"('APD', '2020 q1')",0.9247627854347229
20386,CF,2020 q1,1510,0.4859718524269585,SADIF Research,0.9847802314751336,Not a person,Sadif Analytics Prime,"('CF', '2020 q1')",0.9620863199234009
20387,FMC,2020 q1,1510,0.6281903023005744,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('FMC', '2020 q1')",0.9789636135101318
20388,WRK,2020 q1,1510,0.6613827818044342,SADIF Research,0.9675181934405704,Not a person,Sadif Analytics Prime,"('WRK', '2020 q1')",0.9409488439559937
20389,APD,2020 q1,1510,0.7051498363540165,Mr. Christopher S. Parkinson,0.485370546887874,male,Credit Suisse,"('APD', '2020 q1')",0.0
20390,CF,2020 q1,1510,0.4859718524269585,Mr. Christopher S. Parkinson,0.1703115662555047,male,Credit Suisse,"('CF', '2020 q1')",0.008945256471633911
20391,CTVA,2020 q1,1510,0.5866744161914641,Mr. Christopher S. Parkinson,0.2659855061643156,male,Credit Suisse,"('CTVA', '2020 q1')",0.0
20392,DOW,2020 q1,1510,0.6168917079489489,Mr. Christopher S. Parkinson,0.376948174780336,male,Credit Suisse,"('DOW', '2020 q1')",0.0
20393,ECL,2020 q1,1510,0.7461394497783375,Mr. Christopher S. Parkinson,0.5830512360293355,male,Credit Suisse,"('ECL', '2020 q1')",0.0
20394,FMC,2020 q1,1510,0.6281903023005744,Mr. Christopher S. Parkinson,0.4674090416663822,male,Credit Suisse,"('FMC', '2020 q1')",0.0
20395,MOS,2020 q1,1510,0.279009066048755,Mr. Christopher S. Parkinson,0.2640420469035827,male,Credit Suisse,"('MOS', '2020 q1')",0.0
20396,AVY,2020 q1,1510,0.0,"Mr. Paretosh Misra, PHD",,male,Berenberg,"('AVY', '2020 q1')",0.0
20397,EMN,2020 q1,1510,0.4905776235331791,"Mr. Paretosh Misra, PHD",0.1950483353357451,male,Berenberg,"('EMN', '2020 q1')",0.0
20398,BLL,2020 q1,1510,0.813736216139052,Charles Gross,0.7761554861998157,male,"Morningstar, Inc.","('BLL', '2020 q1')",0.0
20399,IP,2020 q1,1510,0.5509747910193565,Charles Gross,0.53742933057104,male,"Morningstar, Inc.","('IP', '2020 q1')",0.0
20400,PKG,2020 q1,1510,0.4108294862302174,Charles Gross,0.5083402853210958,male,"Morningstar, Inc.","('PKG', '2020 q1')",0.00774226663634181
20401,PPG,2020 q1,1510,0.6306870694565623,Charles Gross,0.7704190141249322,male,"Morningstar, Inc.","('PPG', '2020 q1')",0.0
20402,SEE,2020 q1,1510,0.6085556615031636,Charles Gross,0.7470693760826361,male,"Morningstar, Inc.","('SEE', '2020 q1')",0.0
20403,SHW,2020 q1,1510,0.7122488541167029,Charles Gross,0.8090913071914132,male,"Morningstar, Inc.","('SHW', '2020 q1')",0.0
20404,WRK,2020 q1,1510,0.6613827818044342,Charles Gross,0.8289955362555986,male,"Morningstar, Inc.","('WRK', '2020 q1')",0.0
20405,BLL,2020 q1,1510,0.813736216139052,Mr. Michael Leithead,0.949551335284836,male,Barclays,"('BLL', '2020 q1')",0.0
20406,CE,2020 q1,1510,0.4787723683348692,"Ben Isaacson, MBA",0.3249413013433304,male,Scotiabank GBM,"('CE', '2020 q1')",0.0606856606900692
20407,CF,2020 q1,1510,0.4859718524269585,"Ben Isaacson, MBA",0.1075172642929068,male,Scotiabank GBM,"('CF', '2020 q1')",0.0
20408,LYB,2020 q1,1510,0.638264386618966,"Ben Isaacson, MBA",0.8575707881353881,male,Scotiabank GBM,"('LYB', '2020 q1')",0.0
20409,MOS,2020 q1,1510,0.279009066048755,"Ben Isaacson, MBA",0.06929919989178,male,Scotiabank GBM,"('MOS', '2020 q1')",0.0
20410,CE,2020 q1,1510,0.4787723683348692,Mr. Matthew DeYoe,0.3857191404246556,male,BofA Global Research,"('CE', '2020 q1')",0.0
20411,EMN,2020 q1,1510,0.4905776235331791,Mr. Matthew DeYoe,0.3269321474895126,male,BofA Global Research,"('EMN', '2020 q1')",0.0
20412,CF,2020 q1,1510,0.4859718524269585,Mr. Mark Connelly,0.2052503078565537,male,Stephens Inc.,"('CF', '2020 q1')",0.0
20413,CTVA,2020 q1,1510,0.5866744161914641,Mr. Mark Connelly,0.3295721632081097,male,Stephens Inc.,"('CTVA', '2020 q1')",0.0
20414,DD,2020 q1,1510,0.5269792896510901,Mr. Mark Connelly,0.2490029290785409,male,Stephens Inc.,"('DD', '2020 q1')",0.0
20415,MOS,2020 q1,1510,0.279009066048755,Mr. Mark Connelly,0.1130366007952636,male,Stephens Inc.,"('MOS', '2020 q1')",0.018803773447871208
20416,PKG,2020 q1,1510,0.4108294862302174,Mr. Mark Connelly,0.2898802855746465,male,Stephens Inc.,"('PKG', '2020 q1')",0.0
20417,WRK,2020 q1,1510,0.6613827818044342,Mr. Mark Connelly,0.452281674189547,male,Stephens Inc.,"('WRK', '2020 q1')",0.0
20418,CF,2020 q1,1510,0.4859718524269585,Mr. Rikin Patel,0.4303706597085585,male,Berenberg,"('CF', '2020 q1')",0.0
20419,LIN,2020 q1,1510,0.6344336490877392,Mr. Rikin Patel,0.4849864704585786,male,Berenberg,"('LIN', '2020 q1')",0.01023448072373867
20420,CF,2020 q1,1510,0.4859718524269585,Charles N. Neivert,0.1127178228027789,male,Cowen and Company,"('CF', '2020 q1')",0.0
20421,CF,2020 q1,1510,0.4859718524269585,Andrew D. Wong,0.1663010457875298,male,RBC Capital Markets,"('CF', '2020 q1')",0.0
20422,MOS,2020 q1,1510,0.279009066048755,Andrew D. Wong,0.1361677726932616,male,RBC Capital Markets,"('MOS', '2020 q1')",0.0
20423,DD,2020 q1,1510,0.5269792896510901,Bankruptcydata co,0.4477882954279107,Not a person,New Generation Research,"('DD', '2020 q1')",0.0
20424,DD,2020 q1,1510,0.5269792896510901,Sriharsha Pappu,0.121000517070452,male,HSBC,"('DD', '2020 q1')",0.0
20425,DOW,2020 q1,1510,0.6168917079489489,Sriharsha Pappu,0.388887781360353,male,HSBC,"('DOW', '2020 q1')",0.04672636836767197
20426,DOW,2020 q1,1510,0.6168917079489489,Duffy Fischer,0.6639072505829015,male,Barclays,"('DOW', '2020 q1')",0.0
20427,EMN,2020 q1,1510,0.4905776235331791,Duffy Fischer,0.6823074945679617,male,Barclays,"('EMN', '2020 q1')",0.0
20428,LYB,2020 q1,1510,0.638264386618966,Duffy Fischer,0.6952572599218894,male,Barclays,"('LYB', '2020 q1')",0.0
20429,ECL,2020 q1,1510,0.7461394497783375,"Chip Moore, CFA",0.4714952884278396,male,Canaccord Genuity,"('ECL', '2020 q1')",0.0
20430,ECL,2020 q1,1510,0.7461394497783375,"Mr. Gary E. Bisbee, CFA",0.308705483968854,male,BofA Global Research,"('ECL', '2020 q1')",0.0
20431,ECL,2020 q1,1510,0.7461394497783375,Mr. Tim Mulrooney,0.3467205618676141,male,William Blair & Company,"('ECL', '2020 q1')",0.0
20432,ECL,2020 q1,1510,0.7461394497783375,Mr. Ryan M. Connors,0.7350426154052342,male,"Boenning & Scattergood, Inc","('ECL', '2020 q1')",0.0
20433,ECL,2020 q1,1510,0.7461394497783375,Manav S. Patnaik,0.5452378647253059,male,Barclays,"('ECL', '2020 q1')",0.0
20434,ECL,2020 q1,1510,0.7461394497783375,"Rosemarie J. Morbelli, CFA",0.4993465782366696,female,Gabelli & Company,"('ECL', '2020 q1')",0.0
20435,FMC,2020 q1,1510,0.6281903023005744,"Rosemarie J. Morbelli, CFA",0.3399577416496121,female,Gabelli & Company,"('FMC', '2020 q1')",0.0
20436,SEE,2020 q1,1510,0.6085556615031636,"Rosemarie J. Morbelli, CFA",0.341722405691455,female,Gabelli & Company,"('SEE', '2020 q1')",0.0
20437,FCX,2020 q1,1510,0.512572758023986,Research Department,0.2144753567507846,Not a person,Trefis,"('FCX', '2020 q1')",0.0
20438,FCX,2020 q1,1510,0.512572758023986,Timna Tanners,0.232692486871952,female,BofA Global Research,"('FCX', '2020 q1')",0.0
20439,MLM,2020 q1,1510,0.63244382683325,Timna Tanners,0.4118413442829393,female,BofA Global Research,"('MLM', '2020 q1')",0.0
20440,NUE,2020 q1,1510,0.6431353323976001,Timna Tanners,0.5635157484715713,female,BofA Global Research,"('NUE', '2020 q1')",0.0
20441,VMC,2020 q1,1510,0.6867666165825619,Timna Tanners,0.4582807047873369,female,BofA Global Research,"('VMC', '2020 q1')",0.005737791769206524
20442,FCX,2020 q1,1510,0.512572758023986,Mr. Oscar Cabrera,0.1237127770387227,male,CIBC Capital Markets,"('FCX', '2020 q1')",0.0
20443,FCX,2020 q1,1510,0.512572758023986,"Christopher LaFemina, CFA",0.3737580481309822,male,Jefferies,"('FCX', '2020 q1')",0.0
20444,NEM,2020 q1,1510,0.5078150171233445,"Christopher LaFemina, CFA",0.3261096577709766,male,Jefferies,"('NEM', '2020 q1')",0.0
20445,FCX,2020 q1,1510,0.512572758023986,Carlos De Alba,0.3160261725823501,male,Morgan Stanley,"('FCX', '2020 q1')",0.0
20446,FCX,2020 q1,1510,0.512572758023986,"Orest Wowkodaw, CFA",0.1851208286163098,male,Scotiabank GBM,"('FCX', '2020 q1')",0.0
20447,FCX,2020 q1,1510,0.512572758023986,"Mr. Curt R. Woodworth, CFA",0.2096536283190264,male,Credit Suisse,"('FCX', '2020 q1')",0.0
20448,NUE,2020 q1,1510,0.6431353323976001,"Mr. Curt R. Woodworth, CFA",0.3875275699468904,male,Credit Suisse,"('NUE', '2020 q1')",0.0
20449,FCX,2020 q1,1510,0.512572758023986,"Sam Crittenden, CFA",0.7957135055742831,male,RBC Capital Markets,"('FCX', '2020 q1')",0.0
20450,FCX,2020 q1,1510,0.512572758023986,Chris R. Terry,0.7610971427600284,male,Deutsche Bank,"('FCX', '2020 q1')",0.0
20451,NUE,2020 q1,1510,0.6431353323976001,Chris R. Terry,0.8986296697961543,male,Deutsche Bank,"('NUE', '2020 q1')",0.0
20452,IFF,2020 q1,1510,0.7790685892845495,M. Matthias Cornu,0.4816387948758817,male,Exane BNP Paribas,"('IFF', '2020 q1')",0.0
20453,IFF,2020 q1,1510,0.7790685892845495,Mr. Thomas Swoboda,0.7629023858652346,male,Societe Generale,"('IFF', '2020 q1')",0.0
20454,IFF,2020 q1,1510,0.7790685892845495,Ms. Lauren R. Lieberman,0.6023308479891635,female,Barclays,"('IFF', '2020 q1')",0.0
20455,IFF,2020 q1,1510,0.7790685892845495,Mr. Andrew Lane,0.7755489548634378,male,"Morningstar, Inc.","('IFF', '2020 q1')",0.0
20456,NUE,2020 q1,1510,0.6431353323976001,Mr. Andrew Lane,0.6323047318909668,male,"Morningstar, Inc.","('NUE', '2020 q1')",0.002127748914062977
20457,IFF,2020 q1,1510,0.7790685892845495,"Mr. James Targett, CFA",0.5273063235170954,male,Berenberg,"('IFF', '2020 q1')",0.0
20458,IFF,2020 q1,1510,0.7790685892845495,Ms. Faiza Alwy,0.9463789468074896,female,Deutsche Bank,"('IFF', '2020 q1')",0.0
20459,IP,2020 q1,1510,0.5509747910193565,George L. Staphos,0.7735514703062188,male,BofA Global Research,"('IP', '2020 q1')",0.03333333507180214
20460,PKG,2020 q1,1510,0.4108294862302174,George L. Staphos,0.3327754845528637,male,BofA Global Research,"('PKG', '2020 q1')",0.04233657568693161
20461,SEE,2020 q1,1510,0.6085556615031636,George L. Staphos,0.6670977739885801,male,BofA Global Research,"('SEE', '2020 q1')",0.029813505709171295
20462,WRK,2020 q1,1510,0.6613827818044342,George L. Staphos,0.3902363555971512,male,BofA Global Research,"('WRK', '2020 q1')",0.0
20463,IP,2020 q1,1510,0.5509747910193565,Mr. Gabrial S. Hajde,0.3027869523618983,male,"Wells Fargo Securities, LLC","('IP', '2020 q1')",0.0
20464,PKG,2020 q1,1510,0.4108294862302174,Mr. Gabrial S. Hajde,0.2010444487915073,male,"Wells Fargo Securities, LLC","('PKG', '2020 q1')",0.0
20465,SEE,2020 q1,1510,0.6085556615031636,Mr. Gabrial S. Hajde,0.2911280993399493,male,"Wells Fargo Securities, LLC","('SEE', '2020 q1')",0.01666666753590107
20466,WRK,2020 q1,1510,0.6613827818044342,Mr. Gabrial S. Hajde,0.2754594105297363,male,"Wells Fargo Securities, LLC","('WRK', '2020 q1')",0.0
20467,IP,2020 q1,1510,0.5509747910193565,Mr. Paul C. Quinn,0.319030095615308,male,RBC Capital Markets,"('IP', '2020 q1')",0.0
20468,LIN,2020 q1,1510,0.6344336490877392,Tim A. Jones,0.6043497143218038,male,Deutsche Bank,"('LIN', '2020 q1')",0.0
20469,LIN,2020 q1,1510,0.6344336490877392,"Hr. Martin Roediger, CEFA",0.4853105210605769,male,Kepler Cheuvreux,"('LIN', '2020 q1')",0.05969177931547165
20470,LIN,2020 q1,1510,0.6344336490877392,"Sig. Massimo Bonisoli, CFA",0.3335877682241169,male,Equita SIM,"('LIN', '2020 q1')",0.0
20471,LYB,2020 q1,1510,0.638264386618966,Mr. Jonathan D. Rau,0.2926172094737077,male,JPMorgan Econ & FI,"('LYB', '2020 q1')",0.0
20472,NEM,2020 q1,1510,0.5078150171233445,Mr. Jonathan D. Rau,0.2358131018085027,male,JPMorgan Econ & FI,"('NEM', '2020 q1')",0.025968017987906933
20473,MLM,2020 q1,1510,0.63244382683325,Mr. Adam Seiden,0.3707628221845202,male,Barclays,"('MLM', '2020 q1')",0.0
20474,MLM,2020 q1,1510,0.63244382683325,Trey Grooms,0.3773787055925852,male,Stephens Inc.,"('MLM', '2020 q1')",0.009765143195788065
20475,VMC,2020 q1,1510,0.6867666165825619,Trey Grooms,0.4405551169022145,male,Stephens Inc.,"('VMC', '2020 q1')",0.016557590570300817
20476,MLM,2020 q1,1510,0.63244382683325,Mr. Rohit Seth,0.439028693951703,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2020 q1')",0.0
20477,VMC,2020 q1,1510,0.6867666165825619,Mr. Rohit Seth,0.4732702708400391,male,SunTrust Robinson Humphrey Capital Markets,"('VMC', '2020 q1')",0.0
20478,MLM,2020 q1,1510,0.63244382683325,Mr. Kristoffer Inton,0.7830665775271057,male,"Morningstar, Inc.","('MLM', '2020 q1')",0.0
20479,NEM,2020 q1,1510,0.5078150171233445,Mr. Kristoffer Inton,0.5588220423127983,male,"Morningstar, Inc.","('NEM', '2020 q1')",0.00704628936946392
20480,VMC,2020 q1,1510,0.6867666165825619,Mr. Kristoffer Inton,0.8020691878033512,male,"Morningstar, Inc.","('VMC', '2020 q1')",0.0
20481,MLM,2020 q1,1510,0.63244382683325,Mr. Robert D. Muir,0.5577938141911715,male,Berenberg,"('MLM', '2020 q1')",0.0
20482,VMC,2020 q1,1510,0.6867666165825619,Mr. Robert D. Muir,0.4805490182708921,male,Berenberg,"('VMC', '2020 q1')",0.0
20483,MOS,2020 q1,1510,0.279009066048755,"Mr. Jacob J. Bout, CFA",0.0475490267931882,male,CIBC Capital Markets,"('MOS', '2020 q1')",0.0
20484,NEM,2020 q1,1510,0.5078150171233445,"Ms. Anita P. Soni, CFA",0.2589474962479568,female,CIBC Capital Markets,"('NEM', '2020 q1')",0.02642817422747612
20485,NEM,2020 q1,1510,0.5078150171233445,"Mr. Carey MacRury, CFA, CFA",0.5089312582260616,male,Canaccord Genuity,"('NEM', '2020 q1')",0.0
20486,NEM,2020 q1,1510,0.5078150171233445,Mr. Michael Parkin,0.3084967240986278,male,National Bank Financial,"('NEM', '2020 q1')",0.00548628531396389
20487,NEM,2020 q1,1510,0.5078150171233445,"Mr. Brian T. MacArthur, CFA",0.5360902462258798,male,Raymond James Ltd. (Canada),"('NEM', '2020 q1')",0.016216556541621685
20488,NEM,2020 q1,1510,0.5078150171233445,"Michael R. Jalonen, CFA",0.2060691241126858,male,BofA Global Research,"('NEM', '2020 q1')",0.0
20489,NUE,2020 q1,1510,0.6431353323976001,Mr. Tyler L. Kenyon,0.3203177695384256,male,Cowen and Company,"('NUE', '2020 q1')",0.0
20490,PPG,2020 q1,1510,0.6306870694565623,"Mr. Kevin W. Hocevar, CFA",0.5497777795372695,male,Northcoast Research,"('PPG', '2020 q1')",0.014154791831970215
20491,SHW,2020 q1,1510,0.7122488541167029,"Mr. Kevin W. Hocevar, CFA",0.4579694532729965,male,Northcoast Research,"('SHW', '2020 q1')",0.0466155344620347
20492,PPG,2020 q1,1510,0.6306870694565623,Peter Clark,0.453630386557753,male,Societe Generale,"('PPG', '2020 q1')",0.0
20493,SHW,2020 q1,1510,0.7122488541167029,"Chris Bottiglieri, CPA",0.3548994130739423,male,Wolfe Research,"('SHW', '2020 q1')",0.0
20494,SHW,2020 q1,1510,0.7122488541167029,Greg Melich,0.8344929641695648,male,EVERCORE ISI,"('SHW', '2020 q1')",0.0
20495,SHW,2020 q1,1510,0.7122488541167029,Mr. Truman A. Patterson,0.3055447639585927,male,"Wells Fargo Securities, LLC","('SHW', '2020 q1')",0.0
20496,VMC,2020 q1,1510,0.6867666165825619,"Paul B. Roger, CFA",0.7901175526528941,male,Exane BNP Paribas,"('VMC', '2020 q1')",0.0
20497,VMC,2020 q1,1510,0.6867666165825619,Michael Dahl,0.3117048342240838,male,RBC Capital Markets,"('VMC', '2020 q1')",0.0
20498,WRK,2020 q1,1510,0.6613827818044342,Mr. Lars F. Kjellberg,0.3936011971088193,male,Credit Suisse,"('WRK', '2020 q1')",0.01379760354757309
20499,ADI,2018 q1,4530,0.5222210331190258,"Ms. Angelo Zino, CFA",0.5814855041523507,female,CFRA Equity Research,"('ADI', '2018 q1')",0.0
20500,AMAT,2018 q1,4530,0.541515907517405,"Ms. Angelo Zino, CFA",0.5671604988579307,female,CFRA Equity Research,"('AMAT', '2018 q1')",0.0
20501,AMD,2018 q1,4530,0.591247957151021,"Ms. Angelo Zino, CFA",0.4106765186173314,female,CFRA Equity Research,"('AMD', '2018 q1')",0.0
20502,AVGO,2018 q1,4530,0.6953164575527802,"Ms. Angelo Zino, CFA",0.707370851182352,female,CFRA Equity Research,"('AVGO', '2018 q1')",0.0
20503,INTC,2018 q1,4530,0.4561686855273862,"Ms. Angelo Zino, CFA",0.4346664710999591,female,CFRA Equity Research,"('INTC', '2018 q1')",0.0
20504,KLAC,2018 q1,4530,0.6919622402797443,"Ms. Angelo Zino, CFA",0.5077389812601272,female,CFRA Equity Research,"('KLAC', '2018 q1')",0.0
20505,LRCX,2018 q1,4530,0.6466674469771667,"Ms. Angelo Zino, CFA",0.4339644646638919,female,CFRA Equity Research,"('LRCX', '2018 q1')",0.0
20506,MCHP,2018 q1,4530,0.6821687295056212,"Ms. Angelo Zino, CFA",0.5844756612589791,female,CFRA Equity Research,"('MCHP', '2018 q1')",0.0
20507,MXIM,2018 q1,4530,0.5754506610447045,"Ms. Angelo Zino, CFA",0.6911789248848909,female,CFRA Equity Research,"('MXIM', '2018 q1')",0.0
20508,NVDA,2018 q1,4530,0.4292289745810794,"Ms. Angelo Zino, CFA",0.3430557923718508,female,CFRA Equity Research,"('NVDA', '2018 q1')",0.0
20509,QCOM,2018 q1,4530,0.7745131817394078,"Ms. Angelo Zino, CFA",0.611224029910471,female,CFRA Equity Research,"('QCOM', '2018 q1')",0.0
20510,QRVO,2018 q1,4530,0.3593520373343895,"Ms. Angelo Zino, CFA",0.6276988838386615,female,CFRA Equity Research,"('QRVO', '2018 q1')",0.0
20511,SWKS,2018 q1,4530,0.2576532054781505,"Ms. Angelo Zino, CFA",0.569396487167088,female,CFRA Equity Research,"('SWKS', '2018 q1')",0.0
20512,XLNX,2018 q1,4530,0.6328322152913263,"Ms. Angelo Zino, CFA",0.6929937236442397,female,CFRA Equity Research,"('XLNX', '2018 q1')",0.0
20513,ADI,2018 q1,4530,0.5222210331190258,Harsh V. Kumar,0.2734723004424022,male,Piper Sandler Companies,"('ADI', '2018 q1')",0.014861579984426498
20514,MCHP,2018 q1,4530,0.6821687295056212,Harsh V. Kumar,0.6484221069262291,male,Piper Sandler Companies,"('MCHP', '2018 q1')",0.0
20515,QRVO,2018 q1,4530,0.3593520373343895,Harsh V. Kumar,0.2643736677175544,male,Piper Sandler Companies,"('QRVO', '2018 q1')",0.0
20516,SWKS,2018 q1,4530,0.2576532054781505,Harsh V. Kumar,0.1250213045688304,male,Piper Sandler Companies,"('SWKS', '2018 q1')",0.0
20517,ADI,2018 q1,4530,0.5222210331190258,Mr. Vivek Arya,0.6287444860003244,male,BofA Global Research,"('ADI', '2018 q1')",0.027848150581121445
20518,AMAT,2018 q1,4530,0.541515907517405,Mr. Vivek Arya,0.2594535003839993,male,BofA Global Research,"('AMAT', '2018 q1')",0.0
20519,AMD,2018 q1,4530,0.591247957151021,Mr. Vivek Arya,0.6933249513435149,male,BofA Global Research,"('AMD', '2018 q1')",0.03333333507180214
20520,AVGO,2018 q1,4530,0.6953164575527802,Mr. Vivek Arya,0.5169671490639562,male,BofA Global Research,"('AVGO', '2018 q1')",0.0
20521,INTC,2018 q1,4530,0.4561686855273862,Mr. Vivek Arya,0.3715802289142494,male,BofA Global Research,"('INTC', '2018 q1')",0.0
20522,LRCX,2018 q1,4530,0.6466674469771667,Mr. Vivek Arya,0.213948709347973,male,BofA Global Research,"('LRCX', '2018 q1')",0.0
20523,MCHP,2018 q1,4530,0.6821687295056212,Mr. Vivek Arya,0.5179713303839784,male,BofA Global Research,"('MCHP', '2018 q1')",0.0
20524,MXIM,2018 q1,4530,0.5754506610447045,Mr. Vivek Arya,0.5837271774415876,male,BofA Global Research,"('MXIM', '2018 q1')",0.02488275058567524
20525,NVDA,2018 q1,4530,0.4292289745810794,Mr. Vivek Arya,0.1983895333258486,male,BofA Global Research,"('NVDA', '2018 q1')",0.010854871943593025
20526,QRVO,2018 q1,4530,0.3593520373343895,Mr. Vivek Arya,0.4501110292280296,male,BofA Global Research,"('QRVO', '2018 q1')",0.0
20527,XLNX,2018 q1,4530,0.6328322152913263,Mr. Vivek Arya,0.4825979275685806,male,BofA Global Research,"('XLNX', '2018 q1')",0.0
20528,ADI,2018 q1,4530,0.5222210331190258,Mr. Ross Seymore,0.2700790088727797,male,Deutsche Bank,"('ADI', '2018 q1')",0.0
20529,AMD,2018 q1,4530,0.591247957151021,Mr. Ross Seymore,0.7228758675103439,male,Deutsche Bank,"('AMD', '2018 q1')",0.0
20530,AVGO,2018 q1,4530,0.6953164575527802,Mr. Ross Seymore,0.5141521775119213,male,Deutsche Bank,"('AVGO', '2018 q1')",0.012118608690798283
20531,MXIM,2018 q1,4530,0.5754506610447045,Mr. Ross Seymore,0.2990970876688931,male,Deutsche Bank,"('MXIM', '2018 q1')",0.023780152201652527
20532,NVDA,2018 q1,4530,0.4292289745810794,Mr. Ross Seymore,0.5097177705689371,male,Deutsche Bank,"('NVDA', '2018 q1')",0.0
20533,QCOM,2018 q1,4530,0.7745131817394078,Mr. Ross Seymore,0.6929660519282185,male,Deutsche Bank,"('QCOM', '2018 q1')",0.0
20534,ADI,2018 q1,4530,0.5222210331190258,Mr. John W. Pitzer,0.277100949235908,male,Credit Suisse,"('ADI', '2018 q1')",0.0
20535,AMD,2018 q1,4530,0.591247957151021,Mr. John W. Pitzer,0.2212909865972075,male,Credit Suisse,"('AMD', '2018 q1')",0.0
20536,AVGO,2018 q1,4530,0.6953164575527802,Mr. John W. Pitzer,0.5945883618668278,male,Credit Suisse,"('AVGO', '2018 q1')",0.0
20537,XLNX,2018 q1,4530,0.6328322152913263,Mr. John W. Pitzer,0.4162435580116577,male,Credit Suisse,"('XLNX', '2018 q1')",0.0
20538,ADI,2018 q1,4530,0.5222210331190258,"Mr. Amit J. Daryanani, CFA",0.1638560733602937,male,RBC Capital Markets,"('ADI', '2018 q1')",0.0
20539,AMAT,2018 q1,4530,0.541515907517405,"Mr. Amit J. Daryanani, CFA",0.1197739664906412,male,RBC Capital Markets,"('AMAT', '2018 q1')",0.0
20540,AVGO,2018 q1,4530,0.6953164575527802,"Mr. Amit J. Daryanani, CFA",0.3389123336207305,male,RBC Capital Markets,"('AVGO', '2018 q1')",0.006437328178435564
20541,INTC,2018 q1,4530,0.4561686855273862,"Mr. Amit J. Daryanani, CFA",0.1081263088933073,male,RBC Capital Markets,"('INTC', '2018 q1')",0.0
20542,LRCX,2018 q1,4530,0.6466674469771667,"Mr. Amit J. Daryanani, CFA",0.2971463203019826,male,RBC Capital Markets,"('LRCX', '2018 q1')",0.0
20543,MXIM,2018 q1,4530,0.5754506610447045,"Mr. Amit J. Daryanani, CFA",0.1331338247905982,male,RBC Capital Markets,"('MXIM', '2018 q1')",0.0
20544,QCOM,2018 q1,4530,0.7745131817394078,"Mr. Amit J. Daryanani, CFA",0.423650951812183,male,RBC Capital Markets,"('QCOM', '2018 q1')",0.020337654277682304
20545,TXN,2018 q1,4530,0.2733044963251334,"Mr. Amit J. Daryanani, CFA",0.2733044963251334,male,RBC Capital Markets,"('TXN', '2018 q1')",0.0
20546,ADI,2018 q1,4530,0.5222210331190258,"David Wong, PHD",0.1961571131621296,male,"Wells Fargo Securities, LLC","('ADI', '2018 q1')",0.0
20547,AMAT,2018 q1,4530,0.541515907517405,"David Wong, PHD",0.2729848857530614,male,"Wells Fargo Securities, LLC","('AMAT', '2018 q1')",0.0
20548,AMD,2018 q1,4530,0.591247957151021,"David Wong, PHD",0.1582996715972233,male,"Wells Fargo Securities, LLC","('AMD', '2018 q1')",0.0
20549,INTC,2018 q1,4530,0.4561686855273862,"David Wong, PHD",0.0863208428000493,male,"Wells Fargo Securities, LLC","('INTC', '2018 q1')",0.0
20550,MXIM,2018 q1,4530,0.5754506610447045,"David Wong, PHD",0.1894957534595564,male,"Wells Fargo Securities, LLC","('MXIM', '2018 q1')",0.0
20551,NVDA,2018 q1,4530,0.4292289745810794,"David Wong, PHD",0.1177698107732136,male,"Wells Fargo Securities, LLC","('NVDA', '2018 q1')",0.0
20552,QRVO,2018 q1,4530,0.3593520373343895,"David Wong, PHD",0.1587316942274406,male,"Wells Fargo Securities, LLC","('QRVO', '2018 q1')",0.02796992100775242
20553,SWKS,2018 q1,4530,0.2576532054781505,"David Wong, PHD",0.0778498078153566,male,"Wells Fargo Securities, LLC","('SWKS', '2018 q1')",0.0
20554,XLNX,2018 q1,4530,0.6328322152913263,"David Wong, PHD",0.2821441218505029,male,"Wells Fargo Securities, LLC","('XLNX', '2018 q1')",0.0
20555,ADI,2018 q1,4530,0.5222210331190258,Craig M. Hettenbach,0.22242948378957,male,Morgan Stanley,"('ADI', '2018 q1')",0.0
20556,MCHP,2018 q1,4530,0.6821687295056212,Craig M. Hettenbach,0.4306952894714938,male,Morgan Stanley,"('MCHP', '2018 q1')",0.0
20557,MXIM,2018 q1,4530,0.5754506610447045,Craig M. Hettenbach,0.6644693099416379,male,Morgan Stanley,"('MXIM', '2018 q1')",0.016971705481410027
20558,QRVO,2018 q1,4530,0.3593520373343895,Craig M. Hettenbach,0.160882753487552,male,Morgan Stanley,"('QRVO', '2018 q1')",0.0
20559,SWKS,2018 q1,4530,0.2576532054781505,Craig M. Hettenbach,0.1569990174841159,male,Morgan Stanley,"('SWKS', '2018 q1')",0.0
20560,ADI,2018 q1,4530,0.5222210331190258,CFRA Research,0.5815529136286365,Not a person,CFRA Equity Research,"('ADI', '2018 q1')",0.0
20561,AMD,2018 q1,4530,0.591247957151021,CFRA Research,0.3968003949897049,Not a person,CFRA Equity Research,"('AMD', '2018 q1')",0.0
20562,INTC,2018 q1,4530,0.4561686855273862,CFRA Research,0.4521386306696983,Not a person,CFRA Equity Research,"('INTC', '2018 q1')",0.0
20563,KLAC,2018 q1,4530,0.6919622402797443,CFRA Research,0.4987025483866074,Not a person,CFRA Equity Research,"('KLAC', '2018 q1')",0.0
20564,LRCX,2018 q1,4530,0.6466674469771667,CFRA Research,0.4419136575722771,Not a person,CFRA Equity Research,"('LRCX', '2018 q1')",0.0
20565,MCHP,2018 q1,4530,0.6821687295056212,CFRA Research,0.5823449258986112,Not a person,CFRA Equity Research,"('MCHP', '2018 q1')",0.0
20566,NVDA,2018 q1,4530,0.4292289745810794,CFRA Research,0.3420802851946019,Not a person,CFRA Equity Research,"('NVDA', '2018 q1')",0.0
20567,QCOM,2018 q1,4530,0.7745131817394078,CFRA Research,0.6095247691392662,Not a person,CFRA Equity Research,"('QCOM', '2018 q1')",0.0
20568,ADI,2018 q1,4530,0.5222210331190258,Brian Colello,0.6238277022357855,male,"Morningstar, Inc.","('ADI', '2018 q1')",0.0
20569,AVGO,2018 q1,4530,0.6953164575527802,Brian Colello,0.6380755845263423,male,"Morningstar, Inc.","('AVGO', '2018 q1')",0.01095937453210354
20570,MCHP,2018 q1,4530,0.6821687295056212,Brian Colello,0.651669178986704,male,"Morningstar, Inc.","('MCHP', '2018 q1')",0.009523810020514898
20571,MXIM,2018 q1,4530,0.5754506610447045,Brian Colello,0.5868521334645969,male,"Morningstar, Inc.","('MXIM', '2018 q1')",0.00878012708077828
20572,AMAT,2018 q1,4530,0.541515907517405,Joseph L. Moore,0.3897367928779334,male,Morgan Stanley,"('AMAT', '2018 q1')",0.0
20573,NVDA,2018 q1,4530,0.4292289745810794,Joseph L. Moore,0.1694964793800469,male,Morgan Stanley,"('NVDA', '2018 q1')",0.0
20574,AMAT,2018 q1,4530,0.541515907517405,"Mr. Sidney Ho, CFA",0.3846477269285635,male,Deutsche Bank,"('AMAT', '2018 q1')",0.0
20575,KLAC,2018 q1,4530,0.6919622402797443,"Mr. Sidney Ho, CFA",0.4809950276387633,male,Deutsche Bank,"('KLAC', '2018 q1')",0.0
20576,LRCX,2018 q1,4530,0.6466674469771667,"Mr. Sidney Ho, CFA",0.8371946365005628,male,Deutsche Bank,"('LRCX', '2018 q1')",0.0
20577,MU,2018 q1,4530,0.7069698124243007,"Mr. Sidney Ho, CFA",0.8892197454054397,male,Deutsche Bank,"('MU', '2018 q1')",0.0
20578,AMAT,2018 q1,4530,0.541515907517405,Mr. Farhan Ahmad,0.3744183867824281,male,Credit Suisse,"('AMAT', '2018 q1')",0.0
20579,KLAC,2018 q1,4530,0.6919622402797443,Mr. Farhan Ahmad,0.4906795541330894,male,Credit Suisse,"('KLAC', '2018 q1')",0.0
20580,LRCX,2018 q1,4530,0.6466674469771667,Mr. Farhan Ahmad,0.3560942258725286,male,Credit Suisse,"('LRCX', '2018 q1')",0.0
20581,AMAT,2018 q1,4530,0.541515907517405,Mehdi Hosseini,0.6632720867243646,male,Susquehanna Financial Group LLLP,"('AMAT', '2018 q1')",0.0
20582,KLAC,2018 q1,4530,0.6919622402797443,Mehdi Hosseini,0.6125934893640594,male,Susquehanna Financial Group LLLP,"('KLAC', '2018 q1')",0.0
20583,LRCX,2018 q1,4530,0.6466674469771667,Mehdi Hosseini,0.4665773968964976,male,Susquehanna Financial Group LLLP,"('LRCX', '2018 q1')",0.0
20584,MU,2018 q1,4530,0.7069698124243007,Mehdi Hosseini,0.824653857767082,male,Susquehanna Financial Group LLLP,"('MU', '2018 q1')",0.0
20585,AMAT,2018 q1,4530,0.541515907517405,Tammy Qiu,0.2894366046316881,female,Berenberg,"('AMAT', '2018 q1')",0.0
20586,AMAT,2018 q1,4530,0.541515907517405,Mr. C.J. Muse,0.2329656184306325,male,EVERCORE ISI,"('AMAT', '2018 q1')",0.0
20587,INTC,2018 q1,4530,0.4561686855273862,Mr. C.J. Muse,0.27548749854684,male,EVERCORE ISI,"('INTC', '2018 q1')",0.0
20588,KLAC,2018 q1,4530,0.6919622402797443,Mr. C.J. Muse,0.4438933637826446,male,EVERCORE ISI,"('KLAC', '2018 q1')",0.0
20589,MXIM,2018 q1,4530,0.5754506610447045,Mr. C.J. Muse,0.2559188245738479,male,EVERCORE ISI,"('MXIM', '2018 q1')",0.0
20590,XLNX,2018 q1,4530,0.6328322152913263,Mr. C.J. Muse,0.3000328521719813,male,EVERCORE ISI,"('XLNX', '2018 q1')",0.0
20591,AMAT,2018 q1,4530,0.541515907517405,Jerome Ramel,0.6806541517152365,male,Exane BNP Paribas,"('AMAT', '2018 q1')",0.0
20592,AMD,2018 q1,4530,0.591247957151021,Jerome Ramel,0.5156490106711499,male,Exane BNP Paribas,"('AMD', '2018 q1')",0.0
20593,INTC,2018 q1,4530,0.4561686855273862,Jerome Ramel,0.6864775238630751,male,Exane BNP Paribas,"('INTC', '2018 q1')",0.0
20594,QCOM,2018 q1,4530,0.7745131817394078,Jerome Ramel,0.6541705520176053,male,Exane BNP Paribas,"('QCOM', '2018 q1')",0.0
20595,AMAT,2018 q1,4530,0.541515907517405,Mr. Abhinav Davuluri,0.5054876144312954,male,"Morningstar, Inc.","('AMAT', '2018 q1')",0.0
20596,AMD,2018 q1,4530,0.591247957151021,Mr. Abhinav Davuluri,0.5214886732849895,male,"Morningstar, Inc.","('AMD', '2018 q1')",0.0
20597,INTC,2018 q1,4530,0.4561686855273862,Mr. Abhinav Davuluri,0.4601711530188954,male,"Morningstar, Inc.","('INTC', '2018 q1')",0.0
20598,KLAC,2018 q1,4530,0.6919622402797443,Mr. Abhinav Davuluri,0.5564734207800804,male,"Morningstar, Inc.","('KLAC', '2018 q1')",0.0
20599,LRCX,2018 q1,4530,0.6466674469771667,Mr. Abhinav Davuluri,0.4297384015350186,male,"Morningstar, Inc.","('LRCX', '2018 q1')",0.0
20600,NVDA,2018 q1,4530,0.4292289745810794,Mr. Abhinav Davuluri,0.3014187685870115,male,"Morningstar, Inc.","('NVDA', '2018 q1')",0.0
20601,QCOM,2018 q1,4530,0.7745131817394078,Mr. Abhinav Davuluri,0.6489543786252688,male,"Morningstar, Inc.","('QCOM', '2018 q1')",0.01510330755263567
20602,XLNX,2018 q1,4530,0.6328322152913263,Mr. Abhinav Davuluri,0.7411304664758538,male,"Morningstar, Inc.","('XLNX', '2018 q1')",0.0
20603,AMAT,2018 q1,4530,0.541515907517405,Christian D. Schwab,0.2325285828184164,male,Craig Hallum,"('AMAT', '2018 q1')",0.0
20604,AMD,2018 q1,4530,0.591247957151021,Christian D. Schwab,0.1557949384044683,male,Craig Hallum,"('AMD', '2018 q1')",0.02093525417149067
20605,AMD,2018 q1,4530,0.591247957151021,Christopher Rolland,0.5205976088374851,male,Susquehanna Financial Group LLLP,"('AMD', '2018 q1')",0.006868861615657806
20606,AVGO,2018 q1,4530,0.6953164575527802,Christopher Rolland,0.8115076429477351,male,Susquehanna Financial Group LLLP,"('AVGO', '2018 q1')",0.0
20607,INTC,2018 q1,4530,0.4561686855273862,Christopher Rolland,0.6050441655623564,male,Susquehanna Financial Group LLLP,"('INTC', '2018 q1')",0.0
20608,MCHP,2018 q1,4530,0.6821687295056212,Christopher Rolland,0.6110105639037676,male,Susquehanna Financial Group LLLP,"('MCHP', '2018 q1')",0.03333333507180214
20609,MXIM,2018 q1,4530,0.5754506610447045,Christopher Rolland,0.6776311830240204,male,Susquehanna Financial Group LLLP,"('MXIM', '2018 q1')",0.0
20610,NVDA,2018 q1,4530,0.4292289745810794,Christopher Rolland,0.302730660290656,male,Susquehanna Financial Group LLLP,"('NVDA', '2018 q1')",0.006100088357925415
20611,QCOM,2018 q1,4530,0.7745131817394078,Christopher Rolland,0.8754463805411298,male,Susquehanna Financial Group LLLP,"('QCOM', '2018 q1')",0.0
20612,XLNX,2018 q1,4530,0.6328322152913263,Christopher Rolland,0.7431205462389852,male,Susquehanna Financial Group LLLP,"('XLNX', '2018 q1')",0.0
20613,AMD,2018 q1,4530,0.591247957151021,Mr. Ruben Roy,0.3568588391741159,male,MKM Partners,"('AMD', '2018 q1')",0.05953656043857336
20614,AVGO,2018 q1,4530,0.6953164575527802,Mr. Ruben Roy,0.5022182023096825,male,MKM Partners,"('AVGO', '2018 q1')",0.02753362711519003
20615,INTC,2018 q1,4530,0.4561686855273862,Mr. Ruben Roy,0.2401657977561026,male,MKM Partners,"('INTC', '2018 q1')",0.015104218386113644
20616,MU,2018 q1,4530,0.7069698124243007,Mr. Ruben Roy,0.4467243297676494,male,MKM Partners,"('MU', '2018 q1')",0.03333333507180214
20617,MXIM,2018 q1,4530,0.5754506610447045,Mr. Ruben Roy,0.2305980667803704,male,MKM Partners,"('MXIM', '2018 q1')",0.04782379139214754
20618,QRVO,2018 q1,4530,0.3593520373343895,Mr. Ruben Roy,0.2132548813808362,male,MKM Partners,"('QRVO', '2018 q1')",0.006358792539685965
20619,SWKS,2018 q1,4530,0.2576532054781505,Mr. Ruben Roy,0.2583985167000618,male,MKM Partners,"('SWKS', '2018 q1')",0.0
20620,AMD,2018 q1,4530,0.591247957151021,Mr. Tom Sepenzis,0.1400531169855303,male,Northland Securities,"('AMD', '2018 q1')",0.0
20621,QCOM,2018 q1,4530,0.7745131817394078,Mr. Tom Sepenzis,0.3909648629239064,male,Northland Securities,"('QCOM', '2018 q1')",0.032840464264154434
20622,QRVO,2018 q1,4530,0.3593520373343895,Mr. Tom Sepenzis,0.1094439215023916,male,Northland Securities,"('QRVO', '2018 q1')",0.01271479856222868
20623,AMD,2018 q1,4530,0.591247957151021,SADIF Research,0.917680704648602,Not a person,Sadif Analytics Prime,"('AMD', '2018 q1')",0.9070229530334473
20624,KLAC,2018 q1,4530,0.6919622402797443,SADIF Research,0.9769894779665148,Not a person,Sadif Analytics Prime,"('KLAC', '2018 q1')",0.9419728517532349
20625,LRCX,2018 q1,4530,0.6466674469771667,SADIF Research,0.9581506175736456,Not a person,Sadif Analytics Prime,"('LRCX', '2018 q1')",0.9425148367881775
20626,QCOM,2018 q1,4530,0.7745131817394078,SADIF Research,0.9772924354734344,Not a person,Sadif Analytics Prime,"('QCOM', '2018 q1')",0.9716203808784485
20627,AMD,2018 q1,4530,0.591247957151021,Mr. Rick E. Schafer,0.1549846023605542,male,"Oppenheimer & Co., Inc.","('AMD', '2018 q1')",0.0
20628,AVGO,2018 q1,4530,0.6953164575527802,"Mr. William S. Stein, CFA",0.4093707412412883,male,SunTrust Robinson Humphrey Capital Markets,"('AVGO', '2018 q1')",0.033191265538334846
20629,INTC,2018 q1,4530,0.4561686855273862,"Mr. William S. Stein, CFA",0.1495692572333355,male,SunTrust Robinson Humphrey Capital Markets,"('INTC', '2018 q1')",0.0
20630,MCHP,2018 q1,4530,0.6821687295056212,"Mr. William S. Stein, CFA",0.4667118079808768,male,SunTrust Robinson Humphrey Capital Markets,"('MCHP', '2018 q1')",0.0
20631,NVDA,2018 q1,4530,0.4292289745810794,"Mr. William S. Stein, CFA",0.2193575379476398,male,SunTrust Robinson Humphrey Capital Markets,"('NVDA', '2018 q1')",0.0
20632,TXN,2018 q1,4530,0.2733044963251334,"Mr. William S. Stein, CFA",0.2733044963251333,male,SunTrust Robinson Humphrey Capital Markets,"('TXN', '2018 q1')",0.0
20633,AVGO,2018 q1,4530,0.6953164575527802,Acquisdata Research Team,0.4890946182544969,Not a person,Acquisdata,"('AVGO', '2018 q1')",0.03333333507180214
20634,AVGO,2018 q1,4530,0.6953164575527802,Mr. Krishna BS,0.4890946182544969,male,Crispidea,"('AVGO', '2018 q1')",0.03333333507180214
20635,AVGO,2018 q1,4530,0.6953164575527802,Ms. Shejal Ajmera,0.5415729579482191,female,Crispidea,"('AVGO', '2018 q1')",0.0
20636,NVDA,2018 q1,4530,0.4292289745810794,Ms. Shejal Ajmera,0.2957796086703241,female,Crispidea,"('NVDA', '2018 q1')",0.010453072376549244
20637,AVGO,2018 q1,4530,0.6953164575527802,Mr. Anthony J. Stoss,0.3731977578618755,male,Craig Hallum,"('AVGO', '2018 q1')",0.0
20638,SWKS,2018 q1,4530,0.2576532054781505,Mr. Anthony J. Stoss,0.1159783478940261,male,Craig Hallum,"('SWKS', '2018 q1')",0.0
20639,INTC,2018 q1,4530,0.4561686855273862,"Mr. Suji Desilva, CFA",0.1407872067123921,male,"Roth Capital Partners, Inc.","('INTC', '2018 q1')",0.0
20640,INTC,2018 q1,4530,0.4561686855273862,Mr. Stephen Turner,0.0876982046636629,male,Hilliard Lyons,"('INTC', '2018 q1')",0.0
20641,INTC,2018 q1,4530,0.4561686855273862,Mr. Blayne Curtis,0.1816658620168894,male,Barclays,"('INTC', '2018 q1')",0.012557757087051868
20642,NVDA,2018 q1,4530,0.4292289745810794,Mr. Blayne Curtis,0.2884093606410984,male,Barclays,"('NVDA', '2018 q1')",0.0
20643,QRVO,2018 q1,4530,0.3593520373343895,Mr. Blayne Curtis,0.3240974917716541,male,Barclays,"('QRVO', '2018 q1')",0.0
20644,LRCX,2018 q1,4530,0.6466674469771667,"Shebly Seyrafi, CFA",0.2111888337413445,male,FBN Securities,"('LRCX', '2018 q1')",0.0
20645,LRCX,2018 q1,4530,0.6466674469771667,Stephen Castellano,0.7633538460433156,male,Ascendere Associates LLC,"('LRCX', '2018 q1')",0.1427873559296131
20646,MU,2018 q1,4530,0.7069698124243007,Ana Goshko,0.4467243297676494,female,BofA Global Research,"('MU', '2018 q1')",0.03333333507180214
20647,NVDA,2018 q1,4530,0.4292289745810794,Mr. Mitch T. Steves,0.101520158021709,male,RBC Capital Markets,"('NVDA', '2018 q1')",0.0
20648,NVDA,2018 q1,4530,0.4292289745810794,Mr. David O'Connor,0.5758018315166236,male,Exane BNP Paribas,"('NVDA', '2018 q1')",0.0
20649,QCOM,2018 q1,4530,0.7745131817394078,Mr. David O'Connor,0.5814145978472237,male,Exane BNP Paribas,"('QCOM', '2018 q1')",0.0
20650,QCOM,2018 q1,4530,0.7745131817394078,Mr. James E. Faucette,0.5351344163340704,male,Morgan Stanley,"('QCOM', '2018 q1')",0.01666666753590107
20651,QRVO,2018 q1,4530,0.3593520373343895,"T. Michael T. Walkley, CPA",0.0705544044557493,male,Canaccord Genuity,"('QRVO', '2018 q1')",0.025329969823360443
20652,SWKS,2018 q1,4530,0.2576532054781505,"T. Michael T. Walkley, CPA",0.0893980782832426,male,Canaccord Genuity,"('SWKS', '2018 q1')",0.0
20653,QRVO,2018 q1,4530,0.3593520373343895,Kinngai Chan,0.0971373404830583,male,Summit Insights Group,"('QRVO', '2018 q1')",0.05538869649171829
20654,SWKS,2018 q1,4530,0.2576532054781505,Kinngai Chan,0.0582877335933298,male,Summit Insights Group,"('SWKS', '2018 q1')",0.01578712835907936
20655,ADI,2018 q2,4530,0.5195887412434692,Craig M. Hettenbach,0.232119392677577,male,Morgan Stanley,"('ADI', '2018 q2')",0.0
20656,AVGO,2018 q2,4530,0.6067806583215387,Craig M. Hettenbach,0.3334198192446255,male,Morgan Stanley,"('AVGO', '2018 q2')",0.0
20657,MCHP,2018 q2,4530,0.8074620681607045,Craig M. Hettenbach,0.4651822381321879,male,Morgan Stanley,"('MCHP', '2018 q2')",0.0
20658,QRVO,2018 q2,4530,0.4979102263750911,Craig M. Hettenbach,0.1903388186097195,male,Morgan Stanley,"('QRVO', '2018 q2')",0.0
20659,SWKS,2018 q2,4530,0.5489935795941789,Craig M. Hettenbach,0.2475114867586283,male,Morgan Stanley,"('SWKS', '2018 q2')",0.0
20660,ADI,2018 q2,4530,0.5195887412434692,Mr. Krishna BS,0.6402391366760106,male,Crispidea,"('ADI', '2018 q2')",0.0
20661,AVGO,2018 q2,4530,0.6067806583215387,Mr. Krishna BS,0.7100626802809095,male,Crispidea,"('AVGO', '2018 q2')",0.0
20662,INTC,2018 q2,4530,0.5085912764817866,Mr. Krishna BS,0.6749887199702576,male,Crispidea,"('INTC', '2018 q2')",0.03333333507180214
20663,NVDA,2018 q2,4530,0.437887780854037,Mr. Krishna BS,0.342183548525357,male,Crispidea,"('NVDA', '2018 q2')",0.0
20664,QCOM,2018 q2,4530,0.6212754120174062,Mr. Krishna BS,0.5293265242133534,male,Crispidea,"('QCOM', '2018 q2')",0.018473176285624504
20665,SWKS,2018 q2,4530,0.5489935795941789,Mr. Krishna BS,0.6253359038360025,male,Crispidea,"('SWKS', '2018 q2')",0.0
20666,TXN,2018 q2,4530,0.6932080624397591,Mr. Krishna BS,0.6932080624397591,male,Crispidea,"('TXN', '2018 q2')",0.0
20667,ADI,2018 q2,4530,0.5195887412434692,Harsh V. Kumar,0.2118671317015736,male,Piper Sandler Companies,"('ADI', '2018 q2')",0.0
20668,AVGO,2018 q2,4530,0.6067806583215387,Harsh V. Kumar,0.31937496168114,male,Piper Sandler Companies,"('AVGO', '2018 q2')",0.0
20669,QRVO,2018 q2,4530,0.4979102263750911,Harsh V. Kumar,0.3739770204826672,male,Piper Sandler Companies,"('QRVO', '2018 q2')",0.0
20670,ADI,2018 q2,4530,0.5195887412434692,Mr. Vivek Arya,0.4486323126068973,male,BofA Global Research,"('ADI', '2018 q2')",0.0
20671,AMAT,2018 q2,4530,0.6094293402876061,Mr. Vivek Arya,0.3890811449349495,male,BofA Global Research,"('AMAT', '2018 q2')",0.0
20672,AMD,2018 q2,4530,0.4283102289201367,Mr. Vivek Arya,0.301625355188286,male,BofA Global Research,"('AMD', '2018 q2')",0.0
20673,AVGO,2018 q2,4530,0.6067806583215387,Mr. Vivek Arya,0.4597257397883053,male,BofA Global Research,"('AVGO', '2018 q2')",0.0
20674,INTC,2018 q2,4530,0.5085912764817866,Mr. Vivek Arya,0.1349575277388323,male,BofA Global Research,"('INTC', '2018 q2')",0.0
20675,KLAC,2018 q2,4530,0.6175486332972975,Mr. Vivek Arya,0.4645266954722866,male,BofA Global Research,"('KLAC', '2018 q2')",0.0
20676,LRCX,2018 q2,4530,0.5238401975749143,Mr. Vivek Arya,0.3520685075369864,male,BofA Global Research,"('LRCX', '2018 q2')",0.005611931439489126
20677,MCHP,2018 q2,4530,0.8074620681607045,Mr. Vivek Arya,0.7580579006721416,male,BofA Global Research,"('MCHP', '2018 q2')",0.0
20678,NVDA,2018 q2,4530,0.437887780854037,Mr. Vivek Arya,0.2856412001733712,male,BofA Global Research,"('NVDA', '2018 q2')",0.0
20679,SWKS,2018 q2,4530,0.5489935795941789,Mr. Vivek Arya,0.3770487465174454,male,BofA Global Research,"('SWKS', '2018 q2')",0.0
20680,ADI,2018 q2,4530,0.5195887412434692,Mr. Blayne Curtis,0.2146408220652849,male,Barclays,"('ADI', '2018 q2')",0.0
20681,AVGO,2018 q2,4530,0.6067806583215387,Mr. Blayne Curtis,0.597989856393147,male,Barclays,"('AVGO', '2018 q2')",0.0
20682,INTC,2018 q2,4530,0.5085912764817866,Mr. Blayne Curtis,0.3540374547529284,male,Barclays,"('INTC', '2018 q2')",0.0
20683,NVDA,2018 q2,4530,0.437887780854037,Mr. Blayne Curtis,0.1249170353457019,male,Barclays,"('NVDA', '2018 q2')",0.0
20684,QRVO,2018 q2,4530,0.4979102263750911,Mr. Blayne Curtis,0.5835796264356856,male,Barclays,"('QRVO', '2018 q2')",0.0
20685,XLNX,2018 q2,4530,0.681982309062847,Mr. Blayne Curtis,0.4318701320581104,male,Barclays,"('XLNX', '2018 q2')",0.01016919780522585
20686,ADI,2018 q2,4530,0.5195887412434692,"Mr. William S. Stein, CFA",0.4463694289663498,male,SunTrust Robinson Humphrey Capital Markets,"('ADI', '2018 q2')",0.009912574663758278
20687,INTC,2018 q2,4530,0.5085912764817866,"Mr. William S. Stein, CFA",0.2179832804685219,male,SunTrust Robinson Humphrey Capital Markets,"('INTC', '2018 q2')",0.005019267089664936
20688,ADI,2018 q2,4530,0.5195887412434692,S&P pool,0.7148714217876395,Not a person,CFRA Equity Research,"('ADI', '2018 q2')",0.0
20689,AMAT,2018 q2,4530,0.6094293402876061,S&P pool,0.5012023612311713,Not a person,CFRA Equity Research,"('AMAT', '2018 q2')",0.0
20690,INTC,2018 q2,4530,0.5085912764817866,S&P pool,0.3962245686540322,Not a person,CFRA Equity Research,"('INTC', '2018 q2')",0.0
20691,MCHP,2018 q2,4530,0.8074620681607045,S&P pool,0.6717659012698454,Not a person,CFRA Equity Research,"('MCHP', '2018 q2')",0.0
20692,MU,2018 q2,4530,0.7050858995520239,S&P pool,0.7484320921009885,Not a person,CFRA Equity Research,"('MU', '2018 q2')",0.01246766559779644
20693,NVDA,2018 q2,4530,0.437887780854037,S&P pool,0.3332153408234456,Not a person,CFRA Equity Research,"('NVDA', '2018 q2')",0.0
20694,QCOM,2018 q2,4530,0.6212754120174062,S&P pool,0.5849100380788356,Not a person,CFRA Equity Research,"('QCOM', '2018 q2')",0.0
20695,QRVO,2018 q2,4530,0.4979102263750911,S&P pool,0.5021498700981663,Not a person,CFRA Equity Research,"('QRVO', '2018 q2')",0.0
20696,SWKS,2018 q2,4530,0.5489935795941789,S&P pool,0.4504931881311297,Not a person,CFRA Equity Research,"('SWKS', '2018 q2')",0.0
20697,ADI,2018 q2,4530,0.5195887412434692,"David Wong, PHD",0.1674230679052192,male,"Wells Fargo Securities, LLC","('ADI', '2018 q2')",0.0
20698,AMAT,2018 q2,4530,0.6094293402876061,"David Wong, PHD",0.3482685319551026,male,"Wells Fargo Securities, LLC","('AMAT', '2018 q2')",0.0
20699,AMD,2018 q2,4530,0.4283102289201367,"David Wong, PHD",0.101236351427081,male,"Wells Fargo Securities, LLC","('AMD', '2018 q2')",0.0
20700,AVGO,2018 q2,4530,0.6067806583215387,"David Wong, PHD",0.3439305878730056,male,"Wells Fargo Securities, LLC","('AVGO', '2018 q2')",0.0
20701,INTC,2018 q2,4530,0.5085912764817866,"David Wong, PHD",0.0933871719135397,male,"Wells Fargo Securities, LLC","('INTC', '2018 q2')",0.0
20702,MXIM,2018 q2,4530,0.6310768230061715,"David Wong, PHD",0.2403955954941716,male,"Wells Fargo Securities, LLC","('MXIM', '2018 q2')",0.0
20703,NVDA,2018 q2,4530,0.437887780854037,"David Wong, PHD",0.0806994391582114,male,"Wells Fargo Securities, LLC","('NVDA', '2018 q2')",0.013470014557242393
20704,QCOM,2018 q2,4530,0.6212754120174062,"David Wong, PHD",0.3709305327620357,male,"Wells Fargo Securities, LLC","('QCOM', '2018 q2')",0.0
20705,QRVO,2018 q2,4530,0.4979102263750911,"David Wong, PHD",0.2644991507176659,male,"Wells Fargo Securities, LLC","('QRVO', '2018 q2')",0.0
20706,SWKS,2018 q2,4530,0.5489935795941789,"David Wong, PHD",0.2120545953537089,male,"Wells Fargo Securities, LLC","('SWKS', '2018 q2')",0.0
20707,XLNX,2018 q2,4530,0.681982309062847,"David Wong, PHD",0.3117617945702024,male,"Wells Fargo Securities, LLC","('XLNX', '2018 q2')",0.0
20708,ADI,2018 q2,4530,0.5195887412434692,"Mr. Amit J. Daryanani, CFA",0.1538776731808535,male,RBC Capital Markets,"('ADI', '2018 q2')",0.0
20709,INTC,2018 q2,4530,0.5085912764817866,"Mr. Amit J. Daryanani, CFA",0.1207512404799016,male,RBC Capital Markets,"('INTC', '2018 q2')",0.0
20710,LRCX,2018 q2,4530,0.5238401975749143,"Mr. Amit J. Daryanani, CFA",0.1764257492580881,male,RBC Capital Markets,"('LRCX', '2018 q2')",0.0
20711,QCOM,2018 q2,4530,0.6212754120174062,"Mr. Amit J. Daryanani, CFA",0.2678259653557016,male,RBC Capital Markets,"('QCOM', '2018 q2')",0.0
20712,TXN,2018 q2,4530,0.6932080624397591,"Mr. Amit J. Daryanani, CFA",0.6932080624397591,male,RBC Capital Markets,"('TXN', '2018 q2')",0.0
20713,ADI,2018 q2,4530,0.5195887412434692,Mr. Ross Seymore,0.2466433066442482,male,Deutsche Bank,"('ADI', '2018 q2')",0.0
20714,AMD,2018 q2,4530,0.4283102289201367,Mr. Ross Seymore,0.301000653355898,male,Deutsche Bank,"('AMD', '2018 q2')",0.0
20715,AVGO,2018 q2,4530,0.6067806583215387,Mr. Ross Seymore,0.40527851260073,male,Deutsche Bank,"('AVGO', '2018 q2')",0.0
20716,MXIM,2018 q2,4530,0.6310768230061715,Mr. Ross Seymore,0.3678822196276742,male,Deutsche Bank,"('MXIM', '2018 q2')",0.0
20717,NVDA,2018 q2,4530,0.437887780854037,Mr. Ross Seymore,0.4744827939849358,male,Deutsche Bank,"('NVDA', '2018 q2')",0.0
20718,QCOM,2018 q2,4530,0.6212754120174062,Mr. Ross Seymore,0.4297014415097377,male,Deutsche Bank,"('QCOM', '2018 q2')",0.0
20719,XLNX,2018 q2,4530,0.681982309062847,Mr. Ross Seymore,0.3501142527911388,male,Deutsche Bank,"('XLNX', '2018 q2')",0.0
20720,ADI,2018 q2,4530,0.5195887412434692,Credit Suisse Global Product Marketing,0.7297560750164919,Not a person,Credit Suisse,"('ADI', '2018 q2')",0.0
20721,MCHP,2018 q2,4530,0.8074620681607045,Credit Suisse Global Product Marketing,0.6791204417392158,Not a person,Credit Suisse,"('MCHP', '2018 q2')",0.0
20722,MU,2018 q2,4530,0.7050858995520239,Credit Suisse Global Product Marketing,0.698632073122678,Not a person,Credit Suisse,"('MU', '2018 q2')",0.0
20723,ADI,2018 q2,4530,0.5195887412434692,Mr. John W. Pitzer,0.1892960513544329,male,Credit Suisse,"('ADI', '2018 q2')",0.0
20724,AMD,2018 q2,4530,0.4283102289201367,Mr. John W. Pitzer,0.1576573663751961,male,Credit Suisse,"('AMD', '2018 q2')",0.0
20725,AVGO,2018 q2,4530,0.6067806583215387,Mr. John W. Pitzer,0.2943698408358763,male,Credit Suisse,"('AVGO', '2018 q2')",0.0
20726,INTC,2018 q2,4530,0.5085912764817866,Mr. John W. Pitzer,0.3384863811330588,male,Credit Suisse,"('INTC', '2018 q2')",0.0
20727,MCHP,2018 q2,4530,0.8074620681607045,Mr. John W. Pitzer,0.5199889890123358,male,Credit Suisse,"('MCHP', '2018 q2')",0.0
20728,MU,2018 q2,4530,0.7050858995520239,Mr. John W. Pitzer,0.4227380863818351,male,Credit Suisse,"('MU', '2018 q2')",0.0
20729,MXIM,2018 q2,4530,0.6310768230061715,Mr. John W. Pitzer,0.3704418654318101,male,Credit Suisse,"('MXIM', '2018 q2')",0.0
20730,AMAT,2018 q2,4530,0.6094293402876061,"Mr. Sidney Ho, CFA",0.3941929119682064,male,Deutsche Bank,"('AMAT', '2018 q2')",0.01666666753590107
20731,KLAC,2018 q2,4530,0.6175486332972975,"Mr. Sidney Ho, CFA",0.7919022398119006,male,Deutsche Bank,"('KLAC', '2018 q2')",0.0
20732,LRCX,2018 q2,4530,0.5238401975749143,"Mr. Sidney Ho, CFA",0.3480908161423405,male,Deutsche Bank,"('LRCX', '2018 q2')",0.0
20733,MU,2018 q2,4530,0.7050858995520239,"Mr. Sidney Ho, CFA",0.4576410416448014,male,Deutsche Bank,"('MU', '2018 q2')",0.0
20734,AMAT,2018 q2,4530,0.6094293402876061,Christian D. Schwab,0.2346556450020665,male,Craig Hallum,"('AMAT', '2018 q2')",0.03908578306436539
20735,AMD,2018 q2,4530,0.4283102289201367,Christian D. Schwab,0.1736499958676971,male,Craig Hallum,"('AMD', '2018 q2')",0.0
20736,AMAT,2018 q2,4530,0.6094293402876061,Mr. C.J. Muse,0.6333289346249301,male,EVERCORE ISI,"('AMAT', '2018 q2')",0.007786336820572615
20737,AVGO,2018 q2,4530,0.6067806583215387,Mr. C.J. Muse,0.2896240317810223,male,EVERCORE ISI,"('AVGO', '2018 q2')",0.0
20738,INTC,2018 q2,4530,0.5085912764817866,Mr. C.J. Muse,0.2647556228101341,male,EVERCORE ISI,"('INTC', '2018 q2')",0.0
20739,KLAC,2018 q2,4530,0.6175486332972975,Mr. C.J. Muse,0.4298750905766384,male,EVERCORE ISI,"('KLAC', '2018 q2')",0.0
20740,LRCX,2018 q2,4530,0.5238401975749143,Mr. C.J. Muse,0.3356389536517539,male,EVERCORE ISI,"('LRCX', '2018 q2')",0.016790447756648064
20741,MXIM,2018 q2,4530,0.6310768230061715,Mr. C.J. Muse,0.2852204379152851,male,EVERCORE ISI,"('MXIM', '2018 q2')",0.0
20742,NVDA,2018 q2,4530,0.437887780854037,Mr. C.J. Muse,0.1579854422201625,male,EVERCORE ISI,"('NVDA', '2018 q2')",0.0
20743,XLNX,2018 q2,4530,0.681982309062847,Mr. C.J. Muse,0.319904294424606,male,EVERCORE ISI,"('XLNX', '2018 q2')",0.0
20744,AMAT,2018 q2,4530,0.6094293402876061,Mr. Mitch T. Steves,0.244719632996208,male,RBC Capital Markets,"('AMAT', '2018 q2')",0.005222059786319733
20745,LRCX,2018 q2,4530,0.5238401975749143,Mr. Mitch T. Steves,0.1918414684462086,male,RBC Capital Markets,"('LRCX', '2018 q2')",0.0
20746,NVDA,2018 q2,4530,0.437887780854037,Mr. Mitch T. Steves,0.0941184866153679,male,RBC Capital Markets,"('NVDA', '2018 q2')",0.0
20747,AMAT,2018 q2,4530,0.6094293402876061,Mr. Krish Sankar,0.2377593445377538,male,Cowen and Company,"('AMAT', '2018 q2')",0.0
20748,KLAC,2018 q2,4530,0.6175486332972975,Mr. Krish Sankar,0.359694236283185,male,Cowen and Company,"('KLAC', '2018 q2')",0.0
20749,LRCX,2018 q2,4530,0.5238401975749143,Mr. Krish Sankar,0.1887647840304382,male,Cowen and Company,"('LRCX', '2018 q2')",0.0
20750,AMAT,2018 q2,4530,0.6094293402876061,Mr. Abhinav Davuluri,0.5013565537712775,male,"Morningstar, Inc.","('AMAT', '2018 q2')",0.0
20751,AVGO,2018 q2,4530,0.6067806583215387,Mr. Abhinav Davuluri,0.5509196955985735,male,"Morningstar, Inc.","('AVGO', '2018 q2')",0.004274006622533004
20752,INTC,2018 q2,4530,0.5085912764817866,Mr. Abhinav Davuluri,0.375816036831095,male,"Morningstar, Inc.","('INTC', '2018 q2')",0.0
20753,KLAC,2018 q2,4530,0.6175486332972975,Mr. Abhinav Davuluri,0.4756382895036234,male,"Morningstar, Inc.","('KLAC', '2018 q2')",0.0
20754,LRCX,2018 q2,4530,0.5238401975749143,Mr. Abhinav Davuluri,0.4051049400835816,male,"Morningstar, Inc.","('LRCX', '2018 q2')",0.0
20755,MU,2018 q2,4530,0.7050858995520239,Mr. Abhinav Davuluri,0.8125972715093261,male,"Morningstar, Inc.","('MU', '2018 q2')",0.0
20756,NVDA,2018 q2,4530,0.437887780854037,Mr. Abhinav Davuluri,0.2988239771397706,male,"Morningstar, Inc.","('NVDA', '2018 q2')",0.0
20757,QCOM,2018 q2,4530,0.6212754120174062,Mr. Abhinav Davuluri,0.6076749594770712,male,"Morningstar, Inc.","('QCOM', '2018 q2')",0.013517030514776707
20758,XLNX,2018 q2,4530,0.681982309062847,Mr. Abhinav Davuluri,0.6502160293847337,male,"Morningstar, Inc.","('XLNX', '2018 q2')",0.0
20759,AMAT,2018 q2,4530,0.6094293402876061,Mehdi Hosseini,0.5712897830695299,male,Susquehanna Financial Group LLLP,"('AMAT', '2018 q2')",0.0
20760,KLAC,2018 q2,4530,0.6175486332972975,Mehdi Hosseini,0.5427569905880133,male,Susquehanna Financial Group LLLP,"('KLAC', '2018 q2')",0.0
20761,MU,2018 q2,4530,0.7050858995520239,Mehdi Hosseini,0.5764983493314033,male,Susquehanna Financial Group LLLP,"('MU', '2018 q2')",0.0
20762,AMAT,2018 q2,4530,0.6094293402876061,Mr. Farhan Ahmad,0.3450405657469537,male,Credit Suisse,"('AMAT', '2018 q2')",0.0
20763,KLAC,2018 q2,4530,0.6175486332972975,Mr. Farhan Ahmad,0.2901773433990016,male,Credit Suisse,"('KLAC', '2018 q2')",0.0
20764,AMAT,2018 q2,4530,0.6094293402876061,CFRA Research,0.5000868382679404,Not a person,CFRA Equity Research,"('AMAT', '2018 q2')",0.0
20765,AMD,2018 q2,4530,0.4283102289201367,CFRA Research,0.3882176193621128,Not a person,CFRA Equity Research,"('AMD', '2018 q2')",0.0
20766,INTC,2018 q2,4530,0.5085912764817866,CFRA Research,0.4210966633249207,Not a person,CFRA Equity Research,"('INTC', '2018 q2')",0.0
20767,KLAC,2018 q2,4530,0.6175486332972975,CFRA Research,0.6115976701595512,Not a person,CFRA Equity Research,"('KLAC', '2018 q2')",0.0
20768,LRCX,2018 q2,4530,0.5238401975749143,CFRA Research,0.5499376209665552,Not a person,CFRA Equity Research,"('LRCX', '2018 q2')",0.0
20769,MCHP,2018 q2,4530,0.8074620681607045,CFRA Research,0.6781739896163737,Not a person,CFRA Equity Research,"('MCHP', '2018 q2')",0.0
20770,MXIM,2018 q2,4530,0.6310768230061715,CFRA Research,0.7096985943086921,Not a person,CFRA Equity Research,"('MXIM', '2018 q2')",0.0
20771,NVDA,2018 q2,4530,0.437887780854037,CFRA Research,0.3328461329046506,Not a person,CFRA Equity Research,"('NVDA', '2018 q2')",0.0
20772,QCOM,2018 q2,4530,0.6212754120174062,CFRA Research,0.5984011629933794,Not a person,CFRA Equity Research,"('QCOM', '2018 q2')",0.0
20773,QRVO,2018 q2,4530,0.4979102263750911,CFRA Research,0.5000062243257289,Not a person,CFRA Equity Research,"('QRVO', '2018 q2')",0.0
20774,SWKS,2018 q2,4530,0.5489935795941789,CFRA Research,0.4658510722743874,Not a person,CFRA Equity Research,"('SWKS', '2018 q2')",0.0
20775,XLNX,2018 q2,4530,0.681982309062847,CFRA Research,0.6856027491581167,Not a person,CFRA Equity Research,"('XLNX', '2018 q2')",0.0
20776,AMAT,2018 q2,4530,0.6094293402876061,Jerome Ramel,0.598046896593248,male,Exane BNP Paribas,"('AMAT', '2018 q2')",0.0
20777,AMD,2018 q2,4530,0.4283102289201367,Jerome Ramel,0.6033608395312552,male,Exane BNP Paribas,"('AMD', '2018 q2')",0.0
20778,INTC,2018 q2,4530,0.5085912764817866,Jerome Ramel,0.7215203570930376,male,Exane BNP Paribas,"('INTC', '2018 q2')",0.0
20779,QCOM,2018 q2,4530,0.6212754120174062,Jerome Ramel,0.6954162160879639,male,Exane BNP Paribas,"('QCOM', '2018 q2')",0.0
20780,AMAT,2018 q2,4530,0.6094293402876061,Romeo Alvarez,0.6695158284738647,male,William O'Neil + Co.,"('AMAT', '2018 q2')",0.03333333507180214
20781,AMD,2018 q2,4530,0.4283102289201367,Gus Richard,0.1193532883285961,male,Northland Securities,"('AMD', '2018 q2')",0.010422064922749996
20782,INTC,2018 q2,4530,0.5085912764817866,Gus Richard,0.1353055690493688,male,Northland Securities,"('INTC', '2018 q2')",0.0
20783,AMD,2018 q2,4530,0.4283102289201367,Joseph L. Moore,0.1562443029838628,male,Morgan Stanley,"('AMD', '2018 q2')",0.0
20784,INTC,2018 q2,4530,0.5085912764817866,Joseph L. Moore,0.1422204251806408,male,Morgan Stanley,"('INTC', '2018 q2')",0.0
20785,NVDA,2018 q2,4530,0.437887780854037,Joseph L. Moore,0.176879282134655,male,Morgan Stanley,"('NVDA', '2018 q2')",0.0
20786,AMD,2018 q2,4530,0.4283102289201367,Mr. Christopher A. Jacobson,0.8964507773376345,male,Susquehanna Financial Group LLLP,"('AMD', '2018 q2')",0.06189620494842529
20787,AMD,2018 q2,4530,0.4283102289201367,Christopher Rolland,0.4669596439982502,male,Susquehanna Financial Group LLLP,"('AMD', '2018 q2')",0.0
20788,AVGO,2018 q2,4530,0.6067806583215387,Christopher Rolland,0.806337401909528,male,Susquehanna Financial Group LLLP,"('AVGO', '2018 q2')",0.0
20789,INTC,2018 q2,4530,0.5085912764817866,Christopher Rolland,0.5894194391502573,male,Susquehanna Financial Group LLLP,"('INTC', '2018 q2')",0.0
20790,MCHP,2018 q2,4530,0.8074620681607045,Christopher Rolland,0.8653700379162602,male,Susquehanna Financial Group LLLP,"('MCHP', '2018 q2')",0.0
20791,NVDA,2018 q2,4530,0.437887780854037,Christopher Rolland,0.6965872879429941,male,Susquehanna Financial Group LLLP,"('NVDA', '2018 q2')",0.0
20792,QCOM,2018 q2,4530,0.6212754120174062,Christopher Rolland,0.7191218807685741,male,Susquehanna Financial Group LLLP,"('QCOM', '2018 q2')",0.0
20793,XLNX,2018 q2,4530,0.681982309062847,Christopher Rolland,0.743743423184981,male,Susquehanna Financial Group LLLP,"('XLNX', '2018 q2')",0.0
20794,AMD,2018 q2,4530,0.4283102289201367,Mr. Rick E. Schafer,0.0954556402615328,male,"Oppenheimer & Co., Inc.","('AMD', '2018 q2')",0.0
20795,AMD,2018 q2,4530,0.4283102289201367,Mr. Ruben Roy,0.1832001522008728,male,MKM Partners,"('AMD', '2018 q2')",0.052895691245794296
20796,AVGO,2018 q2,4530,0.6067806583215387,Mr. Ruben Roy,0.3064189292762085,male,MKM Partners,"('AVGO', '2018 q2')",0.02389620430767536
20797,INTC,2018 q2,4530,0.5085912764817866,Mr. Ruben Roy,0.2670011122847241,male,MKM Partners,"('INTC', '2018 q2')",0.009524853900074959
20798,MU,2018 q2,4530,0.7050858995520239,Mr. Ruben Roy,0.4938698206802066,male,MKM Partners,"('MU', '2018 q2')",0.0
20799,NVDA,2018 q2,4530,0.437887780854037,Mr. Ruben Roy,0.2465075589442005,male,MKM Partners,"('NVDA', '2018 q2')",0.015939800068736076
20800,SWKS,2018 q2,4530,0.5489935795941789,Mr. Ruben Roy,0.4441805810388173,male,MKM Partners,"('SWKS', '2018 q2')",0.0
20801,AMD,2018 q2,4530,0.4283102289201367,"Mr. Mike A. Burton, CFA",0.1620630611393721,male,The Benchmark Company LLC,"('AMD', '2018 q2')",0.0
20802,AVGO,2018 q2,4530,0.6067806583215387,"Mr. Mike A. Burton, CFA",0.4335289057144503,male,The Benchmark Company LLC,"('AVGO', '2018 q2')",0.0
20803,QRVO,2018 q2,4530,0.4979102263750911,"Mr. Mike A. Burton, CFA",0.5381789965587982,male,The Benchmark Company LLC,"('QRVO', '2018 q2')",0.0
20804,AMD,2018 q2,4530,0.4283102289201367,Mr. Matthew D. Ramsay,0.0865989725308742,male,Cowen and Company,"('AMD', '2018 q2')",0.0
20805,AVGO,2018 q2,4530,0.6067806583215387,Mr. Matthew D. Ramsay,0.1615175198234258,male,Cowen and Company,"('AVGO', '2018 q2')",0.011226915754377842
20806,INTC,2018 q2,4530,0.5085912764817866,Mr. Matthew D. Ramsay,0.1391752724664181,male,Cowen and Company,"('INTC', '2018 q2')",0.0
20807,NVDA,2018 q2,4530,0.437887780854037,Mr. Matthew D. Ramsay,0.1388659155083395,male,Cowen and Company,"('NVDA', '2018 q2')",0.0
20808,QCOM,2018 q2,4530,0.6212754120174062,Mr. Matthew D. Ramsay,0.2331098037540479,male,Cowen and Company,"('QCOM', '2018 q2')",0.01330330315977335
20809,AVGO,2018 q2,4530,0.6067806583215387,Mr. Anthony J. Stoss,0.2965076269455372,male,Craig Hallum,"('AVGO', '2018 q2')",0.0
20810,QRVO,2018 q2,4530,0.4979102263750911,Mr. Anthony J. Stoss,0.1921943987664243,male,Craig Hallum,"('QRVO', '2018 q2')",0.0
20811,SWKS,2018 q2,4530,0.5489935795941789,Mr. Anthony J. Stoss,0.214225463039688,male,Craig Hallum,"('SWKS', '2018 q2')",0.03582281246781349
20812,AVGO,2018 q2,4530,0.6067806583215387,Brian Colello,0.553698468286661,male,"Morningstar, Inc.","('AVGO', '2018 q2')",0.015140487812459469
20813,MXIM,2018 q2,4530,0.6310768230061715,Brian Colello,0.6825249585379354,male,"Morningstar, Inc.","('MXIM', '2018 q2')",0.0
20814,INTC,2018 q2,4530,0.5085912764817866,SADIF Research,0.9471333341010132,Not a person,Sadif Analytics Prime,"('INTC', '2018 q2')",0.9320279955863953
20815,LRCX,2018 q2,4530,0.5238401975749143,SADIF Research,0.972390702009167,Not a person,Sadif Analytics Prime,"('LRCX', '2018 q2')",0.9420077204704285
20816,MCHP,2018 q2,4530,0.8074620681607045,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MCHP', '2018 q2')",0.9741065502166748
20817,MXIM,2018 q2,4530,0.6310768230061715,SADIF Research,0.962345080835974,Not a person,Sadif Analytics Prime,"('MXIM', '2018 q2')",0.9188503623008728
20818,XLNX,2018 q2,4530,0.681982309062847,SADIF Research,0.9825224313733604,Not a person,Sadif Analytics Prime,"('XLNX', '2018 q2')",0.9537981152534485
20819,INTC,2018 q2,4530,0.5085912764817866,Ivan Feinseth,0.2038991755004015,male,Tigress Financial Partners,"('INTC', '2018 q2')",0.0
20820,INTC,2018 q2,4530,0.5085912764817866,"Mr. Suji Desilva, CFA",0.0946534534078536,male,"Roth Capital Partners, Inc.","('INTC', '2018 q2')",0.0
20821,NVDA,2018 q2,4530,0.437887780854037,Mr. David O'Connor,0.5474623395336007,male,Exane BNP Paribas,"('NVDA', '2018 q2')",0.0
20822,QCOM,2018 q2,4530,0.6212754120174062,Mr. James E. Faucette,0.3494275119172911,male,Morgan Stanley,"('QCOM', '2018 q2')",0.0
20823,QCOM,2018 q2,4530,0.6212754120174062,"T. Michael T. Walkley, CPA",0.2310430817084085,male,Canaccord Genuity,"('QCOM', '2018 q2')",0.0
20824,QRVO,2018 q2,4530,0.4979102263750911,"T. Michael T. Walkley, CPA",0.1776759792695725,male,Canaccord Genuity,"('QRVO', '2018 q2')",0.026175417937338352
20825,SWKS,2018 q2,4530,0.5489935795941789,"T. Michael T. Walkley, CPA",0.7078457650118614,male,Canaccord Genuity,"('SWKS', '2018 q2')",0.03333333507180214
20826,QCOM,2018 q2,4530,0.6212754120174062,Mr. Tal Liani,0.310706072307809,male,BofA Global Research,"('QCOM', '2018 q2')",0.0073636239394545555
20827,ADI,2018 q3,4530,0.6161573671988193,Mr. John W. Pitzer,0.2533847108776181,male,Credit Suisse,"('ADI', '2018 q3')",0.0
20828,AMAT,2018 q3,4530,0.6125096049206233,Mr. John W. Pitzer,0.1955097513498072,male,Credit Suisse,"('AMAT', '2018 q3')",0.0
20829,KLAC,2018 q3,4530,0.450728641170661,Mr. John W. Pitzer,0.2199455206921081,male,Credit Suisse,"('KLAC', '2018 q3')",0.0
20830,LRCX,2018 q3,4530,0.4258318480472726,Mr. John W. Pitzer,0.2279238595478107,male,Credit Suisse,"('LRCX', '2018 q3')",0.0
20831,MCHP,2018 q3,4530,0.6913233126074297,Mr. John W. Pitzer,0.4259775446681553,male,Credit Suisse,"('MCHP', '2018 q3')",0.0
20832,XLNX,2018 q3,4530,0.6325614373488948,Mr. John W. Pitzer,0.3448277879328809,male,Credit Suisse,"('XLNX', '2018 q3')",0.02181950956583023
20833,ADI,2018 q3,4530,0.6161573671988193,Craig M. Hettenbach,0.1734297533747013,male,Morgan Stanley,"('ADI', '2018 q3')",0.0
20834,MCHP,2018 q3,4530,0.6913233126074297,Craig M. Hettenbach,0.3289087937053143,male,Morgan Stanley,"('MCHP', '2018 q3')",0.0
20835,QRVO,2018 q3,4530,0.3140007281255949,Craig M. Hettenbach,0.269117435874567,male,Morgan Stanley,"('QRVO', '2018 q3')",0.0
20836,SWKS,2018 q3,4530,0.4665846303969633,Craig M. Hettenbach,0.2092231958261271,male,Morgan Stanley,"('SWKS', '2018 q3')",0.0
20837,ADI,2018 q3,4530,0.6161573671988193,Credit Suisse Global Product Marketing,0.6268808687057713,Not a person,Credit Suisse,"('ADI', '2018 q3')",0.0
20838,AMAT,2018 q3,4530,0.6125096049206233,Credit Suisse Global Product Marketing,0.6321978005623775,Not a person,Credit Suisse,"('AMAT', '2018 q3')",0.011971897445619106
20839,AVGO,2018 q3,4530,0.6844801899747859,Credit Suisse Global Product Marketing,0.7499919068263943,Not a person,Credit Suisse,"('AVGO', '2018 q3')",0.0
20840,INTC,2018 q3,4530,0.580637433149063,Credit Suisse Global Product Marketing,0.5865826922293838,Not a person,Credit Suisse,"('INTC', '2018 q3')",0.0
20841,MU,2018 q3,4530,0.5878606006187725,Credit Suisse Global Product Marketing,0.7814691283999355,Not a person,Credit Suisse,"('MU', '2018 q3')",0.02193198911845684
20842,ADI,2018 q3,4530,0.6161573671988193,Mr. Krishna BS,0.878230363852691,male,Crispidea,"('ADI', '2018 q3')",0.0
20843,AMD,2018 q3,4530,0.4917512060293607,Mr. Krishna BS,0.3511721218621602,male,Crispidea,"('AMD', '2018 q3')",0.0
20844,INTC,2018 q3,4530,0.580637433149063,Mr. Krishna BS,0.4841721870925016,male,Crispidea,"('INTC', '2018 q3')",0.0
20845,NVDA,2018 q3,4530,0.5461287568742504,Mr. Krishna BS,0.525117178370625,male,Crispidea,"('NVDA', '2018 q3')",0.0
20846,QCOM,2018 q3,4530,0.7088066725472228,Mr. Krishna BS,0.5950840269703823,male,Crispidea,"('QCOM', '2018 q3')",0.0
20847,SWKS,2018 q3,4530,0.4665846303969633,Mr. Krishna BS,0.7065712305394685,male,Crispidea,"('SWKS', '2018 q3')",0.0
20848,TXN,2018 q3,4530,0.7367617207440651,Mr. Krishna BS,0.7367617207440651,male,Crispidea,"('TXN', '2018 q3')",0.0
20849,ADI,2018 q3,4530,0.6161573671988193,"Mr. Amit J. Daryanani, CFA",0.1662182858417865,male,RBC Capital Markets,"('ADI', '2018 q3')",0.0
20850,AVGO,2018 q3,4530,0.6844801899747859,"Mr. Amit J. Daryanani, CFA",0.2835597881274904,male,RBC Capital Markets,"('AVGO', '2018 q3')",0.0
20851,INTC,2018 q3,4530,0.580637433149063,"Mr. Amit J. Daryanani, CFA",0.1363499389827422,male,RBC Capital Markets,"('INTC', '2018 q3')",0.0
20852,QCOM,2018 q3,4530,0.7088066725472228,"Mr. Amit J. Daryanani, CFA",0.2917526509681865,male,RBC Capital Markets,"('QCOM', '2018 q3')",0.0
20853,TXN,2018 q3,4530,0.7367617207440651,"Mr. Amit J. Daryanani, CFA",0.7367617207440651,male,RBC Capital Markets,"('TXN', '2018 q3')",0.0
20854,ADI,2018 q3,4530,0.6161573671988193,Brian Colello,0.7400020136623225,male,"Morningstar, Inc.","('ADI', '2018 q3')",0.0
20855,MCHP,2018 q3,4530,0.6913233126074297,Brian Colello,0.7307671239535222,male,"Morningstar, Inc.","('MCHP', '2018 q3')",0.0
20856,SWKS,2018 q3,4530,0.4665846303969633,Brian Colello,0.5786795798500457,male,"Morningstar, Inc.","('SWKS', '2018 q3')",0.0
20857,ADI,2018 q3,4530,0.6161573671988193,Harsh V. Kumar,0.2043355067267667,male,Piper Sandler Companies,"('ADI', '2018 q3')",0.0
20858,AVGO,2018 q3,4530,0.6844801899747859,Harsh V. Kumar,0.3051538518114134,male,Piper Sandler Companies,"('AVGO', '2018 q3')",0.0
20859,MCHP,2018 q3,4530,0.6913233126074297,Harsh V. Kumar,0.4111946804751316,male,Piper Sandler Companies,"('MCHP', '2018 q3')",0.0
20860,QRVO,2018 q3,4530,0.3140007281255949,Harsh V. Kumar,0.1427923175390914,male,Piper Sandler Companies,"('QRVO', '2018 q3')",0.0
20861,SWKS,2018 q3,4530,0.4665846303969633,Harsh V. Kumar,0.2099153041360143,male,Piper Sandler Companies,"('SWKS', '2018 q3')",0.0
20862,ADI,2018 q3,4530,0.6161573671988193,Mr. Ross Seymore,0.2898318983845975,male,Deutsche Bank,"('ADI', '2018 q3')",0.0
20863,AMD,2018 q3,4530,0.4917512060293607,Mr. Ross Seymore,0.7171574473885969,male,Deutsche Bank,"('AMD', '2018 q3')",0.0
20864,INTC,2018 q3,4530,0.580637433149063,Mr. Ross Seymore,0.7772661292754334,male,Deutsche Bank,"('INTC', '2018 q3')",0.0
20865,MXIM,2018 q3,4530,0.4555322950217988,Mr. Ross Seymore,0.2327577131738609,male,Deutsche Bank,"('MXIM', '2018 q3')",0.013584638945758343
20866,NVDA,2018 q3,4530,0.5461287568742504,Mr. Ross Seymore,0.7138444088960268,male,Deutsche Bank,"('NVDA', '2018 q3')",0.0
20867,QCOM,2018 q3,4530,0.7088066725472228,Mr. Ross Seymore,0.9434579425393465,male,Deutsche Bank,"('QCOM', '2018 q3')",0.0
20868,XLNX,2018 q3,4530,0.6325614373488948,Mr. Ross Seymore,0.7936894704219155,male,Deutsche Bank,"('XLNX', '2018 q3')",0.0
20869,ADI,2018 q3,4530,0.6161573671988193,Mr. C.J. Muse,0.5766765512008485,male,EVERCORE ISI,"('ADI', '2018 q3')",0.0071893963031470776
20870,AMAT,2018 q3,4530,0.6125096049206233,Mr. C.J. Muse,0.2242597015821351,male,EVERCORE ISI,"('AMAT', '2018 q3')",0.0
20871,AVGO,2018 q3,4530,0.6844801899747859,Mr. C.J. Muse,0.4485407802343629,male,EVERCORE ISI,"('AVGO', '2018 q3')",0.0
20872,INTC,2018 q3,4530,0.580637433149063,Mr. C.J. Muse,0.2080538990484002,male,EVERCORE ISI,"('INTC', '2018 q3')",0.0
20873,KLAC,2018 q3,4530,0.450728641170661,Mr. C.J. Muse,0.199700476541829,male,EVERCORE ISI,"('KLAC', '2018 q3')",0.0
20874,LRCX,2018 q3,4530,0.4258318480472726,Mr. C.J. Muse,0.2098365631782528,male,EVERCORE ISI,"('LRCX', '2018 q3')",0.0
20875,MU,2018 q3,4530,0.5878606006187725,Mr. C.J. Muse,0.3768658135722325,male,EVERCORE ISI,"('MU', '2018 q3')",0.0
20876,MXIM,2018 q3,4530,0.4555322950217988,Mr. C.J. Muse,0.1841890929960477,male,EVERCORE ISI,"('MXIM', '2018 q3')",0.0
20877,NVDA,2018 q3,4530,0.5461287568742504,Mr. C.J. Muse,0.2287118378889923,male,EVERCORE ISI,"('NVDA', '2018 q3')",0.0
20878,QCOM,2018 q3,4530,0.7088066725472228,Mr. C.J. Muse,0.2431677438380457,male,EVERCORE ISI,"('QCOM', '2018 q3')",0.0
20879,ADI,2018 q3,4530,0.6161573671988193,Mr. Blayne Curtis,0.4094840194643104,male,Barclays,"('ADI', '2018 q3')",0.0
20880,AMD,2018 q3,4530,0.4917512060293607,Mr. Blayne Curtis,0.6522754867148252,male,Barclays,"('AMD', '2018 q3')",0.0
20881,INTC,2018 q3,4530,0.580637433149063,Mr. Blayne Curtis,0.1601687927521717,male,Barclays,"('INTC', '2018 q3')",0.0
20882,MXIM,2018 q3,4530,0.4555322950217988,Mr. Blayne Curtis,0.1982118811246279,male,Barclays,"('MXIM', '2018 q3')",0.0
20883,XLNX,2018 q3,4530,0.6325614373488948,Mr. Blayne Curtis,0.2746258261832507,male,Barclays,"('XLNX', '2018 q3')",0.0
20884,ADI,2018 q3,4530,0.6161573671988193,"Ms. Angelo Zino, CFA",0.7530995468259497,female,CFRA Equity Research,"('ADI', '2018 q3')",0.0
20885,AMAT,2018 q3,4530,0.6125096049206233,"Ms. Angelo Zino, CFA",0.5991685195930101,female,CFRA Equity Research,"('AMAT', '2018 q3')",0.0
20886,AMD,2018 q3,4530,0.4917512060293607,"Ms. Angelo Zino, CFA",0.3487426926362588,female,CFRA Equity Research,"('AMD', '2018 q3')",0.0
20887,AVGO,2018 q3,4530,0.6844801899747859,"Ms. Angelo Zino, CFA",0.6355737728731146,female,CFRA Equity Research,"('AVGO', '2018 q3')",0.0
20888,INTC,2018 q3,4530,0.580637433149063,"Ms. Angelo Zino, CFA",0.4775706189642233,female,CFRA Equity Research,"('INTC', '2018 q3')",0.0
20889,KLAC,2018 q3,4530,0.450728641170661,"Ms. Angelo Zino, CFA",0.578856379449791,female,CFRA Equity Research,"('KLAC', '2018 q3')",0.0
20890,LRCX,2018 q3,4530,0.4258318480472726,"Ms. Angelo Zino, CFA",0.5549588320281879,female,CFRA Equity Research,"('LRCX', '2018 q3')",0.0
20891,MCHP,2018 q3,4530,0.6913233126074297,"Ms. Angelo Zino, CFA",0.7580091575726873,female,CFRA Equity Research,"('MCHP', '2018 q3')",0.0
20892,MXIM,2018 q3,4530,0.4555322950217988,"Ms. Angelo Zino, CFA",0.7384299044672729,female,CFRA Equity Research,"('MXIM', '2018 q3')",0.0
20893,NVDA,2018 q3,4530,0.5461287568742504,"Ms. Angelo Zino, CFA",0.367429507751481,female,CFRA Equity Research,"('NVDA', '2018 q3')",0.0
20894,QCOM,2018 q3,4530,0.7088066725472228,"Ms. Angelo Zino, CFA",0.6772002850741143,female,CFRA Equity Research,"('QCOM', '2018 q3')",0.0
20895,QRVO,2018 q3,4530,0.3140007281255949,"Ms. Angelo Zino, CFA",0.6685343097260904,female,CFRA Equity Research,"('QRVO', '2018 q3')",0.0
20896,SWKS,2018 q3,4530,0.4665846303969633,"Ms. Angelo Zino, CFA",0.5173809533659757,female,CFRA Equity Research,"('SWKS', '2018 q3')",0.0
20897,XLNX,2018 q3,4530,0.6325614373488948,"Ms. Angelo Zino, CFA",0.6586959136609976,female,CFRA Equity Research,"('XLNX', '2018 q3')",0.0
20898,AMAT,2018 q3,4530,0.6125096049206233,Mehdi Hosseini,0.5957787297946756,male,Susquehanna Financial Group LLLP,"('AMAT', '2018 q3')",0.0
20899,AMAT,2018 q3,4530,0.6125096049206233,Mr. Mitch T. Steves,0.3202617569070231,male,RBC Capital Markets,"('AMAT', '2018 q3')",0.0
20900,AMD,2018 q3,4530,0.4917512060293607,Mr. Mitch T. Steves,0.148947915519445,male,RBC Capital Markets,"('AMD', '2018 q3')",0.0
20901,LRCX,2018 q3,4530,0.4258318480472726,Mr. Mitch T. Steves,0.1566204830499147,male,RBC Capital Markets,"('LRCX', '2018 q3')",0.0
20902,AMAT,2018 q3,4530,0.6125096049206233,"Mr. Sidney Ho, CFA",0.7647794063063161,male,Deutsche Bank,"('AMAT', '2018 q3')",0.0
20903,KLAC,2018 q3,4530,0.450728641170661,"Mr. Sidney Ho, CFA",0.352583151483577,male,Deutsche Bank,"('KLAC', '2018 q3')",0.0
20904,LRCX,2018 q3,4530,0.4258318480472726,"Mr. Sidney Ho, CFA",0.381939575783641,male,Deutsche Bank,"('LRCX', '2018 q3')",0.0
20905,AMAT,2018 q3,4530,0.6125096049206233,Mr. Abhinav Davuluri,0.5586928375254904,male,"Morningstar, Inc.","('AMAT', '2018 q3')",0.0
20906,AMD,2018 q3,4530,0.4917512060293607,Mr. Abhinav Davuluri,0.690289976696736,male,"Morningstar, Inc.","('AMD', '2018 q3')",0.0
20907,AVGO,2018 q3,4530,0.6844801899747859,Mr. Abhinav Davuluri,0.7826416477891023,male,"Morningstar, Inc.","('AVGO', '2018 q3')",0.0
20908,INTC,2018 q3,4530,0.580637433149063,Mr. Abhinav Davuluri,0.4917077913805943,male,"Morningstar, Inc.","('INTC', '2018 q3')",0.0
20909,KLAC,2018 q3,4530,0.450728641170661,Mr. Abhinav Davuluri,0.4852445562470823,male,"Morningstar, Inc.","('KLAC', '2018 q3')",0.0
20910,LRCX,2018 q3,4530,0.4258318480472726,Mr. Abhinav Davuluri,0.4599427562879399,male,"Morningstar, Inc.","('LRCX', '2018 q3')",0.0
20911,NVDA,2018 q3,4530,0.5461287568742504,Mr. Abhinav Davuluri,0.3750510970233688,male,"Morningstar, Inc.","('NVDA', '2018 q3')",0.0
20912,QCOM,2018 q3,4530,0.7088066725472228,Mr. Abhinav Davuluri,0.6253491532256147,male,"Morningstar, Inc.","('QCOM', '2018 q3')",0.0
20913,XLNX,2018 q3,4530,0.6325614373488948,Mr. Abhinav Davuluri,0.8453005633531343,male,"Morningstar, Inc.","('XLNX', '2018 q3')",0.0
20914,AMAT,2018 q3,4530,0.6125096049206233,Jerome Ramel,0.2579193950687383,male,Exane BNP Paribas,"('AMAT', '2018 q3')",0.0
20915,AMD,2018 q3,4530,0.4917512060293607,Jerome Ramel,0.2993935141614741,male,Exane BNP Paribas,"('AMD', '2018 q3')",0.0
20916,INTC,2018 q3,4530,0.580637433149063,Jerome Ramel,0.7064682633431212,male,Exane BNP Paribas,"('INTC', '2018 q3')",0.0
20917,QCOM,2018 q3,4530,0.7088066725472228,Jerome Ramel,0.6600925463046748,male,Exane BNP Paribas,"('QCOM', '2018 q3')",0.0
20918,AMAT,2018 q3,4530,0.6125096049206233,Acquisdata Research Team,0.6447346881413016,Not a person,Acquisdata,"('AMAT', '2018 q3')",0.03333333507180214
20919,AMAT,2018 q3,4530,0.6125096049206233,Mr. Vivek Arya,0.3933272586011375,male,BofA Global Research,"('AMAT', '2018 q3')",0.0
20920,AMD,2018 q3,4530,0.4917512060293607,Mr. Vivek Arya,0.1332486085683844,male,BofA Global Research,"('AMD', '2018 q3')",0.0
20921,AVGO,2018 q3,4530,0.6844801899747859,Mr. Vivek Arya,0.4295074553589009,male,BofA Global Research,"('AVGO', '2018 q3')",0.0
20922,INTC,2018 q3,4530,0.580637433149063,Mr. Vivek Arya,0.3669470736017016,male,BofA Global Research,"('INTC', '2018 q3')",0.0
20923,KLAC,2018 q3,4530,0.450728641170661,Mr. Vivek Arya,0.4640365145154095,male,BofA Global Research,"('KLAC', '2018 q3')",0.0
20924,LRCX,2018 q3,4530,0.4258318480472726,Mr. Vivek Arya,0.3925503585649162,male,BofA Global Research,"('LRCX', '2018 q3')",0.0
20925,MCHP,2018 q3,4530,0.6913233126074297,Mr. Vivek Arya,0.5735807247195317,male,BofA Global Research,"('MCHP', '2018 q3')",0.0
20926,NVDA,2018 q3,4530,0.5461287568742504,Mr. Vivek Arya,0.5160483637066023,male,BofA Global Research,"('NVDA', '2018 q3')",0.019404001533985138
20927,SWKS,2018 q3,4530,0.4665846303969633,Mr. Vivek Arya,0.2880857790975277,male,BofA Global Research,"('SWKS', '2018 q3')",0.0
20928,XLNX,2018 q3,4530,0.6325614373488948,Mr. Vivek Arya,0.3800039336609275,male,BofA Global Research,"('XLNX', '2018 q3')",0.0
20929,AMAT,2018 q3,4530,0.6125096049206233,Mr. Krish Sankar,0.2042017890555696,male,Cowen and Company,"('AMAT', '2018 q3')",0.0
20930,KLAC,2018 q3,4530,0.450728641170661,Mr. Krish Sankar,0.1551443195603592,male,Cowen and Company,"('KLAC', '2018 q3')",0.0
20931,LRCX,2018 q3,4530,0.4258318480472726,Mr. Krish Sankar,0.0942362986807413,male,Cowen and Company,"('LRCX', '2018 q3')",0.0
20932,AMAT,2018 q3,4530,0.6125096049206233,Christian D. Schwab,0.4281896732175181,male,Craig Hallum,"('AMAT', '2018 q3')",0.03935721889138222
20933,AMD,2018 q3,4530,0.4917512060293607,Christian D. Schwab,0.179704800624723,male,Craig Hallum,"('AMD', '2018 q3')",0.0
20934,AMD,2018 q3,4530,0.4917512060293607,Mr. Rick E. Schafer,0.0974091490413381,male,"Oppenheimer & Co., Inc.","('AMD', '2018 q3')",0.0
20935,AMD,2018 q3,4530,0.4917512060293607,"Shebly Seyrafi, CFA",0.1074635272087671,male,FBN Securities,"('AMD', '2018 q3')",0.0
20936,LRCX,2018 q3,4530,0.4258318480472726,"Shebly Seyrafi, CFA",0.2978834234412315,male,FBN Securities,"('LRCX', '2018 q3')",0.0
20937,MU,2018 q3,4530,0.5878606006187725,"Shebly Seyrafi, CFA",0.4538624182491726,male,FBN Securities,"('MU', '2018 q3')",0.011838004924356937
20938,AMD,2018 q3,4530,0.4917512060293607,Christopher Rolland,0.6756471761175611,male,Susquehanna Financial Group LLLP,"('AMD', '2018 q3')",0.0
20939,AVGO,2018 q3,4530,0.6844801899747859,Christopher Rolland,0.8110081867633172,male,Susquehanna Financial Group LLLP,"('AVGO', '2018 q3')",0.012026779353618622
20940,INTC,2018 q3,4530,0.580637433149063,Christopher Rolland,0.6844053241632494,male,Susquehanna Financial Group LLLP,"('INTC', '2018 q3')",0.0
20941,MCHP,2018 q3,4530,0.6913233126074297,Christopher Rolland,0.8653304659228193,male,Susquehanna Financial Group LLLP,"('MCHP', '2018 q3')",0.0
20942,MXIM,2018 q3,4530,0.4555322950217988,Christopher Rolland,0.6532577566437909,male,Susquehanna Financial Group LLLP,"('MXIM', '2018 q3')",0.0
20943,NVDA,2018 q3,4530,0.5461287568742504,Christopher Rolland,0.6963083809652911,male,Susquehanna Financial Group LLLP,"('NVDA', '2018 q3')",0.0
20944,QCOM,2018 q3,4530,0.7088066725472228,Christopher Rolland,0.7789361888084035,male,Susquehanna Financial Group LLLP,"('QCOM', '2018 q3')",0.0
20945,XLNX,2018 q3,4530,0.6325614373488948,Christopher Rolland,0.7606015049844005,male,Susquehanna Financial Group LLLP,"('XLNX', '2018 q3')",0.0
20946,AMD,2018 q3,4530,0.4917512060293607,Gus Richard,0.0896421355793915,male,Northland Securities,"('AMD', '2018 q3')",0.00733175128698349
20947,INTC,2018 q3,4530,0.580637433149063,Gus Richard,0.2036024609217503,male,Northland Securities,"('INTC', '2018 q3')",0.038291580975055695
20948,AMD,2018 q3,4530,0.4917512060293607,Mr. Ruben Roy,0.2144328311006302,male,MKM Partners,"('AMD', '2018 q3')",0.08164673298597336
20949,AVGO,2018 q3,4530,0.6844801899747859,Mr. Ruben Roy,0.589454170013246,male,MKM Partners,"('AVGO', '2018 q3')",0.0
20950,INTC,2018 q3,4530,0.580637433149063,Mr. Ruben Roy,0.2521719553196589,male,MKM Partners,"('INTC', '2018 q3')",0.0
20951,MXIM,2018 q3,4530,0.4555322950217988,Mr. Ruben Roy,0.1818217834995718,male,MKM Partners,"('MXIM', '2018 q3')",0.029319986701011658
20952,NVDA,2018 q3,4530,0.5461287568742504,Mr. Ruben Roy,0.3307158817143854,male,MKM Partners,"('NVDA', '2018 q3')",0.01433536410331726
20953,QRVO,2018 q3,4530,0.3140007281255949,Mr. Ruben Roy,0.1551181116469853,male,MKM Partners,"('QRVO', '2018 q3')",0.0
20954,SWKS,2018 q3,4530,0.4665846303969633,Mr. Ruben Roy,0.3175917789561137,male,MKM Partners,"('SWKS', '2018 q3')",0.0
20955,XLNX,2018 q3,4530,0.6325614373488948,Mr. Ruben Roy,0.2979787884805884,male,MKM Partners,"('XLNX', '2018 q3')",0.04131045565009117
20956,AMD,2018 q3,4530,0.4917512060293607,"Mr. Mike A. Burton, CFA",0.0843780856297744,male,The Benchmark Company LLC,"('AMD', '2018 q3')",0.0
20957,INTC,2018 q3,4530,0.580637433149063,"Mr. Mike A. Burton, CFA",0.2438689745725505,male,The Benchmark Company LLC,"('INTC', '2018 q3')",0.0
20958,NVDA,2018 q3,4530,0.5461287568742504,"Mr. Mike A. Burton, CFA",0.1583377748260555,male,The Benchmark Company LLC,"('NVDA', '2018 q3')",0.0
20959,QRVO,2018 q3,4530,0.3140007281255949,"Mr. Mike A. Burton, CFA",0.104059906673761,male,The Benchmark Company LLC,"('QRVO', '2018 q3')",0.0
20960,SWKS,2018 q3,4530,0.4665846303969633,"Mr. Mike A. Burton, CFA",0.2456156712392907,male,The Benchmark Company LLC,"('SWKS', '2018 q3')",0.0
20961,AMD,2018 q3,4530,0.4917512060293607,Mr. Matthew D. Ramsay,0.0703096611032563,male,Cowen and Company,"('AMD', '2018 q3')",0.0
20962,AVGO,2018 q3,4530,0.6844801899747859,Mr. Matthew D. Ramsay,0.1797036628416261,male,Cowen and Company,"('AVGO', '2018 q3')",0.0
20963,INTC,2018 q3,4530,0.580637433149063,Mr. Matthew D. Ramsay,0.3357840589524057,male,Cowen and Company,"('INTC', '2018 q3')",0.0
20964,NVDA,2018 q3,4530,0.5461287568742504,Mr. Matthew D. Ramsay,0.1395885339286411,male,Cowen and Company,"('NVDA', '2018 q3')",0.0
20965,QCOM,2018 q3,4530,0.7088066725472228,Mr. Matthew D. Ramsay,0.2265548597251508,male,Cowen and Company,"('QCOM', '2018 q3')",0.0
20966,XLNX,2018 q3,4530,0.6325614373488948,Mr. Matthew D. Ramsay,0.4326293924749053,male,Cowen and Company,"('XLNX', '2018 q3')",0.0
20967,AMD,2018 q3,4530,0.4917512060293607,Mr. Chaim Siegel,0.6475454807751672,male,Elazar Advisors,"('AMD', '2018 q3')",0.04567057639360428
20968,QCOM,2018 q3,4530,0.7088066725472228,Mr. Chaim Siegel,0.6109269015105572,male,Elazar Advisors,"('QCOM', '2018 q3')",0.06887678056955338
20969,AVGO,2018 q3,4530,0.6844801899747859,Ms. Shubhadha Mathad,0.7800891871721986,female,Crispidea,"('AVGO', '2018 q3')",0.0
20970,AVGO,2018 q3,4530,0.6844801899747859,S&P pool,0.6294776287787005,Not a person,CFRA Equity Research,"('AVGO', '2018 q3')",0.0
20971,AVGO,2018 q3,4530,0.6844801899747859,Mr. Anthony J. Stoss,0.2832704710709365,male,Craig Hallum,"('AVGO', '2018 q3')",0.04010768607258797
20972,QRVO,2018 q3,4530,0.3140007281255949,Mr. Anthony J. Stoss,0.1089873179662331,male,Craig Hallum,"('QRVO', '2018 q3')",0.0
20973,SWKS,2018 q3,4530,0.4665846303969633,Mr. Anthony J. Stoss,0.133105912877417,male,Craig Hallum,"('SWKS', '2018 q3')",0.017554527148604393
20974,AVGO,2018 q3,4530,0.6844801899747859,Mr. John DiFucci,0.2764363241773932,male,Jefferies,"('AVGO', '2018 q3')",0.0
20975,LRCX,2018 q3,4530,0.4258318480472726,Tammy Qiu,0.2464828209714875,female,Berenberg,"('LRCX', '2018 q3')",0.0
20976,MU,2018 q3,4530,0.5878606006187725,"Mr. Simon Woo, CFA",0.5194557858451843,male,BofA Global Research,"('MU', '2018 q3')",0.01950698345899582
20977,QCOM,2018 q3,4530,0.7088066725472228,Mr. Tal Liani,0.3931390018087753,male,BofA Global Research,"('QCOM', '2018 q3')",0.0
20978,QCOM,2018 q3,4530,0.7088066725472228,"T. Michael T. Walkley, CPA",0.2281669647277919,male,Canaccord Genuity,"('QCOM', '2018 q3')",0.0073449912791450815
20979,QRVO,2018 q3,4530,0.3140007281255949,"T. Michael T. Walkley, CPA",0.1802640788401366,male,Canaccord Genuity,"('QRVO', '2018 q3')",0.03334793075919151
20980,SWKS,2018 q3,4530,0.4665846303969633,"T. Michael T. Walkley, CPA",0.1349588515394658,male,Canaccord Genuity,"('SWKS', '2018 q3')",0.0
20981,QCOM,2018 q3,4530,0.7088066725472228,Mr. James E. Faucette,0.401625562232685,male,Morgan Stanley,"('QCOM', '2018 q3')",0.016109317541122437
20982,QCOM,2018 q3,4530,0.7088066725472228,Mr. Christopher A. Jacobson,0.8681057956527709,male,Susquehanna Financial Group LLLP,"('QCOM', '2018 q3')",0.03125658258795738
20983,XLNX,2018 q3,4530,0.6325614373488948,"Mr. William S. Stein, CFA",0.286606281291519,male,SunTrust Robinson Humphrey Capital Markets,"('XLNX', '2018 q3')",0.0
20984,XLNX,2018 q3,4530,0.6325614373488948,Joseph L. Moore,0.1848996218506955,male,Morgan Stanley,"('XLNX', '2018 q3')",0.0
20985,ADI,2018 q4,4530,0.5809984054262256,Mr. Blayne Curtis,0.4082803786790768,male,Barclays,"('ADI', '2018 q4')",0.015819961205124855
20986,AMD,2018 q4,4530,0.5432007229444679,Mr. Blayne Curtis,0.4557652284505604,male,Barclays,"('AMD', '2018 q4')",0.0
20987,INTC,2018 q4,4530,0.5076047520384269,Mr. Blayne Curtis,0.3427832326146351,male,Barclays,"('INTC', '2018 q4')",0.0
20988,QRVO,2018 q4,4530,0.5391700472562723,Mr. Blayne Curtis,0.5533399462797027,male,Barclays,"('QRVO', '2018 q4')",0.013967003673315048
20989,SWKS,2018 q4,4530,0.4625555570531596,Mr. Blayne Curtis,0.2508416602177967,male,Barclays,"('SWKS', '2018 q4')",0.0
20990,XLNX,2018 q4,4530,0.5731613974455313,Mr. Blayne Curtis,0.3083998426680845,male,Barclays,"('XLNX', '2018 q4')",0.0
20991,ADI,2018 q4,4530,0.5809984054262256,Mr. Krishna BS,0.7141876433357346,male,Crispidea,"('ADI', '2018 q4')",0.0
20992,AMD,2018 q4,4530,0.5432007229444679,Mr. Krishna BS,0.3007140372435352,male,Crispidea,"('AMD', '2018 q4')",0.0
20993,INTC,2018 q4,4530,0.5076047520384269,Mr. Krishna BS,0.4036868793687594,male,Crispidea,"('INTC', '2018 q4')",0.0
20994,NVDA,2018 q4,4530,0.4682951354807286,Mr. Krishna BS,0.3883691042197676,male,Crispidea,"('NVDA', '2018 q4')",0.0
20995,QCOM,2018 q4,4530,0.705070742350258,Mr. Krishna BS,0.6538509210164916,male,Crispidea,"('QCOM', '2018 q4')",0.0
20996,SWKS,2018 q4,4530,0.4625555570531596,Mr. Krishna BS,0.6818760732608588,male,Crispidea,"('SWKS', '2018 q4')",0.0
20997,TXN,2018 q4,4530,0.5585437531251272,Mr. Krishna BS,0.7780330671720329,male,Crispidea,"('TXN', '2018 q4')",0.0
20998,ADI,2018 q4,4530,0.5809984054262256,Mr. John W. Pitzer,0.3259781934438887,male,Credit Suisse,"('ADI', '2018 q4')",0.0
20999,AMAT,2018 q4,4530,0.6785998601808512,Mr. John W. Pitzer,0.3784504301413939,male,Credit Suisse,"('AMAT', '2018 q4')",0.0
21000,AMD,2018 q4,4530,0.5432007229444679,Mr. John W. Pitzer,0.1871917864628584,male,Credit Suisse,"('AMD', '2018 q4')",0.0
21001,AVGO,2018 q4,4530,0.5025555247272429,Mr. John W. Pitzer,0.1319570640016278,male,Credit Suisse,"('AVGO', '2018 q4')",0.0
21002,INTC,2018 q4,4530,0.5076047520384269,Mr. John W. Pitzer,0.2427698046256889,male,Credit Suisse,"('INTC', '2018 q4')",0.0
21003,LRCX,2018 q4,4530,0.5595062662541155,Mr. John W. Pitzer,0.2099660248146455,male,Credit Suisse,"('LRCX', '2018 q4')",0.0
21004,MCHP,2018 q4,4530,0.6559346109763825,Mr. John W. Pitzer,0.4443229864332915,male,Credit Suisse,"('MCHP', '2018 q4')",0.0
21005,MXIM,2018 q4,4530,0.5229077220760616,Mr. John W. Pitzer,0.2081598582208937,male,Credit Suisse,"('MXIM', '2018 q4')",0.0
21006,ADI,2018 q4,4530,0.5809984054262256,"Ms. Angelo Zino, CFA",0.6409413140248716,female,CFRA Equity Research,"('ADI', '2018 q4')",0.0
21007,AMAT,2018 q4,4530,0.6785998601808512,"Ms. Angelo Zino, CFA",0.6014593431453644,female,CFRA Equity Research,"('AMAT', '2018 q4')",0.0
21008,AMD,2018 q4,4530,0.5432007229444679,"Ms. Angelo Zino, CFA",0.3623347975879074,female,CFRA Equity Research,"('AMD', '2018 q4')",0.0
21009,AVGO,2018 q4,4530,0.5025555247272429,"Ms. Angelo Zino, CFA",0.6997252600306489,female,CFRA Equity Research,"('AVGO', '2018 q4')",0.0
21010,INTC,2018 q4,4530,0.5076047520384269,"Ms. Angelo Zino, CFA",0.4009480764744029,female,CFRA Equity Research,"('INTC', '2018 q4')",0.0
21011,KLAC,2018 q4,4530,0.5936941670836744,"Ms. Angelo Zino, CFA",0.6270250898664448,female,CFRA Equity Research,"('KLAC', '2018 q4')",0.0
21012,LRCX,2018 q4,4530,0.5595062662541155,"Ms. Angelo Zino, CFA",0.5981604553281671,female,CFRA Equity Research,"('LRCX', '2018 q4')",0.0
21013,MCHP,2018 q4,4530,0.6559346109763825,"Ms. Angelo Zino, CFA",0.7278163508378613,female,CFRA Equity Research,"('MCHP', '2018 q4')",0.0
21014,MU,2018 q4,4530,0.7843318294560536,"Ms. Angelo Zino, CFA",0.7843120203019817,female,CFRA Equity Research,"('MU', '2018 q4')",0.0
21015,MXIM,2018 q4,4530,0.5229077220760616,"Ms. Angelo Zino, CFA",0.6621490963927982,female,CFRA Equity Research,"('MXIM', '2018 q4')",0.0
21016,NVDA,2018 q4,4530,0.4682951354807286,"Ms. Angelo Zino, CFA",0.3542261501042583,female,CFRA Equity Research,"('NVDA', '2018 q4')",0.0
21017,QCOM,2018 q4,4530,0.705070742350258,"Ms. Angelo Zino, CFA",0.7027531083917083,female,CFRA Equity Research,"('QCOM', '2018 q4')",0.0
21018,QRVO,2018 q4,4530,0.5391700472562723,"Ms. Angelo Zino, CFA",0.6191234507029454,female,CFRA Equity Research,"('QRVO', '2018 q4')",0.0
21019,SWKS,2018 q4,4530,0.4625555570531596,"Ms. Angelo Zino, CFA",0.5208247555430926,female,CFRA Equity Research,"('SWKS', '2018 q4')",0.0
21020,XLNX,2018 q4,4530,0.5731613974455313,"Ms. Angelo Zino, CFA",0.6117175229247125,female,CFRA Equity Research,"('XLNX', '2018 q4')",0.0
21021,ADI,2018 q4,4530,0.5809984054262256,Mr. Ross Seymore,0.5270512243571515,male,Deutsche Bank,"('ADI', '2018 q4')",0.0
21022,AMD,2018 q4,4530,0.5432007229444679,Mr. Ross Seymore,0.5663611036662927,male,Deutsche Bank,"('AMD', '2018 q4')",0.0
21023,AVGO,2018 q4,4530,0.5025555247272429,Mr. Ross Seymore,0.2383319455474994,male,Deutsche Bank,"('AVGO', '2018 q4')",0.0
21024,INTC,2018 q4,4530,0.5076047520384269,Mr. Ross Seymore,0.2269354719345334,male,Deutsche Bank,"('INTC', '2018 q4')",0.0
21025,MXIM,2018 q4,4530,0.5229077220760616,Mr. Ross Seymore,0.2742595835721613,male,Deutsche Bank,"('MXIM', '2018 q4')",0.0
21026,NVDA,2018 q4,4530,0.4682951354807286,Mr. Ross Seymore,0.7608637587923598,male,Deutsche Bank,"('NVDA', '2018 q4')",0.0
21027,QCOM,2018 q4,4530,0.705070742350258,Mr. Ross Seymore,0.9059713386359112,male,Deutsche Bank,"('QCOM', '2018 q4')",0.0
21028,XLNX,2018 q4,4530,0.5731613974455313,Mr. Ross Seymore,0.7473062176969684,male,Deutsche Bank,"('XLNX', '2018 q4')",0.0
21029,ADI,2018 q4,4530,0.5809984054262256,Ms. Vedvati Shrotre,0.2599501293450774,female,Jefferies,"('ADI', '2018 q4')",0.0
21030,AMD,2018 q4,4530,0.5432007229444679,Ms. Vedvati Shrotre,0.1391855305494326,female,Jefferies,"('AMD', '2018 q4')",0.0
21031,AVGO,2018 q4,4530,0.5025555247272429,Ms. Vedvati Shrotre,0.1062410534623477,female,Jefferies,"('AVGO', '2018 q4')",0.0
21032,MXIM,2018 q4,4530,0.5229077220760616,Ms. Vedvati Shrotre,0.2682143681919554,female,Jefferies,"('MXIM', '2018 q4')",0.01586032472550869
21033,TXN,2018 q4,4530,0.5585437531251272,Ms. Vedvati Shrotre,0.4340427170836961,female,Jefferies,"('TXN', '2018 q4')",0.0
21034,XLNX,2018 q4,4530,0.5731613974455313,Ms. Vedvati Shrotre,0.1906447955173862,female,Jefferies,"('XLNX', '2018 q4')",0.0
21035,ADI,2018 q4,4530,0.5809984054262256,Brian Colello,0.6389204595336742,male,"Morningstar, Inc.","('ADI', '2018 q4')",0.0
21036,MCHP,2018 q4,4530,0.6559346109763825,Brian Colello,0.6777333255827142,male,"Morningstar, Inc.","('MCHP', '2018 q4')",0.0
21037,MXIM,2018 q4,4530,0.5229077220760616,Brian Colello,0.6811714546154416,male,"Morningstar, Inc.","('MXIM', '2018 q4')",0.01837184652686119
21038,QRVO,2018 q4,4530,0.5391700472562723,Brian Colello,0.6234623378041285,male,"Morningstar, Inc.","('QRVO', '2018 q4')",0.0023062769323587418
21039,SWKS,2018 q4,4530,0.4625555570531596,Brian Colello,0.5753128449616624,male,"Morningstar, Inc.","('SWKS', '2018 q4')",0.0
21040,ADI,2018 q4,4530,0.5809984054262256,"Mr. Amit J. Daryanani, CFA",0.1774544067406984,male,RBC Capital Markets,"('ADI', '2018 q4')",0.0
21041,INTC,2018 q4,4530,0.5076047520384269,"Mr. Amit J. Daryanani, CFA",0.1663870783955143,male,RBC Capital Markets,"('INTC', '2018 q4')",0.0
21042,QCOM,2018 q4,4530,0.705070742350258,"Mr. Amit J. Daryanani, CFA",0.3428313244597186,male,RBC Capital Markets,"('QCOM', '2018 q4')",0.0
21043,TXN,2018 q4,4530,0.5585437531251272,"Mr. Amit J. Daryanani, CFA",0.3570193086916629,male,RBC Capital Markets,"('TXN', '2018 q4')",0.0
21044,ADI,2018 q4,4530,0.5809984054262256,Kinngai Chan,0.2210056168116422,male,Summit Insights Group,"('ADI', '2018 q4')",0.0
21045,SWKS,2018 q4,4530,0.4625555570531596,Kinngai Chan,0.1183227529121474,male,Summit Insights Group,"('SWKS', '2018 q4')",0.0355583094060421
21046,ADI,2018 q4,4530,0.5809984054262256,Craig M. Hettenbach,0.5726881702824599,male,Morgan Stanley,"('ADI', '2018 q4')",0.0
21047,AVGO,2018 q4,4530,0.5025555247272429,Craig M. Hettenbach,0.3186354933387976,male,Morgan Stanley,"('AVGO', '2018 q4')",0.0
21048,QRVO,2018 q4,4530,0.5391700472562723,Craig M. Hettenbach,0.2507571547221671,male,Morgan Stanley,"('QRVO', '2018 q4')",0.0
21049,SWKS,2018 q4,4530,0.4625555570531596,Craig M. Hettenbach,0.3680065553513703,male,Morgan Stanley,"('SWKS', '2018 q4')",0.009094459936022758
21050,ADI,2018 q4,4530,0.5809984054262256,Harsh V. Kumar,0.2337557708415835,male,Piper Sandler Companies,"('ADI', '2018 q4')",0.0
21051,AVGO,2018 q4,4530,0.5025555247272429,Harsh V. Kumar,0.2640808109560344,male,Piper Sandler Companies,"('AVGO', '2018 q4')",0.0
21052,MCHP,2018 q4,4530,0.6559346109763825,Harsh V. Kumar,0.4438482050629055,male,Piper Sandler Companies,"('MCHP', '2018 q4')",0.0
21053,QRVO,2018 q4,4530,0.5391700472562723,Harsh V. Kumar,0.3494489742287529,male,Piper Sandler Companies,"('QRVO', '2018 q4')",0.0
21054,SWKS,2018 q4,4530,0.4625555570531596,Harsh V. Kumar,0.2038112482276992,male,Piper Sandler Companies,"('SWKS', '2018 q4')",0.0
21055,AMAT,2018 q4,4530,0.6785998601808512,Mr. Abhinav Davuluri,0.5379127828838965,male,"Morningstar, Inc.","('AMAT', '2018 q4')",0.0
21056,AMD,2018 q4,4530,0.5432007229444679,Mr. Abhinav Davuluri,0.6743550933969895,male,"Morningstar, Inc.","('AMD', '2018 q4')",0.0
21057,AVGO,2018 q4,4530,0.5025555247272429,Mr. Abhinav Davuluri,0.5826038757198421,male,"Morningstar, Inc.","('AVGO', '2018 q4')",0.0
21058,INTC,2018 q4,4530,0.5076047520384269,Mr. Abhinav Davuluri,0.3470189726523316,male,"Morningstar, Inc.","('INTC', '2018 q4')",0.0
21059,KLAC,2018 q4,4530,0.5936941670836744,Mr. Abhinav Davuluri,0.5878422844925402,male,"Morningstar, Inc.","('KLAC', '2018 q4')",0.0036013958354791007
21060,LRCX,2018 q4,4530,0.5595062662541155,Mr. Abhinav Davuluri,0.5491776315926292,male,"Morningstar, Inc.","('LRCX', '2018 q4')",0.0
21061,NVDA,2018 q4,4530,0.4682951354807286,Mr. Abhinav Davuluri,0.3359650718803553,male,"Morningstar, Inc.","('NVDA', '2018 q4')",0.0
21062,QCOM,2018 q4,4530,0.705070742350258,Mr. Abhinav Davuluri,0.6896942321446429,male,"Morningstar, Inc.","('QCOM', '2018 q4')",0.008333333767950535
21063,XLNX,2018 q4,4530,0.5731613974455313,Mr. Abhinav Davuluri,0.6285687309037039,male,"Morningstar, Inc.","('XLNX', '2018 q4')",0.0
21064,AMAT,2018 q4,4530,0.6785998601808512,Mehdi Hosseini,0.6815266529902858,male,Susquehanna Financial Group LLLP,"('AMAT', '2018 q4')",0.005443681652347247
21065,KLAC,2018 q4,4530,0.5936941670836744,Mehdi Hosseini,0.6139077099876541,male,Susquehanna Financial Group LLLP,"('KLAC', '2018 q4')",0.0
21066,MU,2018 q4,4530,0.7843318294560536,Mehdi Hosseini,0.8098746368829365,male,Susquehanna Financial Group LLLP,"('MU', '2018 q4')",0.0
21067,AMAT,2018 q4,4530,0.6785998601808512,Mr. Krish Sankar,0.4277455072614616,male,Cowen and Company,"('AMAT', '2018 q4')",0.0
21068,KLAC,2018 q4,4530,0.5936941670836744,Mr. Krish Sankar,0.2726192373883278,male,Cowen and Company,"('KLAC', '2018 q4')",0.0
21069,LRCX,2018 q4,4530,0.5595062662541155,Mr. Krish Sankar,0.1906405005639981,male,Cowen and Company,"('LRCX', '2018 q4')",0.0
21070,AMAT,2018 q4,4530,0.6785998601808512,Mr. C.J. Muse,0.3044149227449158,male,EVERCORE ISI,"('AMAT', '2018 q4')",0.014096085913479328
21071,KLAC,2018 q4,4530,0.5936941670836744,Mr. C.J. Muse,0.3585967777122384,male,EVERCORE ISI,"('KLAC', '2018 q4')",0.0
21072,MXIM,2018 q4,4530,0.5229077220760616,Mr. C.J. Muse,0.1980865806107192,male,EVERCORE ISI,"('MXIM', '2018 q4')",0.0
21073,NVDA,2018 q4,4530,0.4682951354807286,Mr. C.J. Muse,0.1346596480315147,male,EVERCORE ISI,"('NVDA', '2018 q4')",0.022058449685573578
21074,XLNX,2018 q4,4530,0.5731613974455313,Mr. C.J. Muse,0.2131794233917763,male,EVERCORE ISI,"('XLNX', '2018 q4')",0.0
21075,AMAT,2018 q4,4530,0.6785998601808512,Jerome Ramel,0.7258354278089058,male,Exane BNP Paribas,"('AMAT', '2018 q4')",0.0
21076,AMD,2018 q4,4530,0.5432007229444679,Jerome Ramel,0.3143857736495757,male,Exane BNP Paribas,"('AMD', '2018 q4')",0.0
21077,INTC,2018 q4,4530,0.5076047520384269,Jerome Ramel,0.7164883920973407,male,Exane BNP Paribas,"('INTC', '2018 q4')",0.0
21078,AMAT,2018 q4,4530,0.6785998601808512,"Mr. Sidney Ho, CFA",0.8538799927655577,male,Deutsche Bank,"('AMAT', '2018 q4')",0.0
21079,KLAC,2018 q4,4530,0.5936941670836744,"Mr. Sidney Ho, CFA",0.3716969596402847,male,Deutsche Bank,"('KLAC', '2018 q4')",0.0
21080,LRCX,2018 q4,4530,0.5595062662541155,"Mr. Sidney Ho, CFA",0.8285205457836211,male,Deutsche Bank,"('LRCX', '2018 q4')",0.012081261724233627
21081,AMAT,2018 q4,4530,0.6785998601808512,Christian D. Schwab,0.4089599581976976,male,Craig Hallum,"('AMAT', '2018 q4')",0.0
21082,AMD,2018 q4,4530,0.5432007229444679,Christian D. Schwab,0.1348591722555918,male,Craig Hallum,"('AMD', '2018 q4')",0.0
21083,AMD,2018 q4,4530,0.5432007229444679,Mr. Mitch T. Steves,0.7188286362367338,male,RBC Capital Markets,"('AMD', '2018 q4')",0.01666666753590107
21084,LRCX,2018 q4,4530,0.5595062662541155,Mr. Mitch T. Steves,0.1861847147814274,male,RBC Capital Markets,"('LRCX', '2018 q4')",0.0
21085,NVDA,2018 q4,4530,0.4682951354807286,Mr. Mitch T. Steves,0.0831029384605028,male,RBC Capital Markets,"('NVDA', '2018 q4')",0.0
21086,AMD,2018 q4,4530,0.5432007229444679,Christopher Rolland,0.7452285860240117,male,Susquehanna Financial Group LLLP,"('AMD', '2018 q4')",0.0
21087,INTC,2018 q4,4530,0.5076047520384269,Christopher Rolland,0.8204518519506281,male,Susquehanna Financial Group LLLP,"('INTC', '2018 q4')",0.0
21088,MXIM,2018 q4,4530,0.5229077220760616,Christopher Rolland,0.6647136329712248,male,Susquehanna Financial Group LLLP,"('MXIM', '2018 q4')",0.0
21089,NVDA,2018 q4,4530,0.4682951354807286,Christopher Rolland,0.4067513570141987,male,Susquehanna Financial Group LLLP,"('NVDA', '2018 q4')",0.0
21090,QCOM,2018 q4,4530,0.705070742350258,Christopher Rolland,0.7767583187416041,male,Susquehanna Financial Group LLLP,"('QCOM', '2018 q4')",0.0
21091,QRVO,2018 q4,4530,0.5391700472562723,Christopher Rolland,0.3417311988189281,male,Susquehanna Financial Group LLLP,"('QRVO', '2018 q4')",0.0
21092,XLNX,2018 q4,4530,0.5731613974455313,Christopher Rolland,0.6924127816380861,male,Susquehanna Financial Group LLLP,"('XLNX', '2018 q4')",0.0
21093,AMD,2018 q4,4530,0.5432007229444679,"Shebly Seyrafi, CFA",0.1664757792172911,male,FBN Securities,"('AMD', '2018 q4')",0.0
21094,NVDA,2018 q4,4530,0.4682951354807286,"Shebly Seyrafi, CFA",0.1144769597002334,male,FBN Securities,"('NVDA', '2018 q4')",0.0
21095,AMD,2018 q4,4530,0.5432007229444679,Mr. Christopher A. Jacobson,0.8547707292862541,male,Susquehanna Financial Group LLLP,"('AMD', '2018 q4')",0.038226187229156494
21096,NVDA,2018 q4,4530,0.4682951354807286,Mr. Christopher A. Jacobson,0.8590523295343725,male,Susquehanna Financial Group LLLP,"('NVDA', '2018 q4')",0.0580514594912529
21097,AMD,2018 q4,4530,0.5432007229444679,Mr. Vivek Arya,0.2855936387710145,male,BofA Global Research,"('AMD', '2018 q4')",0.0
21098,AVGO,2018 q4,4530,0.5025555247272429,Mr. Vivek Arya,0.4038058746575602,male,BofA Global Research,"('AVGO', '2018 q4')",0.0
21099,INTC,2018 q4,4530,0.5076047520384269,Mr. Vivek Arya,0.2938013681387448,male,BofA Global Research,"('INTC', '2018 q4')",0.0
21100,KLAC,2018 q4,4530,0.5936941670836744,Mr. Vivek Arya,0.5667912532079313,male,BofA Global Research,"('KLAC', '2018 q4')",0.0
21101,LRCX,2018 q4,4530,0.5595062662541155,Mr. Vivek Arya,0.4379784208136545,male,BofA Global Research,"('LRCX', '2018 q4')",0.0
21102,MCHP,2018 q4,4530,0.6559346109763825,Mr. Vivek Arya,0.6231318787039777,male,BofA Global Research,"('MCHP', '2018 q4')",0.0
21103,NVDA,2018 q4,4530,0.4682951354807286,Mr. Vivek Arya,0.371291877822953,male,BofA Global Research,"('NVDA', '2018 q4')",0.0
21104,SWKS,2018 q4,4530,0.4625555570531596,Mr. Vivek Arya,0.4855165630923215,male,BofA Global Research,"('SWKS', '2018 q4')",0.01109337154775858
21105,XLNX,2018 q4,4530,0.5731613974455313,Mr. Vivek Arya,0.4741918369674738,male,BofA Global Research,"('XLNX', '2018 q4')",0.0
21106,AMD,2018 q4,4530,0.5432007229444679,Gus Richard,0.1296487124799762,male,Northland Securities,"('AMD', '2018 q4')",0.013470869278535247
21107,INTC,2018 q4,4530,0.5076047520384269,Gus Richard,0.1503600218835434,male,Northland Securities,"('INTC', '2018 q4')",0.0
21108,AMD,2018 q4,4530,0.5432007229444679,Mr. Rick E. Schafer,0.1015294043979181,male,"Oppenheimer & Co., Inc.","('AMD', '2018 q4')",0.0
21109,AMD,2018 q4,4530,0.5432007229444679,Mr. Matthew D. Ramsay,0.093460463116051,male,Cowen and Company,"('AMD', '2018 q4')",0.0
21110,AVGO,2018 q4,4530,0.5025555247272429,Mr. Matthew D. Ramsay,0.118921805154593,male,Cowen and Company,"('AVGO', '2018 q4')",0.0
21111,INTC,2018 q4,4530,0.5076047520384269,Mr. Matthew D. Ramsay,0.0744440279653543,male,Cowen and Company,"('INTC', '2018 q4')",0.0
21112,NVDA,2018 q4,4530,0.4682951354807286,Mr. Matthew D. Ramsay,0.0759357515116747,male,Cowen and Company,"('NVDA', '2018 q4')",0.0
21113,AVGO,2018 q4,4530,0.5025555247272429,Mr. Ruben Roy,0.1745808062531955,male,MKM Partners,"('AVGO', '2018 q4')",0.0
21114,INTC,2018 q4,4530,0.5076047520384269,Mr. Ruben Roy,0.4083670088750874,male,MKM Partners,"('INTC', '2018 q4')",0.017184143885970116
21115,MXIM,2018 q4,4530,0.5229077220760616,Mr. Ruben Roy,0.2532521067662596,male,MKM Partners,"('MXIM', '2018 q4')",0.011118906550109386
21116,NVDA,2018 q4,4530,0.4682951354807286,Mr. Ruben Roy,0.2355083497291903,male,MKM Partners,"('NVDA', '2018 q4')",0.027590524405241013
21117,QRVO,2018 q4,4530,0.5391700472562723,Mr. Ruben Roy,0.2208098552346778,male,MKM Partners,"('QRVO', '2018 q4')",0.0
21118,SWKS,2018 q4,4530,0.4625555570531596,Mr. Ruben Roy,0.2156649008493152,male,MKM Partners,"('SWKS', '2018 q4')",0.0
21119,XLNX,2018 q4,4530,0.5731613974455313,Mr. Ruben Roy,0.2713690653150009,male,MKM Partners,"('XLNX', '2018 q4')",0.04491927847266197
21120,AVGO,2018 q4,4530,0.5025555247272429,William Kidd,0.4861204507433883,male,IHS Technology,"('AVGO', '2018 q4')",0.018666904419660568
21121,AVGO,2018 q4,4530,0.5025555247272429,Mr. Anthony J. Stoss,0.1345906346538034,male,Craig Hallum,"('AVGO', '2018 q4')",0.0
21122,QRVO,2018 q4,4530,0.5391700472562723,Mr. Anthony J. Stoss,0.2361363921029795,male,Craig Hallum,"('QRVO', '2018 q4')",0.0
21123,SWKS,2018 q4,4530,0.4625555570531596,Mr. Anthony J. Stoss,0.1180844878477014,male,Craig Hallum,"('SWKS', '2018 q4')",0.0
21124,AVGO,2018 q4,4530,0.5025555247272429,Acquisdata Research Team,0.6193751923673205,Not a person,Acquisdata,"('AVGO', '2018 q4')",0.03333333507180214
21125,INTC,2018 q4,4530,0.5076047520384269,Acquisdata Research Team,0.6127184420581213,Not a person,Acquisdata,"('INTC', '2018 q4')",0.0
21126,AVGO,2018 q4,4530,0.5025555247272429,Credit Suisse Global Product Marketing,0.5328729331400771,Not a person,Credit Suisse,"('AVGO', '2018 q4')",0.0
21127,LRCX,2018 q4,4530,0.5595062662541155,Credit Suisse Global Product Marketing,0.6379542852824288,Not a person,Credit Suisse,"('LRCX', '2018 q4')",0.0
21128,INTC,2018 q4,4530,0.5076047520384269,Mr. Akinori Kanemoto,0.0844724607888342,male,Credit Suisse,"('INTC', '2018 q4')",0.0
21129,INTC,2018 q4,4530,0.5076047520384269,"Mr. Suji Desilva, CFA",0.1063617450361785,male,"Roth Capital Partners, Inc.","('INTC', '2018 q4')",0.0
21130,INTC,2018 q4,4530,0.5076047520384269,Joseph L. Moore,0.3500020786173525,male,Morgan Stanley,"('INTC', '2018 q4')",0.0
21131,LRCX,2018 q4,4530,0.5595062662541155,Joseph L. Moore,0.1854145106955122,male,Morgan Stanley,"('LRCX', '2018 q4')",0.0
21132,MU,2018 q4,4530,0.7843318294560536,Joseph L. Moore,0.6790216731139802,male,Morgan Stanley,"('MU', '2018 q4')",0.0
21133,NVDA,2018 q4,4530,0.4682951354807286,Joseph L. Moore,0.1293355415039487,male,Morgan Stanley,"('NVDA', '2018 q4')",0.0
21134,XLNX,2018 q4,4530,0.5731613974455313,Joseph L. Moore,0.1966064956097664,male,Morgan Stanley,"('XLNX', '2018 q4')",0.0
21135,MU,2018 q4,4530,0.7843318294560536,Mr. Karl F. Ackerman,0.702315463249028,male,Cowen and Company,"('MU', '2018 q4')",0.0
21136,QRVO,2018 q4,4530,0.5391700472562723,Mr. Karl F. Ackerman,0.6581355192386465,male,Cowen and Company,"('QRVO', '2018 q4')",0.0
21137,SWKS,2018 q4,4530,0.4625555570531596,Mr. Karl F. Ackerman,0.1504708359869721,male,Cowen and Company,"('SWKS', '2018 q4')",0.0
21138,NVDA,2018 q4,4530,0.4682951354807286,Mr. David O'Connor,0.1446936689272832,male,Exane BNP Paribas,"('NVDA', '2018 q4')",0.011393029242753983
21139,QCOM,2018 q4,4530,0.705070742350258,"T. Michael T. Walkley, CPA",0.3187621785987128,male,Canaccord Genuity,"('QCOM', '2018 q4')",0.02495756186544895
21140,QRVO,2018 q4,4530,0.5391700472562723,"T. Michael T. Walkley, CPA",0.1331531680311276,male,Canaccord Genuity,"('QRVO', '2018 q4')",0.016734447330236435
21141,SWKS,2018 q4,4530,0.4625555570531596,"T. Michael T. Walkley, CPA",0.1404161446898514,male,Canaccord Genuity,"('SWKS', '2018 q4')",0.015304635278880596
21142,QCOM,2018 q4,4530,0.705070742350258,Mr. Tal Liani,0.3275875380396518,male,BofA Global Research,"('QCOM', '2018 q4')",0.019637054298073053
21143,QCOM,2018 q4,4530,0.705070742350258,Mr. James E. Faucette,0.4463207481411984,male,Morgan Stanley,"('QCOM', '2018 q4')",0.0
21144,XLNX,2018 q4,4530,0.5731613974455313,"Mr. William S. Stein, CFA",0.3070731240904569,male,SunTrust Robinson Humphrey Capital Markets,"('XLNX', '2018 q4')",0.0
21145,ADI,2019 q1,4530,0.7739405656746164,Mr. Vivek Arya,0.6108239976132492,male,BofA Global Research,"('ADI', '2019 q1')",0.0
21146,AMAT,2019 q1,4530,0.6137977801770023,Mr. Vivek Arya,0.4100387865677521,male,BofA Global Research,"('AMAT', '2019 q1')",0.0181517843157053
21147,AMD,2019 q1,4530,0.6139133640251038,Mr. Vivek Arya,0.3217231328874858,male,BofA Global Research,"('AMD', '2019 q1')",0.01666666753590107
21148,AVGO,2019 q1,4530,0.6158298217158114,Mr. Vivek Arya,0.5707115596167035,male,BofA Global Research,"('AVGO', '2019 q1')",0.0
21149,INTC,2019 q1,4530,0.6281520002366782,Mr. Vivek Arya,0.3733973163265072,male,BofA Global Research,"('INTC', '2019 q1')",0.0
21150,KLAC,2019 q1,4530,0.742960669988349,Mr. Vivek Arya,0.4200470734962165,male,BofA Global Research,"('KLAC', '2019 q1')",0.0
21151,LRCX,2019 q1,4530,0.7084602165524101,Mr. Vivek Arya,0.5058579354446846,male,BofA Global Research,"('LRCX', '2019 q1')",0.0
21152,MCHP,2019 q1,4530,0.8105819560564466,Mr. Vivek Arya,0.655263236958387,male,BofA Global Research,"('MCHP', '2019 q1')",0.03333333507180214
21153,MXIM,2019 q1,4530,0.7609370423255968,Mr. Vivek Arya,0.5487234790901168,male,BofA Global Research,"('MXIM', '2019 q1')",0.0
21154,NVDA,2019 q1,4530,0.5482864382521184,Mr. Vivek Arya,0.2371438653417064,male,BofA Global Research,"('NVDA', '2019 q1')",0.0
21155,SWKS,2019 q1,4530,0.7260058128822298,Mr. Vivek Arya,0.345134592188897,male,BofA Global Research,"('SWKS', '2019 q1')",0.0
21156,XLNX,2019 q1,4530,0.6030747614634018,Mr. Vivek Arya,0.3858084629579442,male,BofA Global Research,"('XLNX', '2019 q1')",0.0
21157,ADI,2019 q1,4530,0.7739405656746164,"Ms. Angelo Zino, CFA",0.6625203908275543,female,CFRA Equity Research,"('ADI', '2019 q1')",0.0
21158,AMAT,2019 q1,4530,0.6137977801770023,"Ms. Angelo Zino, CFA",0.5130622667591359,female,CFRA Equity Research,"('AMAT', '2019 q1')",0.0
21159,AMD,2019 q1,4530,0.6139133640251038,"Ms. Angelo Zino, CFA",0.4123930540019352,female,CFRA Equity Research,"('AMD', '2019 q1')",0.0
21160,AVGO,2019 q1,4530,0.6158298217158114,"Ms. Angelo Zino, CFA",0.733148501422654,female,CFRA Equity Research,"('AVGO', '2019 q1')",0.0
21161,INTC,2019 q1,4530,0.6281520002366782,"Ms. Angelo Zino, CFA",0.4353475231135931,female,CFRA Equity Research,"('INTC', '2019 q1')",0.0
21162,KLAC,2019 q1,4530,0.742960669988349,"Ms. Angelo Zino, CFA",0.6113862024881968,female,CFRA Equity Research,"('KLAC', '2019 q1')",0.0
21163,LRCX,2019 q1,4530,0.7084602165524101,"Ms. Angelo Zino, CFA",0.6124137637685859,female,CFRA Equity Research,"('LRCX', '2019 q1')",0.0
21164,MCHP,2019 q1,4530,0.8105819560564466,"Ms. Angelo Zino, CFA",0.7013518162131848,female,CFRA Equity Research,"('MCHP', '2019 q1')",0.0
21165,MU,2019 q1,4530,0.6332177100242928,"Ms. Angelo Zino, CFA",0.7288875282862005,female,CFRA Equity Research,"('MU', '2019 q1')",0.0
21166,MXIM,2019 q1,4530,0.7609370423255968,"Ms. Angelo Zino, CFA",0.6129560752833472,female,CFRA Equity Research,"('MXIM', '2019 q1')",0.0
21167,NVDA,2019 q1,4530,0.5482864382521184,"Ms. Angelo Zino, CFA",0.3194349338418591,female,CFRA Equity Research,"('NVDA', '2019 q1')",0.0
21168,QCOM,2019 q1,4530,0.7128785265515345,"Ms. Angelo Zino, CFA",0.636644112246475,female,CFRA Equity Research,"('QCOM', '2019 q1')",0.0
21169,QRVO,2019 q1,4530,0.5215332765441172,"Ms. Angelo Zino, CFA",0.6099299734781515,female,CFRA Equity Research,"('QRVO', '2019 q1')",0.0
21170,SWKS,2019 q1,4530,0.7260058128822298,"Ms. Angelo Zino, CFA",0.5325741422798278,female,CFRA Equity Research,"('SWKS', '2019 q1')",0.0
21171,XLNX,2019 q1,4530,0.6030747614634018,"Ms. Angelo Zino, CFA",0.5342417246726704,female,CFRA Equity Research,"('XLNX', '2019 q1')",0.0
21172,ADI,2019 q1,4530,0.7739405656746164,Mr. C.J. Muse,0.4476851677542985,male,EVERCORE ISI,"('ADI', '2019 q1')",0.0
21173,AMAT,2019 q1,4530,0.6137977801770023,Mr. C.J. Muse,0.2536820052289518,male,EVERCORE ISI,"('AMAT', '2019 q1')",0.0
21174,AVGO,2019 q1,4530,0.6158298217158114,Mr. C.J. Muse,0.2228473480172816,male,EVERCORE ISI,"('AVGO', '2019 q1')",0.0
21175,INTC,2019 q1,4530,0.6281520002366782,Mr. C.J. Muse,0.1937771101434823,male,EVERCORE ISI,"('INTC', '2019 q1')",0.0
21176,KLAC,2019 q1,4530,0.742960669988349,Mr. C.J. Muse,0.5799309420161118,male,EVERCORE ISI,"('KLAC', '2019 q1')",0.0
21177,NVDA,2019 q1,4530,0.5482864382521184,Mr. C.J. Muse,0.2515999208519122,male,EVERCORE ISI,"('NVDA', '2019 q1')",0.0
21178,XLNX,2019 q1,4530,0.6030747614634018,Mr. C.J. Muse,0.2938462007331983,male,EVERCORE ISI,"('XLNX', '2019 q1')",0.0
21179,ADI,2019 q1,4530,0.7739405656746164,Brian Colello,0.7086041347592442,male,"Morningstar, Inc.","('ADI', '2019 q1')",0.004086391689876716
21180,MCHP,2019 q1,4530,0.8105819560564466,Brian Colello,0.7088360937284377,male,"Morningstar, Inc.","('MCHP', '2019 q1')",0.0
21181,MXIM,2019 q1,4530,0.7609370423255968,Brian Colello,0.830353736744918,male,"Morningstar, Inc.","('MXIM', '2019 q1')",0.0
21182,QRVO,2019 q1,4530,0.5215332765441172,Brian Colello,0.6743954859350327,male,"Morningstar, Inc.","('QRVO', '2019 q1')",0.004921987187117338
21183,SWKS,2019 q1,4530,0.7260058128822298,Brian Colello,0.574358349899256,male,"Morningstar, Inc.","('SWKS', '2019 q1')",0.0
21184,ADI,2019 q1,4530,0.7739405656746164,Harsh V. Kumar,0.3343193686070332,male,Piper Sandler Companies,"('ADI', '2019 q1')",0.0
21185,AVGO,2019 q1,4530,0.6158298217158114,Harsh V. Kumar,0.2634554361878437,male,Piper Sandler Companies,"('AVGO', '2019 q1')",0.0
21186,NVDA,2019 q1,4530,0.5482864382521184,Harsh V. Kumar,0.1199368315976021,male,Piper Sandler Companies,"('NVDA', '2019 q1')",0.0
21187,QRVO,2019 q1,4530,0.5215332765441172,Harsh V. Kumar,0.2804128352539384,male,Piper Sandler Companies,"('QRVO', '2019 q1')",0.0
21188,SWKS,2019 q1,4530,0.7260058128822298,Harsh V. Kumar,0.3681665077332555,male,Piper Sandler Companies,"('SWKS', '2019 q1')",0.0
21189,ADI,2019 q1,4530,0.7739405656746164,Mr. Thomas Kee,0.9779826047903484,male,Stock Traders Daily Research,"('ADI', '2019 q1')",0.9931469261646271
21190,AMAT,2019 q1,4530,0.6137977801770023,Mr. Thomas Kee,0.995247950537184,male,Stock Traders Daily Research,"('AMAT', '2019 q1')",0.992676317691803
21191,AMD,2019 q1,4530,0.6139133640251038,Mr. Thomas Kee,0.9802107167861444,male,Stock Traders Daily Research,"('AMD', '2019 q1')",0.9931864738464355
21192,INTC,2019 q1,4530,0.6281520002366782,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('INTC', '2019 q1')",0.9931388199329376
21193,KLAC,2019 q1,4530,0.742960669988349,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('KLAC', '2019 q1')",0.9930907189846039
21194,LRCX,2019 q1,4530,0.7084602165524101,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('LRCX', '2019 q1')",0.992131918668747
21195,MCHP,2019 q1,4530,0.8105819560564466,Mr. Thomas Kee,0.9703346741208164,male,Stock Traders Daily Research,"('MCHP', '2019 q1')",0.9931069016456604
21196,MXIM,2019 q1,4530,0.7609370423255968,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MXIM', '2019 q1')",0.9931069016456604
21197,NVDA,2019 q1,4530,0.5482864382521184,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('NVDA', '2019 q1')",0.9931149482727051
21198,QCOM,2019 q1,4530,0.7128785265515345,Mr. Thomas Kee,0.9782628911730774,male,Stock Traders Daily Research,"('QCOM', '2019 q1')",0.9933099150657654
21199,SWKS,2019 q1,4530,0.7260058128822298,Mr. Thomas Kee,0.9937047353992048,male,Stock Traders Daily Research,"('SWKS', '2019 q1')",0.9931864738464355
21200,XLNX,2019 q1,4530,0.6030747614634018,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('XLNX', '2019 q1')",0.9921840727329254
21201,ADI,2019 q1,4530,0.7739405656746164,Mr. John W. Pitzer,0.3792548484607682,male,Credit Suisse,"('ADI', '2019 q1')",0.0
21202,AMAT,2019 q1,4530,0.6137977801770023,Mr. John W. Pitzer,0.391810975624072,male,Credit Suisse,"('AMAT', '2019 q1')",0.0
21203,AMD,2019 q1,4530,0.6139133640251038,Mr. John W. Pitzer,0.3910640296832273,male,Credit Suisse,"('AMD', '2019 q1')",0.0
21204,AVGO,2019 q1,4530,0.6158298217158114,Mr. John W. Pitzer,0.2543849489736139,male,Credit Suisse,"('AVGO', '2019 q1')",0.0
21205,INTC,2019 q1,4530,0.6281520002366782,Mr. John W. Pitzer,0.2048999887436731,male,Credit Suisse,"('INTC', '2019 q1')",0.0
21206,KLAC,2019 q1,4530,0.742960669988349,Mr. John W. Pitzer,0.4110531582259966,male,Credit Suisse,"('KLAC', '2019 q1')",0.0
21207,LRCX,2019 q1,4530,0.7084602165524101,Mr. John W. Pitzer,0.3891956946887225,male,Credit Suisse,"('LRCX', '2019 q1')",0.0
21208,MCHP,2019 q1,4530,0.8105819560564466,Mr. John W. Pitzer,0.6545445106008456,male,Credit Suisse,"('MCHP', '2019 q1')",0.0
21209,MU,2019 q1,4530,0.6332177100242928,Mr. John W. Pitzer,0.4035702287517403,male,Credit Suisse,"('MU', '2019 q1')",0.0
21210,MXIM,2019 q1,4530,0.7609370423255968,Mr. John W. Pitzer,0.4373665016345175,male,Credit Suisse,"('MXIM', '2019 q1')",0.0
21211,NVDA,2019 q1,4530,0.5482864382521184,Mr. John W. Pitzer,0.1576725532477784,male,Credit Suisse,"('NVDA', '2019 q1')",0.0053989266355832415
21212,ADI,2019 q1,4530,0.7739405656746164,"Mr. Amit J. Daryanani, CFA",0.4220615354421567,male,RBC Capital Markets,"('ADI', '2019 q1')",0.0
21213,INTC,2019 q1,4530,0.6281520002366782,"Mr. Amit J. Daryanani, CFA",0.1582757750618533,male,RBC Capital Markets,"('INTC', '2019 q1')",0.0
21214,TXN,2019 q1,4530,0.7225015679923947,"Mr. Amit J. Daryanani, CFA",0.7225015679923946,male,RBC Capital Markets,"('TXN', '2019 q1')",0.0
21215,ADI,2019 q1,4530,0.7739405656746164,Craig M. Hettenbach,0.4800792769017775,male,Morgan Stanley,"('ADI', '2019 q1')",0.01086496189236641
21216,AVGO,2019 q1,4530,0.6158298217158114,Craig M. Hettenbach,0.5080532634888173,male,Morgan Stanley,"('AVGO', '2019 q1')",0.0
21217,QRVO,2019 q1,4530,0.5215332765441172,Craig M. Hettenbach,0.320670038499825,male,Morgan Stanley,"('QRVO', '2019 q1')",0.0
21218,SWKS,2019 q1,4530,0.7260058128822298,Craig M. Hettenbach,0.6356290538170525,male,Morgan Stanley,"('SWKS', '2019 q1')",0.0
21219,ADI,2019 q1,4530,0.7739405656746164,Acquisdata Research Team,0.635112430308142,Not a person,Acquisdata,"('ADI', '2019 q1')",0.03333333507180214
21220,ADI,2019 q1,4530,0.7739405656746164,Mr. Ross Seymore,0.9074324196298392,male,Deutsche Bank,"('ADI', '2019 q1')",0.0
21221,AMD,2019 q1,4530,0.6139133640251038,Mr. Ross Seymore,0.4065378121348749,male,Deutsche Bank,"('AMD', '2019 q1')",0.01666666753590107
21222,AVGO,2019 q1,4530,0.6158298217158114,Mr. Ross Seymore,0.7231464340950045,male,Deutsche Bank,"('AVGO', '2019 q1')",0.0
21223,INTC,2019 q1,4530,0.6281520002366782,Mr. Ross Seymore,0.9243593089023772,male,Deutsche Bank,"('INTC', '2019 q1')",0.0
21224,MXIM,2019 q1,4530,0.7609370423255968,Mr. Ross Seymore,0.5811697445370078,male,Deutsche Bank,"('MXIM', '2019 q1')",0.0
21225,NVDA,2019 q1,4530,0.5482864382521184,Mr. Ross Seymore,0.880237544873844,male,Deutsche Bank,"('NVDA', '2019 q1')",0.011111111690600714
21226,ADI,2019 q1,4530,0.7739405656746164,SADIF Research,0.9624727551383244,Not a person,Sadif Analytics Prime,"('ADI', '2019 q1')",0.9455859661102295
21227,INTC,2019 q1,4530,0.6281520002366782,SADIF Research,0.9569374567770952,Not a person,Sadif Analytics Prime,"('INTC', '2019 q1')",0.931561291217804
21228,MXIM,2019 q1,4530,0.7609370423255968,SADIF Research,0.9212830531867352,Not a person,Sadif Analytics Prime,"('MXIM', '2019 q1')",0.8869748115539551
21229,SWKS,2019 q1,4530,0.7260058128822298,SADIF Research,0.969343099905779,Not a person,Sadif Analytics Prime,"('SWKS', '2019 q1')",0.9459480047225952
21230,AMAT,2019 q1,4530,0.6137977801770023,"Mr. Sidney Ho, CFA",0.9050424024089704,male,Deutsche Bank,"('AMAT', '2019 q1')",0.0
21231,KLAC,2019 q1,4530,0.742960669988349,"Mr. Sidney Ho, CFA",0.9081276070592488,male,Deutsche Bank,"('KLAC', '2019 q1')",0.0
21232,LRCX,2019 q1,4530,0.7084602165524101,"Mr. Sidney Ho, CFA",0.873722727102473,male,Deutsche Bank,"('LRCX', '2019 q1')",0.0
21233,AMAT,2019 q1,4530,0.6137977801770023,Mr. Abhinav Davuluri,0.4915862598708676,male,"Morningstar, Inc.","('AMAT', '2019 q1')",0.0
21234,AMD,2019 q1,4530,0.6139133640251038,Mr. Abhinav Davuluri,0.4830406970903761,male,"Morningstar, Inc.","('AMD', '2019 q1')",0.0
21235,AVGO,2019 q1,4530,0.6158298217158114,Mr. Abhinav Davuluri,0.6725127583613149,male,"Morningstar, Inc.","('AVGO', '2019 q1')",0.0
21236,INTC,2019 q1,4530,0.6281520002366782,Mr. Abhinav Davuluri,0.4325613032696139,male,"Morningstar, Inc.","('INTC', '2019 q1')",0.014285715030772346
21237,KLAC,2019 q1,4530,0.742960669988349,Mr. Abhinav Davuluri,0.5739053141518164,male,"Morningstar, Inc.","('KLAC', '2019 q1')",0.0
21238,LRCX,2019 q1,4530,0.7084602165524101,Mr. Abhinav Davuluri,0.5267222041877664,male,"Morningstar, Inc.","('LRCX', '2019 q1')",0.011111111690600714
21239,NVDA,2019 q1,4530,0.5482864382521184,Mr. Abhinav Davuluri,0.3117983985708242,male,"Morningstar, Inc.","('NVDA', '2019 q1')",0.0
21240,QCOM,2019 q1,4530,0.7128785265515345,Mr. Abhinav Davuluri,0.7072908527041054,male,"Morningstar, Inc.","('QCOM', '2019 q1')",0.0
21241,XLNX,2019 q1,4530,0.6030747614634018,Mr. Abhinav Davuluri,0.5950646322199361,male,"Morningstar, Inc.","('XLNX', '2019 q1')",0.0
21242,AMAT,2019 q1,4530,0.6137977801770023,Mr. Krish Sankar,0.1677572510161868,male,Cowen and Company,"('AMAT', '2019 q1')",0.0
21243,KLAC,2019 q1,4530,0.742960669988349,Mr. Krish Sankar,0.3042293738009441,male,Cowen and Company,"('KLAC', '2019 q1')",0.0
21244,AMAT,2019 q1,4530,0.6137977801770023,Mr. Mitch T. Steves,0.1661012984607998,male,RBC Capital Markets,"('AMAT', '2019 q1')",0.0
21245,LRCX,2019 q1,4530,0.7084602165524101,Mr. Mitch T. Steves,0.3126376906715876,male,RBC Capital Markets,"('LRCX', '2019 q1')",0.003659880409638087
21246,NVDA,2019 q1,4530,0.5482864382521184,Mr. Mitch T. Steves,0.326179553582793,male,RBC Capital Markets,"('NVDA', '2019 q1')",0.0
21247,AMAT,2019 q1,4530,0.6137977801770023,Mehdi Hosseini,0.6797225450466552,male,Susquehanna Financial Group LLLP,"('AMAT', '2019 q1')",0.0
21248,KLAC,2019 q1,4530,0.742960669988349,Mehdi Hosseini,0.7428905845525133,male,Susquehanna Financial Group LLLP,"('KLAC', '2019 q1')",0.0
21249,MU,2019 q1,4530,0.6332177100242928,Mehdi Hosseini,0.6840572869196633,male,Susquehanna Financial Group LLLP,"('MU', '2019 q1')",0.0
21250,AMAT,2019 q1,4530,0.6137977801770023,Christian D. Schwab,0.2617554841371957,male,Craig Hallum,"('AMAT', '2019 q1')",0.0
21251,AMD,2019 q1,4530,0.6139133640251038,Christian D. Schwab,0.1531962180554955,male,Craig Hallum,"('AMD', '2019 q1')",0.0
21252,AMAT,2019 q1,4530,0.6137977801770023,Mr. Hideyuki Maekawa,0.1751501386389687,male,Credit Suisse,"('AMAT', '2019 q1')",0.0
21253,AMD,2019 q1,4530,0.6139133640251038,Ms. Vedvati Shrotre,0.1595542169707617,female,Jefferies,"('AMD', '2019 q1')",0.0
21254,NVDA,2019 q1,4530,0.5482864382521184,Ms. Vedvati Shrotre,0.1037774386408561,female,Jefferies,"('NVDA', '2019 q1')",0.0
21255,XLNX,2019 q1,4530,0.6030747614634018,Ms. Vedvati Shrotre,0.2204853266340786,female,Jefferies,"('XLNX', '2019 q1')",0.0
21256,AMD,2019 q1,4530,0.6139133640251038,Mr. Christopher A. Jacobson,0.8134611070427318,male,Susquehanna Financial Group LLLP,"('AMD', '2019 q1')",0.04201245307922363
21257,AMD,2019 q1,4530,0.6139133640251038,Gus Richard,0.1534319642573007,male,Northland Securities,"('AMD', '2019 q1')",0.011118357069790363
21258,INTC,2019 q1,4530,0.6281520002366782,Gus Richard,0.1294634916105214,male,Northland Securities,"('INTC', '2019 q1')",0.01535557396709919
21259,AMD,2019 q1,4530,0.6139133640251038,Mr. Rick E. Schafer,0.1294978368290734,male,"Oppenheimer & Co., Inc.","('AMD', '2019 q1')",0.0
21260,AMD,2019 q1,4530,0.6139133640251038,Christopher Rolland,0.7675868086308196,male,Susquehanna Financial Group LLLP,"('AMD', '2019 q1')",0.0
21261,AVGO,2019 q1,4530,0.6158298217158114,Christopher Rolland,0.8044075544813535,male,Susquehanna Financial Group LLLP,"('AVGO', '2019 q1')",0.0
21262,INTC,2019 q1,4530,0.6281520002366782,Christopher Rolland,0.8315746465611894,male,Susquehanna Financial Group LLLP,"('INTC', '2019 q1')",0.0
21263,MCHP,2019 q1,4530,0.8105819560564466,Christopher Rolland,0.8423418867329499,male,Susquehanna Financial Group LLLP,"('MCHP', '2019 q1')",0.0
21264,MXIM,2019 q1,4530,0.7609370423255968,Christopher Rolland,0.8014779712066561,male,Susquehanna Financial Group LLLP,"('MXIM', '2019 q1')",0.013648941181600094
21265,NVDA,2019 q1,4530,0.5482864382521184,Christopher Rolland,0.9278243433762722,male,Susquehanna Financial Group LLLP,"('NVDA', '2019 q1')",0.0
21266,QCOM,2019 q1,4530,0.7128785265515345,Christopher Rolland,0.7209076041385319,male,Susquehanna Financial Group LLLP,"('QCOM', '2019 q1')",0.0
21267,QRVO,2019 q1,4530,0.5215332765441172,Christopher Rolland,0.7374955018888042,male,Susquehanna Financial Group LLLP,"('QRVO', '2019 q1')",0.0
21268,SWKS,2019 q1,4530,0.7260058128822298,Christopher Rolland,0.7543892177209802,male,Susquehanna Financial Group LLLP,"('SWKS', '2019 q1')",0.0
21269,XLNX,2019 q1,4530,0.6030747614634018,Christopher Rolland,0.6795349149295674,male,Susquehanna Financial Group LLLP,"('XLNX', '2019 q1')",0.0
21270,AMD,2019 q1,4530,0.6139133640251038,Mr. Ruben Roy,0.1669623037777711,male,MKM Partners,"('AMD', '2019 q1')",0.02723749540746212
21271,AVGO,2019 q1,4530,0.6158298217158114,Mr. Ruben Roy,0.2559923484379361,male,MKM Partners,"('AVGO', '2019 q1')",0.015493109822273254
21272,INTC,2019 q1,4530,0.6281520002366782,Mr. Ruben Roy,0.2705083445783769,male,MKM Partners,"('INTC', '2019 q1')",0.01777579076588154
21273,MXIM,2019 q1,4530,0.7609370423255968,Mr. Ruben Roy,0.4245894626718686,male,MKM Partners,"('MXIM', '2019 q1')",0.038713812828063965
21274,NVDA,2019 q1,4530,0.5482864382521184,Mr. Ruben Roy,0.3085856463121936,male,MKM Partners,"('NVDA', '2019 q1')",0.03656568843871355
21275,QRVO,2019 q1,4530,0.5215332765441172,Mr. Ruben Roy,0.1833464844165764,male,MKM Partners,"('QRVO', '2019 q1')",0.0
21276,SWKS,2019 q1,4530,0.7260058128822298,Mr. Ruben Roy,0.4001895190614474,male,MKM Partners,"('SWKS', '2019 q1')",0.017384713515639305
21277,XLNX,2019 q1,4530,0.6030747614634018,Mr. Ruben Roy,0.4517206182289007,male,MKM Partners,"('XLNX', '2019 q1')",0.057133715599775314
21278,AMD,2019 q1,4530,0.6139133640251038,Mr. Chaim Siegel,0.503777122047932,male,Elazar Advisors,"('AMD', '2019 q1')",0.06524278223514557
21279,AMD,2019 q1,4530,0.6139133640251038,Mr. Krishna BS,0.4930872781296607,male,Crispidea,"('AMD', '2019 q1')",0.0
21280,INTC,2019 q1,4530,0.6281520002366782,Mr. Krishna BS,0.4797563184226474,male,Crispidea,"('INTC', '2019 q1')",0.01666666753590107
21281,NVDA,2019 q1,4530,0.5482864382521184,Mr. Krishna BS,0.4789581402206494,male,Crispidea,"('NVDA', '2019 q1')",0.024052218534052372
21282,SWKS,2019 q1,4530,0.7260058128822298,Mr. Krishna BS,0.6448819722745978,male,Crispidea,"('SWKS', '2019 q1')",0.0
21283,TXN,2019 q1,4530,0.7225015679923947,Mr. Krishna BS,0.7225015679923947,male,Crispidea,"('TXN', '2019 q1')",0.0
21284,AMD,2019 q1,4530,0.6139133640251038,Credit Suisse Global Product Marketing,0.5898193875117912,Not a person,Credit Suisse,"('AMD', '2019 q1')",0.0
21285,AVGO,2019 q1,4530,0.6158298217158114,Mr. Matthew D. Ramsay,0.2299114125628779,male,Cowen and Company,"('AVGO', '2019 q1')",0.0
21286,INTC,2019 q1,4530,0.6281520002366782,Mr. Matthew D. Ramsay,0.0987499744164929,male,Cowen and Company,"('INTC', '2019 q1')",0.0
21287,MCHP,2019 q1,4530,0.8105819560564466,Mr. Matthew D. Ramsay,0.5428276258793447,male,Cowen and Company,"('MCHP', '2019 q1')",0.0
21288,MXIM,2019 q1,4530,0.7609370423255968,Mr. Matthew D. Ramsay,0.384069417757212,male,Cowen and Company,"('MXIM', '2019 q1')",0.0
21289,QCOM,2019 q1,4530,0.7128785265515345,Mr. Matthew D. Ramsay,0.3074352159012055,male,Cowen and Company,"('QCOM', '2019 q1')",0.0
21290,XLNX,2019 q1,4530,0.6030747614634018,Mr. Matthew D. Ramsay,0.201175813983825,male,Cowen and Company,"('XLNX', '2019 q1')",0.0
21291,AVGO,2019 q1,4530,0.6158298217158114,Mr. Anthony J. Stoss,0.2209933544538354,male,Craig Hallum,"('AVGO', '2019 q1')",0.0
21292,QRVO,2019 q1,4530,0.5215332765441172,Mr. Anthony J. Stoss,0.2187230410344683,male,Craig Hallum,"('QRVO', '2019 q1')",0.0
21293,SWKS,2019 q1,4530,0.7260058128822298,Mr. Anthony J. Stoss,0.2716087270711723,male,Craig Hallum,"('SWKS', '2019 q1')",0.016917536035180092
21294,INTC,2019 q1,4530,0.6281520002366782,Jerome Ramel,0.6351188006781823,male,Exane BNP Paribas,"('INTC', '2019 q1')",0.0
21295,QCOM,2019 q1,4530,0.7128785265515345,Jerome Ramel,0.7278569231620392,male,Exane BNP Paribas,"('QCOM', '2019 q1')",0.0
21296,INTC,2019 q1,4530,0.6281520002366782,Mr. Blayne Curtis,0.2035638168943539,male,Barclays,"('INTC', '2019 q1')",0.0
21297,SWKS,2019 q1,4530,0.7260058128822298,Mr. Blayne Curtis,0.6437024762003288,male,Barclays,"('SWKS', '2019 q1')",0.0
21298,INTC,2019 q1,4530,0.6281520002366782,"Mr. Suji Desilva, CFA",0.1582288441053314,male,"Roth Capital Partners, Inc.","('INTC', '2019 q1')",0.0
21299,LRCX,2019 q1,4530,0.7084602165524101,"Shebly Seyrafi, CFA",0.4902168616304089,male,FBN Securities,"('LRCX', '2019 q1')",0.0
21300,MU,2019 q1,4530,0.6332177100242928,Joseph L. Moore,0.5048656786084716,male,Morgan Stanley,"('MU', '2019 q1')",0.014683486893773079
21301,NVDA,2019 q1,4530,0.5482864382521184,Joseph L. Moore,0.2064779305729746,male,Morgan Stanley,"('NVDA', '2019 q1')",0.0
21302,XLNX,2019 q1,4530,0.6030747614634018,Joseph L. Moore,0.2029924787824978,male,Morgan Stanley,"('XLNX', '2019 q1')",0.0
21303,MXIM,2019 q1,4530,0.7609370423255968,"Ms. Natalia Winkler, CFA",0.2664412162731489,female,Jefferies,"('MXIM', '2019 q1')",0.0
21304,NVDA,2019 q1,4530,0.5482864382521184,Mr. Gary W. Mobley,0.0836746190505206,male,The Benchmark Company LLC,"('NVDA', '2019 q1')",0.0
21305,NVDA,2019 q1,4530,0.5482864382521184,"Richard C. Shannon, IV",0.1295772583268623,male,Craig Hallum,"('NVDA', '2019 q1')",0.0
21306,NVDA,2019 q1,4530,0.5482864382521184,Mr. David O'Connor,0.522703316235822,male,Exane BNP Paribas,"('NVDA', '2019 q1')",0.0
21307,NVDA,2019 q1,4530,0.5482864382521184,Mr. George C. Notter,0.2351495172038376,male,Jefferies,"('NVDA', '2019 q1')",0.0
21308,QCOM,2019 q1,4530,0.7128785265515345,"T. Michael T. Walkley, CPA",0.3617323145895938,male,Canaccord Genuity,"('QCOM', '2019 q1')",0.04105346153179804
21309,QRVO,2019 q1,4530,0.5215332765441172,"T. Michael T. Walkley, CPA",0.2002992413530585,male,Canaccord Genuity,"('QRVO', '2019 q1')",0.0
21310,SWKS,2019 q1,4530,0.7260058128822298,"T. Michael T. Walkley, CPA",0.190626751261913,male,Canaccord Genuity,"('SWKS', '2019 q1')",0.024194486439228058
21311,QCOM,2019 q1,4530,0.7128785265515345,Mr. Tal Liani,0.4110074335312274,male,BofA Global Research,"('QCOM', '2019 q1')",0.0
21312,QCOM,2019 q1,4530,0.7128785265515345,Mr. James E. Faucette,0.3916454601344046,male,Morgan Stanley,"('QCOM', '2019 q1')",0.0
21313,QRVO,2019 q1,4530,0.5215332765441172,Mr. Karl F. Ackerman,0.2891570995306087,male,Cowen and Company,"('QRVO', '2019 q1')",0.0
21314,ADI,2019 q2,4530,0.7302995647617138,Mr. Ross Seymore,0.8954127411030929,male,Deutsche Bank,"('ADI', '2019 q2')",0.0
21315,AMD,2019 q2,4530,0.6067122568266972,Mr. Ross Seymore,0.8888428639051821,male,Deutsche Bank,"('AMD', '2019 q2')",0.0
21316,AVGO,2019 q2,4530,0.6108039599113214,Mr. Ross Seymore,0.8875121946084386,male,Deutsche Bank,"('AVGO', '2019 q2')",0.0
21317,NVDA,2019 q2,4530,0.621634115639603,Mr. Ross Seymore,0.8550857879069301,male,Deutsche Bank,"('NVDA', '2019 q2')",0.0
21318,QCOM,2019 q2,4530,0.6547716890004318,Mr. Ross Seymore,0.9097416369311182,male,Deutsche Bank,"('QCOM', '2019 q2')",0.0
21319,TXN,2019 q2,4530,0.915393739082068,Mr. Ross Seymore,0.8995888462678332,male,Deutsche Bank,"('TXN', '2019 q2')",0.012924968264997005
21320,XLNX,2019 q2,4530,0.5950773573697198,Mr. Ross Seymore,0.7194940659507073,male,Deutsche Bank,"('XLNX', '2019 q2')",0.0
21321,ADI,2019 q2,4530,0.7302995647617138,Mr. John W. Pitzer,0.5001577005581638,male,Credit Suisse,"('ADI', '2019 q2')",0.0
21322,AMAT,2019 q2,4530,0.5824941655553384,Mr. John W. Pitzer,0.3683559141718627,male,Credit Suisse,"('AMAT', '2019 q2')",0.0
21323,AMD,2019 q2,4530,0.6067122568266972,Mr. John W. Pitzer,0.3340468797693091,male,Credit Suisse,"('AMD', '2019 q2')",0.0
21324,AVGO,2019 q2,4530,0.6108039599113214,Mr. John W. Pitzer,0.3089290826639909,male,Credit Suisse,"('AVGO', '2019 q2')",0.0
21325,KLAC,2019 q2,4530,0.7058035854191875,Mr. John W. Pitzer,0.5087878631193621,male,Credit Suisse,"('KLAC', '2019 q2')",0.0
21326,LRCX,2019 q2,4530,0.5451165299876986,Mr. John W. Pitzer,0.3625024397124102,male,Credit Suisse,"('LRCX', '2019 q2')",0.0
21327,MCHP,2019 q2,4530,0.7158724243703243,Mr. John W. Pitzer,0.4715390832487392,male,Credit Suisse,"('MCHP', '2019 q2')",0.0
21328,MXIM,2019 q2,4530,0.710541599440809,Mr. John W. Pitzer,0.3766167753818029,male,Credit Suisse,"('MXIM', '2019 q2')",0.0
21329,XLNX,2019 q2,4530,0.5950773573697198,Mr. John W. Pitzer,0.2913806968130437,male,Credit Suisse,"('XLNX', '2019 q2')",0.0
21330,ADI,2019 q2,4530,0.7302995647617138,"Ms. Angelo Zino, CFA",0.5644624588446396,female,CFRA Equity Research,"('ADI', '2019 q2')",0.0
21331,AMAT,2019 q2,4530,0.5824941655553384,"Ms. Angelo Zino, CFA",0.5003780693011782,female,CFRA Equity Research,"('AMAT', '2019 q2')",0.0
21332,AMD,2019 q2,4530,0.6067122568266972,"Ms. Angelo Zino, CFA",0.3655517264252714,female,CFRA Equity Research,"('AMD', '2019 q2')",0.0
21333,AVGO,2019 q2,4530,0.6108039599113214,"Ms. Angelo Zino, CFA",0.5642001293440103,female,CFRA Equity Research,"('AVGO', '2019 q2')",0.0
21334,INTC,2019 q2,4530,0.5534543324234972,"Ms. Angelo Zino, CFA",0.3830385699989204,female,CFRA Equity Research,"('INTC', '2019 q2')",0.0
21335,KLAC,2019 q2,4530,0.7058035854191875,"Ms. Angelo Zino, CFA",0.6201002361863363,female,CFRA Equity Research,"('KLAC', '2019 q2')",0.0
21336,LRCX,2019 q2,4530,0.5451165299876986,"Ms. Angelo Zino, CFA",0.5251040415191812,female,CFRA Equity Research,"('LRCX', '2019 q2')",0.0
21337,MCHP,2019 q2,4530,0.7158724243703243,"Ms. Angelo Zino, CFA",0.6958665201368678,female,CFRA Equity Research,"('MCHP', '2019 q2')",0.0
21338,MU,2019 q2,4530,0.8867356032550043,"Ms. Angelo Zino, CFA",0.8586777046302935,female,CFRA Equity Research,"('MU', '2019 q2')",0.0
21339,MXIM,2019 q2,4530,0.710541599440809,"Ms. Angelo Zino, CFA",0.5970998178835728,female,CFRA Equity Research,"('MXIM', '2019 q2')",0.0
21340,NVDA,2019 q2,4530,0.621634115639603,"Ms. Angelo Zino, CFA",0.3891769417663202,female,CFRA Equity Research,"('NVDA', '2019 q2')",0.0
21341,QCOM,2019 q2,4530,0.6547716890004318,"Ms. Angelo Zino, CFA",0.6009111097986507,female,CFRA Equity Research,"('QCOM', '2019 q2')",0.0
21342,QRVO,2019 q2,4530,0.5831475862211316,"Ms. Angelo Zino, CFA",0.5752225405608145,female,CFRA Equity Research,"('QRVO', '2019 q2')",0.0
21343,SWKS,2019 q2,4530,0.6185556000289618,"Ms. Angelo Zino, CFA",0.4865152877021211,female,CFRA Equity Research,"('SWKS', '2019 q2')",0.0
21344,TXN,2019 q2,4530,0.915393739082068,"Ms. Angelo Zino, CFA",0.9060260047898508,female,CFRA Equity Research,"('TXN', '2019 q2')",0.0
21345,XLNX,2019 q2,4530,0.5950773573697198,"Ms. Angelo Zino, CFA",0.5393408045759635,female,CFRA Equity Research,"('XLNX', '2019 q2')",0.0
21346,ADI,2019 q2,4530,0.7302995647617138,Mr. Mitch T. Steves,0.3323689925354395,male,RBC Capital Markets,"('ADI', '2019 q2')",0.0
21347,AMAT,2019 q2,4530,0.5824941655553384,Mr. Mitch T. Steves,0.1726045755674858,male,RBC Capital Markets,"('AMAT', '2019 q2')",0.0
21348,AMD,2019 q2,4530,0.6067122568266972,Mr. Mitch T. Steves,0.2047510005308978,male,RBC Capital Markets,"('AMD', '2019 q2')",0.0
21349,LRCX,2019 q2,4530,0.5451165299876986,Mr. Mitch T. Steves,0.2074278466213697,male,RBC Capital Markets,"('LRCX', '2019 q2')",0.01535003399476409
21350,MXIM,2019 q2,4530,0.710541599440809,Mr. Mitch T. Steves,0.349613731965066,male,RBC Capital Markets,"('MXIM', '2019 q2')",0.0
21351,NVDA,2019 q2,4530,0.621634115639603,Mr. Mitch T. Steves,0.1836872069678378,male,RBC Capital Markets,"('NVDA', '2019 q2')",0.0
21352,ADI,2019 q2,4530,0.7302995647617138,Craig M. Hettenbach,0.3621310051118912,male,Morgan Stanley,"('ADI', '2019 q2')",0.014290748164057732
21353,AVGO,2019 q2,4530,0.6108039599113214,Craig M. Hettenbach,0.3942883955641211,male,Morgan Stanley,"('AVGO', '2019 q2')",0.0
21354,QRVO,2019 q2,4530,0.5831475862211316,Craig M. Hettenbach,0.6529794279949134,male,Morgan Stanley,"('QRVO', '2019 q2')",0.0
21355,SWKS,2019 q2,4530,0.6185556000289618,Craig M. Hettenbach,0.4843417069019723,male,Morgan Stanley,"('SWKS', '2019 q2')",0.0
21356,ADI,2019 q2,4530,0.7302995647617138,Joseph L. Moore,0.5381030308911221,male,Morgan Stanley,"('ADI', '2019 q2')",0.01666666753590107
21357,AMAT,2019 q2,4530,0.5824941655553384,Joseph L. Moore,0.1506760098709655,male,Morgan Stanley,"('AMAT', '2019 q2')",0.0
21358,AMD,2019 q2,4530,0.6067122568266972,Joseph L. Moore,0.4061630185660887,male,Morgan Stanley,"('AMD', '2019 q2')",0.0
21359,INTC,2019 q2,4530,0.5534543324234972,Joseph L. Moore,0.245333973356094,male,Morgan Stanley,"('INTC', '2019 q2')",0.0
21360,NVDA,2019 q2,4530,0.621634115639603,Joseph L. Moore,0.2253609949227781,male,Morgan Stanley,"('NVDA', '2019 q2')",0.0
21361,XLNX,2019 q2,4530,0.5950773573697198,Joseph L. Moore,0.3026964955479762,male,Morgan Stanley,"('XLNX', '2019 q2')",0.0
21362,ADI,2019 q2,4530,0.7302995647617138,SADIF Research,0.9576816137203136,Not a person,Sadif Analytics Prime,"('ADI', '2019 q2')",0.94553142786026
21363,AMD,2019 q2,4530,0.6067122568266972,SADIF Research,0.9204449266019912,Not a person,Sadif Analytics Prime,"('AMD', '2019 q2')",0.9080552458763123
21364,INTC,2019 q2,4530,0.5534543324234972,SADIF Research,0.9444181720556392,Not a person,Sadif Analytics Prime,"('INTC', '2019 q2')",0.9318941831588745
21365,MCHP,2019 q2,4530,0.7158724243703243,SADIF Research,0.9797710251128172,Not a person,Sadif Analytics Prime,"('MCHP', '2019 q2')",0.947502076625824
21366,MXIM,2019 q2,4530,0.710541599440809,SADIF Research,0.9453939833344296,Not a person,Sadif Analytics Prime,"('MXIM', '2019 q2')",0.918250322341919
21367,SWKS,2019 q2,4530,0.6185556000289618,SADIF Research,0.9738489861063068,Not a person,Sadif Analytics Prime,"('SWKS', '2019 q2')",0.9455189108848572
21368,TXN,2019 q2,4530,0.915393739082068,SADIF Research,0.9426203847994932,Not a person,Sadif Analytics Prime,"('TXN', '2019 q2')",0.9525103569030762
21369,ADI,2019 q2,4530,0.7302995647617138,Brian Colello,0.6037947597253852,male,"Morningstar, Inc.","('ADI', '2019 q2')",0.0
21370,MCHP,2019 q2,4530,0.7158724243703243,Brian Colello,0.724268319732763,male,"Morningstar, Inc.","('MCHP', '2019 q2')",0.0
21371,MXIM,2019 q2,4530,0.710541599440809,Brian Colello,0.6570993239842262,male,"Morningstar, Inc.","('MXIM', '2019 q2')",0.0
21372,QRVO,2019 q2,4530,0.5831475862211316,Brian Colello,0.6390004749060715,male,"Morningstar, Inc.","('QRVO', '2019 q2')",0.0
21373,SWKS,2019 q2,4530,0.6185556000289618,Brian Colello,0.5523267988746761,male,"Morningstar, Inc.","('SWKS', '2019 q2')",0.002927167573943734
21374,TXN,2019 q2,4530,0.915393739082068,Brian Colello,0.9236359039976378,male,"Morningstar, Inc.","('TXN', '2019 q2')",0.0
21375,ADI,2019 q2,4530,0.7302995647617138,Mr. C.J. Muse,0.6545952265491174,male,EVERCORE ISI,"('ADI', '2019 q2')",0.03333333507180214
21376,INTC,2019 q2,4530,0.5534543324234972,Mr. C.J. Muse,0.363599309993271,male,EVERCORE ISI,"('INTC', '2019 q2')",0.0
21377,LRCX,2019 q2,4530,0.5451165299876986,Mr. C.J. Muse,0.3284010351418593,male,EVERCORE ISI,"('LRCX', '2019 q2')",0.02516594808548689
21378,NVDA,2019 q2,4530,0.621634115639603,Mr. C.J. Muse,0.6931938916617795,male,EVERCORE ISI,"('NVDA', '2019 q2')",0.03333333507180214
21379,QCOM,2019 q2,4530,0.6547716890004318,Mr. C.J. Muse,0.3490531855912651,male,EVERCORE ISI,"('QCOM', '2019 q2')",0.0
21380,XLNX,2019 q2,4530,0.5950773573697198,Mr. C.J. Muse,0.1636771725096066,male,EVERCORE ISI,"('XLNX', '2019 q2')",0.0
21381,ADI,2019 q2,4530,0.7302995647617138,Harsh V. Kumar,0.4816917576994545,male,Piper Sandler Companies,"('ADI', '2019 q2')",0.0
21382,AVGO,2019 q2,4530,0.6108039599113214,Harsh V. Kumar,0.1881989143648651,male,Piper Sandler Companies,"('AVGO', '2019 q2')",0.0
21383,MCHP,2019 q2,4530,0.7158724243703243,Harsh V. Kumar,0.4142977624342782,male,Piper Sandler Companies,"('MCHP', '2019 q2')",0.0
21384,NVDA,2019 q2,4530,0.621634115639603,Harsh V. Kumar,0.3368073524967487,male,Piper Sandler Companies,"('NVDA', '2019 q2')",0.0
21385,QRVO,2019 q2,4530,0.5831475862211316,Harsh V. Kumar,0.3252622883873711,male,Piper Sandler Companies,"('QRVO', '2019 q2')",0.0
21386,SWKS,2019 q2,4530,0.6185556000289618,Harsh V. Kumar,0.3150258981466076,male,Piper Sandler Companies,"('SWKS', '2019 q2')",0.0
21387,ADI,2019 q2,4530,0.7302995647617138,Mr. Vivek Arya,0.5353109315486367,male,BofA Global Research,"('ADI', '2019 q2')",0.0
21388,AMAT,2019 q2,4530,0.5824941655553384,Mr. Vivek Arya,0.3285593265539012,male,BofA Global Research,"('AMAT', '2019 q2')",0.0
21389,AMD,2019 q2,4530,0.6067122568266972,Mr. Vivek Arya,0.372964157007106,male,BofA Global Research,"('AMD', '2019 q2')",0.0
21390,AVGO,2019 q2,4530,0.6108039599113214,Mr. Vivek Arya,0.4256928453608365,male,BofA Global Research,"('AVGO', '2019 q2')",0.0
21391,INTC,2019 q2,4530,0.5534543324234972,Mr. Vivek Arya,0.2450368146357825,male,BofA Global Research,"('INTC', '2019 q2')",0.0
21392,LRCX,2019 q2,4530,0.5451165299876986,Mr. Vivek Arya,0.4073586384693434,male,BofA Global Research,"('LRCX', '2019 q2')",0.0
21393,MCHP,2019 q2,4530,0.7158724243703243,Mr. Vivek Arya,0.5950213247564016,male,BofA Global Research,"('MCHP', '2019 q2')",0.01059057004749775
21394,MXIM,2019 q2,4530,0.710541599440809,Mr. Vivek Arya,0.5961015650652789,male,BofA Global Research,"('MXIM', '2019 q2')",0.0
21395,SWKS,2019 q2,4530,0.6185556000289618,Mr. Vivek Arya,0.4698056726750873,male,BofA Global Research,"('SWKS', '2019 q2')",0.0
21396,AMAT,2019 q2,4530,0.5824941655553384,Mr. Hideyuki Maekawa,0.2131842457708018,male,Credit Suisse,"('AMAT', '2019 q2')",0.0
21397,AMAT,2019 q2,4530,0.5824941655553384,Jerome Ramel,0.721973525480147,male,Exane BNP Paribas,"('AMAT', '2019 q2')",0.0
21398,INTC,2019 q2,4530,0.5534543324234972,Jerome Ramel,0.6219894369863931,male,Exane BNP Paribas,"('INTC', '2019 q2')",0.0
21399,QCOM,2019 q2,4530,0.6547716890004318,Jerome Ramel,0.7453549043859181,male,Exane BNP Paribas,"('QCOM', '2019 q2')",0.0
21400,TXN,2019 q2,4530,0.915393739082068,Jerome Ramel,0.8227171626957399,male,Exane BNP Paribas,"('TXN', '2019 q2')",0.0
21401,AMAT,2019 q2,4530,0.5824941655553384,"Mr. Sidney Ho, CFA",0.8525008646233265,male,Deutsche Bank,"('AMAT', '2019 q2')",0.0
21402,KLAC,2019 q2,4530,0.7058035854191875,"Mr. Sidney Ho, CFA",0.8465262421317207,male,Deutsche Bank,"('KLAC', '2019 q2')",0.0
21403,LRCX,2019 q2,4530,0.5451165299876986,"Mr. Sidney Ho, CFA",0.4943213999807031,male,Deutsche Bank,"('LRCX', '2019 q2')",0.0
21404,MU,2019 q2,4530,0.8867356032550043,"Mr. Sidney Ho, CFA",0.8991002422602099,male,Deutsche Bank,"('MU', '2019 q2')",0.0
21405,AMAT,2019 q2,4530,0.5824941655553384,Mr. Abhinav Davuluri,0.4735106174758905,male,"Morningstar, Inc.","('AMAT', '2019 q2')",0.011111111690600714
21406,AMD,2019 q2,4530,0.6067122568266972,Mr. Abhinav Davuluri,0.7810085009005434,male,"Morningstar, Inc.","('AMD', '2019 q2')",0.0
21407,AVGO,2019 q2,4530,0.6108039599113214,Mr. Abhinav Davuluri,0.5705273751529728,male,"Morningstar, Inc.","('AVGO', '2019 q2')",0.0
21408,INTC,2019 q2,4530,0.5534543324234972,Mr. Abhinav Davuluri,0.3690077316179918,male,"Morningstar, Inc.","('INTC', '2019 q2')",0.020000001043081285
21409,KLAC,2019 q2,4530,0.7058035854191875,Mr. Abhinav Davuluri,0.5992028397743614,male,"Morningstar, Inc.","('KLAC', '2019 q2')",0.0
21410,LRCX,2019 q2,4530,0.5451165299876986,Mr. Abhinav Davuluri,0.4881813823176027,male,"Morningstar, Inc.","('LRCX', '2019 q2')",0.0
21411,NVDA,2019 q2,4530,0.621634115639603,Mr. Abhinav Davuluri,0.3964266111107773,male,"Morningstar, Inc.","('NVDA', '2019 q2')",0.0
21412,QCOM,2019 q2,4530,0.6547716890004318,Mr. Abhinav Davuluri,0.5741185177065348,male,"Morningstar, Inc.","('QCOM', '2019 q2')",0.0031355645041912794
21413,XLNX,2019 q2,4530,0.5950773573697198,Mr. Abhinav Davuluri,0.6838246701599885,male,"Morningstar, Inc.","('XLNX', '2019 q2')",0.0
21414,AMAT,2019 q2,4530,0.5824941655553384,Mr. Krish Sankar,0.1365982516667133,male,Cowen and Company,"('AMAT', '2019 q2')",0.015528272837400436
21415,KLAC,2019 q2,4530,0.7058035854191875,Mr. Krish Sankar,0.3824089659695466,male,Cowen and Company,"('KLAC', '2019 q2')",0.0
21416,LRCX,2019 q2,4530,0.5451165299876986,Mr. Krish Sankar,0.2146224172155486,male,Cowen and Company,"('LRCX', '2019 q2')",0.0
21417,AMAT,2019 q2,4530,0.5824941655553384,Christian D. Schwab,0.2392721658881452,male,Craig Hallum,"('AMAT', '2019 q2')",0.0
21418,AMD,2019 q2,4530,0.6067122568266972,Christian D. Schwab,0.1682300106156545,male,Craig Hallum,"('AMD', '2019 q2')",0.0
21419,AMAT,2019 q2,4530,0.5824941655553384,Mr. Christopher A. Jacobson,0.9011348428863584,male,Susquehanna Financial Group LLLP,"('AMAT', '2019 q2')",0.010667216032743454
21420,XLNX,2019 q2,4530,0.5950773573697198,Mr. Christopher A. Jacobson,0.919076985797988,male,Susquehanna Financial Group LLLP,"('XLNX', '2019 q2')",0.02550629712641239
21421,AMD,2019 q2,4530,0.6067122568266972,Mr. Rick E. Schafer,0.1405910000959918,male,"Oppenheimer & Co., Inc.","('AMD', '2019 q2')",0.0
21422,AMD,2019 q2,4530,0.6067122568266972,Mr. Ruben Roy,0.2522320441034244,male,MKM Partners,"('AMD', '2019 q2')",0.012654801830649376
21423,AVGO,2019 q2,4530,0.6108039599113214,Mr. Ruben Roy,0.2399361347985612,male,MKM Partners,"('AVGO', '2019 q2')",0.01262667402625084
21424,INTC,2019 q2,4530,0.5534543324234972,Mr. Ruben Roy,0.3651245850043361,male,MKM Partners,"('INTC', '2019 q2')",0.015010794624686241
21425,MXIM,2019 q2,4530,0.710541599440809,Mr. Ruben Roy,0.3778284371036134,male,MKM Partners,"('MXIM', '2019 q2')",0.030782917514443398
21426,QRVO,2019 q2,4530,0.5831475862211316,Mr. Ruben Roy,0.2302206706948402,male,MKM Partners,"('QRVO', '2019 q2')",0.02526707574725151
21427,SWKS,2019 q2,4530,0.6185556000289618,Mr. Ruben Roy,0.3338146238183912,male,MKM Partners,"('SWKS', '2019 q2')",0.0
21428,XLNX,2019 q2,4530,0.5950773573697198,Mr. Ruben Roy,0.3289201932003817,male,MKM Partners,"('XLNX', '2019 q2')",0.04951709508895874
21429,AMD,2019 q2,4530,0.6067122568266972,Mr. Matthew D. Ramsay,0.1182907773552705,male,Cowen and Company,"('AMD', '2019 q2')",0.0
21430,AVGO,2019 q2,4530,0.6108039599113214,Mr. Matthew D. Ramsay,0.1192405624588461,male,Cowen and Company,"('AVGO', '2019 q2')",0.0
21431,INTC,2019 q2,4530,0.5534543324234972,Mr. Matthew D. Ramsay,0.1446820108019956,male,Cowen and Company,"('INTC', '2019 q2')",0.0
21432,MCHP,2019 q2,4530,0.7158724243703243,Mr. Matthew D. Ramsay,0.2659465530376904,male,Cowen and Company,"('MCHP', '2019 q2')",0.012075099162757397
21433,NVDA,2019 q2,4530,0.621634115639603,Mr. Matthew D. Ramsay,0.2019089429147881,male,Cowen and Company,"('NVDA', '2019 q2')",0.0
21434,QCOM,2019 q2,4530,0.6547716890004318,Mr. Matthew D. Ramsay,0.2746036138293785,male,Cowen and Company,"('QCOM', '2019 q2')",0.005891434848308563
21435,XLNX,2019 q2,4530,0.5950773573697198,Mr. Matthew D. Ramsay,0.1719476533345629,male,Cowen and Company,"('XLNX', '2019 q2')",0.0
21436,AMD,2019 q2,4530,0.6067122568266972,Gus Richard,0.1508408753618269,male,Northland Securities,"('AMD', '2019 q2')",0.02448274753987789
21437,INTC,2019 q2,4530,0.5534543324234972,Gus Richard,0.1520754337200303,male,Northland Securities,"('INTC', '2019 q2')",0.017749398946762085
21438,AMD,2019 q2,4530,0.6067122568266972,Christopher Rolland,0.6342578443817576,male,Susquehanna Financial Group LLLP,"('AMD', '2019 q2')",0.0
21439,AVGO,2019 q2,4530,0.6108039599113214,Christopher Rolland,0.8757152984481975,male,Susquehanna Financial Group LLLP,"('AVGO', '2019 q2')",0.0
21440,INTC,2019 q2,4530,0.5534543324234972,Christopher Rolland,0.8157617611957899,male,Susquehanna Financial Group LLLP,"('INTC', '2019 q2')",0.0
21441,MCHP,2019 q2,4530,0.7158724243703243,Christopher Rolland,0.7861681535664896,male,Susquehanna Financial Group LLLP,"('MCHP', '2019 q2')",0.0
21442,MXIM,2019 q2,4530,0.710541599440809,Christopher Rolland,0.8341211854752075,male,Susquehanna Financial Group LLLP,"('MXIM', '2019 q2')",0.0
21443,NVDA,2019 q2,4530,0.621634115639603,Christopher Rolland,0.9131933182597548,male,Susquehanna Financial Group LLLP,"('NVDA', '2019 q2')",0.0
21444,QCOM,2019 q2,4530,0.6547716890004318,Christopher Rolland,0.7007395390626421,male,Susquehanna Financial Group LLLP,"('QCOM', '2019 q2')",0.028966690103212994
21445,QRVO,2019 q2,4530,0.5831475862211316,Christopher Rolland,0.7424901333269481,male,Susquehanna Financial Group LLLP,"('QRVO', '2019 q2')",0.0
21446,SWKS,2019 q2,4530,0.6185556000289618,Christopher Rolland,0.7868053721136351,male,Susquehanna Financial Group LLLP,"('SWKS', '2019 q2')",0.0
21447,XLNX,2019 q2,4530,0.5950773573697198,Christopher Rolland,0.7130147766892916,male,Susquehanna Financial Group LLLP,"('XLNX', '2019 q2')",0.0
21448,AMD,2019 q2,4530,0.6067122568266972,"Shebly Seyrafi, CFA",0.697030546795872,male,FBN Securities,"('AMD', '2019 q2')",0.03333333507180214
21449,LRCX,2019 q2,4530,0.5451165299876986,"Shebly Seyrafi, CFA",0.7023991393952171,male,FBN Securities,"('LRCX', '2019 q2')",0.03333333507180214
21450,AVGO,2019 q2,4530,0.6108039599113214,Derek Harris,0.483721367077326,male,BofA Global Research,"('AVGO', '2019 q2')",0.02760235033929348
21451,AVGO,2019 q2,4530,0.6108039599113214,Kinngai Chan,0.2663397353153606,male,Summit Insights Group,"('AVGO', '2019 q2')",0.0
21452,NVDA,2019 q2,4530,0.621634115639603,Kinngai Chan,0.2004560094428591,male,Summit Insights Group,"('NVDA', '2019 q2')",0.0
21453,AVGO,2019 q2,4530,0.6108039599113214,Mr. Krishna BS,0.695431731889463,male,Crispidea,"('AVGO', '2019 q2')",0.0
21454,INTC,2019 q2,4530,0.5534543324234972,Mr. Krishna BS,0.4603598965659445,male,Crispidea,"('INTC', '2019 q2')",0.013079351745545864
21455,AVGO,2019 q2,4530,0.6108039599113214,Ms. Vedvati Shrotre,0.2617663756702348,female,Jefferies,"('AVGO', '2019 q2')",0.0
21456,INTC,2019 q2,4530,0.5534543324234972,Ms. Vedvati Shrotre,0.1489162988317054,female,Jefferies,"('INTC', '2019 q2')",0.0
21457,XLNX,2019 q2,4530,0.5950773573697198,Ms. Vedvati Shrotre,0.1602206175236689,female,Jefferies,"('XLNX', '2019 q2')",0.0
21458,AVGO,2019 q2,4530,0.6108039599113214,Mr. Anthony J. Stoss,0.2368683587145133,male,Craig Hallum,"('AVGO', '2019 q2')",0.0
21459,QRVO,2019 q2,4530,0.5831475862211316,Mr. Anthony J. Stoss,0.1816098320154502,male,Craig Hallum,"('QRVO', '2019 q2')",0.0
21460,SWKS,2019 q2,4530,0.6185556000289618,Mr. Anthony J. Stoss,0.2080940583534292,male,Craig Hallum,"('SWKS', '2019 q2')",0.0542018273845315
21461,INTC,2019 q2,4530,0.5534543324234972,Mr. Blayne Curtis,0.1520957106577831,male,Barclays,"('INTC', '2019 q2')",0.0
21462,QCOM,2019 q2,4530,0.6547716890004318,Mr. Blayne Curtis,0.4092054170002005,male,Barclays,"('QCOM', '2019 q2')",0.02470981888473034
21463,QRVO,2019 q2,4530,0.5831475862211316,Mr. Blayne Curtis,0.506957264518212,male,Barclays,"('QRVO', '2019 q2')",0.0
21464,INTC,2019 q2,4530,0.5534543324234972,"Mr. Suji Desilva, CFA",0.155867606931471,male,"Roth Capital Partners, Inc.","('INTC', '2019 q2')",0.0
21465,INTC,2019 q2,4530,0.5534543324234972,Mita Mehta,0.4897439361680665,female,Crispidea,"('INTC', '2019 q2')",0.07322106324136257
21466,TXN,2019 q2,4530,0.915393739082068,Mita Mehta,0.7559925499967682,female,Crispidea,"('TXN', '2019 q2')",0.17026060074567795
21467,KLAC,2019 q2,4530,0.7058035854191875,Mehdi Hosseini,0.7507292606852392,male,Susquehanna Financial Group LLLP,"('KLAC', '2019 q2')",0.0
21468,MU,2019 q2,4530,0.8867356032550043,Mehdi Hosseini,0.8635466243681131,male,Susquehanna Financial Group LLLP,"('MU', '2019 q2')",0.0
21469,MCHP,2019 q2,4530,0.7158724243703243,"Mr. William S. Stein, CFA",0.3355442300297419,male,SunTrust Robinson Humphrey Capital Markets,"('MCHP', '2019 q2')",0.0
21470,NVDA,2019 q2,4530,0.621634115639603,Mr. David O'Connor,0.7262670391049694,male,Exane BNP Paribas,"('NVDA', '2019 q2')",0.0
21471,QCOM,2019 q2,4530,0.6547716890004318,"T. Michael T. Walkley, CPA",0.2736384398138136,male,Canaccord Genuity,"('QCOM', '2019 q2')",0.008432489121332765
21472,QRVO,2019 q2,4530,0.5831475862211316,"T. Michael T. Walkley, CPA",0.1337608633346939,male,Canaccord Genuity,"('QRVO', '2019 q2')",0.00616827296713988
21473,SWKS,2019 q2,4530,0.6185556000289618,"T. Michael T. Walkley, CPA",0.1707683876224372,male,Canaccord Genuity,"('SWKS', '2019 q2')",0.004614035598933697
21474,QCOM,2019 q2,4530,0.6547716890004318,Mr. Tal Liani,0.3464288035048148,male,BofA Global Research,"('QCOM', '2019 q2')",0.0
21475,QCOM,2019 q2,4530,0.6547716890004318,Mr. James E. Faucette,0.3375381968298881,male,Morgan Stanley,"('QCOM', '2019 q2')",0.0
21476,QRVO,2019 q2,4530,0.5831475862211316,Mr. Karl F. Ackerman,0.4053502022447519,male,Cowen and Company,"('QRVO', '2019 q2')",0.0
21477,SWKS,2019 q2,4530,0.6185556000289618,Mr. Karl F. Ackerman,0.3243002225337683,male,Cowen and Company,"('SWKS', '2019 q2')",0.0
21478,XLNX,2019 q2,4530,0.5950773573697198,Ms. Alessandra Vecchi,0.2106915943394719,female,William Blair & Company,"('XLNX', '2019 q2')",0.010301618836820126
21479,ADI,2019 q3,4530,0.703714381219603,Mr. C.J. Muse,0.5192113964508591,male,EVERCORE ISI,"('ADI', '2019 q3')",0.0
21480,AMAT,2019 q3,4530,0.55969336079846,Mr. C.J. Muse,0.2337484630345015,male,EVERCORE ISI,"('AMAT', '2019 q3')",0.011534647084772587
21481,INTC,2019 q3,4530,0.6547542892116271,Mr. C.J. Muse,0.5525784872639964,male,EVERCORE ISI,"('INTC', '2019 q3')",0.03333333507180214
21482,KLAC,2019 q3,4530,0.6680967798003077,Mr. C.J. Muse,0.2773724852770284,male,EVERCORE ISI,"('KLAC', '2019 q3')",0.0
21483,LRCX,2019 q3,4530,0.5127683349906003,Mr. C.J. Muse,0.4157646307064693,male,EVERCORE ISI,"('LRCX', '2019 q3')",0.0
21484,QCOM,2019 q3,4530,0.6905465214989297,Mr. C.J. Muse,0.6322824329044405,male,EVERCORE ISI,"('QCOM', '2019 q3')",0.03333333507180214
21485,TXN,2019 q3,4530,0.6885948130910111,Mr. C.J. Muse,0.2531310903728274,male,EVERCORE ISI,"('TXN', '2019 q3')",0.0
21486,XLNX,2019 q3,4530,0.5624797469830622,Mr. C.J. Muse,0.1868105118981701,male,EVERCORE ISI,"('XLNX', '2019 q3')",0.01666666753590107
21487,ADI,2019 q3,4530,0.703714381219603,Mr. Ravindra kulkarni,0.7112380445566877,male,Crispidea,"('ADI', '2019 q3')",0.0
21488,AMD,2019 q3,4530,0.4412286135873685,Mr. Ravindra kulkarni,0.3472485175845091,male,Crispidea,"('AMD', '2019 q3')",0.0
21489,AVGO,2019 q3,4530,0.6613686735300607,Mr. Ravindra kulkarni,0.5029666717129679,male,Crispidea,"('AVGO', '2019 q3')",0.0
21490,INTC,2019 q3,4530,0.6547542892116271,Mr. Ravindra kulkarni,0.4292741277428364,male,Crispidea,"('INTC', '2019 q3')",0.0
21491,NVDA,2019 q3,4530,0.4696508296074756,Mr. Ravindra kulkarni,0.4795807417644694,male,Crispidea,"('NVDA', '2019 q3')",0.0
21492,QCOM,2019 q3,4530,0.6905465214989297,Mr. Ravindra kulkarni,0.7557144896550912,male,Crispidea,"('QCOM', '2019 q3')",0.0
21493,SWKS,2019 q3,4530,0.7069297700734656,Mr. Ravindra kulkarni,0.6761243296658519,male,Crispidea,"('SWKS', '2019 q3')",0.0
21494,TXN,2019 q3,4530,0.6885948130910111,Mr. Ravindra kulkarni,0.6822496102173844,male,Crispidea,"('TXN', '2019 q3')",0.0
21495,ADI,2019 q3,4530,0.703714381219603,Harsh V. Kumar,0.4638739649084958,male,Piper Sandler Companies,"('ADI', '2019 q3')",0.0
21496,AMD,2019 q3,4530,0.4412286135873685,Harsh V. Kumar,0.1404602733405263,male,Piper Sandler Companies,"('AMD', '2019 q3')",0.0
21497,AVGO,2019 q3,4530,0.6613686735300607,Harsh V. Kumar,0.3873001240190961,male,Piper Sandler Companies,"('AVGO', '2019 q3')",0.0
21498,MCHP,2019 q3,4530,0.7549529944962354,Harsh V. Kumar,0.4362746084770632,male,Piper Sandler Companies,"('MCHP', '2019 q3')",0.0
21499,NVDA,2019 q3,4530,0.4696508296074756,Harsh V. Kumar,0.2392166752274962,male,Piper Sandler Companies,"('NVDA', '2019 q3')",0.0
21500,QRVO,2019 q3,4530,0.680244612975798,Harsh V. Kumar,0.4041793297636644,male,Piper Sandler Companies,"('QRVO', '2019 q3')",0.0
21501,SWKS,2019 q3,4530,0.7069297700734656,Harsh V. Kumar,0.3432437511774057,male,Piper Sandler Companies,"('SWKS', '2019 q3')",0.0
21502,ADI,2019 q3,4530,0.703714381219603,"Ms. Angelo Zino, CFA",0.5727241368556988,female,CFRA Equity Research,"('ADI', '2019 q3')",0.0
21503,AMAT,2019 q3,4530,0.55969336079846,"Ms. Angelo Zino, CFA",0.5210373491826404,female,CFRA Equity Research,"('AMAT', '2019 q3')",0.0
21504,AMD,2019 q3,4530,0.4412286135873685,"Ms. Angelo Zino, CFA",0.3207555581372965,female,CFRA Equity Research,"('AMD', '2019 q3')",0.0
21505,AVGO,2019 q3,4530,0.6613686735300607,"Ms. Angelo Zino, CFA",0.7017739165913074,female,CFRA Equity Research,"('AVGO', '2019 q3')",0.0
21506,INTC,2019 q3,4530,0.6547542892116271,"Ms. Angelo Zino, CFA",0.4300357076925489,female,CFRA Equity Research,"('INTC', '2019 q3')",0.0
21507,KLAC,2019 q3,4530,0.6680967798003077,"Ms. Angelo Zino, CFA",0.5583563777874296,female,CFRA Equity Research,"('KLAC', '2019 q3')",0.0
21508,LRCX,2019 q3,4530,0.5127683349906003,"Ms. Angelo Zino, CFA",0.5237865876881511,female,CFRA Equity Research,"('LRCX', '2019 q3')",0.0
21509,MCHP,2019 q3,4530,0.7549529944962354,"Ms. Angelo Zino, CFA",0.6837804332574823,female,CFRA Equity Research,"('MCHP', '2019 q3')",0.0
21510,MXIM,2019 q3,4530,0.6787128933366002,"Ms. Angelo Zino, CFA",0.5249923073490725,female,CFRA Equity Research,"('MXIM', '2019 q3')",0.0
21511,NVDA,2019 q3,4530,0.4696508296074756,"Ms. Angelo Zino, CFA",0.3406053219767834,female,CFRA Equity Research,"('NVDA', '2019 q3')",0.0
21512,QCOM,2019 q3,4530,0.6905465214989297,"Ms. Angelo Zino, CFA",0.5614273867331206,female,CFRA Equity Research,"('QCOM', '2019 q3')",0.009171796962618828
21513,QRVO,2019 q3,4530,0.680244612975798,"Ms. Angelo Zino, CFA",0.5710506288350895,female,CFRA Equity Research,"('QRVO', '2019 q3')",0.0
21514,SWKS,2019 q3,4530,0.7069297700734656,"Ms. Angelo Zino, CFA",0.5705723417963311,female,CFRA Equity Research,"('SWKS', '2019 q3')",0.0
21515,TXN,2019 q3,4530,0.6885948130910111,"Ms. Angelo Zino, CFA",0.6068141981164386,female,CFRA Equity Research,"('TXN', '2019 q3')",0.0
21516,XLNX,2019 q3,4530,0.5624797469830622,"Ms. Angelo Zino, CFA",0.4783565481746992,female,CFRA Equity Research,"('XLNX', '2019 q3')",0.0
21517,ADI,2019 q3,4530,0.703714381219603,Mr. Ross Seymore,0.90501485709219,male,Deutsche Bank,"('ADI', '2019 q3')",0.0
21518,AVGO,2019 q3,4530,0.6613686735300607,Mr. Ross Seymore,0.4710007533689572,male,Deutsche Bank,"('AVGO', '2019 q3')",0.0
21519,INTC,2019 q3,4530,0.6547542892116271,Mr. Ross Seymore,0.6931347806266713,male,Deutsche Bank,"('INTC', '2019 q3')",0.0
21520,MXIM,2019 q3,4530,0.6787128933366002,Mr. Ross Seymore,0.8873251787832134,male,Deutsche Bank,"('MXIM', '2019 q3')",0.0
21521,NVDA,2019 q3,4530,0.4696508296074756,Mr. Ross Seymore,0.855873914082021,male,Deutsche Bank,"('NVDA', '2019 q3')",0.0
21522,QCOM,2019 q3,4530,0.6905465214989297,Mr. Ross Seymore,0.892593802705947,male,Deutsche Bank,"('QCOM', '2019 q3')",0.0
21523,TXN,2019 q3,4530,0.6885948130910111,Mr. Ross Seymore,0.4399958584976384,male,Deutsche Bank,"('TXN', '2019 q3')",0.0
21524,XLNX,2019 q3,4530,0.5624797469830622,Mr. Ross Seymore,0.7237090266953715,male,Deutsche Bank,"('XLNX', '2019 q3')",0.0
21525,ADI,2019 q3,4530,0.703714381219603,Brian Colello,0.5977058859916319,male,"Morningstar, Inc.","('ADI', '2019 q3')",0.0
21526,MCHP,2019 q3,4530,0.7549529944962354,Brian Colello,0.7783126754165186,male,"Morningstar, Inc.","('MCHP', '2019 q3')",0.0
21527,MXIM,2019 q3,4530,0.6787128933366002,Brian Colello,0.5594042490532163,male,"Morningstar, Inc.","('MXIM', '2019 q3')",0.0
21528,QRVO,2019 q3,4530,0.680244612975798,Brian Colello,0.5656711409685642,male,"Morningstar, Inc.","('QRVO', '2019 q3')",0.0
21529,SWKS,2019 q3,4530,0.7069297700734656,Brian Colello,0.5643237893240289,male,"Morningstar, Inc.","('SWKS', '2019 q3')",0.0
21530,TXN,2019 q3,4530,0.6885948130910111,Brian Colello,0.6504520067772916,male,"Morningstar, Inc.","('TXN', '2019 q3')",0.0
21531,ADI,2019 q3,4530,0.703714381219603,Craig M. Hettenbach,0.4156005448609283,male,Morgan Stanley,"('ADI', '2019 q3')",0.013233968988060951
21532,AVGO,2019 q3,4530,0.6613686735300607,Craig M. Hettenbach,0.3787991756118131,male,Morgan Stanley,"('AVGO', '2019 q3')",0.0
21533,QRVO,2019 q3,4530,0.680244612975798,Craig M. Hettenbach,0.5503324869271689,male,Morgan Stanley,"('QRVO', '2019 q3')",0.0
21534,SWKS,2019 q3,4530,0.7069297700734656,Craig M. Hettenbach,0.4495326541113147,male,Morgan Stanley,"('SWKS', '2019 q3')",0.0
21535,AMAT,2019 q3,4530,0.55969336079846,Joseph L. Moore,0.1598319718392751,male,Morgan Stanley,"('AMAT', '2019 q3')",0.0
21536,AMD,2019 q3,4530,0.4412286135873685,Joseph L. Moore,0.14252914698414,male,Morgan Stanley,"('AMD', '2019 q3')",0.0
21537,LRCX,2019 q3,4530,0.5127683349906003,Joseph L. Moore,0.2686471420717944,male,Morgan Stanley,"('LRCX', '2019 q3')",0.0
21538,NVDA,2019 q3,4530,0.4696508296074756,Joseph L. Moore,0.1195402620994909,male,Morgan Stanley,"('NVDA', '2019 q3')",0.0
21539,XLNX,2019 q3,4530,0.5624797469830622,Joseph L. Moore,0.2085813963945575,male,Morgan Stanley,"('XLNX', '2019 q3')",0.00793469324707985
21540,AMAT,2019 q3,4530,0.55969336079846,Mr. Mitch T. Steves,0.2201317863643679,male,RBC Capital Markets,"('AMAT', '2019 q3')",0.0
21541,AMD,2019 q3,4530,0.4412286135873685,Mr. Mitch T. Steves,0.1967489813526859,male,RBC Capital Markets,"('AMD', '2019 q3')",0.017617784440517426
21542,AVGO,2019 q3,4530,0.6613686735300607,Mr. Mitch T. Steves,0.7692588376018983,male,RBC Capital Markets,"('AVGO', '2019 q3')",0.0
21543,LRCX,2019 q3,4530,0.5127683349906003,Mr. Mitch T. Steves,0.1984976966052624,male,RBC Capital Markets,"('LRCX', '2019 q3')",0.01666666753590107
21544,MXIM,2019 q3,4530,0.6787128933366002,Mr. Mitch T. Steves,0.2747377534643564,male,RBC Capital Markets,"('MXIM', '2019 q3')",0.0
21545,NVDA,2019 q3,4530,0.4696508296074756,Mr. Mitch T. Steves,0.0845720212427731,male,RBC Capital Markets,"('NVDA', '2019 q3')",0.0
21546,AMAT,2019 q3,4530,0.55969336079846,Christian D. Schwab,0.3717570877261115,male,Craig Hallum,"('AMAT', '2019 q3')",0.0
21547,AMD,2019 q3,4530,0.4412286135873685,Christian D. Schwab,0.2284902172626142,male,Craig Hallum,"('AMD', '2019 q3')",0.0
21548,AMAT,2019 q3,4530,0.55969336079846,Mr. Abhinav Davuluri,0.5020404829944833,male,"Morningstar, Inc.","('AMAT', '2019 q3')",0.0
21549,AMD,2019 q3,4530,0.4412286135873685,Mr. Abhinav Davuluri,0.392978542213625,male,"Morningstar, Inc.","('AMD', '2019 q3')",0.011111111690600714
21550,AVGO,2019 q3,4530,0.6613686735300607,Mr. Abhinav Davuluri,0.5942675944313544,male,"Morningstar, Inc.","('AVGO', '2019 q3')",0.0
21551,INTC,2019 q3,4530,0.6547542892116271,Mr. Abhinav Davuluri,0.5525784872639964,male,"Morningstar, Inc.","('INTC', '2019 q3')",0.03333333507180214
21552,KLAC,2019 q3,4530,0.6680967798003077,Mr. Abhinav Davuluri,0.571780656277794,male,"Morningstar, Inc.","('KLAC', '2019 q3')",0.0
21553,LRCX,2019 q3,4530,0.5127683349906003,Mr. Abhinav Davuluri,0.5082125416231078,male,"Morningstar, Inc.","('LRCX', '2019 q3')",0.0
21554,NVDA,2019 q3,4530,0.4696508296074756,Mr. Abhinav Davuluri,0.3248390161076142,male,"Morningstar, Inc.","('NVDA', '2019 q3')",0.01666666753590107
21555,QCOM,2019 q3,4530,0.6905465214989297,Mr. Abhinav Davuluri,0.7297110428144947,male,"Morningstar, Inc.","('QCOM', '2019 q3')",0.0
21556,XLNX,2019 q3,4530,0.5624797469830622,Mr. Abhinav Davuluri,0.5621792137644335,male,"Morningstar, Inc.","('XLNX', '2019 q3')",0.0
21557,AMAT,2019 q3,4530,0.55969336079846,Mr. Krish Sankar,0.1739879328995623,male,Cowen and Company,"('AMAT', '2019 q3')",0.0
21558,KLAC,2019 q3,4530,0.6680967798003077,Mr. Krish Sankar,0.2765732481223802,male,Cowen and Company,"('KLAC', '2019 q3')",0.0
21559,AMAT,2019 q3,4530,0.55969336079846,Jerome Ramel,0.6539343851312279,male,Exane BNP Paribas,"('AMAT', '2019 q3')",0.0
21560,INTC,2019 q3,4530,0.6547542892116271,Jerome Ramel,0.5833133394430613,male,Exane BNP Paribas,"('INTC', '2019 q3')",0.0
21561,TXN,2019 q3,4530,0.6885948130910111,Jerome Ramel,0.719592272286508,male,Exane BNP Paribas,"('TXN', '2019 q3')",0.0
21562,AMAT,2019 q3,4530,0.55969336079846,SADIF Research,0.9861310599127407,Not a person,Sadif Analytics Prime,"('AMAT', '2019 q3')",0.9624969959259033
21563,INTC,2019 q3,4530,0.6547542892116271,SADIF Research,0.9314099991139884,Not a person,Sadif Analytics Prime,"('INTC', '2019 q3')",0.9312688708305359
21564,MCHP,2019 q3,4530,0.7549529944962354,SADIF Research,0.9817310032290084,Not a person,Sadif Analytics Prime,"('MCHP', '2019 q3')",0.9417927265167236
21565,MXIM,2019 q3,4530,0.6787128933366002,SADIF Research,0.9533913411535868,Not a person,Sadif Analytics Prime,"('MXIM', '2019 q3')",0.9191787242889404
21566,SWKS,2019 q3,4530,0.7069297700734656,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('SWKS', '2019 q3')",0.9698927402496338
21567,XLNX,2019 q3,4530,0.5624797469830622,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('XLNX', '2019 q3')",0.9706453084945679
21568,AMAT,2019 q3,4530,0.55969336079846,Mr. Vivek Arya,0.3268642698385816,male,BofA Global Research,"('AMAT', '2019 q3')",0.0
21569,INTC,2019 q3,4530,0.6547542892116271,Mr. Vivek Arya,0.3922480044474569,male,BofA Global Research,"('INTC', '2019 q3')",0.0
21570,KLAC,2019 q3,4530,0.6680967798003077,Mr. Vivek Arya,0.5985155609428429,male,BofA Global Research,"('KLAC', '2019 q3')",0.0
21571,LRCX,2019 q3,4530,0.5127683349906003,Mr. Vivek Arya,0.5515307682162334,male,BofA Global Research,"('LRCX', '2019 q3')",0.01785220578312874
21572,NVDA,2019 q3,4530,0.4696508296074756,Mr. Vivek Arya,0.2498217467870637,male,BofA Global Research,"('NVDA', '2019 q3')",0.0
21573,TXN,2019 q3,4530,0.6885948130910111,Mr. Vivek Arya,0.6486163749206559,male,BofA Global Research,"('TXN', '2019 q3')",0.013481464236974716
21574,XLNX,2019 q3,4530,0.5624797469830622,Mr. Vivek Arya,0.369970703592434,male,BofA Global Research,"('XLNX', '2019 q3')",0.0
21575,AMD,2019 q3,4530,0.4412286135873685,Christopher Rolland,0.507995233018055,male,Susquehanna Financial Group LLLP,"('AMD', '2019 q3')",0.0
21576,AVGO,2019 q3,4530,0.6613686735300607,Christopher Rolland,0.7621434768610302,male,Susquehanna Financial Group LLLP,"('AVGO', '2019 q3')",0.015368906781077385
21577,INTC,2019 q3,4530,0.6547542892116271,Christopher Rolland,0.7470436570701764,male,Susquehanna Financial Group LLLP,"('INTC', '2019 q3')",0.0
21578,MCHP,2019 q3,4530,0.7549529944962354,Christopher Rolland,0.9068638642399433,male,Susquehanna Financial Group LLLP,"('MCHP', '2019 q3')",0.0
21579,MXIM,2019 q3,4530,0.6787128933366002,Christopher Rolland,0.719025064065789,male,Susquehanna Financial Group LLLP,"('MXIM', '2019 q3')",0.0
21580,NVDA,2019 q3,4530,0.4696508296074756,Christopher Rolland,0.8880803908376743,male,Susquehanna Financial Group LLLP,"('NVDA', '2019 q3')",0.0
21581,QCOM,2019 q3,4530,0.6905465214989297,Christopher Rolland,0.8149037819576015,male,Susquehanna Financial Group LLLP,"('QCOM', '2019 q3')",0.0
21582,QRVO,2019 q3,4530,0.680244612975798,Christopher Rolland,0.7883510857261139,male,Susquehanna Financial Group LLLP,"('QRVO', '2019 q3')",0.0
21583,TXN,2019 q3,4530,0.6885948130910111,Christopher Rolland,0.8019547920162872,male,Susquehanna Financial Group LLLP,"('TXN', '2019 q3')",0.0
21584,XLNX,2019 q3,4530,0.5624797469830622,Christopher Rolland,0.7320616790051849,male,Susquehanna Financial Group LLLP,"('XLNX', '2019 q3')",0.0
21585,AMD,2019 q3,4530,0.4412286135873685,Mr. Matthew D. Ramsay,0.0655989072063367,male,Cowen and Company,"('AMD', '2019 q3')",0.0
21586,AVGO,2019 q3,4530,0.6613686735300607,Mr. Matthew D. Ramsay,0.2454312591025723,male,Cowen and Company,"('AVGO', '2019 q3')",0.0
21587,INTC,2019 q3,4530,0.6547542892116271,Mr. Matthew D. Ramsay,0.188494051592028,male,Cowen and Company,"('INTC', '2019 q3')",0.0
21588,MCHP,2019 q3,4530,0.7549529944962354,Mr. Matthew D. Ramsay,0.4346535729529701,male,Cowen and Company,"('MCHP', '2019 q3')",0.0
21589,MXIM,2019 q3,4530,0.6787128933366002,Mr. Matthew D. Ramsay,0.2261932838576286,male,Cowen and Company,"('MXIM', '2019 q3')",0.0
21590,NVDA,2019 q3,4530,0.4696508296074756,Mr. Matthew D. Ramsay,0.0741330369943892,male,Cowen and Company,"('NVDA', '2019 q3')",0.0
21591,QCOM,2019 q3,4530,0.6905465214989297,Mr. Matthew D. Ramsay,0.2864067254426421,male,Cowen and Company,"('QCOM', '2019 q3')",0.018907319754362106
21592,AMD,2019 q3,4530,0.4412286135873685,Mr. Christopher A. Jacobson,0.8367093701901933,male,Susquehanna Financial Group LLLP,"('AMD', '2019 q3')",0.0
21593,AMD,2019 q3,4530,0.4412286135873685,"Shebly Seyrafi, CFA",0.2372620044155414,male,FBN Securities,"('AMD', '2019 q3')",0.0
21594,NVDA,2019 q3,4530,0.4696508296074756,"Shebly Seyrafi, CFA",0.1110756617405931,male,FBN Securities,"('NVDA', '2019 q3')",0.0
21595,AMD,2019 q3,4530,0.4412286135873685,Mr. Chaim Siegel,0.6662411854049849,male,Elazar Advisors,"('AMD', '2019 q3')",0.09605101868510246
21596,AMD,2019 q3,4530,0.4412286135873685,Ms. Vedvati Shrotre,0.088528362617196,female,Jefferies,"('AMD', '2019 q3')",0.0
21597,AVGO,2019 q3,4530,0.6613686735300607,Ms. Vedvati Shrotre,0.5434926867912673,female,Jefferies,"('AVGO', '2019 q3')",0.0
21598,AMD,2019 q3,4530,0.4412286135873685,Mr. John W. Pitzer,0.1778951335263611,male,Credit Suisse,"('AMD', '2019 q3')",0.0
21599,KLAC,2019 q3,4530,0.6680967798003077,Mr. John W. Pitzer,0.4734458961778121,male,Credit Suisse,"('KLAC', '2019 q3')",0.0
21600,MXIM,2019 q3,4530,0.6787128933366002,Mr. John W. Pitzer,0.4415938795478356,male,Credit Suisse,"('MXIM', '2019 q3')",0.0
21601,XLNX,2019 q3,4530,0.5624797469830622,Mr. John W. Pitzer,0.1334148573533238,male,Credit Suisse,"('XLNX', '2019 q3')",0.0
21602,AMD,2019 q3,4530,0.4412286135873685,Gus Richard,0.1744597989462683,male,Northland Securities,"('AMD', '2019 q3')",0.0
21603,INTC,2019 q3,4530,0.6547542892116271,Gus Richard,0.2199278340745143,male,Northland Securities,"('INTC', '2019 q3')",0.0082935756072402
21604,AMD,2019 q3,4530,0.4412286135873685,Mr. Ruben Roy,0.0728220199559024,male,The Benchmark Company LLC,"('AMD', '2019 q3')",0.0
21605,INTC,2019 q3,4530,0.6547542892116271,Mr. Ruben Roy,0.2574068111526,male,The Benchmark Company LLC,"('INTC', '2019 q3')",0.0
21606,MXIM,2019 q3,4530,0.6787128933366002,Mr. Ruben Roy,0.3047765200053899,male,The Benchmark Company LLC,"('MXIM', '2019 q3')",0.0
21607,QRVO,2019 q3,4530,0.680244612975798,Mr. Ruben Roy,0.2899748504166934,male,The Benchmark Company LLC,"('QRVO', '2019 q3')",0.0
21608,XLNX,2019 q3,4530,0.5624797469830622,Mr. Ruben Roy,0.1864651782419645,male,The Benchmark Company LLC,"('XLNX', '2019 q3')",0.0
21609,AVGO,2019 q3,4530,0.6613686735300607,Shaul Eyal,0.3236109236652353,male,"Oppenheimer & Co., Inc.","('AVGO', '2019 q3')",0.0
21610,AVGO,2019 q3,4530,0.6613686735300607,Ms. Shejal Ajmera,0.4222375659815778,female,Crispidea,"('AVGO', '2019 q3')",0.01259665284305811
21611,AVGO,2019 q3,4530,0.6613686735300607,Mr. Anthony J. Stoss,0.3454265372235071,male,Craig Hallum,"('AVGO', '2019 q3')",0.0
21612,QRVO,2019 q3,4530,0.680244612975798,Mr. Anthony J. Stoss,0.2532696804169298,male,Craig Hallum,"('QRVO', '2019 q3')",0.0
21613,INTC,2019 q3,4530,0.6547542892116271,"Mr. Suji Desilva, CFA",0.2382633118648234,male,"Roth Capital Partners, Inc.","('INTC', '2019 q3')",0.0
21614,INTC,2019 q3,4530,0.6547542892116271,Acquisdata Research Team,0.6229198912252791,Not a person,Acquisdata,"('INTC', '2019 q3')",0.0
21615,INTC,2019 q3,4530,0.6547542892116271,Mr. Blayne Curtis,0.334530056807954,male,Barclays,"('INTC', '2019 q3')",0.0
21616,NVDA,2019 q3,4530,0.4696508296074756,Mr. Blayne Curtis,0.2596531767240441,male,Barclays,"('NVDA', '2019 q3')",0.0
21617,QCOM,2019 q3,4530,0.6905465214989297,Mr. Blayne Curtis,0.3847520854825435,male,Barclays,"('QCOM', '2019 q3')",0.030818888917565346
21618,QRVO,2019 q3,4530,0.680244612975798,Mr. Blayne Curtis,0.6181826518129426,male,Barclays,"('QRVO', '2019 q3')",0.0
21619,TXN,2019 q3,4530,0.6885948130910111,Mr. Blayne Curtis,0.3330112414230119,male,Barclays,"('TXN', '2019 q3')",0.039654362946748734
21620,XLNX,2019 q3,4530,0.5624797469830622,Mr. Blayne Curtis,0.1808853960839646,male,Barclays,"('XLNX', '2019 q3')",0.0
21621,KLAC,2019 q3,4530,0.6680967798003077,Mehdi Hosseini,0.7442735169157755,male,Susquehanna Financial Group LLLP,"('KLAC', '2019 q3')",0.0
21622,KLAC,2019 q3,4530,0.6680967798003077,"Mr. Sidney Ho, CFA",0.871838727118487,male,Deutsche Bank,"('KLAC', '2019 q3')",0.0
21623,LRCX,2019 q3,4530,0.5127683349906003,"Mr. Sidney Ho, CFA",0.3899060607293773,male,Deutsche Bank,"('LRCX', '2019 q3')",0.0
21624,MCHP,2019 q3,4530,0.7549529944962354,"Ms. Natalia Winkler, CFA",0.3604203906259255,female,Jefferies,"('MCHP', '2019 q3')",0.0
21625,TXN,2019 q3,4530,0.6885948130910111,"Ms. Natalia Winkler, CFA",0.3254034631274105,female,Jefferies,"('TXN', '2019 q3')",0.0
21626,MU,2019 q3,4530,0.0,Research Department,,Not a person,Trefis,"('MU', '2019 q3')",0.0
21627,NVDA,2019 q3,4530,0.4696508296074756,"Mr. William S. Stein, CFA",0.2610507433802496,male,SunTrust Robinson Humphrey Capital Markets,"('NVDA', '2019 q3')",0.049311574548482895
21628,XLNX,2019 q3,4530,0.5624797469830622,"Mr. William S. Stein, CFA",0.1823217176539512,male,SunTrust Robinson Humphrey Capital Markets,"('XLNX', '2019 q3')",0.0
21629,NVDA,2019 q3,4530,0.4696508296074756,"Richard C. Shannon, IV",0.1080975985793405,male,Craig Hallum,"('NVDA', '2019 q3')",0.02796626277267933
21630,QCOM,2019 q3,4530,0.6905465214989297,Mr. James E. Faucette,0.2759180979119641,male,Morgan Stanley,"('QCOM', '2019 q3')",0.01728094182908535
21631,QCOM,2019 q3,4530,0.6905465214989297,Mr. Tal Liani,0.3133032440837289,male,BofA Global Research,"('QCOM', '2019 q3')",0.0
21632,QCOM,2019 q3,4530,0.6905465214989297,"T. Michael T. Walkley, CPA",0.280161591735072,male,Canaccord Genuity,"('QCOM', '2019 q3')",0.0
21633,QRVO,2019 q3,4530,0.680244612975798,"T. Michael T. Walkley, CPA",0.677516409408702,male,Canaccord Genuity,"('QRVO', '2019 q3')",0.03333333507180214
21634,SWKS,2019 q3,4530,0.7069297700734656,"T. Michael T. Walkley, CPA",0.3288084487880814,male,Canaccord Genuity,"('SWKS', '2019 q3')",0.0
21635,QRVO,2019 q3,4530,0.680244612975798,Mr. Karl F. Ackerman,0.6685262032114311,male,Cowen and Company,"('QRVO', '2019 q3')",0.0
21636,SWKS,2019 q3,4530,0.7069297700734656,Mr. Greg Palm,0.7542480389851929,male,Craig Hallum,"('SWKS', '2019 q3')",0.04596514254808426
21637,XLNX,2019 q3,4530,0.5624797469830622,Ms. Alessandra Vecchi,0.2189192315521397,female,William Blair & Company,"('XLNX', '2019 q3')",0.0
21638,ADI,2019 q4,4530,0.6414959336381045,Brian Colello,0.6580314129656595,male,"Morningstar, Inc.","('ADI', '2019 q4')",0.0
21639,MCHP,2019 q4,4530,0.6595247774821924,Brian Colello,0.7024423906027368,male,"Morningstar, Inc.","('MCHP', '2019 q4')",0.0
21640,MXIM,2019 q4,4530,0.6715197966434581,Brian Colello,0.6058674639411322,male,"Morningstar, Inc.","('MXIM', '2019 q4')",0.0
21641,QRVO,2019 q4,4530,0.625919989946003,Brian Colello,0.5396078211450465,male,"Morningstar, Inc.","('QRVO', '2019 q4')",0.0
21642,SWKS,2019 q4,4530,0.5098025913186338,Brian Colello,0.5104632158030501,male,"Morningstar, Inc.","('SWKS', '2019 q4')",0.0
21643,TXN,2019 q4,4530,0.8298702048745269,Brian Colello,0.7129953901473458,male,"Morningstar, Inc.","('TXN', '2019 q4')",0.0
21644,ADI,2019 q4,4530,0.6414959336381045,Craig M. Hettenbach,0.3272665098107493,male,Morgan Stanley,"('ADI', '2019 q4')",0.014050032943487167
21645,AVGO,2019 q4,4530,0.6439119523493679,Craig M. Hettenbach,0.5139871185035813,male,Morgan Stanley,"('AVGO', '2019 q4')",0.005052836922307809
21646,QRVO,2019 q4,4530,0.625919989946003,Craig M. Hettenbach,0.454810873502851,male,Morgan Stanley,"('QRVO', '2019 q4')",0.0
21647,SWKS,2019 q4,4530,0.5098025913186338,Craig M. Hettenbach,0.3737975716655227,male,Morgan Stanley,"('SWKS', '2019 q4')",0.0
21648,ADI,2019 q4,4530,0.6414959336381045,Ms. Vedvati Shrotre,0.2713199305249433,female,Jefferies,"('ADI', '2019 q4')",0.015491443686187267
21649,AMD,2019 q4,4530,0.4080030142240827,Ms. Vedvati Shrotre,0.0717673530697593,female,Jefferies,"('AMD', '2019 q4')",0.0
21650,XLNX,2019 q4,4530,0.6720183387067342,Ms. Vedvati Shrotre,0.2457991418708575,female,Jefferies,"('XLNX', '2019 q4')",0.0
21651,ADI,2019 q4,4530,0.6414959336381045,Mr. Ravindra kulkarni,0.7346559095175242,male,Crispidea,"('ADI', '2019 q4')",0.0
21652,AMD,2019 q4,4530,0.4080030142240827,Mr. Ravindra kulkarni,0.3997132640151832,male,Crispidea,"('AMD', '2019 q4')",0.0
21653,INTC,2019 q4,4530,0.587102708735122,Mr. Ravindra kulkarni,0.5071419489819309,male,Crispidea,"('INTC', '2019 q4')",0.0
21654,NVDA,2019 q4,4530,0.4793552508578841,Mr. Ravindra kulkarni,0.4752854052739565,male,Crispidea,"('NVDA', '2019 q4')",0.0
21655,ADI,2019 q4,4530,0.6414959336381045,"Ms. Angelo Zino, CFA",0.5605794744202864,female,CFRA Equity Research,"('ADI', '2019 q4')",0.0
21656,AMAT,2019 q4,4530,0.5453551265892361,"Ms. Angelo Zino, CFA",0.4777537352663948,female,CFRA Equity Research,"('AMAT', '2019 q4')",0.0
21657,AMD,2019 q4,4530,0.4080030142240827,"Ms. Angelo Zino, CFA",0.3395409285821672,female,CFRA Equity Research,"('AMD', '2019 q4')",0.0
21658,AVGO,2019 q4,4530,0.6439119523493679,"Ms. Angelo Zino, CFA",0.6614789820517272,female,CFRA Equity Research,"('AVGO', '2019 q4')",0.0
21659,INTC,2019 q4,4530,0.587102708735122,"Ms. Angelo Zino, CFA",0.3856565061587651,female,CFRA Equity Research,"('INTC', '2019 q4')",0.0
21660,KLAC,2019 q4,4530,0.6911391431754149,"Ms. Angelo Zino, CFA",0.5892376455187125,female,CFRA Equity Research,"('KLAC', '2019 q4')",0.0
21661,LRCX,2019 q4,4530,0.5320823639671358,"Ms. Angelo Zino, CFA",0.4961796151415656,female,CFRA Equity Research,"('LRCX', '2019 q4')",0.0
21662,MCHP,2019 q4,4530,0.6595247774821924,"Ms. Angelo Zino, CFA",0.6056568040210503,female,CFRA Equity Research,"('MCHP', '2019 q4')",0.0
21663,MXIM,2019 q4,4530,0.6715197966434581,"Ms. Angelo Zino, CFA",0.5537770206400954,female,CFRA Equity Research,"('MXIM', '2019 q4')",0.0
21664,NVDA,2019 q4,4530,0.4793552508578841,"Ms. Angelo Zino, CFA",0.3576997159253332,female,CFRA Equity Research,"('NVDA', '2019 q4')",0.0
21665,QCOM,2019 q4,4530,0.6535316532969415,"Ms. Angelo Zino, CFA",0.6161204106983968,female,CFRA Equity Research,"('QCOM', '2019 q4')",0.012212475761771202
21666,QRVO,2019 q4,4530,0.625919989946003,"Ms. Angelo Zino, CFA",0.5516198864415112,female,CFRA Equity Research,"('QRVO', '2019 q4')",0.0
21667,SWKS,2019 q4,4530,0.5098025913186338,"Ms. Angelo Zino, CFA",0.488198123566381,female,CFRA Equity Research,"('SWKS', '2019 q4')",0.0
21668,TXN,2019 q4,4530,0.8298702048745269,"Ms. Angelo Zino, CFA",0.7013041945485399,female,CFRA Equity Research,"('TXN', '2019 q4')",0.0
21669,XLNX,2019 q4,4530,0.6720183387067342,"Ms. Angelo Zino, CFA",0.5818680164988206,female,CFRA Equity Research,"('XLNX', '2019 q4')",0.0
21670,ADI,2019 q4,4530,0.6414959336381045,Mr. Vivek Arya,0.3287452719683531,male,BofA Global Research,"('ADI', '2019 q4')",0.0
21671,AMAT,2019 q4,4530,0.5453551265892361,Mr. Vivek Arya,0.3047482067629088,male,BofA Global Research,"('AMAT', '2019 q4')",0.0
21672,AMD,2019 q4,4530,0.4080030142240827,Mr. Vivek Arya,0.1591280626169218,male,BofA Global Research,"('AMD', '2019 q4')",0.0
21673,AVGO,2019 q4,4530,0.6439119523493679,Mr. Vivek Arya,0.429712518489437,male,BofA Global Research,"('AVGO', '2019 q4')",0.0
21674,INTC,2019 q4,4530,0.587102708735122,Mr. Vivek Arya,0.3580356540176503,male,BofA Global Research,"('INTC', '2019 q4')",0.0
21675,KLAC,2019 q4,4530,0.6911391431754149,Mr. Vivek Arya,0.474547004915532,male,BofA Global Research,"('KLAC', '2019 q4')",0.0
21676,LRCX,2019 q4,4530,0.5320823639671358,Mr. Vivek Arya,0.3671456586335052,male,BofA Global Research,"('LRCX', '2019 q4')",0.0
21677,MCHP,2019 q4,4530,0.6595247774821924,Mr. Vivek Arya,0.4272368515326152,male,BofA Global Research,"('MCHP', '2019 q4')",0.006158738397061825
21678,MXIM,2019 q4,4530,0.6715197966434581,Mr. Vivek Arya,0.6538673350631647,male,BofA Global Research,"('MXIM', '2019 q4')",0.0
21679,NVDA,2019 q4,4530,0.4793552508578841,Mr. Vivek Arya,0.2291980233422997,male,BofA Global Research,"('NVDA', '2019 q4')",0.0
21680,QRVO,2019 q4,4530,0.625919989946003,Mr. Vivek Arya,0.2517624971551876,male,BofA Global Research,"('QRVO', '2019 q4')",0.0
21681,SWKS,2019 q4,4530,0.5098025913186338,Mr. Vivek Arya,0.4803676285830876,male,BofA Global Research,"('SWKS', '2019 q4')",0.0
21682,XLNX,2019 q4,4530,0.6720183387067342,Mr. Vivek Arya,0.4503702468262002,male,BofA Global Research,"('XLNX', '2019 q4')",0.0
21683,ADI,2019 q4,4530,0.6414959336381045,Harsh V. Kumar,0.4657291579769571,male,Piper Sandler Companies,"('ADI', '2019 q4')",0.0
21684,AMD,2019 q4,4530,0.4080030142240827,Harsh V. Kumar,0.2102216576611318,male,Piper Sandler Companies,"('AMD', '2019 q4')",0.0
21685,AVGO,2019 q4,4530,0.6439119523493679,Harsh V. Kumar,0.2371833605485634,male,Piper Sandler Companies,"('AVGO', '2019 q4')",0.0
21686,NVDA,2019 q4,4530,0.4793552508578841,Harsh V. Kumar,0.2228151985494087,male,Piper Sandler Companies,"('NVDA', '2019 q4')",0.0
21687,QRVO,2019 q4,4530,0.625919989946003,Harsh V. Kumar,0.3348700954650625,male,Piper Sandler Companies,"('QRVO', '2019 q4')",0.0
21688,SWKS,2019 q4,4530,0.5098025913186338,Harsh V. Kumar,0.2440709260198653,male,Piper Sandler Companies,"('SWKS', '2019 q4')",0.0
21689,ADI,2019 q4,4530,0.6414959336381045,Mr. Mitch T. Steves,0.2861495045846777,male,RBC Capital Markets,"('ADI', '2019 q4')",0.018511909991502762
21690,AMAT,2019 q4,4530,0.5453551265892361,Mr. Mitch T. Steves,0.257839527413948,male,RBC Capital Markets,"('AMAT', '2019 q4')",0.0
21691,AMD,2019 q4,4530,0.4080030142240827,Mr. Mitch T. Steves,0.1115924977543738,male,RBC Capital Markets,"('AMD', '2019 q4')",0.007021723547950387
21692,INTC,2019 q4,4530,0.587102708735122,Mr. Mitch T. Steves,0.1686150661420255,male,RBC Capital Markets,"('INTC', '2019 q4')",0.0
21693,LRCX,2019 q4,4530,0.5320823639671358,Mr. Mitch T. Steves,0.2309128285270885,male,RBC Capital Markets,"('LRCX', '2019 q4')",0.0
21694,MXIM,2019 q4,4530,0.6715197966434581,Mr. Mitch T. Steves,0.2750760551831469,male,RBC Capital Markets,"('MXIM', '2019 q4')",0.0
21695,NVDA,2019 q4,4530,0.4793552508578841,Mr. Mitch T. Steves,0.1426275915701637,male,RBC Capital Markets,"('NVDA', '2019 q4')",0.0
21696,ADI,2019 q4,4530,0.6414959336381045,Mr. Ross Seymore,0.9164181525393348,male,Deutsche Bank,"('ADI', '2019 q4')",0.0
21697,AMD,2019 q4,4530,0.4080030142240827,Mr. Ross Seymore,0.2462978316699447,male,Deutsche Bank,"('AMD', '2019 q4')",0.0
21698,AVGO,2019 q4,4530,0.6439119523493679,Mr. Ross Seymore,0.81441167742094,male,Deutsche Bank,"('AVGO', '2019 q4')",0.0
21699,INTC,2019 q4,4530,0.587102708735122,Mr. Ross Seymore,0.8515451561409011,male,Deutsche Bank,"('INTC', '2019 q4')",0.0
21700,MXIM,2019 q4,4530,0.6715197966434581,Mr. Ross Seymore,0.2779596322519952,male,Deutsche Bank,"('MXIM', '2019 q4')",0.016540423035621643
21701,NVDA,2019 q4,4530,0.4793552508578841,Mr. Ross Seymore,0.808619128865168,male,Deutsche Bank,"('NVDA', '2019 q4')",0.0
21702,QCOM,2019 q4,4530,0.6535316532969415,Mr. Ross Seymore,0.4025662905517052,male,Deutsche Bank,"('QCOM', '2019 q4')",0.0
21703,TXN,2019 q4,4530,0.8298702048745269,Mr. Ross Seymore,0.8953862158538238,male,Deutsche Bank,"('TXN', '2019 q4')",0.0
21704,XLNX,2019 q4,4530,0.6720183387067342,Mr. Ross Seymore,0.6940297548450268,male,Deutsche Bank,"('XLNX', '2019 q4')",0.0
21705,AMAT,2019 q4,4530,0.5453551265892361,Mr. Krish Sankar,0.1411997826948651,male,Cowen and Company,"('AMAT', '2019 q4')",0.0
21706,KLAC,2019 q4,4530,0.6911391431754149,Mr. Krish Sankar,0.319344404603349,male,Cowen and Company,"('KLAC', '2019 q4')",0.0
21707,LRCX,2019 q4,4530,0.5320823639671358,Mr. Krish Sankar,0.1808591074846068,male,Cowen and Company,"('LRCX', '2019 q4')",0.0
21708,AMAT,2019 q4,4530,0.5453551265892361,Mr. Abhinav Davuluri,0.4696772317295385,male,"Morningstar, Inc.","('AMAT', '2019 q4')",0.0
21709,AMD,2019 q4,4530,0.4080030142240827,Mr. Abhinav Davuluri,0.4903469434825648,male,"Morningstar, Inc.","('AMD', '2019 q4')",0.011111111690600714
21710,AVGO,2019 q4,4530,0.6439119523493679,Mr. Abhinav Davuluri,0.5776978949222644,male,"Morningstar, Inc.","('AVGO', '2019 q4')",0.0
21711,INTC,2019 q4,4530,0.587102708735122,Mr. Abhinav Davuluri,0.3654348641784923,male,"Morningstar, Inc.","('INTC', '2019 q4')",0.0
21712,KLAC,2019 q4,4530,0.6911391431754149,Mr. Abhinav Davuluri,0.5328260640385382,male,"Morningstar, Inc.","('KLAC', '2019 q4')",0.0
21713,LRCX,2019 q4,4530,0.5320823639671358,Mr. Abhinav Davuluri,0.4493429860662755,male,"Morningstar, Inc.","('LRCX', '2019 q4')",0.011111111690600714
21714,NVDA,2019 q4,4530,0.4793552508578841,Mr. Abhinav Davuluri,0.6327579684008726,male,"Morningstar, Inc.","('NVDA', '2019 q4')",0.03333333507180214
21715,QCOM,2019 q4,4530,0.6535316532969415,Mr. Abhinav Davuluri,0.6455905254883608,male,"Morningstar, Inc.","('QCOM', '2019 q4')",0.0
21716,XLNX,2019 q4,4530,0.6720183387067342,Mr. Abhinav Davuluri,0.8562709600049084,male,"Morningstar, Inc.","('XLNX', '2019 q4')",0.0
21717,AMAT,2019 q4,4530,0.5453551265892361,Christian D. Schwab,0.2644788275863866,male,Craig Hallum,"('AMAT', '2019 q4')",0.0
21718,AMD,2019 q4,4530,0.4080030142240827,Christian D. Schwab,0.148356293404464,male,Craig Hallum,"('AMD', '2019 q4')",0.0
21719,AMAT,2019 q4,4530,0.5453551265892361,SADIF Research,0.9858121687202364,Not a person,Sadif Analytics Prime,"('AMAT', '2019 q4')",0.9620712399482727
21720,INTC,2019 q4,4530,0.587102708735122,SADIF Research,0.971753169488838,Not a person,Sadif Analytics Prime,"('INTC', '2019 q4')",0.9468586444854736
21721,MXIM,2019 q4,4530,0.6715197966434581,SADIF Research,0.9574616611699984,Not a person,Sadif Analytics Prime,"('MXIM', '2019 q4')",0.920581042766571
21722,QCOM,2019 q4,4530,0.6535316532969415,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('QCOM', '2019 q4')",0.9761113524436951
21723,QRVO,2019 q4,4530,0.625919989946003,SADIF Research,0.9948990498217228,Not a person,Sadif Analytics Prime,"('QRVO', '2019 q4')",0.9785435199737549
21724,AMAT,2019 q4,4530,0.5453551265892361,"Mr. Sidney Ho, CFA",0.8378669666300035,male,Deutsche Bank,"('AMAT', '2019 q4')",0.0
21725,KLAC,2019 q4,4530,0.6911391431754149,"Mr. Sidney Ho, CFA",0.8635504464590322,male,Deutsche Bank,"('KLAC', '2019 q4')",0.0
21726,LRCX,2019 q4,4530,0.5320823639671358,"Mr. Sidney Ho, CFA",0.873346431455002,male,Deutsche Bank,"('LRCX', '2019 q4')",0.0
21727,MU,2019 q4,4530,0.5739324724376602,"Mr. Sidney Ho, CFA",0.7812155166926521,male,Deutsche Bank,"('MU', '2019 q4')",0.0
21728,AMAT,2019 q4,4530,0.5453551265892361,Mr. Joseph M. Quatrochi,0.1296804111873954,male,"Wells Fargo Securities, LLC","('AMAT', '2019 q4')",0.0
21729,AMAT,2019 q4,4530,0.5453551265892361,Mr. C.J. Muse,0.1424002018924988,male,EVERCORE ISI,"('AMAT', '2019 q4')",0.0
21730,AVGO,2019 q4,4530,0.6439119523493679,Mr. C.J. Muse,0.2802421983051716,male,EVERCORE ISI,"('AVGO', '2019 q4')",0.0
21731,INTC,2019 q4,4530,0.587102708735122,Mr. C.J. Muse,0.245297674056383,male,EVERCORE ISI,"('INTC', '2019 q4')",0.0
21732,KLAC,2019 q4,4530,0.6911391431754149,Mr. C.J. Muse,0.5445259401613618,male,EVERCORE ISI,"('KLAC', '2019 q4')",0.0
21733,NVDA,2019 q4,4530,0.4793552508578841,Mr. C.J. Muse,0.6327579684008726,male,EVERCORE ISI,"('NVDA', '2019 q4')",0.03333333507180214
21734,QCOM,2019 q4,4530,0.6535316532969415,Mr. C.J. Muse,0.2545437153987575,male,EVERCORE ISI,"('QCOM', '2019 q4')",0.0
21735,TXN,2019 q4,4530,0.8298702048745269,Mr. C.J. Muse,0.5605887918198992,male,EVERCORE ISI,"('TXN', '2019 q4')",0.0
21736,AMAT,2019 q4,4530,0.5453551265892361,Mr. John W. Pitzer,0.1913432277906513,male,Credit Suisse,"('AMAT', '2019 q4')",0.0
21737,AMD,2019 q4,4530,0.4080030142240827,Mr. John W. Pitzer,0.1319661796023396,male,Credit Suisse,"('AMD', '2019 q4')",0.0
21738,AVGO,2019 q4,4530,0.6439119523493679,Mr. John W. Pitzer,0.7010512770940276,male,Credit Suisse,"('AVGO', '2019 q4')",0.0
21739,XLNX,2019 q4,4530,0.6720183387067342,Mr. John W. Pitzer,0.2395093567057055,male,Credit Suisse,"('XLNX', '2019 q4')",0.0
21740,AMAT,2019 q4,4530,0.5453551265892361,Joseph L. Moore,0.1484845862875789,male,Morgan Stanley,"('AMAT', '2019 q4')",0.0
21741,AMD,2019 q4,4530,0.4080030142240827,Joseph L. Moore,0.1526283269808739,male,Morgan Stanley,"('AMD', '2019 q4')",0.0
21742,LRCX,2019 q4,4530,0.5320823639671358,Joseph L. Moore,0.2870925295724322,male,Morgan Stanley,"('LRCX', '2019 q4')",0.0
21743,NVDA,2019 q4,4530,0.4793552508578841,Joseph L. Moore,0.1878408356865113,male,Morgan Stanley,"('NVDA', '2019 q4')",0.0
21744,XLNX,2019 q4,4530,0.6720183387067342,Joseph L. Moore,0.3215025605479142,male,Morgan Stanley,"('XLNX', '2019 q4')",0.008565337397158146
21745,AMAT,2019 q4,4530,0.5453551265892361,Jerome Ramel,0.7187011461414552,male,Exane BNP Paribas,"('AMAT', '2019 q4')",0.0
21746,AMD,2019 q4,4530,0.4080030142240827,Jerome Ramel,0.1291498150609711,male,Exane BNP Paribas,"('AMD', '2019 q4')",0.0
21747,QCOM,2019 q4,4530,0.6535316532969415,Jerome Ramel,0.7836339624992819,male,Exane BNP Paribas,"('QCOM', '2019 q4')",0.0
21748,TXN,2019 q4,4530,0.8298702048745269,Jerome Ramel,0.8356840164958934,male,Exane BNP Paribas,"('TXN', '2019 q4')",0.0
21749,AMAT,2019 q4,4530,0.5453551265892361,Mehdi Hosseini,0.2101989292682826,male,Susquehanna Financial Group LLLP,"('AMAT', '2019 q4')",0.0
21750,KLAC,2019 q4,4530,0.6911391431754149,Mehdi Hosseini,0.9006496318320903,male,Susquehanna Financial Group LLLP,"('KLAC', '2019 q4')",0.0
21751,MU,2019 q4,4530,0.5739324724376602,Mehdi Hosseini,0.8023616587700935,male,Susquehanna Financial Group LLLP,"('MU', '2019 q4')",0.01745147444307804
21752,AMD,2019 q4,4530,0.4080030142240827,Mr. Matthew D. Ramsay,0.0646417185820301,male,Cowen and Company,"('AMD', '2019 q4')",0.0
21753,AVGO,2019 q4,4530,0.6439119523493679,Mr. Matthew D. Ramsay,0.2045377202941841,male,Cowen and Company,"('AVGO', '2019 q4')",0.0
21754,INTC,2019 q4,4530,0.587102708735122,Mr. Matthew D. Ramsay,0.1216080409282754,male,Cowen and Company,"('INTC', '2019 q4')",0.0
21755,MCHP,2019 q4,4530,0.6595247774821924,Mr. Matthew D. Ramsay,0.3178634553910374,male,Cowen and Company,"('MCHP', '2019 q4')",0.0
21756,MXIM,2019 q4,4530,0.6715197966434581,Mr. Matthew D. Ramsay,0.2151818291451397,male,Cowen and Company,"('MXIM', '2019 q4')",0.0
21757,NVDA,2019 q4,4530,0.4793552508578841,Mr. Matthew D. Ramsay,0.0789177601288435,male,Cowen and Company,"('NVDA', '2019 q4')",0.0
21758,QCOM,2019 q4,4530,0.6535316532969415,Mr. Matthew D. Ramsay,0.1848139268367971,male,Cowen and Company,"('QCOM', '2019 q4')",0.013528573326766491
21759,AMD,2019 q4,4530,0.4080030142240827,Christopher Rolland,0.7933160631899177,male,Susquehanna Financial Group LLLP,"('AMD', '2019 q4')",0.0
21760,AVGO,2019 q4,4530,0.6439119523493679,Christopher Rolland,0.7027788096110216,male,Susquehanna Financial Group LLLP,"('AVGO', '2019 q4')",0.0
21761,INTC,2019 q4,4530,0.587102708735122,Christopher Rolland,0.7747492742352264,male,Susquehanna Financial Group LLLP,"('INTC', '2019 q4')",0.0
21762,MCHP,2019 q4,4530,0.6595247774821924,Christopher Rolland,0.9248289490347958,male,Susquehanna Financial Group LLLP,"('MCHP', '2019 q4')",0.0
21763,MXIM,2019 q4,4530,0.6715197966434581,Christopher Rolland,0.8325895714290518,male,Susquehanna Financial Group LLLP,"('MXIM', '2019 q4')",0.0
21764,QCOM,2019 q4,4530,0.6535316532969415,Christopher Rolland,0.7980263977385376,male,Susquehanna Financial Group LLLP,"('QCOM', '2019 q4')",0.01666666753590107
21765,QRVO,2019 q4,4530,0.625919989946003,Christopher Rolland,0.8106318345642832,male,Susquehanna Financial Group LLLP,"('QRVO', '2019 q4')",0.0
21766,SWKS,2019 q4,4530,0.5098025913186338,Christopher Rolland,0.8926746237544586,male,Susquehanna Financial Group LLLP,"('SWKS', '2019 q4')",0.0
21767,TXN,2019 q4,4530,0.8298702048745269,Christopher Rolland,0.8714501284091987,male,Susquehanna Financial Group LLLP,"('TXN', '2019 q4')",0.0
21768,XLNX,2019 q4,4530,0.6720183387067342,Christopher Rolland,0.7170856069818364,male,Susquehanna Financial Group LLLP,"('XLNX', '2019 q4')",0.0
21769,AMD,2019 q4,4530,0.4080030142240827,Gus Richard,0.1499994711957463,male,Northland Securities,"('AMD', '2019 q4')",0.03986548259854317
21770,INTC,2019 q4,4530,0.587102708735122,Gus Richard,0.2002750774594958,male,Northland Securities,"('INTC', '2019 q4')",0.0
21771,AMD,2019 q4,4530,0.4080030142240827,Mr. Matthew S. Bryson,0.51566082234891,male,Wedbush Securities Inc.,"('AMD', '2019 q4')",0.0
21772,MU,2019 q4,4530,0.5739324724376602,Mr. Matthew S. Bryson,0.3117338731274872,male,Wedbush Securities Inc.,"('MU', '2019 q4')",0.0
21773,AMD,2019 q4,4530,0.4080030142240827,"Shebly Seyrafi, CFA",0.2369421040090292,male,FBN Securities,"('AMD', '2019 q4')",0.0
21774,NVDA,2019 q4,4530,0.4793552508578841,"Shebly Seyrafi, CFA",0.2227308139362887,male,FBN Securities,"('NVDA', '2019 q4')",0.01697714254260063
21775,AMD,2019 q4,4530,0.4080030142240827,Mr. Ruben Roy,0.3077622019451925,male,The Benchmark Company LLC,"('AMD', '2019 q4')",0.0
21776,INTC,2019 q4,4530,0.587102708735122,Mr. Ruben Roy,0.2382486404579456,male,The Benchmark Company LLC,"('INTC', '2019 q4')",0.0
21777,MXIM,2019 q4,4530,0.6715197966434581,Mr. Ruben Roy,0.4503267031625215,male,The Benchmark Company LLC,"('MXIM', '2019 q4')",0.0
21778,NVDA,2019 q4,4530,0.4793552508578841,Mr. Ruben Roy,0.1317101928986515,male,The Benchmark Company LLC,"('NVDA', '2019 q4')",0.0
21779,QRVO,2019 q4,4530,0.625919989946003,Mr. Ruben Roy,0.3911486752593913,male,The Benchmark Company LLC,"('QRVO', '2019 q4')",0.0
21780,SWKS,2019 q4,4530,0.5098025913186338,Mr. Ruben Roy,0.3471913873662741,male,The Benchmark Company LLC,"('SWKS', '2019 q4')",0.0
21781,XLNX,2019 q4,4530,0.6720183387067342,Mr. Ruben Roy,0.4198346263199362,male,The Benchmark Company LLC,"('XLNX', '2019 q4')",0.0
21782,AVGO,2019 q4,4530,0.6439119523493679,Mr. Anthony J. Stoss,0.2522868924240992,male,Craig Hallum,"('AVGO', '2019 q4')",0.0
21783,QRVO,2019 q4,4530,0.625919989946003,Mr. Anthony J. Stoss,0.1898339505331508,male,Craig Hallum,"('QRVO', '2019 q4')",0.0
21784,SWKS,2019 q4,4530,0.5098025913186338,Mr. Anthony J. Stoss,0.1524758448608581,male,Craig Hallum,"('SWKS', '2019 q4')",0.0
21785,AVGO,2019 q4,4530,0.6439119523493679,Mr. Blayne Curtis,0.4290785957404536,male,Barclays,"('AVGO', '2019 q4')",0.019932130351662636
21786,INTC,2019 q4,4530,0.587102708735122,Mr. Blayne Curtis,0.2311759206358764,male,Barclays,"('INTC', '2019 q4')",0.0
21787,NVDA,2019 q4,4530,0.4793552508578841,Mr. Blayne Curtis,0.2154886523799439,male,Barclays,"('NVDA', '2019 q4')",0.0
21788,QCOM,2019 q4,4530,0.6535316532969415,Mr. Blayne Curtis,0.3082282004530791,male,Barclays,"('QCOM', '2019 q4')",0.0
21789,QRVO,2019 q4,4530,0.625919989946003,Mr. Blayne Curtis,0.4851707955495072,male,Barclays,"('QRVO', '2019 q4')",0.0
21790,SWKS,2019 q4,4530,0.5098025913186338,Mr. Blayne Curtis,0.1893457722592008,male,Barclays,"('SWKS', '2019 q4')",0.023228533565998077
21791,INTC,2019 q4,4530,0.587102708735122,Acquisdata Research Team,0.6087816230003207,Not a person,Acquisdata,"('INTC', '2019 q4')",0.0
21792,INTC,2019 q4,4530,0.587102708735122,Kinngai Chan,0.1390658444015176,male,Summit Insights Group,"('INTC', '2019 q4')",0.0
21793,KLAC,2019 q4,4530,0.6911391431754149,Tammy Qiu,0.3425734986950359,female,Berenberg,"('KLAC', '2019 q4')",0.0
21794,LRCX,2019 q4,4530,0.5320823639671358,Mr. Hideyuki Maekawa,0.4017948427146683,male,Credit Suisse,"('LRCX', '2019 q4')",0.0
21795,MCHP,2019 q4,4530,0.6595247774821924,Mr. Gary W. Mobley,0.3089773511885819,male,"Wells Fargo Securities, LLC","('MCHP', '2019 q4')",0.0
21796,MCHP,2019 q4,4530,0.6595247774821924,"Ms. Natalia Winkler, CFA",0.3779114529952512,female,Jefferies,"('MCHP', '2019 q4')",0.0
21797,MCHP,2019 q4,4530,0.6595247774821924,"Mr. William S. Stein, CFA",0.6299566271215435,male,SunTrust Robinson Humphrey Capital Markets,"('MCHP', '2019 q4')",0.011927389539778233
21798,MU,2019 q4,4530,0.5739324724376602,Mr. Srini Pajjuri,0.2925378851892289,male,"SMBC Nikko Securities America, Inc.","('MU', '2019 q4')",0.0
21799,NVDA,2019 q4,4530,0.4793552508578841,Mr. Srini Pajjuri,0.1187751907379374,male,"SMBC Nikko Securities America, Inc.","('NVDA', '2019 q4')",0.0
21800,QCOM,2019 q4,4530,0.6535316532969415,Mr. Srini Pajjuri,0.2604247039915664,male,"SMBC Nikko Securities America, Inc.","('QCOM', '2019 q4')",0.0
21801,XLNX,2019 q4,4530,0.6720183387067342,Mr. Srini Pajjuri,0.512462872090161,male,"SMBC Nikko Securities America, Inc.","('XLNX', '2019 q4')",0.0
21802,MU,2019 q4,4530,0.5739324724376602,"Aaron C. Rakers, CFA",0.3034057619255297,male,"Wells Fargo Securities, LLC","('MU', '2019 q4')",0.0
21803,NVDA,2019 q4,4530,0.4793552508578841,"Aaron C. Rakers, CFA",0.2009984552033001,male,"Wells Fargo Securities, LLC","('NVDA', '2019 q4')",0.04360942542552948
21804,MU,2019 q4,4530,0.5739324724376602,"Mr. Simon Woo, CFA",0.4243222113045849,male,BofA Global Research,"('MU', '2019 q4')",0.02649327926337719
21805,MU,2019 q4,4530,0.5739324724376602,"Mr. Deyu(Jeff) Pu, CFA",0.3261036974299619,male,"GF Securities Co., Ltd.","('MU', '2019 q4')",0.0
21806,NVDA,2019 q4,4530,0.4793552508578841,"Richard C. Shannon, IV",0.1301455646509993,male,Craig Hallum,"('NVDA', '2019 q4')",0.04173711594194174
21807,NVDA,2019 q4,4530,0.4793552508578841,Mr. David O'Connor,0.5633641251681673,male,Exane BNP Paribas,"('NVDA', '2019 q4')",0.0
21808,QCOM,2019 q4,4530,0.6535316532969415,Mr. James E. Faucette,0.4595466367377936,male,Morgan Stanley,"('QCOM', '2019 q4')",0.0
21809,QCOM,2019 q4,4530,0.6535316532969415,"T. Michael T. Walkley, CPA",0.2115403986445078,male,Canaccord Genuity,"('QCOM', '2019 q4')",0.0
21810,QRVO,2019 q4,4530,0.625919989946003,"T. Michael T. Walkley, CPA",0.160111649290031,male,Canaccord Genuity,"('QRVO', '2019 q4')",0.011462761089205742
21811,SWKS,2019 q4,4530,0.5098025913186338,"T. Michael T. Walkley, CPA",0.1353249548581743,male,Canaccord Genuity,"('SWKS', '2019 q4')",0.026009585708379745
21812,QCOM,2019 q4,4530,0.6535316532969415,Mr. Tal Liani,0.3798519922831107,male,BofA Global Research,"('QCOM', '2019 q4')",0.0
21813,QRVO,2019 q4,4530,0.625919989946003,Mr. Karl F. Ackerman,0.4062064060776743,male,Cowen and Company,"('QRVO', '2019 q4')",0.0
21814,SWKS,2019 q4,4530,0.5098025913186338,Mr. Karl F. Ackerman,0.1875267939679466,male,Cowen and Company,"('SWKS', '2019 q4')",0.0
21815,XLNX,2019 q4,4530,0.6720183387067342,Ms. Alessandra Vecchi,0.2736275360655352,female,William Blair & Company,"('XLNX', '2019 q4')",0.0
21816,XLNX,2019 q4,4530,0.6720183387067342,Mr. Christopher A. Jacobson,0.8332128209957759,male,Susquehanna Financial Group LLLP,"('XLNX', '2019 q4')",0.09827274456620216
21817,ADI,2020 q1,4530,0.7919328489275238,"Ms. Angelo Zino, CFA",0.6397325744607865,female,CFRA Equity Research,"('ADI', '2020 q1')",0.0
21818,AMAT,2020 q1,4530,0.5886959312835727,"Ms. Angelo Zino, CFA",0.581776911120091,female,CFRA Equity Research,"('AMAT', '2020 q1')",0.0
21819,AMD,2020 q1,4530,0.4171992307127272,"Ms. Angelo Zino, CFA",0.3926948072459298,female,CFRA Equity Research,"('AMD', '2020 q1')",0.0
21820,AVGO,2020 q1,4530,0.6832533232075928,"Ms. Angelo Zino, CFA",0.652560359298126,female,CFRA Equity Research,"('AVGO', '2020 q1')",0.0
21821,INTC,2020 q1,4530,0.5718294340191122,"Ms. Angelo Zino, CFA",0.4445158611034124,female,CFRA Equity Research,"('INTC', '2020 q1')",0.0
21822,KLAC,2020 q1,4530,0.7500175278456959,"Ms. Angelo Zino, CFA",0.6233999003187258,female,CFRA Equity Research,"('KLAC', '2020 q1')",0.0
21823,LRCX,2020 q1,4530,0.6523956604285899,"Ms. Angelo Zino, CFA",0.546568659144701,female,CFRA Equity Research,"('LRCX', '2020 q1')",0.0
21824,MCHP,2020 q1,4530,0.6342955623633475,"Ms. Angelo Zino, CFA",0.682414939289113,female,CFRA Equity Research,"('MCHP', '2020 q1')",0.0
21825,MXIM,2020 q1,4530,0.6242969016321605,"Ms. Angelo Zino, CFA",0.5372896220684124,female,CFRA Equity Research,"('MXIM', '2020 q1')",0.0
21826,NVDA,2020 q1,4530,0.3927145449035313,"Ms. Angelo Zino, CFA",0.4058106031532122,female,CFRA Equity Research,"('NVDA', '2020 q1')",0.0
21827,QCOM,2020 q1,4530,0.499041557869043,"Ms. Angelo Zino, CFA",0.6397441460435723,female,CFRA Equity Research,"('QCOM', '2020 q1')",0.0
21828,QRVO,2020 q1,4530,0.5960969640083569,"Ms. Angelo Zino, CFA",0.5377870379511248,female,CFRA Equity Research,"('QRVO', '2020 q1')",0.0
21829,SWKS,2020 q1,4530,0.5682789257273216,"Ms. Angelo Zino, CFA",0.4838891078711779,female,CFRA Equity Research,"('SWKS', '2020 q1')",0.0
21830,TXN,2020 q1,4530,0.92297791878777,"Ms. Angelo Zino, CFA",0.8171488674169509,female,CFRA Equity Research,"('TXN', '2020 q1')",0.0
21831,XLNX,2020 q1,4530,0.462598943014638,"Ms. Angelo Zino, CFA",0.5441425307240824,female,CFRA Equity Research,"('XLNX', '2020 q1')",0.0
21832,ADI,2020 q1,4530,0.7919328489275238,Mr. Ross Seymore,0.9304136738087418,male,Deutsche Bank,"('ADI', '2020 q1')",0.0
21833,AMD,2020 q1,4530,0.4171992307127272,Mr. Ross Seymore,0.7338134593572416,male,Deutsche Bank,"('AMD', '2020 q1')",0.0
21834,AVGO,2020 q1,4530,0.6832533232075928,Mr. Ross Seymore,0.8911737658515549,male,Deutsche Bank,"('AVGO', '2020 q1')",0.0
21835,INTC,2020 q1,4530,0.5718294340191122,Mr. Ross Seymore,0.8339619618659008,male,Deutsche Bank,"('INTC', '2020 q1')",0.0
21836,MXIM,2020 q1,4530,0.6242969016321605,Mr. Ross Seymore,0.7088227717466187,male,Deutsche Bank,"('MXIM', '2020 q1')",0.0063532134518027306
21837,NVDA,2020 q1,4530,0.3927145449035313,Mr. Ross Seymore,0.3081150165926792,male,Deutsche Bank,"('NVDA', '2020 q1')",0.0
21838,QCOM,2020 q1,4530,0.499041557869043,Mr. Ross Seymore,0.521836065315026,male,Deutsche Bank,"('QCOM', '2020 q1')",0.0
21839,TXN,2020 q1,4530,0.92297791878777,Mr. Ross Seymore,0.946666883995366,male,Deutsche Bank,"('TXN', '2020 q1')",0.01311126770451665
21840,XLNX,2020 q1,4530,0.462598943014638,Mr. Ross Seymore,0.286166833210329,male,Deutsche Bank,"('XLNX', '2020 q1')",0.0
21841,ADI,2020 q1,4530,0.7919328489275238,Craig M. Hettenbach,0.5444075410480055,male,Morgan Stanley,"('ADI', '2020 q1')",0.008333333767950535
21842,AVGO,2020 q1,4530,0.6832533232075928,Craig M. Hettenbach,0.3905686729016779,male,Morgan Stanley,"('AVGO', '2020 q1')",0.0
21843,MCHP,2020 q1,4530,0.6342955623633475,Craig M. Hettenbach,0.4256136647588425,male,Morgan Stanley,"('MCHP', '2020 q1')",0.0
21844,SWKS,2020 q1,4530,0.5682789257273216,Craig M. Hettenbach,0.4150465435200746,male,Morgan Stanley,"('SWKS', '2020 q1')",0.0
21845,ADI,2020 q1,4530,0.7919328489275238,Brian Colello,0.7108154968239515,male,"Morningstar, Inc.","('ADI', '2020 q1')",0.012084730435162783
21846,MCHP,2020 q1,4530,0.6342955623633475,Brian Colello,0.7112714487051087,male,"Morningstar, Inc.","('MCHP', '2020 q1')",0.0
21847,MXIM,2020 q1,4530,0.6242969016321605,Brian Colello,0.5706420656145786,male,"Morningstar, Inc.","('MXIM', '2020 q1')",0.01666666753590107
21848,QRVO,2020 q1,4530,0.5960969640083569,Brian Colello,0.4991409356953165,male,"Morningstar, Inc.","('QRVO', '2020 q1')",0.0
21849,SWKS,2020 q1,4530,0.5682789257273216,Brian Colello,0.5242359287694146,male,"Morningstar, Inc.","('SWKS', '2020 q1')",0.0
21850,TXN,2020 q1,4530,0.92297791878777,Brian Colello,0.8414313849776365,male,"Morningstar, Inc.","('TXN', '2020 q1')",0.0
21851,ADI,2020 q1,4530,0.7919328489275238,Ms. Vedvati Shrotre,0.3854204198742698,female,Jefferies,"('ADI', '2020 q1')",0.01449257880449295
21852,AMD,2020 q1,4530,0.4171992307127272,Ms. Vedvati Shrotre,0.0879338286738562,female,Jefferies,"('AMD', '2020 q1')",0.0
21853,INTC,2020 q1,4530,0.5718294340191122,Ms. Vedvati Shrotre,0.1402683920813911,female,Jefferies,"('INTC', '2020 q1')",0.0
21854,XLNX,2020 q1,4530,0.462598943014638,Ms. Vedvati Shrotre,0.1634076431972136,female,Jefferies,"('XLNX', '2020 q1')",0.0
21855,ADI,2020 q1,4530,0.7919328489275238,Joseph L. Moore,0.6483324263147782,male,Morgan Stanley,"('ADI', '2020 q1')",0.011668975997184004
21856,AMAT,2020 q1,4530,0.5886959312835727,Joseph L. Moore,0.2795807761727249,male,Morgan Stanley,"('AMAT', '2020 q1')",0.0
21857,AMD,2020 q1,4530,0.4171992307127272,Joseph L. Moore,0.2063934038490885,male,Morgan Stanley,"('AMD', '2020 q1')",0.0
21858,KLAC,2020 q1,4530,0.7500175278456959,Joseph L. Moore,0.4429919384009247,male,Morgan Stanley,"('KLAC', '2020 q1')",0.0
21859,LRCX,2020 q1,4530,0.6523956604285899,Joseph L. Moore,0.2830087984012169,male,Morgan Stanley,"('LRCX', '2020 q1')",0.0
21860,MU,2020 q1,4530,0.5307020718748485,Joseph L. Moore,0.3808531296707342,male,Morgan Stanley,"('MU', '2020 q1')",0.0
21861,NVDA,2020 q1,4530,0.3927145449035313,Joseph L. Moore,0.1977042590776281,male,Morgan Stanley,"('NVDA', '2020 q1')",0.0
21862,QCOM,2020 q1,4530,0.499041557869043,Joseph L. Moore,0.3032427935999869,male,Morgan Stanley,"('QCOM', '2020 q1')",0.0
21863,XLNX,2020 q1,4530,0.462598943014638,Joseph L. Moore,0.2226306205636193,male,Morgan Stanley,"('XLNX', '2020 q1')",0.0
21864,ADI,2020 q1,4530,0.7919328489275238,Harsh V. Kumar,0.6661388306194166,male,Piper Sandler Companies,"('ADI', '2020 q1')",0.0
21865,AMD,2020 q1,4530,0.4171992307127272,Harsh V. Kumar,0.1554740527322548,male,Piper Sandler Companies,"('AMD', '2020 q1')",0.0
21866,AVGO,2020 q1,4530,0.6832533232075928,Harsh V. Kumar,0.309312838866005,male,Piper Sandler Companies,"('AVGO', '2020 q1')",0.0
21867,MCHP,2020 q1,4530,0.6342955623633475,Harsh V. Kumar,0.4567520714421496,male,Piper Sandler Companies,"('MCHP', '2020 q1')",0.0
21868,NVDA,2020 q1,4530,0.3927145449035313,Harsh V. Kumar,0.1761976246183981,male,Piper Sandler Companies,"('NVDA', '2020 q1')",0.0
21869,QCOM,2020 q1,4530,0.499041557869043,Harsh V. Kumar,0.367873926635381,male,Piper Sandler Companies,"('QCOM', '2020 q1')",0.0
21870,QRVO,2020 q1,4530,0.5960969640083569,Harsh V. Kumar,0.3930383716585022,male,Piper Sandler Companies,"('QRVO', '2020 q1')",0.0
21871,SWKS,2020 q1,4530,0.5682789257273216,Harsh V. Kumar,0.282497726186424,male,Piper Sandler Companies,"('SWKS', '2020 q1')",0.0
21872,ADI,2020 q1,4530,0.7919328489275238,SADIF Research,0.9774001346734298,Not a person,Sadif Analytics Prime,"('ADI', '2020 q1')",0.9450039267539978
21873,LRCX,2020 q1,4530,0.6523956604285899,SADIF Research,0.9631338801302798,Not a person,Sadif Analytics Prime,"('LRCX', '2020 q1')",0.948980450630188
21874,QRVO,2020 q1,4530,0.5960969640083569,SADIF Research,0.9969423790189186,Not a person,Sadif Analytics Prime,"('QRVO', '2020 q1')",0.9786980748176575
21875,TXN,2020 q1,4530,0.92297791878777,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TXN', '2020 q1')",0.9533959627151489
21876,AMAT,2020 q1,4530,0.5886959312835727,Mr. Joseph M. Quatrochi,0.1976706576185493,male,"Wells Fargo Securities, LLC","('AMAT', '2020 q1')",0.006568429991602898
21877,LRCX,2020 q1,4530,0.6523956604285899,Mr. Joseph M. Quatrochi,0.2539886061140251,male,"Wells Fargo Securities, LLC","('LRCX', '2020 q1')",0.0
21878,AMAT,2020 q1,4530,0.5886959312835727,Mr. Mitch T. Steves,0.1962677321923987,male,RBC Capital Markets,"('AMAT', '2020 q1')",0.0
21879,AMD,2020 q1,4530,0.4171992307127272,Mr. Mitch T. Steves,0.1759778443812374,male,RBC Capital Markets,"('AMD', '2020 q1')",0.01376959557334582
21880,AVGO,2020 q1,4530,0.6832533232075928,Mr. Mitch T. Steves,0.2954771451611058,male,RBC Capital Markets,"('AVGO', '2020 q1')",0.0
21881,LRCX,2020 q1,4530,0.6523956604285899,Mr. Mitch T. Steves,0.2643641010805651,male,RBC Capital Markets,"('LRCX', '2020 q1')",0.0
21882,NVDA,2020 q1,4530,0.3927145449035313,Mr. Mitch T. Steves,0.0721932345510457,male,RBC Capital Markets,"('NVDA', '2020 q1')",0.0
21883,AMAT,2020 q1,4530,0.5886959312835727,Christian D. Schwab,0.4370186059466858,male,Craig Hallum,"('AMAT', '2020 q1')",0.0
21884,AMD,2020 q1,4530,0.4171992307127272,Christian D. Schwab,0.1618471195018999,male,Craig Hallum,"('AMD', '2020 q1')",0.0
21885,AMAT,2020 q1,4530,0.5886959312835727,"Mr. Sidney Ho, CFA",0.8766267442536458,male,Deutsche Bank,"('AMAT', '2020 q1')",0.0
21886,KLAC,2020 q1,4530,0.7500175278456959,"Mr. Sidney Ho, CFA",0.8771665858312487,male,Deutsche Bank,"('KLAC', '2020 q1')",0.0
21887,LRCX,2020 q1,4530,0.6523956604285899,"Mr. Sidney Ho, CFA",0.8652967421127045,male,Deutsche Bank,"('LRCX', '2020 q1')",0.0
21888,AMAT,2020 q1,4530,0.5886959312835727,Mr. Abhinav Davuluri,0.5899154555642979,male,"Morningstar, Inc.","('AMAT', '2020 q1')",0.0
21889,AMD,2020 q1,4530,0.4171992307127272,Mr. Abhinav Davuluri,0.3885866095109602,male,"Morningstar, Inc.","('AMD', '2020 q1')",0.0
21890,AVGO,2020 q1,4530,0.6832533232075928,Mr. Abhinav Davuluri,0.6448545403275112,male,"Morningstar, Inc.","('AVGO', '2020 q1')",0.0
21891,INTC,2020 q1,4530,0.5718294340191122,Mr. Abhinav Davuluri,0.3976173311447757,male,"Morningstar, Inc.","('INTC', '2020 q1')",0.0
21892,KLAC,2020 q1,4530,0.7500175278456959,Mr. Abhinav Davuluri,0.5952359744563458,male,"Morningstar, Inc.","('KLAC', '2020 q1')",0.0
21893,LRCX,2020 q1,4530,0.6523956604285899,Mr. Abhinav Davuluri,0.5282649742437611,male,"Morningstar, Inc.","('LRCX', '2020 q1')",0.0
21894,NVDA,2020 q1,4530,0.3927145449035313,Mr. Abhinav Davuluri,0.3569427175364785,male,"Morningstar, Inc.","('NVDA', '2020 q1')",0.01666666753590107
21895,QCOM,2020 q1,4530,0.499041557869043,Mr. Abhinav Davuluri,0.621323539106717,male,"Morningstar, Inc.","('QCOM', '2020 q1')",0.011111111690600714
21896,XLNX,2020 q1,4530,0.462598943014638,Mr. Abhinav Davuluri,0.6620319504463769,male,"Morningstar, Inc.","('XLNX', '2020 q1')",0.0
21897,AMAT,2020 q1,4530,0.5886959312835727,Mr. Krish Sankar,0.2310703044307744,male,Cowen and Company,"('AMAT', '2020 q1')",0.0
21898,LRCX,2020 q1,4530,0.6523956604285899,Mr. Krish Sankar,0.5008284500972349,male,Cowen and Company,"('LRCX', '2020 q1')",0.0
21899,AMAT,2020 q1,4530,0.5886959312835727,Mr. C.J. Muse,0.6884064573282518,male,EVERCORE ISI,"('AMAT', '2020 q1')",0.03333333507180214
21900,LRCX,2020 q1,4530,0.6523956604285899,Mr. C.J. Muse,0.2534381887964443,male,EVERCORE ISI,"('LRCX', '2020 q1')",0.0
21901,MU,2020 q1,4530,0.5307020718748485,Mr. C.J. Muse,0.7260913780521886,male,EVERCORE ISI,"('MU', '2020 q1')",0.03333333507180214
21902,MXIM,2020 q1,4530,0.6242969016321605,Mr. C.J. Muse,0.3142152819033945,male,EVERCORE ISI,"('MXIM', '2020 q1')",0.0
21903,NVDA,2020 q1,4530,0.3927145449035313,Mr. C.J. Muse,0.1394585138762915,male,EVERCORE ISI,"('NVDA', '2020 q1')",0.0
21904,XLNX,2020 q1,4530,0.462598943014638,Mr. C.J. Muse,0.1206120234415245,male,EVERCORE ISI,"('XLNX', '2020 q1')",0.0
21905,AMAT,2020 q1,4530,0.5886959312835727,Mr. Vivek Arya,0.3589664141621305,male,BofA Global Research,"('AMAT', '2020 q1')",0.0
21906,AMD,2020 q1,4530,0.4171992307127272,Mr. Vivek Arya,0.2893232466887987,male,BofA Global Research,"('AMD', '2020 q1')",0.0
21907,AVGO,2020 q1,4530,0.6832533232075928,Mr. Vivek Arya,0.4179524175658743,male,BofA Global Research,"('AVGO', '2020 q1')",0.0
21908,INTC,2020 q1,4530,0.5718294340191122,Mr. Vivek Arya,0.2913185167072914,male,BofA Global Research,"('INTC', '2020 q1')",0.0
21909,KLAC,2020 q1,4530,0.7500175278456959,Mr. Vivek Arya,0.5308803700064236,male,BofA Global Research,"('KLAC', '2020 q1')",0.0
21910,LRCX,2020 q1,4530,0.6523956604285899,Mr. Vivek Arya,0.3352810340336625,male,BofA Global Research,"('LRCX', '2020 q1')",0.0
21911,MCHP,2020 q1,4530,0.6342955623633475,Mr. Vivek Arya,0.4999630886882529,male,BofA Global Research,"('MCHP', '2020 q1')",0.01455154549330473
21912,MXIM,2020 q1,4530,0.6242969016321605,Mr. Vivek Arya,0.4785979033022353,male,BofA Global Research,"('MXIM', '2020 q1')",0.0
21913,NVDA,2020 q1,4530,0.3927145449035313,Mr. Vivek Arya,0.310322277528751,male,BofA Global Research,"('NVDA', '2020 q1')",0.0
21914,QRVO,2020 q1,4530,0.5960969640083569,Mr. Vivek Arya,0.3048344524114534,male,BofA Global Research,"('QRVO', '2020 q1')",0.0
21915,TXN,2020 q1,4530,0.92297791878777,Mr. Vivek Arya,0.8648371659644642,male,BofA Global Research,"('TXN', '2020 q1')",0.0
21916,AMD,2020 q1,4530,0.4171992307127272,"Aaron C. Rakers, CFA",0.1038283022984985,male,"Wells Fargo Securities, LLC","('AMD', '2020 q1')",0.0
21917,AVGO,2020 q1,4530,0.6832533232075928,"Aaron C. Rakers, CFA",0.352776085040002,male,"Wells Fargo Securities, LLC","('AVGO', '2020 q1')",0.0
21918,NVDA,2020 q1,4530,0.3927145449035313,"Aaron C. Rakers, CFA",0.0903752263265279,male,"Wells Fargo Securities, LLC","('NVDA', '2020 q1')",0.0
21919,XLNX,2020 q1,4530,0.462598943014638,"Aaron C. Rakers, CFA",0.2905972224796319,male,"Wells Fargo Securities, LLC","('XLNX', '2020 q1')",0.0
21920,AMD,2020 q1,4530,0.4171992307127272,Christopher Rolland,0.6245875618819768,male,Susquehanna Financial Group LLLP,"('AMD', '2020 q1')",0.0
21921,AVGO,2020 q1,4530,0.6832533232075928,Christopher Rolland,0.9371219295176176,male,Susquehanna Financial Group LLLP,"('AVGO', '2020 q1')",0.0
21922,INTC,2020 q1,4530,0.5718294340191122,Christopher Rolland,0.7496158538082353,male,Susquehanna Financial Group LLLP,"('INTC', '2020 q1')",0.0
21923,MCHP,2020 q1,4530,0.6342955623633475,Christopher Rolland,0.9442281586595132,male,Susquehanna Financial Group LLLP,"('MCHP', '2020 q1')",0.0
21924,MXIM,2020 q1,4530,0.6242969016321605,Christopher Rolland,0.7783365887804181,male,Susquehanna Financial Group LLLP,"('MXIM', '2020 q1')",0.0
21925,NVDA,2020 q1,4530,0.3927145449035313,Christopher Rolland,0.8292666393637617,male,Susquehanna Financial Group LLLP,"('NVDA', '2020 q1')",0.0
21926,QRVO,2020 q1,4530,0.5960969640083569,Christopher Rolland,0.8287919505633532,male,Susquehanna Financial Group LLLP,"('QRVO', '2020 q1')",0.0
21927,SWKS,2020 q1,4530,0.5682789257273216,Christopher Rolland,0.7747198805292426,male,Susquehanna Financial Group LLLP,"('SWKS', '2020 q1')",0.0
21928,TXN,2020 q1,4530,0.92297791878777,Christopher Rolland,0.939765994806339,male,Susquehanna Financial Group LLLP,"('TXN', '2020 q1')",0.0
21929,XLNX,2020 q1,4530,0.462598943014638,Christopher Rolland,0.7818629258147191,male,Susquehanna Financial Group LLLP,"('XLNX', '2020 q1')",0.0
21930,AMD,2020 q1,4530,0.4171992307127272,Mr. Matthew S. Bryson,0.2349762812030349,male,Wedbush Securities Inc.,"('AMD', '2020 q1')",0.0
21931,AMD,2020 q1,4530,0.4171992307127272,Mr. Ruben Roy,0.1022623704948506,male,The Benchmark Company LLC,"('AMD', '2020 q1')",0.0
21932,INTC,2020 q1,4530,0.5718294340191122,Mr. Ruben Roy,0.3304630792559336,male,The Benchmark Company LLC,"('INTC', '2020 q1')",0.0
21933,MXIM,2020 q1,4530,0.6242969016321605,Mr. Ruben Roy,0.4015185001482002,male,The Benchmark Company LLC,"('MXIM', '2020 q1')",0.0
21934,NVDA,2020 q1,4530,0.3927145449035313,Mr. Ruben Roy,0.1855649222759868,male,The Benchmark Company LLC,"('NVDA', '2020 q1')",0.0
21935,QRVO,2020 q1,4530,0.5960969640083569,Mr. Ruben Roy,0.4524134988248519,male,The Benchmark Company LLC,"('QRVO', '2020 q1')",0.0
21936,SWKS,2020 q1,4530,0.5682789257273216,Mr. Ruben Roy,0.3288501285409706,male,The Benchmark Company LLC,"('SWKS', '2020 q1')",0.009588311426341534
21937,XLNX,2020 q1,4530,0.462598943014638,Mr. Ruben Roy,0.2612695945361444,male,The Benchmark Company LLC,"('XLNX', '2020 q1')",0.0
21938,AMD,2020 q1,4530,0.4171992307127272,Gus Richard,0.1131208220484952,male,Northland Securities,"('AMD', '2020 q1')",0.02180426474660635
21939,AMD,2020 q1,4530,0.4171992307127272,"Shebly Seyrafi, CFA",0.1839939487223372,male,FBN Securities,"('AMD', '2020 q1')",0.0
21940,NVDA,2020 q1,4530,0.3927145449035313,"Shebly Seyrafi, CFA",0.2010201689045982,male,FBN Securities,"('NVDA', '2020 q1')",0.0
21941,AMD,2020 q1,4530,0.4171992307127272,Mr. Matthew D. Ramsay,0.0749921786255885,male,Cowen and Company,"('AMD', '2020 q1')",0.0
21942,AVGO,2020 q1,4530,0.6832533232075928,Mr. Matthew D. Ramsay,0.2150960862695523,male,Cowen and Company,"('AVGO', '2020 q1')",0.0
21943,INTC,2020 q1,4530,0.5718294340191122,Mr. Matthew D. Ramsay,0.1279262737306833,male,Cowen and Company,"('INTC', '2020 q1')",0.0
21944,MCHP,2020 q1,4530,0.6342955623633475,Mr. Matthew D. Ramsay,0.2361061290578027,male,Cowen and Company,"('MCHP', '2020 q1')",0.0
21945,MXIM,2020 q1,4530,0.6242969016321605,Mr. Matthew D. Ramsay,0.2212949224646817,male,Cowen and Company,"('MXIM', '2020 q1')",0.0
21946,NVDA,2020 q1,4530,0.3927145449035313,Mr. Matthew D. Ramsay,0.0488224392655681,male,Cowen and Company,"('NVDA', '2020 q1')",0.0
21947,QCOM,2020 q1,4530,0.499041557869043,Mr. Matthew D. Ramsay,0.1618176257468418,male,Cowen and Company,"('QCOM', '2020 q1')",0.0
21948,XLNX,2020 q1,4530,0.462598943014638,Mr. Matthew D. Ramsay,0.0888661918120813,male,Cowen and Company,"('XLNX', '2020 q1')",0.0
21949,AMD,2020 q1,4530,0.4171992307127272,Jerome Ramel,0.6955149962548003,male,Exane BNP Paribas,"('AMD', '2020 q1')",0.0
21950,INTC,2020 q1,4530,0.5718294340191122,Jerome Ramel,0.7015870845622226,male,Exane BNP Paribas,"('INTC', '2020 q1')",0.012757566757500172
21951,TXN,2020 q1,4530,0.92297791878777,Jerome Ramel,0.8003398843571002,male,Exane BNP Paribas,"('TXN', '2020 q1')",0.0
21952,AMD,2020 q1,4530,0.4171992307127272,Kinngai Chan,0.0868647825780443,male,Summit Insights Group,"('AMD', '2020 q1')",0.0
21953,QRVO,2020 q1,4530,0.5960969640083569,Kinngai Chan,0.1684722220287358,male,Summit Insights Group,"('QRVO', '2020 q1')",0.0
21954,AMD,2020 q1,4530,0.4171992307127272,Mr. Ravindra kulkarni,0.3062377178679884,male,Crispidea,"('AMD', '2020 q1')",0.0
21955,AVGO,2020 q1,4530,0.6832533232075928,Mr. Ravindra kulkarni,0.5977697833386547,male,Crispidea,"('AVGO', '2020 q1')",0.010580824688076973
21956,INTC,2020 q1,4530,0.5718294340191122,Mr. Ravindra kulkarni,0.4874170387124528,male,Crispidea,"('INTC', '2020 q1')",0.0
21957,LRCX,2020 q1,4530,0.6523956604285899,Mr. Ravindra kulkarni,0.5627210026126389,male,Crispidea,"('LRCX', '2020 q1')",0.0
21958,NVDA,2020 q1,4530,0.3927145449035313,Mr. Ravindra kulkarni,0.5564701602934936,male,Crispidea,"('NVDA', '2020 q1')",0.0
21959,TXN,2020 q1,4530,0.92297791878777,Mr. Ravindra kulkarni,0.7455904194190177,male,Crispidea,"('TXN', '2020 q1')",0.0
21960,AMD,2020 q1,4530,0.4171992307127272,Mr. John W. Pitzer,0.1238858366452691,male,Credit Suisse,"('AMD', '2020 q1')",0.0
21961,INTC,2020 q1,4530,0.5718294340191122,Mr. John W. Pitzer,0.1961826499218581,male,Credit Suisse,"('INTC', '2020 q1')",0.0
21962,XLNX,2020 q1,4530,0.462598943014638,Mr. John W. Pitzer,0.1673846591283652,male,Credit Suisse,"('XLNX', '2020 q1')",0.0
21963,AVGO,2020 q1,4530,0.6832533232075928,Mr. Blayne Curtis,0.5751247038212038,male,Barclays,"('AVGO', '2020 q1')",0.012724805623292923
21964,INTC,2020 q1,4530,0.5718294340191122,Mr. Blayne Curtis,0.3277153544159591,male,Barclays,"('INTC', '2020 q1')",0.0
21965,INTC,2020 q1,4530,0.5718294340191122,"Mr. Ashok Kumar, CFA",0.2312142291267438,male,ThinkEquity,"('INTC', '2020 q1')",0.0
21966,INTC,2020 q1,4530,0.5718294340191122,"Mr. Suji Desilva, CFA",0.1479846830818099,male,"Roth Capital Partners, Inc.","('INTC', '2020 q1')",0.0
21967,INTC,2020 q1,4530,0.5718294340191122,Mr. Edison Lee,0.6001194224791336,male,Jefferies,"('INTC', '2020 q1')",0.0
21968,INTC,2020 q1,4530,0.5718294340191122,Mr. Srini Pajjuri,0.3242873885004588,male,"SMBC Nikko Securities America, Inc.","('INTC', '2020 q1')",0.0
21969,NVDA,2020 q1,4530,0.3927145449035313,Mr. Srini Pajjuri,0.0589218709800688,male,"SMBC Nikko Securities America, Inc.","('NVDA', '2020 q1')",0.0
21970,QCOM,2020 q1,4530,0.499041557869043,Mr. Srini Pajjuri,0.2832031477354602,male,"SMBC Nikko Securities America, Inc.","('QCOM', '2020 q1')",0.0
21971,QRVO,2020 q1,4530,0.5960969640083569,Mr. Srini Pajjuri,0.3672379044195037,male,"SMBC Nikko Securities America, Inc.","('QRVO', '2020 q1')",0.0
21972,XLNX,2020 q1,4530,0.462598943014638,Mr. Srini Pajjuri,0.2308102954090994,male,"SMBC Nikko Securities America, Inc.","('XLNX', '2020 q1')",0.0
21973,KLAC,2020 q1,4530,0.7500175278456959,Romeo Alvarez,0.7108319039414315,male,William O'Neil + Co.,"('KLAC', '2020 q1')",0.03333333507180214
21974,KLAC,2020 q1,4530,0.7500175278456959,Mehdi Hosseini,0.7855228512736331,male,Susquehanna Financial Group LLLP,"('KLAC', '2020 q1')",0.0
21975,LRCX,2020 q1,4530,0.6523956604285899,Heng Siong Kong,0.5408948924986381,male,Nomura,"('LRCX', '2020 q1')",0.02592793107032776
21976,MCHP,2020 q1,4530,0.6342955623633475,Mr. Gary W. Mobley,0.2809350489667858,male,"Wells Fargo Securities, LLC","('MCHP', '2020 q1')",0.01666666753590107
21977,QRVO,2020 q1,4530,0.5960969640083569,Mr. Gary W. Mobley,0.298786712205677,male,"Wells Fargo Securities, LLC","('QRVO', '2020 q1')",0.015316333621740341
21978,SWKS,2020 q1,4530,0.5682789257273216,Mr. Gary W. Mobley,0.3513850073742555,male,"Wells Fargo Securities, LLC","('SWKS', '2020 q1')",0.014652705751359463
21979,MCHP,2020 q1,4530,0.6342955623633475,"Ms. Natalia Winkler, CFA",0.2419904002997041,female,Jefferies,"('MCHP', '2020 q1')",0.0
21980,MU,2020 q1,4530,0.5307020718748485,Mr. Karl F. Ackerman,0.3854971286382582,male,Cowen and Company,"('MU', '2020 q1')",0.0
21981,QRVO,2020 q1,4530,0.5960969640083569,Mr. Karl F. Ackerman,0.4252212977059751,male,Cowen and Company,"('QRVO', '2020 q1')",0.0
21982,SWKS,2020 q1,4530,0.5682789257273216,Mr. Karl F. Ackerman,0.7300854193585145,male,Cowen and Company,"('SWKS', '2020 q1')",0.011111111690600714
21983,NVDA,2020 q1,4530,0.3927145449035313,"Richard C. Shannon, IV",0.0744362260108254,male,Craig Hallum,"('NVDA', '2020 q1')",0.03780152928084135
21984,QCOM,2020 q1,4530,0.499041557869043,Mr. Tal Liani,0.303281754542261,male,BofA Global Research,"('QCOM', '2020 q1')",0.0
21985,QCOM,2020 q1,4530,0.499041557869043,"T. Michael T. Walkley, CPA",0.1331356831954275,male,Canaccord Genuity,"('QCOM', '2020 q1')",0.01447485201060772
21986,QRVO,2020 q1,4530,0.5960969640083569,"T. Michael T. Walkley, CPA",0.1342630438130824,male,Canaccord Genuity,"('QRVO', '2020 q1')",0.02968154987320304
21987,SWKS,2020 q1,4530,0.5682789257273216,"T. Michael T. Walkley, CPA",0.1601540028918389,male,Canaccord Genuity,"('SWKS', '2020 q1')",0.0
21988,QRVO,2020 q1,4530,0.5960969640083569,Mr. Anthony J. Stoss,0.1749604355647911,male,Craig Hallum,"('QRVO', '2020 q1')",0.011819700400034586
21989,SWKS,2020 q1,4530,0.5682789257273216,Mr. Anthony J. Stoss,0.2001710405294574,male,Craig Hallum,"('SWKS', '2020 q1')",0.013222201416889826
21990,ADI,2020 q2,4530,0.635962279506703,Joseph L. Moore,0.4608618437554241,male,Morgan Stanley,"('ADI', '2020 q2')",0.011422490701079369
21991,AMAT,2020 q2,4530,0.6458323016342615,Joseph L. Moore,0.2337092099416908,male,Morgan Stanley,"('AMAT', '2020 q2')",0.0
21992,AMD,2020 q2,4530,0.5691234157824796,Joseph L. Moore,0.252315423064932,male,Morgan Stanley,"('AMD', '2020 q2')",0.0
21993,KLAC,2020 q2,4530,0.6367585350151214,Joseph L. Moore,0.3113793601676864,male,Morgan Stanley,"('KLAC', '2020 q2')",0.01615578681230545
21994,LRCX,2020 q2,4530,0.6296834382137468,Joseph L. Moore,0.2970451503874706,male,Morgan Stanley,"('LRCX', '2020 q2')",0.0
21995,NVDA,2020 q2,4530,0.4535053363463585,Joseph L. Moore,0.2436275782254694,male,Morgan Stanley,"('NVDA', '2020 q2')",0.0
21996,QCOM,2020 q2,4530,0.5305799083665934,Joseph L. Moore,0.3151578547648712,male,Morgan Stanley,"('QCOM', '2020 q2')",0.0
21997,XLNX,2020 q2,4530,0.5554963012570756,Joseph L. Moore,0.2490637224743205,male,Morgan Stanley,"('XLNX', '2020 q2')",0.0
21998,ADI,2020 q2,4530,0.635962279506703,Mr. Ross Seymore,0.9030360084996092,male,Deutsche Bank,"('ADI', '2020 q2')",0.0
21999,AMD,2020 q2,4530,0.5691234157824796,Mr. Ross Seymore,0.7005192017334654,male,Deutsche Bank,"('AMD', '2020 q2')",0.0
22000,AVGO,2020 q2,4530,0.941992943522624,Mr. Ross Seymore,0.96901855458313,male,Deutsche Bank,"('AVGO', '2020 q2')",0.0
22001,INTC,2020 q2,4530,0.7005440084423362,Mr. Ross Seymore,0.8402173125197149,male,Deutsche Bank,"('INTC', '2020 q2')",0.0
22002,MXIM,2020 q2,4530,0.8427078762513716,Mr. Ross Seymore,0.8923886365219271,male,Deutsche Bank,"('MXIM', '2020 q2')",0.0
22003,NVDA,2020 q2,4530,0.4535053363463585,Mr. Ross Seymore,0.792374414334977,male,Deutsche Bank,"('NVDA', '2020 q2')",0.0
22004,QCOM,2020 q2,4530,0.5305799083665934,Mr. Ross Seymore,0.8588285977884137,male,Deutsche Bank,"('QCOM', '2020 q2')",0.0
22005,TXN,2020 q2,4530,0.7206889000323469,Mr. Ross Seymore,0.5579622601661696,male,Deutsche Bank,"('TXN', '2020 q2')",0.010468769818544388
22006,XLNX,2020 q2,4530,0.5554963012570756,Mr. Ross Seymore,0.7038815379043296,male,Deutsche Bank,"('XLNX', '2020 q2')",0.0
22007,ADI,2020 q2,4530,0.635962279506703,"Ms. Angelo Zino, CFA",0.5979131999102506,female,CFRA Equity Research,"('ADI', '2020 q2')",0.0
22008,AMAT,2020 q2,4530,0.6458323016342615,"Ms. Angelo Zino, CFA",0.6208877012089992,female,CFRA Equity Research,"('AMAT', '2020 q2')",0.0
22009,AMD,2020 q2,4530,0.5691234157824796,"Ms. Angelo Zino, CFA",0.4567271345987555,female,CFRA Equity Research,"('AMD', '2020 q2')",0.0
22010,INTC,2020 q2,4530,0.7005440084423362,"Ms. Angelo Zino, CFA",0.5074066150816555,female,CFRA Equity Research,"('INTC', '2020 q2')",0.0
22011,KLAC,2020 q2,4530,0.6367585350151214,"Ms. Angelo Zino, CFA",0.5770839345939219,female,CFRA Equity Research,"('KLAC', '2020 q2')",0.0
22012,LRCX,2020 q2,4530,0.6296834382137468,"Ms. Angelo Zino, CFA",0.5991445018666886,female,CFRA Equity Research,"('LRCX', '2020 q2')",0.0
22013,MCHP,2020 q2,4530,0.6625390058120436,"Ms. Angelo Zino, CFA",0.7258678429971128,female,CFRA Equity Research,"('MCHP', '2020 q2')",0.0
22014,MXIM,2020 q2,4530,0.8427078762513716,"Ms. Angelo Zino, CFA",0.7111063901654432,female,CFRA Equity Research,"('MXIM', '2020 q2')",0.0
22015,NVDA,2020 q2,4530,0.4535053363463585,"Ms. Angelo Zino, CFA",0.3950314716420686,female,CFRA Equity Research,"('NVDA', '2020 q2')",0.0
22016,QCOM,2020 q2,4530,0.5305799083665934,"Ms. Angelo Zino, CFA",0.5974908077574237,female,CFRA Equity Research,"('QCOM', '2020 q2')",0.0
22017,QRVO,2020 q2,4530,0.4791671435729252,"Ms. Angelo Zino, CFA",0.5291021764408804,female,CFRA Equity Research,"('QRVO', '2020 q2')",0.0
22018,SWKS,2020 q2,4530,0.6709878571725565,"Ms. Angelo Zino, CFA",0.5801659960522965,female,CFRA Equity Research,"('SWKS', '2020 q2')",0.0
22019,TXN,2020 q2,4530,0.7206889000323469,"Ms. Angelo Zino, CFA",0.7543827175990016,female,CFRA Equity Research,"('TXN', '2020 q2')",0.0
22020,XLNX,2020 q2,4530,0.5554963012570756,"Ms. Angelo Zino, CFA",0.6159473787107044,female,CFRA Equity Research,"('XLNX', '2020 q2')",0.0
22021,ADI,2020 q2,4530,0.635962279506703,Mr. C.J. Muse,0.300978521814325,male,EVERCORE ISI,"('ADI', '2020 q2')",0.01666666753590107
22022,AMAT,2020 q2,4530,0.6458323016342615,Mr. C.J. Muse,0.6001764546420246,male,EVERCORE ISI,"('AMAT', '2020 q2')",0.0
22023,INTC,2020 q2,4530,0.7005440084423362,Mr. C.J. Muse,0.65067682744103,male,EVERCORE ISI,"('INTC', '2020 q2')",0.03333333507180214
22024,KLAC,2020 q2,4530,0.6367585350151214,Mr. C.J. Muse,0.3759641816382177,male,EVERCORE ISI,"('KLAC', '2020 q2')",0.0
22025,NVDA,2020 q2,4530,0.4535053363463585,Mr. C.J. Muse,0.1363355431935017,male,EVERCORE ISI,"('NVDA', '2020 q2')",0.0
22026,ADI,2020 q2,4530,0.635962279506703,Brian Colello,0.6140053109537692,male,"Morningstar, Inc.","('ADI', '2020 q2')",0.0
22027,MCHP,2020 q2,4530,0.6625390058120436,Brian Colello,0.6844613230976906,male,"Morningstar, Inc.","('MCHP', '2020 q2')",0.008333333767950535
22028,MXIM,2020 q2,4530,0.8427078762513716,Brian Colello,0.8169834092090544,male,"Morningstar, Inc.","('MXIM', '2020 q2')",0.0
22029,QRVO,2020 q2,4530,0.4791671435729252,Brian Colello,0.5154464180013751,male,"Morningstar, Inc.","('QRVO', '2020 q2')",0.0
22030,SWKS,2020 q2,4530,0.6709878571725565,Brian Colello,0.5899450217014782,male,"Morningstar, Inc.","('SWKS', '2020 q2')",0.0
22031,TXN,2020 q2,4530,0.7206889000323469,Brian Colello,0.7256180605622933,male,"Morningstar, Inc.","('TXN', '2020 q2')",0.0
22032,ADI,2020 q2,4530,0.635962279506703,Mr. Mitch T. Steves,0.2199997875696032,male,RBC Capital Markets,"('ADI', '2020 q2')",0.0
22033,LRCX,2020 q2,4530,0.6296834382137468,Mr. Mitch T. Steves,0.2353876681032566,male,RBC Capital Markets,"('LRCX', '2020 q2')",0.0
22034,NVDA,2020 q2,4530,0.4535053363463585,Mr. Mitch T. Steves,0.0798231354029507,male,RBC Capital Markets,"('NVDA', '2020 q2')",0.0
22035,QCOM,2020 q2,4530,0.5305799083665934,Mr. Mitch T. Steves,0.2134323788104538,male,RBC Capital Markets,"('QCOM', '2020 q2')",0.0
22036,ADI,2020 q2,4530,0.635962279506703,"Mr. William S. Stein, CFA",0.1674107841288459,male,SunTrust Robinson Humphrey Capital Markets,"('ADI', '2020 q2')",0.018933214247226715
22037,NVDA,2020 q2,4530,0.4535053363463585,"Mr. William S. Stein, CFA",0.126863988394498,male,SunTrust Robinson Humphrey Capital Markets,"('NVDA', '2020 q2')",0.012759922072291374
22038,ADI,2020 q2,4530,0.635962279506703,Craig M. Hettenbach,0.4216451886364885,male,Morgan Stanley,"('ADI', '2020 q2')",0.0
22039,ADI,2020 q2,4530,0.635962279506703,Mr. Vivek Arya,0.4408768874084683,male,BofA Global Research,"('ADI', '2020 q2')",0.0
22040,AMAT,2020 q2,4530,0.6458323016342615,Mr. Vivek Arya,0.3347707439446437,male,BofA Global Research,"('AMAT', '2020 q2')",0.0
22041,AMD,2020 q2,4530,0.5691234157824796,Mr. Vivek Arya,0.3022047684334315,male,BofA Global Research,"('AMD', '2020 q2')",0.0
22042,INTC,2020 q2,4530,0.7005440084423362,Mr. Vivek Arya,0.4724482336314277,male,BofA Global Research,"('INTC', '2020 q2')",0.0
22043,LRCX,2020 q2,4530,0.6296834382137468,Mr. Vivek Arya,0.3808443033998561,male,BofA Global Research,"('LRCX', '2020 q2')",0.0
22044,NVDA,2020 q2,4530,0.4535053363463585,Mr. Vivek Arya,0.335033701644907,male,BofA Global Research,"('NVDA', '2020 q2')",0.0
22045,QRVO,2020 q2,4530,0.4791671435729252,Mr. Vivek Arya,0.3422302564030677,male,BofA Global Research,"('QRVO', '2020 q2')",0.0
22046,SWKS,2020 q2,4530,0.6709878571725565,Mr. Vivek Arya,0.4231047977075431,male,BofA Global Research,"('SWKS', '2020 q2')",0.0
22047,TXN,2020 q2,4530,0.7206889000323469,Mr. Vivek Arya,0.5071541285314608,male,BofA Global Research,"('TXN', '2020 q2')",0.0
22048,ADI,2020 q2,4530,0.635962279506703,Mr. Ravindra kulkarni,0.6455245161466587,male,Crispidea,"('ADI', '2020 q2')",0.0
22049,AVGO,2020 q2,4530,0.941992943522624,Mr. Ravindra kulkarni,0.9246132661394147,male,Crispidea,"('AVGO', '2020 q2')",0.0
22050,INTC,2020 q2,4530,0.7005440084423362,Mr. Ravindra kulkarni,0.4512908662397394,male,Crispidea,"('INTC', '2020 q2')",0.0
22051,LRCX,2020 q2,4530,0.6296834382137468,Mr. Ravindra kulkarni,0.5416253636994057,male,Crispidea,"('LRCX', '2020 q2')",0.022178471088409424
22052,SWKS,2020 q2,4530,0.6709878571725565,Mr. Ravindra kulkarni,0.755742724827269,male,Crispidea,"('SWKS', '2020 q2')",0.0
22053,TXN,2020 q2,4530,0.7206889000323469,Mr. Ravindra kulkarni,0.6401867736596046,male,Crispidea,"('TXN', '2020 q2')",0.0
22054,ADI,2020 q2,4530,0.635962279506703,Harsh V. Kumar,0.5339135708831264,male,Piper Sandler Companies,"('ADI', '2020 q2')",0.0
22055,AMD,2020 q2,4530,0.5691234157824796,Harsh V. Kumar,0.2343847031746437,male,Piper Sandler Companies,"('AMD', '2020 q2')",0.0
22056,MCHP,2020 q2,4530,0.6625390058120436,Harsh V. Kumar,0.4915007835067728,male,Piper Sandler Companies,"('MCHP', '2020 q2')",0.0
22057,NVDA,2020 q2,4530,0.4535053363463585,Harsh V. Kumar,0.1652415886364466,male,Piper Sandler Companies,"('NVDA', '2020 q2')",0.0
22058,QCOM,2020 q2,4530,0.5305799083665934,Harsh V. Kumar,0.4298138101158332,male,Piper Sandler Companies,"('QCOM', '2020 q2')",0.0
22059,QRVO,2020 q2,4530,0.4791671435729252,Harsh V. Kumar,0.359784990545306,male,Piper Sandler Companies,"('QRVO', '2020 q2')",0.0
22060,SWKS,2020 q2,4530,0.6709878571725565,Harsh V. Kumar,0.3508940935848759,male,Piper Sandler Companies,"('SWKS', '2020 q2')",0.0
22061,AMAT,2020 q2,4530,0.6458323016342615,Mr. Joseph M. Quatrochi,0.2143384744964728,male,"Wells Fargo Securities, LLC","('AMAT', '2020 q2')",0.0
22062,LRCX,2020 q2,4530,0.6296834382137468,Mr. Joseph M. Quatrochi,0.2945840842095433,male,"Wells Fargo Securities, LLC","('LRCX', '2020 q2')",0.0
22063,AMAT,2020 q2,4530,0.6458323016342615,Mr. Abhinav Davuluri,0.7896254635621713,male,"Morningstar, Inc.","('AMAT', '2020 q2')",0.0
22064,AMD,2020 q2,4530,0.5691234157824796,Mr. Abhinav Davuluri,0.462902087169049,male,"Morningstar, Inc.","('AMD', '2020 q2')",0.0
22065,AVGO,2020 q2,4530,0.941992943522624,Mr. Abhinav Davuluri,0.909933796328294,male,"Morningstar, Inc.","('AVGO', '2020 q2')",0.0
22066,INTC,2020 q2,4530,0.7005440084423362,Mr. Abhinav Davuluri,0.718681769555981,male,"Morningstar, Inc.","('INTC', '2020 q2')",0.0
22067,KLAC,2020 q2,4530,0.6367585350151214,Mr. Abhinav Davuluri,0.5776785083963556,male,"Morningstar, Inc.","('KLAC', '2020 q2')",0.0
22068,LRCX,2020 q2,4530,0.6296834382137468,Mr. Abhinav Davuluri,0.3695402835134129,male,"Morningstar, Inc.","('LRCX', '2020 q2')",0.006666667014360428
22069,NVDA,2020 q2,4530,0.4535053363463585,Mr. Abhinav Davuluri,0.3515461971149763,male,"Morningstar, Inc.","('NVDA', '2020 q2')",0.0
22070,QCOM,2020 q2,4530,0.5305799083665934,Mr. Abhinav Davuluri,0.5881248212446896,male,"Morningstar, Inc.","('QCOM', '2020 q2')",0.0
22071,XLNX,2020 q2,4530,0.5554963012570756,Mr. Abhinav Davuluri,0.8914865015927566,male,"Morningstar, Inc.","('XLNX', '2020 q2')",0.0
22072,AMAT,2020 q2,4530,0.6458323016342615,Christian D. Schwab,0.248652421661502,male,Craig Hallum,"('AMAT', '2020 q2')",0.0
22073,AMD,2020 q2,4530,0.5691234157824796,Christian D. Schwab,0.2702799706066011,male,Craig Hallum,"('AMD', '2020 q2')",0.0
22074,AMAT,2020 q2,4530,0.6458323016342615,"Mr. Sidney Ho, CFA",0.8925002514994731,male,Deutsche Bank,"('AMAT', '2020 q2')",0.0
22075,KLAC,2020 q2,4530,0.6367585350151214,"Mr. Sidney Ho, CFA",0.8747109367629657,male,Deutsche Bank,"('KLAC', '2020 q2')",0.0
22076,LRCX,2020 q2,4530,0.6296834382137468,"Mr. Sidney Ho, CFA",0.9125513429716666,male,Deutsche Bank,"('LRCX', '2020 q2')",0.0
22077,AMAT,2020 q2,4530,0.6458323016342615,Mr. Blayne Curtis,0.2164592836902474,male,Barclays,"('AMAT', '2020 q2')",0.0
22078,INTC,2020 q2,4530,0.7005440084423362,Mr. Blayne Curtis,0.2282787906127238,male,Barclays,"('INTC', '2020 q2')",0.0
22079,SWKS,2020 q2,4530,0.6709878571725565,Mr. Blayne Curtis,0.7911369718966746,male,Barclays,"('SWKS', '2020 q2')",0.0
22080,AMAT,2020 q2,4530,0.6458323016342615,Mehdi Hosseini,0.7405134438807629,male,Susquehanna Financial Group LLLP,"('AMAT', '2020 q2')",0.04507548362016678
22081,KLAC,2020 q2,4530,0.6367585350151214,Mehdi Hosseini,0.8370502543328798,male,Susquehanna Financial Group LLLP,"('KLAC', '2020 q2')",0.0
22082,MU,2020 q2,4530,0.8682997257549894,Mehdi Hosseini,0.8682997257549894,male,Susquehanna Financial Group LLLP,"('MU', '2020 q2')",0.0
22083,AMAT,2020 q2,4530,0.6458323016342615,Mr. Krish Sankar,0.2817246253372699,male,Cowen and Company,"('AMAT', '2020 q2')",0.0
22084,AMAT,2020 q2,4530,0.6458323016342615,Jerome Ramel,0.6376166588089978,male,Exane BNP Paribas,"('AMAT', '2020 q2')",0.0
22085,AMD,2020 q2,4530,0.5691234157824796,Jerome Ramel,0.7600448630669031,male,Exane BNP Paribas,"('AMD', '2020 q2')",0.0
22086,INTC,2020 q2,4530,0.7005440084423362,Jerome Ramel,0.6279266740826867,male,Exane BNP Paribas,"('INTC', '2020 q2')",0.0
22087,KLAC,2020 q2,4530,0.6367585350151214,Jerome Ramel,0.2713459705588039,male,Exane BNP Paribas,"('KLAC', '2020 q2')",0.014102268032729626
22088,LRCX,2020 q2,4530,0.6296834382137468,Jerome Ramel,0.2155807710198136,male,Exane BNP Paribas,"('LRCX', '2020 q2')",0.019382057711482048
22089,TXN,2020 q2,4530,0.7206889000323469,Jerome Ramel,0.6922684489275145,male,Exane BNP Paribas,"('TXN', '2020 q2')",0.0
22090,AMD,2020 q2,4530,0.5691234157824796,Christopher Rolland,0.7562679998489136,male,Susquehanna Financial Group LLLP,"('AMD', '2020 q2')",0.0
22091,INTC,2020 q2,4530,0.7005440084423362,Christopher Rolland,0.7962093972159966,male,Susquehanna Financial Group LLLP,"('INTC', '2020 q2')",0.0
22092,MCHP,2020 q2,4530,0.6625390058120436,Christopher Rolland,0.8314250468049478,male,Susquehanna Financial Group LLLP,"('MCHP', '2020 q2')",0.0
22093,MXIM,2020 q2,4530,0.8427078762513716,Christopher Rolland,0.8937805455231369,male,Susquehanna Financial Group LLLP,"('MXIM', '2020 q2')",0.0
22094,NVDA,2020 q2,4530,0.4535053363463585,Christopher Rolland,0.8742826860008298,male,Susquehanna Financial Group LLLP,"('NVDA', '2020 q2')",0.0
22095,QRVO,2020 q2,4530,0.4791671435729252,Christopher Rolland,0.7268022479986689,male,Susquehanna Financial Group LLLP,"('QRVO', '2020 q2')",0.0
22096,SWKS,2020 q2,4530,0.6709878571725565,Christopher Rolland,0.8246570066509793,male,Susquehanna Financial Group LLLP,"('SWKS', '2020 q2')",0.0
22097,XLNX,2020 q2,4530,0.5554963012570756,Christopher Rolland,0.6648407129526015,male,Susquehanna Financial Group LLLP,"('XLNX', '2020 q2')",0.0
22098,AMD,2020 q2,4530,0.5691234157824796,Ms. Vedvati Shrotre,0.1516469100657324,female,Jefferies,"('AMD', '2020 q2')",0.0
22099,INTC,2020 q2,4530,0.7005440084423362,Ms. Vedvati Shrotre,0.2371089598672726,female,Jefferies,"('INTC', '2020 q2')",0.006872319616377354
22100,NVDA,2020 q2,4530,0.4535053363463585,Ms. Vedvati Shrotre,0.2369236068217609,female,Jefferies,"('NVDA', '2020 q2')",0.0
22101,AMD,2020 q2,4530,0.5691234157824796,Mr. John W. Pitzer,0.1492176297497078,male,Credit Suisse,"('AMD', '2020 q2')",0.0
22102,KLAC,2020 q2,4530,0.6367585350151214,Mr. John W. Pitzer,0.2710734267464124,male,Credit Suisse,"('KLAC', '2020 q2')",0.0
22103,TXN,2020 q2,4530,0.7206889000323469,Mr. John W. Pitzer,0.4470930733070489,male,Credit Suisse,"('TXN', '2020 q2')",0.0
22104,AMD,2020 q2,4530,0.5691234157824796,Gus Richard,0.1619899061117636,male,Northland Securities,"('AMD', '2020 q2')",0.0
22105,AMD,2020 q2,4530,0.5691234157824796,Mr. Matthew D. Ramsay,0.1117867124295178,male,Cowen and Company,"('AMD', '2020 q2')",0.0
22106,INTC,2020 q2,4530,0.7005440084423362,Mr. Matthew D. Ramsay,0.2094003799220776,male,Cowen and Company,"('INTC', '2020 q2')",0.0
22107,MCHP,2020 q2,4530,0.6625390058120436,Mr. Matthew D. Ramsay,0.3401889419275415,male,Cowen and Company,"('MCHP', '2020 q2')",0.0
22108,MXIM,2020 q2,4530,0.8427078762513716,Mr. Matthew D. Ramsay,0.6531141713123193,male,Cowen and Company,"('MXIM', '2020 q2')",0.0
22109,NVDA,2020 q2,4530,0.4535053363463585,Mr. Matthew D. Ramsay,0.0489306970852682,male,Cowen and Company,"('NVDA', '2020 q2')",0.0
22110,QCOM,2020 q2,4530,0.5305799083665934,Mr. Matthew D. Ramsay,0.1993312364267662,male,Cowen and Company,"('QCOM', '2020 q2')",0.0
22111,XLNX,2020 q2,4530,0.5554963012570756,Mr. Matthew D. Ramsay,0.1547733290790065,male,Cowen and Company,"('XLNX', '2020 q2')",0.0
22112,AMD,2020 q2,4530,0.5691234157824796,Mr. Christopher A. Jacobson,0.820796498183647,male,Susquehanna Financial Group LLLP,"('AMD', '2020 q2')",0.010052811354398727
22113,INTC,2020 q2,4530,0.7005440084423362,Mr. Srini Pajjuri,0.2597681745715936,male,"SMBC Nikko Securities America, Inc.","('INTC', '2020 q2')",0.0
22114,NVDA,2020 q2,4530,0.4535053363463585,Mr. Srini Pajjuri,0.070706517898491,male,"SMBC Nikko Securities America, Inc.","('NVDA', '2020 q2')",0.0
22115,QCOM,2020 q2,4530,0.5305799083665934,Mr. Srini Pajjuri,0.1488862677865552,male,"SMBC Nikko Securities America, Inc.","('QCOM', '2020 q2')",0.0
22116,QRVO,2020 q2,4530,0.4791671435729252,Mr. Srini Pajjuri,0.1038346227358027,male,"SMBC Nikko Securities America, Inc.","('QRVO', '2020 q2')",0.0
22117,XLNX,2020 q2,4530,0.5554963012570756,Mr. Srini Pajjuri,0.173326167842443,male,"SMBC Nikko Securities America, Inc.","('XLNX', '2020 q2')",0.0
22118,INTC,2020 q2,4530,0.7005440084423362,SADIF Research,0.9584707655869276,Not a person,Sadif Analytics Prime,"('INTC', '2020 q2')",0.9475142955780029
22119,LRCX,2020 q2,4530,0.6296834382137468,SADIF Research,0.9731401587417672,Not a person,Sadif Analytics Prime,"('LRCX', '2020 q2')",0.9482611417770386
22120,MCHP,2020 q2,4530,0.6625390058120436,Mr. Gary W. Mobley,0.3444283381280743,male,"Wells Fargo Securities, LLC","('MCHP', '2020 q2')",0.0
22121,QCOM,2020 q2,4530,0.5305799083665934,Mr. Gary W. Mobley,0.2641030830503675,male,"Wells Fargo Securities, LLC","('QCOM', '2020 q2')",0.0
22122,QRVO,2020 q2,4530,0.4791671435729252,Mr. Gary W. Mobley,0.1895549239588294,male,"Wells Fargo Securities, LLC","('QRVO', '2020 q2')",0.0
22123,SWKS,2020 q2,4530,0.6709878571725565,Mr. Gary W. Mobley,0.2718524714282455,male,"Wells Fargo Securities, LLC","('SWKS', '2020 q2')",0.0
22124,MU,2020 q2,4530,0.8682997257549894,Research Department,0.8682997257549894,Not a person,Trefis,"('MU', '2020 q2')",0.0
22125,NVDA,2020 q2,4530,0.4535053363463585,"Aaron C. Rakers, CFA",0.0985199427520683,male,"Wells Fargo Securities, LLC","('NVDA', '2020 q2')",0.0
22126,XLNX,2020 q2,4530,0.5554963012570756,"Aaron C. Rakers, CFA",0.1760434406430808,male,"Wells Fargo Securities, LLC","('XLNX', '2020 q2')",0.0
22127,NVDA,2020 q2,4530,0.4535053363463585,"Richard C. Shannon, IV",0.089395315214782,male,Craig Hallum,"('NVDA', '2020 q2')",0.027633766178041697
22128,NVDA,2020 q2,4530,0.4535053363463585,"Shebly Seyrafi, CFA",0.1986569497956353,male,FBN Securities,"('NVDA', '2020 q2')",0.0
22129,NVDA,2020 q2,4530,0.4535053363463585,Mr. Ruben Roy,0.3178707549192455,male,The Benchmark Company LLC,"('NVDA', '2020 q2')",0.0
22130,QRVO,2020 q2,4530,0.4791671435729252,Mr. Ruben Roy,0.2850879983258566,male,The Benchmark Company LLC,"('QRVO', '2020 q2')",0.0
22131,SWKS,2020 q2,4530,0.6709878571725565,Mr. Ruben Roy,0.3393651709975185,male,The Benchmark Company LLC,"('SWKS', '2020 q2')",0.0
22132,XLNX,2020 q2,4530,0.5554963012570756,Mr. Ruben Roy,0.1956416922845308,male,The Benchmark Company LLC,"('XLNX', '2020 q2')",0.0
22133,NVDA,2020 q2,4530,0.4535053363463585,Mr. David O'Connor,0.6818974187998693,male,Exane BNP Paribas,"('NVDA', '2020 q2')",0.0
22134,QCOM,2020 q2,4530,0.5305799083665934,Mr. Tal Liani,0.3855244577749954,male,BofA Global Research,"('QCOM', '2020 q2')",0.0
22135,QCOM,2020 q2,4530,0.5305799083665934,"T. Michael T. Walkley, CPA",0.2081740545865478,male,Canaccord Genuity,"('QCOM', '2020 q2')",0.0
22136,QRVO,2020 q2,4530,0.4791671435729252,"T. Michael T. Walkley, CPA",0.1190542537121896,male,Canaccord Genuity,"('QRVO', '2020 q2')",0.022252697963267565
22137,SWKS,2020 q2,4530,0.6709878571725565,"T. Michael T. Walkley, CPA",0.2389482269221021,male,Canaccord Genuity,"('SWKS', '2020 q2')",0.01666666753590107
22138,QRVO,2020 q2,4530,0.4791671435729252,Mr. Anthony J. Stoss,0.1392548240961918,male,Craig Hallum,"('QRVO', '2020 q2')",0.0
22139,SWKS,2020 q2,4530,0.6709878571725565,Mr. Anthony J. Stoss,0.5361952554163764,male,Craig Hallum,"('SWKS', '2020 q2')",0.007156671024858952
22140,QRVO,2020 q2,4530,0.4791671435729252,Mr. Karl F. Ackerman,0.4153875109551891,male,Cowen and Company,"('QRVO', '2020 q2')",0.0
22141,XLNX,2020 q2,4530,0.5554963012570756,Ms. Alessandra Vecchi,0.2791998558998174,female,William Blair & Company,"('XLNX', '2020 q2')",0.0
22142,ALB,2020 q2,1510,0.5593547364785754,Richard Wolfe,0.7129595277528179,male,CFRA Equity Research,"('ALB', '2020 q2')",0.0
22143,CE,2020 q2,1510,0.5494545041831382,Richard Wolfe,0.5157246746305706,male,CFRA Equity Research,"('CE', '2020 q2')",0.0
22144,CF,2020 q2,1510,0.5477046352611395,Richard Wolfe,0.5105969443875482,male,CFRA Equity Research,"('CF', '2020 q2')",0.0
22145,CTVA,2020 q2,1510,0.3528760840198733,Richard Wolfe,0.4837812379476682,male,CFRA Equity Research,"('CTVA', '2020 q2')",0.011806233009944359
22146,EMN,2020 q2,1510,0.4418360073450282,Richard Wolfe,0.5138853693892541,male,CFRA Equity Research,"('EMN', '2020 q2')",0.0
22147,FMC,2020 q2,1510,0.4501558349143681,Richard Wolfe,0.6588584815740783,male,CFRA Equity Research,"('FMC', '2020 q2')",0.0
22148,LYB,2020 q2,1510,0.4325672017375884,Richard Wolfe,0.5796823021581804,male,CFRA Equity Research,"('LYB', '2020 q2')",0.0
22149,MOS,2020 q2,1510,0.4892675755638628,Richard Wolfe,0.4047566945282217,male,CFRA Equity Research,"('MOS', '2020 q2')",0.0
22150,ALB,2020 q2,1510,0.5593547364785754,"David L. Begleiter, CFA",0.6771174989981927,male,Deutsche Bank,"('ALB', '2020 q2')",0.0
22151,CE,2020 q2,1510,0.5494545041831382,"David L. Begleiter, CFA",0.9067443135855608,male,Deutsche Bank,"('CE', '2020 q2')",0.0
22152,DD,2020 q2,1510,0.4774369984044913,"David L. Begleiter, CFA",0.7383126193769871,male,Deutsche Bank,"('DD', '2020 q2')",0.0
22153,DOW,2020 q2,1510,0.5414811369118769,"David L. Begleiter, CFA",0.6469989535444496,male,Deutsche Bank,"('DOW', '2020 q2')",0.0
22154,ECL,2020 q2,1510,0.7639288086460516,"David L. Begleiter, CFA",0.8996069808680195,male,Deutsche Bank,"('ECL', '2020 q2')",0.0
22155,EMN,2020 q2,1510,0.4418360073450282,"David L. Begleiter, CFA",0.5020028146062966,male,Deutsche Bank,"('EMN', '2020 q2')",0.0
22156,LIN,2020 q2,1510,0.6553262739711327,"David L. Begleiter, CFA",0.411159453384304,male,Deutsche Bank,"('LIN', '2020 q2')",0.0
22157,LYB,2020 q2,1510,0.4325672017375884,"David L. Begleiter, CFA",0.3387633125011998,male,Deutsche Bank,"('LYB', '2020 q2')",0.0
22158,PPG,2020 q2,1510,0.6772635459971825,"David L. Begleiter, CFA",0.8089613320784036,male,Deutsche Bank,"('PPG', '2020 q2')",0.0
22159,SHW,2020 q2,1510,0.589642437457228,"David L. Begleiter, CFA",0.2926172736214764,male,Deutsche Bank,"('SHW', '2020 q2')",0.0
22160,ALB,2020 q2,1510,0.5593547364785754,Mr. James M. Sheehan,0.2316445558820478,male,SunTrust Robinson Humphrey Capital Markets,"('ALB', '2020 q2')",0.0
22161,APD,2020 q2,1510,0.6782382330799719,Mr. James M. Sheehan,0.2938528052561506,male,SunTrust Robinson Humphrey Capital Markets,"('APD', '2020 q2')",0.0
22162,CE,2020 q2,1510,0.5494545041831382,Mr. James M. Sheehan,0.1777507786097153,male,SunTrust Robinson Humphrey Capital Markets,"('CE', '2020 q2')",0.0
22163,CTVA,2020 q2,1510,0.3528760840198733,Mr. James M. Sheehan,0.1905097165355776,male,SunTrust Robinson Humphrey Capital Markets,"('CTVA', '2020 q2')",0.0
22164,DD,2020 q2,1510,0.4774369984044913,Mr. James M. Sheehan,0.1189459230530603,male,SunTrust Robinson Humphrey Capital Markets,"('DD', '2020 q2')",0.0
22165,DOW,2020 q2,1510,0.5414811369118769,Mr. James M. Sheehan,0.2727428349166263,male,SunTrust Robinson Humphrey Capital Markets,"('DOW', '2020 q2')",0.0
22166,EMN,2020 q2,1510,0.4418360073450282,Mr. James M. Sheehan,0.1559441078867476,male,SunTrust Robinson Humphrey Capital Markets,"('EMN', '2020 q2')",0.0
22167,FMC,2020 q2,1510,0.4501558349143681,Mr. James M. Sheehan,0.1426910798666556,male,SunTrust Robinson Humphrey Capital Markets,"('FMC', '2020 q2')",0.0
22168,LIN,2020 q2,1510,0.6553262739711327,Mr. James M. Sheehan,0.2516701769814816,male,SunTrust Robinson Humphrey Capital Markets,"('LIN', '2020 q2')",0.0
22169,LYB,2020 q2,1510,0.4325672017375884,Mr. James M. Sheehan,0.1852190324468236,male,SunTrust Robinson Humphrey Capital Markets,"('LYB', '2020 q2')",0.0
22170,PPG,2020 q2,1510,0.6772635459971825,Mr. James M. Sheehan,0.323630771045389,male,SunTrust Robinson Humphrey Capital Markets,"('PPG', '2020 q2')",0.0
22171,ALB,2020 q2,1510,0.5593547364785754,Mr. Seth Goldstein,0.5350116725699707,male,"Morningstar, Inc.","('ALB', '2020 q2')",0.004308861680328846
22172,CE,2020 q2,1510,0.5494545041831382,Mr. Seth Goldstein,0.5263126858416205,male,"Morningstar, Inc.","('CE', '2020 q2')",0.0
22173,CF,2020 q2,1510,0.5477046352611395,Mr. Seth Goldstein,0.759342084986354,male,"Morningstar, Inc.","('CF', '2020 q2')",0.0
22174,CTVA,2020 q2,1510,0.3528760840198733,Mr. Seth Goldstein,0.5145832446437211,male,"Morningstar, Inc.","('CTVA', '2020 q2')",0.0
22175,DD,2020 q2,1510,0.4774369984044913,Mr. Seth Goldstein,0.5275016935124643,male,"Morningstar, Inc.","('DD', '2020 q2')",0.005403997376561165
22176,ECL,2020 q2,1510,0.7639288086460516,Mr. Seth Goldstein,0.7874334444799249,male,"Morningstar, Inc.","('ECL', '2020 q2')",0.0
22177,EMN,2020 q2,1510,0.4418360073450282,Mr. Seth Goldstein,0.5044810829540124,male,"Morningstar, Inc.","('EMN', '2020 q2')",0.0
22178,FMC,2020 q2,1510,0.4501558349143681,Mr. Seth Goldstein,0.588755501543547,male,"Morningstar, Inc.","('FMC', '2020 q2')",0.0
22179,MOS,2020 q2,1510,0.4892675755638628,Mr. Seth Goldstein,0.3411005571418772,male,"Morningstar, Inc.","('MOS', '2020 q2')",0.0
22180,ALB,2020 q2,1510,0.5593547364785754,"Sebastian Bray, CFA",0.5066477230114413,male,Berenberg,"('ALB', '2020 q2')",0.0
22181,ALB,2020 q2,1510,0.5593547364785754,"Steve Byrne, CFA",0.4439701124636942,male,BofA Global Research,"('ALB', '2020 q2')",0.0
22182,APD,2020 q2,1510,0.6782382330799719,"Steve Byrne, CFA",0.436579993431423,male,BofA Global Research,"('APD', '2020 q2')",0.0
22183,DD,2020 q2,1510,0.4774369984044913,"Steve Byrne, CFA",0.3096713021443121,male,BofA Global Research,"('DD', '2020 q2')",0.012413663789629936
22184,FMC,2020 q2,1510,0.4501558349143681,"Steve Byrne, CFA",0.280766919859549,male,BofA Global Research,"('FMC', '2020 q2')",0.0
22185,LIN,2020 q2,1510,0.6553262739711327,"Steve Byrne, CFA",0.2884916554757806,male,BofA Global Research,"('LIN', '2020 q2')",0.0
22186,MOS,2020 q2,1510,0.4892675755638628,"Steve Byrne, CFA",0.2613997204198104,male,BofA Global Research,"('MOS', '2020 q2')",0.0
22187,PPG,2020 q2,1510,0.6772635459971825,"Steve Byrne, CFA",0.5145825542870894,male,BofA Global Research,"('PPG', '2020 q2')",0.0
22188,SHW,2020 q2,1510,0.589642437457228,"Steve Byrne, CFA",0.410775388874453,male,BofA Global Research,"('SHW', '2020 q2')",0.0
22189,ALB,2020 q2,1510,0.5593547364785754,Mr. Michael J. Sison,0.2400253216336043,male,"Wells Fargo Securities, LLC","('ALB', '2020 q2')",0.0
22190,APD,2020 q2,1510,0.6782382330799719,Mr. Michael J. Sison,0.2261846074500336,male,"Wells Fargo Securities, LLC","('APD', '2020 q2')",0.0
22191,CE,2020 q2,1510,0.5494545041831382,Mr. Michael J. Sison,0.19989554087985,male,"Wells Fargo Securities, LLC","('CE', '2020 q2')",0.0
22192,DD,2020 q2,1510,0.4774369984044913,Mr. Michael J. Sison,0.130290828876177,male,"Wells Fargo Securities, LLC","('DD', '2020 q2')",0.022425652481615543
22193,DOW,2020 q2,1510,0.5414811369118769,Mr. Michael J. Sison,0.1634578405073974,male,"Wells Fargo Securities, LLC","('DOW', '2020 q2')",0.0
22194,EMN,2020 q2,1510,0.4418360073450282,Mr. Michael J. Sison,0.1277612329424312,male,"Wells Fargo Securities, LLC","('EMN', '2020 q2')",0.0
22195,FMC,2020 q2,1510,0.4501558349143681,Mr. Michael J. Sison,0.2486136228515668,male,"Wells Fargo Securities, LLC","('FMC', '2020 q2')",0.0
22196,IFF,2020 q2,1510,0.8849988388942935,Mr. Michael J. Sison,0.6129261595230391,male,"Wells Fargo Securities, LLC","('IFF', '2020 q2')",0.0
22197,LIN,2020 q2,1510,0.6553262739711327,Mr. Michael J. Sison,0.2714597890637192,male,"Wells Fargo Securities, LLC","('LIN', '2020 q2')",0.0
22198,LYB,2020 q2,1510,0.4325672017375884,Mr. Michael J. Sison,0.1033307207553895,male,"Wells Fargo Securities, LLC","('LYB', '2020 q2')",0.0
22199,PPG,2020 q2,1510,0.6772635459971825,Mr. Michael J. Sison,0.2394473863030328,male,"Wells Fargo Securities, LLC","('PPG', '2020 q2')",0.0
22200,ALB,2020 q2,1510,0.5593547364785754,Mr. Arun S. Viswanathan,0.1992846106367032,male,RBC Capital Markets,"('ALB', '2020 q2')",0.0
22201,CE,2020 q2,1510,0.5494545041831382,Mr. Arun S. Viswanathan,0.226618982581797,male,RBC Capital Markets,"('CE', '2020 q2')",0.0
22202,CTVA,2020 q2,1510,0.3528760840198733,Mr. Arun S. Viswanathan,0.1190586589991346,male,RBC Capital Markets,"('CTVA', '2020 q2')",0.0
22203,DD,2020 q2,1510,0.4774369984044913,Mr. Arun S. Viswanathan,0.2360028997829697,male,RBC Capital Markets,"('DD', '2020 q2')",0.0
22204,DOW,2020 q2,1510,0.5414811369118769,Mr. Arun S. Viswanathan,0.1988580653732251,male,RBC Capital Markets,"('DOW', '2020 q2')",0.0
22205,EMN,2020 q2,1510,0.4418360073450282,Mr. Arun S. Viswanathan,0.2068904879135309,male,RBC Capital Markets,"('EMN', '2020 q2')",0.01666666753590107
22206,FMC,2020 q2,1510,0.4501558349143681,Mr. Arun S. Viswanathan,0.2135250605704787,male,RBC Capital Markets,"('FMC', '2020 q2')",0.020119206979870796
22207,LYB,2020 q2,1510,0.4325672017375884,Mr. Arun S. Viswanathan,0.1825923917944863,male,RBC Capital Markets,"('LYB', '2020 q2')",0.0
22208,PPG,2020 q2,1510,0.6772635459971825,Mr. Arun S. Viswanathan,0.5661657108454602,male,RBC Capital Markets,"('PPG', '2020 q2')",0.0
22209,SEE,2020 q2,1510,0.6091270908303461,Mr. Arun S. Viswanathan,0.3393780978060872,male,RBC Capital Markets,"('SEE', '2020 q2')",0.01666666753590107
22210,SHW,2020 q2,1510,0.589642437457228,Mr. Arun S. Viswanathan,0.3102670092032031,male,RBC Capital Markets,"('SHW', '2020 q2')",0.0
22211,ALB,2020 q2,1510,0.5593547364785754,Mr. Vincent Andrews,0.2917440607269832,male,Morgan Stanley,"('ALB', '2020 q2')",0.021864183247089386
22212,APD,2020 q2,1510,0.6782382330799719,Mr. Vincent Andrews,0.5599506512224508,male,Morgan Stanley,"('APD', '2020 q2')",0.0
22213,CE,2020 q2,1510,0.5494545041831382,Mr. Vincent Andrews,0.3536059029229859,male,Morgan Stanley,"('CE', '2020 q2')",0.0
22214,CTVA,2020 q2,1510,0.3528760840198733,Mr. Vincent Andrews,0.2710422235273448,male,Morgan Stanley,"('CTVA', '2020 q2')",0.0
22215,DD,2020 q2,1510,0.4774369984044913,Mr. Vincent Andrews,0.2524123476824382,male,Morgan Stanley,"('DD', '2020 q2')",0.0
22216,DOW,2020 q2,1510,0.5414811369118769,Mr. Vincent Andrews,0.2713986724001005,male,Morgan Stanley,"('DOW', '2020 q2')",0.0
22217,ECL,2020 q2,1510,0.7639288086460516,Mr. Vincent Andrews,0.6987893312296997,male,Morgan Stanley,"('ECL', '2020 q2')",0.0
22218,FMC,2020 q2,1510,0.4501558349143681,Mr. Vincent Andrews,0.4047492542483968,male,Morgan Stanley,"('FMC', '2020 q2')",0.0
22219,LIN,2020 q2,1510,0.6553262739711327,Mr. Vincent Andrews,0.6169680543676961,male,Morgan Stanley,"('LIN', '2020 q2')",0.0
22220,PPG,2020 q2,1510,0.6772635459971825,Mr. Vincent Andrews,0.4288937198272208,male,Morgan Stanley,"('PPG', '2020 q2')",0.0
22221,SHW,2020 q2,1510,0.589642437457228,Mr. Vincent Andrews,0.4386229473130933,male,Morgan Stanley,"('SHW', '2020 q2')",0.0
22222,AMCR,2020 q2,1510,0.7794016965354787,Ms. Debbie A. Jones,0.924618019707264,female,Deutsche Bank,"('AMCR', '2020 q2')",0.0
22223,AMCR,2020 q2,1510,0.7794016965354787,Matthew Miller,0.789335983884376,male,CFRA Equity Research,"('AMCR', '2020 q2')",0.0
22224,APD,2020 q2,1510,0.6782382330799719,Matthew Miller,0.6859558761257883,male,CFRA Equity Research,"('APD', '2020 q2')",0.0
22225,AVY,2020 q2,1510,0.8637978540963109,Matthew Miller,0.8637978540963109,male,CFRA Equity Research,"('AVY', '2020 q2')",0.0
22226,BLL,2020 q2,1510,0.749456161096392,Matthew Miller,0.7494561610963919,male,CFRA Equity Research,"('BLL', '2020 q2')",0.0
22227,DD,2020 q2,1510,0.4774369984044913,Matthew Miller,0.5819609746358175,male,CFRA Equity Research,"('DD', '2020 q2')",0.0
22228,DOW,2020 q2,1510,0.5414811369118769,Matthew Miller,0.552585219308436,male,CFRA Equity Research,"('DOW', '2020 q2')",0.0
22229,ECL,2020 q2,1510,0.7639288086460516,Matthew Miller,0.7953555877804661,male,CFRA Equity Research,"('ECL', '2020 q2')",0.0
22230,FCX,2020 q2,1510,0.5665372077168112,Matthew Miller,0.5126720320243082,male,CFRA Equity Research,"('FCX', '2020 q2')",0.0
22231,IFF,2020 q2,1510,0.8849988388942935,Matthew Miller,0.8510216559171229,male,CFRA Equity Research,"('IFF', '2020 q2')",0.0
22232,IP,2020 q2,1510,0.4229146679068412,Matthew Miller,0.39982764479317,male,CFRA Equity Research,"('IP', '2020 q2')",0.0
22233,LIN,2020 q2,1510,0.6553262739711327,Matthew Miller,0.7172466682737958,male,CFRA Equity Research,"('LIN', '2020 q2')",0.0
22234,MLM,2020 q2,1510,0.7622299976037297,Matthew Miller,0.7999934802117558,male,CFRA Equity Research,"('MLM', '2020 q2')",0.0
22235,NEM,2020 q2,1510,0.642949254180943,Matthew Miller,0.5916322396791106,male,CFRA Equity Research,"('NEM', '2020 q2')",0.0
22236,NUE,2020 q2,1510,0.8365938673476084,Matthew Miller,0.6412249842111937,male,CFRA Equity Research,"('NUE', '2020 q2')",0.0
22237,PKG,2020 q2,1510,0.4550423498203519,Matthew Miller,0.4478011821574401,male,CFRA Equity Research,"('PKG', '2020 q2')",0.0
22238,PPG,2020 q2,1510,0.6772635459971825,Matthew Miller,0.7354093025799137,male,CFRA Equity Research,"('PPG', '2020 q2')",0.0
22239,SEE,2020 q2,1510,0.6091270908303461,Matthew Miller,0.6946933236795187,male,CFRA Equity Research,"('SEE', '2020 q2')",0.0
22240,SHW,2020 q2,1510,0.589642437457228,Matthew Miller,0.7583760730984787,male,CFRA Equity Research,"('SHW', '2020 q2')",0.0
22241,VMC,2020 q2,1510,0.790065214233884,Matthew Miller,0.7687235701847762,male,CFRA Equity Research,"('VMC', '2020 q2')",0.0
22242,WRK,2020 q2,1510,0.5611721091576009,Matthew Miller,0.5033801479307289,male,CFRA Equity Research,"('WRK', '2020 q2')",0.0
22243,AMCR,2020 q2,1510,0.7794016965354787,Mr. Richard J. Johnson,0.4576362061199648,male,Jefferies,"('AMCR', '2020 q2')",0.007955669425427914
22244,AMCR,2020 q2,1510,0.7794016965354787,Mr. Grant Slade,0.7868156974065323,male,"Morningstar, Inc.","('AMCR', '2020 q2')",0.025000001303851604
22245,AMCR,2020 q2,1510,0.7794016965354787,Mr. Larry Gandler,0.6226723923159683,male,Credit Suisse,"('AMCR', '2020 q2')",0.0
22246,AMCR,2020 q2,1510,0.7794016965354787,Mr. Andrew G. Scott,0.6235954079369286,male,Morgan Stanley,"('AMCR', '2020 q2')",0.01146369706839323
22247,APD,2020 q2,1510,0.6782382330799719,Peter Clark,0.5511585000391551,male,Societe Generale,"('APD', '2020 q2')",0.0
22248,LIN,2020 q2,1510,0.6553262739711327,Peter Clark,0.4324510372853753,male,Societe Generale,"('LIN', '2020 q2')",0.0
22249,PPG,2020 q2,1510,0.6772635459971825,Peter Clark,0.582487068613046,male,Societe Generale,"('PPG', '2020 q2')",0.0
22250,APD,2020 q2,1510,0.6782382330799719,"Mr. Laurence Alexander, CFA",0.2639889286500549,male,Jefferies,"('APD', '2020 q2')",0.0
22251,CE,2020 q2,1510,0.5494545041831382,"Mr. Laurence Alexander, CFA",0.2648674191046167,male,Jefferies,"('CE', '2020 q2')",0.029504017904400826
22252,CTVA,2020 q2,1510,0.3528760840198733,"Mr. Laurence Alexander, CFA",0.1007940130375537,male,Jefferies,"('CTVA', '2020 q2')",0.0
22253,DD,2020 q2,1510,0.4774369984044913,"Mr. Laurence Alexander, CFA",0.2012679170494844,male,Jefferies,"('DD', '2020 q2')",0.0
22254,ECL,2020 q2,1510,0.7639288086460516,"Mr. Laurence Alexander, CFA",0.3781311314813327,male,Jefferies,"('ECL', '2020 q2')",0.0
22255,LIN,2020 q2,1510,0.6553262739711327,"Mr. Laurence Alexander, CFA",0.3568437733815808,male,Jefferies,"('LIN', '2020 q2')",0.0
22256,LYB,2020 q2,1510,0.4325672017375884,"Mr. Laurence Alexander, CFA",0.5151057313618609,male,Jefferies,"('LYB', '2020 q2')",0.021441610530018806
22257,SHW,2020 q2,1510,0.589642437457228,"Mr. Laurence Alexander, CFA",0.5467947960341398,male,Jefferies,"('SHW', '2020 q2')",0.0
22258,APD,2020 q2,1510,0.6782382330799719,Krzysztof Smalec,0.7560417690000674,male,"Morningstar, Inc.","('APD', '2020 q2')",0.0
22259,LIN,2020 q2,1510,0.6553262739711327,Krzysztof Smalec,0.8011745611384895,male,"Morningstar, Inc.","('LIN', '2020 q2')",0.0
22260,APD,2020 q2,1510,0.6782382330799719,Mr. Donald D. Carson,0.61227694636227,male,Susquehanna Financial Group LLLP,"('APD', '2020 q2')",0.0
22261,CF,2020 q2,1510,0.5477046352611395,Mr. Donald D. Carson,0.2069365427282035,male,Susquehanna Financial Group LLLP,"('CF', '2020 q2')",0.0
22262,DD,2020 q2,1510,0.4774369984044913,Mr. Donald D. Carson,0.4243495275721932,male,Susquehanna Financial Group LLLP,"('DD', '2020 q2')",0.0
22263,DOW,2020 q2,1510,0.5414811369118769,Mr. Donald D. Carson,0.5816673860659896,male,Susquehanna Financial Group LLLP,"('DOW', '2020 q2')",0.0
22264,FMC,2020 q2,1510,0.4501558349143681,Mr. Donald D. Carson,0.1453165149435618,male,Susquehanna Financial Group LLLP,"('FMC', '2020 q2')",0.0
22265,LYB,2020 q2,1510,0.4325672017375884,Mr. Donald D. Carson,0.3977380571679354,male,Susquehanna Financial Group LLLP,"('LYB', '2020 q2')",0.0
22266,MOS,2020 q2,1510,0.4892675755638628,Mr. Donald D. Carson,0.3918535231992782,male,Susquehanna Financial Group LLLP,"('MOS', '2020 q2')",0.0
22267,PPG,2020 q2,1510,0.6772635459971825,Mr. Donald D. Carson,0.3853783211162545,male,Susquehanna Financial Group LLLP,"('PPG', '2020 q2')",0.0
22268,APD,2020 q2,1510,0.6782382330799719,SADIF Research,0.9579819727527392,Not a person,Sadif Analytics Prime,"('APD', '2020 q2')",0.9243838787078857
22269,ECL,2020 q2,1510,0.7639288086460516,SADIF Research,0.987034783368839,Not a person,Sadif Analytics Prime,"('ECL', '2020 q2')",0.9549728035926819
22270,IFF,2020 q2,1510,0.8849988388942935,SADIF Research,0.9761773276055712,Not a person,Sadif Analytics Prime,"('IFF', '2020 q2')",0.8869363069534302
22271,NUE,2020 q2,1510,0.8365938673476084,SADIF Research,0.9633214842326228,Not a person,Sadif Analytics Prime,"('NUE', '2020 q2')",0.9369428157806396
22272,VMC,2020 q2,1510,0.790065214233884,SADIF Research,0.9976337089935488,Not a person,Sadif Analytics Prime,"('VMC', '2020 q2')",0.9614939093589783
22273,APD,2020 q2,1510,0.6782382330799719,Mr. Raghav Bardalai,0.3736281319413447,male,Exane BNP Paribas,"('APD', '2020 q2')",0.0
22274,CTVA,2020 q2,1510,0.3528760840198733,Mr. Raghav Bardalai,0.1698877295077607,male,Exane BNP Paribas,"('CTVA', '2020 q2')",0.0
22275,LIN,2020 q2,1510,0.6553262739711327,Mr. Raghav Bardalai,0.6676292102117637,male,Exane BNP Paribas,"('LIN', '2020 q2')",0.0
22276,LYB,2020 q2,1510,0.4325672017375884,Mr. Raghav Bardalai,0.3145162965636202,male,Exane BNP Paribas,"('LYB', '2020 q2')",0.010070821270346642
22277,SHW,2020 q2,1510,0.589642437457228,Mr. Raghav Bardalai,0.3150598894908936,male,Exane BNP Paribas,"('SHW', '2020 q2')",0.0
22278,APD,2020 q2,1510,0.6782382330799719,Mr. Christopher S. Parkinson,0.4192698811605716,male,Credit Suisse,"('APD', '2020 q2')",0.0
22279,CF,2020 q2,1510,0.5477046352611395,Mr. Christopher S. Parkinson,0.2526805288657116,male,Credit Suisse,"('CF', '2020 q2')",0.0
22280,CTVA,2020 q2,1510,0.3528760840198733,Mr. Christopher S. Parkinson,0.1476249581425154,male,Credit Suisse,"('CTVA', '2020 q2')",0.0
22281,DOW,2020 q2,1510,0.5414811369118769,Mr. Christopher S. Parkinson,0.2605617614184414,male,Credit Suisse,"('DOW', '2020 q2')",0.0
22282,ECL,2020 q2,1510,0.7639288086460516,Mr. Christopher S. Parkinson,0.4778950950716613,male,Credit Suisse,"('ECL', '2020 q2')",0.0
22283,FMC,2020 q2,1510,0.4501558349143681,Mr. Christopher S. Parkinson,0.2177056346597941,male,Credit Suisse,"('FMC', '2020 q2')",0.0
22284,APD,2020 q2,1510,0.6782382330799719,Mr. Rikin Patel,0.5337060175771086,male,Berenberg,"('APD', '2020 q2')",0.018926266580820084
22285,CF,2020 q2,1510,0.5477046352611395,Mr. Rikin Patel,0.4728703094356439,male,Berenberg,"('CF', '2020 q2')",0.0
22286,LIN,2020 q2,1510,0.6553262739711327,Mr. Rikin Patel,0.3603540561610986,male,Berenberg,"('LIN', '2020 q2')",0.0
22287,MOS,2020 q2,1510,0.4892675755638628,Mr. Rikin Patel,0.4107769859962883,male,Berenberg,"('MOS', '2020 q2')",0.0
22288,AVY,2020 q2,1510,0.8637978540963109,Charles Gross,0.8637978540963109,male,"Morningstar, Inc.","('AVY', '2020 q2')",0.0
22289,BLL,2020 q2,1510,0.749456161096392,Charles Gross,0.749456161096392,male,"Morningstar, Inc.","('BLL', '2020 q2')",0.0
22290,IP,2020 q2,1510,0.4229146679068412,Charles Gross,0.545535624181903,male,"Morningstar, Inc.","('IP', '2020 q2')",0.0
22291,PKG,2020 q2,1510,0.4550423498203519,Charles Gross,0.4802340166851755,male,"Morningstar, Inc.","('PKG', '2020 q2')",0.0
22292,PPG,2020 q2,1510,0.6772635459971825,Charles Gross,0.7898712071191663,male,"Morningstar, Inc.","('PPG', '2020 q2')",0.0
22293,SEE,2020 q2,1510,0.6091270908303461,Charles Gross,0.7228197813087528,male,"Morningstar, Inc.","('SEE', '2020 q2')",0.0
22294,SHW,2020 q2,1510,0.589642437457228,Charles Gross,0.7888415099502395,male,"Morningstar, Inc.","('SHW', '2020 q2')",0.0
22295,WRK,2020 q2,1510,0.5611721091576009,Charles Gross,0.5399374779413412,male,"Morningstar, Inc.","('WRK', '2020 q2')",0.0
22296,CE,2020 q2,1510,0.5494545041831382,Duffy Fischer,0.6470591585553552,male,Barclays,"('CE', '2020 q2')",0.0
22297,DOW,2020 q2,1510,0.5414811369118769,Duffy Fischer,0.8895796317686682,male,Barclays,"('DOW', '2020 q2')",0.0
22298,LIN,2020 q2,1510,0.6553262739711327,Duffy Fischer,0.7736892350033625,male,Barclays,"('LIN', '2020 q2')",0.0
22299,CE,2020 q2,1510,0.5494545041831382,Mr. Matthew DeYoe,0.3558073285644682,male,BofA Global Research,"('CE', '2020 q2')",0.007062566156188647
22300,EMN,2020 q2,1510,0.4418360073450282,Mr. Matthew DeYoe,0.4956474913461227,male,BofA Global Research,"('EMN', '2020 q2')",0.0
22301,CE,2020 q2,1510,0.5494545041831382,"Ben Isaacson, MBA",0.2075779178755457,male,Scotiabank GBM,"('CE', '2020 q2')",0.0
22302,CF,2020 q2,1510,0.5477046352611395,"Ben Isaacson, MBA",0.2169505810730454,male,Scotiabank GBM,"('CF', '2020 q2')",0.0
22303,DOW,2020 q2,1510,0.5414811369118769,"Ben Isaacson, MBA",0.148110010740954,male,Scotiabank GBM,"('DOW', '2020 q2')",0.0
22304,LYB,2020 q2,1510,0.4325672017375884,"Ben Isaacson, MBA",0.319314529745312,male,Scotiabank GBM,"('LYB', '2020 q2')",0.0
22305,MOS,2020 q2,1510,0.4892675755638628,"Ben Isaacson, MBA",0.7851254735040069,male,Scotiabank GBM,"('MOS', '2020 q2')",0.0
22306,CF,2020 q2,1510,0.5477046352611395,Andrew D. Wong,0.7303710319826201,male,RBC Capital Markets,"('CF', '2020 q2')",0.03333333507180214
22307,CF,2020 q2,1510,0.5477046352611395,Mr. Mark Connelly,0.2501032841267018,male,Stephens Inc.,"('CF', '2020 q2')",0.01767592318356037
22308,CTVA,2020 q2,1510,0.3528760840198733,Mr. Mark Connelly,0.2489778446381038,male,Stephens Inc.,"('CTVA', '2020 q2')",0.013707753270864487
22309,DD,2020 q2,1510,0.4774369984044913,Mr. Mark Connelly,0.189342411479754,male,Stephens Inc.,"('DD', '2020 q2')",0.008380502462387085
22310,FMC,2020 q2,1510,0.4501558349143681,Mr. Mark Connelly,0.2595205986444307,male,Stephens Inc.,"('FMC', '2020 q2')",0.0
22311,IP,2020 q2,1510,0.4229146679068412,Mr. Mark Connelly,0.2821523170356997,male,Stephens Inc.,"('IP', '2020 q2')",0.01153258141130209
22312,MOS,2020 q2,1510,0.4892675755638628,Mr. Mark Connelly,0.2299316803410365,male,Stephens Inc.,"('MOS', '2020 q2')",0.0
22313,ECL,2020 q2,1510,0.7639288086460516,"Mr. Gary E. Bisbee, CFA",0.3383882916178328,male,BofA Global Research,"('ECL', '2020 q2')",0.0
22314,ECL,2020 q2,1510,0.7639288086460516,Mr. Tim Mulrooney,0.4339194035246238,male,William Blair & Company,"('ECL', '2020 q2')",0.0
22315,ECL,2020 q2,1510,0.7639288086460516,Mr. Scott Schneeberger,0.5496593215667983,male,"Oppenheimer & Co., Inc.","('ECL', '2020 q2')",0.0
22316,ECL,2020 q2,1510,0.7639288086460516,"Rosemarie J. Morbelli, CFA",0.5006262767793132,female,Gabelli & Company,"('ECL', '2020 q2')",0.0
22317,FMC,2020 q2,1510,0.4501558349143681,"Rosemarie J. Morbelli, CFA",0.3062227132549345,female,Gabelli & Company,"('FMC', '2020 q2')",0.0
22318,SEE,2020 q2,1510,0.6091270908303461,"Rosemarie J. Morbelli, CFA",0.3645462456879794,female,Gabelli & Company,"('SEE', '2020 q2')",0.0
22319,SHW,2020 q2,1510,0.589642437457228,"Rosemarie J. Morbelli, CFA",0.2768310666334161,female,Gabelli & Company,"('SHW', '2020 q2')",0.0
22320,EMN,2020 q2,1510,0.4418360073450282,"Mr. Paretosh Misra, PHD",0.1416305035751899,male,Berenberg,"('EMN', '2020 q2')",0.050456102937459946
22321,FCX,2020 q2,1510,0.5665372077168112,"Mr. Brian T. MacArthur, CFA",0.6663005793028653,male,Raymond James Ltd. (Canada),"('FCX', '2020 q2')",0.0
22322,NEM,2020 q2,1510,0.642949254180943,"Mr. Brian T. MacArthur, CFA",0.5494818709651141,male,Raymond James Ltd. (Canada),"('NEM', '2020 q2')",0.0
22323,FCX,2020 q2,1510,0.5665372077168112,Timna Tanners,0.2834267108030895,female,BofA Global Research,"('FCX', '2020 q2')",0.010734397917985916
22324,NUE,2020 q2,1510,0.8365938673476084,Timna Tanners,0.7812432257733588,female,BofA Global Research,"('NUE', '2020 q2')",0.007069793995469809
22325,FCX,2020 q2,1510,0.5665372077168112,"Sam Crittenden, CFA",0.4889162995911835,male,RBC Capital Markets,"('FCX', '2020 q2')",0.0
22326,FCX,2020 q2,1510,0.5665372077168112,Carlos De Alba,0.291637360405785,male,Morgan Stanley,"('FCX', '2020 q2')",0.0
22327,FCX,2020 q2,1510,0.5665372077168112,"Mr. Matthew Murphy, CFA",0.6071242006211767,male,Barclays,"('FCX', '2020 q2')",0.0
22328,NEM,2020 q2,1510,0.642949254180943,"Mr. Matthew Murphy, CFA",0.5284301698851994,male,Barclays,"('NEM', '2020 q2')",0.0
22329,FCX,2020 q2,1510,0.5665372077168112,Research Department,0.2432577689007509,Not a person,Trefis,"('FCX', '2020 q2')",0.0
22330,FCX,2020 q2,1510,0.5665372077168112,Acquisdata Research Team,0.2539215836323167,Not a person,Acquisdata,"('FCX', '2020 q2')",0.0
22331,FCX,2020 q2,1510,0.5665372077168112,Mr. Oscar Cabrera,0.1928862317636794,male,CIBC Capital Markets,"('FCX', '2020 q2')",0.0
22332,FCX,2020 q2,1510,0.5665372077168112,"Orest Wowkodaw, CFA",0.1853538512666985,male,Scotiabank GBM,"('FCX', '2020 q2')",0.0
22333,FCX,2020 q2,1510,0.5665372077168112,Chris R. Terry,0.8314321257829017,male,Deutsche Bank,"('FCX', '2020 q2')",0.0
22334,NEM,2020 q2,1510,0.642949254180943,Chris R. Terry,0.7403184621429606,male,Deutsche Bank,"('NEM', '2020 q2')",0.0
22335,NUE,2020 q2,1510,0.8365938673476084,Chris R. Terry,0.9084049306125134,male,Deutsche Bank,"('NUE', '2020 q2')",0.0
22336,FCX,2020 q2,1510,0.5665372077168112,"Mr. Curt R. Woodworth, CFA",0.3509455341093028,male,Credit Suisse,"('FCX', '2020 q2')",0.0
22337,IFF,2020 q2,1510,0.8849988388942935,Ms. Faiza Alwy,0.9557158419075912,female,Deutsche Bank,"('IFF', '2020 q2')",0.0
22338,IFF,2020 q2,1510,0.8849988388942935,Ms. Lauren R. Lieberman,0.7640434530193263,female,Barclays,"('IFF', '2020 q2')",0.0
22339,IFF,2020 q2,1510,0.8849988388942935,Mr. Andrew Lane,0.839085200855417,male,"Morningstar, Inc.","('IFF', '2020 q2')",0.0
22340,NUE,2020 q2,1510,0.8365938673476084,Mr. Andrew Lane,0.7164553158462463,male,"Morningstar, Inc.","('NUE', '2020 q2')",0.008333333767950535
22341,IFF,2020 q2,1510,0.8849988388942935,Mr. Thomas Swoboda,0.7629317159176321,male,Societe Generale,"('IFF', '2020 q2')",0.0
22342,IP,2020 q2,1510,0.4229146679068412,George L. Staphos,0.363544544448049,male,BofA Global Research,"('IP', '2020 q2')",0.0
22343,SEE,2020 q2,1510,0.6091270908303461,George L. Staphos,0.6424890941279232,male,BofA Global Research,"('SEE', '2020 q2')",0.03891225531697273
22344,WRK,2020 q2,1510,0.5611721091576009,George L. Staphos,0.7534206620947945,male,BofA Global Research,"('WRK', '2020 q2')",0.03333333507180214
22345,IP,2020 q2,1510,0.4229146679068412,Mr. Gabrial S. Hajde,0.1894634734513121,male,"Wells Fargo Securities, LLC","('IP', '2020 q2')",0.0
22346,PKG,2020 q2,1510,0.4550423498203519,Mr. Gabrial S. Hajde,0.3599002700555826,male,"Wells Fargo Securities, LLC","('PKG', '2020 q2')",0.0
22347,SEE,2020 q2,1510,0.6091270908303461,Mr. Gabrial S. Hajde,0.3130970696074012,male,"Wells Fargo Securities, LLC","('SEE', '2020 q2')",0.0
22348,WRK,2020 q2,1510,0.5611721091576009,Mr. Gabrial S. Hajde,0.3115497369390311,male,"Wells Fargo Securities, LLC","('WRK', '2020 q2')",0.0
22349,LIN,2020 q2,1510,0.6553262739711327,Tim A. Jones,0.4069562524641928,male,Deutsche Bank,"('LIN', '2020 q2')",0.0
22350,LYB,2020 q2,1510,0.4325672017375884,Mr. Jonathan D. Rau,0.1395126587011645,male,JPMorgan Econ & FI,"('LYB', '2020 q2')",0.0
22351,MLM,2020 q2,1510,0.7622299976037297,Mr. Kristoffer Inton,0.8096816214470514,male,"Morningstar, Inc.","('MLM', '2020 q2')",0.0
22352,NEM,2020 q2,1510,0.642949254180943,Mr. Kristoffer Inton,0.6063081205208425,male,"Morningstar, Inc.","('NEM', '2020 q2')",0.027766809488336243
22353,VMC,2020 q2,1510,0.790065214233884,Mr. Kristoffer Inton,0.7449984916993936,male,"Morningstar, Inc.","('VMC', '2020 q2')",0.008333333767950535
22354,MLM,2020 q2,1510,0.7622299976037297,Mr. Adam Seiden,0.685590540100374,male,Barclays,"('MLM', '2020 q2')",0.017527665942907333
22355,VMC,2020 q2,1510,0.790065214233884,Mr. Adam Seiden,0.6647718715038777,male,Barclays,"('VMC', '2020 q2')",0.0
22356,MLM,2020 q2,1510,0.7622299976037297,Mr. Rohit Seth,0.746297256602081,male,SunTrust Robinson Humphrey Capital Markets,"('MLM', '2020 q2')",0.0
22357,VMC,2020 q2,1510,0.790065214233884,Mr. Rohit Seth,0.4919705264943752,male,SunTrust Robinson Humphrey Capital Markets,"('VMC', '2020 q2')",0.027012007776647806
22358,MLM,2020 q2,1510,0.7622299976037297,Trey Grooms,0.5168192596224174,male,Stephens Inc.,"('MLM', '2020 q2')",0.011125932447612286
22359,VMC,2020 q2,1510,0.790065214233884,Trey Grooms,0.4796872305252484,male,Stephens Inc.,"('VMC', '2020 q2')",0.010538474656641483
22360,MLM,2020 q2,1510,0.7622299976037297,Mr. Adrian E. Huerta,0.4718080080375865,male,JPMorgan,"('MLM', '2020 q2')",0.0
22361,MLM,2020 q2,1510,0.7622299976037297,Mr. Robert D. Muir,0.492535376932656,male,Berenberg,"('MLM', '2020 q2')",0.0
22362,VMC,2020 q2,1510,0.790065214233884,Mr. Robert D. Muir,0.5398503372835735,male,Berenberg,"('VMC', '2020 q2')",0.0
22363,MLM,2020 q2,1510,0.7622299976037297,"Paul B. Roger, CFA",0.6993735316679116,male,Exane BNP Paribas,"('MLM', '2020 q2')",0.0
22364,VMC,2020 q2,1510,0.790065214233884,"Paul B. Roger, CFA",0.7996337937044334,male,Exane BNP Paribas,"('VMC', '2020 q2')",0.0
22365,MOS,2020 q2,1510,0.4892675755638628,"Mr. Jacob J. Bout, CFA",0.1571088140267134,male,CIBC Capital Markets,"('MOS', '2020 q2')",0.0
22366,NEM,2020 q2,1510,0.642949254180943,"Ms. Anita P. Soni, CFA",0.4683026640821349,female,CIBC Capital Markets,"('NEM', '2020 q2')",0.0
22367,NEM,2020 q2,1510,0.642949254180943,"Michael R. Jalonen, CFA",0.3526254372053006,male,BofA Global Research,"('NEM', '2020 q2')",0.006207376718521118
22368,NEM,2020 q2,1510,0.642949254180943,Ms. Tanya Jakusconek,0.3086272126133148,female,Scotiabank GBM,"('NEM', '2020 q2')",0.0
22369,NEM,2020 q2,1510,0.642949254180943,Mr. Michael Parkin,0.4360101143180321,male,National Bank Financial,"('NEM', '2020 q2')",0.013795185834169388
22370,NUE,2020 q2,1510,0.8365938673476084,M. Luc Pez,0.6932705545045644,male,Exane BNP Paribas,"('NUE', '2020 q2')",0.01185483019798994
22371,NUE,2020 q2,1510,0.8365938673476084,Mr. Tyler L. Kenyon,0.605268536309533,male,Cowen and Company,"('NUE', '2020 q2')",0.0
22372,PPG,2020 q2,1510,0.6772635459971825,"Mr. Kevin W. Hocevar, CFA",0.4148297038913732,male,Northcoast Research,"('PPG', '2020 q2')",0.0
22373,SHW,2020 q2,1510,0.589642437457228,"Mr. Kevin W. Hocevar, CFA",0.4815722352548728,male,Northcoast Research,"('SHW', '2020 q2')",0.0
22374,SEE,2020 q2,1510,0.6091270908303461,Mr. Neel Kumar,0.4192995429510984,male,Morgan Stanley,"('SEE', '2020 q2')",0.0
22375,SHW,2020 q2,1510,0.589642437457228,Mr. Truman A. Patterson,0.3128390454037806,male,"Wells Fargo Securities, LLC","('SHW', '2020 q2')",0.0
22376,SHW,2020 q2,1510,0.589642437457228,Mr. Gregory R. Badishkanian,0.2439164580711459,male,Wolfe Research,"('SHW', '2020 q2')",0.0
22377,WRK,2020 q2,1510,0.5611721091576009,Mr. Paul C. Quinn,0.3214023423373638,male,RBC Capital Markets,"('WRK', '2020 q2')",0.0
22378,APA,2018 q2,1010,0.6295509839036117,"Mr. John P. Herrlin, Jr",0.7457466433694274,male,Societe Generale,"('APA', '2018 q2')",0.013689679559320211
22379,COP,2018 q2,1010,0.5331291498430104,"Mr. John P. Herrlin, Jr",0.4525717182722507,male,Societe Generale,"('COP', '2018 q2')",0.0
22380,CVX,2018 q2,1010,0.71052872758587,"Mr. John P. Herrlin, Jr",0.7522726346641708,male,Societe Generale,"('CVX', '2018 q2')",0.0
22381,DVN,2018 q2,1010,0.2646280349094585,"Mr. John P. Herrlin, Jr",0.4319926582808009,male,Societe Generale,"('DVN', '2018 q2')",0.0
22382,EOG,2018 q2,1010,0.5575139678908284,"Mr. John P. Herrlin, Jr",0.5912901712714643,male,Societe Generale,"('EOG', '2018 q2')",0.0
22383,HES,2018 q2,1010,0.482796260613338,"Mr. John P. Herrlin, Jr",0.550217061278788,male,Societe Generale,"('HES', '2018 q2')",0.0
22384,MRO,2018 q2,1010,0.6100998327211462,"Mr. John P. Herrlin, Jr",0.6898831970068081,male,Societe Generale,"('MRO', '2018 q2')",0.0
22385,NBL,2018 q2,1010,0.5454012451246325,"Mr. John P. Herrlin, Jr",0.7732818133900253,male,Societe Generale,"('NBL', '2018 q2')",0.0
22386,OXY,2018 q2,1010,0.4652340687703009,"Mr. John P. Herrlin, Jr",0.6469548675394757,male,Societe Generale,"('OXY', '2018 q2')",0.0
22387,PXD,2018 q2,1010,0.3645599005904996,"Mr. John P. Herrlin, Jr",0.6601180397432808,male,Societe Generale,"('PXD', '2018 q2')",0.0
22388,XOM,2018 q2,1010,0.75567283213324,"Mr. John P. Herrlin, Jr",0.8070570876353009,male,Societe Generale,"('XOM', '2018 q2')",0.0
22389,APA,2018 q2,1010,0.6295509839036117,Mr. Doug G. Leggate,0.3971145591740687,male,BofA Global Research,"('APA', '2018 q2')",0.0
22390,COG,2018 q2,1010,0.6465637222745703,Mr. Doug G. Leggate,0.4803959314474899,male,BofA Global Research,"('COG', '2018 q2')",0.0
22391,COP,2018 q2,1010,0.5331291498430104,Mr. Doug G. Leggate,0.2478933592858692,male,BofA Global Research,"('COP', '2018 q2')",0.0
22392,CXO,2018 q2,1010,0.2519859347825391,Mr. Doug G. Leggate,0.1613046542222889,male,BofA Global Research,"('CXO', '2018 q2')",0.0
22393,DVN,2018 q2,1010,0.2646280349094585,Mr. Doug G. Leggate,0.1114677941645848,male,BofA Global Research,"('DVN', '2018 q2')",0.013168483972549438
22394,EOG,2018 q2,1010,0.5575139678908284,Mr. Doug G. Leggate,0.2828296515828917,male,BofA Global Research,"('EOG', '2018 q2')",0.0
22395,HES,2018 q2,1010,0.482796260613338,Mr. Doug G. Leggate,0.1576272715224851,male,BofA Global Research,"('HES', '2018 q2')",0.03585156425833702
22396,MPC,2018 q2,1010,0.4910445955483271,Mr. Doug G. Leggate,0.3354859408261403,male,BofA Global Research,"('MPC', '2018 q2')",0.015508067794144154
22397,MRO,2018 q2,1010,0.6100998327211462,Mr. Doug G. Leggate,0.2852891093770487,male,BofA Global Research,"('MRO', '2018 q2')",0.0
22398,NBL,2018 q2,1010,0.5454012451246325,Mr. Doug G. Leggate,0.2631373608130663,male,BofA Global Research,"('NBL', '2018 q2')",0.0
22399,OXY,2018 q2,1010,0.4652340687703009,Mr. Doug G. Leggate,0.3660032294081934,male,BofA Global Research,"('OXY', '2018 q2')",0.0
22400,PSX,2018 q2,1010,0.2604741578647461,Mr. Doug G. Leggate,0.3190962630928801,male,BofA Global Research,"('PSX', '2018 q2')",0.0
22401,PXD,2018 q2,1010,0.3645599005904996,Mr. Doug G. Leggate,0.187464262914339,male,BofA Global Research,"('PXD', '2018 q2')",0.0
22402,XOM,2018 q2,1010,0.75567283213324,Mr. Doug G. Leggate,0.3264275591314368,male,BofA Global Research,"('XOM', '2018 q2')",0.0
22403,APA,2018 q2,1010,0.6295509839036117,S&P pool,0.3495034048109146,Not a person,CFRA Equity Research,"('APA', '2018 q2')",0.0
22404,FANG,2018 q2,1010,0.2988180802279248,S&P pool,0.3645147262030598,Not a person,CFRA Equity Research,"('FANG', '2018 q2')",0.0
22405,KMI,2018 q2,1010,0.4294233550186437,S&P pool,0.3844932118828568,Not a person,CFRA Equity Research,"('KMI', '2018 q2')",0.0
22406,MRO,2018 q2,1010,0.6100998327211462,S&P pool,0.3745197543925886,Not a person,CFRA Equity Research,"('MRO', '2018 q2')",0.0
22407,OXY,2018 q2,1010,0.4652340687703009,S&P pool,0.409579853092602,Not a person,CFRA Equity Research,"('OXY', '2018 q2')",0.0
22408,PXD,2018 q2,1010,0.3645599005904996,S&P pool,0.2838248325903543,Not a person,CFRA Equity Research,"('PXD', '2018 q2')",0.0
22409,VLO,2018 q2,1010,0.3561099813507941,S&P pool,0.2723056339457402,Not a person,CFRA Equity Research,"('VLO', '2018 q2')",0.0
22410,APA,2018 q2,1010,0.6295509839036117,SADIF Research,0.9481310240807852,Not a person,Sadif Analytics Prime,"('APA', '2018 q2')",0.9276482462882996
22411,CVX,2018 q2,1010,0.71052872758587,SADIF Research,0.9389146481087144,Not a person,Sadif Analytics Prime,"('CVX', '2018 q2')",0.9277703166007996
22412,EOG,2018 q2,1010,0.5575139678908284,SADIF Research,0.9888583341195708,Not a person,Sadif Analytics Prime,"('EOG', '2018 q2')",0.9662460684776306
22413,XOM,2018 q2,1010,0.75567283213324,SADIF Research,0.9544233210468298,Not a person,Sadif Analytics Prime,"('XOM', '2018 q2')",0.8888139128684998
22414,APA,2018 q2,1010,0.6295509839036117,"Mr. Michael J. McAllister, Jr",0.3546051172235159,male,MUFG Securities Americas Inc.,"('APA', '2018 q2')",0.014597568660974503
22415,CXO,2018 q2,1010,0.2519859347825391,"Mr. Michael J. McAllister, Jr",0.0649284044903414,male,MUFG Securities Americas Inc.,"('CXO', '2018 q2')",0.0
22416,DVN,2018 q2,1010,0.2646280349094585,"Mr. Michael J. McAllister, Jr",0.0769254925488218,male,MUFG Securities Americas Inc.,"('DVN', '2018 q2')",0.023215411230921745
22417,HES,2018 q2,1010,0.482796260613338,"Mr. Michael J. McAllister, Jr",0.1814486599250429,male,MUFG Securities Americas Inc.,"('HES', '2018 q2')",0.01941787637770176
22418,NBL,2018 q2,1010,0.5454012451246325,"Mr. Michael J. McAllister, Jr",0.2594498285096887,male,MUFG Securities Americas Inc.,"('NBL', '2018 q2')",0.0
22419,OXY,2018 q2,1010,0.4652340687703009,"Mr. Michael J. McAllister, Jr",0.2297648593741519,male,MUFG Securities Americas Inc.,"('OXY', '2018 q2')",0.0
22420,PXD,2018 q2,1010,0.3645599005904996,"Mr. Michael J. McAllister, Jr",0.1148413262477261,male,MUFG Securities Americas Inc.,"('PXD', '2018 q2')",0.0
22421,APA,2018 q2,1010,0.6295509839036117,CFRA Research,0.3990745258441271,Not a person,CFRA Equity Research,"('APA', '2018 q2')",0.0
22422,COG,2018 q2,1010,0.6465637222745703,CFRA Research,0.4133494277489611,Not a person,CFRA Equity Research,"('COG', '2018 q2')",0.0
22423,COP,2018 q2,1010,0.5331291498430104,CFRA Research,0.4609321511134404,Not a person,CFRA Equity Research,"('COP', '2018 q2')",0.0
22424,CVX,2018 q2,1010,0.71052872758587,CFRA Research,0.5768523606971215,Not a person,CFRA Equity Research,"('CVX', '2018 q2')",0.0
22425,CXO,2018 q2,1010,0.2519859347825391,CFRA Research,0.4682559925068984,Not a person,CFRA Equity Research,"('CXO', '2018 q2')",0.0
22426,DVN,2018 q2,1010,0.2646280349094585,CFRA Research,0.4460597145227043,Not a person,CFRA Equity Research,"('DVN', '2018 q2')",0.0
22427,EOG,2018 q2,1010,0.5575139678908284,CFRA Research,0.529113698227286,Not a person,CFRA Equity Research,"('EOG', '2018 q2')",0.0
22428,FANG,2018 q2,1010,0.2988180802279248,CFRA Research,0.4058319139647178,Not a person,CFRA Equity Research,"('FANG', '2018 q2')",0.0
22429,HES,2018 q2,1010,0.482796260613338,CFRA Research,0.4090904673064936,Not a person,CFRA Equity Research,"('HES', '2018 q2')",0.0
22430,HFC,2018 q2,1010,0.5493814041989684,CFRA Research,0.4594358330459607,Not a person,CFRA Equity Research,"('HFC', '2018 q2')",0.0
22431,KMI,2018 q2,1010,0.4294233550186437,CFRA Research,0.421938025348684,Not a person,CFRA Equity Research,"('KMI', '2018 q2')",0.0
22432,MPC,2018 q2,1010,0.4910445955483271,CFRA Research,0.488102056998439,Not a person,CFRA Equity Research,"('MPC', '2018 q2')",0.0
22433,MRO,2018 q2,1010,0.6100998327211462,CFRA Research,0.406161538579399,Not a person,CFRA Equity Research,"('MRO', '2018 q2')",0.0
22434,NBL,2018 q2,1010,0.5454012451246325,CFRA Research,0.4517897908017265,Not a person,CFRA Equity Research,"('NBL', '2018 q2')",0.0
22435,OKE,2018 q2,1010,0.4113257426437054,CFRA Research,0.5365438760841816,Not a person,CFRA Equity Research,"('OKE', '2018 q2')",0.0
22436,OXY,2018 q2,1010,0.4652340687703009,CFRA Research,0.4405694640658203,Not a person,CFRA Equity Research,"('OXY', '2018 q2')",0.0
22437,PSX,2018 q2,1010,0.2604741578647461,CFRA Research,0.4238467020672975,Not a person,CFRA Equity Research,"('PSX', '2018 q2')",0.0
22438,PXD,2018 q2,1010,0.3645599005904996,CFRA Research,0.2905965686564699,Not a person,CFRA Equity Research,"('PXD', '2018 q2')",0.0
22439,VLO,2018 q2,1010,0.3561099813507941,CFRA Research,0.278464033568624,Not a person,CFRA Equity Research,"('VLO', '2018 q2')",0.0
22440,WMB,2018 q2,1010,0.5025655251698479,CFRA Research,0.5749984884814207,Not a person,CFRA Equity Research,"('WMB', '2018 q2')",0.0
22441,XOM,2018 q2,1010,0.75567283213324,CFRA Research,0.6066492432208822,Not a person,CFRA Equity Research,"('XOM', '2018 q2')",0.0
22442,COG,2018 q2,1010,0.6465637222745703,Mr. David W. Kistler,0.3348990016171593,male,Piper Sandler Companies,"('COG', '2018 q2')",0.0
22443,FANG,2018 q2,1010,0.2988180802279248,Mr. David W. Kistler,0.1526737872294075,male,Piper Sandler Companies,"('FANG', '2018 q2')",0.0
22444,COG,2018 q2,1010,0.6465637222745703,Jeffrey Stafford,0.5923340858110151,male,"Morningstar, Inc.","('COG', '2018 q2')",0.0
22445,PXD,2018 q2,1010,0.3645599005904996,Jeffrey Stafford,0.3439039242661701,male,"Morningstar, Inc.","('PXD', '2018 q2')",0.0073040615146358805
22446,COG,2018 q2,1010,0.6465637222745703,Credit Suisse Global Product Marketing,0.8821714796496037,Not a person,Credit Suisse,"('COG', '2018 q2')",0.0
22447,HES,2018 q2,1010,0.482796260613338,Credit Suisse Global Product Marketing,0.5066861313131581,Not a person,Credit Suisse,"('HES', '2018 q2')",0.0
22448,NBL,2018 q2,1010,0.5454012451246325,Credit Suisse Global Product Marketing,0.7016017012669168,Not a person,Credit Suisse,"('NBL', '2018 q2')",0.0
22449,COG,2018 q2,1010,0.6465637222745703,Mr. Biju Z. Perincheril,0.820975473880308,male,Susquehanna Financial Group LLLP,"('COG', '2018 q2')",0.0
22450,DVN,2018 q2,1010,0.2646280349094585,Mr. Biju Z. Perincheril,0.097202250173156,male,Susquehanna Financial Group LLLP,"('DVN', '2018 q2')",0.013788477517664433
22451,EOG,2018 q2,1010,0.5575139678908284,Mr. Biju Z. Perincheril,0.236306258555445,male,Susquehanna Financial Group LLLP,"('EOG', '2018 q2')",0.019000858068466187
22452,MRO,2018 q2,1010,0.6100998327211462,Mr. Biju Z. Perincheril,0.7458126228012107,male,Susquehanna Financial Group LLLP,"('MRO', '2018 q2')",0.0
22453,PXD,2018 q2,1010,0.3645599005904996,Mr. Biju Z. Perincheril,0.1991246824745783,male,Susquehanna Financial Group LLLP,"('PXD', '2018 q2')",0.0
22454,COG,2018 q2,1010,0.6465637222745703,David Holt,0.4000087543755205,male,CFRA Equity Research,"('COG', '2018 q2')",0.0
22455,COG,2018 q2,1010,0.6465637222745703,William Featherston,0.4198893366194064,male,Credit Suisse,"('COG', '2018 q2')",0.0
22456,COP,2018 q2,1010,0.5331291498430104,William Featherston,0.6127775200699745,male,Credit Suisse,"('COP', '2018 q2')",0.0
22457,CVX,2018 q2,1010,0.71052872758587,William Featherston,0.3737486629790542,male,Credit Suisse,"('CVX', '2018 q2')",0.0
22458,DVN,2018 q2,1010,0.2646280349094585,William Featherston,0.1496261926288513,male,Credit Suisse,"('DVN', '2018 q2')",0.0
22459,HES,2018 q2,1010,0.482796260613338,William Featherston,0.3180971585152448,male,Credit Suisse,"('HES', '2018 q2')",0.0
22460,COG,2018 q2,1010,0.6465637222745703,"Drew E. Venker, CFA",0.2568202877080992,male,Morgan Stanley,"('COG', '2018 q2')",0.0
22461,FANG,2018 q2,1010,0.2988180802279248,"Drew E. Venker, CFA",0.2528001256364041,male,Morgan Stanley,"('FANG', '2018 q2')",0.0
22462,COP,2018 q2,1010,0.5331291498430104,"Mr. Allen Good, CFA",0.806267757409556,male,"Morningstar, Inc.","('COP', '2018 q2')",0.0
22463,HFC,2018 q2,1010,0.5493814041989684,"Mr. Allen Good, CFA",0.5927996006729528,male,"Morningstar, Inc.","('HFC', '2018 q2')",0.0
22464,MPC,2018 q2,1010,0.4910445955483271,"Mr. Allen Good, CFA",0.7407974421979258,male,"Morningstar, Inc.","('MPC', '2018 q2')",0.0
22465,VLO,2018 q2,1010,0.3561099813507941,"Mr. Allen Good, CFA",0.435610077735218,male,"Morningstar, Inc.","('VLO', '2018 q2')",0.0
22466,XOM,2018 q2,1010,0.75567283213324,"Mr. Allen Good, CFA",0.6039461347715058,male,"Morningstar, Inc.","('XOM', '2018 q2')",0.0
22467,COP,2018 q2,1010,0.5331291498430104,Scott M. Hanold,0.1922468231060834,male,RBC Capital Markets,"('COP', '2018 q2')",0.0
22468,CXO,2018 q2,1010,0.2519859347825391,Scott M. Hanold,0.0660993073669508,male,RBC Capital Markets,"('CXO', '2018 q2')",0.01447545550763607
22469,DVN,2018 q2,1010,0.2646280349094585,Scott M. Hanold,0.0640483799450886,male,RBC Capital Markets,"('DVN', '2018 q2')",0.019705827347934246
22470,MRO,2018 q2,1010,0.6100998327211462,Scott M. Hanold,0.2538406809413958,male,RBC Capital Markets,"('MRO', '2018 q2')",0.017806686460971832
22471,COP,2018 q2,1010,0.5331291498430104,"Mr. Guy Baber, IV",0.3310375125265951,male,Piper Sandler Companies,"('COP', '2018 q2')",0.0
22472,CVX,2018 q2,1010,0.71052872758587,"Mr. Guy Baber, IV",0.4111742731118382,male,Piper Sandler Companies,"('CVX', '2018 q2')",0.0
22473,HES,2018 q2,1010,0.482796260613338,"Mr. Guy Baber, IV",0.1577874244926681,male,Piper Sandler Companies,"('HES', '2018 q2')",0.0
22474,MRO,2018 q2,1010,0.6100998327211462,"Mr. Guy Baber, IV",0.2753952897626193,male,Piper Sandler Companies,"('MRO', '2018 q2')",0.0
22475,OXY,2018 q2,1010,0.4652340687703009,"Mr. Guy Baber, IV",0.2043630623566353,male,Piper Sandler Companies,"('OXY', '2018 q2')",0.0
22476,XOM,2018 q2,1010,0.75567283213324,"Mr. Guy Baber, IV",0.4439601682695827,male,Piper Sandler Companies,"('XOM', '2018 q2')",0.0
22477,COP,2018 q2,1010,0.5331291498430104,"Mr. Paul Y. Cheng, CFA",0.1908422819539651,male,Barclays,"('COP', '2018 q2')",0.0
22478,HES,2018 q2,1010,0.482796260613338,"Mr. Paul Y. Cheng, CFA",0.1941169615169143,male,Barclays,"('HES', '2018 q2')",0.016936562955379486
22479,HFC,2018 q2,1010,0.5493814041989684,"Mr. Paul Y. Cheng, CFA",0.2273976596787205,male,Barclays,"('HFC', '2018 q2')",0.0
22480,PSX,2018 q2,1010,0.2604741578647461,"Mr. Paul Y. Cheng, CFA",0.0852602308783785,male,Barclays,"('PSX', '2018 q2')",0.0
22481,CVX,2018 q2,1010,0.71052872758587,Mr. Biraj Borkhataria,0.6958327782041659,male,RBC Capital Markets,"('CVX', '2018 q2')",0.03333333507180214
22482,XOM,2018 q2,1010,0.75567283213324,Mr. Biraj Borkhataria,0.323827596370598,male,RBC Capital Markets,"('XOM', '2018 q2')",0.0
22483,CVX,2018 q2,1010,0.71052872758587,"Mr. Douglas T. Terreson, CFA",0.3696075252871171,male,EVERCORE ISI,"('CVX', '2018 q2')",0.0
22484,CVX,2018 q2,1010,0.71052872758587,Analyst Desk TeleTrade,0.6177195891451264,Not a person,Teletrade-DJ International Consulting Ltd,"('CVX', '2018 q2')",0.0
22485,XOM,2018 q2,1010,0.75567283213324,Analyst Desk TeleTrade,0.5905468750481597,Not a person,Teletrade-DJ International Consulting Ltd,"('XOM', '2018 q2')",0.0
22486,CXO,2018 q2,1010,0.2519859347825391,Mr. Stephen Richardson,0.0754634392599684,male,EVERCORE ISI,"('CXO', '2018 q2')",0.0
22487,DVN,2018 q2,1010,0.2646280349094585,Mr. Stephen Richardson,0.1056607288943261,male,EVERCORE ISI,"('DVN', '2018 q2')",0.0
22488,EOG,2018 q2,1010,0.5575139678908284,Mr. Stephen Richardson,0.2009481962929298,male,EVERCORE ISI,"('EOG', '2018 q2')",0.0
22489,PXD,2018 q2,1010,0.3645599005904996,Mr. Stephen Richardson,0.1418590831871648,male,EVERCORE ISI,"('PXD', '2018 q2')",0.0
22490,CXO,2018 q2,1010,0.2519859347825391,Mr. Neal D. Dingmann,0.1509197342466821,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2018 q2')",0.0
22491,CXO,2018 q2,1010,0.2519859347825391,"Mr. Dave Meats, CFA",0.4075482697667175,male,"Morningstar, Inc.","('CXO', '2018 q2')",0.0
22492,EOG,2018 q2,1010,0.5575139678908284,"Mr. Dave Meats, CFA",0.4452128601567209,male,"Morningstar, Inc.","('EOG', '2018 q2')",0.005769391233722369
22493,FANG,2018 q2,1010,0.2988180802279248,"Mr. Dave Meats, CFA",0.3410091285162049,male,"Morningstar, Inc.","('FANG', '2018 q2')",0.0
22494,HES,2018 q2,1010,0.482796260613338,"Mr. Dave Meats, CFA",0.3880802154200892,male,"Morningstar, Inc.","('HES', '2018 q2')",0.0
22495,OXY,2018 q2,1010,0.4652340687703009,"Mr. Dave Meats, CFA",0.4713564290662944,male,"Morningstar, Inc.","('OXY', '2018 q2')",0.0
22496,CXO,2018 q2,1010,0.2519859347825391,Mr. Josh Silverstein,0.1188952834988381,male,Wolfe Research,"('CXO', '2018 q2')",0.0
22497,DVN,2018 q2,1010,0.2646280349094585,Mr. Josh Silverstein,0.2013708377263466,male,Wolfe Research,"('DVN', '2018 q2')",0.01997051015496254
22498,CXO,2018 q2,1010,0.2519859347825391,"Michael C. Schmitz, CFA",0.1227541405250369,male,Ladenburg Thalmann & Co. Inc.,"('CXO', '2018 q2')",0.0
22499,CXO,2018 q2,1010,0.2519859347825391,"Mark Lear, CFA",0.0913909133174989,male,Jefferies,"('CXO', '2018 q2')",0.034788426011800766
22500,FANG,2018 q2,1010,0.2988180802279248,"Mark Lear, CFA",0.0651258410393388,male,Jefferies,"('FANG', '2018 q2')",0.014522570185363293
22501,CXO,2018 q2,1010,0.2519859347825391,Ms. Gail A. Nicholson,0.0821438914350578,female,KLR Group,"('CXO', '2018 q2')",0.0
22502,FANG,2018 q2,1010,0.2988180802279248,Ms. Gail A. Nicholson,0.068292032842497,female,KLR Group,"('FANG', '2018 q2')",0.0
22503,NBL,2018 q2,1010,0.5454012451246325,Ms. Gail A. Nicholson,0.2529436986644683,female,KLR Group,"('NBL', '2018 q2')",0.0
22504,DVN,2018 q2,1010,0.2646280349094585,Mr. Marshall Coltrain,0.0884258484700119,male,Guggenheim Securities LLC,"('DVN', '2018 q2')",0.0
22505,EOG,2018 q2,1010,0.5575139678908284,Irene Haas,0.1826191271519229,female,"Imperial Capital, LLC","('EOG', '2018 q2')",0.0
22506,PXD,2018 q2,1010,0.3645599005904996,Irene Haas,0.1004554243702001,female,"Imperial Capital, LLC","('PXD', '2018 q2')",0.0
22507,FANG,2018 q2,1010,0.2988180802279248,Ms. Betty Jiang,0.139535353447028,female,Credit Suisse,"('FANG', '2018 q2')",0.0
22508,FANG,2018 q2,1010,0.2988180802279248,Mr. John M. White,0.0977915995088541,male,"Roth Capital Partners, Inc.","('FANG', '2018 q2')",0.01126511488109827
22509,FANG,2018 q2,1010,0.2988180802279248,Jeff S. Grampp,0.0782670098089732,male,Northland Securities,"('FANG', '2018 q2')",0.0
22510,FANG,2018 q2,1010,0.2988180802279248,"Mr. Asit K. Sen, CFA",0.2169016614659674,male,BofA Global Research,"('FANG', '2018 q2')",0.0
22511,FTI,2018 q2,1010,0.6490902266808141,"Mr. Charles P. Minervino, CFA",0.7795020793218409,male,Susquehanna Financial Group LLLP,"('FTI', '2018 q2')",0.0
22512,HAL,2018 q2,1010,0.6106138381676603,"Mr. Charles P. Minervino, CFA",0.8309548365023667,male,Susquehanna Financial Group LLLP,"('HAL', '2018 q2')",0.0
22513,HP,2018 q2,1010,0.6396296246422195,"Mr. Charles P. Minervino, CFA",0.6441496079837393,male,Susquehanna Financial Group LLLP,"('HP', '2018 q2')",0.0
22514,NOV,2018 q2,1010,0.6631697720556738,"Mr. Charles P. Minervino, CFA",0.758620674944105,male,Susquehanna Financial Group LLLP,"('NOV', '2018 q2')",0.0
22515,SLB,2018 q2,1010,0.5055663032379166,"Mr. Charles P. Minervino, CFA",0.7375389818426084,male,Susquehanna Financial Group LLLP,"('SLB', '2018 q2')",0.0
22516,FTI,2018 q2,1010,0.6490902266808141,Mr. Chase Mulvehill,0.2867295832107037,male,Wolfe Research,"('FTI', '2018 q2')",0.0
22517,HAL,2018 q2,1010,0.6106138381676603,Mr. Chase Mulvehill,0.2273869569616647,male,Wolfe Research,"('HAL', '2018 q2')",0.0
22518,PSX,2018 q2,1010,0.2604741578647461,Mr. Chase Mulvehill,0.1714908362960858,male,Wolfe Research,"('PSX', '2018 q2')",0.0
22519,SLB,2018 q2,1010,0.5055663032379166,Mr. Chase Mulvehill,0.1514164768257184,male,Wolfe Research,"('SLB', '2018 q2')",0.0
22520,VLO,2018 q2,1010,0.3561099813507941,Mr. Chase Mulvehill,0.2522006524951694,male,Wolfe Research,"('VLO', '2018 q2')",0.0
22521,FTI,2018 q2,1010,0.6490902266808141,Bertrand Hodee,0.3943851214130299,male,Kepler Cheuvreux,"('FTI', '2018 q2')",0.0
22522,FTI,2018 q2,1010,0.6490902266808141,Mr. Robert J. Pulleyn,0.4996967116460674,male,Morgan Stanley,"('FTI', '2018 q2')",0.0
22523,FTI,2018 q2,1010,0.6490902266808141,Hr. Per C. Olsen,0.4314090719877794,male,Pareto Securities AS,"('FTI', '2018 q2')",0.0
22524,FTI,2018 q2,1010,0.6490902266808141,Mr. Guillaume Delaby,0.7675574910624804,male,Societe Generale,"('FTI', '2018 q2')",0.0
22525,FTI,2018 q2,1010,0.6490902266808141,"Mr. Judson E. Bailey, CFA",0.3118399828743248,male,"Wells Fargo Securities, LLC","('FTI', '2018 q2')",0.0
22526,HAL,2018 q2,1010,0.6106138381676603,"Mr. Judson E. Bailey, CFA",0.184375587530217,male,"Wells Fargo Securities, LLC","('HAL', '2018 q2')",0.0
22527,NOV,2018 q2,1010,0.6631697720556738,"Mr. Judson E. Bailey, CFA",0.2599504923749722,male,"Wells Fargo Securities, LLC","('NOV', '2018 q2')",0.0
22528,SLB,2018 q2,1010,0.5055663032379166,"Mr. Judson E. Bailey, CFA",0.2315394635369782,male,"Wells Fargo Securities, LLC","('SLB', '2018 q2')",0.0
22529,FTI,2018 q2,1010,0.6490902266808141,Paige Marcus,0.7770299471493421,female,CFRA Equity Research,"('FTI', '2018 q2')",0.0
22530,HAL,2018 q2,1010,0.6106138381676603,Paige Marcus,0.7400263599813461,female,CFRA Equity Research,"('HAL', '2018 q2')",0.0
22531,HP,2018 q2,1010,0.6396296246422195,Paige Marcus,0.6678627110428333,female,CFRA Equity Research,"('HP', '2018 q2')",0.0
22532,NOV,2018 q2,1010,0.6631697720556738,Paige Marcus,0.6753534281147243,female,CFRA Equity Research,"('NOV', '2018 q2')",0.0
22533,SLB,2018 q2,1010,0.5055663032379166,Paige Marcus,0.693704543490858,female,CFRA Equity Research,"('SLB', '2018 q2')",0.0
22534,FTI,2018 q2,1010,0.6490902266808141,Jon Masdal,0.4010628013748908,male,DNB Markets,"('FTI', '2018 q2')",0.0
22535,FTI,2018 q2,1010,0.6490902266808141,"Mr. Marc G. Bianchi, CFA",0.2775847482008974,male,Cowen and Company,"('FTI', '2018 q2')",0.0
22536,HP,2018 q2,1010,0.6396296246422195,"Mr. Marc G. Bianchi, CFA",0.1895577321681548,male,Cowen and Company,"('HP', '2018 q2')",0.032822102308273315
22537,NOV,2018 q2,1010,0.6631697720556738,"Mr. Marc G. Bianchi, CFA",0.2239545793767664,male,Cowen and Company,"('NOV', '2018 q2')",0.0
22538,SLB,2018 q2,1010,0.5055663032379166,"Mr. Marc G. Bianchi, CFA",0.1293057689032919,male,Cowen and Company,"('SLB', '2018 q2')",0.0
22539,FTI,2018 q2,1010,0.6490902266808141,Mr. James M. Evans,0.3524543571875938,male,Exane BNP Paribas,"('FTI', '2018 q2')",0.0
22540,FTI,2018 q2,1010,0.6490902266808141,"Mr. Simon T. Wong, CFA",0.5925651110636753,male,Gabelli & Company,"('FTI', '2018 q2')",0.0
22541,HAL,2018 q2,1010,0.6106138381676603,Mr. Kenneth I. Sill,0.2060619303119164,male,SunTrust Robinson Humphrey Capital Markets,"('HAL', '2018 q2')",0.0
22542,HP,2018 q2,1010,0.6396296246422195,Mr. Kenneth I. Sill,0.1751249082641807,male,SunTrust Robinson Humphrey Capital Markets,"('HP', '2018 q2')",0.0
22543,NOV,2018 q2,1010,0.6631697720556738,Mr. Kenneth I. Sill,0.2364188080671385,male,SunTrust Robinson Humphrey Capital Markets,"('NOV', '2018 q2')",0.0
22544,SLB,2018 q2,1010,0.5055663032379166,Mr. Kenneth I. Sill,0.1783298653253833,male,SunTrust Robinson Humphrey Capital Markets,"('SLB', '2018 q2')",0.0
22545,HAL,2018 q2,1010,0.6106138381676603,Edward Muztafago,0.6477420015209829,male,Societe Generale,"('HAL', '2018 q2')",0.0
22546,HP,2018 q2,1010,0.6396296246422195,Edward Muztafago,0.6626995481025951,male,Societe Generale,"('HP', '2018 q2')",0.0
22547,NOV,2018 q2,1010,0.6631697720556738,Edward Muztafago,0.7115508417658513,male,Societe Generale,"('NOV', '2018 q2')",0.0
22548,SLB,2018 q2,1010,0.5055663032379166,Edward Muztafago,0.643417337549354,male,Societe Generale,"('SLB', '2018 q2')",0.005475286860018969
22549,HAL,2018 q2,1010,0.6106138381676603,Mr. Kurt Hallead,0.1746735043508917,male,RBC Capital Markets,"('HAL', '2018 q2')",0.0
22550,HP,2018 q2,1010,0.6396296246422195,Mr. Kurt Hallead,0.2374431068544672,male,RBC Capital Markets,"('HP', '2018 q2')",0.0
22551,NOV,2018 q2,1010,0.6631697720556738,Mr. Kurt Hallead,0.2173963538463171,male,RBC Capital Markets,"('NOV', '2018 q2')",0.037457175552845
22552,SLB,2018 q2,1010,0.5055663032379166,Mr. Kurt Hallead,0.182876637442405,male,RBC Capital Markets,"('SLB', '2018 q2')",0.0
22553,HAL,2018 q2,1010,0.6106138381676603,Mr. James C. West,0.2968049952839534,male,EVERCORE ISI,"('HAL', '2018 q2')",0.0
22554,SLB,2018 q2,1010,0.5055663032379166,Mr. James C. West,0.1953402086302383,male,EVERCORE ISI,"('SLB', '2018 q2')",0.009017693810164928
22555,HAL,2018 q2,1010,0.6106138381676603,Preston Caldwell,0.6555874731697795,male,"Morningstar, Inc.","('HAL', '2018 q2')",0.005914542358368635
22556,HP,2018 q2,1010,0.6396296246422195,Preston Caldwell,0.6137274748129302,male,"Morningstar, Inc.","('HP', '2018 q2')",0.0
22557,NOV,2018 q2,1010,0.6631697720556738,Preston Caldwell,0.6728004142103596,male,"Morningstar, Inc.","('NOV', '2018 q2')",0.0
22558,HAL,2018 q2,1010,0.6106138381676603,Mr. William A. Herbert,0.1941831796095638,male,Piper Sandler Companies,"('HAL', '2018 q2')",0.0
22559,NOV,2018 q2,1010,0.6631697720556738,Mr. William A. Herbert,0.4429830972237656,male,Piper Sandler Companies,"('NOV', '2018 q2')",0.0
22560,SLB,2018 q2,1010,0.5055663032379166,Mr. William A. Herbert,0.2541271422880925,male,Piper Sandler Companies,"('SLB', '2018 q2')",0.0
22561,HAL,2018 q2,1010,0.6106138381676603,Mr. Eduardo B. Royes,0.1374176389328118,male,Jefferies,"('HAL', '2018 q2')",0.0
22562,HAL,2018 q2,1010,0.6106138381676603,Mr. David Havens,0.9535986456720248,male,Deutsche Bank,"('HAL', '2018 q2')",0.0
22563,HP,2018 q2,1010,0.6396296246422195,Mr. David Havens,0.9642410850732602,male,Deutsche Bank,"('HP', '2018 q2')",0.0
22564,NOV,2018 q2,1010,0.6631697720556738,Mr. David Havens,0.9211848020335104,male,Deutsche Bank,"('NOV', '2018 q2')",0.0
22565,HAL,2018 q2,1010,0.6106138381676603,Mr. Christopher A. Jacobson,0.8684887467423544,male,Susquehanna Financial Group LLLP,"('HAL', '2018 q2')",0.0356579115614295
22566,HAL,2018 q2,1010,0.6106138381676603,Mr. Michael K. Lamotte,0.2937882857420489,male,Guggenheim Securities LLC,"('HAL', '2018 q2')",0.01391154807060957
22567,SLB,2018 q2,1010,0.5055663032379166,Mr. Michael K. Lamotte,0.2855870045774443,male,Guggenheim Securities LLC,"('SLB', '2018 q2')",0.030954066663980484
22568,HAL,2018 q2,1010,0.6106138381676603,Timna Tanners,0.3671572225906028,female,BofA Global Research,"('HAL', '2018 q2')",0.0
22569,HP,2018 q2,1010,0.6396296246422195,Timna Tanners,0.4469506440960124,female,BofA Global Research,"('HP', '2018 q2')",0.04835009202361107
22570,NOV,2018 q2,1010,0.6631697720556738,Timna Tanners,0.4837253616541587,female,BofA Global Research,"('NOV', '2018 q2')",0.0
22571,SLB,2018 q2,1010,0.5055663032379166,Timna Tanners,0.6414439715323211,female,BofA Global Research,"('SLB', '2018 q2')",0.03333333507180214
22572,HAL,2018 q2,1010,0.6106138381676603,"Mr. J. David J. Anderson, CFA",0.2554616093464448,male,Barclays,"('HAL', '2018 q2')",0.0
22573,HAL,2018 q2,1010,0.6106138381676603,Mr. James K. Wicklund,0.1980604112289385,male,Credit Suisse,"('HAL', '2018 q2')",0.0
22574,HP,2018 q2,1010,0.6396296246422195,Mr. James K. Wicklund,0.3995497683200497,male,Credit Suisse,"('HP', '2018 q2')",0.0
22575,SLB,2018 q2,1010,0.5055663032379166,Mr. James K. Wicklund,0.2181885038974006,male,Credit Suisse,"('SLB', '2018 q2')",0.006349146366119385
22576,HES,2018 q2,1010,0.482796260613338,"Charles Robertson, CFA",0.6307941698496375,male,Cowen and Company,"('HES', '2018 q2')",0.0
22577,PXD,2018 q2,1010,0.3645599005904996,"Charles Robertson, CFA",0.1997955079510641,male,Cowen and Company,"('PXD', '2018 q2')",0.0
22578,HFC,2018 q2,1010,0.5493814041989684,Mr. Jason Gabelman,0.2471880688199249,male,Cowen and Company,"('HFC', '2018 q2')",0.017651544883847237
22579,MPC,2018 q2,1010,0.4910445955483271,Mr. Jason Gabelman,0.2423066715197234,male,Cowen and Company,"('MPC', '2018 q2')",0.0
22580,PSX,2018 q2,1010,0.2604741578647461,Mr. Jason Gabelman,0.1003189121276829,male,Cowen and Company,"('PSX', '2018 q2')",0.0
22581,VLO,2018 q2,1010,0.3561099813507941,Mr. Jason Gabelman,0.205740390871079,male,Cowen and Company,"('VLO', '2018 q2')",0.0
22582,XOM,2018 q2,1010,0.75567283213324,Mr. Jason Gabelman,0.7439000860964431,male,Cowen and Company,"('XOM', '2018 q2')",0.0
22583,HFC,2018 q2,1010,0.5493814041989684,Mr. Manav Gupta,0.2994266091086534,male,Credit Suisse,"('HFC', '2018 q2')",0.006670014932751656
22584,MPC,2018 q2,1010,0.4910445955483271,Mr. Manav Gupta,0.2792043793770319,male,Credit Suisse,"('MPC', '2018 q2')",0.0
22585,PSX,2018 q2,1010,0.2604741578647461,Mr. Manav Gupta,0.1476461505727698,male,Credit Suisse,"('PSX', '2018 q2')",0.010921944864094257
22586,VLO,2018 q2,1010,0.3561099813507941,Mr. Manav Gupta,0.2447481006118804,male,Credit Suisse,"('VLO', '2018 q2')",0.0
22587,HFC,2018 q2,1010,0.5493814041989684,Ryan Todd,0.8933255256551875,male,Deutsche Bank,"('HFC', '2018 q2')",0.0
22588,MRO,2018 q2,1010,0.6100998327211462,Ryan Todd,0.8462190954002989,male,Deutsche Bank,"('MRO', '2018 q2')",0.0
22589,XOM,2018 q2,1010,0.75567283213324,Ryan Todd,0.8692175002114616,male,Deutsche Bank,"('XOM', '2018 q2')",0.0
22590,HP,2018 q2,1010,0.6396296246422195,John M. Daniel,0.3378868063297939,male,Piper Sandler Companies,"('HP', '2018 q2')",0.0
22591,KMI,2018 q2,1010,0.4294233550186437,Alex Kania,0.1796561300664074,male,Wolfe Research,"('KMI', '2018 q2')",0.03541363775730133
22592,WMB,2018 q2,1010,0.5025655251698479,Alex Kania,0.2439434594007895,male,Wolfe Research,"('WMB', '2018 q2')",0.0
22593,KMI,2018 q2,1010,0.4294233550186437,Mr. Travis Miller,0.5771105505488094,male,"Morningstar, Inc.","('KMI', '2018 q2')",0.0
22594,KMI,2018 q2,1010,0.4294233550186437,Tristan Richardson,0.1485814941864238,male,SunTrust Robinson Humphrey Capital Markets,"('KMI', '2018 q2')",0.0
22595,KMI,2018 q2,1010,0.4294233550186437,Keith Stanley,0.1873923182395595,male,Wolfe Research,"('KMI', '2018 q2')",0.0
22596,KMI,2018 q2,1010,0.4294233550186437,"Ms. Elvira Scotto, CFA",0.141494979284474,female,RBC Capital Markets,"('KMI', '2018 q2')",0.004798692961533864
22597,OKE,2018 q2,1010,0.4113257426437054,"Ms. Elvira Scotto, CFA",0.1895273087630432,female,RBC Capital Markets,"('OKE', '2018 q2')",0.0
22598,KMI,2018 q2,1010,0.4294233550186437,Mr. Gabe P. Moreen,0.1362459359436071,male,Deutsche Bank,"('KMI', '2018 q2')",0.0
22599,OKE,2018 q2,1010,0.4113257426437054,Mr. Gabe P. Moreen,0.1657064040671638,male,Deutsche Bank,"('OKE', '2018 q2')",0.0
22600,WMB,2018 q2,1010,0.5025655251698479,Mr. Gabe P. Moreen,0.1710118113941039,male,Deutsche Bank,"('WMB', '2018 q2')",0.0
22601,KMI,2018 q2,1010,0.4294233550186437,Mr. Michael J. Blum,0.1457501707336195,male,"Wells Fargo Securities, LLC","('KMI', '2018 q2')",0.01448677945882082
22602,OKE,2018 q2,1010,0.4113257426437054,Mr. Michael J. Blum,0.1883244966292862,male,"Wells Fargo Securities, LLC","('OKE', '2018 q2')",0.0
22603,KMI,2018 q2,1010,0.4294233550186437,Dennis Coleman,0.7032503815411261,male,BofA Global Research,"('KMI', '2018 q2')",0.03333333507180214
22604,OKE,2018 q2,1010,0.4113257426437054,Dennis Coleman,0.1496511981477023,male,BofA Global Research,"('OKE', '2018 q2')",0.0
22605,WMB,2018 q2,1010,0.5025655251698479,Dennis Coleman,0.2140364490537653,male,BofA Global Research,"('WMB', '2018 q2')",0.008333333767950535
22606,OKE,2018 q2,1010,0.4113257426437054,Mr. Matthew Phillips,0.571518437460948,male,Guggenheim Securities LLC,"('OKE', '2018 q2')",0.0
22607,OKE,2018 q2,1010,0.4113257426437054,Mr. Stephen Ellis,0.4047470571550474,male,"Morningstar, Inc.","('OKE', '2018 q2')",0.0
22608,WMB,2018 q2,1010,0.5025655251698479,Mr. Stephen Ellis,0.4823515801508504,male,"Morningstar, Inc.","('WMB', '2018 q2')",0.0
22609,OXY,2018 q2,1010,0.4652340687703009,Mr. Jason D. Gammel,0.1582348455256338,male,Jefferies,"('OXY', '2018 q2')",0.0
22610,OXY,2018 q2,1010,0.4652340687703009,Mr. Leo P. Mariani,0.1484582548408488,male,NatAlliance,"('OXY', '2018 q2')",0.0
22611,PSX,2018 q2,1010,0.2604741578647461,Benny C. Wong,0.0971864523202443,male,Morgan Stanley,"('PSX', '2018 q2')",0.0
22612,WMB,2018 q2,1010,0.5025655251698479,"Mr. TJ J. Schultz, CFA",0.2239534828975926,male,RBC Capital Markets,"('WMB', '2018 q2')",0.0
22613,WMB,2018 q2,1010,0.5025655251698479,"Sharon Lui, CPA",0.1890053519949446,female,"Wells Fargo Securities, LLC","('WMB', '2018 q2')",0.0
22614,WMB,2018 q2,1010,0.5025655251698479,Mr. Tom Abrams,0.7896730698106437,male,Morgan Stanley,"('WMB', '2018 q2')",0.0
22615,WMB,2018 q2,1010,0.5025655251698479,"Christopher P. Sighinolfi, CFA, CFA",0.4722050787954411,male,Jefferies,"('WMB', '2018 q2')",0.0
22616,XOM,2018 q2,1010,0.75567283213324,"Mr. Theepan Jothilingam, CFA",0.4796969929624949,male,Exane BNP Paribas,"('XOM', '2018 q2')",0.0
22617,CTL,2018 q1,5010,0.5323249912338666,CFRA Research,0.5997959463793392,Not a person,CFRA Equity Research,"('CTL', '2018 q1')",0.0
22618,CTL,2018 q1,5010,0.5323249912338666,"Timothy K. Horan, CFA",0.2700799796935041,male,"Oppenheimer & Co., Inc.","('CTL', '2018 q1')",0.0
22619,T,2018 q1,5010,0.3420418007345961,"Timothy K. Horan, CFA",0.1090657052371187,male,"Oppenheimer & Co., Inc.","('T', '2018 q1')",0.0
22620,CTL,2018 q1,5010,0.5323249912338666,Chris Kuiper,0.6312041453894817,male,CFRA Equity Research,"('CTL', '2018 q1')",0.0
22621,CTL,2018 q1,5010,0.5323249912338666,Michael McCormack,0.2973854429876488,male,Guggenheim Securities LLC,"('CTL', '2018 q1')",0.0
22622,CTL,2018 q1,5010,0.5323249912338666,Mr. Amir Rozwadowski,0.3255786115999234,male,Barclays,"('CTL', '2018 q1')",0.0
22623,T,2018 q1,5010,0.3420418007345961,Mr. Amir Rozwadowski,0.1647611425180802,male,Barclays,"('T', '2018 q1')",0.0
22624,TMUS,2018 q1,5010,0.6158249864505076,Mr. Amir Rozwadowski,0.240062012366846,male,Barclays,"('TMUS', '2018 q1')",0.0
22625,VZ,2018 q1,5010,0.4864265626564341,Mr. Amir Rozwadowski,0.3070370817692595,male,Barclays,"('VZ', '2018 q1')",0.0
22626,CTL,2018 q1,5010,0.5323249912338666,Mr. Scott Goldman,0.3422225951747205,male,Jefferies,"('CTL', '2018 q1')",0.01072709634900093
22627,TMUS,2018 q1,5010,0.6158249864505076,Mr. Scott Goldman,0.4886077528130711,male,Jefferies,"('TMUS', '2018 q1')",0.0
22628,CTL,2018 q1,5010,0.5323249912338666,Jonathan Atkin,0.3261979946668458,male,RBC Capital Markets,"('CTL', '2018 q1')",0.005173261743038893
22629,T,2018 q1,5010,0.3420418007345961,Jonathan Atkin,0.1024095308253777,male,RBC Capital Markets,"('T', '2018 q1')",0.0
22630,CTL,2018 q1,5010,0.5323249912338666,Greg P Miller,0.4135642627382959,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2018 q1')",0.0
22631,T,2018 q1,5010,0.3420418007345961,Greg P Miller,0.1056835602506859,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2018 q1')",0.0
22632,TMUS,2018 q1,5010,0.6158249864505076,Greg P Miller,0.3467397292821174,male,SunTrust Robinson Humphrey Capital Markets,"('TMUS', '2018 q1')",0.0
22633,CTL,2018 q1,5010,0.5323249912338666,"Mr. Sergey Dluzhevskiy, CFA",0.2366517785577787,male,Gabelli & Company,"('CTL', '2018 q1')",0.0
22634,T,2018 q1,5010,0.3420418007345961,"Mr. Sergey Dluzhevskiy, CFA",0.089876486764394,male,Gabelli & Company,"('T', '2018 q1')",0.0
22635,CTL,2018 q1,5010,0.5323249912338666,Mr. Alex Zhao,0.4864921079625169,male,"Morningstar, Inc.","('CTL', '2018 q1')",0.0
22636,T,2018 q1,5010,0.3420418007345961,"David W. Barden, Jr",0.1225654699296644,male,BofA Global Research,"('T', '2018 q1')",0.0
22637,T,2018 q1,5010,0.3420418007345961,Mr. David B. Burks,0.1435643624147538,male,Hilliard Lyons,"('T', '2018 q1')",0.0
22638,VZ,2018 q1,5010,0.4864265626564341,Mr. David B. Burks,0.2748827230998807,male,Hilliard Lyons,"('VZ', '2018 q1')",0.03674161434173584
22639,T,2018 q1,5010,0.3420418007345961,"Ms. Angelo Zino, CFA",0.5395824767871606,female,CFRA Equity Research,"('T', '2018 q1')",0.0
22640,TMUS,2018 q1,5010,0.6158249864505076,"Ms. Angelo Zino, CFA",0.5633813163537111,female,CFRA Equity Research,"('TMUS', '2018 q1')",0.0
22641,T,2018 q1,5010,0.3420418007345961,"Mr. Allan C. Nichols, CFA",0.4275361856022884,male,"Morningstar, Inc.","('T', '2018 q1')",0.0
22642,T,2018 q1,5010,0.3420418007345961,"Jeff C. Fan, CFA",0.0833767698342809,male,Scotiabank GBM,"('T', '2018 q1')",0.0
22643,T,2018 q1,5010,0.3420418007345961,Ms. Jennifer M. Fritzsche,0.2253402829754883,female,"Wells Fargo Securities, LLC","('T', '2018 q1')",0.02282812027260661
22644,TMUS,2018 q1,5010,0.6158249864505076,Ms. Jennifer M. Fritzsche,0.2779390954219101,female,"Wells Fargo Securities, LLC","('TMUS', '2018 q1')",0.0
22645,VZ,2018 q1,5010,0.4864265626564341,Ms. Jennifer M. Fritzsche,0.3137355979846806,female,"Wells Fargo Securities, LLC","('VZ', '2018 q1')",0.0
22646,T,2018 q1,5010,0.3420418007345961,Simon W. Flannery,0.5894613832006269,male,Morgan Stanley,"('T', '2018 q1')",0.0
22647,TMUS,2018 q1,5010,0.6158249864505076,Simon W. Flannery,0.2935576359988624,male,Morgan Stanley,"('TMUS', '2018 q1')",0.0
22648,TMUS,2018 q1,5010,0.6158249864505076,Mr. Matthew Niknam,0.9122935736669844,male,Deutsche Bank,"('TMUS', '2018 q1')",0.0
22649,VZ,2018 q1,5010,0.4864265626564341,Mr. Matthew Niknam,0.8193956347746619,male,Deutsche Bank,"('VZ', '2018 q1')",0.0
22650,TMUS,2018 q1,5010,0.6158249864505076,SADIF Research,0.9800128955781224,Not a person,Sadif Analytics Prime,"('TMUS', '2018 q1')",0.9539837837219238
22651,TMUS,2018 q1,5010,0.6158249864505076,"Mr. Philip Cusick, CFA",0.1865827671638462,male,JPMorgan,"('TMUS', '2018 q1')",0.0
22652,CTL,2018 q2,5010,0.645666120733912,S&P pool,0.6335248051520715,Not a person,CFRA Equity Research,"('CTL', '2018 q2')",0.0
22653,T,2018 q2,5010,0.4372066730525504,S&P pool,0.4344953386316562,Not a person,CFRA Equity Research,"('T', '2018 q2')",0.0
22654,CTL,2018 q2,5010,0.645666120733912,Mr. Amir Rozwadowski,0.3281191541826648,male,Barclays,"('CTL', '2018 q2')",0.006692808121442795
22655,T,2018 q2,5010,0.4372066730525504,Mr. Amir Rozwadowski,0.1292413303490217,male,Barclays,"('T', '2018 q2')",0.00836221252878507
22656,TMUS,2018 q2,5010,0.3168375010999612,Mr. Amir Rozwadowski,0.1972076177120759,male,Barclays,"('TMUS', '2018 q2')",0.0
22657,CTL,2018 q2,5010,0.645666120733912,CFRA Research,0.6544112089407655,Not a person,CFRA Equity Research,"('CTL', '2018 q2')",0.0
22658,T,2018 q2,5010,0.4372066730525504,CFRA Research,0.4308736059061951,Not a person,CFRA Equity Research,"('T', '2018 q2')",0.0
22659,TMUS,2018 q2,5010,0.3168375010999612,CFRA Research,0.4141583757695937,Not a person,CFRA Equity Research,"('TMUS', '2018 q2')",0.0
22660,CTL,2018 q2,5010,0.645666120733912,"David W. Barden, Jr",0.360493568106379,male,BofA Global Research,"('CTL', '2018 q2')",0.0
22661,T,2018 q2,5010,0.4372066730525504,"David W. Barden, Jr",0.1505798918703181,male,BofA Global Research,"('T', '2018 q2')",0.0
22662,CTL,2018 q2,5010,0.645666120733912,Mr. Matthew Dolgin,0.7147562043241087,male,"Morningstar, Inc.","('CTL', '2018 q2')",0.0
22663,CTL,2018 q2,5010,0.645666120733912,Mr. Scott Goldman,0.2488238668980698,male,Jefferies,"('CTL', '2018 q2')",0.0
22664,T,2018 q2,5010,0.4372066730525504,Mr. Scott Goldman,0.186794135522257,male,Jefferies,"('T', '2018 q2')",0.0
22665,CTL,2018 q2,5010,0.645666120733912,Greg P Miller,0.2549346998620179,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2018 q2')",0.0
22666,T,2018 q2,5010,0.4372066730525504,Greg P Miller,0.1398289274902566,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2018 q2')",0.0
22667,CTL,2018 q2,5010,0.645666120733912,Mr. Matthew Niknam,0.8953621693877122,male,Deutsche Bank,"('CTL', '2018 q2')",0.0
22668,T,2018 q2,5010,0.4372066730525504,Mr. Matthew Niknam,0.8801254775315146,male,Deutsche Bank,"('T', '2018 q2')",0.0
22669,CTL,2018 q2,5010,0.645666120733912,Michael McCormack,0.4798839196599119,male,Guggenheim Securities LLC,"('CTL', '2018 q2')",0.0
22670,T,2018 q2,5010,0.4372066730525504,Michael McCormack,0.2629711720654114,male,Guggenheim Securities LLC,"('T', '2018 q2')",0.0
22671,T,2018 q2,5010,0.4372066730525504,Shafiq Kadir,0.147046153498165,male,Jefferies,"('T', '2018 q2')",0.014766677282750607
22672,T,2018 q2,5010,0.4372066730525504,Ms. Jennifer M. Fritzsche,0.6691798688955051,female,"Wells Fargo Securities, LLC","('T', '2018 q2')",0.03333333507180214
22673,TMUS,2018 q2,5010,0.3168375010999612,Ms. Jennifer M. Fritzsche,0.1378447392642793,female,"Wells Fargo Securities, LLC","('TMUS', '2018 q2')",0.0
22674,T,2018 q2,5010,0.4372066730525504,Mr. David B. Burks,0.165528959645242,male,Hilliard Lyons,"('T', '2018 q2')",0.04993452038615942
22675,T,2018 q2,5010,0.4372066730525504,Simon W. Flannery,0.2039361095839407,male,Morgan Stanley,"('T', '2018 q2')",0.0
22676,T,2018 q2,5010,0.4372066730525504,"Timothy K. Horan, CFA",0.097815978299368,male,"Oppenheimer & Co., Inc.","('T', '2018 q2')",0.0
22677,T,2018 q2,5010,0.4372066730525504,Jonathan Atkin,0.1499718964996161,male,RBC Capital Markets,"('T', '2018 q2')",0.0
22678,TMUS,2018 q2,5010,0.3168375010999612,"Mr. Allan C. Nichols, CFA",0.3452046350737178,male,"Morningstar, Inc.","('TMUS', '2018 q2')",0.004166666883975267
22679,VZ,2018 q2,5010,0.0,"Mr. Allan C. Nichols, CFA",,male,"Morningstar, Inc.","('VZ', '2018 q2')",0.0
22680,TMUS,2018 q2,5010,0.3168375010999612,Walter Piecyk,0.1558878748161602,male,BTIG,"('TMUS', '2018 q2')",0.0
22681,TMUS,2018 q2,5010,0.3168375010999612,"Mr. Philip Cusick, CFA",0.2398657079939651,male,JPMorgan,"('TMUS', '2018 q2')",0.02812705747783184
22682,CTL,2018 q3,5010,0.7036714622015072,Chris Kuiper,0.6152113232571514,male,CFRA Equity Research,"('CTL', '2018 q3')",0.0
22683,CTL,2018 q3,5010,0.7036714622015072,Mr. Matthew Niknam,0.8550846502007545,male,Deutsche Bank,"('CTL', '2018 q3')",0.0
22684,T,2018 q3,5010,0.6581502880820074,Mr. Matthew Niknam,0.6933859028382173,male,Deutsche Bank,"('T', '2018 q3')",0.0
22685,VZ,2018 q3,5010,0.7933971692055106,Mr. Matthew Niknam,0.9501026276520254,male,Deutsche Bank,"('VZ', '2018 q3')",0.0
22686,CTL,2018 q3,5010,0.7036714622015072,"David W. Barden, Jr",0.6505360123763576,male,BofA Global Research,"('CTL', '2018 q3')",0.03333333507180214
22687,T,2018 q3,5010,0.6581502880820074,"David W. Barden, Jr",0.1691174259588944,male,BofA Global Research,"('T', '2018 q3')",0.017018252983689308
22688,VZ,2018 q3,5010,0.7933971692055106,"David W. Barden, Jr",0.5686170477333138,male,BofA Global Research,"('VZ', '2018 q3')",0.0
22689,CTL,2018 q3,5010,0.7036714622015072,Acquisdata Research Team,0.5262874762927806,Not a person,Acquisdata,"('CTL', '2018 q3')",0.0
22690,TMUS,2018 q3,5010,0.3211318542758971,Acquisdata Research Team,0.1187967317169753,Not a person,Acquisdata,"('TMUS', '2018 q3')",0.0
22691,CTL,2018 q3,5010,0.7036714622015072,Simon W. Flannery,0.4936282523235115,male,Morgan Stanley,"('CTL', '2018 q3')",0.0
22692,T,2018 q3,5010,0.6581502880820074,Simon W. Flannery,0.6084055580639166,male,Morgan Stanley,"('T', '2018 q3')",0.03333333507180214
22693,TMUS,2018 q3,5010,0.3211318542758971,Simon W. Flannery,0.1995126080607455,male,Morgan Stanley,"('TMUS', '2018 q3')",0.0
22694,CTL,2018 q3,5010,0.7036714622015072,Mr. Keith Snyder,0.608375537421229,male,CFRA Equity Research,"('CTL', '2018 q3')",0.0
22695,CTL,2018 q3,5010,0.7036714622015072,Mr. Matthew Dolgin,0.789882241625809,male,"Morningstar, Inc.","('CTL', '2018 q3')",0.0
22696,CTL,2018 q3,5010,0.7036714622015072,Mr. Amir Rozwadowski,0.3439940646796445,male,Barclays,"('CTL', '2018 q3')",0.0
22697,CTL,2018 q3,5010,0.7036714622015072,Greg P Miller,0.4063179699916253,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2018 q3')",0.0
22698,T,2018 q3,5010,0.6581502880820074,Greg P Miller,0.2119572356445847,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2018 q3')",0.0
22699,CTL,2018 q3,5010,0.7036714622015072,Jonathan Atkin,0.3342759244145521,male,RBC Capital Markets,"('CTL', '2018 q3')",0.0
22700,T,2018 q3,5010,0.6581502880820074,"Mr. Michael Hodel, CFA",0.5379829127485246,male,"Morningstar, Inc.","('T', '2018 q3')",0.0
22701,VZ,2018 q3,5010,0.7933971692055106,"Mr. Michael Hodel, CFA",0.6027962077396881,male,"Morningstar, Inc.","('VZ', '2018 q3')",0.0
22702,T,2018 q3,5010,0.6581502880820074,Colby A. Synesael,0.292296893191375,male,Cowen and Company,"('T', '2018 q3')",0.0
22703,TMUS,2018 q3,5010,0.3211318542758971,Colby A. Synesael,0.2203996364323437,male,Cowen and Company,"('TMUS', '2018 q3')",0.0
22704,T,2018 q3,5010,0.6581502880820074,Ms. Jennifer M. Fritzsche,0.2415121313323972,female,"Wells Fargo Securities, LLC","('T', '2018 q3')",0.0
22705,TMUS,2018 q3,5010,0.3211318542758971,Ms. Jennifer M. Fritzsche,0.2661403452942112,female,"Wells Fargo Securities, LLC","('TMUS', '2018 q3')",0.0
22706,T,2018 q3,5010,0.6581502880820074,"David J. McFadgen, CFA",0.4878454213198189,male,Cormark Securities Inc.,"('T', '2018 q3')",0.0
22707,T,2018 q3,5010,0.6581502880820074,SADIF Research,0.9813770448044138,Not a person,Sadif Analytics Prime,"('T', '2018 q3')",0.947503387928009
22708,VZ,2018 q3,5010,0.7933971692055106,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VZ', '2018 q3')",0.9684000611305237
22709,T,2018 q3,5010,0.6581502880820074,Mr. Douglas D. Mitchelson,0.4199957226804745,male,Credit Suisse,"('T', '2018 q3')",0.0
22710,T,2018 q3,5010,0.6581502880820074,"Ms. Jaime S. Morris, CFA, CPA",0.6110118297336617,female,Jefferies,"('T', '2018 q3')",0.0
22711,T,2018 q3,5010,0.6581502880820074,Michael McCormack,0.2330874635707553,male,Guggenheim Securities LLC,"('T', '2018 q3')",0.0
22712,TMUS,2018 q3,5010,0.3211318542758971,Michael McCormack,0.1740630659660484,male,Guggenheim Securities LLC,"('TMUS', '2018 q3')",0.0
22713,T,2018 q3,5010,0.6581502880820074,S&P pool,0.5094245674810403,Not a person,CFRA Equity Research,"('T', '2018 q3')",0.0
22714,T,2018 q3,5010,0.6581502880820074,Research Department,0.7216766926051555,Not a person,WM SMITH,"('T', '2018 q3')",0.0
22715,T,2018 q3,5010,0.6581502880820074,Research Department,0.7216766926051555,Not a person,Trefis,"('T', '2018 q3')",0.0
22716,VZ,2018 q3,5010,0.7933971692055106,Research Department,0.5298443994676071,Not a person,WM SMITH,"('VZ', '2018 q3')",0.0
22717,VZ,2018 q3,5010,0.7933971692055106,Research Department,0.5298443994676071,Not a person,Trefis,"('VZ', '2018 q3')",0.0
22718,T,2018 q3,5010,0.6581502880820074,"Ms. Angelo Zino, CFA",0.5024076424962256,female,CFRA Equity Research,"('T', '2018 q3')",0.0
22719,TMUS,2018 q3,5010,0.3211318542758971,"Ms. Angelo Zino, CFA",0.4044705717586297,female,CFRA Equity Research,"('TMUS', '2018 q3')",0.0
22720,TMUS,2018 q3,5010,0.3211318542758971,"Mr. Allan C. Nichols, CFA",0.3513779384980416,male,"Morningstar, Inc.","('TMUS', '2018 q3')",0.0
22721,TMUS,2018 q3,5010,0.3211318542758971,"Mr. Philip Cusick, CFA",0.1289020956755958,male,JPMorgan,"('TMUS', '2018 q3')",0.0
22722,CTL,2018 q4,5010,0.6222355102668387,Mr. Matthew Niknam,0.8926321892821606,male,Deutsche Bank,"('CTL', '2018 q4')",0.0
22723,T,2018 q4,5010,0.5936159986821549,Mr. Matthew Niknam,0.8669128397537861,male,Deutsche Bank,"('T', '2018 q4')",0.0
22724,VZ,2018 q4,5010,0.8476730172206678,Mr. Matthew Niknam,0.8988411441148865,male,Deutsche Bank,"('VZ', '2018 q4')",0.0
22725,CTL,2018 q4,5010,0.6222355102668387,"Timothy K. Horan, CFA",0.2634725888777801,male,"Oppenheimer & Co., Inc.","('CTL', '2018 q4')",0.0
22726,T,2018 q4,5010,0.5936159986821549,"Timothy K. Horan, CFA",0.1994398180013872,male,"Oppenheimer & Co., Inc.","('T', '2018 q4')",0.0
22727,TMUS,2018 q4,5010,0.3732209058857305,"Timothy K. Horan, CFA",0.1158423775946674,male,"Oppenheimer & Co., Inc.","('TMUS', '2018 q4')",0.011375097557902336
22728,CTL,2018 q4,5010,0.6222355102668387,"Gregory Williams, CFA",0.3475247308756973,male,Cowen and Company,"('CTL', '2018 q4')",0.0
22729,CTL,2018 q4,5010,0.6222355102668387,Mr. Keith Snyder,0.757541413103765,male,CFRA Equity Research,"('CTL', '2018 q4')",0.0
22730,T,2018 q4,5010,0.5936159986821549,Mr. Keith Snyder,0.4828614777501152,male,CFRA Equity Research,"('T', '2018 q4')",0.0
22731,TMUS,2018 q4,5010,0.3732209058857305,Mr. Keith Snyder,0.3409708991866252,male,CFRA Equity Research,"('TMUS', '2018 q4')",0.0
22732,VZ,2018 q4,5010,0.8476730172206678,Mr. Keith Snyder,0.7341659544289916,male,CFRA Equity Research,"('VZ', '2018 q4')",0.0
22733,CTL,2018 q4,5010,0.6222355102668387,Mr. Matthew Dolgin,0.657855669920184,male,"Morningstar, Inc.","('CTL', '2018 q4')",0.0
22734,CTL,2018 q4,5010,0.6222355102668387,Greg P Miller,0.1851659410310703,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2018 q4')",0.0
22735,T,2018 q4,5010,0.5936159986821549,Greg P Miller,0.1888015724974002,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2018 q4')",0.0
22736,CTL,2018 q4,5010,0.6222355102668387,Mr. Amir Rozwadowski,0.2752436963242627,male,Barclays,"('CTL', '2018 q4')",0.0
22737,CTL,2018 q4,5010,0.6222355102668387,Jonathan Atkin,0.2414440903981784,male,RBC Capital Markets,"('CTL', '2018 q4')",0.013278260827064514
22738,T,2018 q4,5010,0.5936159986821549,Jonathan Atkin,0.2080367772391352,male,RBC Capital Markets,"('T', '2018 q4')",0.0
22739,TMUS,2018 q4,5010,0.3732209058857305,Jonathan Atkin,0.1261404208222657,male,RBC Capital Markets,"('TMUS', '2018 q4')",0.0
22740,CTL,2018 q4,5010,0.6222355102668387,Michael McCormack,0.6689088399471612,male,Guggenheim Securities LLC,"('CTL', '2018 q4')",0.0
22741,T,2018 q4,5010,0.5936159986821549,Michael McCormack,0.5479675025816896,male,Guggenheim Securities LLC,"('T', '2018 q4')",0.0
22742,TMUS,2018 q4,5010,0.3732209058857305,Michael McCormack,0.3318422562718621,male,Guggenheim Securities LLC,"('TMUS', '2018 q4')",0.0
22743,VZ,2018 q4,5010,0.8476730172206678,Michael McCormack,0.729699596340059,male,Guggenheim Securities LLC,"('VZ', '2018 q4')",0.0
22744,CTL,2018 q4,5010,0.6222355102668387,Mr. Scott Goldman,0.4695425774315964,male,Jefferies,"('CTL', '2018 q4')",0.0
22745,CTL,2018 q4,5010,0.6222355102668387,Simon W. Flannery,0.3834585928839253,male,Morgan Stanley,"('CTL', '2018 q4')",0.0
22746,TMUS,2018 q4,5010,0.3732209058857305,Simon W. Flannery,0.1389977831101666,male,Morgan Stanley,"('TMUS', '2018 q4')",0.0
22747,T,2018 q4,5010,0.5936159986821549,Colby A. Synesael,0.4670554460354241,male,Cowen and Company,"('T', '2018 q4')",0.0
22748,TMUS,2018 q4,5010,0.3732209058857305,Colby A. Synesael,0.1691634798122227,male,Cowen and Company,"('TMUS', '2018 q4')",0.0
22749,T,2018 q4,5010,0.5936159986821549,"Mr. Michael Hodel, CFA",0.552342923133289,male,"Morningstar, Inc.","('T', '2018 q4')",0.008333333767950535
22750,TMUS,2018 q4,5010,0.3732209058857305,"Mr. Michael Hodel, CFA",0.4317351770287392,male,"Morningstar, Inc.","('TMUS', '2018 q4')",0.011111111690600714
22751,T,2018 q4,5010,0.5936159986821549,"David W. Barden, Jr",0.2167135711063256,male,BofA Global Research,"('T', '2018 q4')",0.0
22752,TMUS,2018 q4,5010,0.3732209058857305,"David W. Barden, Jr",0.4381437858301334,male,BofA Global Research,"('TMUS', '2018 q4')",0.0
22753,T,2018 q4,5010,0.5936159986821549,Mr. Vijay Jayant,0.6591206410300896,male,EVERCORE ISI,"('T', '2018 q4')",0.03333333507180214
22754,VZ,2018 q4,5010,0.8476730172206678,Mr. Vijay Jayant,0.7389062221668986,male,EVERCORE ISI,"('VZ', '2018 q4')",0.03333333507180214
22755,T,2018 q4,5010,0.5936159986821549,Ms. Jennifer M. Fritzsche,0.2242252297294118,female,"Wells Fargo Securities, LLC","('T', '2018 q4')",0.0
22756,T,2018 q4,5010,0.5936159986821549,Analyst Desk TeleTrade,0.4830390523888138,Not a person,Teletrade-DJ International Consulting Ltd,"('T', '2018 q4')",0.0
22757,T,2018 q4,5010,0.5936159986821549,"Ms. Angelo Zino, CFA",0.4785933562384538,female,CFRA Equity Research,"('T', '2018 q4')",0.0
22758,TMUS,2018 q4,5010,0.3732209058857305,"Ms. Angelo Zino, CFA",0.3412986461362289,female,CFRA Equity Research,"('TMUS', '2018 q4')",0.0
22759,TMUS,2018 q4,5010,0.3732209058857305,"John C. Hodulik, CFA",0.2359242414077652,male,UBS Equities,"('TMUS', '2018 q4')",0.0
22760,TMUS,2018 q4,5010,0.3732209058857305,"Mr. Philip Cusick, CFA",0.1286496473276338,male,JPMorgan,"('TMUS', '2018 q4')",0.0
22761,VZ,2018 q4,5010,0.8476730172206678,SADIF Research,0.9650113160875962,Not a person,Sadif Analytics Prime,"('VZ', '2018 q4')",0.9569357633590698
22762,VZ,2018 q4,5010,0.8476730172206678,"Jeff C. Fan, CFA",0.6434304081013129,male,Scotiabank GBM,"('VZ', '2018 q4')",0.0
22763,CTL,2019 q1,5010,0.65747006106304,Jonathan Atkin,0.2541786894200052,male,RBC Capital Markets,"('CTL', '2019 q1')",0.0
22764,T,2019 q1,5010,0.6450382768738525,Jonathan Atkin,0.2582124961113513,male,RBC Capital Markets,"('T', '2019 q1')",0.0
22765,TMUS,2019 q1,5010,0.618395817209009,Jonathan Atkin,0.3114107047655439,male,RBC Capital Markets,"('TMUS', '2019 q1')",0.0
22766,VZ,2019 q1,5010,0.5595235559923001,Jonathan Atkin,0.3652656372257198,male,RBC Capital Markets,"('VZ', '2019 q1')",0.0
22767,CTL,2019 q1,5010,0.65747006106304,Ms. Jennifer M. Fritzsche,0.3931535028139822,female,"Wells Fargo Securities, LLC","('CTL', '2019 q1')",0.0
22768,VZ,2019 q1,5010,0.5595235559923001,Ms. Jennifer M. Fritzsche,0.4121678863619639,female,"Wells Fargo Securities, LLC","('VZ', '2019 q1')",0.018234416842460632
22769,CTL,2019 q1,5010,0.65747006106304,Simon W. Flannery,0.3788354873369334,male,Morgan Stanley,"('CTL', '2019 q1')",0.0
22770,CTL,2019 q1,5010,0.65747006106304,Mr. Keith Snyder,0.6889353311205101,male,CFRA Equity Research,"('CTL', '2019 q1')",0.0
22771,T,2019 q1,5010,0.6450382768738525,Mr. Keith Snyder,0.5501592438174145,male,CFRA Equity Research,"('T', '2019 q1')",0.0
22772,TMUS,2019 q1,5010,0.618395817209009,Mr. Keith Snyder,0.4870470098429861,male,CFRA Equity Research,"('TMUS', '2019 q1')",0.0
22773,VZ,2019 q1,5010,0.5595235559923001,Mr. Keith Snyder,0.5373578602739463,male,CFRA Equity Research,"('VZ', '2019 q1')",0.0
22774,CTL,2019 q1,5010,0.65747006106304,Michael McCormack,0.2404137381096353,male,Guggenheim Securities LLC,"('CTL', '2019 q1')",0.0
22775,T,2019 q1,5010,0.6450382768738525,Michael McCormack,0.3887774026086286,male,Guggenheim Securities LLC,"('T', '2019 q1')",0.0
22776,CTL,2019 q1,5010,0.65747006106304,Mr. Matthew Niknam,0.8718485943770133,male,Deutsche Bank,"('CTL', '2019 q1')",0.0
22777,T,2019 q1,5010,0.6450382768738525,Mr. Matthew Niknam,0.9402108755368768,male,Deutsche Bank,"('T', '2019 q1')",0.0
22778,CTL,2019 q1,5010,0.65747006106304,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CTL', '2019 q1')",0.9931548833847046
22779,T,2019 q1,5010,0.6450382768738525,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('T', '2019 q1')",0.9931707382202148
22780,CTL,2019 q1,5010,0.65747006106304,"David W. Barden, Jr",0.2988477905623614,male,BofA Global Research,"('CTL', '2019 q1')",0.021948140114545822
22781,TMUS,2019 q1,5010,0.618395817209009,"David W. Barden, Jr",0.7277889414587951,male,BofA Global Research,"('TMUS', '2019 q1')",0.03333333507180214
22782,CTL,2019 q1,5010,0.65747006106304,Greg P Miller,0.4471407439125264,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2019 q1')",0.0
22783,T,2019 q1,5010,0.6450382768738525,Greg P Miller,0.2746802354199478,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2019 q1')",0.005753108765929937
22784,TMUS,2019 q1,5010,0.618395817209009,Greg P Miller,0.2926620306716684,male,SunTrust Robinson Humphrey Capital Markets,"('TMUS', '2019 q1')",0.0
22785,CTL,2019 q1,5010,0.65747006106304,Mr. Matthew Dolgin,0.6253117944116786,male,"Morningstar, Inc.","('CTL', '2019 q1')",0.0
22786,CTL,2019 q1,5010,0.65747006106304,Acquisdata Research Team,0.4522877959343295,Not a person,Acquisdata,"('CTL', '2019 q1')",0.0
22787,CTL,2019 q1,5010,0.65747006106304,"Timothy K. Horan, CFA",0.3002542279309411,male,"Oppenheimer & Co., Inc.","('CTL', '2019 q1')",0.0
22788,T,2019 q1,5010,0.6450382768738525,Colby A. Synesael,0.2808146175683505,male,Cowen and Company,"('T', '2019 q1')",0.010515964590013027
22789,T,2019 q1,5010,0.6450382768738525,"Mr. Michael Hodel, CFA",0.555427248777076,male,"Morningstar, Inc.","('T', '2019 q1')",0.0
22790,TMUS,2019 q1,5010,0.618395817209009,"Mr. Michael Hodel, CFA",0.5053812748495018,male,"Morningstar, Inc.","('TMUS', '2019 q1')",0.008333333767950535
22791,VZ,2019 q1,5010,0.5595235559923001,"Mr. Michael Hodel, CFA",0.6440331297494951,male,"Morningstar, Inc.","('VZ', '2019 q1')",0.0
22792,T,2019 q1,5010,0.6450382768738525,"Jeff C. Fan, CFA",0.3127586412380593,male,Scotiabank GBM,"('T', '2019 q1')",0.0
22793,TMUS,2019 q1,5010,0.618395817209009,"Mr. Philip Cusick, CFA",0.2628759346980897,male,JPMorgan,"('TMUS', '2019 q1')",0.0
22794,TMUS,2019 q1,5010,0.618395817209009,SADIF Research,0.952697151996796,Not a person,Sadif Analytics Prime,"('TMUS', '2019 q1')",0.9548906683921814
22795,VZ,2019 q1,5010,0.5595235559923001,Kannan Venkateshwar,0.4724886160256776,male,Barclays,"('VZ', '2019 q1')",0.0
22796,CTL,2019 q2,5010,0.4886514235245924,Michael McCormack,0.5066538582664495,male,Guggenheim Securities LLC,"('CTL', '2019 q2')",0.0036866810793677964
22797,T,2019 q2,5010,0.7131775609575921,Michael McCormack,0.498258631458254,male,Guggenheim Securities LLC,"('T', '2019 q2')",0.0
22798,CTL,2019 q2,5010,0.4886514235245924,Jonathan Atkin,0.2268462112875388,male,RBC Capital Markets,"('CTL', '2019 q2')",0.0
22799,T,2019 q2,5010,0.7131775609575921,Jonathan Atkin,0.3905088207316395,male,RBC Capital Markets,"('T', '2019 q2')",0.0
22800,TMUS,2019 q2,5010,0.4269986738146907,Jonathan Atkin,0.1714178966079333,male,RBC Capital Markets,"('TMUS', '2019 q2')",0.0
22801,CTL,2019 q2,5010,0.4886514235245924,Mr. Keith Snyder,0.6944619323187542,male,CFRA Equity Research,"('CTL', '2019 q2')",0.0
22802,T,2019 q2,5010,0.7131775609575921,Mr. Keith Snyder,0.5679257863600572,male,CFRA Equity Research,"('T', '2019 q2')",0.0
22803,TMUS,2019 q2,5010,0.4269986738146907,Mr. Keith Snyder,0.4168805116236068,male,CFRA Equity Research,"('TMUS', '2019 q2')",0.0
22804,VZ,2019 q2,5010,0.0,Mr. Keith Snyder,,male,CFRA Equity Research,"('VZ', '2019 q2')",0.0
22805,CTL,2019 q2,5010,0.4886514235245924,Mr. Matthew Dolgin,0.6286963161018105,male,"Morningstar, Inc.","('CTL', '2019 q2')",0.0
22806,CTL,2019 q2,5010,0.4886514235245924,Ms. Jennifer M. Fritzsche,0.2900333432757866,female,"Wells Fargo Securities, LLC","('CTL', '2019 q2')",0.0
22807,CTL,2019 q2,5010,0.4886514235245924,Simon W. Flannery,0.2406271460631449,male,Morgan Stanley,"('CTL', '2019 q2')",0.0
22808,CTL,2019 q2,5010,0.4886514235245924,Greg P Miller,0.201802107071439,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2019 q2')",0.0
22809,T,2019 q2,5010,0.7131775609575921,Greg P Miller,0.3316865661079594,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2019 q2')",0.0
22810,TMUS,2019 q2,5010,0.4269986738146907,Greg P Miller,0.236003493660696,male,SunTrust Robinson Humphrey Capital Markets,"('TMUS', '2019 q2')",0.0
22811,CTL,2019 q2,5010,0.4886514235245924,"Timothy K. Horan, CFA",0.1827600691792291,male,"Oppenheimer & Co., Inc.","('CTL', '2019 q2')",0.0
22812,T,2019 q2,5010,0.7131775609575921,SADIF Research,0.9773481532493228,Not a person,Sadif Analytics Prime,"('T', '2019 q2')",0.9649438460667928
22813,T,2019 q2,5010,0.7131775609575921,"David W. Barden, Jr",0.6689054214421084,male,BofA Global Research,"('T', '2019 q2')",0.03333333507180214
22814,TMUS,2019 q2,5010,0.4269986738146907,"David W. Barden, Jr",0.5810605343892105,male,BofA Global Research,"('TMUS', '2019 q2')",0.026943333446979523
22815,T,2019 q2,5010,0.7131775609575921,Mr. Matthew Niknam,0.8552029005698655,male,Deutsche Bank,"('T', '2019 q2')",0.0
22816,T,2019 q2,5010,0.7131775609575921,"Mr. Michael Hodel, CFA",0.5891206901847275,male,"Morningstar, Inc.","('T', '2019 q2')",0.011111111690600714
22817,TMUS,2019 q2,5010,0.4269986738146907,"Mr. Michael Hodel, CFA",0.4513186434532002,male,"Morningstar, Inc.","('TMUS', '2019 q2')",0.0
22818,T,2019 q2,5010,0.7131775609575921,"Jeff C. Fan, CFA",0.3669233959057182,male,Scotiabank GBM,"('T', '2019 q2')",0.0
22819,TMUS,2019 q2,5010,0.4269986738146907,"Mr. Philip Cusick, CFA",0.2184030381858435,male,JPMorgan,"('TMUS', '2019 q2')",0.0
22820,TMUS,2019 q2,5010,0.4269986738146907,"John C. Hodulik, CFA",0.2346107282866387,male,UBS Equities,"('TMUS', '2019 q2')",0.0
22821,CTL,2019 q3,5010,0.5222456397075228,Mr. Keith Snyder,0.7164441027028385,male,CFRA Equity Research,"('CTL', '2019 q3')",0.0
22822,T,2019 q3,5010,0.5268796509681805,Mr. Keith Snyder,0.5142847293338706,male,CFRA Equity Research,"('T', '2019 q3')",0.0
22823,TMUS,2019 q3,5010,0.4540594669714827,Mr. Keith Snyder,0.3827507696714146,male,CFRA Equity Research,"('TMUS', '2019 q3')",0.0
22824,VZ,2019 q3,5010,0.3708018984866096,Mr. Keith Snyder,0.4107420752659776,male,CFRA Equity Research,"('VZ', '2019 q3')",0.0
22825,CTL,2019 q3,5010,0.5222456397075228,Mr. Simon W. Flannery,0.3699070929202889,male,Morgan Stanley Fixed Income Research,"('CTL', '2019 q3')",0.012252500280737877
22826,CTL,2019 q3,5010,0.5222456397075228,Mr. Matthew Dolgin,0.6561395793857612,male,"Morningstar, Inc.","('CTL', '2019 q3')",0.0
22827,CTL,2019 q3,5010,0.5222456397075228,Simon W. Flannery,0.258967170061286,male,Morgan Stanley,"('CTL', '2019 q3')",0.0
22828,T,2019 q3,5010,0.5268796509681805,Simon W. Flannery,0.2820008762479749,male,Morgan Stanley,"('T', '2019 q3')",0.029241672717034817
22829,TMUS,2019 q3,5010,0.4540594669714827,Simon W. Flannery,0.2522547823116597,male,Morgan Stanley,"('TMUS', '2019 q3')",0.0
22830,CTL,2019 q3,5010,0.5222456397075228,Michael McCormack,0.4272924662915406,male,Guggenheim Securities LLC,"('CTL', '2019 q3')",0.007226807375748952
22831,T,2019 q3,5010,0.5268796509681805,Michael McCormack,0.6280301455579257,male,Guggenheim Securities LLC,"('T', '2019 q3')",0.0
22832,TMUS,2019 q3,5010,0.4540594669714827,Michael McCormack,0.6734512712786194,male,Guggenheim Securities LLC,"('TMUS', '2019 q3')",0.0
22833,CTL,2019 q3,5010,0.5222456397075228,Greg P Miller,0.2057753021974304,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2019 q3')",0.0
22834,T,2019 q3,5010,0.5268796509681805,Greg P Miller,0.1826329105540529,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2019 q3')",0.01168220303952694
22835,CTL,2019 q3,5010,0.5222456397075228,Jonathan Atkin,0.2688406943655216,male,RBC Capital Markets,"('CTL', '2019 q3')",0.0
22836,TMUS,2019 q3,5010,0.4540594669714827,Jonathan Atkin,0.2295480962548718,male,RBC Capital Markets,"('TMUS', '2019 q3')",0.0
22837,T,2019 q3,5010,0.5268796509681805,Ms. Jennifer M. Fritzsche,0.2837162070710236,female,"Wells Fargo Securities, LLC","('T', '2019 q3')",0.008333333767950535
22838,TMUS,2019 q3,5010,0.4540594669714827,Ms. Jennifer M. Fritzsche,0.1713125378920845,female,"Wells Fargo Securities, LLC","('TMUS', '2019 q3')",0.0
22839,VZ,2019 q3,5010,0.3708018984866096,Ms. Jennifer M. Fritzsche,0.3197886383714007,female,"Wells Fargo Securities, LLC","('VZ', '2019 q3')",0.0
22840,T,2019 q3,5010,0.5268796509681805,Brian M. Turner,0.4038484588514755,male,JPMorgan Econ & FI,"('T', '2019 q3')",0.0
22841,T,2019 q3,5010,0.5268796509681805,Kannan Venkateshwar,0.2597779488275485,male,Barclays,"('T', '2019 q3')",0.0
22842,T,2019 q3,5010,0.5268796509681805,"Mr. Michael Hodel, CFA",0.5364098456614786,male,"Morningstar, Inc.","('T', '2019 q3')",0.0
22843,TMUS,2019 q3,5010,0.4540594669714827,"Mr. Michael Hodel, CFA",0.422816845559748,male,"Morningstar, Inc.","('TMUS', '2019 q3')",0.0
22844,VZ,2019 q3,5010,0.3708018984866096,"Mr. Michael Hodel, CFA",0.3965380141599488,male,"Morningstar, Inc.","('VZ', '2019 q3')",0.0
22845,T,2019 q3,5010,0.5268796509681805,"Jeff C. Fan, CFA",0.2511469535468472,male,Scotiabank GBM,"('T', '2019 q3')",0.005916624795645475
22846,VZ,2019 q3,5010,0.3708018984866096,"Jeff C. Fan, CFA",0.1475472105842666,male,Scotiabank GBM,"('VZ', '2019 q3')",0.0
22847,T,2019 q3,5010,0.5268796509681805,Mr. Vijay Jayant,0.5471294868556756,male,EVERCORE ISI,"('T', '2019 q3')",0.0
22848,TMUS,2019 q3,5010,0.4540594669714827,"Mr. Philip Cusick, CFA",0.3404786493770521,male,JPMorgan,"('TMUS', '2019 q3')",0.0
22849,VZ,2019 q3,5010,0.3708018984866096,"David W. Barden, Jr",0.2742387298801688,male,BofA Global Research,"('VZ', '2019 q3')",0.0
22850,VZ,2019 q3,5010,0.3708018984866096,Research Department,0.2208840974436355,Not a person,Trefis,"('VZ', '2019 q3')",0.0
22851,CTL,2019 q4,5010,0.6874188613653427,Greg P Miller,0.3734196441367329,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2019 q4')",0.0
22852,T,2019 q4,5010,0.4624093715855817,Greg P Miller,0.3607620285031875,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2019 q4')",0.0
22853,TMUS,2019 q4,5010,0.4336596409247617,Greg P Miller,0.2188130275806003,male,SunTrust Robinson Humphrey Capital Markets,"('TMUS', '2019 q4')",0.0
22854,CTL,2019 q4,5010,0.6874188613653427,Mr. Matthew Dolgin,0.7468295443353111,male,"Morningstar, Inc.","('CTL', '2019 q4')",0.0
22855,CTL,2019 q4,5010,0.6874188613653427,Ms. Jennifer M. Fritzsche,0.4770796269071443,female,"Wells Fargo Securities, LLC","('CTL', '2019 q4')",0.0
22856,T,2019 q4,5010,0.4624093715855817,Ms. Jennifer M. Fritzsche,0.2120925220228882,female,"Wells Fargo Securities, LLC","('T', '2019 q4')",0.0
22857,CTL,2019 q4,5010,0.6874188613653427,Mr. Keith Snyder,0.7319790573151209,male,CFRA Equity Research,"('CTL', '2019 q4')",0.0
22858,T,2019 q4,5010,0.4624093715855817,Mr. Keith Snyder,0.5071007089308158,male,CFRA Equity Research,"('T', '2019 q4')",0.0
22859,TMUS,2019 q4,5010,0.4336596409247617,Mr. Keith Snyder,0.3608919865015034,male,CFRA Equity Research,"('TMUS', '2019 q4')",0.0
22860,VZ,2019 q4,5010,0.5675576853909321,Mr. Keith Snyder,0.5822631348907507,male,CFRA Equity Research,"('VZ', '2019 q4')",0.0
22861,CTL,2019 q4,5010,0.6874188613653427,Michael McCormack,0.8170703581813614,male,Guggenheim Securities LLC,"('CTL', '2019 q4')",0.020154625177383423
22862,T,2019 q4,5010,0.4624093715855817,Michael McCormack,0.5244290107103694,male,Guggenheim Securities LLC,"('T', '2019 q4')",0.0
22863,TMUS,2019 q4,5010,0.4336596409247617,Michael McCormack,0.6218018054685623,male,Guggenheim Securities LLC,"('TMUS', '2019 q4')",0.0
22864,VZ,2019 q4,5010,0.5675576853909321,Michael McCormack,0.6743171566816432,male,Guggenheim Securities LLC,"('VZ', '2019 q4')",0.0
22865,CTL,2019 q4,5010,0.6874188613653427,Simon W. Flannery,0.4367792611762975,male,Morgan Stanley,"('CTL', '2019 q4')",0.0
22866,T,2019 q4,5010,0.4624093715855817,Simon W. Flannery,0.247664856755647,male,Morgan Stanley,"('T', '2019 q4')",0.008333333767950535
22867,TMUS,2019 q4,5010,0.4336596409247617,Simon W. Flannery,0.2474876750197036,male,Morgan Stanley,"('TMUS', '2019 q4')",0.0
22868,VZ,2019 q4,5010,0.5675576853909321,Simon W. Flannery,0.4003221853427821,male,Morgan Stanley,"('VZ', '2019 q4')",0.0
22869,T,2019 q4,5010,0.4624093715855817,"Mr. Michael Hodel, CFA",0.7277520484336129,male,"Morningstar, Inc.","('T', '2019 q4')",0.011111111690600714
22870,TMUS,2019 q4,5010,0.4336596409247617,"Mr. Michael Hodel, CFA",0.6619945424108166,male,"Morningstar, Inc.","('TMUS', '2019 q4')",0.0
22871,T,2019 q4,5010,0.4624093715855817,Jonathan Atkin,0.132861021720726,male,RBC Capital Markets,"('T', '2019 q4')",0.0
22872,TMUS,2019 q4,5010,0.4336596409247617,Jonathan Atkin,0.1670399007368689,male,RBC Capital Markets,"('TMUS', '2019 q4')",0.0
22873,VZ,2019 q4,5010,0.5675576853909321,Jonathan Atkin,0.4027207326672889,male,RBC Capital Markets,"('VZ', '2019 q4')",0.0
22874,T,2019 q4,5010,0.4624093715855817,Colby A. Synesael,0.1422882654384207,male,Cowen and Company,"('T', '2019 q4')",0.0
22875,T,2019 q4,5010,0.4624093715855817,"David W. Barden, Jr",0.1302182141206252,male,BofA Global Research,"('T', '2019 q4')",0.0
22876,T,2019 q4,5010,0.4624093715855817,"Jeff C. Fan, CFA",0.2086551938131263,male,Scotiabank GBM,"('T', '2019 q4')",0.0
22877,T,2019 q4,5010,0.4624093715855817,Mr. Douglas D. Mitchelson,0.3794338185449861,male,Credit Suisse,"('T', '2019 q4')",0.0
22878,TMUS,2019 q4,5010,0.4336596409247617,"Mr. Philip Cusick, CFA",0.203566650359446,male,JPMorgan,"('TMUS', '2019 q4')",0.0
22879,TMUS,2019 q4,5010,0.4336596409247617,"John C. Hodulik, CFA",0.2024443333207979,male,UBS Equities,"('TMUS', '2019 q4')",0.0
22880,TMUS,2019 q4,5010,0.4336596409247617,"Timothy K. Horan, CFA",0.1458413108811469,male,"Oppenheimer & Co., Inc.","('TMUS', '2019 q4')",0.020098580047488213
22881,CTL,2020 q1,5010,0.66086341429425,Mr. Keith Snyder,0.7864782883545017,male,CFRA Equity Research,"('CTL', '2020 q1')",0.0
22882,T,2020 q1,5010,0.5183479020799593,Mr. Keith Snyder,0.5597546239089702,male,CFRA Equity Research,"('T', '2020 q1')",0.0
22883,TMUS,2020 q1,5010,0.4553063343000298,Mr. Keith Snyder,0.3931541225148797,male,CFRA Equity Research,"('TMUS', '2020 q1')",0.0
22884,CTL,2020 q1,5010,0.66086341429425,Simon W. Flannery,0.3291016792189551,male,Morgan Stanley,"('CTL', '2020 q1')",0.0
22885,T,2020 q1,5010,0.5183479020799593,Simon W. Flannery,0.3258221584624088,male,Morgan Stanley,"('T', '2020 q1')",0.0
22886,TMUS,2020 q1,5010,0.4553063343000298,Simon W. Flannery,0.2735062865332865,male,Morgan Stanley,"('TMUS', '2020 q1')",0.0
22887,VZ,2020 q1,5010,0.5854279825946886,Simon W. Flannery,0.4403991523506607,male,Morgan Stanley,"('VZ', '2020 q1')",0.0
22888,CTL,2020 q1,5010,0.66086341429425,"David W. Barden, Jr",0.3658163452801158,male,BofA Global Research,"('CTL', '2020 q1')",0.0
22889,T,2020 q1,5010,0.5183479020799593,"David W. Barden, Jr",0.2474977674041556,male,BofA Global Research,"('T', '2020 q1')",0.011111111690600714
22890,TMUS,2020 q1,5010,0.4553063343000298,"David W. Barden, Jr",0.1501283646039011,male,BofA Global Research,"('TMUS', '2020 q1')",0.0
22891,VZ,2020 q1,5010,0.5854279825946886,"David W. Barden, Jr",0.2893022733063677,male,BofA Global Research,"('VZ', '2020 q1')",0.0
22892,CTL,2020 q1,5010,0.66086341429425,Greg P Miller,0.2650791239248241,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2020 q1')",0.0
22893,TMUS,2020 q1,5010,0.4553063343000298,Greg P Miller,0.2354718215551139,male,SunTrust Robinson Humphrey Capital Markets,"('TMUS', '2020 q1')",0.0
22894,CTL,2020 q1,5010,0.66086341429425,James Ratcliffe,0.336814208514069,male,EVERCORE ISI,"('CTL', '2020 q1')",0.0
22895,CTL,2020 q1,5010,0.66086341429425,Mr. Matthew Dolgin,0.6956423340472107,male,"Morningstar, Inc.","('CTL', '2020 q1')",0.008957822807133198
22896,CTL,2020 q1,5010,0.66086341429425,"Anthony F. Klarman, II",0.8794398005358239,male,Deutsche Bank,"('CTL', '2020 q1')",0.0
22897,CTL,2020 q1,5010,0.66086341429425,Michael McCormack,0.6325057647184231,male,Guggenheim Securities LLC,"('CTL', '2020 q1')",0.0
22898,T,2020 q1,5010,0.5183479020799593,Michael McCormack,0.5210008549700716,male,Guggenheim Securities LLC,"('T', '2020 q1')",0.0
22899,TMUS,2020 q1,5010,0.4553063343000298,Michael McCormack,0.2280684975772468,male,Guggenheim Securities LLC,"('TMUS', '2020 q1')",0.0
22900,VZ,2020 q1,5010,0.5854279825946886,Michael McCormack,0.7165331763333909,male,Guggenheim Securities LLC,"('VZ', '2020 q1')",0.0
22901,CTL,2020 q1,5010,0.66086341429425,Stephen W. Suttmeier,0.5887841550225653,male,BofA Global Research,"('CTL', '2020 q1')",0.15088874474167824
22902,CTL,2020 q1,5010,0.66086341429425,Jonathan Atkin,0.2741816957020099,male,RBC Capital Markets,"('CTL', '2020 q1')",0.0
22903,T,2020 q1,5010,0.5183479020799593,Jonathan Atkin,0.2450410438633356,male,RBC Capital Markets,"('T', '2020 q1')",0.0
22904,TMUS,2020 q1,5010,0.4553063343000298,Jonathan Atkin,0.1447709506101373,male,RBC Capital Markets,"('TMUS', '2020 q1')",0.01406105700880289
22905,VZ,2020 q1,5010,0.5854279825946886,Jonathan Atkin,0.4606999037053442,male,RBC Capital Markets,"('VZ', '2020 q1')",0.0
22906,T,2020 q1,5010,0.5183479020799593,"Mr. Michael Hodel, CFA",0.5496519197617636,male,"Morningstar, Inc.","('T', '2020 q1')",0.0
22907,TMUS,2020 q1,5010,0.4553063343000298,"Mr. Michael Hodel, CFA",0.4205280507562584,male,"Morningstar, Inc.","('TMUS', '2020 q1')",0.0
22908,VZ,2020 q1,5010,0.5854279825946886,"Mr. Michael Hodel, CFA",0.6303312198598512,male,"Morningstar, Inc.","('VZ', '2020 q1')",0.0
22909,T,2020 q1,5010,0.5183479020799593,Colby A. Synesael,0.5211856312463022,male,Cowen and Company,"('T', '2020 q1')",0.0
22910,TMUS,2020 q1,5010,0.4553063343000298,Colby A. Synesael,0.6123175060387887,male,Cowen and Company,"('TMUS', '2020 q1')",0.0
22911,T,2020 q1,5010,0.5183479020799593,Mr. Bryan D. Kraft,0.2385362348120032,male,Deutsche Bank,"('T', '2020 q1')",0.0
22912,T,2020 q1,5010,0.5183479020799593,"Jeff C. Fan, CFA",0.2845474568336876,male,Scotiabank GBM,"('T', '2020 q1')",0.0
22913,T,2020 q1,5010,0.5183479020799593,Mr. Douglas D. Mitchelson,0.3226956122904532,male,Credit Suisse,"('T', '2020 q1')",0.0
22914,TMUS,2020 q1,5010,0.4553063343000298,Ms. Jennifer M. Fritzsche,0.1571893875491785,female,"Wells Fargo Securities, LLC","('TMUS', '2020 q1')",0.0
22915,TMUS,2020 q1,5010,0.4553063343000298,"John C. Hodulik, CFA",0.5381139717742928,male,UBS Equities,"('TMUS', '2020 q1')",0.0
22916,TMUS,2020 q1,5010,0.4553063343000298,"Mr. Philip Cusick, CFA",0.3631241994012056,male,JPMorgan,"('TMUS', '2020 q1')",0.0
22917,CTL,2020 q2,5010,0.6829747560866747,Greg P Miller,0.2949941380716174,male,SunTrust Robinson Humphrey Capital Markets,"('CTL', '2020 q2')",0.0
22918,T,2020 q2,5010,0.5307618012003419,Greg P Miller,0.825945979820529,male,SunTrust Robinson Humphrey Capital Markets,"('T', '2020 q2')",0.014390414580702782
22919,CTL,2020 q2,5010,0.6829747560866747,Mr. Matthew Dolgin,0.6146093338156268,male,"Morningstar, Inc.","('CTL', '2020 q2')",0.011111111690600714
22920,CTL,2020 q2,5010,0.6829747560866747,SADIF Research,0.9749090368433726,Not a person,Sadif Analytics Prime,"('CTL', '2020 q2')",0.9378260374069214
22921,CTL,2020 q2,5010,0.6829747560866747,Michael McCormack,0.5589605651170487,male,Guggenheim Securities LLC,"('CTL', '2020 q2')",0.0
22922,T,2020 q2,5010,0.5307618012003419,Michael McCormack,0.5343775808205475,male,Guggenheim Securities LLC,"('T', '2020 q2')",0.0
22923,TMUS,2020 q2,5010,0.4395709622750884,Michael McCormack,0.4386416443207492,male,Guggenheim Securities LLC,"('TMUS', '2020 q2')",0.0
22924,VZ,2020 q2,5010,0.486062953214145,Michael McCormack,0.5530939410521857,male,Guggenheim Securities LLC,"('VZ', '2020 q2')",0.0
22925,CTL,2020 q2,5010,0.6829747560866747,Mr. Keith Snyder,0.7823656670491248,male,CFRA Equity Research,"('CTL', '2020 q2')",0.0
22926,T,2020 q2,5010,0.5307618012003419,Mr. Keith Snyder,0.5873753467341639,male,CFRA Equity Research,"('T', '2020 q2')",0.0
22927,TMUS,2020 q2,5010,0.4395709622750884,Mr. Keith Snyder,0.4320808528639818,male,CFRA Equity Research,"('TMUS', '2020 q2')",0.0
22928,VZ,2020 q2,5010,0.486062953214145,Mr. Keith Snyder,0.5445369258778348,male,CFRA Equity Research,"('VZ', '2020 q2')",0.0
22929,CTL,2020 q2,5010,0.6829747560866747,Simon W. Flannery,0.436493290635652,male,Morgan Stanley,"('CTL', '2020 q2')",0.0
22930,T,2020 q2,5010,0.5307618012003419,Simon W. Flannery,0.2596897312732614,male,Morgan Stanley,"('T', '2020 q2')",0.011111111690600714
22931,TMUS,2020 q2,5010,0.4395709622750884,Simon W. Flannery,0.1964787374289863,male,Morgan Stanley,"('TMUS', '2020 q2')",0.022222223381201427
22932,CTL,2020 q2,5010,0.6829747560866747,Jonathan Atkin,0.3583943714486514,male,RBC Capital Markets,"('CTL', '2020 q2')",0.014096151106059551
22933,T,2020 q2,5010,0.5307618012003419,"Jeff C. Fan, CFA",0.2375745534413866,male,Scotiabank GBM,"('T', '2020 q2')",0.0
22934,VZ,2020 q2,5010,0.486062953214145,"Jeff C. Fan, CFA",0.3213407296593305,male,Scotiabank GBM,"('VZ', '2020 q2')",0.006911427713930607
22935,T,2020 q2,5010,0.5307618012003419,Mr. Bryan D. Kraft,0.1391450215423564,male,Deutsche Bank,"('T', '2020 q2')",0.0
22936,T,2020 q2,5010,0.5307618012003419,"Mr. Michael Hodel, CFA",0.5604787579337956,male,"Morningstar, Inc.","('T', '2020 q2')",0.0
22937,TMUS,2020 q2,5010,0.4395709622750884,"Mr. Michael Hodel, CFA",0.6531890738363301,male,"Morningstar, Inc.","('TMUS', '2020 q2')",0.0
22938,T,2020 q2,5010,0.5307618012003419,Colby A. Synesael,0.2048517475348279,male,Cowen and Company,"('T', '2020 q2')",0.0
22939,T,2020 q2,5010,0.5307618012003419,Ms. Jennifer M. Fritzsche,0.1608678130624306,female,"Wells Fargo Securities, LLC","('T', '2020 q2')",0.01666666753590107
22940,T,2020 q2,5010,0.5307618012003419,Mr. Vijay Jayant,0.417950212575746,male,EVERCORE ISI,"('T', '2020 q2')",0.0
22941,T,2020 q2,5010,0.5307618012003419,"David W. Barden, Jr",0.3124535749568701,male,BofA Global Research,"('T', '2020 q2')",0.016300620511174202
22942,TMUS,2020 q2,5010,0.4395709622750884,"David W. Barden, Jr",0.2775011652889111,male,BofA Global Research,"('TMUS', '2020 q2')",0.0072448416613042355
22943,T,2020 q2,5010,0.5307618012003419,Mr. Douglas D. Mitchelson,0.283733804522523,male,Credit Suisse,"('T', '2020 q2')",0.008908133022487164
22944,TMUS,2020 q2,5010,0.4395709622750884,"Mr. Philip Cusick, CFA",0.1640851418473114,male,JPMorgan,"('TMUS', '2020 q2')",0.0
22945,TMUS,2020 q2,5010,0.4395709622750884,Mr. Ottavio Adorisio,0.2154476531404027,male,Societe Generale,"('TMUS', '2020 q2')",0.0
22946,VZ,2020 q2,5010,0.486062953214145,"Timothy K. Horan, CFA",0.3211897321459123,male,"Oppenheimer & Co., Inc.","('VZ', '2020 q2')",0.0
22947,ALLE,2018 q1,2010,0.7396207306134643,Julian Mitchell,0.6302795795039454,male,Barclays,"('ALLE', '2018 q1')",0.0
22948,DOV,2018 q1,2010,0.6994288975194156,Julian Mitchell,0.4173417273432017,male,Barclays,"('DOV', '2018 q1')",0.0
22949,ETN,2018 q1,2010,0.6489562573716532,Julian Mitchell,0.2592331703238008,male,Barclays,"('ETN', '2018 q1')",0.0
22950,GD,2018 q1,2010,0.5000056683805221,Julian Mitchell,0.4593973576001395,male,Barclays,"('GD', '2018 q1')",0.0
22951,GE,2018 q1,2010,0.6370520967976477,Julian Mitchell,0.7988026234819441,male,Barclays,"('GE', '2018 q1')",0.0
22952,HON,2018 q1,2010,0.5722439208070991,Julian Mitchell,0.3715272959777389,male,Barclays,"('HON', '2018 q1')",0.0
22953,IR,2018 q1,2010,0.6394552515153051,Julian Mitchell,0.6394552515153051,male,Barclays,"('IR', '2018 q1')",0.0
22954,JCI,2018 q1,2010,0.5482576203139715,Julian Mitchell,0.2972666586318742,male,Barclays,"('JCI', '2018 q1')",0.0
22955,MMM,2018 q1,2010,0.7592741694623366,Julian Mitchell,0.569948756034514,male,Barclays,"('MMM', '2018 q1')",0.0
22956,RTX,2018 q1,2010,0.4761329744464925,Julian Mitchell,0.2123331158223689,male,Barclays,"('RTX', '2018 q1')",0.0
22957,ALLE,2018 q1,2010,0.7396207306134643,Matthew Miller,0.7311638875841991,male,CFRA Equity Research,"('ALLE', '2018 q1')",0.0
22958,AOS,2018 q1,2010,0.3190826848844998,Matthew Miller,0.4467604139498264,male,CFRA Equity Research,"('AOS', '2018 q1')",0.0
22959,FBHS,2018 q1,2010,0.5424424442856328,Matthew Miller,0.55337225970364,male,CFRA Equity Research,"('FBHS', '2018 q1')",0.0
22960,HWM,2018 q1,2010,0.7499947075607498,Matthew Miller,0.5547974844267489,male,CFRA Equity Research,"('HWM', '2018 q1')",0.0
22961,JCI,2018 q1,2010,0.5482576203139715,Matthew Miller,0.7465237807506532,male,CFRA Equity Research,"('JCI', '2018 q1')",0.0
22962,MAS,2018 q1,2010,0.5415553196028953,Matthew Miller,0.7000979354955993,male,CFRA Equity Research,"('MAS', '2018 q1')",0.0
22963,ALLE,2018 q1,2010,0.7396207306134643,Mr. Josh C. Pokrzywinski,0.6146931740986449,male,Wolfe Research,"('ALLE', '2018 q1')",0.0
22964,ETN,2018 q1,2010,0.6489562573716532,Mr. Josh C. Pokrzywinski,0.508578280789103,male,Wolfe Research,"('ETN', '2018 q1')",0.0
22965,FLS,2018 q1,2010,0.5463033329187148,Mr. Josh C. Pokrzywinski,0.5695707721794373,male,Wolfe Research,"('FLS', '2018 q1')",0.0
22966,JCI,2018 q1,2010,0.5482576203139715,Mr. Josh C. Pokrzywinski,0.2573169271994984,male,Wolfe Research,"('JCI', '2018 q1')",0.0
22967,PH,2018 q1,2010,0.6347326762948279,Mr. Josh C. Pokrzywinski,0.3365614985854669,male,Wolfe Research,"('PH', '2018 q1')",0.0
22968,PNR,2018 q1,2010,0.7264967774385598,Mr. Josh C. Pokrzywinski,0.4800584753463397,male,Wolfe Research,"('PNR', '2018 q1')",0.0
22969,SWK,2018 q1,2010,0.4090548237671628,Mr. Josh C. Pokrzywinski,0.2936315813975446,male,Wolfe Research,"('SWK', '2018 q1')",0.0
22970,TT,2018 q1,2010,0.6908167716510437,Mr. Josh C. Pokrzywinski,0.4969902946457631,male,Wolfe Research,"('TT', '2018 q1')",0.0
22971,ALLE,2018 q1,2010,0.7396207306134643,Brian Bernard,0.7668331732487716,male,"Morningstar, Inc.","('ALLE', '2018 q1')",0.0
22972,FAST,2018 q1,2010,0.6975177353380702,Brian Bernard,0.7218319320308938,male,"Morningstar, Inc.","('FAST', '2018 q1')",0.008333333767950535
22973,FBHS,2018 q1,2010,0.5424424442856328,Brian Bernard,0.5703690467266547,male,"Morningstar, Inc.","('FBHS', '2018 q1')",0.0
22974,GWW,2018 q1,2010,0.60803844857189,Brian Bernard,0.7194770833893201,male,"Morningstar, Inc.","('GWW', '2018 q1')",0.0
22975,JCI,2018 q1,2010,0.5482576203139715,Brian Bernard,0.5783437854781892,male,"Morningstar, Inc.","('JCI', '2018 q1')",0.0
22976,MAS,2018 q1,2010,0.5415553196028953,Brian Bernard,0.5216368233296179,male,"Morningstar, Inc.","('MAS', '2018 q1')",0.0
22977,TT,2018 q1,2010,0.6908167716510437,Brian Bernard,0.6976692003076566,male,"Morningstar, Inc.","('TT', '2018 q1')",0.022222223381201427
22978,ALLE,2018 q1,2010,0.7396207306134643,Mr. Saliq Khan,0.4243292467073894,male,"Imperial Capital, LLC","('ALLE', '2018 q1')",0.0
22979,ALLE,2018 q1,2010,0.7396207306134643,Robert D. Barry,0.6772453670199535,male,Susquehanna Financial Group LLLP,"('ALLE', '2018 q1')",0.0
22980,DOV,2018 q1,2010,0.6994288975194156,Robert D. Barry,0.5798260155245903,male,Susquehanna Financial Group LLLP,"('DOV', '2018 q1')",0.0
22981,FAST,2018 q1,2010,0.6975177353380702,Robert D. Barry,0.7148817959492091,male,Susquehanna Financial Group LLLP,"('FAST', '2018 q1')",0.0
22982,FLS,2018 q1,2010,0.5463033329187148,Robert D. Barry,0.4199347815007471,male,Susquehanna Financial Group LLLP,"('FLS', '2018 q1')",0.0
22983,GWW,2018 q1,2010,0.60803844857189,Robert D. Barry,0.5748868324818138,male,Susquehanna Financial Group LLLP,"('GWW', '2018 q1')",0.0
22984,JCI,2018 q1,2010,0.5482576203139715,Robert D. Barry,0.660436780765316,male,Susquehanna Financial Group LLLP,"('JCI', '2018 q1')",0.0
22985,PNR,2018 q1,2010,0.7264967774385598,Robert D. Barry,0.7153209633776524,male,Susquehanna Financial Group LLLP,"('PNR', '2018 q1')",0.0
22986,SWK,2018 q1,2010,0.4090548237671628,Robert D. Barry,0.4660843560321797,male,Susquehanna Financial Group LLLP,"('SWK', '2018 q1')",0.0
22987,TT,2018 q1,2010,0.6908167716510437,Robert D. Barry,0.5657876235423829,male,Susquehanna Financial Group LLLP,"('TT', '2018 q1')",0.0
22988,ALLE,2018 q1,2010,0.7396207306134643,"Mr. Richard M. Kwas, CFA",0.6353605466457901,male,"Wells Fargo Securities, LLC","('ALLE', '2018 q1')",0.0
22989,EMR,2018 q1,2010,0.7123269177468405,"Mr. Richard M. Kwas, CFA",0.3783882227982224,male,"Wells Fargo Securities, LLC","('EMR', '2018 q1')",0.0
22990,JCI,2018 q1,2010,0.5482576203139715,"Mr. Richard M. Kwas, CFA",0.3502164149627137,male,"Wells Fargo Securities, LLC","('JCI', '2018 q1')",0.0
22991,ROK,2018 q1,2010,0.6130864945476896,"Mr. Richard M. Kwas, CFA",0.4384349681117311,male,"Wells Fargo Securities, LLC","('ROK', '2018 q1')",0.0
22992,TT,2018 q1,2010,0.6908167716510437,"Mr. Richard M. Kwas, CFA",0.484124524661646,male,"Wells Fargo Securities, LLC","('TT', '2018 q1')",0.0
22993,AME,2018 q1,2010,0.692954124292757,Elizabeth Vermillion,0.8037250579481267,female,CFRA Equity Research,"('AME', '2018 q1')",0.0
22994,CAT,2018 q1,2010,0.7056099549881668,Elizabeth Vermillion,0.6695138857352632,female,CFRA Equity Research,"('CAT', '2018 q1')",0.0
22995,CMI,2018 q1,2010,0.6137022332940327,Elizabeth Vermillion,0.7630313909930836,female,CFRA Equity Research,"('CMI', '2018 q1')",0.0
22996,DE,2018 q1,2010,0.6436831383713377,Elizabeth Vermillion,0.7353275448412637,female,CFRA Equity Research,"('DE', '2018 q1')",0.0
22997,DOV,2018 q1,2010,0.6994288975194156,Elizabeth Vermillion,0.8507133293205409,female,CFRA Equity Research,"('DOV', '2018 q1')",0.0
22998,EMR,2018 q1,2010,0.7123269177468405,Elizabeth Vermillion,0.7187148423358055,female,CFRA Equity Research,"('EMR', '2018 q1')",0.0
22999,ETN,2018 q1,2010,0.6489562573716532,Elizabeth Vermillion,0.7369750984290487,female,CFRA Equity Research,"('ETN', '2018 q1')",0.0
23000,FAST,2018 q1,2010,0.6975177353380702,Elizabeth Vermillion,0.7375427265084321,female,CFRA Equity Research,"('FAST', '2018 q1')",0.0
23001,FLS,2018 q1,2010,0.5463033329187148,Elizabeth Vermillion,0.8779087603892506,female,CFRA Equity Research,"('FLS', '2018 q1')",0.0
23002,GD,2018 q1,2010,0.5000056683805221,Elizabeth Vermillion,0.9123646369408352,female,CFRA Equity Research,"('GD', '2018 q1')",0.0
23003,GWW,2018 q1,2010,0.60803844857189,Elizabeth Vermillion,0.8475292538865906,female,CFRA Equity Research,"('GWW', '2018 q1')",0.0
23004,ITW,2018 q1,2010,0.7021658240167482,Elizabeth Vermillion,0.7726798521050575,female,CFRA Equity Research,"('ITW', '2018 q1')",0.0
23005,PCAR,2018 q1,2010,0.579481662756282,Elizabeth Vermillion,0.7550884004309402,female,CFRA Equity Research,"('PCAR', '2018 q1')",0.0
23006,PH,2018 q1,2010,0.6347326762948279,Elizabeth Vermillion,0.6982603591540363,female,CFRA Equity Research,"('PH', '2018 q1')",0.0
23007,PNR,2018 q1,2010,0.7264967774385598,Elizabeth Vermillion,0.7467078112286962,female,CFRA Equity Research,"('PNR', '2018 q1')",0.0
23008,PWR,2018 q1,2010,0.7050439019735604,Elizabeth Vermillion,0.9494420092061572,female,CFRA Equity Research,"('PWR', '2018 q1')",0.0
23009,ROK,2018 q1,2010,0.6130864945476896,Elizabeth Vermillion,0.7739225280144617,female,CFRA Equity Research,"('ROK', '2018 q1')",0.0
23010,SWK,2018 q1,2010,0.4090548237671628,Elizabeth Vermillion,0.4850844406155298,female,CFRA Equity Research,"('SWK', '2018 q1')",0.0
23011,TT,2018 q1,2010,0.6908167716510437,Elizabeth Vermillion,0.7717367609332325,female,CFRA Equity Research,"('TT', '2018 q1')",0.0
23012,URI,2018 q1,2010,0.5555993685134994,Elizabeth Vermillion,0.7829454823259335,female,CFRA Equity Research,"('URI', '2018 q1')",0.0
23013,AME,2018 q1,2010,0.692954124292757,"Mr. Deane Dray, CFA",0.2215814945443254,male,RBC Capital Markets,"('AME', '2018 q1')",0.0
23014,DOV,2018 q1,2010,0.6994288975194156,"Mr. Deane Dray, CFA",0.2503650200253256,male,RBC Capital Markets,"('DOV', '2018 q1')",0.0
23015,EMR,2018 q1,2010,0.7123269177468405,"Mr. Deane Dray, CFA",0.4312163644637786,male,RBC Capital Markets,"('EMR', '2018 q1')",0.0
23016,ETN,2018 q1,2010,0.6489562573716532,"Mr. Deane Dray, CFA",0.2208910198034852,male,RBC Capital Markets,"('ETN', '2018 q1')",0.0
23017,FLS,2018 q1,2010,0.5463033329187148,"Mr. Deane Dray, CFA",0.2354959518177354,male,RBC Capital Markets,"('FLS', '2018 q1')",0.0
23018,GD,2018 q1,2010,0.5000056683805221,"Mr. Deane Dray, CFA",0.1791667271158402,male,RBC Capital Markets,"('GD', '2018 q1')",0.0
23019,GE,2018 q1,2010,0.6370520967976477,"Mr. Deane Dray, CFA",0.239867796136751,male,RBC Capital Markets,"('GE', '2018 q1')",0.0
23020,GWW,2018 q1,2010,0.60803844857189,"Mr. Deane Dray, CFA",0.234523146283998,male,RBC Capital Markets,"('GWW', '2018 q1')",0.01666666753590107
23021,HON,2018 q1,2010,0.5722439208070991,"Mr. Deane Dray, CFA",0.2388059709573285,male,RBC Capital Markets,"('HON', '2018 q1')",0.008121578643719355
23022,IEX,2018 q1,2010,0.6084186513552259,"Mr. Deane Dray, CFA",0.5051434049109577,male,RBC Capital Markets,"('IEX', '2018 q1')",0.0
23023,JCI,2018 q1,2010,0.5482576203139715,"Mr. Deane Dray, CFA",0.154580224101213,male,RBC Capital Markets,"('JCI', '2018 q1')",0.0
23024,MMM,2018 q1,2010,0.7592741694623366,"Mr. Deane Dray, CFA",0.4078622548419647,male,RBC Capital Markets,"('MMM', '2018 q1')",0.01666666753590107
23025,PNR,2018 q1,2010,0.7264967774385598,"Mr. Deane Dray, CFA",0.2710417452049186,male,RBC Capital Markets,"('PNR', '2018 q1')",0.0
23026,ROP,2018 q1,2010,0.5840681023755813,"Mr. Deane Dray, CFA",0.2998300093995408,male,RBC Capital Markets,"('ROP', '2018 q1')",0.0
23027,TT,2018 q1,2010,0.6908167716510437,"Mr. Deane Dray, CFA",0.2314122980825668,male,RBC Capital Markets,"('TT', '2018 q1')",0.0
23028,AME,2018 q1,2010,0.692954124292757,Mr. Keith Schoonmaker,0.5963819579700863,male,"Morningstar, Inc.","('AME', '2018 q1')",0.0
23029,DOV,2018 q1,2010,0.6994288975194156,Mr. Keith Schoonmaker,0.551281903238352,male,"Morningstar, Inc.","('DOV', '2018 q1')",0.0
23030,EMR,2018 q1,2010,0.7123269177468405,Mr. Keith Schoonmaker,0.689165081501447,male,"Morningstar, Inc.","('EMR', '2018 q1')",0.0
23031,GE,2018 q1,2010,0.6370520967976477,Mr. Keith Schoonmaker,0.3973283094960687,male,"Morningstar, Inc.","('GE', '2018 q1')",0.0
23032,HON,2018 q1,2010,0.5722439208070991,Mr. Keith Schoonmaker,0.4603993105311075,male,"Morningstar, Inc.","('HON', '2018 q1')",0.0
23033,MMM,2018 q1,2010,0.7592741694623366,Mr. Keith Schoonmaker,0.5805460898460096,male,"Morningstar, Inc.","('MMM', '2018 q1')",0.0
23034,PH,2018 q1,2010,0.6347326762948279,Mr. Keith Schoonmaker,0.6508803249702637,male,"Morningstar, Inc.","('PH', '2018 q1')",0.0
23035,ROK,2018 q1,2010,0.6130864945476896,Mr. Keith Schoonmaker,0.5417735905636386,male,"Morningstar, Inc.","('ROK', '2018 q1')",0.0
23036,ROP,2018 q1,2010,0.5840681023755813,Mr. Keith Schoonmaker,0.4943621827586119,male,"Morningstar, Inc.","('ROP', '2018 q1')",0.0
23037,AME,2018 q1,2010,0.692954124292757,Mr. Joseph C. Giordano,0.8647927414425932,male,Cowen and Company,"('AME', '2018 q1')",0.0
23038,PH,2018 q1,2010,0.6347326762948279,Mr. Joseph C. Giordano,0.7662581342182468,male,Cowen and Company,"('PH', '2018 q1')",0.0
23039,PNR,2018 q1,2010,0.7264967774385598,Mr. Joseph C. Giordano,0.5278770647206069,male,Cowen and Company,"('PNR', '2018 q1')",0.0
23040,ROK,2018 q1,2010,0.6130864945476896,Mr. Joseph C. Giordano,0.5896775864985985,male,Cowen and Company,"('ROK', '2018 q1')",0.010287477634847164
23041,AME,2018 q1,2010,0.692954124292757,SADIF Research,0.9764697739756342,Not a person,Sadif Analytics Prime,"('AME', '2018 q1')",0.9432762861251831
23042,BA,2018 q1,2010,0.5801123104653141,SADIF Research,0.9667734414277296,Not a person,Sadif Analytics Prime,"('BA', '2018 q1')",0.9579158425331116
23043,CAT,2018 q1,2010,0.7056099549881668,SADIF Research,0.9902269605186864,Not a person,Sadif Analytics Prime,"('CAT', '2018 q1')",0.9789249300956726
23044,CMI,2018 q1,2010,0.6137022332940327,SADIF Research,0.973436200603319,Not a person,Sadif Analytics Prime,"('CMI', '2018 q1')",0.97591632604599
23045,DE,2018 q1,2010,0.6436831383713377,SADIF Research,0.9846542756652016,Not a person,Sadif Analytics Prime,"('DE', '2018 q1')",0.9784648418426514
23046,EMR,2018 q1,2010,0.7123269177468405,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('EMR', '2018 q1')",0.9787746071815491
23047,IEX,2018 q1,2010,0.6084186513552259,SADIF Research,0.8312093809029025,Not a person,Sadif Analytics Prime,"('IEX', '2018 q1')",0.9790018796920776
23048,PNR,2018 q1,2010,0.7264967774385598,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PNR', '2018 q1')",0.9786214232444763
23049,TT,2018 q1,2010,0.6908167716510437,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TT', '2018 q1')",0.978851318359375
23050,AME,2018 q1,2010,0.692954124292757,Mr. Sawyer C. Rice,0.5241480325074351,male,Morgan Stanley,"('AME', '2018 q1')",0.0
23051,GD,2018 q1,2010,0.5000056683805221,Mr. Sawyer C. Rice,0.2944794773210052,male,Morgan Stanley,"('GD', '2018 q1')",0.0
23052,AME,2018 q1,2010,0.692954124292757,Ms. Barbara Noverini,0.6116825371117602,female,"Morningstar, Inc.","('AME', '2018 q1')",0.0
23053,DOV,2018 q1,2010,0.6994288975194156,Ms. Barbara Noverini,0.5533521250640934,female,"Morningstar, Inc.","('DOV', '2018 q1')",0.0
23054,ETN,2018 q1,2010,0.6489562573716532,Ms. Barbara Noverini,0.6839607404888016,female,"Morningstar, Inc.","('ETN', '2018 q1')",0.0
23055,GE,2018 q1,2010,0.6370520967976477,Ms. Barbara Noverini,0.4068953362356412,female,"Morningstar, Inc.","('GE', '2018 q1')",0.0
23056,HON,2018 q1,2010,0.5722439208070991,Ms. Barbara Noverini,0.4752475264452344,female,"Morningstar, Inc.","('HON', '2018 q1')",0.0
23057,MMM,2018 q1,2010,0.7592741694623366,Ms. Barbara Noverini,0.6180700489516924,female,"Morningstar, Inc.","('MMM', '2018 q1')",0.0
23058,ROK,2018 q1,2010,0.6130864945476896,Ms. Barbara Noverini,0.5623402959130943,female,"Morningstar, Inc.","('ROK', '2018 q1')",0.0
23059,ROP,2018 q1,2010,0.5840681023755813,Ms. Barbara Noverini,0.5207064902655012,female,"Morningstar, Inc.","('ROP', '2018 q1')",0.022222223381201427
23060,AME,2018 q1,2010,0.692954124292757,Christopher D. Glynn,0.4475581374562566,male,"Oppenheimer & Co., Inc.","('AME', '2018 q1')",0.0
23061,EMR,2018 q1,2010,0.7123269177468405,Christopher D. Glynn,0.4181672033281254,male,"Oppenheimer & Co., Inc.","('EMR', '2018 q1')",0.0
23062,ETN,2018 q1,2010,0.6489562573716532,Christopher D. Glynn,0.4880260469056091,male,"Oppenheimer & Co., Inc.","('ETN', '2018 q1')",0.0
23063,GE,2018 q1,2010,0.6370520967976477,Christopher D. Glynn,0.2535746529857994,male,"Oppenheimer & Co., Inc.","('GE', '2018 q1')",0.0
23064,GWW,2018 q1,2010,0.60803844857189,Christopher D. Glynn,0.3325490126154556,male,"Oppenheimer & Co., Inc.","('GWW', '2018 q1')",0.0
23065,HON,2018 q1,2010,0.5722439208070991,Christopher D. Glynn,0.289966411139831,male,"Oppenheimer & Co., Inc.","('HON', '2018 q1')",0.0
23066,ROP,2018 q1,2010,0.5840681023755813,Christopher D. Glynn,0.4924826851700639,male,"Oppenheimer & Co., Inc.","('ROP', '2018 q1')",0.0
23067,AME,2018 q1,2010,0.692954124292757,"Allison A. Poliniak-Cusic, CFA",0.2940356342847696,female,"Wells Fargo Securities, LLC","('AME', '2018 q1')",0.0
23068,FAST,2018 q1,2010,0.6975177353380702,"Allison A. Poliniak-Cusic, CFA",0.4984051276372413,female,"Wells Fargo Securities, LLC","('FAST', '2018 q1')",0.0
23069,GWW,2018 q1,2010,0.60803844857189,"Allison A. Poliniak-Cusic, CFA",0.2476432855603547,female,"Wells Fargo Securities, LLC","('GWW', '2018 q1')",0.01666666753590107
23070,IEX,2018 q1,2010,0.6084186513552259,"Allison A. Poliniak-Cusic, CFA",0.4777742946071442,female,"Wells Fargo Securities, LLC","('IEX', '2018 q1')",0.0
23071,ROP,2018 q1,2010,0.5840681023755813,"Allison A. Poliniak-Cusic, CFA",0.3124269093582735,female,"Wells Fargo Securities, LLC","('ROP', '2018 q1')",0.0
23072,WAB,2018 q1,2010,0.5286291686163169,"Allison A. Poliniak-Cusic, CFA",0.4305224046485913,female,"Wells Fargo Securities, LLC","('WAB', '2018 q1')",0.0
23073,AME,2018 q1,2010,0.692954124292757,Mr. Andrew B. Obin,0.3223083319953583,male,BofA Global Research,"('AME', '2018 q1')",0.0
23074,DOV,2018 q1,2010,0.6994288975194156,Mr. Andrew B. Obin,0.7469548145415278,male,BofA Global Research,"('DOV', '2018 q1')",0.04189499840140343
23075,ETN,2018 q1,2010,0.6489562573716532,Mr. Andrew B. Obin,0.3588831042156846,male,BofA Global Research,"('ETN', '2018 q1')",0.020296094939112663
23076,FLS,2018 q1,2010,0.5463033329187148,Mr. Andrew B. Obin,0.3650175305722673,male,BofA Global Research,"('FLS', '2018 q1')",0.0
23077,GD,2018 q1,2010,0.5000056683805221,Mr. Andrew B. Obin,0.3107537696420534,male,BofA Global Research,"('GD', '2018 q1')",0.0
23078,GE,2018 q1,2010,0.6370520967976477,Mr. Andrew B. Obin,0.3430830626613998,male,BofA Global Research,"('GE', '2018 q1')",0.0
23079,HON,2018 q1,2010,0.5722439208070991,Mr. Andrew B. Obin,0.3810832883971992,male,BofA Global Research,"('HON', '2018 q1')",0.0
23080,MMM,2018 q1,2010,0.7592741694623366,Mr. Andrew B. Obin,0.5117111819263593,male,BofA Global Research,"('MMM', '2018 q1')",0.005111086182296276
23081,PH,2018 q1,2010,0.6347326762948279,Mr. Andrew B. Obin,0.3293991192540849,male,BofA Global Research,"('PH', '2018 q1')",0.0
23082,ROK,2018 q1,2010,0.6130864945476896,Mr. Andrew B. Obin,0.3947567723119417,male,BofA Global Research,"('ROK', '2018 q1')",0.0
23083,TT,2018 q1,2010,0.6908167716510437,Mr. Andrew B. Obin,0.5688410091324391,male,BofA Global Research,"('TT', '2018 q1')",0.0
23084,AME,2018 q1,2010,0.692954124292757,Mr. Michael Gaugler,0.2717562390380575,male,Janney Montgomery Scott LLC,"('AME', '2018 q1')",0.012783778831362724
23085,IEX,2018 q1,2010,0.6084186513552259,Mr. Michael Gaugler,0.3836922893348059,male,Janney Montgomery Scott LLC,"('IEX', '2018 q1')",0.24380390346050262
23086,AOS,2018 q1,2010,0.3190826848844998,"Mr. James Giannakouros, CFA",0.254257155117163,male,"Oppenheimer & Co., Inc.","('AOS', '2018 q1')",0.0
23087,DOV,2018 q1,2010,0.6994288975194156,"Mr. James Giannakouros, CFA",0.3448378050375158,male,"Oppenheimer & Co., Inc.","('DOV', '2018 q1')",0.0
23088,FLS,2018 q1,2010,0.5463033329187148,"Mr. James Giannakouros, CFA",0.3216995567411625,male,"Oppenheimer & Co., Inc.","('FLS', '2018 q1')",0.0
23089,GD,2018 q1,2010,0.5000056683805221,"Mr. James Giannakouros, CFA",0.2796795406070543,male,"Oppenheimer & Co., Inc.","('GD', '2018 q1')",0.0
23090,PNR,2018 q1,2010,0.7264967774385598,"Mr. James Giannakouros, CFA",0.3686889988481682,male,"Oppenheimer & Co., Inc.","('PNR', '2018 q1')",0.0
23091,AOS,2018 q1,2010,0.3190826848844998,Mr. Ryan M. Connors,0.2802896464993285,male,"Boenning & Scattergood, Inc","('AOS', '2018 q1')",0.0
23092,FLS,2018 q1,2010,0.5463033329187148,Mr. Ryan M. Connors,0.3775226560017662,male,"Boenning & Scattergood, Inc","('FLS', '2018 q1')",0.0
23093,AOS,2018 q1,2010,0.3190826848844998,Mr. Charles D. Brady,0.1317186927000933,male,SunTrust Robinson Humphrey Capital Markets,"('AOS', '2018 q1')",0.0
23094,DOV,2018 q1,2010,0.6994288975194156,Mr. Charles D. Brady,0.37498411664546,male,SunTrust Robinson Humphrey Capital Markets,"('DOV', '2018 q1')",0.0
23095,FLS,2018 q1,2010,0.5463033329187148,Mr. Charles D. Brady,0.2249924083959701,male,SunTrust Robinson Humphrey Capital Markets,"('FLS', '2018 q1')",0.0
23096,GD,2018 q1,2010,0.5000056683805221,Mr. Charles D. Brady,0.3052074752274698,male,SunTrust Robinson Humphrey Capital Markets,"('GD', '2018 q1')",0.0
23097,AOS,2018 q1,2010,0.3190826848844998,"Lawrence T. De Maria, CFA",0.2007925314877182,male,William Blair & Company,"('AOS', '2018 q1')",0.0
23098,CAT,2018 q1,2010,0.7056099549881668,"Lawrence T. De Maria, CFA",0.3661319242728621,male,William Blair & Company,"('CAT', '2018 q1')",0.0
23099,CMI,2018 q1,2010,0.6137022332940327,"Lawrence T. De Maria, CFA",0.231572893606926,male,William Blair & Company,"('CMI', '2018 q1')",0.0
23100,DE,2018 q1,2010,0.6436831383713377,"Lawrence T. De Maria, CFA",0.1970770736449645,male,William Blair & Company,"('DE', '2018 q1')",0.0
23101,BA,2018 q1,2010,0.5801123104653141,Ms. Shejal Ajmera,0.5354024042016085,female,Crispidea,"('BA', '2018 q1')",0.0
23102,CAT,2018 q1,2010,0.7056099549881668,Ms. Shejal Ajmera,0.5978886745348261,female,Crispidea,"('CAT', '2018 q1')",0.0
23103,DE,2018 q1,2010,0.6436831383713377,Ms. Shejal Ajmera,0.4278272594553452,female,Crispidea,"('DE', '2018 q1')",0.0
23104,HON,2018 q1,2010,0.5722439208070991,Ms. Shejal Ajmera,0.6377433169205192,female,Crispidea,"('HON', '2018 q1')",0.0
23105,LMT,2018 q1,2010,0.5529060466487055,Ms. Shejal Ajmera,0.389072630084976,female,Crispidea,"('LMT', '2018 q1')",0.0
23106,MMM,2018 q1,2010,0.7592741694623366,Ms. Shejal Ajmera,0.6265025792171653,female,Crispidea,"('MMM', '2018 q1')",0.0
23107,PCAR,2018 q1,2010,0.579481662756282,Ms. Shejal Ajmera,0.6005915349316965,female,Crispidea,"('PCAR', '2018 q1')",0.0
23108,TXT,2018 q1,2010,0.3525233279724753,Ms. Shejal Ajmera,0.3525233279724753,female,Crispidea,"('TXT', '2018 q1')",0.0
23109,BA,2018 q1,2010,0.5801123104653141,Ryan Booker,0.1608298205823391,male,Berenberg,"('BA', '2018 q1')",0.0
23110,BA,2018 q1,2010,0.5801123104653141,Mr. Sam J. Pearlstein,0.2097934881437001,male,"Wells Fargo Securities, LLC","('BA', '2018 q1')",0.0
23111,HII,2018 q1,2010,0.4340955089005236,Mr. Sam J. Pearlstein,0.449089164108678,male,"Wells Fargo Securities, LLC","('HII', '2018 q1')",0.022681865841150284
23112,HWM,2018 q1,2010,0.7499947075607498,Mr. Sam J. Pearlstein,0.5162921809471569,male,"Wells Fargo Securities, LLC","('HWM', '2018 q1')",0.0
23113,LMT,2018 q1,2010,0.5529060466487055,Mr. Sam J. Pearlstein,0.1604115518880329,male,"Wells Fargo Securities, LLC","('LMT', '2018 q1')",0.0
23114,NOC,2018 q1,2010,0.563408106789052,Mr. Sam J. Pearlstein,0.4592353253362528,male,"Wells Fargo Securities, LLC","('NOC', '2018 q1')",0.0
23115,RTX,2018 q1,2010,0.4761329744464925,Mr. Sam J. Pearlstein,0.2131502601856126,male,"Wells Fargo Securities, LLC","('RTX', '2018 q1')",0.019018237789471943
23116,BA,2018 q1,2010,0.5801123104653141,Hunter K. Keay,0.262361167419809,male,Wolfe Research,"('BA', '2018 q1')",0.008440315102537474
23117,LMT,2018 q1,2010,0.5529060466487055,Hunter K. Keay,0.3267735380104614,male,Wolfe Research,"('LMT', '2018 q1')",0.0
23118,TDG,2018 q1,2010,0.5931963692182931,Hunter K. Keay,0.5089606622250151,male,Wolfe Research,"('TDG', '2018 q1')",0.0
23119,BA,2018 q1,2010,0.5801123104653141,Mr. James A. Corridore,0.6096462360671935,male,CFRA Equity Research,"('BA', '2018 q1')",0.0
23120,GE,2018 q1,2010,0.6370520967976477,Mr. James A. Corridore,0.595588245837637,male,CFRA Equity Research,"('GE', '2018 q1')",0.0
23121,HON,2018 q1,2010,0.5722439208070991,Mr. James A. Corridore,0.6964341832261501,male,CFRA Equity Research,"('HON', '2018 q1')",0.0
23122,LMT,2018 q1,2010,0.5529060466487055,Mr. James A. Corridore,0.5738230704654051,male,CFRA Equity Research,"('LMT', '2018 q1')",0.0
23123,MMM,2018 q1,2010,0.7592741694623366,Mr. James A. Corridore,0.8548322904577378,male,CFRA Equity Research,"('MMM', '2018 q1')",0.0
23124,NOC,2018 q1,2010,0.563408106789052,Mr. James A. Corridore,0.7415071787421054,male,CFRA Equity Research,"('NOC', '2018 q1')",0.0
23125,ROP,2018 q1,2010,0.5840681023755813,Mr. James A. Corridore,0.8316352429025714,male,CFRA Equity Research,"('ROP', '2018 q1')",0.0
23126,RTX,2018 q1,2010,0.4761329744464925,Mr. James A. Corridore,0.6318068162710714,male,CFRA Equity Research,"('RTX', '2018 q1')",0.0
23127,TDG,2018 q1,2010,0.5931963692182931,Mr. James A. Corridore,0.732923992476077,male,CFRA Equity Research,"('TDG', '2018 q1')",0.0
23128,BA,2018 q1,2010,0.5801123104653141,"Gary S. Liebowitz, CFA",0.3255050364822749,male,"Wells Fargo Securities, LLC","('BA', '2018 q1')",0.0
23129,BA,2018 q1,2010,0.5801123104653141,"Mr. Matthew W. McConnell, CFA",0.2675043369767995,male,RBC Capital Markets,"('BA', '2018 q1')",0.0
23130,LMT,2018 q1,2010,0.5529060466487055,"Mr. Matthew W. McConnell, CFA",0.7060880339801281,male,RBC Capital Markets,"('LMT', '2018 q1')",0.0
23131,RTX,2018 q1,2010,0.4761329744464925,"Mr. Matthew W. McConnell, CFA",0.1839042695055645,male,RBC Capital Markets,"('RTX', '2018 q1')",0.0
23132,TDG,2018 q1,2010,0.5931963692182931,"Mr. Matthew W. McConnell, CFA",0.6157653232020905,male,RBC Capital Markets,"('TDG', '2018 q1')",0.03333333507180214
23133,BA,2018 q1,2010,0.5801123104653141,Mr. Zafar Khan,0.8287219695073872,male,Societe Generale,"('BA', '2018 q1')",0.0
23134,BA,2018 q1,2010,0.5801123104653141,"Mr. Cai Von Rumohr, CFA",0.1234095804759038,male,Cowen and Company,"('BA', '2018 q1')",0.0
23135,BA,2018 q1,2010,0.5801123104653141,Mr. Chris Higgins,0.4208131616747851,male,"Morningstar, Inc.","('BA', '2018 q1')",0.0
23136,LMT,2018 q1,2010,0.5529060466487055,Mr. Chris Higgins,0.4635964227128716,male,"Morningstar, Inc.","('LMT', '2018 q1')",0.0
23137,NOC,2018 q1,2010,0.563408106789052,Mr. Chris Higgins,0.5300485484299983,male,"Morningstar, Inc.","('NOC', '2018 q1')",0.0
23138,TDG,2018 q1,2010,0.5931963692182931,Mr. Chris Higgins,0.6074960397868757,male,"Morningstar, Inc.","('TDG', '2018 q1')",0.0
23139,BA,2018 q1,2010,0.5801123104653141,Mr. Ken G. Herbert,0.25282351532825,male,Canaccord Genuity,"('BA', '2018 q1')",0.013921277597546577
23140,TDG,2018 q1,2010,0.5931963692182931,Mr. Ken G. Herbert,0.3190246824679289,male,Canaccord Genuity,"('TDG', '2018 q1')",0.01503770612180233
23141,BA,2018 q1,2010,0.5801123104653141,Mr. Richard T. Safran,0.1758243864399307,male,The Buckingham Research Group,"('BA', '2018 q1')",0.03333768621087074
23142,LMT,2018 q1,2010,0.5529060466487055,Mr. Richard T. Safran,0.3161007585813913,male,The Buckingham Research Group,"('LMT', '2018 q1')",0.025903848931193352
23143,BA,2018 q1,2010,0.5801123104653141,Ronald J. J. Epstein,0.6942073652560609,male,BofA Global Research,"('BA', '2018 q1')",0.05235280469059944
23144,HII,2018 q1,2010,0.4340955089005236,Ronald J. J. Epstein,0.447374327280749,male,BofA Global Research,"('HII', '2018 q1')",0.022289752960205078
23145,LMT,2018 q1,2010,0.5529060466487055,Ronald J. J. Epstein,0.3336752013883147,male,BofA Global Research,"('LMT', '2018 q1')",0.0
23146,NOC,2018 q1,2010,0.563408106789052,Ronald J. J. Epstein,0.3980329710415413,male,BofA Global Research,"('NOC', '2018 q1')",0.03188140317797661
23147,RTX,2018 q1,2010,0.4761329744464925,Ronald J. J. Epstein,0.3475590902732121,male,BofA Global Research,"('RTX', '2018 q1')",0.0
23148,TDG,2018 q1,2010,0.5931963692182931,Ronald J. J. Epstein,0.4164029087220937,male,BofA Global Research,"('TDG', '2018 q1')",0.0
23149,BA,2018 q1,2010,0.5801123104653141,"Mr Neil Glynn, CFA",0.3674323712473681,male,Credit Suisse,"('BA', '2018 q1')",0.0
23150,BA,2018 q1,2010,0.5801123104653141,Mr. Robert M. Spingarn,0.2317935803452641,male,Credit Suisse,"('BA', '2018 q1')",0.0
23151,HII,2018 q1,2010,0.4340955089005236,Mr. Robert M. Spingarn,0.3539545517137198,male,Credit Suisse,"('HII', '2018 q1')",0.01284928061068058
23152,LHX,2018 q1,2010,0.867660748626352,Mr. Robert M. Spingarn,0.8016770539411991,male,Credit Suisse,"('LHX', '2018 q1')",0.0
23153,LMT,2018 q1,2010,0.5529060466487055,Mr. Robert M. Spingarn,0.2602224876250301,male,Credit Suisse,"('LMT', '2018 q1')",0.0
23154,NOC,2018 q1,2010,0.563408106789052,Mr. Robert M. Spingarn,0.325105193980247,male,Credit Suisse,"('NOC', '2018 q1')",0.0
23155,CAT,2018 q1,2010,0.7056099549881668,Mr. Ross P. Gilardi,0.5517081193188667,male,BofA Global Research,"('CAT', '2018 q1')",0.015179342031478882
23156,CMI,2018 q1,2010,0.6137022332940327,Mr. Ross P. Gilardi,0.4284175837111514,male,BofA Global Research,"('CMI', '2018 q1')",0.0
23157,DE,2018 q1,2010,0.6436831383713377,Mr. Ross P. Gilardi,0.60769265787164,male,BofA Global Research,"('DE', '2018 q1')",0.03333333507180214
23158,ITW,2018 q1,2010,0.7021658240167482,Mr. Ross P. Gilardi,0.6539669442785844,male,BofA Global Research,"('ITW', '2018 q1')",0.03333333507180214
23159,PCAR,2018 q1,2010,0.579481662756282,Mr. Ross P. Gilardi,0.4917353866862984,male,BofA Global Research,"('PCAR', '2018 q1')",0.017402139802773792
23160,URI,2018 q1,2010,0.5555993685134994,Mr. Ross P. Gilardi,0.6302922617387892,male,BofA Global Research,"('URI', '2018 q1')",0.022222223381201427
23161,CAT,2018 q1,2010,0.7056099549881668,Nick Mokha,0.694685286999571,male,"Morningstar, Inc.","('CAT', '2018 q1')",0.0
23162,CMI,2018 q1,2010,0.6137022332940327,Nick Mokha,0.7809060997391238,male,"Morningstar, Inc.","('CMI', '2018 q1')",0.0
23163,DE,2018 q1,2010,0.6436831383713377,Nick Mokha,0.7143424485344968,male,"Morningstar, Inc.","('DE', '2018 q1')",0.011111111690600714
23164,PCAR,2018 q1,2010,0.579481662756282,Nick Mokha,0.7133265247469863,male,"Morningstar, Inc.","('PCAR', '2018 q1')",0.0
23165,CAT,2018 q1,2010,0.7056099549881668,Julian Mulcahy,0.6224186622441829,male,Jefferies,"('CAT', '2018 q1')",0.0
23166,CAT,2018 q1,2010,0.7056099549881668,Courtney Yakavonis,0.3502808733774971,female,Morgan Stanley,"('CAT', '2018 q1')",0.0
23167,CAT,2018 q1,2010,0.7056099549881668,Mr. Rizk Maidi,0.5604516716468219,male,Berenberg,"('CAT', '2018 q1')",0.0
23168,CAT,2018 q1,2010,0.7056099549881668,Mr. David M. Raso,0.5095330985511204,male,EVERCORE ISI,"('CAT', '2018 q1')",0.0
23169,DE,2018 q1,2010,0.6436831383713377,Mr. David M. Raso,0.2743553853660718,male,EVERCORE ISI,"('DE', '2018 q1')",0.0
23170,PCAR,2018 q1,2010,0.579481662756282,Mr. David M. Raso,0.6641826153231036,male,EVERCORE ISI,"('PCAR', '2018 q1')",0.0
23171,CAT,2018 q1,2010,0.7056099549881668,Andrew M. Casey,0.3567152782979873,male,"Wells Fargo Securities, LLC","('CAT', '2018 q1')",0.02226845733821392
23172,CMI,2018 q1,2010,0.6137022332940327,Andrew M. Casey,0.1806285017182151,male,"Wells Fargo Securities, LLC","('CMI', '2018 q1')",0.015040943399071693
23173,DE,2018 q1,2010,0.6436831383713377,Andrew M. Casey,0.217872983338594,male,"Wells Fargo Securities, LLC","('DE', '2018 q1')",0.0
23174,ETN,2018 q1,2010,0.6489562573716532,Andrew M. Casey,0.4308622012804119,male,"Wells Fargo Securities, LLC","('ETN', '2018 q1')",0.0
23175,ITW,2018 q1,2010,0.7021658240167482,Andrew M. Casey,0.4330152443983144,male,"Wells Fargo Securities, LLC","('ITW', '2018 q1')",0.01666666753590107
23176,PCAR,2018 q1,2010,0.579481662756282,Andrew M. Casey,0.2339450753314263,male,"Wells Fargo Securities, LLC","('PCAR', '2018 q1')",0.0
23177,PH,2018 q1,2010,0.6347326762948279,Andrew M. Casey,0.3544378222154676,male,"Wells Fargo Securities, LLC","('PH', '2018 q1')",0.011111111690600714
23178,CAT,2018 q1,2010,0.7056099549881668,Ms. Nicole DeBlase,0.5373245073599369,female,Deutsche Bank,"('CAT', '2018 q1')",0.0
23179,CMI,2018 q1,2010,0.6137022332940327,Ms. Nicole DeBlase,0.2629865396758817,female,Deutsche Bank,"('CMI', '2018 q1')",0.0
23180,DE,2018 q1,2010,0.6436831383713377,Ms. Nicole DeBlase,0.3720108941219039,female,Deutsche Bank,"('DE', '2018 q1')",0.0
23181,PCAR,2018 q1,2010,0.579481662756282,Ms. Nicole DeBlase,0.2595362660993602,female,Deutsche Bank,"('PCAR', '2018 q1')",0.0
23182,URI,2018 q1,2010,0.5555993685134994,Ms. Nicole DeBlase,0.2560256918883908,female,Deutsche Bank,"('URI', '2018 q1')",0.0
23183,CAT,2018 q1,2010,0.7056099549881668,Ms. Jamie Cook,0.3158723848113384,female,Credit Suisse,"('CAT', '2018 q1')",0.0
23184,CMI,2018 q1,2010,0.6137022332940327,Ms. Jamie Cook,0.236000859713988,female,Credit Suisse,"('CMI', '2018 q1')",0.0
23185,DE,2018 q1,2010,0.6436831383713377,Ms. Jamie Cook,0.2890945212637735,female,Credit Suisse,"('DE', '2018 q1')",0.0
23186,ITW,2018 q1,2010,0.7021658240167482,Ms. Jamie Cook,0.4208482017579765,female,Credit Suisse,"('ITW', '2018 q1')",0.0
23187,PCAR,2018 q1,2010,0.579481662756282,Ms. Jamie Cook,0.262896658975488,female,Credit Suisse,"('PCAR', '2018 q1')",0.0
23188,PH,2018 q1,2010,0.6347326762948279,Ms. Jamie Cook,0.285649298464167,female,Credit Suisse,"('PH', '2018 q1')",0.0
23189,PWR,2018 q1,2010,0.7050439019735604,Ms. Jamie Cook,0.5240416607254473,female,Credit Suisse,"('PWR', '2018 q1')",0.0
23190,CAT,2018 q1,2010,0.7056099549881668,Mr. Adam Seiden,0.619163480268795,male,Barclays,"('CAT', '2018 q1')",0.0
23191,DE,2018 q1,2010,0.6436831383713377,Mr. Adam Seiden,0.8800734803166274,male,Barclays,"('DE', '2018 q1')",0.0
23192,URI,2018 q1,2010,0.5555993685134994,Mr. Adam Seiden,0.5162105547872385,male,Barclays,"('URI', '2018 q1')",0.0
23193,CAT,2018 q1,2010,0.7056099549881668,Mr. Seth Weber,0.2386677973282644,male,RBC Capital Markets,"('CAT', '2018 q1')",0.01666666753590107
23194,CMI,2018 q1,2010,0.6137022332940327,Mr. Seth Weber,0.1747008246490894,male,RBC Capital Markets,"('CMI', '2018 q1')",0.0
23195,DE,2018 q1,2010,0.6436831383713377,Mr. Seth Weber,0.2544170100246294,male,RBC Capital Markets,"('DE', '2018 q1')",0.011111111690600714
23196,ITW,2018 q1,2010,0.7021658240167482,Mr. Seth Weber,0.4180197173659547,male,RBC Capital Markets,"('ITW', '2018 q1')",0.01906265690922737
23197,PCAR,2018 q1,2010,0.579481662756282,Mr. Seth Weber,0.2239832811967612,male,RBC Capital Markets,"('PCAR', '2018 q1')",0.0
23198,URI,2018 q1,2010,0.5555993685134994,Mr. Seth Weber,0.2646673060436175,male,RBC Capital Markets,"('URI', '2018 q1')",0.02290019765496254
23199,CMI,2018 q1,2010,0.6137022332940327,Mr. Luis J. Amadeo,0.224125833431363,male,"Oppenheimer & Co., Inc.","('CMI', '2018 q1')",0.0
23200,JCI,2018 q1,2010,0.5482576203139715,Mr. Luis J. Amadeo,0.4153383248601851,male,"Oppenheimer & Co., Inc.","('JCI', '2018 q1')",0.0
23201,ROK,2018 q1,2010,0.6130864945476896,Mr. Luis J. Amadeo,0.3539813177684101,male,"Oppenheimer & Co., Inc.","('ROK', '2018 q1')",0.0
23202,CMI,2018 q1,2010,0.6137022332940327,Mita Mehta,0.7424193182645845,female,Crispidea,"('CMI', '2018 q1')",0.18657655268907547
23203,GE,2018 q1,2010,0.6370520967976477,Mita Mehta,0.8489718321366612,female,Crispidea,"('GE', '2018 q1')",0.12771138548851013
23204,HWM,2018 q1,2010,0.7499947075607498,Mita Mehta,0.8781833339415599,female,Crispidea,"('HWM', '2018 q1')",0.1440090909600258
23205,ITW,2018 q1,2010,0.7021658240167482,Mita Mehta,0.8328470884214441,female,Crispidea,"('ITW', '2018 q1')",0.10388462617993355
23206,LMT,2018 q1,2010,0.5529060466487055,Mita Mehta,0.6642537684504354,female,Crispidea,"('LMT', '2018 q1')",0.13649868592619896
23207,MMM,2018 q1,2010,0.7592741694623366,Mita Mehta,0.7269301594806916,female,Crispidea,"('MMM', '2018 q1')",0.15876835584640503
23208,RTX,2018 q1,2010,0.4761329744464925,Mita Mehta,0.7555770987446437,female,Crispidea,"('RTX', '2018 q1')",0.12346069514751434
23209,CMI,2018 q1,2010,0.6137022332940327,Mr. Alexander E. Potter,0.406879413150443,male,Piper Sandler Companies,"('CMI', '2018 q1')",0.0
23210,PCAR,2018 q1,2010,0.579481662756282,Mr. Alexander E. Potter,0.2856406830337798,male,Piper Sandler Companies,"('PCAR', '2018 q1')",0.0
23211,DE,2018 q1,2010,0.6436831383713377,Brett W. Wong,0.2156948740168427,male,Piper Sandler Companies,"('DE', '2018 q1')",0.0
23212,DOV,2018 q1,2010,0.6994288975194156,Mr. Nicholas P. Heymann,0.4230945179475325,male,William Blair & Company,"('DOV', '2018 q1')",0.0
23213,EMR,2018 q1,2010,0.7123269177468405,Mr. Nicholas P. Heymann,0.2860923931024683,male,William Blair & Company,"('EMR', '2018 q1')",0.0
23214,GE,2018 q1,2010,0.6370520967976477,Mr. Nicholas P. Heymann,0.3308892779660413,male,William Blair & Company,"('GE', '2018 q1')",0.0
23215,JCI,2018 q1,2010,0.5482576203139715,Mr. Nicholas P. Heymann,0.2913113438401473,male,William Blair & Company,"('JCI', '2018 q1')",0.0
23216,MMM,2018 q1,2010,0.7592741694623366,Mr. Nicholas P. Heymann,0.5267469782132136,male,William Blair & Company,"('MMM', '2018 q1')",0.0
23217,ROK,2018 q1,2010,0.6130864945476896,Mr. Nicholas P. Heymann,0.252647477304422,male,William Blair & Company,"('ROK', '2018 q1')",0.0
23218,RTX,2018 q1,2010,0.4761329744464925,Mr. Nicholas P. Heymann,0.3237135397111118,male,William Blair & Company,"('RTX', '2018 q1')",0.0
23219,TT,2018 q1,2010,0.6908167716510437,Mr. Nicholas P. Heymann,0.3904235920859098,male,William Blair & Company,"('TT', '2018 q1')",0.0
23220,WAB,2018 q1,2010,0.5286291686163169,Mr. Nicholas P. Heymann,0.2382548160483724,male,William Blair & Company,"('WAB', '2018 q1')",0.0
23221,DOV,2018 q1,2010,0.6994288975194156,Mr. John G. G. Inch,0.9374780309353432,male,Deutsche Bank,"('DOV', '2018 q1')",0.0
23222,EMR,2018 q1,2010,0.7123269177468405,Mr. John G. G. Inch,0.96881847160098,male,Deutsche Bank,"('EMR', '2018 q1')",0.0
23223,ETN,2018 q1,2010,0.6489562573716532,Mr. John G. G. Inch,0.9289668093018554,male,Deutsche Bank,"('ETN', '2018 q1')",0.0
23224,GE,2018 q1,2010,0.6370520967976477,Mr. John G. G. Inch,0.696335433973157,male,Deutsche Bank,"('GE', '2018 q1')",0.0
23225,GWW,2018 q1,2010,0.60803844857189,Mr. John G. G. Inch,0.5917110147303439,male,Deutsche Bank,"('GWW', '2018 q1')",0.03333333507180214
23226,MMM,2018 q1,2010,0.7592741694623366,Mr. John G. G. Inch,0.8793063799255189,male,Deutsche Bank,"('MMM', '2018 q1')",0.0
23227,PH,2018 q1,2010,0.6347326762948279,Mr. John G. G. Inch,0.6689004644192645,male,Deutsche Bank,"('PH', '2018 q1')",0.03333333507180214
23228,EMR,2018 q1,2010,0.7123269177468405,Mr. Gautam J. Khanna,0.3231976792742502,male,Cowen and Company,"('EMR', '2018 q1')",0.0
23229,HII,2018 q1,2010,0.4340955089005236,Mr. Gautam J. Khanna,0.2928889710961408,male,Cowen and Company,"('HII', '2018 q1')",0.038982685655355453
23230,HON,2018 q1,2010,0.5722439208070991,Mr. Gautam J. Khanna,0.3820224257027109,male,Cowen and Company,"('HON', '2018 q1')",0.0
23231,JCI,2018 q1,2010,0.5482576203139715,Mr. Gautam J. Khanna,0.3170118940912677,male,Cowen and Company,"('JCI', '2018 q1')",0.0
23232,LHX,2018 q1,2010,0.867660748626352,Mr. Gautam J. Khanna,0.832325892450771,male,Cowen and Company,"('LHX', '2018 q1')",0.0
23233,TDG,2018 q1,2010,0.5931963692182931,Mr. Gautam J. Khanna,0.4943802254947234,male,Cowen and Company,"('TDG', '2018 q1')",0.03558405861258507
23234,FAST,2018 q1,2010,0.6975177353380702,"Ryan J. Merkel, CFA",0.3184480909487928,male,William Blair & Company,"('FAST', '2018 q1')",0.0
23235,GWW,2018 q1,2010,0.60803844857189,"Ryan J. Merkel, CFA",0.2275393574042223,male,William Blair & Company,"('GWW', '2018 q1')",0.0
23236,FAST,2018 q1,2010,0.6975177353380702,Credit Suisse Global Product Marketing,0.820292266343767,Not a person,Credit Suisse,"('FAST', '2018 q1')",0.0
23237,FAST,2018 q1,2010,0.6975177353380702,"Mr. Charles M. Duncan, CFA",0.4538040650623028,male,Stephens Inc.,"('FAST', '2018 q1')",0.0
23238,GWW,2018 q1,2010,0.60803844857189,"Mr. Charles M. Duncan, CFA",0.5001728555079205,male,Stephens Inc.,"('GWW', '2018 q1')",0.0
23239,PWR,2018 q1,2010,0.7050439019735604,"Mr. Charles M. Duncan, CFA",0.5347484790642052,male,Stephens Inc.,"('PWR', '2018 q1')",0.024593189358711243
23240,FAST,2018 q1,2010,0.6975177353380702,Mr. Andrew E. Buscaglia,0.3619383257538376,male,Credit Suisse,"('FAST', '2018 q1')",0.0
23241,GWW,2018 q1,2010,0.60803844857189,Mr. Andrew E. Buscaglia,0.3511350159626429,male,Credit Suisse,"('GWW', '2018 q1')",0.005847694352269173
23242,FBHS,2018 q1,2010,0.5424424442856328,Mr. Michael G. Dahl,0.2669242411882527,male,Barclays,"('FBHS', '2018 q1')",0.0
23243,MAS,2018 q1,2010,0.5415553196028953,Mr. Michael G. Dahl,0.2488343951823995,male,Barclays,"('MAS', '2018 q1')",0.0
23244,FBHS,2018 q1,2010,0.5424424442856328,Keith B. Hughes,0.2534974585629463,male,SunTrust Robinson Humphrey Capital Markets,"('FBHS', '2018 q1')",0.0
23245,FBHS,2018 q1,2010,0.5424424442856328,Mr. Alvaro Lacayo,0.2722052576904179,male,Gabelli & Company,"('FBHS', '2018 q1')",0.04117288067936897
23246,FBHS,2018 q1,2010,0.5424424442856328,"John Lovallo, II",0.5562847847166795,male,BofA Global Research,"('FBHS', '2018 q1')",0.0
23247,MAS,2018 q1,2010,0.5415553196028953,"John Lovallo, II",0.5819767238183462,male,BofA Global Research,"('MAS', '2018 q1')",0.0
23248,FBHS,2018 q1,2010,0.5424424442856328,CFRA Research,0.5239365311298001,Not a person,CFRA Equity Research,"('FBHS', '2018 q1')",0.0
23249,HWM,2018 q1,2010,0.7499947075607498,CFRA Research,0.5555881315288559,Not a person,CFRA Equity Research,"('HWM', '2018 q1')",0.0
23250,FBHS,2018 q1,2010,0.5424424442856328,Mr. Michael Eisen,0.2870116078631293,male,RBC Capital Markets,"('FBHS', '2018 q1')",0.0
23251,MAS,2018 q1,2010,0.5415553196028953,Mr. Michael Eisen,0.2659597287627503,male,RBC Capital Markets,"('MAS', '2018 q1')",0.0
23252,FBHS,2018 q1,2010,0.5424424442856328,Ms. Susan M. Maklari,0.4120945842020711,female,Credit Suisse,"('FBHS', '2018 q1')",0.0
23253,MAS,2018 q1,2010,0.5415553196028953,Ms. Susan M. Maklari,0.6547080185286402,female,Credit Suisse,"('MAS', '2018 q1')",0.0
23254,FBHS,2018 q1,2010,0.5424424442856328,Mr. Stephen S. Kim,0.3293939760420988,male,EVERCORE ISI,"('FBHS', '2018 q1')",0.0
23255,MAS,2018 q1,2010,0.5415553196028953,Mr. Stephen S. Kim,0.235773244802571,male,EVERCORE ISI,"('MAS', '2018 q1')",0.0
23256,HON,2018 q1,2010,0.5722439208070991,Sheila Kahyaoglu,0.3668365564216589,female,Jefferies,"('HON', '2018 q1')",0.005434589460492134
23257,LMT,2018 q1,2010,0.5529060466487055,Sheila Kahyaoglu,0.2469991757994054,female,Jefferies,"('LMT', '2018 q1')",0.0
23258,NOC,2018 q1,2010,0.563408106789052,Sheila Kahyaoglu,0.369808604796334,female,Jefferies,"('NOC', '2018 q1')",0.0
23259,RTX,2018 q1,2010,0.4761329744464925,Sheila Kahyaoglu,0.2097038105981638,female,Jefferies,"('RTX', '2018 q1')",0.0
23260,TDG,2018 q1,2010,0.5931963692182931,Sheila Kahyaoglu,0.2587449323749437,female,Jefferies,"('TDG', '2018 q1')",0.0
23261,HWM,2018 q1,2010,0.7499947075607498,Mr. Andrew Lane,0.7393941065928481,male,"Morningstar, Inc.","('HWM', '2018 q1')",0.0
23262,HWM,2018 q1,2010,0.7499947075607498,Rajeev Lalwani,0.7423741344725523,male,Morgan Stanley,"('HWM', '2018 q1')",0.01738014630973339
23263,IR,2018 q1,2010,0.6394552515153051,Mr. William A. Herbert,0.6394552515153051,male,Piper Sandler Companies,"('IR', '2018 q1')",0.0
23264,ITW,2018 q1,2010,0.7021658240167482,Morningstar ,0.6448177596761121,Not a person,"Morningstar, Inc.","('ITW', '2018 q1')",0.0
23265,PNR,2018 q1,2010,0.7264967774385598,Morningstar ,0.688801767473513,Not a person,"Morningstar, Inc.","('PNR', '2018 q1')",0.0
23266,LHX,2018 q1,2010,0.867660748626352,Mr. Keith Snyder,0.9227663824688032,male,CFRA Equity Research,"('LHX', '2018 q1')",0.0
23267,MAS,2018 q1,2010,0.5415553196028953,"Ms. Megan McGrath, CFA",0.2828198281557303,female,MKM Partners,"('MAS', '2018 q1')",0.017369184643030167
23268,SWK,2018 q1,2010,0.4090548237671628,"Ms. Megan McGrath, CFA",0.1736247246275206,female,MKM Partners,"('SWK', '2018 q1')",0.0
23269,MAS,2018 q1,2010,0.5415553196028953,"Nishu Sood, CFA",0.1941032942181897,male,Deutsche Bank,"('MAS', '2018 q1')",0.011469489894807339
23270,MMM,2018 q1,2010,0.7592741694623366,"Mr. Spencer E. Joyce, CFA",0.3536548525387657,male,Hilliard Lyons,"('MMM', '2018 q1')",0.05161977745592594
23271,MMM,2018 q1,2010,0.7592741694623366,"Mr. Laurence Alexander, CFA",0.6693968132578083,male,Jefferies,"('MMM', '2018 q1')",0.0
23272,PCAR,2018 q1,2010,0.579481662756282,Mr. Scott H. Group,0.2103777913529776,male,Wolfe Research,"('PCAR', '2018 q1')",0.0
23273,WAB,2018 q1,2010,0.5286291686163169,Mr. Scott H. Group,0.2559018329834386,male,Wolfe Research,"('WAB', '2018 q1')",0.010711509734392166
23274,PNR,2018 q1,2010,0.7264967774385598,"Brian P. Drab, CFA",0.582768151383442,male,William Blair & Company,"('PNR', '2018 q1')",0.0
23275,ROP,2018 q1,2010,0.5840681023755813,"Mr. John S. Quealy, CPA, CPA",0.3472335645789593,male,Canaccord Genuity,"('ROP', '2018 q1')",0.0
23276,SWK,2018 q1,2010,0.4090548237671628,Mr. Thomas Hayes,0.3087108129007312,male,Northcoast Research,"('SWK', '2018 q1')",0.0
23277,SWK,2018 q1,2010,0.4090548237671628,"Mr. Justin L. Bergner, CFA",0.1686008052231538,male,Gabelli & Company,"('SWK', '2018 q1')",0.005859401077032089
23278,SWK,2018 q1,2010,0.4090548237671628,"Mr. Michael Rehaut, CFA",0.3081232453024057,male,JPMorgan,"('SWK', '2018 q1')",0.0
23279,TDG,2018 q1,2010,0.5931963692182931,Michael Ciarmoli,0.2463007658996154,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2018 q1')",0.0
23280,TDG,2018 q1,2010,0.5931963692182931,"Elliott L. Schlang, CFA",0.2970056884699286,male,Great Lakes/Wellington Shields,"('TDG', '2018 q1')",0.0
23281,WAB,2018 q1,2010,0.5286291686163169,"Elliott L. Schlang, CFA",0.3061815670423722,male,Great Lakes/Wellington Shields,"('WAB', '2018 q1')",0.0
23282,TT,2018 q1,2010,0.6908167716510437,Mr. Steven E. Winoker,0.3580751963440607,male,UBS Equities,"('TT', '2018 q1')",0.011248089373111725
23283,TT,2018 q1,2010,0.6908167716510437,Mr. Joel G. Tiss,0.3644440517472573,male,BMO Capital Markets,"('TT', '2018 q1')",0.0
23284,TXT,2018 q1,2010,0.3525233279724753,Mr. Drew Lipke,0.3525233279724753,male,Stephens Inc.,"('TXT', '2018 q1')",0.0
23285,URI,2018 q1,2010,0.5555993685134994,Mr. Scott Schneeberger,0.2994863837032546,male,"Oppenheimer & Co., Inc.","('URI', '2018 q1')",0.0
23286,URI,2018 q1,2010,0.5555993685134994,Justin Jordan,0.2642888442601063,male,Jefferies,"('URI', '2018 q1')",0.008119003847241402
23287,URI,2018 q1,2010,0.5555993685134994,Mr. John Healy,0.4459549074862625,male,Northcoast Research,"('URI', '2018 q1')",0.0
23288,WAB,2018 q1,2010,0.5286291686163169,Saree Boroditsky,0.8571525061509759,female,Deutsche Bank,"('WAB', '2018 q1')",0.0
23289,WAB,2018 q1,2010,0.5286291686163169,Justin T. Long,0.3739961095100658,male,Stephens Inc.,"('WAB', '2018 q1')",0.009694032371044159
23290,WAB,2018 q1,2010,0.5286291686163169,Matthew Elkott,0.4765388033348743,male,Cowen and Company,"('WAB', '2018 q1')",0.0
23291,ATVI,2018 q1,5020,0.3916110991459682,Mike Hickey,0.0885128258891634,male,The Benchmark Company LLC,"('ATVI', '2018 q1')",0.0
23292,EA,2018 q1,5020,0.4041198713856514,Mike Hickey,0.1055216021149217,male,The Benchmark Company LLC,"('EA', '2018 q1')",0.0
23293,TTWO,2018 q1,5020,0.4044229141888218,Mike Hickey,0.0777026458884252,male,The Benchmark Company LLC,"('TTWO', '2018 q1')",0.0
23294,ATVI,2018 q1,5020,0.3916110991459682,"Mr. Doug Creutz, CFA",0.1617460096137052,male,Cowen and Company,"('ATVI', '2018 q1')",0.0
23295,CMCSA,2018 q1,5020,0.3731174789531251,"Mr. Doug Creutz, CFA",0.2103827630798166,male,Cowen and Company,"('CMCSA', '2018 q1')",0.0
23296,DIS,2018 q1,5020,0.2659311756267031,"Mr. Doug Creutz, CFA",0.1237182700038894,male,Cowen and Company,"('DIS', '2018 q1')",0.0
23297,DISCA,2018 q1,5020,0.2955005418528859,"Mr. Doug Creutz, CFA",0.2974088422125713,male,Cowen and Company,"('DISCA', '2018 q1')",0.0
23298,EA,2018 q1,5020,0.4041198713856514,"Mr. Doug Creutz, CFA",0.1301230171254049,male,Cowen and Company,"('EA', '2018 q1')",0.0
23299,TTWO,2018 q1,5020,0.4044229141888218,"Mr. Doug Creutz, CFA",0.1695957586498754,male,Cowen and Company,"('TTWO', '2018 q1')",0.0
23300,VIAC,2018 q1,5020,0.3504000400267342,"Mr. Doug Creutz, CFA",0.1945127104363456,male,Cowen and Company,"('VIAC', '2018 q1')",0.0
23301,ATVI,2018 q1,5020,0.3916110991459682,"Mr. Neil K. Macker, CFA",0.3869780887367405,male,"Morningstar, Inc.","('ATVI', '2018 q1')",0.0
23302,DIS,2018 q1,5020,0.2659311756267031,"Mr. Neil K. Macker, CFA",0.2683568371126979,male,"Morningstar, Inc.","('DIS', '2018 q1')",0.0
23303,DISCA,2018 q1,5020,0.2955005418528859,"Mr. Neil K. Macker, CFA",0.3670707563552807,male,"Morningstar, Inc.","('DISCA', '2018 q1')",0.0
23304,DISH,2018 q1,5020,0.3365539219755562,"Mr. Neil K. Macker, CFA",0.4373050089639143,male,"Morningstar, Inc.","('DISH', '2018 q1')",0.0
23305,EA,2018 q1,5020,0.4041198713856514,"Mr. Neil K. Macker, CFA",0.4184614401535378,male,"Morningstar, Inc.","('EA', '2018 q1')",0.0
23306,NFLX,2018 q1,5020,0.415230716060078,"Mr. Neil K. Macker, CFA",0.5136384007647405,male,"Morningstar, Inc.","('NFLX', '2018 q1')",0.0
23307,TTWO,2018 q1,5020,0.4044229141888218,"Mr. Neil K. Macker, CFA",0.352770304818347,male,"Morningstar, Inc.","('TTWO', '2018 q1')",0.0
23308,ATVI,2018 q1,5020,0.3916110991459682,Justin Post,0.0721636122226426,male,BofA Global Research,"('ATVI', '2018 q1')",0.0
23309,EA,2018 q1,5020,0.4041198713856514,Justin Post,0.2234044315542423,male,BofA Global Research,"('EA', '2018 q1')",0.029344373382627964
23310,FB,2018 q1,5020,0.3327554246646661,Justin Post,0.1196489962949803,male,BofA Global Research,"('FB', '2018 q1')",0.02411907399073243
23311,GOOGL,2018 q1,5020,0.3470040885331832,Justin Post,0.0868878167361971,male,BofA Global Research,"('GOOGL', '2018 q1')",0.007803336251527071
23312,TTWO,2018 q1,5020,0.4044229141888218,Justin Post,0.2367523661533545,male,BofA Global Research,"('TTWO', '2018 q1')",0.0
23313,TWTR,2018 q1,5020,0.4501544853156995,Justin Post,0.0857014125633613,male,BofA Global Research,"('TWTR', '2018 q1')",0.0
23314,ATVI,2018 q1,5020,0.3916110991459682,Michael J. Olson,0.0616363462797349,male,Piper Sandler Companies,"('ATVI', '2018 q1')",0.0
23315,NFLX,2018 q1,5020,0.415230716060078,Michael J. Olson,0.1005219403203872,male,Piper Sandler Companies,"('NFLX', '2018 q1')",0.0
23316,ATVI,2018 q1,5020,0.3916110991459682,Timothy O'Shea,0.1236546221278703,male,Jefferies,"('ATVI', '2018 q1')",0.0
23317,EA,2018 q1,5020,0.4041198713856514,Timothy O'Shea,0.0656422089869848,male,Jefferies,"('EA', '2018 q1')",0.0
23318,TTWO,2018 q1,5020,0.4044229141888218,Timothy O'Shea,0.0893077737075328,male,Jefferies,"('TTWO', '2018 q1')",0.0
23319,ATVI,2018 q1,5020,0.3916110991459682,"Mr. Brian T. Nowak, CFA",0.4450310699645062,male,Morgan Stanley,"('ATVI', '2018 q1')",0.0
23320,EA,2018 q1,5020,0.4041198713856514,"Mr. Brian T. Nowak, CFA",0.1888093188909632,male,Morgan Stanley,"('EA', '2018 q1')",0.0
23321,FB,2018 q1,5020,0.3327554246646661,"Mr. Brian T. Nowak, CFA",0.1930883771625538,male,Morgan Stanley,"('FB', '2018 q1')",0.0
23322,GOOGL,2018 q1,5020,0.3470040885331832,"Mr. Brian T. Nowak, CFA",0.0742770200734357,male,Morgan Stanley,"('GOOGL', '2018 q1')",0.0
23323,TTWO,2018 q1,5020,0.4044229141888218,"Mr. Brian T. Nowak, CFA",0.128988009017463,male,Morgan Stanley,"('TTWO', '2018 q1')",0.0
23324,TWTR,2018 q1,5020,0.4501544853156995,"Mr. Brian T. Nowak, CFA",0.2332526697520584,male,Morgan Stanley,"('TWTR', '2018 q1')",0.0
23325,ATVI,2018 q1,5020,0.3916110991459682,Michael H. Pachter,0.1371959239432786,male,Wedbush Securities Inc.,"('ATVI', '2018 q1')",0.0
23326,FB,2018 q1,5020,0.3327554246646661,Michael H. Pachter,0.0872150323454598,male,Wedbush Securities Inc.,"('FB', '2018 q1')",0.02516227588057518
23327,TTWO,2018 q1,5020,0.4044229141888218,Michael H. Pachter,0.082472854797431,male,Wedbush Securities Inc.,"('TTWO', '2018 q1')",0.0
23328,ATVI,2018 q1,5020,0.3916110991459682,Mr. Scott H. Kessler,0.6313194518442382,male,CFRA Equity Research,"('ATVI', '2018 q1')",0.0
23329,EA,2018 q1,5020,0.4041198713856514,Mr. Scott H. Kessler,0.5870767240627262,male,CFRA Equity Research,"('EA', '2018 q1')",0.0
23330,FB,2018 q1,5020,0.3327554246646661,Mr. Scott H. Kessler,0.4492334858543884,male,CFRA Equity Research,"('FB', '2018 q1')",0.0
23331,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Scott H. Kessler,0.6725969622379658,male,CFRA Equity Research,"('GOOGL', '2018 q1')",0.0
23332,TTWO,2018 q1,5020,0.4044229141888218,Mr. Scott H. Kessler,0.49846276340308,male,CFRA Equity Research,"('TTWO', '2018 q1')",0.0
23333,TWTR,2018 q1,5020,0.4501544853156995,Mr. Scott H. Kessler,0.604741418528733,male,CFRA Equity Research,"('TWTR', '2018 q1')",0.0
23334,ATVI,2018 q1,5020,0.3916110991459682,"Mr. Edward M. Woo, CFA",0.1119720734367487,male,Ascendiant Capital Markets,"('ATVI', '2018 q1')",0.0
23335,EA,2018 q1,5020,0.4041198713856514,"Mr. Edward M. Woo, CFA",0.2768020346460847,male,Ascendiant Capital Markets,"('EA', '2018 q1')",0.0
23336,TTWO,2018 q1,5020,0.4044229141888218,"Mr. Edward M. Woo, CFA",0.2595798010097728,male,Ascendiant Capital Markets,"('TTWO', '2018 q1')",0.0
23337,ATVI,2018 q1,5020,0.3916110991459682,Mr. Stephen D. Ju,0.3529623143047182,male,Credit Suisse,"('ATVI', '2018 q1')",0.0
23338,EA,2018 q1,5020,0.4041198713856514,Mr. Stephen D. Ju,0.3807683786087369,male,Credit Suisse,"('EA', '2018 q1')",0.0
23339,FB,2018 q1,5020,0.3327554246646661,Mr. Stephen D. Ju,0.1171726757790565,male,Credit Suisse,"('FB', '2018 q1')",0.0
23340,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Stephen D. Ju,0.1478114022488241,male,Credit Suisse,"('GOOGL', '2018 q1')",0.0
23341,NFLX,2018 q1,5020,0.415230716060078,Mr. Stephen D. Ju,0.2301559899750912,male,Credit Suisse,"('NFLX', '2018 q1')",0.0
23342,TTWO,2018 q1,5020,0.4044229141888218,Mr. Stephen D. Ju,0.5172542874825463,male,Credit Suisse,"('TTWO', '2018 q1')",0.0
23343,ATVI,2018 q1,5020,0.3916110991459682,SADIF Research,0.9827870690625504,Not a person,Sadif Analytics Prime,"('ATVI', '2018 q1')",0.9546958804130554
23344,EA,2018 q1,5020,0.4041198713856514,SADIF Research,0.9875539492766988,Not a person,Sadif Analytics Prime,"('EA', '2018 q1')",0.9699260592460632
23345,LYV,2018 q1,5020,0.6119827987168402,SADIF Research,0.979208748815698,Not a person,Sadif Analytics Prime,"('LYV', '2018 q1')",0.9539666771888733
23346,OMC,2018 q1,5020,0.7801555611067525,SADIF Research,0.941986544267877,Not a person,Sadif Analytics Prime,"('OMC', '2018 q1')",0.9779009819030762
23347,TTWO,2018 q1,5020,0.4044229141888218,SADIF Research,0.9028464679438052,Not a person,Sadif Analytics Prime,"('TTWO', '2018 q1')",0.8827542662620544
23348,ATVI,2018 q1,5020,0.3916110991459682,Mr. Eric O. Handler,0.1612062934598429,male,MKM Partners,"('ATVI', '2018 q1')",0.0
23349,EA,2018 q1,5020,0.4041198713856514,Mr. Eric O. Handler,0.1549721780464762,male,MKM Partners,"('EA', '2018 q1')",0.014004863798618317
23350,TTWO,2018 q1,5020,0.4044229141888218,Mr. Eric O. Handler,0.2200464441117551,male,MKM Partners,"('TTWO', '2018 q1')",0.027073824778199196
23351,ATVI,2018 q1,5020,0.3916110991459682,Mr. Ryan Gee,0.0917255339190016,male,Barclays,"('ATVI', '2018 q1')",0.0070956614799797535
23352,EA,2018 q1,5020,0.4041198713856514,Mr. Ryan Gee,0.1748881410206341,male,Barclays,"('EA', '2018 q1')",0.0
23353,TTWO,2018 q1,5020,0.4044229141888218,Mr. Ryan Gee,0.2193403766302634,male,Barclays,"('TTWO', '2018 q1')",0.0
23354,ATVI,2018 q1,5020,0.3916110991459682,"Mr. Matthew C. Thornton, CFA",0.1116898416787397,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2018 q1')",0.01184543315321207
23355,EA,2018 q1,5020,0.4041198713856514,"Mr. Matthew C. Thornton, CFA",0.0809005306762222,male,SunTrust Robinson Humphrey Capital Markets,"('EA', '2018 q1')",0.0
23356,NFLX,2018 q1,5020,0.415230716060078,"Mr. Matthew C. Thornton, CFA",0.1336856053972986,male,SunTrust Robinson Humphrey Capital Markets,"('NFLX', '2018 q1')",0.0
23357,ATVI,2018 q1,5020,0.3916110991459682,Mr. Andrew P. Uerkwitz,0.0477391558109787,male,"Oppenheimer & Co., Inc.","('ATVI', '2018 q1')",0.0
23358,CHTR,2018 q1,5020,0.4409676274959461,"Mr. Michael Morris, CFA",0.2137869628592836,male,Guggenheim Securities LLC,"('CHTR', '2018 q1')",0.005452313926070929
23359,CMCSA,2018 q1,5020,0.3731174789531251,"Mr. Michael Morris, CFA",0.1809745600672159,male,Guggenheim Securities LLC,"('CMCSA', '2018 q1')",0.0
23360,DISCA,2018 q1,5020,0.2955005418528859,"Mr. Michael Morris, CFA",0.2135721238407033,male,Guggenheim Securities LLC,"('DISCA', '2018 q1')",0.0
23361,DISH,2018 q1,5020,0.3365539219755562,"Mr. Michael Morris, CFA",0.2337509610230112,male,Guggenheim Securities LLC,"('DISH', '2018 q1')",0.0
23362,NFLX,2018 q1,5020,0.415230716060078,"Mr. Michael Morris, CFA",0.2645299550855856,male,Guggenheim Securities LLC,"('NFLX', '2018 q1')",0.0
23363,VIAC,2018 q1,5020,0.3504000400267342,"Mr. Michael Morris, CFA",0.0994498837170513,male,Guggenheim Securities LLC,"('VIAC', '2018 q1')",0.0
23364,CHTR,2018 q1,5020,0.4409676274959461,"Marci L. Ryvicker, CFA",0.3692443198959387,female,"Wells Fargo Securities, LLC","('CHTR', '2018 q1')",0.0
23365,CMCSA,2018 q1,5020,0.3731174789531251,"Marci L. Ryvicker, CFA",0.2437147682101219,female,"Wells Fargo Securities, LLC","('CMCSA', '2018 q1')",0.0
23366,DIS,2018 q1,5020,0.2659311756267031,"Marci L. Ryvicker, CFA",0.1718239152525061,female,"Wells Fargo Securities, LLC","('DIS', '2018 q1')",0.0
23367,DISCA,2018 q1,5020,0.2955005418528859,"Marci L. Ryvicker, CFA",0.1533055579195089,female,"Wells Fargo Securities, LLC","('DISCA', '2018 q1')",0.0
23368,NFLX,2018 q1,5020,0.415230716060078,"Marci L. Ryvicker, CFA",0.0733258871979967,female,"Wells Fargo Securities, LLC","('NFLX', '2018 q1')",0.0
23369,VIAC,2018 q1,5020,0.3504000400267342,"Marci L. Ryvicker, CFA",0.1831061175479207,female,"Wells Fargo Securities, LLC","('VIAC', '2018 q1')",0.0
23370,CHTR,2018 q1,5020,0.4409676274959461,"Timothy K. Horan, CFA",0.2197339395738192,male,"Oppenheimer & Co., Inc.","('CHTR', '2018 q1')",0.0
23371,CHTR,2018 q1,5020,0.4409676274959461,"Tuna N. Amobi, CFA",0.6787460581364781,male,CFRA Equity Research,"('CHTR', '2018 q1')",0.0
23372,DIS,2018 q1,5020,0.2659311756267031,"Tuna N. Amobi, CFA",0.3523809497683274,male,CFRA Equity Research,"('DIS', '2018 q1')",0.0
23373,DISH,2018 q1,5020,0.3365539219755562,"Tuna N. Amobi, CFA",0.5177025365975222,male,CFRA Equity Research,"('DISH', '2018 q1')",0.0
23374,IPG,2018 q1,5020,0.7481750599322068,"Tuna N. Amobi, CFA",0.5768443620644381,male,CFRA Equity Research,"('IPG', '2018 q1')",0.0
23375,LYV,2018 q1,5020,0.6119827987168402,"Tuna N. Amobi, CFA",0.42380153557995,male,CFRA Equity Research,"('LYV', '2018 q1')",0.0
23376,NFLX,2018 q1,5020,0.415230716060078,"Tuna N. Amobi, CFA",0.4800494926882556,male,CFRA Equity Research,"('NFLX', '2018 q1')",0.0
23377,NWSA,2018 q1,5020,0.5986425136118496,"Tuna N. Amobi, CFA",0.6168284975207349,male,CFRA Equity Research,"('NWSA', '2018 q1')",0.0
23378,OMC,2018 q1,5020,0.7801555611067525,"Tuna N. Amobi, CFA",0.8494876642853231,male,CFRA Equity Research,"('OMC', '2018 q1')",0.0
23379,VIAC,2018 q1,5020,0.3504000400267342,"Tuna N. Amobi, CFA",0.4181203619188544,male,CFRA Equity Research,"('VIAC', '2018 q1')",0.0
23380,CHTR,2018 q1,5020,0.4409676274959461,Colby A. Synesael,0.1756390484225618,male,Cowen and Company,"('CHTR', '2018 q1')",0.0
23381,DISH,2018 q1,5020,0.3365539219755562,Colby A. Synesael,0.1303066014408419,male,Cowen and Company,"('DISH', '2018 q1')",0.0
23382,CHTR,2018 q1,5020,0.4409676274959461,Kannan Venkateshwar,0.4017719362665699,male,Barclays,"('CHTR', '2018 q1')",0.0
23383,DIS,2018 q1,5020,0.2659311756267031,Kannan Venkateshwar,0.0850442575606368,male,Barclays,"('DIS', '2018 q1')",0.0
23384,DISCA,2018 q1,5020,0.2955005418528859,Kannan Venkateshwar,0.1390218559888639,male,Barclays,"('DISCA', '2018 q1')",0.0
23385,DISH,2018 q1,5020,0.3365539219755562,Kannan Venkateshwar,0.2398824547571152,male,Barclays,"('DISH', '2018 q1')",0.0
23386,NFLX,2018 q1,5020,0.415230716060078,Kannan Venkateshwar,0.2233208958056548,male,Barclays,"('NFLX', '2018 q1')",0.0
23387,CHTR,2018 q1,5020,0.4409676274959461,Ms. Jessica J. Reif Ehrlich,0.2229659781812257,female,BofA Global Research,"('CHTR', '2018 q1')",0.0
23388,CMCSA,2018 q1,5020,0.3731174789531251,Ms. Jessica J. Reif Ehrlich,0.2865297744627352,female,BofA Global Research,"('CMCSA', '2018 q1')",0.0
23389,DIS,2018 q1,5020,0.2659311756267031,Ms. Jessica J. Reif Ehrlich,0.1887440694770392,female,BofA Global Research,"('DIS', '2018 q1')",0.0
23390,DISCA,2018 q1,5020,0.2955005418528859,Ms. Jessica J. Reif Ehrlich,0.1845917532328045,female,BofA Global Research,"('DISCA', '2018 q1')",0.0
23391,VIAC,2018 q1,5020,0.3504000400267342,Ms. Jessica J. Reif Ehrlich,0.1724824514437763,female,BofA Global Research,"('VIAC', '2018 q1')",0.024472706019878387
23392,CHTR,2018 q1,5020,0.4409676274959461,Greg P Miller,0.2735387915516616,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2018 q1')",0.0
23393,CMCSA,2018 q1,5020,0.3731174789531251,Greg P Miller,0.1216621901746153,male,SunTrust Robinson Humphrey Capital Markets,"('CMCSA', '2018 q1')",0.0
23394,DISH,2018 q1,5020,0.3365539219755562,Greg P Miller,0.1832290419258228,male,SunTrust Robinson Humphrey Capital Markets,"('DISH', '2018 q1')",0.0
23395,CHTR,2018 q1,5020,0.4409676274959461,Mr. Bryan D. Kraft,0.3387367210449836,male,Deutsche Bank,"('CHTR', '2018 q1')",0.0
23396,CMCSA,2018 q1,5020,0.3731174789531251,Mr. Bryan D. Kraft,0.4245567657982472,male,Deutsche Bank,"('CMCSA', '2018 q1')",0.026556221768260002
23397,DISH,2018 q1,5020,0.3365539219755562,Mr. Bryan D. Kraft,0.1502989501950688,male,Deutsche Bank,"('DISH', '2018 q1')",0.0
23398,NFLX,2018 q1,5020,0.415230716060078,Mr. Bryan D. Kraft,0.1716717368548573,male,Deutsche Bank,"('NFLX', '2018 q1')",0.0
23399,VIAC,2018 q1,5020,0.3504000400267342,Mr. Bryan D. Kraft,0.1364044588401713,male,Deutsche Bank,"('VIAC', '2018 q1')",0.0
23400,CMCSA,2018 q1,5020,0.3731174789531251,Jonathan Atkin,0.1204175637566601,male,RBC Capital Markets,"('CMCSA', '2018 q1')",0.0
23401,DISH,2018 q1,5020,0.3365539219755562,Jonathan Atkin,0.1194956185186934,male,RBC Capital Markets,"('DISH', '2018 q1')",0.0
23402,CMCSA,2018 q1,5020,0.3731174789531251,Mr. Jeff D. Wlodarczak,0.3110017073169853,male,Pivotal Research Group,"('CMCSA', '2018 q1')",0.016577969305217266
23403,DISH,2018 q1,5020,0.3365539219755562,Mr. Jeff D. Wlodarczak,0.1215586689797657,male,Pivotal Research Group,"('DISH', '2018 q1')",0.0
23404,NFLX,2018 q1,5020,0.415230716060078,Mr. Jeff D. Wlodarczak,0.1855735302229839,male,Pivotal Research Group,"('NFLX', '2018 q1')",0.017534753307700157
23405,CMCSA,2018 q1,5020,0.3731174789531251,"Benjamin D. Swinburne, CFA",0.1655647204248111,male,Morgan Stanley,"('CMCSA', '2018 q1')",0.0
23406,DIS,2018 q1,5020,0.2659311756267031,"Benjamin D. Swinburne, CFA",0.0892015587996092,male,Morgan Stanley,"('DIS', '2018 q1')",0.0
23407,NFLX,2018 q1,5020,0.415230716060078,"Benjamin D. Swinburne, CFA",0.1716969311449479,male,Morgan Stanley,"('NFLX', '2018 q1')",0.0
23408,CMCSA,2018 q1,5020,0.3731174789531251,Mr. Matthew Walker,0.4952582774999848,male,Credit Suisse,"('CMCSA', '2018 q1')",0.0
23409,CMCSA,2018 q1,5020,0.3731174789531251,"Jeff C. Fan, CFA",0.1043703660387445,male,Scotiabank GBM,"('CMCSA', '2018 q1')",0.0
23410,CMCSA,2018 q1,5020,0.3731174789531251,Mr. Scott Goldman,0.3391733433527769,male,Jefferies,"('CMCSA', '2018 q1')",0.0
23411,DIS,2018 q1,5020,0.2659311756267031,"Mr. Brian W. Wieser, CFA",0.2469200168896294,male,Pivotal Research Group,"('DIS', '2018 q1')",0.02091212198138237
23412,IPG,2018 q1,5020,0.7481750599322068,"Mr. Brian W. Wieser, CFA",0.7380342748664711,male,Pivotal Research Group,"('IPG', '2018 q1')",0.0
23413,TWTR,2018 q1,5020,0.4501544853156995,"Mr. Brian W. Wieser, CFA",0.3138618563263697,male,Pivotal Research Group,"('TWTR', '2018 q1')",0.07950454205274582
23414,DIS,2018 q1,5020,0.2659311756267031,Mr. Stan Meyers,0.1125888567642975,male,Piper Sandler Companies,"('DIS', '2018 q1')",0.0
23415,VIAC,2018 q1,5020,0.3504000400267342,Mr. Stan Meyers,0.1301495043654968,male,Piper Sandler Companies,"('VIAC', '2018 q1')",0.0
23416,DIS,2018 q1,5020,0.2659311756267031,"Jeffrey S. Thomison, CFA",0.0645411884950691,male,Hilliard Lyons,"('DIS', '2018 q1')",0.0
23417,EA,2018 q1,5020,0.4041198713856514,"Jeffrey S. Thomison, CFA",0.1029715481271636,male,Hilliard Lyons,"('EA', '2018 q1')",0.05350453779101372
23418,TTWO,2018 q1,5020,0.4044229141888218,"Jeffrey S. Thomison, CFA",0.0924579368737961,male,Hilliard Lyons,"('TTWO', '2018 q1')",0.038271449506282806
23419,DIS,2018 q1,5020,0.2659311756267031,Mr. Steven Cahall,0.2854548747434564,male,RBC Capital Markets,"('DIS', '2018 q1')",0.0
23420,DISCA,2018 q1,5020,0.2955005418528859,Mr. Steven Cahall,0.1167271083022827,male,RBC Capital Markets,"('DISCA', '2018 q1')",0.0
23421,IPG,2018 q1,5020,0.7481750599322068,Mr. Steven Cahall,0.6644150067445288,male,RBC Capital Markets,"('IPG', '2018 q1')",0.0
23422,OMC,2018 q1,5020,0.7801555611067525,Mr. Steven Cahall,0.6313917677292445,male,RBC Capital Markets,"('OMC', '2018 q1')",0.03333333507180214
23423,VIAC,2018 q1,5020,0.3504000400267342,Mr. Steven Cahall,0.1308530407723834,male,RBC Capital Markets,"('VIAC', '2018 q1')",0.0
23424,DIS,2018 q1,5020,0.2659311756267031,Mr. Jeffrey B. Logsdon,0.0777945076852872,male,"JBL Advisors, LLC","('DIS', '2018 q1')",0.0
23425,VIAC,2018 q1,5020,0.3504000400267342,Mr. Jeffrey B. Logsdon,0.1686307792127237,male,"JBL Advisors, LLC","('VIAC', '2018 q1')",0.03258686885237694
23426,DISCA,2018 q1,5020,0.2955005418528859,"Ms. Jaime S. Morris, CFA, CPA",0.2306771149048956,female,Jefferies,"('DISCA', '2018 q1')",0.0
23427,IPG,2018 q1,5020,0.7481750599322068,"Ms. Jaime S. Morris, CFA, CPA",0.6457260019296918,female,Jefferies,"('IPG', '2018 q1')",0.0
23428,NWSA,2018 q1,5020,0.5986425136118496,"Ms. Jaime S. Morris, CFA, CPA",0.4006482422614201,female,Jefferies,"('NWSA', '2018 q1')",0.0
23429,VIAC,2018 q1,5020,0.3504000400267342,"Ms. Jaime S. Morris, CFA, CPA",0.1118316755613492,female,Jefferies,"('VIAC', '2018 q1')",0.0
23430,EA,2018 q1,5020,0.4041198713856514,"Mr. Ralph E. Schackart, CFA",0.1588211313983099,male,William Blair & Company,"('EA', '2018 q1')",0.0
23431,NFLX,2018 q1,5020,0.415230716060078,"Mr. Ralph E. Schackart, CFA",0.1499438669076941,male,William Blair & Company,"('NFLX', '2018 q1')",0.008968873880803585
23432,EA,2018 q1,5020,0.4041198713856514,Scott Krasik,0.0909717483021589,male,The Buckingham Research Group,"('EA', '2018 q1')",0.0
23433,FB,2018 q1,5020,0.3327554246646661,John Belton,0.0538568390372144,male,EVERCORE ISI,"('FB', '2018 q1')",0.0073477476835250854
23434,GOOGL,2018 q1,5020,0.3470040885331832,John Belton,0.1158811439003872,male,EVERCORE ISI,"('GOOGL', '2018 q1')",0.011965942569077015
23435,TWTR,2018 q1,5020,0.4501544853156995,John Belton,0.1876751995745723,male,EVERCORE ISI,"('TWTR', '2018 q1')",0.0
23436,FB,2018 q1,5020,0.3327554246646661,William Kerr,0.0428868839715645,male,Cowen and Company,"('FB', '2018 q1')",0.0
23437,GOOGL,2018 q1,5020,0.3470040885331832,William Kerr,0.0587058331310126,male,Cowen and Company,"('GOOGL', '2018 q1')",0.0
23438,NFLX,2018 q1,5020,0.415230716060078,William Kerr,0.1098074045039448,male,Cowen and Company,"('NFLX', '2018 q1')",0.0
23439,FB,2018 q1,5020,0.3327554246646661,Lloyd Walmsley,0.0809409090643849,male,Deutsche Bank,"('FB', '2018 q1')",0.005140105728060007
23440,GOOGL,2018 q1,5020,0.3470040885331832,Lloyd Walmsley,0.0829167991596402,male,Deutsche Bank,"('GOOGL', '2018 q1')",0.010269906371831894
23441,TWTR,2018 q1,5020,0.4501544853156995,Lloyd Walmsley,0.1299699538372966,male,Deutsche Bank,"('TWTR', '2018 q1')",0.0
23442,FB,2018 q1,5020,0.3327554246646661,"Shebly Seyrafi, CFA",0.694882658146569,male,FBN Securities,"('FB', '2018 q1')",0.03333333507180214
23443,NFLX,2018 q1,5020,0.415230716060078,"Shebly Seyrafi, CFA",0.2415505152207988,male,FBN Securities,"('NFLX', '2018 q1')",0.0
23444,TWTR,2018 q1,5020,0.4501544853156995,"Shebly Seyrafi, CFA",0.6378630368029613,male,FBN Securities,"('TWTR', '2018 q1')",0.03333333507180214
23445,FB,2018 q1,5020,0.3327554246646661,Mr. Stephen Turner,0.0506691101556389,male,Hilliard Lyons,"('FB', '2018 q1')",0.0
23446,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Stephen Turner,0.066707722492599,male,Hilliard Lyons,"('GOOGL', '2018 q1')",0.0
23447,FB,2018 q1,5020,0.3327554246646661,Mr. Robert Sanderson,0.2376508819977292,male,MKM Partners,"('FB', '2018 q1')",0.0
23448,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Robert Sanderson,0.1915306212953009,male,MKM Partners,"('GOOGL', '2018 q1')",0.0
23449,NFLX,2018 q1,5020,0.415230716060078,Mr. Robert Sanderson,0.2451992254245028,male,MKM Partners,"('NFLX', '2018 q1')",0.017459390684962273
23450,FB,2018 q1,5020,0.3327554246646661,"Mr. Shyam Patil, CFA",0.4391314257912231,male,Susquehanna Financial Group LLLP,"('FB', '2018 q1')",0.0
23451,GOOGL,2018 q1,5020,0.3470040885331832,"Mr. Shyam Patil, CFA",0.6217530426856502,male,Susquehanna Financial Group LLLP,"('GOOGL', '2018 q1')",0.0
23452,TWTR,2018 q1,5020,0.4501544853156995,"Mr. Shyam Patil, CFA",0.4887874375718239,male,Susquehanna Financial Group LLLP,"('TWTR', '2018 q1')",0.0
23453,FB,2018 q1,5020,0.3327554246646661,"Mr. Michael Graham, CFA",0.179594094298489,male,Canaccord Genuity,"('FB', '2018 q1')",0.0
23454,NFLX,2018 q1,5020,0.415230716060078,"Mr. Michael Graham, CFA",0.3617693413896557,male,Canaccord Genuity,"('NFLX', '2018 q1')",0.0
23455,FB,2018 q1,5020,0.3327554246646661,Mr. Samuel Kemp,0.0807103415772216,male,Piper Sandler Companies,"('FB', '2018 q1')",0.0
23456,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Samuel Kemp,0.2536198926494403,male,Piper Sandler Companies,"('GOOGL', '2018 q1')",0.005099565722048283
23457,FB,2018 q1,5020,0.3327554246646661,Mr. Youssef H. Squali,0.044227542292375,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2018 q1')",0.03379192017018795
23458,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Youssef H. Squali,0.0992866481066213,male,SunTrust Robinson Humphrey Capital Markets,"('GOOGL', '2018 q1')",0.0
23459,TWTR,2018 q1,5020,0.4501544853156995,Mr. Youssef H. Squali,0.1393605684435579,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2018 q1')",0.0165620818734169
23460,FB,2018 q1,5020,0.3327554246646661,Mr. Ali Mogharabi,0.2647075141847242,male,"Morningstar, Inc.","('FB', '2018 q1')",0.0
23461,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Ali Mogharabi,0.2448201508160781,male,"Morningstar, Inc.","('GOOGL', '2018 q1')",0.0
23462,IPG,2018 q1,5020,0.7481750599322068,Mr. Ali Mogharabi,0.7717215006042148,male,"Morningstar, Inc.","('IPG', '2018 q1')",0.0
23463,OMC,2018 q1,5020,0.7801555611067525,Mr. Ali Mogharabi,0.6922884448926798,male,"Morningstar, Inc.","('OMC', '2018 q1')",0.0
23464,TWTR,2018 q1,5020,0.4501544853156995,Mr. Ali Mogharabi,0.3817813019881038,male,"Morningstar, Inc.","('TWTR', '2018 q1')",0.0
23465,FB,2018 q1,5020,0.3327554246646661,"Mr. Ronald V. Josey, III",0.1990454712082147,male,JMP Securities,"('FB', '2018 q1')",0.015546763315796852
23466,GOOGL,2018 q1,5020,0.3470040885331832,"Mr. Ronald V. Josey, III",0.1891565868036185,male,JMP Securities,"('GOOGL', '2018 q1')",0.0
23467,FB,2018 q1,5020,0.3327554246646661,Mr. Brent J. Thill,0.0473302474714853,male,Jefferies,"('FB', '2018 q1')",0.0
23468,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Brent J. Thill,0.0761239106775243,male,Jefferies,"('GOOGL', '2018 q1')",0.0
23469,TWTR,2018 q1,5020,0.4501544853156995,Mr. Brent J. Thill,0.2237467880626116,male,Jefferies,"('TWTR', '2018 q1')",0.0
23470,FB,2018 q1,5020,0.3327554246646661,Mr. Mark S. Mahaney,0.0531011317479866,male,RBC Capital Markets,"('FB', '2018 q1')",0.0
23471,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Mark S. Mahaney,0.0641689948905757,male,RBC Capital Markets,"('GOOGL', '2018 q1')",0.0
23472,NFLX,2018 q1,5020,0.415230716060078,Mr. Mark S. Mahaney,0.6781197491803216,male,RBC Capital Markets,"('NFLX', '2018 q1')",0.03333333507180214
23473,TWTR,2018 q1,5020,0.4501544853156995,Mr. Mark S. Mahaney,0.6378630368029612,male,RBC Capital Markets,"('TWTR', '2018 q1')",0.03333333507180214
23474,FB,2018 q1,5020,0.3327554246646661,Mr. Ross Sandler,0.090380942689842,male,Barclays,"('FB', '2018 q1')",0.0
23475,TWTR,2018 q1,5020,0.4501544853156995,Mr. Ross Sandler,0.4165517059266111,male,Barclays,"('TWTR', '2018 q1')",0.0
23476,FB,2018 q1,5020,0.3327554246646661,Mr. Jason S. Helfstein,0.6951319393209753,male,"Oppenheimer & Co., Inc.","('FB', '2018 q1')",0.03333333507180214
23477,GOOGL,2018 q1,5020,0.3470040885331832,Mr. Jason S. Helfstein,0.0616177784709679,male,"Oppenheimer & Co., Inc.","('GOOGL', '2018 q1')",0.0
23478,NFLX,2018 q1,5020,0.415230716060078,Mr. Jason S. Helfstein,0.1446393063358667,male,"Oppenheimer & Co., Inc.","('NFLX', '2018 q1')",0.0
23479,GOOGL,2018 q1,5020,0.3470040885331832,Ms. Shejal Ajmera,0.4058460560466952,female,Crispidea,"('GOOGL', '2018 q1')",0.0
23480,NFLX,2018 q1,5020,0.415230716060078,Ms. Shejal Ajmera,0.485364208595652,female,Crispidea,"('NFLX', '2018 q1')",0.0
23481,GOOGL,2018 q1,5020,0.3470040885331832,Stephen Castellano,0.5358904009979842,male,Ascendere Associates LLC,"('GOOGL', '2018 q1')",0.17401084303855896
23482,IPG,2018 q1,5020,0.7481750599322068,CFRA Research,0.5755958563878332,Not a person,CFRA Equity Research,"('IPG', '2018 q1')",0.0
23483,LYV,2018 q1,5020,0.6119827987168402,CFRA Research,0.4191970497715102,Not a person,CFRA Equity Research,"('LYV', '2018 q1')",0.0
23484,NFLX,2018 q1,5020,0.415230716060078,CFRA Research,0.4924266516629756,Not a person,CFRA Equity Research,"('NFLX', '2018 q1')",0.0
23485,LYV,2018 q1,5020,0.6119827987168402,Mr. Ryan Sundby,0.272841001293788,male,William Blair & Company,"('LYV', '2018 q1')",0.0
23486,LYV,2018 q1,5020,0.6119827987168402,Mr. John Healy,0.3016785573514844,male,Northcoast Research,"('LYV', '2018 q1')",0.0
23487,LYV,2018 q1,5020,0.6119827987168402,Mr. Kyle W. Evans,0.778814307845827,male,Stephens Inc.,"('LYV', '2018 q1')",0.0
23488,VIAC,2018 q1,5020,0.3504000400267342,Mr. Kyle W. Evans,0.5346926589878109,male,Stephens Inc.,"('VIAC', '2018 q1')",0.08145040273666382
23489,LYV,2018 q1,5020,0.6119827987168402,Mr. Curry Baker,0.441645968478143,male,Guggenheim Securities LLC,"('LYV', '2018 q1')",0.0
23490,LYV,2018 q1,5020,0.6119827987168402,Brandon Ross,0.3152557362474995,male,BTIG,"('LYV', '2018 q1')",0.013395474292337894
23491,LYV,2018 q1,5020,0.6119827987168402,"Mr. David C. Joyce, CFA",0.3383662688985151,male,EVERCORE ISI,"('LYV', '2018 q1')",0.0
23492,NFLX,2018 q1,5020,0.415230716060078,Mr. Nat H. Schindler,0.1104272742974086,male,BofA Global Research,"('NFLX', '2018 q1')",0.0
23493,NFLX,2018 q1,5020,0.415230716060078,Mr. Steven B. Frankel,0.132993395452181,male,Colliers Securities,"('NFLX', '2018 q1')",0.0
23494,NWSA,2018 q1,5020,0.5986425136118496,Mr. Fraser McLeish,0.3836919557349413,male,Credit Suisse,"('NWSA', '2018 q1')",0.0
23495,NWSA,2018 q1,5020,0.5986425136118496,Tim Baker,0.7855840754699065,male,Deutsche Bank,"('NWSA', '2018 q1')",0.0
23496,NWSA,2018 q1,5020,0.5986425136118496,Entcho Raykovski,0.2917305498034329,male,Deutsche Bank,"('NWSA', '2018 q1')",0.09563597291707993
23497,NWSA,2018 q1,5020,0.5986425136118496,Mr. Brian Han,0.5509687063061557,male,"Morningstar, Inc.","('NWSA', '2018 q1')",0.0
23498,OMC,2018 q1,5020,0.7801555611067525,Julien M. Roch,0.5349310245311608,male,Barclays,"('OMC', '2018 q1')",0.019665930420160294
23499,OMC,2018 q1,5020,0.7801555611067525,Group Media,0.5601031054988357,Not a person,BofA Global Research,"('OMC', '2018 q1')",0.013821986503899097
23500,TTWO,2018 q1,5020,0.4044229141888218,Gerrick L. Johnson,0.070807342509537,male,BMO Capital Markets,"('TTWO', '2018 q1')",0.0
23501,TWTR,2018 q1,5020,0.4501544853156995,Doug Anmuth,0.1769982625125701,male,JPMorgan,"('TWTR', '2018 q1')",0.0
23502,TWTR,2018 q1,5020,0.4501544853156995,Mr. Jonathan Kees,0.1122320423558617,male,Summit Insights Group,"('TWTR', '2018 q1')",0.05603106692433357
23503,TWTR,2018 q1,5020,0.4501544853156995,Mr. Eric J. Sheridan,0.0804940416629412,male,UBS Equities,"('TWTR', '2018 q1')",0.0
23504,TWTR,2018 q1,5020,0.4501544853156995,Daniel Salmon,0.1248074890130983,male,BMO Capital Markets,"('TWTR', '2018 q1')",0.0
23505,VIAC,2018 q1,5020,0.3504000400267342,"Mr. Daniel L. Kurnos, CFA",0.0857243863567663,male,The Benchmark Company LLC,"('VIAC', '2018 q1')",0.0
23506,VIAC,2018 q1,5020,0.3504000400267342,"Mr. James C. Goss, CFA",0.6045499644525938,male,Barrington Research Associates,"('VIAC', '2018 q1')",0.0
23507,ATVI,2018 q2,5020,0.248102439857856,"Mr. Ralph E. Schackart, CFA",0.0852464665053017,male,William Blair & Company,"('ATVI', '2018 q2')",0.0
23508,EA,2018 q2,5020,0.3809412888265944,"Mr. Ralph E. Schackart, CFA",0.146865250545466,male,William Blair & Company,"('EA', '2018 q2')",0.0
23509,NFLX,2018 q2,5020,0.4329685371304649,"Mr. Ralph E. Schackart, CFA",0.2122836946711613,male,William Blair & Company,"('NFLX', '2018 q2')",0.0
23510,ATVI,2018 q2,5020,0.248102439857856,Michael J. Olson,0.0408238977380008,male,Piper Sandler Companies,"('ATVI', '2018 q2')",0.0
23511,NFLX,2018 q2,5020,0.4329685371304649,Michael J. Olson,0.0788773632061801,male,Piper Sandler Companies,"('NFLX', '2018 q2')",0.0
23512,ATVI,2018 q2,5020,0.248102439857856,Mr. Ryan Gee,0.0741235301495276,male,Barclays,"('ATVI', '2018 q2')",0.0
23513,EA,2018 q2,5020,0.3809412888265944,Mr. Ryan Gee,0.1723069954315941,male,Barclays,"('EA', '2018 q2')",0.0
23514,TTWO,2018 q2,5020,0.3756436165132619,Mr. Ryan Gee,0.1686415173300178,male,Barclays,"('TTWO', '2018 q2')",0.0
23515,ATVI,2018 q2,5020,0.248102439857856,Mr. Stephen D. Ju,0.3118598081244442,male,Credit Suisse,"('ATVI', '2018 q2')",0.006594915874302387
23516,EA,2018 q2,5020,0.3809412888265944,Mr. Stephen D. Ju,0.419909069353292,male,Credit Suisse,"('EA', '2018 q2')",0.0
23517,FB,2018 q2,5020,0.3589373352191207,Mr. Stephen D. Ju,0.1230657826725303,male,Credit Suisse,"('FB', '2018 q2')",0.0
23518,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Stephen D. Ju,0.1836430797338531,male,Credit Suisse,"('GOOGL', '2018 q2')",0.0
23519,TTWO,2018 q2,5020,0.3756436165132619,Mr. Stephen D. Ju,0.5702621603134721,male,Credit Suisse,"('TTWO', '2018 q2')",0.0
23520,ATVI,2018 q2,5020,0.248102439857856,Timothy O'Shea,0.0440937275672704,male,Jefferies,"('ATVI', '2018 q2')",0.0
23521,ATVI,2018 q2,5020,0.248102439857856,"Mr. Doug Creutz, CFA",0.1262392840493871,male,Cowen and Company,"('ATVI', '2018 q2')",0.0
23522,DIS,2018 q2,5020,0.3028819660813396,"Mr. Doug Creutz, CFA",0.1774021961342394,male,Cowen and Company,"('DIS', '2018 q2')",0.0
23523,DISCA,2018 q2,5020,0.3965774240953696,"Mr. Doug Creutz, CFA",0.1907814197568071,male,Cowen and Company,"('DISCA', '2018 q2')",0.0
23524,EA,2018 q2,5020,0.3809412888265944,"Mr. Doug Creutz, CFA",0.1289575525073203,male,Cowen and Company,"('EA', '2018 q2')",0.0
23525,TTWO,2018 q2,5020,0.3756436165132619,"Mr. Doug Creutz, CFA",0.1239805483275862,male,Cowen and Company,"('TTWO', '2018 q2')",0.0
23526,VIAC,2018 q2,5020,0.3703417457784325,"Mr. Doug Creutz, CFA",0.1479226744950748,male,Cowen and Company,"('VIAC', '2018 q2')",0.0
23527,ATVI,2018 q2,5020,0.248102439857856,Mr. Scott H. Kessler,0.5702579513702272,male,CFRA Equity Research,"('ATVI', '2018 q2')",0.0
23528,EA,2018 q2,5020,0.3809412888265944,Mr. Scott H. Kessler,0.5788558312718052,male,CFRA Equity Research,"('EA', '2018 q2')",0.0
23529,FB,2018 q2,5020,0.3589373352191207,Mr. Scott H. Kessler,0.4253145314355823,male,CFRA Equity Research,"('FB', '2018 q2')",0.0015313098473208292
23530,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Scott H. Kessler,0.6293534871391031,male,CFRA Equity Research,"('GOOGL', '2018 q2')",0.0
23531,TTWO,2018 q2,5020,0.3756436165132619,Mr. Scott H. Kessler,0.4968386021691479,male,CFRA Equity Research,"('TTWO', '2018 q2')",0.0
23532,TWTR,2018 q2,5020,0.3087244599187304,Mr. Scott H. Kessler,0.6027526636332712,male,CFRA Equity Research,"('TWTR', '2018 q2')",0.0
23533,ATVI,2018 q2,5020,0.248102439857856,Mr. Andrew P. Uerkwitz,0.0342077399084004,male,"Oppenheimer & Co., Inc.","('ATVI', '2018 q2')",0.0
23534,EA,2018 q2,5020,0.3809412888265944,Mr. Andrew P. Uerkwitz,0.0786775129552466,male,"Oppenheimer & Co., Inc.","('EA', '2018 q2')",0.0
23535,ATVI,2018 q2,5020,0.248102439857856,Justin Post,0.070341250879227,male,BofA Global Research,"('ATVI', '2018 q2')",0.0
23536,EA,2018 q2,5020,0.3809412888265944,Justin Post,0.1084454598775655,male,BofA Global Research,"('EA', '2018 q2')",0.0
23537,FB,2018 q2,5020,0.3589373352191207,Justin Post,0.0755759127197215,male,BofA Global Research,"('FB', '2018 q2')",0.01948597002774477
23538,GOOGL,2018 q2,5020,0.3605617159676549,Justin Post,0.6284861896095393,male,BofA Global Research,"('GOOGL', '2018 q2')",0.02448461391031742
23539,TTWO,2018 q2,5020,0.3756436165132619,Justin Post,0.1855382877763007,male,BofA Global Research,"('TTWO', '2018 q2')",0.0
23540,TWTR,2018 q2,5020,0.3087244599187304,Justin Post,0.0761642329708071,male,BofA Global Research,"('TWTR', '2018 q2')",0.0
23541,ATVI,2018 q2,5020,0.248102439857856,"Mr. Edward M. Woo, CFA",0.1133607982018704,male,Ascendiant Capital Markets,"('ATVI', '2018 q2')",0.0
23542,EA,2018 q2,5020,0.3809412888265944,"Mr. Edward M. Woo, CFA",0.2860644493593442,male,Ascendiant Capital Markets,"('EA', '2018 q2')",0.0
23543,TTWO,2018 q2,5020,0.3756436165132619,"Mr. Edward M. Woo, CFA",0.2308983058711269,male,Ascendiant Capital Markets,"('TTWO', '2018 q2')",0.0
23544,ATVI,2018 q2,5020,0.248102439857856,Mike Hickey,0.0649502240541094,male,The Benchmark Company LLC,"('ATVI', '2018 q2')",0.0
23545,EA,2018 q2,5020,0.3809412888265944,Mike Hickey,0.2176902079016804,male,The Benchmark Company LLC,"('EA', '2018 q2')",0.0
23546,TTWO,2018 q2,5020,0.3756436165132619,Mike Hickey,0.119802733251951,male,The Benchmark Company LLC,"('TTWO', '2018 q2')",0.0
23547,ATVI,2018 q2,5020,0.248102439857856,Mr. Eric O. Handler,0.1516618381792164,male,MKM Partners,"('ATVI', '2018 q2')",0.0
23548,DISCA,2018 q2,5020,0.3965774240953696,Mr. Eric O. Handler,0.7078993662241547,male,MKM Partners,"('DISCA', '2018 q2')",0.03333333507180214
23549,EA,2018 q2,5020,0.3809412888265944,Mr. Eric O. Handler,0.3084235329182287,male,MKM Partners,"('EA', '2018 q2')",0.0
23550,ATVI,2018 q2,5020,0.248102439857856,"Mr. Brian T. Nowak, CFA",0.1370702055573774,male,Morgan Stanley,"('ATVI', '2018 q2')",0.0
23551,FB,2018 q2,5020,0.3589373352191207,"Mr. Brian T. Nowak, CFA",0.092856217591184,male,Morgan Stanley,"('FB', '2018 q2')",0.0
23552,GOOGL,2018 q2,5020,0.3605617159676549,"Mr. Brian T. Nowak, CFA",0.1629365297134032,male,Morgan Stanley,"('GOOGL', '2018 q2')",0.0
23553,TTWO,2018 q2,5020,0.3756436165132619,"Mr. Brian T. Nowak, CFA",0.1185377986920341,male,Morgan Stanley,"('TTWO', '2018 q2')",0.024984832853078842
23554,TWTR,2018 q2,5020,0.3087244599187304,"Mr. Brian T. Nowak, CFA",0.128241176069952,male,Morgan Stanley,"('TWTR', '2018 q2')",0.0
23555,ATVI,2018 q2,5020,0.248102439857856,Michael H. Pachter,0.0997589167588723,male,Wedbush Securities Inc.,"('ATVI', '2018 q2')",0.0
23556,FB,2018 q2,5020,0.3589373352191207,Michael H. Pachter,0.0972727125626315,male,Wedbush Securities Inc.,"('FB', '2018 q2')",0.012308781035244465
23557,TTWO,2018 q2,5020,0.3756436165132619,Michael H. Pachter,0.1187335545656554,male,Wedbush Securities Inc.,"('TTWO', '2018 q2')",0.0
23558,ATVI,2018 q2,5020,0.248102439857856,"Mr. Neil K. Macker, CFA",0.362586427863593,male,"Morningstar, Inc.","('ATVI', '2018 q2')",0.0
23559,CMCSA,2018 q2,5020,0.4688684282350952,"Mr. Neil K. Macker, CFA",0.7808236903766202,male,"Morningstar, Inc.","('CMCSA', '2018 q2')",0.0
23560,DIS,2018 q2,5020,0.3028819660813396,"Mr. Neil K. Macker, CFA",0.2596637683873655,male,"Morningstar, Inc.","('DIS', '2018 q2')",0.0
23561,DISCA,2018 q2,5020,0.3965774240953696,"Mr. Neil K. Macker, CFA",0.4228995259694166,male,"Morningstar, Inc.","('DISCA', '2018 q2')",0.0
23562,DISH,2018 q2,5020,0.4169546919666218,"Mr. Neil K. Macker, CFA",0.6836285943658634,male,"Morningstar, Inc.","('DISH', '2018 q2')",0.03333333507180214
23563,EA,2018 q2,5020,0.3809412888265944,"Mr. Neil K. Macker, CFA",0.4124260224885271,male,"Morningstar, Inc.","('EA', '2018 q2')",0.0
23564,TTWO,2018 q2,5020,0.3756436165132619,"Mr. Neil K. Macker, CFA",0.3362511631975429,male,"Morningstar, Inc.","('TTWO', '2018 q2')",0.0
23565,CHTR,2018 q2,5020,0.4452770888482988,"Benjamin D. Swinburne, CFA",0.286990745543517,male,Morgan Stanley,"('CHTR', '2018 q2')",0.0
23566,CMCSA,2018 q2,5020,0.4688684282350952,"Benjamin D. Swinburne, CFA",0.1929210414356086,male,Morgan Stanley,"('CMCSA', '2018 q2')",0.0
23567,DISCA,2018 q2,5020,0.3965774240953696,"Benjamin D. Swinburne, CFA",0.1542400244000102,male,Morgan Stanley,"('DISCA', '2018 q2')",0.0
23568,DISH,2018 q2,5020,0.4169546919666218,"Benjamin D. Swinburne, CFA",0.2022037025409086,male,Morgan Stanley,"('DISH', '2018 q2')",0.0
23569,NFLX,2018 q2,5020,0.4329685371304649,"Benjamin D. Swinburne, CFA",0.2050996254012861,male,Morgan Stanley,"('NFLX', '2018 q2')",0.0
23570,VIAC,2018 q2,5020,0.3703417457784325,"Benjamin D. Swinburne, CFA",0.3568891972575859,male,Morgan Stanley,"('VIAC', '2018 q2')",0.0
23571,CHTR,2018 q2,5020,0.4452770888482988,CFRA Research,0.6485655698646938,Not a person,CFRA Equity Research,"('CHTR', '2018 q2')",0.0
23572,DIS,2018 q2,5020,0.3028819660813396,CFRA Research,0.2510569008379514,Not a person,CFRA Equity Research,"('DIS', '2018 q2')",0.0
23573,DISH,2018 q2,5020,0.4169546919666218,CFRA Research,0.4522626002181006,Not a person,CFRA Equity Research,"('DISH', '2018 q2')",0.0
23574,GOOGL,2018 q2,5020,0.3605617159676549,CFRA Research,0.6200421793892218,Not a person,CFRA Equity Research,"('GOOGL', '2018 q2')",0.0
23575,IPG,2018 q2,5020,0.8293579659801893,CFRA Research,0.5786752977133922,Not a person,CFRA Equity Research,"('IPG', '2018 q2')",0.0
23576,LYV,2018 q2,5020,0.653537423720727,CFRA Research,0.6089302830851111,Not a person,CFRA Equity Research,"('LYV', '2018 q2')",0.0
23577,NFLX,2018 q2,5020,0.4329685371304649,CFRA Research,0.5641779085978306,Not a person,CFRA Equity Research,"('NFLX', '2018 q2')",0.0
23578,NWSA,2018 q2,5020,0.5419937598333537,CFRA Research,0.5762079144100819,Not a person,CFRA Equity Research,"('NWSA', '2018 q2')",0.0
23579,OMC,2018 q2,5020,0.8799984551457386,CFRA Research,0.8799984551457386,Not a person,CFRA Equity Research,"('OMC', '2018 q2')",0.0
23580,VIAC,2018 q2,5020,0.3703417457784325,CFRA Research,0.4154770063240651,Not a person,CFRA Equity Research,"('VIAC', '2018 q2')",0.0
23581,CHTR,2018 q2,5020,0.4452770888482988,"Marci L. Ryvicker, CFA",0.3849964564444285,female,"Wells Fargo Securities, LLC","('CHTR', '2018 q2')",0.01886977255344391
23582,DIS,2018 q2,5020,0.3028819660813396,"Marci L. Ryvicker, CFA",0.2325527814718054,female,"Wells Fargo Securities, LLC","('DIS', '2018 q2')",0.0
23583,DISCA,2018 q2,5020,0.3965774240953696,"Marci L. Ryvicker, CFA",0.2581868301381883,female,"Wells Fargo Securities, LLC","('DISCA', '2018 q2')",0.0
23584,DISH,2018 q2,5020,0.4169546919666218,"Marci L. Ryvicker, CFA",0.2194984152282302,female,"Wells Fargo Securities, LLC","('DISH', '2018 q2')",0.012850727885961533
23585,NFLX,2018 q2,5020,0.4329685371304649,"Marci L. Ryvicker, CFA",0.1512005540904235,female,"Wells Fargo Securities, LLC","('NFLX', '2018 q2')",0.012879726942628622
23586,NWSA,2018 q2,5020,0.5419937598333537,"Marci L. Ryvicker, CFA",0.4586220161851599,female,"Wells Fargo Securities, LLC","('NWSA', '2018 q2')",0.01040666364133358
23587,CHTR,2018 q2,5020,0.4452770888482988,Mr. Bryan D. Kraft,0.1886404531592667,male,Deutsche Bank,"('CHTR', '2018 q2')",0.0
23588,DISCA,2018 q2,5020,0.3965774240953696,Mr. Bryan D. Kraft,0.1783245234863312,male,Deutsche Bank,"('DISCA', '2018 q2')",0.0
23589,DISH,2018 q2,5020,0.4169546919666218,Mr. Bryan D. Kraft,0.2761567738725046,male,Deutsche Bank,"('DISH', '2018 q2')",0.014811526983976364
23590,NFLX,2018 q2,5020,0.4329685371304649,Mr. Bryan D. Kraft,0.1706350443034534,male,Deutsche Bank,"('NFLX', '2018 q2')",0.0
23591,VIAC,2018 q2,5020,0.3703417457784325,Mr. Bryan D. Kraft,0.2140295413341589,male,Deutsche Bank,"('VIAC', '2018 q2')",0.0
23592,CHTR,2018 q2,5020,0.4452770888482988,Greg P Miller,0.2260017907471573,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2018 q2')",0.0
23593,CMCSA,2018 q2,5020,0.4688684282350952,Greg P Miller,0.177837231650534,male,SunTrust Robinson Humphrey Capital Markets,"('CMCSA', '2018 q2')",0.0
23594,DISH,2018 q2,5020,0.4169546919666218,Greg P Miller,0.2192090163387466,male,SunTrust Robinson Humphrey Capital Markets,"('DISH', '2018 q2')",0.0
23595,CHTR,2018 q2,5020,0.4452770888482988,Mr. Scott Goldman,0.430080022943155,male,Jefferies,"('CHTR', '2018 q2')",0.0
23596,CMCSA,2018 q2,5020,0.4688684282350952,Mr. Scott Goldman,0.3166976160777955,male,Jefferies,"('CMCSA', '2018 q2')",0.0
23597,CHTR,2018 q2,5020,0.4452770888482988,"Mr. Michael Morris, CFA",0.3078125887755735,male,Guggenheim Securities LLC,"('CHTR', '2018 q2')",0.0
23598,CMCSA,2018 q2,5020,0.4688684282350952,"Mr. Michael Morris, CFA",0.3065182996290398,male,Guggenheim Securities LLC,"('CMCSA', '2018 q2')",0.0
23599,DISH,2018 q2,5020,0.4169546919666218,"Mr. Michael Morris, CFA",0.1495752093607749,male,Guggenheim Securities LLC,"('DISH', '2018 q2')",0.0
23600,CHTR,2018 q2,5020,0.4452770888482988,Ms. Jessica J. Reif Ehrlich,0.2857493741395113,female,BofA Global Research,"('CHTR', '2018 q2')",0.0
23601,DISCA,2018 q2,5020,0.3965774240953696,Ms. Jessica J. Reif Ehrlich,0.2980104002319343,female,BofA Global Research,"('DISCA', '2018 q2')",0.0
23602,DISH,2018 q2,5020,0.4169546919666218,Ms. Jessica J. Reif Ehrlich,0.1910227557721949,female,BofA Global Research,"('DISH', '2018 q2')",0.005257714074105024
23603,VIAC,2018 q2,5020,0.3703417457784325,Ms. Jessica J. Reif Ehrlich,0.167854178713093,female,BofA Global Research,"('VIAC', '2018 q2')",0.0
23604,CHTR,2018 q2,5020,0.4452770888482988,Jonathan Atkin,0.1728483084209565,male,RBC Capital Markets,"('CHTR', '2018 q2')",0.0
23605,CMCSA,2018 q2,5020,0.4688684282350952,Jonathan Atkin,0.1851404979463555,male,RBC Capital Markets,"('CMCSA', '2018 q2')",0.0
23606,DISH,2018 q2,5020,0.4169546919666218,Jonathan Atkin,0.1282308606161216,male,RBC Capital Markets,"('DISH', '2018 q2')",0.0
23607,CMCSA,2018 q2,5020,0.4688684282350952,"Jeff C. Fan, CFA",0.3251499274548061,male,Scotiabank GBM,"('CMCSA', '2018 q2')",0.014488942921161652
23608,CMCSA,2018 q2,5020,0.4688684282350952,Mr. Jeff D. Wlodarczak,0.2101076688019068,male,Pivotal Research Group,"('CMCSA', '2018 q2')",0.003753574254612128
23609,DISH,2018 q2,5020,0.4169546919666218,Mr. Jeff D. Wlodarczak,0.2001504900522446,male,Pivotal Research Group,"('DISH', '2018 q2')",0.0
23610,NFLX,2018 q2,5020,0.4329685371304649,Mr. Jeff D. Wlodarczak,0.2049226379178673,male,Pivotal Research Group,"('NFLX', '2018 q2')",0.01696819346398115
23611,CMCSA,2018 q2,5020,0.4688684282350952,Mr. Matthew Walker,0.596739085821216,male,Credit Suisse,"('CMCSA', '2018 q2')",0.0
23612,DIS,2018 q2,5020,0.3028819660813396,S&P pool,0.2480682859633733,Not a person,CFRA Equity Research,"('DIS', '2018 q2')",0.0
23613,DISH,2018 q2,5020,0.4169546919666218,S&P pool,0.4443050820724743,Not a person,CFRA Equity Research,"('DISH', '2018 q2')",0.0
23614,IPG,2018 q2,5020,0.8293579659801893,S&P pool,0.5757977380100316,Not a person,CFRA Equity Research,"('IPG', '2018 q2')",0.0
23615,NFLX,2018 q2,5020,0.4329685371304649,S&P pool,0.5727239975268784,Not a person,CFRA Equity Research,"('NFLX', '2018 q2')",0.0
23616,DIS,2018 q2,5020,0.3028819660813396,Mr. Steven Cahall,0.2451743155284325,male,RBC Capital Markets,"('DIS', '2018 q2')",0.0
23617,DISCA,2018 q2,5020,0.3965774240953696,Mr. Steven Cahall,0.1196417318434155,male,RBC Capital Markets,"('DISCA', '2018 q2')",0.0
23618,VIAC,2018 q2,5020,0.3703417457784325,Mr. Steven Cahall,0.1125496874577648,male,RBC Capital Markets,"('VIAC', '2018 q2')",0.008333333767950535
23619,DIS,2018 q2,5020,0.3028819660813396,"Mr. Brian W. Wieser, CFA",0.1747742255056869,male,Pivotal Research Group,"('DIS', '2018 q2')",0.05956188589334488
23620,DISCA,2018 q2,5020,0.3965774240953696,"Mr. Brian W. Wieser, CFA",0.2264472102611403,male,Pivotal Research Group,"('DISCA', '2018 q2')",0.06935655325651169
23621,FB,2018 q2,5020,0.3589373352191207,Mr. Stephen Turner,0.05879597192563,male,Hilliard Lyons,"('FB', '2018 q2')",0.016338929533958435
23622,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Stephen Turner,0.0672903074597435,male,Hilliard Lyons,"('GOOGL', '2018 q2')",0.02362651750445366
23623,FB,2018 q2,5020,0.3589373352191207,Lloyd Walmsley,0.0834926243953542,male,Deutsche Bank,"('FB', '2018 q2')",0.0027661663480103016
23624,GOOGL,2018 q2,5020,0.3605617159676549,Lloyd Walmsley,0.113864219930979,male,Deutsche Bank,"('GOOGL', '2018 q2')",0.0100537845864892
23625,TWTR,2018 q2,5020,0.3087244599187304,Lloyd Walmsley,0.0944006876527982,male,Deutsche Bank,"('TWTR', '2018 q2')",0.0
23626,FB,2018 q2,5020,0.3589373352191207,"Mr. Michael Graham, CFA",0.1756041087481602,male,Canaccord Genuity,"('FB', '2018 q2')",0.041968490928411484
23627,NFLX,2018 q2,5020,0.4329685371304649,"Mr. Michael Graham, CFA",0.2648116601169161,male,Canaccord Genuity,"('NFLX', '2018 q2')",0.018230581656098366
23628,FB,2018 q2,5020,0.3589373352191207,"Shebly Seyrafi, CFA",0.7306804390135757,male,FBN Securities,"('FB', '2018 q2')",0.03333333507180214
23629,NFLX,2018 q2,5020,0.4329685371304649,"Shebly Seyrafi, CFA",0.3860220857533893,male,FBN Securities,"('NFLX', '2018 q2')",0.0
23630,FB,2018 q2,5020,0.3589373352191207,William Kerr,0.0411825919651611,male,Cowen and Company,"('FB', '2018 q2')",0.0
23631,GOOGL,2018 q2,5020,0.3605617159676549,William Kerr,0.0472462974852733,male,Cowen and Company,"('GOOGL', '2018 q2')",0.0
23632,NFLX,2018 q2,5020,0.4329685371304649,William Kerr,0.0885245514336168,male,Cowen and Company,"('NFLX', '2018 q2')",0.0
23633,TWTR,2018 q2,5020,0.3087244599187304,William Kerr,0.0667133886291241,male,Cowen and Company,"('TWTR', '2018 q2')",0.0
23634,FB,2018 q2,5020,0.3589373352191207,John Belton,0.2681049596559692,male,EVERCORE ISI,"('FB', '2018 q2')",0.0
23635,GOOGL,2018 q2,5020,0.3605617159676549,John Belton,0.1259815632778889,male,EVERCORE ISI,"('GOOGL', '2018 q2')",0.0
23636,TWTR,2018 q2,5020,0.3087244599187304,John Belton,0.2011906990355859,male,EVERCORE ISI,"('TWTR', '2018 q2')",0.0
23637,FB,2018 q2,5020,0.3589373352191207,Mr. Ali Mogharabi,0.2124243047883912,male,"Morningstar, Inc.","('FB', '2018 q2')",0.0
23638,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Ali Mogharabi,0.2841480465830552,male,"Morningstar, Inc.","('GOOGL', '2018 q2')",0.0
23639,IPG,2018 q2,5020,0.8293579659801893,Mr. Ali Mogharabi,0.846610221944543,male,"Morningstar, Inc.","('IPG', '2018 q2')",0.0
23640,OMC,2018 q2,5020,0.8799984551457386,Mr. Ali Mogharabi,0.8799984551457386,male,"Morningstar, Inc.","('OMC', '2018 q2')",0.0
23641,TWTR,2018 q2,5020,0.3087244599187304,Mr. Ali Mogharabi,0.374311524268777,male,"Morningstar, Inc.","('TWTR', '2018 q2')",0.0
23642,FB,2018 q2,5020,0.3589373352191207,"Mr. Shyam Patil, CFA",0.4306768695598431,male,Susquehanna Financial Group LLLP,"('FB', '2018 q2')",0.0
23643,GOOGL,2018 q2,5020,0.3605617159676549,"Mr. Shyam Patil, CFA",0.1705856204932639,male,Susquehanna Financial Group LLLP,"('GOOGL', '2018 q2')",0.0
23644,TWTR,2018 q2,5020,0.3087244599187304,"Mr. Shyam Patil, CFA",0.4343301598889859,male,Susquehanna Financial Group LLLP,"('TWTR', '2018 q2')",0.0
23645,FB,2018 q2,5020,0.3589373352191207,Mr. Robert Sanderson,0.1100469902212258,male,MKM Partners,"('FB', '2018 q2')",0.0
23646,NFLX,2018 q2,5020,0.4329685371304649,Mr. Robert Sanderson,0.250865825251869,male,MKM Partners,"('NFLX', '2018 q2')",0.0
23647,TWTR,2018 q2,5020,0.3087244599187304,Mr. Robert Sanderson,0.121220469997005,male,MKM Partners,"('TWTR', '2018 q2')",0.021988486871123314
23648,FB,2018 q2,5020,0.3589373352191207,Mr. Jonathan Kees,0.2004935256704844,male,Summit Insights Group,"('FB', '2018 q2')",0.0
23649,FB,2018 q2,5020,0.3589373352191207,Mr. Mark S. Mahaney,0.0872307903141779,male,RBC Capital Markets,"('FB', '2018 q2')",0.0
23650,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Mark S. Mahaney,0.0767164582276357,male,RBC Capital Markets,"('GOOGL', '2018 q2')",0.0
23651,NFLX,2018 q2,5020,0.4329685371304649,Mr. Mark S. Mahaney,0.1557717171176339,male,RBC Capital Markets,"('NFLX', '2018 q2')",0.0
23652,TWTR,2018 q2,5020,0.3087244599187304,Mr. Mark S. Mahaney,0.0393022003813338,male,RBC Capital Markets,"('TWTR', '2018 q2')",0.0
23653,FB,2018 q2,5020,0.3589373352191207,Mr. Youssef H. Squali,0.0813607008945343,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2018 q2')",0.03991753235459328
23654,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Youssef H. Squali,0.0908202558865917,male,SunTrust Robinson Humphrey Capital Markets,"('GOOGL', '2018 q2')",0.0
23655,TWTR,2018 q2,5020,0.3087244599187304,Mr. Youssef H. Squali,0.0876252313446854,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2018 q2')",0.0
23656,FB,2018 q2,5020,0.3589373352191207,Mita Mehta,0.5237528504016292,female,Crispidea,"('FB', '2018 q2')",0.12073841691017151
23657,NFLX,2018 q2,5020,0.4329685371304649,Mita Mehta,0.7597835580445585,female,Crispidea,"('NFLX', '2018 q2')",0.16191492229700089
23658,FB,2018 q2,5020,0.3589373352191207,Ms. Shubhadha Mathad,0.3954744251226147,female,Crispidea,"('FB', '2018 q2')",0.0
23659,GOOGL,2018 q2,5020,0.3605617159676549,Ms. Shubhadha Mathad,0.3504350710922593,female,Crispidea,"('GOOGL', '2018 q2')",0.0
23660,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Samuel Kemp,0.2373579934538742,male,Piper Sandler Companies,"('GOOGL', '2018 q2')",0.0
23661,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Jason S. Helfstein,0.0543523138629558,male,"Oppenheimer & Co., Inc.","('GOOGL', '2018 q2')",0.0
23662,NFLX,2018 q2,5020,0.4329685371304649,Mr. Jason S. Helfstein,0.1333061353387671,male,"Oppenheimer & Co., Inc.","('NFLX', '2018 q2')",0.0
23663,GOOGL,2018 q2,5020,0.3605617159676549,Mr. Ross Sandler,0.1363512592402887,male,Barclays,"('GOOGL', '2018 q2')",0.0
23664,TWTR,2018 q2,5020,0.3087244599187304,Mr. Ross Sandler,0.4573471738153828,male,Barclays,"('TWTR', '2018 q2')",0.0
23665,GOOGL,2018 q2,5020,0.3605617159676549,"Mr. Ronald V. Josey, III",0.0509243671615685,male,JMP Securities,"('GOOGL', '2018 q2')",0.0
23666,IPG,2018 q2,5020,0.8293579659801893,"Ms. Jaime S. Morris, CFA, CPA",0.8675267238207304,female,Jefferies,"('IPG', '2018 q2')",0.0
23667,NFLX,2018 q2,5020,0.4329685371304649,"Ms. Jaime S. Morris, CFA, CPA",0.1360947628686205,female,Jefferies,"('NFLX', '2018 q2')",0.0
23668,NWSA,2018 q2,5020,0.5419937598333537,"Ms. Jaime S. Morris, CFA, CPA",0.5433358212463147,female,Jefferies,"('NWSA', '2018 q2')",0.0
23669,IPG,2018 q2,5020,0.8293579659801893,SADIF Research,0.9884586715004976,Not a person,Sadif Analytics Prime,"('IPG', '2018 q2')",0.9131311178207397
23670,LYV,2018 q2,5020,0.653537423720727,SADIF Research,0.9279336271390228,Not a person,Sadif Analytics Prime,"('LYV', '2018 q2')",0.943373441696167
23671,LYV,2018 q2,5020,0.653537423720727,Mr. Ryan Sundby,0.3913391883492503,male,William Blair & Company,"('LYV', '2018 q2')",0.0
23672,LYV,2018 q2,5020,0.653537423720727,Mr. John Healy,0.3733459127220953,male,Northcoast Research,"('LYV', '2018 q2')",0.01790157115707795
23673,LYV,2018 q2,5020,0.653537423720727,Mr. Kyle W. Evans,0.5847580335397516,male,Stephens Inc.,"('LYV', '2018 q2')",0.05918240547180176
23674,NFLX,2018 q2,5020,0.4329685371304649,Mr. Jeffrey B. Logsdon,0.2367078411683041,male,"JBL Advisors, LLC","('NFLX', '2018 q2')",0.0273242499679327
23675,VIAC,2018 q2,5020,0.3703417457784325,Mr. Jeffrey B. Logsdon,0.1570836075835961,male,"JBL Advisors, LLC","('VIAC', '2018 q2')",0.06918403506278992
23676,NFLX,2018 q2,5020,0.4329685371304649,Mr. Ravindra kulkarni,0.5041852324765829,male,Crispidea,"('NFLX', '2018 q2')",0.0
23677,NFLX,2018 q2,5020,0.4329685371304649,Hr. Jonathan Schroer,0.2749361564400611,male,UniCredit Research,"('NFLX', '2018 q2')",0.0
23678,NFLX,2018 q2,5020,0.4329685371304649,Mr. Nat H. Schindler,0.2506526343046249,male,BofA Global Research,"('NFLX', '2018 q2')",0.0
23679,NFLX,2018 q2,5020,0.4329685371304649,Mr. Steven B. Frankel,0.2225487020798647,male,Colliers Securities,"('NFLX', '2018 q2')",0.0
23680,NFLX,2018 q2,5020,0.4329685371304649,Kannan Venkateshwar,0.1573009672194911,male,Barclays,"('NFLX', '2018 q2')",0.0
23681,NWSA,2018 q2,5020,0.5419937598333537,Entcho Raykovski,0.3858537081042429,male,Deutsche Bank,"('NWSA', '2018 q2')",0.06412376277148724
23682,TTWO,2018 q2,5020,0.3756436165132619,Gerrick L. Johnson,0.0973987038924617,male,BMO Capital Markets,"('TTWO', '2018 q2')",0.0070178615860641
23683,TTWO,2018 q2,5020,0.3756436165132619,Mr. Chaim Siegel,0.4479798329267744,male,Elazar Advisors,"('TTWO', '2018 q2')",0.09403619170188904
23684,TWTR,2018 q2,5020,0.3087244599187304,Doug Anmuth,0.0842363643476551,male,JPMorgan,"('TWTR', '2018 q2')",0.0
23685,TWTR,2018 q2,5020,0.3087244599187304,Mr. Brent J. Thill,0.0536313360389379,male,Jefferies,"('TWTR', '2018 q2')",0.0
23686,TWTR,2018 q2,5020,0.3087244599187304,Mr. Eric J. Sheridan,0.1569164653088545,male,UBS Equities,"('TWTR', '2018 q2')",0.01666666753590107
23687,TWTR,2018 q2,5020,0.3087244599187304,Daniel Salmon,0.0866111365422146,male,BMO Capital Markets,"('TWTR', '2018 q2')",0.0
23688,VIAC,2018 q2,5020,0.3703417457784325,"Mr. Daniel L. Kurnos, CFA",0.1435682644425197,male,The Benchmark Company LLC,"('VIAC', '2018 q2')",0.0
23689,VIAC,2018 q2,5020,0.3703417457784325,"Mr. James C. Goss, CFA",0.6495456277955365,male,Barrington Research Associates,"('VIAC', '2018 q2')",0.0
23690,ATVI,2018 q3,5020,0.3160568710826233,Michael J. Olson,0.0492343106583787,male,Piper Sandler Companies,"('ATVI', '2018 q3')",0.0
23691,FB,2018 q3,5020,0.2803438838653529,Michael J. Olson,0.1383616792230481,male,Piper Sandler Companies,"('FB', '2018 q3')",0.0
23692,GOOGL,2018 q3,5020,0.3478033365023228,Michael J. Olson,0.1147103345848308,male,Piper Sandler Companies,"('GOOGL', '2018 q3')",0.0
23693,ATVI,2018 q3,5020,0.3160568710826233,Mr. Scott H. Kessler,0.529292878516973,male,CFRA Equity Research,"('ATVI', '2018 q3')",0.0
23694,EA,2018 q3,5020,0.3486446301879402,Mr. Scott H. Kessler,0.5120446544463416,male,CFRA Equity Research,"('EA', '2018 q3')",0.0
23695,FB,2018 q3,5020,0.2803438838653529,Mr. Scott H. Kessler,0.4492480227858577,male,CFRA Equity Research,"('FB', '2018 q3')",0.0
23696,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Scott H. Kessler,0.6335268279839125,male,CFRA Equity Research,"('GOOGL', '2018 q3')",0.0
23697,TTWO,2018 q3,5020,0.3219658619910855,Mr. Scott H. Kessler,0.4740596611265655,male,CFRA Equity Research,"('TTWO', '2018 q3')",0.0
23698,TWTR,2018 q3,5020,0.397521171284531,Mr. Scott H. Kessler,0.6249953815860886,male,CFRA Equity Research,"('TWTR', '2018 q3')",0.009186629578471184
23699,ATVI,2018 q3,5020,0.3160568710826233,"Mr. Edward M. Woo, CFA",0.1002150551846177,male,Ascendiant Capital Markets,"('ATVI', '2018 q3')",0.0
23700,EA,2018 q3,5020,0.3486446301879402,"Mr. Edward M. Woo, CFA",0.3587602044966886,male,Ascendiant Capital Markets,"('EA', '2018 q3')",0.0
23701,TTWO,2018 q3,5020,0.3219658619910855,"Mr. Edward M. Woo, CFA",0.2704141243725398,male,Ascendiant Capital Markets,"('TTWO', '2018 q3')",0.0
23702,ATVI,2018 q3,5020,0.3160568710826233,Mr. Stephen D. Ju,0.3038555860985222,male,Credit Suisse,"('ATVI', '2018 q3')",0.0
23703,FB,2018 q3,5020,0.2803438838653529,Mr. Stephen D. Ju,0.1517278549243479,male,Credit Suisse,"('FB', '2018 q3')",0.0
23704,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Stephen D. Ju,0.2159243599351241,male,Credit Suisse,"('GOOGL', '2018 q3')",0.0
23705,TTWO,2018 q3,5020,0.3219658619910855,Mr. Stephen D. Ju,0.5412051721508185,male,Credit Suisse,"('TTWO', '2018 q3')",0.0
23706,ATVI,2018 q3,5020,0.3160568710826233,Mr. Eric O. Handler,0.0745992016086797,male,MKM Partners,"('ATVI', '2018 q3')",0.0
23707,DISCA,2018 q3,5020,0.3994381928866432,Mr. Eric O. Handler,0.2187872387463748,male,MKM Partners,"('DISCA', '2018 q3')",0.08607762306928635
23708,EA,2018 q3,5020,0.3486446301879402,Mr. Eric O. Handler,0.1564938126840841,male,MKM Partners,"('EA', '2018 q3')",0.0
23709,TTWO,2018 q3,5020,0.3219658619910855,Mr. Eric O. Handler,0.2099457831039474,male,MKM Partners,"('TTWO', '2018 q3')",0.0
23710,ATVI,2018 q3,5020,0.3160568710826233,"Mr. Brian T. Nowak, CFA",0.105550530364636,male,Morgan Stanley,"('ATVI', '2018 q3')",0.0
23711,GOOGL,2018 q3,5020,0.3478033365023228,"Mr. Brian T. Nowak, CFA",0.1781581475429455,male,Morgan Stanley,"('GOOGL', '2018 q3')",0.0
23712,TWTR,2018 q3,5020,0.397521171284531,"Mr. Brian T. Nowak, CFA",0.342002704496351,male,Morgan Stanley,"('TWTR', '2018 q3')",0.0
23713,ATVI,2018 q3,5020,0.3160568710826233,Mr. Ryan Gee,0.1598241855491511,male,Barclays,"('ATVI', '2018 q3')",0.0
23714,EA,2018 q3,5020,0.3486446301879402,Mr. Ryan Gee,0.1218091738756103,male,Barclays,"('EA', '2018 q3')",0.0
23715,TTWO,2018 q3,5020,0.3219658619910855,Mr. Ryan Gee,0.1274359664499407,male,Barclays,"('TTWO', '2018 q3')",0.0
23716,ATVI,2018 q3,5020,0.3160568710826233,Justin Post,0.0783073802547964,male,BofA Global Research,"('ATVI', '2018 q3')",0.0
23717,FB,2018 q3,5020,0.2803438838653529,Justin Post,0.0411461891524575,male,BofA Global Research,"('FB', '2018 q3')",0.0
23718,GOOGL,2018 q3,5020,0.3478033365023228,Justin Post,0.059971419842586,male,BofA Global Research,"('GOOGL', '2018 q3')",0.013607428409159184
23719,TTWO,2018 q3,5020,0.3219658619910855,Justin Post,0.1198599570979452,male,BofA Global Research,"('TTWO', '2018 q3')",0.0
23720,TWTR,2018 q3,5020,0.397521171284531,Justin Post,0.124397893009085,male,BofA Global Research,"('TWTR', '2018 q3')",0.0
23721,ATVI,2018 q3,5020,0.3160568710826233,Michael H. Pachter,0.06140288385713,male,Wedbush Securities Inc.,"('ATVI', '2018 q3')",0.0
23722,FB,2018 q3,5020,0.2803438838653529,Michael H. Pachter,0.0852021739449618,male,Wedbush Securities Inc.,"('FB', '2018 q3')",0.0
23723,TTWO,2018 q3,5020,0.3219658619910855,Michael H. Pachter,0.0969598452792946,male,Wedbush Securities Inc.,"('TTWO', '2018 q3')",0.0
23724,TWTR,2018 q3,5020,0.397521171284531,Michael H. Pachter,0.1971286633658561,male,Wedbush Securities Inc.,"('TWTR', '2018 q3')",0.021324843168258667
23725,ATVI,2018 q3,5020,0.3160568710826233,SADIF Research,0.984511042177606,Not a person,Sadif Analytics Prime,"('ATVI', '2018 q3')",0.9547692537307739
23726,CMCSA,2018 q3,5020,0.4704860275937373,SADIF Research,0.974924189965485,Not a person,Sadif Analytics Prime,"('CMCSA', '2018 q3')",0.9479376673698425
23727,DISH,2018 q3,5020,0.5371834871200056,SADIF Research,0.9492301615010404,Not a person,Sadif Analytics Prime,"('DISH', '2018 q3')",0.9341839551925659
23728,IPG,2018 q3,5020,0.8577220318861587,SADIF Research,0.9876844261670512,Not a person,Sadif Analytics Prime,"('IPG', '2018 q3')",0.9135781824588776
23729,ATVI,2018 q3,5020,0.3160568710826233,"Mr. Doug Creutz, CFA",0.1008040469200315,male,Cowen and Company,"('ATVI', '2018 q3')",0.0
23730,DIS,2018 q3,5020,0.4604276138755266,"Mr. Doug Creutz, CFA",0.1365179571054773,male,Cowen and Company,"('DIS', '2018 q3')",0.0074964407831430435
23731,DISCA,2018 q3,5020,0.3994381928866432,"Mr. Doug Creutz, CFA",0.1385373536293505,male,Cowen and Company,"('DISCA', '2018 q3')",0.0
23732,EA,2018 q3,5020,0.3486446301879402,"Mr. Doug Creutz, CFA",0.0959539910041843,male,Cowen and Company,"('EA', '2018 q3')",0.0
23733,TTWO,2018 q3,5020,0.3219658619910855,"Mr. Doug Creutz, CFA",0.1355210889981772,male,Cowen and Company,"('TTWO', '2018 q3')",0.0
23734,VIAC,2018 q3,5020,0.3863707385000824,"Mr. Doug Creutz, CFA",0.1454760780758986,male,Cowen and Company,"('VIAC', '2018 q3')",0.01468702188382546
23735,ATVI,2018 q3,5020,0.3160568710826233,"Mr. Matthew C. Thornton, CFA",0.0554631552566445,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2018 q3')",0.0
23736,EA,2018 q3,5020,0.3486446301879402,"Mr. Matthew C. Thornton, CFA",0.1428396282115243,male,SunTrust Robinson Humphrey Capital Markets,"('EA', '2018 q3')",0.0
23737,NFLX,2018 q3,5020,0.446832293257012,"Mr. Matthew C. Thornton, CFA",0.1355680999840492,male,SunTrust Robinson Humphrey Capital Markets,"('NFLX', '2018 q3')",0.0
23738,ATVI,2018 q3,5020,0.3160568710826233,Mike Hickey,0.0843445258272743,male,The Benchmark Company LLC,"('ATVI', '2018 q3')",0.0
23739,EA,2018 q3,5020,0.3486446301879402,Mike Hickey,0.1260995172168137,male,The Benchmark Company LLC,"('EA', '2018 q3')",0.0
23740,TTWO,2018 q3,5020,0.3219658619910855,Mike Hickey,0.123693800733128,male,The Benchmark Company LLC,"('TTWO', '2018 q3')",0.0
23741,ATVI,2018 q3,5020,0.3160568710826233,Timothy O'Shea,0.0713553758919066,male,Jefferies,"('ATVI', '2018 q3')",0.0
23742,EA,2018 q3,5020,0.3486446301879402,Timothy O'Shea,0.1040767632289377,male,Jefferies,"('EA', '2018 q3')",0.0
23743,TTWO,2018 q3,5020,0.3219658619910855,Timothy O'Shea,0.2017900607769013,male,Jefferies,"('TTWO', '2018 q3')",0.0
23744,CHTR,2018 q3,5020,0.6024498998913982,Ms. Jessica J. Reif Ehrlich,0.4448647412439737,female,BofA Global Research,"('CHTR', '2018 q3')",0.01666666753590107
23745,DIS,2018 q3,5020,0.4604276138755266,Ms. Jessica J. Reif Ehrlich,0.2245258894917492,female,BofA Global Research,"('DIS', '2018 q3')",0.011714586056768894
23746,DISCA,2018 q3,5020,0.3994381928866432,Ms. Jessica J. Reif Ehrlich,0.1767582877611074,female,BofA Global Research,"('DISCA', '2018 q3')",0.0
23747,DISH,2018 q3,5020,0.5371834871200056,Ms. Jessica J. Reif Ehrlich,0.2733367145912255,female,BofA Global Research,"('DISH', '2018 q3')",0.0
23748,CHTR,2018 q3,5020,0.6024498998913982,"Tuna N. Amobi, CFA",0.6557903682027981,male,CFRA Equity Research,"('CHTR', '2018 q3')",0.0
23749,DIS,2018 q3,5020,0.4604276138755266,"Tuna N. Amobi, CFA",0.3572575262990349,male,CFRA Equity Research,"('DIS', '2018 q3')",0.0
23750,DISH,2018 q3,5020,0.5371834871200056,"Tuna N. Amobi, CFA",0.5460625834958874,male,CFRA Equity Research,"('DISH', '2018 q3')",0.0
23751,IPG,2018 q3,5020,0.8577220318861587,"Tuna N. Amobi, CFA",0.8552851351169161,male,CFRA Equity Research,"('IPG', '2018 q3')",0.0
23752,LYV,2018 q3,5020,0.4471473357643377,"Tuna N. Amobi, CFA",0.5140699371873793,male,CFRA Equity Research,"('LYV', '2018 q3')",0.0
23753,NFLX,2018 q3,5020,0.446832293257012,"Tuna N. Amobi, CFA",0.5311930805373551,male,CFRA Equity Research,"('NFLX', '2018 q3')",0.0
23754,NWSA,2018 q3,5020,0.6715085761410593,"Tuna N. Amobi, CFA",0.653457639625766,male,CFRA Equity Research,"('NWSA', '2018 q3')",0.0
23755,OMC,2018 q3,5020,0.8174247516447777,"Tuna N. Amobi, CFA",0.6062843897604965,male,CFRA Equity Research,"('OMC', '2018 q3')",0.0
23756,VIAC,2018 q3,5020,0.3863707385000824,"Tuna N. Amobi, CFA",0.3602436094193286,male,CFRA Equity Research,"('VIAC', '2018 q3')",0.0
23757,CHTR,2018 q3,5020,0.6024498998913982,Greg P Miller,0.7011609245817477,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2018 q3')",0.03333333507180214
23758,CMCSA,2018 q3,5020,0.4704860275937373,Greg P Miller,0.1997668774171959,male,SunTrust Robinson Humphrey Capital Markets,"('CMCSA', '2018 q3')",0.0
23759,CHTR,2018 q3,5020,0.6024498998913982,Mr. Douglas D. Mitchelson,0.4565240196379229,male,Credit Suisse,"('CHTR', '2018 q3')",0.0
23760,CMCSA,2018 q3,5020,0.4704860275937373,Mr. Douglas D. Mitchelson,0.2475581469482765,male,Credit Suisse,"('CMCSA', '2018 q3')",0.0
23761,DIS,2018 q3,5020,0.4604276138755266,Mr. Douglas D. Mitchelson,0.2311988521088535,male,Credit Suisse,"('DIS', '2018 q3')",0.014928510412573814
23762,DISH,2018 q3,5020,0.5371834871200056,Mr. Douglas D. Mitchelson,0.2464597723528402,male,Credit Suisse,"('DISH', '2018 q3')",0.0
23763,NFLX,2018 q3,5020,0.446832293257012,Mr. Douglas D. Mitchelson,0.3131565922830701,male,Credit Suisse,"('NFLX', '2018 q3')",0.0
23764,VIAC,2018 q3,5020,0.3863707385000824,Mr. Douglas D. Mitchelson,0.1758300299135001,male,Credit Suisse,"('VIAC', '2018 q3')",0.0
23765,CHTR,2018 q3,5020,0.6024498998913982,Jonathan Atkin,0.383917749526148,male,RBC Capital Markets,"('CHTR', '2018 q3')",0.0
23766,DISH,2018 q3,5020,0.5371834871200056,Jonathan Atkin,0.190427407450898,male,RBC Capital Markets,"('DISH', '2018 q3')",0.0
23767,CMCSA,2018 q3,5020,0.4704860275937373,Mr. Matthew Walker,0.2529156105255727,male,Credit Suisse,"('CMCSA', '2018 q3')",0.007742981426417828
23768,CMCSA,2018 q3,5020,0.4704860275937373,Mr. Steven Cahall,0.2572798661834515,male,RBC Capital Markets,"('CMCSA', '2018 q3')",0.0
23769,DIS,2018 q3,5020,0.4604276138755266,Mr. Steven Cahall,0.1591562178080847,male,RBC Capital Markets,"('DIS', '2018 q3')",0.0
23770,DISCA,2018 q3,5020,0.3994381928866432,Mr. Steven Cahall,0.70295357656475,male,RBC Capital Markets,"('DISCA', '2018 q3')",0.03333333507180214
23771,IPG,2018 q3,5020,0.8577220318861587,Mr. Steven Cahall,0.7238588065385217,male,RBC Capital Markets,"('IPG', '2018 q3')",0.0
23772,OMC,2018 q3,5020,0.8174247516447777,Mr. Steven Cahall,0.8250666618993941,male,RBC Capital Markets,"('OMC', '2018 q3')",0.0
23773,VIAC,2018 q3,5020,0.3863707385000824,Mr. Steven Cahall,0.1322000186803858,male,RBC Capital Markets,"('VIAC', '2018 q3')",0.0
23774,CMCSA,2018 q3,5020,0.4704860275937373,"Jeff C. Fan, CFA",0.2148643012154079,male,Scotiabank GBM,"('CMCSA', '2018 q3')",0.0
23775,CMCSA,2018 q3,5020,0.4704860275937373,Mr. Jeff D. Wlodarczak,0.1570286002284681,male,Pivotal Research Group,"('CMCSA', '2018 q3')",0.0
23776,DISH,2018 q3,5020,0.5371834871200056,Mr. Jeff D. Wlodarczak,0.2526981336996533,male,Pivotal Research Group,"('DISH', '2018 q3')",0.0
23777,NFLX,2018 q3,5020,0.446832293257012,Mr. Jeff D. Wlodarczak,0.1933191771345789,male,Pivotal Research Group,"('NFLX', '2018 q3')",0.012416635639965534
23778,CMCSA,2018 q3,5020,0.4704860275937373,"Mr. Neil K. Macker, CFA",0.4251285368983735,male,"Morningstar, Inc.","('CMCSA', '2018 q3')",0.0
23779,DIS,2018 q3,5020,0.4604276138755266,"Mr. Neil K. Macker, CFA",0.538861540303873,male,"Morningstar, Inc.","('DIS', '2018 q3')",0.00439627468585968
23780,DISCA,2018 q3,5020,0.3994381928866432,"Mr. Neil K. Macker, CFA",0.3507354086263364,male,"Morningstar, Inc.","('DISCA', '2018 q3')",0.0
23781,DISH,2018 q3,5020,0.5371834871200056,"Mr. Neil K. Macker, CFA",0.682113185242055,male,"Morningstar, Inc.","('DISH', '2018 q3')",0.03333333507180214
23782,EA,2018 q3,5020,0.3486446301879402,"Mr. Neil K. Macker, CFA",0.6955116064566073,male,"Morningstar, Inc.","('EA', '2018 q3')",0.0
23783,NFLX,2018 q3,5020,0.446832293257012,"Mr. Neil K. Macker, CFA",0.4325953567588338,male,"Morningstar, Inc.","('NFLX', '2018 q3')",0.0
23784,VIAC,2018 q3,5020,0.3863707385000824,"Mr. Neil K. Macker, CFA",0.2700467658173545,male,"Morningstar, Inc.","('VIAC', '2018 q3')",0.0
23785,CMCSA,2018 q3,5020,0.4704860275937373,Julie Bhusal Sharma,0.2841031003684245,female,"Morningstar, Inc.","('CMCSA', '2018 q3')",0.0
23786,CMCSA,2018 q3,5020,0.4704860275937373,Marah Formanek,0.3451205027785345,female,Jefferies,"('CMCSA', '2018 q3')",0.005106460303068161
23787,DIS,2018 q3,5020,0.4604276138755266,Mr. David W. Miller,0.1132701472998967,male,"Imperial Capital, LLC","('DIS', '2018 q3')",0.005555555845300357
23788,DISCA,2018 q3,5020,0.3994381928866432,Mr. David W. Miller,0.20948008604925,male,"Imperial Capital, LLC","('DISCA', '2018 q3')",0.0
23789,NFLX,2018 q3,5020,0.446832293257012,Mr. David W. Miller,0.1743271360439729,male,"Imperial Capital, LLC","('NFLX', '2018 q3')",0.0
23790,VIAC,2018 q3,5020,0.3863707385000824,Mr. David W. Miller,0.1049559503695248,male,"Imperial Capital, LLC","('VIAC', '2018 q3')",0.00269664004445076
23791,DIS,2018 q3,5020,0.4604276138755266,"Mr. Brian W. Wieser, CFA",0.1993040480398069,male,Pivotal Research Group,"('DIS', '2018 q3')",0.02674887515604496
23792,DISCA,2018 q3,5020,0.3994381928866432,"Mr. Brian W. Wieser, CFA",0.1684373621182718,male,Pivotal Research Group,"('DISCA', '2018 q3')",0.05386747792363167
23793,FB,2018 q3,5020,0.2803438838653529,"Mr. Brian W. Wieser, CFA",0.1799838596645393,male,Pivotal Research Group,"('FB', '2018 q3')",0.030209055170416832
23794,GOOGL,2018 q3,5020,0.3478033365023228,"Mr. Brian W. Wieser, CFA",0.1272302951955435,male,Pivotal Research Group,"('GOOGL', '2018 q3')",0.07065265625715256
23795,TWTR,2018 q3,5020,0.397521171284531,"Mr. Brian W. Wieser, CFA",0.215596712810199,male,Pivotal Research Group,"('TWTR', '2018 q3')",0.059208836406469345
23796,DIS,2018 q3,5020,0.4604276138755266,Analyst Desk TeleTrade,0.5444657272440785,Not a person,Teletrade-DJ International Consulting Ltd,"('DIS', '2018 q3')",0.02285417541861534
23797,DIS,2018 q3,5020,0.4604276138755266,Credit Suisse Global Product Marketing,0.7782535848049156,Not a person,Credit Suisse,"('DIS', '2018 q3')",0.0
23798,FB,2018 q3,5020,0.2803438838653529,Credit Suisse Global Product Marketing,0.6341081539194534,Not a person,Credit Suisse,"('FB', '2018 q3')",0.0
23799,GOOGL,2018 q3,5020,0.3478033365023228,Credit Suisse Global Product Marketing,0.5897670340789987,Not a person,Credit Suisse,"('GOOGL', '2018 q3')",0.0
23800,DISCA,2018 q3,5020,0.3994381928866432,Research Department,0.6956400699042813,Not a person,Jefferies,"('DISCA', '2018 q3')",0.04713769629597664
23801,DISCA,2018 q3,5020,0.3994381928866432,"Mr. Michael Morris, CFA",0.0738577609575104,male,Guggenheim Securities LLC,"('DISCA', '2018 q3')",0.0
23802,NFLX,2018 q3,5020,0.446832293257012,"Mr. Michael Morris, CFA",0.2730679847599053,male,Guggenheim Securities LLC,"('NFLX', '2018 q3')",0.03191063553094864
23803,DISCA,2018 q3,5020,0.3994381928866432,"Ms. Jaime S. Morris, CFA, CPA",0.1154445136095941,female,Jefferies,"('DISCA', '2018 q3')",0.0
23804,IPG,2018 q3,5020,0.8577220318861587,"Ms. Jaime S. Morris, CFA, CPA",0.7326107347010203,female,Jefferies,"('IPG', '2018 q3')",0.03762918710708618
23805,NFLX,2018 q3,5020,0.446832293257012,"Ms. Jaime S. Morris, CFA, CPA",0.0979781776980883,female,Jefferies,"('NFLX', '2018 q3')",0.0
23806,NWSA,2018 q3,5020,0.6715085761410593,"Ms. Jaime S. Morris, CFA, CPA",0.6591530664719922,female,Jefferies,"('NWSA', '2018 q3')",0.0
23807,DISCA,2018 q3,5020,0.3994381928866432,Mr. Bryan D. Kraft,0.141995724193271,male,Deutsche Bank,"('DISCA', '2018 q3')",0.0
23808,DISH,2018 q3,5020,0.5371834871200056,Mr. Bryan D. Kraft,0.2179839513286947,male,Deutsche Bank,"('DISH', '2018 q3')",0.0
23809,NFLX,2018 q3,5020,0.446832293257012,Mr. Bryan D. Kraft,0.2787353364823457,male,Deutsche Bank,"('NFLX', '2018 q3')",0.0
23810,VIAC,2018 q3,5020,0.3863707385000824,Mr. Bryan D. Kraft,0.3746404215729389,male,Deutsche Bank,"('VIAC', '2018 q3')",0.0
23811,DISH,2018 q3,5020,0.5371834871200056,"Benjamin D. Swinburne, CFA",0.2648156182283158,male,Morgan Stanley,"('DISH', '2018 q3')",0.0
23812,NFLX,2018 q3,5020,0.446832293257012,"Benjamin D. Swinburne, CFA",0.1499410525173043,male,Morgan Stanley,"('NFLX', '2018 q3')",0.0
23813,VIAC,2018 q3,5020,0.3863707385000824,"Benjamin D. Swinburne, CFA",0.1728447769952528,male,Morgan Stanley,"('VIAC', '2018 q3')",0.0
23814,EA,2018 q3,5020,0.3486446301879402,"Mr. Ralph E. Schackart, CFA",0.1234698049995857,male,William Blair & Company,"('EA', '2018 q3')",0.01352981012314558
23815,NFLX,2018 q3,5020,0.446832293257012,"Mr. Ralph E. Schackart, CFA",0.1295738897835194,male,William Blair & Company,"('NFLX', '2018 q3')",0.0
23816,EA,2018 q3,5020,0.3486446301879402,Mr. Andrew P. Uerkwitz,0.1333222643457392,male,"Oppenheimer & Co., Inc.","('EA', '2018 q3')",0.0
23817,FB,2018 q3,5020,0.2803438838653529,Richard Greenfield,0.0565439864859622,male,BTIG,"('FB', '2018 q3')",0.0
23818,FB,2018 q3,5020,0.2803438838653529,Mr. Simon T. Baker,0.1261396279808587,male,Societe Generale,"('FB', '2018 q3')",0.0
23819,VIAC,2018 q3,5020,0.3863707385000824,Mr. Simon T. Baker,0.6337536711194509,male,Societe Generale,"('VIAC', '2018 q3')",0.020399635657668114
23820,FB,2018 q3,5020,0.2803438838653529,"Mr. Shyam Patil, CFA",0.4202890481915721,male,Susquehanna Financial Group LLLP,"('FB', '2018 q3')",0.0
23821,GOOGL,2018 q3,5020,0.3478033365023228,"Mr. Shyam Patil, CFA",0.1484231896210464,male,Susquehanna Financial Group LLLP,"('GOOGL', '2018 q3')",0.0
23822,TWTR,2018 q3,5020,0.397521171284531,"Mr. Shyam Patil, CFA",0.1060632616068884,male,Susquehanna Financial Group LLLP,"('TWTR', '2018 q3')",0.0
23823,FB,2018 q3,5020,0.2803438838653529,Mr. Mark S. Mahaney,0.0530509635027317,male,RBC Capital Markets,"('FB', '2018 q3')",0.0
23824,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Mark S. Mahaney,0.0575579931916746,male,RBC Capital Markets,"('GOOGL', '2018 q3')",0.0
23825,NFLX,2018 q3,5020,0.446832293257012,Mr. Mark S. Mahaney,0.1112606538177815,male,RBC Capital Markets,"('NFLX', '2018 q3')",0.0
23826,TWTR,2018 q3,5020,0.397521171284531,Mr. Mark S. Mahaney,0.0718834399756034,male,RBC Capital Markets,"('TWTR', '2018 q3')",0.0
23827,FB,2018 q3,5020,0.2803438838653529,Mr. Ross Sandler,0.1058921860540309,male,Barclays,"('FB', '2018 q3')",0.0
23828,FB,2018 q3,5020,0.2803438838653529,Mr. Brent J. Thill,0.0336700451196211,male,Jefferies,"('FB', '2018 q3')",0.0
23829,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Brent J. Thill,0.0825269959623848,male,Jefferies,"('GOOGL', '2018 q3')",0.0
23830,TWTR,2018 q3,5020,0.397521171284531,Mr. Brent J. Thill,0.1120788498716147,male,Jefferies,"('TWTR', '2018 q3')",0.0
23831,FB,2018 q3,5020,0.2803438838653529,"Mr. Michael Graham, CFA",0.1523586311968559,male,Canaccord Genuity,"('FB', '2018 q3')",0.014906365424394608
23832,GOOGL,2018 q3,5020,0.3478033365023228,"Mr. Michael Graham, CFA",0.2404652941859264,male,Canaccord Genuity,"('GOOGL', '2018 q3')",0.01873074285686016
23833,NFLX,2018 q3,5020,0.446832293257012,"Mr. Michael Graham, CFA",0.4208277910108093,male,Canaccord Genuity,"('NFLX', '2018 q3')",0.0
23834,FB,2018 q3,5020,0.2803438838653529,Lloyd Walmsley,0.0386971198936246,male,Deutsche Bank,"('FB', '2018 q3')",0.0
23835,GOOGL,2018 q3,5020,0.3478033365023228,Lloyd Walmsley,0.3013658714869962,male,Deutsche Bank,"('GOOGL', '2018 q3')",0.0
23836,TWTR,2018 q3,5020,0.397521171284531,Lloyd Walmsley,0.1141896900015078,male,Deutsche Bank,"('TWTR', '2018 q3')",0.0
23837,FB,2018 q3,5020,0.2803438838653529,Mr. Jonathan Kees,0.0562277487238271,male,Summit Insights Group,"('FB', '2018 q3')",0.0
23838,FB,2018 q3,5020,0.2803438838653529,"Shebly Seyrafi, CFA",0.1391160785209103,male,FBN Securities,"('FB', '2018 q3')",0.0
23839,GOOGL,2018 q3,5020,0.3478033365023228,"Shebly Seyrafi, CFA",0.1447067371963908,male,FBN Securities,"('GOOGL', '2018 q3')",0.0
23840,FB,2018 q3,5020,0.2803438838653529,Mr. Ali Mogharabi,0.2593175567203932,male,"Morningstar, Inc.","('FB', '2018 q3')",0.0
23841,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Ali Mogharabi,0.3044729642815954,male,"Morningstar, Inc.","('GOOGL', '2018 q3')",0.0
23842,TWTR,2018 q3,5020,0.397521171284531,Mr. Ali Mogharabi,0.3778939184314535,male,"Morningstar, Inc.","('TWTR', '2018 q3')",0.0
23843,FB,2018 q3,5020,0.2803438838653529,Ms. Shubhadha Mathad,0.4023554398381838,female,Crispidea,"('FB', '2018 q3')",0.0
23844,NFLX,2018 q3,5020,0.446832293257012,Ms. Shubhadha Mathad,0.556744453384293,female,Crispidea,"('NFLX', '2018 q3')",0.0
23845,OMC,2018 q3,5020,0.8174247516447777,Ms. Shubhadha Mathad,0.9575642779722852,female,Crispidea,"('OMC', '2018 q3')",0.0
23846,FB,2018 q3,5020,0.2803438838653529,Mr. Youssef H. Squali,0.0387988287497722,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2018 q3')",0.0
23847,TWTR,2018 q3,5020,0.397521171284531,Mr. Youssef H. Squali,0.6833448040295792,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2018 q3')",0.0
23848,FB,2018 q3,5020,0.2803438838653529,John Belton,0.0552935551537343,male,EVERCORE ISI,"('FB', '2018 q3')",0.0
23849,GOOGL,2018 q3,5020,0.3478033365023228,John Belton,0.2998433228703503,male,EVERCORE ISI,"('GOOGL', '2018 q3')",0.007680150369803111
23850,TWTR,2018 q3,5020,0.397521171284531,John Belton,0.3014353399542104,male,EVERCORE ISI,"('TWTR', '2018 q3')",0.0
23851,FB,2018 q3,5020,0.2803438838653529,"Mr. Ronald V. Josey, III",0.033021486617017,male,JMP Securities,"('FB', '2018 q3')",0.0
23852,GOOGL,2018 q3,5020,0.3478033365023228,"Mr. Ronald V. Josey, III",0.0618551141284237,male,JMP Securities,"('GOOGL', '2018 q3')",0.0
23853,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Jason S. Helfstein,0.043909940110154,male,"Oppenheimer & Co., Inc.","('GOOGL', '2018 q3')",0.0
23854,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Robert Sanderson,0.0899736784604352,male,MKM Partners,"('GOOGL', '2018 q3')",0.0
23855,NFLX,2018 q3,5020,0.446832293257012,Mr. Robert Sanderson,0.1363775011398439,male,MKM Partners,"('NFLX', '2018 q3')",0.02979937568306923
23856,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Christophe Cherblanc,0.3081187326583504,male,Societe Generale,"('GOOGL', '2018 q3')",0.0
23857,NFLX,2018 q3,5020,0.446832293257012,Mr. Christophe Cherblanc,0.3758509622948565,male,Societe Generale,"('NFLX', '2018 q3')",0.0
23858,GOOGL,2018 q3,5020,0.3478033365023228,William Kerr,0.0391899063994778,male,Cowen and Company,"('GOOGL', '2018 q3')",0.0
23859,NFLX,2018 q3,5020,0.446832293257012,William Kerr,0.0900503324888868,male,Cowen and Company,"('NFLX', '2018 q3')",0.0
23860,GOOGL,2018 q3,5020,0.3478033365023228,Mr. Ravindra kulkarni,0.4139464252330393,male,Crispidea,"('GOOGL', '2018 q3')",0.0
23861,LYV,2018 q3,5020,0.4471473357643377,"Mr. David C. Joyce, CFA",0.2622214455984501,male,EVERCORE ISI,"('LYV', '2018 q3')",0.0
23862,LYV,2018 q3,5020,0.4471473357643377,Mr. John Healy,0.1675203745960543,male,Northcoast Research,"('LYV', '2018 q3')",0.0400579497218132
23863,LYV,2018 q3,5020,0.4471473357643377,Mr. Curry Baker,0.1847974615550026,male,Guggenheim Securities LLC,"('LYV', '2018 q3')",0.0
23864,LYV,2018 q3,5020,0.4471473357643377,Brandon Ross,0.5593238047620414,male,BTIG,"('LYV', '2018 q3')",0.014328769408166409
23865,LYV,2018 q3,5020,0.4471473357643377,Mr. Ryan Sundby,0.196442637706194,male,William Blair & Company,"('LYV', '2018 q3')",0.0
23866,LYV,2018 q3,5020,0.4471473357643377,Mr. Kyle W. Evans,0.5436516290611323,male,Stephens Inc.,"('LYV', '2018 q3')",0.05479031056165695
23867,NFLX,2018 q3,5020,0.446832293257012,S&P pool,0.5631689159103793,Not a person,CFRA Equity Research,"('NFLX', '2018 q3')",0.0
23868,OMC,2018 q3,5020,0.8174247516447777,S&P pool,0.6062075299927553,Not a person,CFRA Equity Research,"('OMC', '2018 q3')",0.0
23869,NFLX,2018 q3,5020,0.446832293257012,"Marci L. Ryvicker, CFA",0.1328187967252103,female,"Wells Fargo Securities, LLC","('NFLX', '2018 q3')",0.03339441120624542
23870,NFLX,2018 q3,5020,0.446832293257012,Hr. Jonathan Schroer,0.6480431820256679,male,UniCredit Research,"('NFLX', '2018 q3')",0.0
23871,NFLX,2018 q3,5020,0.446832293257012,Kannan Venkateshwar,0.2341701852054764,male,Barclays,"('NFLX', '2018 q3')",0.0
23872,NFLX,2018 q3,5020,0.446832293257012,Mr. Nat H. Schindler,0.2354454422128458,male,BofA Global Research,"('NFLX', '2018 q3')",0.0
23873,NWSA,2018 q3,5020,0.6715085761410593,Mr. Brian Han,0.6271778522043457,male,"Morningstar, Inc.","('NWSA', '2018 q3')",0.0
23874,OMC,2018 q3,5020,0.8174247516447777,Mr. Adrien de Saint Hilaire,0.782669853405333,male,BofA Global Research,"('OMC', '2018 q3')",0.0
23875,TTWO,2018 q3,5020,0.3219658619910855,Gerrick L. Johnson,0.0635698570556548,male,BMO Capital Markets,"('TTWO', '2018 q3')",0.0
23876,TWTR,2018 q3,5020,0.397521171284531,Doug Anmuth,0.1516700146140318,male,JPMorgan,"('TWTR', '2018 q3')",0.0
23877,VIAC,2018 q3,5020,0.3863707385000824,Mr. Jeffrey B. Logsdon,0.1221896242526562,male,"JBL Advisors, LLC","('VIAC', '2018 q3')",0.05286053195595741
23878,VIAC,2018 q3,5020,0.3863707385000824,"Mr. Daniel L. Kurnos, CFA",0.1065427544076182,male,The Benchmark Company LLC,"('VIAC', '2018 q3')",0.0
23879,VIAC,2018 q3,5020,0.3863707385000824,"Mr. James C. Goss, CFA",0.5137514053978195,male,Barrington Research Associates,"('VIAC', '2018 q3')",0.0
23880,ATVI,2018 q4,5020,0.3179692114277207,Michael J. Olson,0.0380350236751391,male,Piper Sandler Companies,"('ATVI', '2018 q4')",0.0
23881,FB,2018 q4,5020,0.3033357109125099,Michael J. Olson,0.1714346286190891,male,Piper Sandler Companies,"('FB', '2018 q4')",0.0
23882,GOOGL,2018 q4,5020,0.3555643655303554,Michael J. Olson,0.1994147968631501,male,Piper Sandler Companies,"('GOOGL', '2018 q4')",0.0
23883,NFLX,2018 q4,5020,0.5342287866994638,Michael J. Olson,0.1113241027699425,male,Piper Sandler Companies,"('NFLX', '2018 q4')",0.0
23884,ATVI,2018 q4,5020,0.3179692114277207,Mr. Ryan Gee,0.044447256431709,male,Barclays,"('ATVI', '2018 q4')",0.0
23885,EA,2018 q4,5020,0.3393572614057754,Mr. Ryan Gee,0.078086343319552,male,Barclays,"('EA', '2018 q4')",0.0
23886,TTWO,2018 q4,5020,0.4008993397270649,Mr. Ryan Gee,0.0956338198296107,male,Barclays,"('TTWO', '2018 q4')",0.0
23887,ATVI,2018 q4,5020,0.3179692114277207,"Mr. Matthew C. Thornton, CFA",0.0592711014326217,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2018 q4')",0.0
23888,ATVI,2018 q4,5020,0.3179692114277207,Justin Post,0.1849800238045766,male,BofA Global Research,"('ATVI', '2018 q4')",0.0
23889,EA,2018 q4,5020,0.3393572614057754,Justin Post,0.2415195287100812,male,BofA Global Research,"('EA', '2018 q4')",0.0
23890,FB,2018 q4,5020,0.3033357109125099,Justin Post,0.0430344633307924,male,BofA Global Research,"('FB', '2018 q4')",0.008652707561850548
23891,GOOGL,2018 q4,5020,0.3555643655303554,Justin Post,0.0976235025569546,male,BofA Global Research,"('GOOGL', '2018 q4')",0.0
23892,TTWO,2018 q4,5020,0.4008993397270649,Justin Post,0.3236497911067056,male,BofA Global Research,"('TTWO', '2018 q4')",0.020015206187963486
23893,TWTR,2018 q4,5020,0.4680301782641635,Justin Post,0.1149984256164093,male,BofA Global Research,"('TWTR', '2018 q4')",0.0
23894,ATVI,2018 q4,5020,0.3179692114277207,"Mr. Ralph E. Schackart, CFA",0.0970450897339934,male,William Blair & Company,"('ATVI', '2018 q4')",0.0
23895,EA,2018 q4,5020,0.3393572614057754,"Mr. Ralph E. Schackart, CFA",0.1477018975708093,male,William Blair & Company,"('EA', '2018 q4')",0.0
23896,NFLX,2018 q4,5020,0.5342287866994638,"Mr. Ralph E. Schackart, CFA",0.4522516346413727,male,William Blair & Company,"('NFLX', '2018 q4')",0.0
23897,ATVI,2018 q4,5020,0.3179692114277207,"Mr. Neil K. Macker, CFA",0.3437913458417256,male,"Morningstar, Inc.","('ATVI', '2018 q4')",0.0
23898,CMCSA,2018 q4,5020,0.4475786098423823,"Mr. Neil K. Macker, CFA",0.7534304012850065,male,"Morningstar, Inc.","('CMCSA', '2018 q4')",0.0
23899,DIS,2018 q4,5020,0.5842495855005116,"Mr. Neil K. Macker, CFA",0.3370947190950768,male,"Morningstar, Inc.","('DIS', '2018 q4')",0.0
23900,DISCA,2018 q4,5020,0.5002743785682702,"Mr. Neil K. Macker, CFA",0.4254962768916484,male,"Morningstar, Inc.","('DISCA', '2018 q4')",0.0
23901,EA,2018 q4,5020,0.3393572614057754,"Mr. Neil K. Macker, CFA",0.4159877216799828,male,"Morningstar, Inc.","('EA', '2018 q4')",0.0
23902,NFLX,2018 q4,5020,0.5342287866994638,"Mr. Neil K. Macker, CFA",0.2841098304863839,male,"Morningstar, Inc.","('NFLX', '2018 q4')",0.0
23903,TTWO,2018 q4,5020,0.4008993397270649,"Mr. Neil K. Macker, CFA",0.3596316475997293,male,"Morningstar, Inc.","('TTWO', '2018 q4')",0.0
23904,VIAC,2018 q4,5020,0.4074642807874292,"Mr. Neil K. Macker, CFA",0.361216405989733,male,"Morningstar, Inc.","('VIAC', '2018 q4')",0.0
23905,ATVI,2018 q4,5020,0.3179692114277207,Mr. Stephen D. Ju,0.3477133018475227,male,Credit Suisse,"('ATVI', '2018 q4')",0.0
23906,EA,2018 q4,5020,0.3393572614057754,Mr. Stephen D. Ju,0.3844536539988185,male,Credit Suisse,"('EA', '2018 q4')",0.0
23907,FB,2018 q4,5020,0.3033357109125099,Mr. Stephen D. Ju,0.1460905088315094,male,Credit Suisse,"('FB', '2018 q4')",0.0
23908,GOOGL,2018 q4,5020,0.3555643655303554,Mr. Stephen D. Ju,0.1501170683977856,male,Credit Suisse,"('GOOGL', '2018 q4')",0.0
23909,TTWO,2018 q4,5020,0.4008993397270649,Mr. Stephen D. Ju,0.4940928136974919,male,Credit Suisse,"('TTWO', '2018 q4')",0.0
23910,ATVI,2018 q4,5020,0.3179692114277207,"Mr. Doug Creutz, CFA",0.0969231899193286,male,Cowen and Company,"('ATVI', '2018 q4')",0.012566502671688795
23911,DISCA,2018 q4,5020,0.5002743785682702,"Mr. Doug Creutz, CFA",0.1741583812625192,male,Cowen and Company,"('DISCA', '2018 q4')",0.0
23912,EA,2018 q4,5020,0.3393572614057754,"Mr. Doug Creutz, CFA",0.0881704356205121,male,Cowen and Company,"('EA', '2018 q4')",0.010258563794195652
23913,TTWO,2018 q4,5020,0.4008993397270649,"Mr. Doug Creutz, CFA",0.1117786019100995,male,Cowen and Company,"('TTWO', '2018 q4')",0.0
23914,ATVI,2018 q4,5020,0.3179692114277207,Timothy O'Shea,0.0468028452327162,male,Jefferies,"('ATVI', '2018 q4')",0.01666666753590107
23915,TTWO,2018 q4,5020,0.4008993397270649,Timothy O'Shea,0.0934093056481008,male,Jefferies,"('TTWO', '2018 q4')",0.0
23916,ATVI,2018 q4,5020,0.3179692114277207,Mr. Robert Berg,0.0797658625654888,male,Berenberg,"('ATVI', '2018 q4')",0.0
23917,ATVI,2018 q4,5020,0.3179692114277207,Mr. Andrew P. Uerkwitz,0.1014648380920815,male,"Oppenheimer & Co., Inc.","('ATVI', '2018 q4')",0.0
23918,EA,2018 q4,5020,0.3393572614057754,Mr. Andrew P. Uerkwitz,0.068333345102257,male,"Oppenheimer & Co., Inc.","('EA', '2018 q4')",0.0
23919,ATVI,2018 q4,5020,0.3179692114277207,Mr. Eric O. Handler,0.1810021170705248,male,MKM Partners,"('ATVI', '2018 q4')",0.027689514681696892
23920,DISCA,2018 q4,5020,0.5002743785682702,Mr. Eric O. Handler,0.3089939257827738,male,MKM Partners,"('DISCA', '2018 q4')",0.013484257273375988
23921,EA,2018 q4,5020,0.3393572614057754,Mr. Eric O. Handler,0.1720054205476461,male,MKM Partners,"('EA', '2018 q4')",0.035644274204969406
23922,TTWO,2018 q4,5020,0.4008993397270649,Mr. Eric O. Handler,0.158503931782904,male,MKM Partners,"('TTWO', '2018 q4')",0.01608257507905364
23923,ATVI,2018 q4,5020,0.3179692114277207,SADIF Research,0.977993356186772,Not a person,Sadif Analytics Prime,"('ATVI', '2018 q4')",0.9548040628433228
23924,CHTR,2018 q4,5020,0.6980578408751466,SADIF Research,0.9926027706146128,Not a person,Sadif Analytics Prime,"('CHTR', '2018 q4')",0.9736678004264832
23925,DIS,2018 q4,5020,0.5842495855005116,SADIF Research,0.9734505200600152,Not a person,Sadif Analytics Prime,"('DIS', '2018 q4')",0.9546948671340942
23926,TTWO,2018 q4,5020,0.4008993397270649,SADIF Research,0.9040871092157926,Not a person,Sadif Analytics Prime,"('TTWO', '2018 q4')",0.8813865780830383
23927,ATVI,2018 q4,5020,0.3179692114277207,Mike Hickey,0.0527035117841475,male,The Benchmark Company LLC,"('ATVI', '2018 q4')",0.0
23928,TTWO,2018 q4,5020,0.4008993397270649,Mike Hickey,0.1108773545961528,male,The Benchmark Company LLC,"('TTWO', '2018 q4')",0.0
23929,ATVI,2018 q4,5020,0.3179692114277207,Michael H. Pachter,0.0695143429694415,male,Wedbush Securities Inc.,"('ATVI', '2018 q4')",0.0
23930,EA,2018 q4,5020,0.3393572614057754,Michael H. Pachter,0.1391913620766736,male,Wedbush Securities Inc.,"('EA', '2018 q4')",0.010120301507413387
23931,FB,2018 q4,5020,0.3033357109125099,Michael H. Pachter,0.1227659582956936,male,Wedbush Securities Inc.,"('FB', '2018 q4')",0.0
23932,TTWO,2018 q4,5020,0.4008993397270649,Michael H. Pachter,0.1189685333102566,male,Wedbush Securities Inc.,"('TTWO', '2018 q4')",0.0
23933,TWTR,2018 q4,5020,0.4680301782641635,Michael H. Pachter,0.1757375817077502,male,Wedbush Securities Inc.,"('TWTR', '2018 q4')",0.0
23934,ATVI,2018 q4,5020,0.3179692114277207,Mr. Scott H. Kessler,0.5124085470352135,male,CFRA Equity Research,"('ATVI', '2018 q4')",0.0
23935,EA,2018 q4,5020,0.3393572614057754,Mr. Scott H. Kessler,0.5309685633436779,male,CFRA Equity Research,"('EA', '2018 q4')",0.0
23936,FB,2018 q4,5020,0.3033357109125099,Mr. Scott H. Kessler,0.5191306606958981,male,CFRA Equity Research,"('FB', '2018 q4')",0.0
23937,TTWO,2018 q4,5020,0.4008993397270649,Mr. Scott H. Kessler,0.4561396749365385,male,CFRA Equity Research,"('TTWO', '2018 q4')",0.0
23938,TWTR,2018 q4,5020,0.4680301782641635,Mr. Scott H. Kessler,0.6374096578591951,male,CFRA Equity Research,"('TWTR', '2018 q4')",0.0029607077594846487
23939,ATVI,2018 q4,5020,0.3179692114277207,"Mr. Edward M. Woo, CFA",0.1476439788440198,male,Ascendiant Capital Markets,"('ATVI', '2018 q4')",0.0
23940,EA,2018 q4,5020,0.3393572614057754,"Mr. Edward M. Woo, CFA",0.2436615776497119,male,Ascendiant Capital Markets,"('EA', '2018 q4')",0.0
23941,TTWO,2018 q4,5020,0.4008993397270649,"Mr. Edward M. Woo, CFA",0.2602760892930971,male,Ascendiant Capital Markets,"('TTWO', '2018 q4')",0.0
23942,ATVI,2018 q4,5020,0.3179692114277207,Brandon Ross,0.0908085473823832,male,BTIG,"('ATVI', '2018 q4')",0.0
23943,FB,2018 q4,5020,0.3033357109125099,Brandon Ross,0.6949605781880359,male,BTIG,"('FB', '2018 q4')",0.0
23944,CHTR,2018 q4,5020,0.6980578408751466,"Tuna N. Amobi, CFA",0.6920866208217658,male,CFRA Equity Research,"('CHTR', '2018 q4')",0.0
23945,DIS,2018 q4,5020,0.5842495855005116,"Tuna N. Amobi, CFA",0.3793412831475534,male,CFRA Equity Research,"('DIS', '2018 q4')",0.0
23946,DISH,2018 q4,5020,0.5042399205371079,"Tuna N. Amobi, CFA",0.5472610601196392,male,CFRA Equity Research,"('DISH', '2018 q4')",0.0
23947,IPG,2018 q4,5020,0.7486887314163055,"Tuna N. Amobi, CFA",0.8137724989042081,male,CFRA Equity Research,"('IPG', '2018 q4')",0.0
23948,LYV,2018 q4,5020,0.4217549281872123,"Tuna N. Amobi, CFA",0.4850499513306799,male,CFRA Equity Research,"('LYV', '2018 q4')",0.0
23949,NFLX,2018 q4,5020,0.5342287866994638,"Tuna N. Amobi, CFA",0.5584478993421464,male,CFRA Equity Research,"('NFLX', '2018 q4')",0.0
23950,NWSA,2018 q4,5020,0.5937958300474515,"Tuna N. Amobi, CFA",0.5516856058805012,male,CFRA Equity Research,"('NWSA', '2018 q4')",0.0
23951,OMC,2018 q4,5020,0.8451870953963068,"Tuna N. Amobi, CFA",0.919953827978496,male,CFRA Equity Research,"('OMC', '2018 q4')",0.0
23952,VIAC,2018 q4,5020,0.4074642807874292,"Tuna N. Amobi, CFA",0.3732850716729359,male,CFRA Equity Research,"('VIAC', '2018 q4')",0.0
23953,CHTR,2018 q4,5020,0.6980578408751466,Mr. Kutgun Maral,0.2866148865413868,male,RBC Capital Markets,"('CHTR', '2018 q4')",0.0
23954,DISH,2018 q4,5020,0.5042399205371079,Mr. Kutgun Maral,0.1747061823159784,male,RBC Capital Markets,"('DISH', '2018 q4')",0.0
23955,CHTR,2018 q4,5020,0.6980578408751466,Michael McCormack,0.6673290914066945,male,Guggenheim Securities LLC,"('CHTR', '2018 q4')",0.0
23956,CMCSA,2018 q4,5020,0.4475786098423823,Michael McCormack,0.7540526747366896,male,Guggenheim Securities LLC,"('CMCSA', '2018 q4')",0.0
23957,DISH,2018 q4,5020,0.5042399205371079,Michael McCormack,0.6651841997900019,male,Guggenheim Securities LLC,"('DISH', '2018 q4')",0.0
23958,CHTR,2018 q4,5020,0.6980578408751466,Credit Suisse Global Product Marketing,0.9593955336899952,Not a person,Credit Suisse,"('CHTR', '2018 q4')",0.0
23959,CMCSA,2018 q4,5020,0.4475786098423823,Credit Suisse Global Product Marketing,0.6041853325674204,Not a person,Credit Suisse,"('CMCSA', '2018 q4')",0.0
23960,DISCA,2018 q4,5020,0.5002743785682702,Credit Suisse Global Product Marketing,0.6433703536484839,Not a person,Credit Suisse,"('DISCA', '2018 q4')",0.0
23961,FB,2018 q4,5020,0.3033357109125099,Credit Suisse Global Product Marketing,0.5792911682743092,Not a person,Credit Suisse,"('FB', '2018 q4')",0.0
23962,GOOGL,2018 q4,5020,0.3555643655303554,Credit Suisse Global Product Marketing,0.7508084883684887,Not a person,Credit Suisse,"('GOOGL', '2018 q4')",0.0
23963,CHTR,2018 q4,5020,0.6980578408751466,Mr. Bryan D. Kraft,0.4374583116630782,male,Deutsche Bank,"('CHTR', '2018 q4')",0.0
23964,CMCSA,2018 q4,5020,0.4475786098423823,Mr. Bryan D. Kraft,0.2176308836890975,male,Deutsche Bank,"('CMCSA', '2018 q4')",0.0
23965,DISCA,2018 q4,5020,0.5002743785682702,Mr. Bryan D. Kraft,0.2148393054330194,male,Deutsche Bank,"('DISCA', '2018 q4')",0.0
23966,DISH,2018 q4,5020,0.5042399205371079,Mr. Bryan D. Kraft,0.2546952482571646,male,Deutsche Bank,"('DISH', '2018 q4')",0.0
23967,NFLX,2018 q4,5020,0.5342287866994638,Mr. Bryan D. Kraft,0.2130309860935064,male,Deutsche Bank,"('NFLX', '2018 q4')",0.0
23968,VIAC,2018 q4,5020,0.4074642807874292,Mr. Bryan D. Kraft,0.1429202520474329,male,Deutsche Bank,"('VIAC', '2018 q4')",0.021233966574072838
23969,CHTR,2018 q4,5020,0.6980578408751466,"Benjamin D. Swinburne, CFA",0.4141268691833991,male,Morgan Stanley,"('CHTR', '2018 q4')",0.0
23970,CMCSA,2018 q4,5020,0.4475786098423823,"Benjamin D. Swinburne, CFA",0.1382236776165765,male,Morgan Stanley,"('CMCSA', '2018 q4')",0.0
23971,DIS,2018 q4,5020,0.5842495855005116,"Benjamin D. Swinburne, CFA",0.9578667300243578,male,Morgan Stanley,"('DIS', '2018 q4')",0.0
23972,DISH,2018 q4,5020,0.5042399205371079,"Benjamin D. Swinburne, CFA",0.3001062982532457,male,Morgan Stanley,"('DISH', '2018 q4')",0.0
23973,NFLX,2018 q4,5020,0.5342287866994638,"Benjamin D. Swinburne, CFA",0.2723852439793408,male,Morgan Stanley,"('NFLX', '2018 q4')",0.0
23974,VIAC,2018 q4,5020,0.4074642807874292,"Benjamin D. Swinburne, CFA",0.1464025448723543,male,Morgan Stanley,"('VIAC', '2018 q4')",0.0
23975,CHTR,2018 q4,5020,0.6980578408751466,Greg P Miller,0.3355170078436391,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2018 q4')",0.0
23976,CMCSA,2018 q4,5020,0.4475786098423823,Greg P Miller,0.2037944953170666,male,SunTrust Robinson Humphrey Capital Markets,"('CMCSA', '2018 q4')",0.0
23977,DISH,2018 q4,5020,0.5042399205371079,Greg P Miller,0.2802997107680569,male,SunTrust Robinson Humphrey Capital Markets,"('DISH', '2018 q4')",0.0
23978,CHTR,2018 q4,5020,0.6980578408751466,Ms. Jessica J. Reif Ehrlich,0.3202095556165357,female,BofA Global Research,"('CHTR', '2018 q4')",0.0
23979,CMCSA,2018 q4,5020,0.4475786098423823,Ms. Jessica J. Reif Ehrlich,0.1313766877242377,female,BofA Global Research,"('CMCSA', '2018 q4')",0.011111111690600714
23980,DISH,2018 q4,5020,0.5042399205371079,Ms. Jessica J. Reif Ehrlich,0.1767776694925961,female,BofA Global Research,"('DISH', '2018 q4')",0.0
23981,VIAC,2018 q4,5020,0.4074642807874292,Ms. Jessica J. Reif Ehrlich,0.2351901634029616,female,BofA Global Research,"('VIAC', '2018 q4')",0.0
23982,CHTR,2018 q4,5020,0.6980578408751466,"Ms. Marci L. Ryvicker, CFA",0.4353287275958883,female,Wolfe Research,"('CHTR', '2018 q4')",0.021484799683094025
23983,CMCSA,2018 q4,5020,0.4475786098423823,"Ms. Marci L. Ryvicker, CFA",0.2844123513129629,female,Wolfe Research,"('CMCSA', '2018 q4')",0.01970287412405014
23984,DISH,2018 q4,5020,0.5042399205371079,"Ms. Marci L. Ryvicker, CFA",0.3803424017841014,female,Wolfe Research,"('DISH', '2018 q4')",0.0
23985,VIAC,2018 q4,5020,0.4074642807874292,"Ms. Marci L. Ryvicker, CFA",0.2666483324282407,female,Wolfe Research,"('VIAC', '2018 q4')",0.0
23986,CMCSA,2018 q4,5020,0.4475786098423823,Mr. Jeff D. Wlodarczak,0.1718657561041207,male,Pivotal Research Group,"('CMCSA', '2018 q4')",0.0
23987,NFLX,2018 q4,5020,0.5342287866994638,Mr. Jeff D. Wlodarczak,0.2548705695979416,male,Pivotal Research Group,"('NFLX', '2018 q4')",0.014423578046262264
23988,CMCSA,2018 q4,5020,0.4475786098423823,Mr. Vijay Jayant,0.1170960489944809,male,EVERCORE ISI,"('CMCSA', '2018 q4')",0.0
23989,CMCSA,2018 q4,5020,0.4475786098423823,Mr. Steven Cahall,0.0919336861262359,male,RBC Capital Markets,"('CMCSA', '2018 q4')",0.0
23990,DIS,2018 q4,5020,0.5842495855005116,Mr. Steven Cahall,0.282353005435523,male,RBC Capital Markets,"('DIS', '2018 q4')",0.0
23991,DISCA,2018 q4,5020,0.5002743785682702,Mr. Steven Cahall,0.5805884519114635,male,RBC Capital Markets,"('DISCA', '2018 q4')",0.03333333507180214
23992,IPG,2018 q4,5020,0.7486887314163055,Mr. Steven Cahall,0.4884034907026603,male,RBC Capital Markets,"('IPG', '2018 q4')",0.0
23993,OMC,2018 q4,5020,0.8451870953963068,Mr. Steven Cahall,0.7690036195427803,male,RBC Capital Markets,"('OMC', '2018 q4')",0.0
23994,VIAC,2018 q4,5020,0.4074642807874292,Mr. Steven Cahall,0.1012894611656314,male,RBC Capital Markets,"('VIAC', '2018 q4')",0.0
23995,CMCSA,2018 q4,5020,0.4475786098423823,"Mr. Michael Hodel, CFA",0.3736286760819665,male,"Morningstar, Inc.","('CMCSA', '2018 q4')",0.011111111690600714
23996,DISH,2018 q4,5020,0.5042399205371079,"Mr. Michael Hodel, CFA",0.4800239182087779,male,"Morningstar, Inc.","('DISH', '2018 q4')",0.0
23997,CMCSA,2018 q4,5020,0.4475786098423823,"Gregory Williams, CFA",0.155086994322945,male,Cowen and Company,"('CMCSA', '2018 q4')",0.0
23998,CMCSA,2018 q4,5020,0.4475786098423823,"Jeff C. Fan, CFA",0.1661738728300128,male,Scotiabank GBM,"('CMCSA', '2018 q4')",0.0
23999,DIS,2018 q4,5020,0.5842495855005116,Mr. Jason Kilgariff,0.2989420069209729,male,BofA Global Research,"('DIS', '2018 q4')",0.0
24000,DIS,2018 q4,5020,0.5842495855005116,Mr. David W. Miller,0.2065637994098328,male,"Imperial Capital, LLC","('DIS', '2018 q4')",0.008333333767950535
24001,DISCA,2018 q4,5020,0.5002743785682702,Mr. David W. Miller,0.2246102395354806,male,"Imperial Capital, LLC","('DISCA', '2018 q4')",0.0
24002,NFLX,2018 q4,5020,0.5342287866994638,Mr. David W. Miller,0.2391605561775061,male,"Imperial Capital, LLC","('NFLX', '2018 q4')",0.0
24003,VIAC,2018 q4,5020,0.4074642807874292,Mr. David W. Miller,0.1296807897720788,male,"Imperial Capital, LLC","('VIAC', '2018 q4')",0.014670477559169134
24004,DIS,2018 q4,5020,0.5842495855005116,Kannan Venkateshwar,0.2047256816220136,male,Barclays,"('DIS', '2018 q4')",0.0
24005,DISCA,2018 q4,5020,0.5002743785682702,Kannan Venkateshwar,0.2514319284818512,male,Barclays,"('DISCA', '2018 q4')",0.0
24006,NFLX,2018 q4,5020,0.5342287866994638,Kannan Venkateshwar,0.148598522918967,male,Barclays,"('NFLX', '2018 q4')",0.0
24007,DISCA,2018 q4,5020,0.5002743785682702,"Ms. Jaime S. Morris, CFA, CPA",0.3311101863248452,female,Jefferies,"('DISCA', '2018 q4')",0.0
24008,IPG,2018 q4,5020,0.7486887314163055,"Ms. Jaime S. Morris, CFA, CPA",0.6176321651008503,female,Jefferies,"('IPG', '2018 q4')",0.0
24009,OMC,2018 q4,5020,0.8451870953963068,"Ms. Jaime S. Morris, CFA, CPA",0.7587605782773265,female,Jefferies,"('OMC', '2018 q4')",0.0
24010,DISCA,2018 q4,5020,0.5002743785682702,John Belton,0.5805884519114635,male,EVERCORE ISI,"('DISCA', '2018 q4')",0.03333333507180214
24011,DISCA,2018 q4,5020,0.5002743785682702,"Mr. Brian W. Wieser, CFA",0.2183815281919365,male,Pivotal Research Group,"('DISCA', '2018 q4')",0.0
24012,FB,2018 q4,5020,0.3033357109125099,"Mr. Brian W. Wieser, CFA",0.1309391272359716,male,Pivotal Research Group,"('FB', '2018 q4')",0.05811110511422157
24013,TWTR,2018 q4,5020,0.4680301782641635,"Mr. Brian W. Wieser, CFA",0.215757170464877,male,Pivotal Research Group,"('TWTR', '2018 q4')",0.05722728744149208
24014,DISCA,2018 q4,5020,0.5002743785682702,Mr. Douglas D. Mitchelson,0.2636097021202063,male,Credit Suisse,"('DISCA', '2018 q4')",0.0
24015,DISH,2018 q4,5020,0.5042399205371079,Mr. Christopher D. Quilty,0.4258558714119333,male,Quilty Analytics,"('DISH', '2018 q4')",0.0
24016,FB,2018 q4,5020,0.3033357109125099,"Mr. Brian T. Nowak, CFA",0.1551394644464226,male,Morgan Stanley,"('FB', '2018 q4')",0.0
24017,TTWO,2018 q4,5020,0.4008993397270649,"Mr. Brian T. Nowak, CFA",0.090516158345988,male,Morgan Stanley,"('TTWO', '2018 q4')",0.0
24018,FB,2018 q4,5020,0.3033357109125099,Mr. Robert Sanderson,0.0497982409439669,male,MKM Partners,"('FB', '2018 q4')",0.011645344085991383
24019,NFLX,2018 q4,5020,0.5342287866994638,Mr. Robert Sanderson,0.4386515153662583,male,MKM Partners,"('NFLX', '2018 q4')",0.06525260210037231
24020,FB,2018 q4,5020,0.3033357109125099,"Mr. Shyam Patil, CFA",0.1928119862189704,male,Susquehanna Financial Group LLLP,"('FB', '2018 q4')",0.0
24021,GOOGL,2018 q4,5020,0.3555643655303554,"Mr. Shyam Patil, CFA",0.1790004492139382,male,Susquehanna Financial Group LLLP,"('GOOGL', '2018 q4')",0.0
24022,TWTR,2018 q4,5020,0.4680301782641635,"Mr. Shyam Patil, CFA",0.4967351964719201,male,Susquehanna Financial Group LLLP,"('TWTR', '2018 q4')",0.0
24023,FB,2018 q4,5020,0.3033357109125099,Mr. Ali Mogharabi,0.2892861127186018,male,"Morningstar, Inc.","('FB', '2018 q4')",0.0
24024,GOOGL,2018 q4,5020,0.3555643655303554,Mr. Ali Mogharabi,0.4121496429247896,male,"Morningstar, Inc.","('GOOGL', '2018 q4')",0.0
24025,IPG,2018 q4,5020,0.7486887314163055,Mr. Ali Mogharabi,0.812000123087268,male,"Morningstar, Inc.","('IPG', '2018 q4')",0.011111111690600714
24026,OMC,2018 q4,5020,0.8451870953963068,Mr. Ali Mogharabi,0.8865381125357001,male,"Morningstar, Inc.","('OMC', '2018 q4')",0.0
24027,TWTR,2018 q4,5020,0.4680301782641635,Mr. Ali Mogharabi,0.3991704473524205,male,"Morningstar, Inc.","('TWTR', '2018 q4')",0.0
24028,FB,2018 q4,5020,0.3033357109125099,Mr. Ross Sandler,0.1356373926933108,male,Barclays,"('FB', '2018 q4')",0.0
24029,GOOGL,2018 q4,5020,0.3555643655303554,Mr. Ross Sandler,0.2661030466097082,male,Barclays,"('GOOGL', '2018 q4')",0.0
24030,TWTR,2018 q4,5020,0.4680301782641635,Mr. Ross Sandler,0.3428151400374012,male,Barclays,"('TWTR', '2018 q4')",0.0
24031,FB,2018 q4,5020,0.3033357109125099,"Shebly Seyrafi, CFA",0.0800631773653947,male,FBN Securities,"('FB', '2018 q4')",0.0
24032,GOOGL,2018 q4,5020,0.3555643655303554,"Shebly Seyrafi, CFA",0.2344012431400662,male,FBN Securities,"('GOOGL', '2018 q4')",0.0
24033,FB,2018 q4,5020,0.3033357109125099,Mr. Youssef H. Squali,0.0427052957146234,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2018 q4')",0.010157416574656963
24034,TWTR,2018 q4,5020,0.4680301782641635,Mr. Youssef H. Squali,0.0937409030915834,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2018 q4')",0.016459187492728233
24035,FB,2018 q4,5020,0.3033357109125099,Mr. Jason S. Helfstein,0.0451082809335124,male,"Oppenheimer & Co., Inc.","('FB', '2018 q4')",0.019218629226088524
24036,GOOGL,2018 q4,5020,0.3555643655303554,Mr. Jason S. Helfstein,0.0773841710881412,male,"Oppenheimer & Co., Inc.","('GOOGL', '2018 q4')",0.0
24037,NFLX,2018 q4,5020,0.5342287866994638,Mr. Jason S. Helfstein,0.1770713397333627,male,"Oppenheimer & Co., Inc.","('NFLX', '2018 q4')",0.0
24038,TWTR,2018 q4,5020,0.4680301782641635,Mr. Jason S. Helfstein,0.0858386928896012,male,"Oppenheimer & Co., Inc.","('TWTR', '2018 q4')",0.0
24039,FB,2018 q4,5020,0.3033357109125099,"Mr. Ronald V. Josey, III",0.0663662351090304,male,JMP Securities,"('FB', '2018 q4')",0.0
24040,GOOGL,2018 q4,5020,0.3555643655303554,"Mr. Ronald V. Josey, III",0.0725244405070045,male,JMP Securities,"('GOOGL', '2018 q4')",0.0
24041,FB,2018 q4,5020,0.3033357109125099,"Mr. Anthony J. DiClemente, Jr",0.1028983965962928,male,EVERCORE ISI,"('FB', '2018 q4')",0.011111111690600714
24042,GOOGL,2018 q4,5020,0.3555643655303554,"Mr. Anthony J. DiClemente, Jr",0.1631475585254157,male,EVERCORE ISI,"('GOOGL', '2018 q4')",0.01666666753590107
24043,NFLX,2018 q4,5020,0.5342287866994638,"Mr. Anthony J. DiClemente, Jr",0.2824610107701654,male,EVERCORE ISI,"('NFLX', '2018 q4')",0.01666666753590107
24044,TWTR,2018 q4,5020,0.4680301782641635,"Mr. Anthony J. DiClemente, Jr",0.7195282158747717,male,EVERCORE ISI,"('TWTR', '2018 q4')",0.03333333507180214
24045,FB,2018 q4,5020,0.3033357109125099,Mr. Mark S. Mahaney,0.0589750585693211,male,RBC Capital Markets,"('FB', '2018 q4')",0.0
24046,GOOGL,2018 q4,5020,0.3555643655303554,Mr. Mark S. Mahaney,0.1042833227659958,male,RBC Capital Markets,"('GOOGL', '2018 q4')",0.0
24047,NFLX,2018 q4,5020,0.5342287866994638,Mr. Mark S. Mahaney,0.1595805699318963,male,RBC Capital Markets,"('NFLX', '2018 q4')",0.0
24048,TWTR,2018 q4,5020,0.4680301782641635,Mr. Mark S. Mahaney,0.1026557311529968,male,RBC Capital Markets,"('TWTR', '2018 q4')",0.0
24049,FB,2018 q4,5020,0.3033357109125099,Mr. Brent J. Thill,0.0545314381432177,male,Jefferies,"('FB', '2018 q4')",0.0
24050,TWTR,2018 q4,5020,0.4680301782641635,Mr. Brent J. Thill,0.1044901072584081,male,Jefferies,"('TWTR', '2018 q4')",0.012199724093079567
24051,FB,2018 q4,5020,0.3033357109125099,Lloyd Walmsley,0.0494548202422009,male,Deutsche Bank,"('FB', '2018 q4')",0.0
24052,TWTR,2018 q4,5020,0.4680301782641635,Lloyd Walmsley,0.7840420337004648,male,Deutsche Bank,"('TWTR', '2018 q4')",0.0
24053,FB,2018 q4,5020,0.3033357109125099,Mr. Nicholas Yako,0.0563697981584109,male,Cowen and Company,"('FB', '2018 q4')",0.0
24054,FB,2018 q4,5020,0.3033357109125099,"Mr. Michael Graham, CFA",0.1363726347465559,male,Canaccord Genuity,"('FB', '2018 q4')",0.051939770579338074
24055,GOOGL,2018 q4,5020,0.3555643655303554,"Mr. Michael Graham, CFA",0.1829080867353789,male,Canaccord Genuity,"('GOOGL', '2018 q4')",0.021674012765288353
24056,NFLX,2018 q4,5020,0.5342287866994638,"Mr. Michael Graham, CFA",0.3568861099483322,male,Canaccord Genuity,"('NFLX', '2018 q4')",0.05417660344392061
24057,FB,2018 q4,5020,0.3033357109125099,Ms. Shubhadha Mathad,0.3797989572888224,female,Crispidea,"('FB', '2018 q4')",0.013715690933167934
24058,OMC,2018 q4,5020,0.8451870953963068,Ms. Shubhadha Mathad,0.8455374436391015,female,Crispidea,"('OMC', '2018 q4')",0.0
24059,GOOGL,2018 q4,5020,0.3555643655303554,William Kerr,0.0647338333421538,male,Cowen and Company,"('GOOGL', '2018 q4')",0.0
24060,GOOGL,2018 q4,5020,0.3555643655303554,Mr. Ravindra kulkarni,0.440368143135521,male,Crispidea,"('GOOGL', '2018 q4')",0.0
24061,IPG,2018 q4,5020,0.7486887314163055,Mr. Adrien de Saint Hilaire,0.6835151759922391,male,BofA Global Research,"('IPG', '2018 q4')",0.0
24062,LYV,2018 q4,5020,0.4217549281872123,Mr. John Healy,0.2610726673780371,male,Northcoast Research,"('LYV', '2018 q4')",0.0
24063,LYV,2018 q4,5020,0.4217549281872123,Mr. Ryan Sundby,0.23785278581043,male,William Blair & Company,"('LYV', '2018 q4')",0.0
24064,LYV,2018 q4,5020,0.4217549281872123,Mr. Curry Baker,0.3693045420857581,male,Guggenheim Securities LLC,"('LYV', '2018 q4')",0.0
24065,LYV,2018 q4,5020,0.4217549281872123,"Mr. David C. Joyce, CFA",0.4223825895806896,male,EVERCORE ISI,"('LYV', '2018 q4')",0.0
24066,NFLX,2018 q4,5020,0.5342287866994638,Hr. Jonathan Schroer,0.7200101918829706,male,UniCredit Research,"('NFLX', '2018 q4')",0.0
24067,NFLX,2018 q4,5020,0.5342287866994638,Julian Emanuel,0.7538336952286583,male,BTIG,"('NFLX', '2018 q4')",0.042668234556913376
24068,NFLX,2018 q4,5020,0.5342287866994638,"Mr. Michael Morris, CFA",0.4075663587883001,male,Guggenheim Securities LLC,"('NFLX', '2018 q4')",0.0
24069,NWSA,2018 q4,5020,0.5937958300474515,"Mr. Michael Morris, CFA",0.4733463014507375,male,Guggenheim Securities LLC,"('NWSA', '2018 q4')",0.0
24070,NFLX,2018 q4,5020,0.5342287866994638,Mr. Nat H. Schindler,0.6188505331297977,male,BofA Global Research,"('NFLX', '2018 q4')",0.03333333507180214
24071,NWSA,2018 q4,5020,0.5937958300474515,Mr. Brian Han,0.5571188141997749,male,"Morningstar, Inc.","('NWSA', '2018 q4')",0.0
24072,NWSA,2018 q4,5020,0.5937958300474515,Mr. Entcho Raykovski,0.590722986178819,male,Credit Suisse,"('NWSA', '2018 q4')",0.0
24073,OMC,2018 q4,5020,0.8451870953963068,Julien M. Roch,0.5070551439626214,male,Barclays,"('OMC', '2018 q4')",0.0
24074,TTWO,2018 q4,5020,0.4008993397270649,Gerrick L. Johnson,0.0777490708428663,male,BMO Capital Markets,"('TTWO', '2018 q4')",0.0
24075,TWTR,2018 q4,5020,0.4680301782641635,Doug Anmuth,0.1148535200045151,male,JPMorgan,"('TWTR', '2018 q4')",0.0
24076,VIAC,2018 q4,5020,0.4074642807874292,"Mr. James C. Goss, CFA",0.8712136733555432,male,Barrington Research Associates,"('VIAC', '2018 q4')",0.0
24077,VIAC,2018 q4,5020,0.4074642807874292,Mr. Jeffrey B. Logsdon,0.2138616828377355,male,"JBL Advisors, LLC","('VIAC', '2018 q4')",0.051590681076049805
24078,ATVI,2019 q1,5020,0.383989153065788,Mr. Ryan Gee,0.0924919704625201,male,Barclays,"('ATVI', '2019 q1')",0.0
24079,EA,2019 q1,5020,0.3633477476980542,Mr. Ryan Gee,0.151272177636947,male,Barclays,"('EA', '2019 q1')",0.0
24080,TTWO,2019 q1,5020,0.3815465529251618,Mr. Ryan Gee,0.5036462746111888,male,Barclays,"('TTWO', '2019 q1')",0.0
24081,ATVI,2019 q1,5020,0.383989153065788,Mr. Scott H. Kessler,0.1917228685492295,male,CFRA Equity Research,"('ATVI', '2019 q1')",0.0
24082,EA,2019 q1,5020,0.3633477476980542,Mr. Scott H. Kessler,0.4064277281876203,male,CFRA Equity Research,"('EA', '2019 q1')",0.0
24083,FB,2019 q1,5020,0.4034337312841516,Mr. Scott H. Kessler,0.4447483012233807,male,CFRA Equity Research,"('FB', '2019 q1')",0.0
24084,TTWO,2019 q1,5020,0.3815465529251618,Mr. Scott H. Kessler,0.3920854696537898,male,CFRA Equity Research,"('TTWO', '2019 q1')",0.0
24085,TWTR,2019 q1,5020,0.5365359556259951,Mr. Scott H. Kessler,0.5896834524963175,male,CFRA Equity Research,"('TWTR', '2019 q1')",0.0
24086,ATVI,2019 q1,5020,0.383989153065788,Mike Hickey,0.1785198451552491,male,The Benchmark Company LLC,"('ATVI', '2019 q1')",0.0
24087,EA,2019 q1,5020,0.3633477476980542,Mike Hickey,0.14103529183822,male,The Benchmark Company LLC,"('EA', '2019 q1')",0.0
24088,TTWO,2019 q1,5020,0.3815465529251618,Mike Hickey,0.2733037857745247,male,The Benchmark Company LLC,"('TTWO', '2019 q1')",0.0
24089,ATVI,2019 q1,5020,0.383989153065788,"Mr. Matthew C. Thornton, CFA",0.1440052563780138,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2019 q1')",0.010247930884361267
24090,EA,2019 q1,5020,0.3633477476980542,"Mr. Matthew C. Thornton, CFA",0.1123460329125628,male,SunTrust Robinson Humphrey Capital Markets,"('EA', '2019 q1')",0.0
24091,NFLX,2019 q1,5020,0.4125395344906237,"Mr. Matthew C. Thornton, CFA",0.1154998447347263,male,SunTrust Robinson Humphrey Capital Markets,"('NFLX', '2019 q1')",0.0
24092,ATVI,2019 q1,5020,0.383989153065788,Mr. Jeff Cohen,0.0946577852249606,male,Stephens Inc.,"('ATVI', '2019 q1')",0.0
24093,EA,2019 q1,5020,0.3633477476980542,Mr. Jeff Cohen,0.2003939444487467,male,Stephens Inc.,"('EA', '2019 q1')",0.0
24094,TTWO,2019 q1,5020,0.3815465529251618,Mr. Jeff Cohen,0.2091339426332474,male,Stephens Inc.,"('TTWO', '2019 q1')",0.0
24095,ATVI,2019 q1,5020,0.383989153065788,"Mr. Neil K. Macker, CFA",0.3573046313300652,male,"Morningstar, Inc.","('ATVI', '2019 q1')",0.0
24096,DIS,2019 q1,5020,0.5466874167632493,"Mr. Neil K. Macker, CFA",0.4854663437884409,male,"Morningstar, Inc.","('DIS', '2019 q1')",0.0
24097,DISCA,2019 q1,5020,0.2912890072042857,"Mr. Neil K. Macker, CFA",0.3712513830644321,male,"Morningstar, Inc.","('DISCA', '2019 q1')",0.0
24098,EA,2019 q1,5020,0.3633477476980542,"Mr. Neil K. Macker, CFA",0.2955417972565085,male,"Morningstar, Inc.","('EA', '2019 q1')",0.005479766521602869
24099,FOX,2019 q1,5020,0.4773733346874254,"Mr. Neil K. Macker, CFA",0.7423499080990527,male,"Morningstar, Inc.","('FOX', '2019 q1')",0.03333333507180214
24100,NFLX,2019 q1,5020,0.4125395344906237,"Mr. Neil K. Macker, CFA",0.4978653882695469,male,"Morningstar, Inc.","('NFLX', '2019 q1')",0.0027543908605972924
24101,TTWO,2019 q1,5020,0.3815465529251618,"Mr. Neil K. Macker, CFA",0.3586362996955654,male,"Morningstar, Inc.","('TTWO', '2019 q1')",0.0
24102,VIAC,2019 q1,5020,0.6124282870955206,"Mr. Neil K. Macker, CFA",0.3677209105484072,male,"Morningstar, Inc.","('VIAC', '2019 q1')",0.0
24103,ATVI,2019 q1,5020,0.383989153065788,Michael J. Olson,0.0813051552669249,male,Piper Sandler Companies,"('ATVI', '2019 q1')",0.0
24104,FB,2019 q1,5020,0.4034337312841516,Michael J. Olson,0.0915390710237113,male,Piper Sandler Companies,"('FB', '2019 q1')",0.0
24105,GOOGL,2019 q1,5020,0.5048793923650522,Michael J. Olson,0.2266791329333281,male,Piper Sandler Companies,"('GOOGL', '2019 q1')",0.0
24106,NFLX,2019 q1,5020,0.4125395344906237,Michael J. Olson,0.0922693123781929,male,Piper Sandler Companies,"('NFLX', '2019 q1')",0.0
24107,ATVI,2019 q1,5020,0.383989153065788,Michael H. Pachter,0.1286370210178836,male,Wedbush Securities Inc.,"('ATVI', '2019 q1')",0.0
24108,EA,2019 q1,5020,0.3633477476980542,Michael H. Pachter,0.1671666402554476,male,Wedbush Securities Inc.,"('EA', '2019 q1')",0.005777933169156313
24109,FB,2019 q1,5020,0.4034337312841516,Michael H. Pachter,0.1102408503183864,male,Wedbush Securities Inc.,"('FB', '2019 q1')",0.0
24110,TTWO,2019 q1,5020,0.3815465529251618,Michael H. Pachter,0.2048389605419101,male,Wedbush Securities Inc.,"('TTWO', '2019 q1')",0.0
24111,TWTR,2019 q1,5020,0.5365359556259951,Michael H. Pachter,0.1554977695857999,male,Wedbush Securities Inc.,"('TWTR', '2019 q1')",0.0
24112,ATVI,2019 q1,5020,0.383989153065788,Mr. Robert Berg,0.3060637589260284,male,Berenberg,"('ATVI', '2019 q1')",0.01647181063890457
24113,ATVI,2019 q1,5020,0.383989153065788,Timothy O'Shea,0.2667228496466026,male,Jefferies,"('ATVI', '2019 q1')",0.0
24114,EA,2019 q1,5020,0.3633477476980542,Timothy O'Shea,0.1034221341438171,male,Jefferies,"('EA', '2019 q1')",0.020092878490686417
24115,ATVI,2019 q1,5020,0.383989153065788,"Mr. Brian T. Nowak, CFA",0.1612424835185878,male,Morgan Stanley,"('ATVI', '2019 q1')",0.01666666753590107
24116,EA,2019 q1,5020,0.3633477476980542,"Mr. Brian T. Nowak, CFA",0.0906228547106821,male,Morgan Stanley,"('EA', '2019 q1')",0.0
24117,FB,2019 q1,5020,0.4034337312841516,"Mr. Brian T. Nowak, CFA",0.1136838898788366,male,Morgan Stanley,"('FB', '2019 q1')",0.0
24118,TTWO,2019 q1,5020,0.3815465529251618,"Mr. Brian T. Nowak, CFA",0.1261744178501758,male,Morgan Stanley,"('TTWO', '2019 q1')",0.0
24119,ATVI,2019 q1,5020,0.383989153065788,"Mr. Doug Creutz, CFA",0.0938555251748047,male,Cowen and Company,"('ATVI', '2019 q1')",0.0
24120,DIS,2019 q1,5020,0.5466874167632493,"Mr. Doug Creutz, CFA",0.185557641149794,male,Cowen and Company,"('DIS', '2019 q1')",0.01005536038428545
24121,DISCA,2019 q1,5020,0.2912890072042857,"Mr. Doug Creutz, CFA",0.1178641378157155,male,Cowen and Company,"('DISCA', '2019 q1')",0.0
24122,EA,2019 q1,5020,0.3633477476980542,"Mr. Doug Creutz, CFA",0.1360294669437646,male,Cowen and Company,"('EA', '2019 q1')",0.0
24123,TTWO,2019 q1,5020,0.3815465529251618,"Mr. Doug Creutz, CFA",0.1221705949783483,male,Cowen and Company,"('TTWO', '2019 q1')",0.0
24124,ATVI,2019 q1,5020,0.383989153065788,Mr. Stephen D. Ju,0.308088119346002,male,Credit Suisse,"('ATVI', '2019 q1')",0.0
24125,EA,2019 q1,5020,0.3633477476980542,Mr. Stephen D. Ju,0.216036234184823,male,Credit Suisse,"('EA', '2019 q1')",0.0
24126,FB,2019 q1,5020,0.4034337312841516,Mr. Stephen D. Ju,0.1283626025644088,male,Credit Suisse,"('FB', '2019 q1')",0.00567541504278779
24127,GOOGL,2019 q1,5020,0.5048793923650522,Mr. Stephen D. Ju,0.1970429872167146,male,Credit Suisse,"('GOOGL', '2019 q1')",0.0
24128,TTWO,2019 q1,5020,0.3815465529251618,Mr. Stephen D. Ju,0.4535827856255523,male,Credit Suisse,"('TTWO', '2019 q1')",0.0
24129,ATVI,2019 q1,5020,0.383989153065788,Mr. Andrew P. Uerkwitz,0.0855723100948555,male,"Oppenheimer & Co., Inc.","('ATVI', '2019 q1')",0.006358039565384388
24130,EA,2019 q1,5020,0.3633477476980542,Mr. Andrew P. Uerkwitz,0.0694694903349396,male,"Oppenheimer & Co., Inc.","('EA', '2019 q1')",0.0
24131,ATVI,2019 q1,5020,0.383989153065788,Mr. Bryan D. Kraft,0.0886201147005836,male,Deutsche Bank,"('ATVI', '2019 q1')",0.0
24132,CHTR,2019 q1,5020,0.5456027090213349,Mr. Bryan D. Kraft,0.4136860724122397,male,Deutsche Bank,"('CHTR', '2019 q1')",0.0
24133,CMCSA,2019 q1,5020,0.650298346351153,Mr. Bryan D. Kraft,0.3260924612077387,male,Deutsche Bank,"('CMCSA', '2019 q1')",0.0
24134,DISCA,2019 q1,5020,0.2912890072042857,Mr. Bryan D. Kraft,0.1181630890803388,male,Deutsche Bank,"('DISCA', '2019 q1')",0.0
24135,DISH,2019 q1,5020,0.538016857477192,Mr. Bryan D. Kraft,0.2304568834008844,male,Deutsche Bank,"('DISH', '2019 q1')",0.0
24136,EA,2019 q1,5020,0.3633477476980542,Mr. Bryan D. Kraft,0.1309650056958246,male,Deutsche Bank,"('EA', '2019 q1')",0.0
24137,TTWO,2019 q1,5020,0.3815465529251618,Mr. Bryan D. Kraft,0.2129002566832331,male,Deutsche Bank,"('TTWO', '2019 q1')",0.0
24138,VIAC,2019 q1,5020,0.6124282870955206,Mr. Bryan D. Kraft,0.2400508825998942,male,Deutsche Bank,"('VIAC', '2019 q1')",0.0
24139,ATVI,2019 q1,5020,0.383989153065788,Mr. Alec Boccanfuso,0.705901624345294,male,Gabelli & Company,"('ATVI', '2019 q1')",0.03333333507180214
24140,TTWO,2019 q1,5020,0.3815465529251618,Mr. Alec Boccanfuso,0.1152034654603947,male,Gabelli & Company,"('TTWO', '2019 q1')",0.0
24141,ATVI,2019 q1,5020,0.383989153065788,Brandon Ross,0.157540301893886,male,BTIG,"('ATVI', '2019 q1')",0.0
24142,LYV,2019 q1,5020,0.6819175933802145,Brandon Ross,0.454831649512355,male,BTIG,"('LYV', '2019 q1')",0.0
24143,ATVI,2019 q1,5020,0.383989153065788,"Mr. Edward M. Woo, CFA",0.1458729519311921,male,Ascendiant Capital Markets,"('ATVI', '2019 q1')",0.0
24144,EA,2019 q1,5020,0.3633477476980542,"Mr. Edward M. Woo, CFA",0.4145358352886398,male,Ascendiant Capital Markets,"('EA', '2019 q1')",0.0
24145,TTWO,2019 q1,5020,0.3815465529251618,"Mr. Edward M. Woo, CFA",0.3078766424527043,male,Ascendiant Capital Markets,"('TTWO', '2019 q1')",0.0
24146,ATVI,2019 q1,5020,0.383989153065788,Mr. Eric O. Handler,0.2439654514381823,male,MKM Partners,"('ATVI', '2019 q1')",0.023975652642548084
24147,DISCA,2019 q1,5020,0.2912890072042857,Mr. Eric O. Handler,0.3909794468010541,male,MKM Partners,"('DISCA', '2019 q1')",0.02006049081683159
24148,EA,2019 q1,5020,0.3633477476980542,Mr. Eric O. Handler,0.1942891224983167,male,MKM Partners,"('EA', '2019 q1')",0.013275341596454382
24149,TTWO,2019 q1,5020,0.3815465529251618,Mr. Eric O. Handler,0.1788766436415897,male,MKM Partners,"('TTWO', '2019 q1')",0.007846672087907791
24150,ATVI,2019 q1,5020,0.383989153065788,Mr. Thomas Kee,0.9899557373520492,male,Stock Traders Daily Research,"('ATVI', '2019 q1')",0.9932945668697357
24151,CMCSA,2019 q1,5020,0.650298346351153,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CMCSA', '2019 q1')",0.9931864738464355
24152,DIS,2019 q1,5020,0.5466874167632493,Mr. Thomas Kee,0.9792983501733334,male,Stock Traders Daily Research,"('DIS', '2019 q1')",0.9931468963623047
24153,EA,2019 q1,5020,0.3633477476980542,Mr. Thomas Kee,0.9871540515483092,male,Stock Traders Daily Research,"('EA', '2019 q1')",0.9795308709144592
24154,FB,2019 q1,5020,0.4034337312841516,Mr. Thomas Kee,0.9708187824907732,male,Stock Traders Daily Research,"('FB', '2019 q1')",0.979904294013977
24155,GOOGL,2019 q1,5020,0.5048793923650522,Mr. Thomas Kee,0.9935826488996437,male,Stock Traders Daily Research,"('GOOGL', '2019 q1')",0.9930744469165802
24156,IPG,2019 q1,5020,0.8818322896717709,Mr. Thomas Kee,0.990017076917626,male,Stock Traders Daily Research,"('IPG', '2019 q1')",0.9930745363235474
24157,LYV,2019 q1,5020,0.6819175933802145,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('LYV', '2019 q1')",0.9931548833847046
24158,NFLX,2019 q1,5020,0.4125395344906237,Mr. Thomas Kee,0.9945240395948826,male,Stock Traders Daily Research,"('NFLX', '2019 q1')",0.9931268990039825
24159,OMC,2019 q1,5020,0.962381073048718,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('OMC', '2019 q1')",0.9931069016456604
24160,TWTR,2019 q1,5020,0.5365359556259951,Mr. Thomas Kee,0.9951239398987112,male,Stock Traders Daily Research,"('TWTR', '2019 q1')",0.9931149482727051
24161,VIAC,2019 q1,5020,0.6124282870955206,Mr. Thomas Kee,0.9475611931220106,male,Stock Traders Daily Research,"('VIAC', '2019 q1')",0.98051518201828
24162,ATVI,2019 q1,5020,0.383989153065788,Justin Post,0.1339918788918494,male,BofA Global Research,"('ATVI', '2019 q1')",0.0
24163,EA,2019 q1,5020,0.3633477476980542,Justin Post,0.1368273229588681,male,BofA Global Research,"('EA', '2019 q1')",0.0
24164,FB,2019 q1,5020,0.4034337312841516,Justin Post,0.0709425100697399,male,BofA Global Research,"('FB', '2019 q1')",0.0
24165,GOOGL,2019 q1,5020,0.5048793923650522,Justin Post,0.1232286335301156,male,BofA Global Research,"('GOOGL', '2019 q1')",0.0
24166,TTWO,2019 q1,5020,0.3815465529251618,Justin Post,0.1563955168477765,male,BofA Global Research,"('TTWO', '2019 q1')",0.0
24167,TWTR,2019 q1,5020,0.5365359556259951,Justin Post,0.1419135688798492,male,BofA Global Research,"('TWTR', '2019 q1')",0.0
24168,CHTR,2019 q1,5020,0.5456027090213349,Ms. Jessica J. Reif Ehrlich,0.2528928435808205,female,BofA Global Research,"('CHTR', '2019 q1')",0.0
24169,CMCSA,2019 q1,5020,0.650298346351153,Ms. Jessica J. Reif Ehrlich,0.1685665482094526,female,BofA Global Research,"('CMCSA', '2019 q1')",0.0
24170,DIS,2019 q1,5020,0.5466874167632493,Ms. Jessica J. Reif Ehrlich,0.3115743031382337,female,BofA Global Research,"('DIS', '2019 q1')",0.0
24171,DISH,2019 q1,5020,0.538016857477192,Ms. Jessica J. Reif Ehrlich,0.285847979238125,female,BofA Global Research,"('DISH', '2019 q1')",0.0
24172,FOX,2019 q1,5020,0.4773733346874254,Ms. Jessica J. Reif Ehrlich,0.3096071462171028,female,BofA Global Research,"('FOX', '2019 q1')",0.012374243699014187
24173,NWSA,2019 q1,5020,0.5941375712345396,Ms. Jessica J. Reif Ehrlich,0.3288340667700478,female,BofA Global Research,"('NWSA', '2019 q1')",0.0
24174,CHTR,2019 q1,5020,0.5456027090213349,"Ms. Marci L. Ryvicker, CFA",0.5160328190799277,female,Wolfe Research,"('CHTR', '2019 q1')",0.01936095580458641
24175,DIS,2019 q1,5020,0.5466874167632493,"Ms. Marci L. Ryvicker, CFA",0.2149828682571573,female,Wolfe Research,"('DIS', '2019 q1')",0.0
24176,DISH,2019 q1,5020,0.538016857477192,"Ms. Marci L. Ryvicker, CFA",0.4486724606042197,female,Wolfe Research,"('DISH', '2019 q1')",0.0
24177,VIAC,2019 q1,5020,0.6124282870955206,"Ms. Marci L. Ryvicker, CFA",0.5879249212117691,female,Wolfe Research,"('VIAC', '2019 q1')",0.03333333507180214
24178,CHTR,2019 q1,5020,0.5456027090213349,Greg P Miller,0.3253504825215726,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2019 q1')",0.0
24179,CMCSA,2019 q1,5020,0.650298346351153,Greg P Miller,0.2561387432687313,male,SunTrust Robinson Humphrey Capital Markets,"('CMCSA', '2019 q1')",0.0
24180,DISH,2019 q1,5020,0.538016857477192,Greg P Miller,0.3269295804148591,male,SunTrust Robinson Humphrey Capital Markets,"('DISH', '2019 q1')",0.0
24181,CHTR,2019 q1,5020,0.5456027090213349,"Tuna N. Amobi, CFA",0.7005073890183701,male,CFRA Equity Research,"('CHTR', '2019 q1')",0.0
24182,DIS,2019 q1,5020,0.5466874167632493,"Tuna N. Amobi, CFA",0.3530886685106292,male,CFRA Equity Research,"('DIS', '2019 q1')",0.0
24183,DISH,2019 q1,5020,0.538016857477192,"Tuna N. Amobi, CFA",0.5126401816415297,male,CFRA Equity Research,"('DISH', '2019 q1')",0.0
24184,IPG,2019 q1,5020,0.8818322896717709,"Tuna N. Amobi, CFA",0.8681637712167467,male,CFRA Equity Research,"('IPG', '2019 q1')",0.0
24185,LYV,2019 q1,5020,0.6819175933802145,"Tuna N. Amobi, CFA",0.5477877241397199,male,CFRA Equity Research,"('LYV', '2019 q1')",0.0
24186,NFLX,2019 q1,5020,0.4125395344906237,"Tuna N. Amobi, CFA",0.1845419920228855,male,CFRA Equity Research,"('NFLX', '2019 q1')",0.0
24187,NWSA,2019 q1,5020,0.5941375712345396,"Tuna N. Amobi, CFA",0.5537070820693643,male,CFRA Equity Research,"('NWSA', '2019 q1')",0.0
24188,OMC,2019 q1,5020,0.962381073048718,"Tuna N. Amobi, CFA",0.9357804747005052,male,CFRA Equity Research,"('OMC', '2019 q1')",0.0
24189,VIAC,2019 q1,5020,0.6124282870955206,"Tuna N. Amobi, CFA",0.3718355225600008,male,CFRA Equity Research,"('VIAC', '2019 q1')",0.0
24190,CHTR,2019 q1,5020,0.5456027090213349,"Benjamin D. Swinburne, CFA",0.3424558686391504,male,Morgan Stanley,"('CHTR', '2019 q1')",0.0
24191,CHTR,2019 q1,5020,0.5456027090213349,Michael McCormack,0.6499280939477672,male,Guggenheim Securities LLC,"('CHTR', '2019 q1')",0.0
24192,CMCSA,2019 q1,5020,0.650298346351153,Michael McCormack,0.5989750743263782,male,Guggenheim Securities LLC,"('CMCSA', '2019 q1')",0.0
24193,DISH,2019 q1,5020,0.538016857477192,Michael McCormack,0.6761259009615591,male,Guggenheim Securities LLC,"('DISH', '2019 q1')",0.0
24194,CHTR,2019 q1,5020,0.5456027090213349,Mr. Vijay Jayant,0.264155649169869,male,EVERCORE ISI,"('CHTR', '2019 q1')",0.0
24195,CMCSA,2019 q1,5020,0.650298346351153,Mr. Vijay Jayant,0.2460277299432907,male,EVERCORE ISI,"('CMCSA', '2019 q1')",0.01666666753590107
24196,DIS,2019 q1,5020,0.5466874167632493,Mr. Vijay Jayant,0.7372309070531772,male,EVERCORE ISI,"('DIS', '2019 q1')",0.03333333507180214
24197,DISCA,2019 q1,5020,0.2912890072042857,Mr. Vijay Jayant,0.2156818674020702,male,EVERCORE ISI,"('DISCA', '2019 q1')",0.0
24198,CHTR,2019 q1,5020,0.5456027090213349,Mr. Kutgun Maral,0.2341714710235687,male,RBC Capital Markets,"('CHTR', '2019 q1')",0.0
24199,DISH,2019 q1,5020,0.538016857477192,Mr. Kutgun Maral,0.2131629589532246,male,RBC Capital Markets,"('DISH', '2019 q1')",0.0
24200,CHTR,2019 q1,5020,0.5456027090213349,Kannan Venkateshwar,0.3493710092648019,male,Barclays,"('CHTR', '2019 q1')",0.0
24201,CMCSA,2019 q1,5020,0.650298346351153,Kannan Venkateshwar,0.6504688424732804,male,Barclays,"('CMCSA', '2019 q1')",0.0
24202,DISH,2019 q1,5020,0.538016857477192,Kannan Venkateshwar,0.2492161950169321,male,Barclays,"('DISH', '2019 q1')",0.0
24203,FOX,2019 q1,5020,0.4773733346874254,Kannan Venkateshwar,0.3143755604225404,male,Barclays,"('FOX', '2019 q1')",0.0
24204,CMCSA,2019 q1,5020,0.650298346351153,Mr. Steven Cahall,0.3497716532582761,male,RBC Capital Markets,"('CMCSA', '2019 q1')",0.0
24205,DIS,2019 q1,5020,0.5466874167632493,Mr. Steven Cahall,0.2263339570323999,male,RBC Capital Markets,"('DIS', '2019 q1')",0.0
24206,DISCA,2019 q1,5020,0.2912890072042857,Mr. Steven Cahall,0.1644451560522995,male,RBC Capital Markets,"('DISCA', '2019 q1')",0.0
24207,FOX,2019 q1,5020,0.4773733346874254,Mr. Steven Cahall,0.3258808298052505,male,RBC Capital Markets,"('FOX', '2019 q1')",0.03225836157798767
24208,IPG,2019 q1,5020,0.8818322896717709,Mr. Steven Cahall,0.773918076236919,male,RBC Capital Markets,"('IPG', '2019 q1')",0.013342122547328472
24209,VIAC,2019 q1,5020,0.6124282870955206,Mr. Steven Cahall,0.5879249212117691,male,RBC Capital Markets,"('VIAC', '2019 q1')",0.03333333507180214
24210,CMCSA,2019 q1,5020,0.650298346351153,Mr. Douglas D. Mitchelson,0.4087048854374303,male,Credit Suisse,"('CMCSA', '2019 q1')",0.0
24211,VIAC,2019 q1,5020,0.6124282870955206,Mr. Douglas D. Mitchelson,0.24773819266871,male,Credit Suisse,"('VIAC', '2019 q1')",0.0
24212,CMCSA,2019 q1,5020,0.650298346351153,"Jeff C. Fan, CFA",0.5136546186630032,male,Scotiabank GBM,"('CMCSA', '2019 q1')",0.0
24213,CMCSA,2019 q1,5020,0.650298346351153,"Mr. Michael Hodel, CFA",0.6316477800228583,male,"Morningstar, Inc.","('CMCSA', '2019 q1')",0.0
24214,DISH,2019 q1,5020,0.538016857477192,"Mr. Michael Hodel, CFA",0.7172168463238883,male,"Morningstar, Inc.","('DISH', '2019 q1')",0.0
24215,CMCSA,2019 q1,5020,0.650298346351153,SADIF Research,0.97806778961554,Not a person,Sadif Analytics Prime,"('CMCSA', '2019 q1')",0.9482037425041199
24216,TWTR,2019 q1,5020,0.5365359556259951,SADIF Research,0.9629143988061668,Not a person,Sadif Analytics Prime,"('TWTR', '2019 q1')",0.938165545463562
24217,CMCSA,2019 q1,5020,0.650298346351153,"Gregory Williams, CFA",0.1817828827026436,male,Cowen and Company,"('CMCSA', '2019 q1')",0.0
24218,CMCSA,2019 q1,5020,0.650298346351153,Mr. Jeff D. Wlodarczak,0.3522749976752294,male,Pivotal Research Group,"('CMCSA', '2019 q1')",0.0
24219,NFLX,2019 q1,5020,0.4125395344906237,Mr. Jeff D. Wlodarczak,0.1434889002562096,male,Pivotal Research Group,"('NFLX', '2019 q1')",0.011911075562238693
24220,DIS,2019 q1,5020,0.5466874167632493,Mr. David W. Miller,0.2031943800527146,male,"Imperial Capital, LLC","('DIS', '2019 q1')",0.01666666753590107
24221,DISCA,2019 q1,5020,0.2912890072042857,Mr. David W. Miller,0.1326778193872591,male,"Imperial Capital, LLC","('DISCA', '2019 q1')",0.0
24222,NFLX,2019 q1,5020,0.4125395344906237,Mr. David W. Miller,0.1299902225783409,male,"Imperial Capital, LLC","('NFLX', '2019 q1')",0.0
24223,VIAC,2019 q1,5020,0.6124282870955206,Mr. David W. Miller,0.2124282572043629,male,"Imperial Capital, LLC","('VIAC', '2019 q1')",0.0042139701545238495
24224,DISCA,2019 q1,5020,0.2912890072042857,Mr. Jason A. Wangler,0.159902156167685,male,"Imperial Capital, LLC","('DISCA', '2019 q1')",0.0
24225,EA,2019 q1,5020,0.3633477476980542,"Mr. Ralph E. Schackart, CFA",0.104762299822751,male,William Blair & Company,"('EA', '2019 q1')",0.0
24226,NFLX,2019 q1,5020,0.4125395344906237,"Mr. Ralph E. Schackart, CFA",0.1024643190410349,male,William Blair & Company,"('NFLX', '2019 q1')",0.0
24227,FB,2019 q1,5020,0.4034337312841516,"Mr. Shyam Patil, CFA",0.2557683111665456,male,Susquehanna Financial Group LLLP,"('FB', '2019 q1')",0.0
24228,GOOGL,2019 q1,5020,0.5048793923650522,"Mr. Shyam Patil, CFA",0.2236482698627709,male,Susquehanna Financial Group LLLP,"('GOOGL', '2019 q1')",0.0
24229,TWTR,2019 q1,5020,0.5365359556259951,"Mr. Shyam Patil, CFA",0.2871615972473955,male,Susquehanna Financial Group LLLP,"('TWTR', '2019 q1')",0.0
24230,FB,2019 q1,5020,0.4034337312841516,Mr. Ross Sandler,0.1942335722063755,male,Barclays,"('FB', '2019 q1')",0.011154569685459137
24231,GOOGL,2019 q1,5020,0.5048793923650522,Mr. Ross Sandler,0.2820751223486948,male,Barclays,"('GOOGL', '2019 q1')",0.0
24232,FB,2019 q1,5020,0.4034337312841516,"Mr. Michael Morris, CFA",0.1718721109574289,male,Guggenheim Securities LLC,"('FB', '2019 q1')",0.008486488834023476
24233,GOOGL,2019 q1,5020,0.5048793923650522,"Mr. Michael Morris, CFA",0.1927384583701564,male,Guggenheim Securities LLC,"('GOOGL', '2019 q1')",0.0
24234,NFLX,2019 q1,5020,0.4125395344906237,"Mr. Michael Morris, CFA",0.3071427809258047,male,Guggenheim Securities LLC,"('NFLX', '2019 q1')",0.0
24235,NWSA,2019 q1,5020,0.5941375712345396,"Mr. Michael Morris, CFA",0.3962638709925965,male,Guggenheim Securities LLC,"('NWSA', '2019 q1')",0.0
24236,FB,2019 q1,5020,0.4034337312841516,Mr. Simon T. Baker,0.1186653222367907,male,Societe Generale,"('FB', '2019 q1')",0.0
24237,VIAC,2019 q1,5020,0.6124282870955206,Mr. Simon T. Baker,0.7054969953828959,male,Societe Generale,"('VIAC', '2019 q1')",0.0
24238,FB,2019 q1,5020,0.4034337312841516,William Kerr,0.0988717652812638,male,Cowen and Company,"('FB', '2019 q1')",0.0
24239,FB,2019 q1,5020,0.4034337312841516,Mr. Brent J. Thill,0.0651106703616156,male,Jefferies,"('FB', '2019 q1')",0.0
24240,GOOGL,2019 q1,5020,0.5048793923650522,Mr. Brent J. Thill,0.2561251372796812,male,Jefferies,"('GOOGL', '2019 q1')",0.0
24241,FB,2019 q1,5020,0.4034337312841516,Mr. Ali Mogharabi,0.270747460715624,male,"Morningstar, Inc.","('FB', '2019 q1')",0.0
24242,GOOGL,2019 q1,5020,0.5048793923650522,Mr. Ali Mogharabi,0.3854666917590128,male,"Morningstar, Inc.","('GOOGL', '2019 q1')",0.011111111690600714
24243,IPG,2019 q1,5020,0.8818322896717709,Mr. Ali Mogharabi,0.8420640487306146,male,"Morningstar, Inc.","('IPG', '2019 q1')",0.0
24244,OMC,2019 q1,5020,0.962381073048718,Mr. Ali Mogharabi,0.9357804747005052,male,"Morningstar, Inc.","('OMC', '2019 q1')",0.0
24245,TWTR,2019 q1,5020,0.5365359556259951,Mr. Ali Mogharabi,0.4538530213460403,male,"Morningstar, Inc.","('TWTR', '2019 q1')",0.0
24246,FB,2019 q1,5020,0.4034337312841516,"Mr. Ronald V. Josey, III",0.0851176268765198,male,JMP Securities,"('FB', '2019 q1')",0.0
24247,FB,2019 q1,5020,0.4034337312841516,Lloyd Walmsley,0.0788288902550694,male,Deutsche Bank,"('FB', '2019 q1')",0.0
24248,GOOGL,2019 q1,5020,0.5048793923650522,Lloyd Walmsley,0.1267349120364291,male,Deutsche Bank,"('GOOGL', '2019 q1')",0.0
24249,TWTR,2019 q1,5020,0.5365359556259951,Lloyd Walmsley,0.7869643759200895,male,Deutsche Bank,"('TWTR', '2019 q1')",0.0
24250,FB,2019 q1,5020,0.4034337312841516,"Mr. Anthony J. DiClemente, Jr",0.2057176839986366,male,EVERCORE ISI,"('FB', '2019 q1')",0.0
24251,GOOGL,2019 q1,5020,0.5048793923650522,"Mr. Anthony J. DiClemente, Jr",0.179661497834027,male,EVERCORE ISI,"('GOOGL', '2019 q1')",0.0
24252,NFLX,2019 q1,5020,0.4125395344906237,"Mr. Anthony J. DiClemente, Jr",0.4443556411145931,male,EVERCORE ISI,"('NFLX', '2019 q1')",0.0
24253,TWTR,2019 q1,5020,0.5365359556259951,"Mr. Anthony J. DiClemente, Jr",0.3833785982008565,male,EVERCORE ISI,"('TWTR', '2019 q1')",0.012243207544088364
24254,FB,2019 q1,5020,0.4034337312841516,"Ms. Maria Ripps, CFA, CFA",0.1782387965642968,female,Canaccord Genuity,"('FB', '2019 q1')",0.0
24255,GOOGL,2019 q1,5020,0.5048793923650522,"Ms. Maria Ripps, CFA, CFA",0.119499050855471,female,Canaccord Genuity,"('GOOGL', '2019 q1')",0.0
24256,FB,2019 q1,5020,0.4034337312841516,Ms. Shejal Ajmera,0.4833674938117713,female,Crispidea,"('FB', '2019 q1')",0.0
24257,FB,2019 q1,5020,0.4034337312841516,"Shebly Seyrafi, CFA",0.7272637785421594,male,FBN Securities,"('FB', '2019 q1')",0.03333333507180214
24258,FB,2019 q1,5020,0.4034337312841516,Mr. Mark S. Mahaney,0.0537437309453867,male,RBC Capital Markets,"('FB', '2019 q1')",0.0
24259,NFLX,2019 q1,5020,0.4125395344906237,Mr. Mark S. Mahaney,0.121306838180617,male,RBC Capital Markets,"('NFLX', '2019 q1')",0.0
24260,TWTR,2019 q1,5020,0.5365359556259951,Mr. Mark S. Mahaney,0.0832781761971006,male,RBC Capital Markets,"('TWTR', '2019 q1')",0.0
24261,FB,2019 q1,5020,0.4034337312841516,Mr. Chaim Siegel,0.7496594939038075,male,Elazar Advisors,"('FB', '2019 q1')",0.09462088346481323
24262,FB,2019 q1,5020,0.4034337312841516,Mr. Robert Sanderson,0.1626960259545981,male,MKM Partners,"('FB', '2019 q1')",0.0
24263,FB,2019 q1,5020,0.4034337312841516,Mr. Youssef H. Squali,0.0778515457313726,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2019 q1')",0.0
24264,TWTR,2019 q1,5020,0.5365359556259951,Mr. Youssef H. Squali,0.1027176921931091,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2019 q1')",0.012499406933784485
24265,GOOGL,2019 q1,5020,0.5048793923650522,Mr. Christopher A. Jacobson,0.9651796279320224,male,Susquehanna Financial Group LLLP,"('GOOGL', '2019 q1')",0.04393486678600311
24266,GOOGL,2019 q1,5020,0.5048793923650522,Mr. Ravindra kulkarni,0.4795540618466665,male,Crispidea,"('GOOGL', '2019 q1')",0.0
24267,GOOGL,2019 q1,5020,0.5048793923650522,Mr. Christophe Cherblanc,0.3267459535195609,male,Societe Generale,"('GOOGL', '2019 q1')",0.0
24268,NFLX,2019 q1,5020,0.4125395344906237,Mr. Christophe Cherblanc,0.2619856430829477,male,Societe Generale,"('NFLX', '2019 q1')",0.0
24269,IPG,2019 q1,5020,0.8818322896717709,"Mr. Brian W. Wieser, CFA",0.7336922193815723,male,Pivotal Research Group,"('IPG', '2019 q1')",0.0
24270,LYV,2019 q1,5020,0.6819175933802145,Mr. John Healy,0.4214582377377519,male,Northcoast Research,"('LYV', '2019 q1')",0.0
24271,LYV,2019 q1,5020,0.6819175933802145,Mr. Curry Baker,0.6128916250730415,male,Guggenheim Securities LLC,"('LYV', '2019 q1')",0.0
24272,NFLX,2019 q1,5020,0.4125395344906237,Mr. Nat H. Schindler,0.1377220392497862,male,BofA Global Research,"('NFLX', '2019 q1')",0.01666666753590107
24273,NFLX,2019 q1,5020,0.4125395344906237,"Mr. Michael Graham, CFA",0.3102415490036876,male,Canaccord Genuity,"('NFLX', '2019 q1')",0.02307780086994171
24274,NFLX,2019 q1,5020,0.4125395344906237,Hr. Jonathan Schroer,0.2504474289484735,male,UniCredit Research,"('NFLX', '2019 q1')",0.0
24275,NFLX,2019 q1,5020,0.4125395344906237,Mr. Jason S. Helfstein,0.1426046840247571,male,"Oppenheimer & Co., Inc.","('NFLX', '2019 q1')",0.0
24276,TWTR,2019 q1,5020,0.5365359556259951,Mr. Jason S. Helfstein,0.1055008692726118,male,"Oppenheimer & Co., Inc.","('TWTR', '2019 q1')",0.0
24277,NWSA,2019 q1,5020,0.5941375712345396,Mr. Brian Han,0.5211622739230337,male,"Morningstar, Inc.","('NWSA', '2019 q1')",0.013333334028720856
24278,NWSA,2019 q1,5020,0.5941375712345396,Joshua Norman,0.689045600279708,male,Saibus Research,"('NWSA', '2019 q1')",0.03333333507180214
24279,NWSA,2019 q1,5020,0.5941375712345396,Mr. Entcho Raykovski,0.5207447830717234,male,Credit Suisse,"('NWSA', '2019 q1')",0.0
24280,TTWO,2019 q1,5020,0.3815465529251618,Gerrick L. Johnson,0.0919487159932949,male,BMO Capital Markets,"('TTWO', '2019 q1')",0.0
24281,TWTR,2019 q1,5020,0.5365359556259951,Doug Anmuth,0.0998585227252,male,JPMorgan,"('TWTR', '2019 q1')",0.0
24282,TWTR,2019 q1,5020,0.5365359556259951,Mr. Jonathan Kees,0.1316885588730336,male,Summit Insights Group,"('TWTR', '2019 q1')",0.020418351516127586
24283,TWTR,2019 q1,5020,0.5365359556259951,Richard Greenfield,0.1720817222640562,male,BTIG,"('TWTR', '2019 q1')",0.0
24284,VIAC,2019 q1,5020,0.6124282870955206,Mr. Kyle W. Evans,0.3399193472633444,male,Stephens Inc.,"('VIAC', '2019 q1')",0.023722555488348007
24285,VIAC,2019 q1,5020,0.6124282870955206,"Mr. James C. Goss, CFA",0.6532735771009771,male,Barrington Research Associates,"('VIAC', '2019 q1')",0.0
24286,VIAC,2019 q1,5020,0.6124282870955206,Mr. Jeffrey B. Logsdon,0.2797922009697888,male,"JBL Advisors, LLC","('VIAC', '2019 q1')",0.10864151269197464
24287,VIAC,2019 q1,5020,0.6124282870955206,"Mr. Daniel L. Kurnos, CFA",0.252909667586714,male,The Benchmark Company LLC,"('VIAC', '2019 q1')",0.0
24288,ATVI,2019 q2,5020,0.3231306687651188,"Mr. Doug Creutz, CFA",0.069499842485605,male,Cowen and Company,"('ATVI', '2019 q2')",0.0
24289,DIS,2019 q2,5020,0.3266361350740676,"Mr. Doug Creutz, CFA",0.0608358879241103,male,Cowen and Company,"('DIS', '2019 q2')",0.0
24290,DISCA,2019 q2,5020,0.4674369217687784,"Mr. Doug Creutz, CFA",0.1439858935378649,male,Cowen and Company,"('DISCA', '2019 q2')",0.0
24291,EA,2019 q2,5020,0.3443021433561124,"Mr. Doug Creutz, CFA",0.0953119405587109,male,Cowen and Company,"('EA', '2019 q2')",0.0
24292,TTWO,2019 q2,5020,0.3129142018008287,"Mr. Doug Creutz, CFA",0.1451088002912174,male,Cowen and Company,"('TTWO', '2019 q2')",0.0
24293,VIAC,2019 q2,5020,0.4036708866208237,"Mr. Doug Creutz, CFA",0.0856724973772891,male,Cowen and Company,"('VIAC', '2019 q2')",0.0
24294,ATVI,2019 q2,5020,0.3231306687651188,Mr. Scott H. Kessler,0.2052660454421095,male,CFRA Equity Research,"('ATVI', '2019 q2')",0.014048698358237743
24295,EA,2019 q2,5020,0.3443021433561124,Mr. Scott H. Kessler,0.3590078030546818,male,CFRA Equity Research,"('EA', '2019 q2')",0.0
24296,FB,2019 q2,5020,0.4183190903672922,Mr. Scott H. Kessler,0.4491327719358139,male,CFRA Equity Research,"('FB', '2019 q2')",0.0
24297,TTWO,2019 q2,5020,0.3129142018008287,Mr. Scott H. Kessler,0.3670290519238111,male,CFRA Equity Research,"('TTWO', '2019 q2')",0.0
24298,TWTR,2019 q2,5020,0.3840354977803381,Mr. Scott H. Kessler,0.627636877322667,male,CFRA Equity Research,"('TWTR', '2019 q2')",0.0
24299,ATVI,2019 q2,5020,0.3231306687651188,"Mr. Brian T. Nowak, CFA",0.172523687026951,male,Morgan Stanley,"('ATVI', '2019 q2')",0.0
24300,EA,2019 q2,5020,0.3443021433561124,"Mr. Brian T. Nowak, CFA",0.0989412529210656,male,Morgan Stanley,"('EA', '2019 q2')",0.021906889975070953
24301,FB,2019 q2,5020,0.4183190903672922,"Mr. Brian T. Nowak, CFA",0.1897990574540141,male,Morgan Stanley,"('FB', '2019 q2')",0.0
24302,GOOGL,2019 q2,5020,0.4191964861302771,"Mr. Brian T. Nowak, CFA",0.2082807688629541,male,Morgan Stanley,"('GOOGL', '2019 q2')",0.0
24303,TTWO,2019 q2,5020,0.3129142018008287,"Mr. Brian T. Nowak, CFA",0.1039238719590553,male,Morgan Stanley,"('TTWO', '2019 q2')",0.0
24304,TWTR,2019 q2,5020,0.3840354977803381,"Mr. Brian T. Nowak, CFA",0.2332388945356688,male,Morgan Stanley,"('TWTR', '2019 q2')",0.0
24305,ATVI,2019 q2,5020,0.3231306687651188,Michael J. Olson,0.0605211230851705,male,Piper Sandler Companies,"('ATVI', '2019 q2')",0.01666666753590107
24306,ATVI,2019 q2,5020,0.3231306687651188,Mr. Stephen D. Ju,0.3164082151404201,male,Credit Suisse,"('ATVI', '2019 q2')",0.0
24307,EA,2019 q2,5020,0.3443021433561124,Mr. Stephen D. Ju,0.2779805447002586,male,Credit Suisse,"('EA', '2019 q2')",0.00883008074015379
24308,FB,2019 q2,5020,0.4183190903672922,Mr. Stephen D. Ju,0.1217002685395588,male,Credit Suisse,"('FB', '2019 q2')",0.008863918483257294
24309,GOOGL,2019 q2,5020,0.4191964861302771,Mr. Stephen D. Ju,0.1153612351746118,male,Credit Suisse,"('GOOGL', '2019 q2')",0.0
24310,TTWO,2019 q2,5020,0.3129142018008287,Mr. Stephen D. Ju,0.4792481004573016,male,Credit Suisse,"('TTWO', '2019 q2')",0.0
24311,ATVI,2019 q2,5020,0.3231306687651188,"Mr. Matthew C. Thornton, CFA",0.0804548820105125,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2019 q2')",0.06529009342193604
24312,ATVI,2019 q2,5020,0.3231306687651188,Mr. Andrew P. Uerkwitz,0.0640926836050951,male,"Oppenheimer & Co., Inc.","('ATVI', '2019 q2')",0.0
24313,EA,2019 q2,5020,0.3443021433561124,Mr. Andrew P. Uerkwitz,0.0704677630195085,male,"Oppenheimer & Co., Inc.","('EA', '2019 q2')",0.0
24314,ATVI,2019 q2,5020,0.3231306687651188,"Mr. Edward M. Woo, CFA",0.1535260367638731,male,Ascendiant Capital Markets,"('ATVI', '2019 q2')",0.0
24315,EA,2019 q2,5020,0.3443021433561124,"Mr. Edward M. Woo, CFA",0.3354056741899313,male,Ascendiant Capital Markets,"('EA', '2019 q2')",0.0
24316,TTWO,2019 q2,5020,0.3129142018008287,"Mr. Edward M. Woo, CFA",0.3087202429375483,male,Ascendiant Capital Markets,"('TTWO', '2019 q2')",0.0
24317,ATVI,2019 q2,5020,0.3231306687651188,John Freeman,0.2092927711355549,male,CFRA Equity Research,"('ATVI', '2019 q2')",0.01219784002751112
24318,EA,2019 q2,5020,0.3443021433561124,John Freeman,0.355562211604448,male,CFRA Equity Research,"('EA', '2019 q2')",0.0
24319,ATVI,2019 q2,5020,0.3231306687651188,Mr. Ryan Gee,0.2500008648395325,male,Barclays,"('ATVI', '2019 q2')",0.0
24320,EA,2019 q2,5020,0.3443021433561124,Mr. Ryan Gee,0.1211841012892104,male,Barclays,"('EA', '2019 q2')",0.0
24321,TTWO,2019 q2,5020,0.3129142018008287,Mr. Ryan Gee,0.1524722237068322,male,Barclays,"('TTWO', '2019 q2')",0.010625965893268585
24322,ATVI,2019 q2,5020,0.3231306687651188,"Mr. Neil K. Macker, CFA",0.766997481547624,male,"Morningstar, Inc.","('ATVI', '2019 q2')",0.0
24323,DIS,2019 q2,5020,0.3266361350740676,"Mr. Neil K. Macker, CFA",0.2684927691958388,male,"Morningstar, Inc.","('DIS', '2019 q2')",0.0
24324,DISCA,2019 q2,5020,0.4674369217687784,"Mr. Neil K. Macker, CFA",0.440202255306851,male,"Morningstar, Inc.","('DISCA', '2019 q2')",0.0
24325,EA,2019 q2,5020,0.3443021433561124,"Mr. Neil K. Macker, CFA",0.7002335510787554,male,"Morningstar, Inc.","('EA', '2019 q2')",0.0
24326,FOX,2019 q2,5020,0.507009857468417,"Mr. Neil K. Macker, CFA",0.6673631014997209,male,"Morningstar, Inc.","('FOX', '2019 q2')",0.0
24327,LYV,2019 q2,5020,0.3767396738964587,"Mr. Neil K. Macker, CFA",0.4402420770564086,male,"Morningstar, Inc.","('LYV', '2019 q2')",0.0
24328,NFLX,2019 q2,5020,0.4536736043185948,"Mr. Neil K. Macker, CFA",0.6986952302545618,male,"Morningstar, Inc.","('NFLX', '2019 q2')",0.0
24329,TTWO,2019 q2,5020,0.3129142018008287,"Mr. Neil K. Macker, CFA",0.2930537556827686,male,"Morningstar, Inc.","('TTWO', '2019 q2')",0.0
24330,VIAC,2019 q2,5020,0.4036708866208237,"Mr. Neil K. Macker, CFA",0.6707893063923472,male,"Morningstar, Inc.","('VIAC', '2019 q2')",0.0
24331,ATVI,2019 q2,5020,0.3231306687651188,Justin Post,0.1161087719788585,male,BofA Global Research,"('ATVI', '2019 q2')",0.0
24332,EA,2019 q2,5020,0.3443021433561124,Justin Post,0.1113806119949281,male,BofA Global Research,"('EA', '2019 q2')",0.0
24333,FB,2019 q2,5020,0.4183190903672922,Justin Post,0.0940980735478312,male,BofA Global Research,"('FB', '2019 q2')",0.0
24334,GOOGL,2019 q2,5020,0.4191964861302771,Justin Post,0.7115046753646808,male,BofA Global Research,"('GOOGL', '2019 q2')",0.03333333507180214
24335,TTWO,2019 q2,5020,0.3129142018008287,Justin Post,0.1091219558523806,male,BofA Global Research,"('TTWO', '2019 q2')",0.0
24336,TWTR,2019 q2,5020,0.3840354977803381,Justin Post,0.1093163527507494,male,BofA Global Research,"('TWTR', '2019 q2')",0.02498415857553482
24337,ATVI,2019 q2,5020,0.3231306687651188,Mr. Jeff Cohen,0.1137889781660513,male,Stephens Inc.,"('ATVI', '2019 q2')",0.03975660540163517
24338,TTWO,2019 q2,5020,0.3129142018008287,Mr. Jeff Cohen,0.1466245499839542,male,Stephens Inc.,"('TTWO', '2019 q2')",0.0
24339,ATVI,2019 q2,5020,0.3231306687651188,Mr. Bryan D. Kraft,0.3432340440460492,male,Deutsche Bank,"('ATVI', '2019 q2')",0.0
24340,CHTR,2019 q2,5020,0.5911092957583378,Mr. Bryan D. Kraft,0.3277541123333407,male,Deutsche Bank,"('CHTR', '2019 q2')",0.0
24341,CMCSA,2019 q2,5020,0.3462794239002557,Mr. Bryan D. Kraft,0.2815366515104191,male,Deutsche Bank,"('CMCSA', '2019 q2')",0.0
24342,DISCA,2019 q2,5020,0.4674369217687784,Mr. Bryan D. Kraft,0.2126367482695209,male,Deutsche Bank,"('DISCA', '2019 q2')",0.0
24343,DISH,2019 q2,5020,0.3838445195948807,Mr. Bryan D. Kraft,0.2074454428226782,male,Deutsche Bank,"('DISH', '2019 q2')",0.0
24344,EA,2019 q2,5020,0.3443021433561124,Mr. Bryan D. Kraft,0.109371274151876,male,Deutsche Bank,"('EA', '2019 q2')",0.0
24345,NFLX,2019 q2,5020,0.4536736043185948,Mr. Bryan D. Kraft,0.13712564563978,male,Deutsche Bank,"('NFLX', '2019 q2')",0.0
24346,VIAC,2019 q2,5020,0.4036708866208237,Mr. Bryan D. Kraft,0.1453040115820114,male,Deutsche Bank,"('VIAC', '2019 q2')",0.0
24347,ATVI,2019 q2,5020,0.3231306687651188,Michael H. Pachter,0.1280030651283737,male,Wedbush Securities Inc.,"('ATVI', '2019 q2')",0.0
24348,FB,2019 q2,5020,0.4183190903672922,Michael H. Pachter,0.1332154365098874,male,Wedbush Securities Inc.,"('FB', '2019 q2')",0.0
24349,GOOGL,2019 q2,5020,0.4191964861302771,Michael H. Pachter,0.1477830299489873,male,Wedbush Securities Inc.,"('GOOGL', '2019 q2')",0.0
24350,TTWO,2019 q2,5020,0.3129142018008287,Michael H. Pachter,0.1105107815603485,male,Wedbush Securities Inc.,"('TTWO', '2019 q2')",0.01892770454287529
24351,TWTR,2019 q2,5020,0.3840354977803381,Michael H. Pachter,0.1293791002283963,male,Wedbush Securities Inc.,"('TWTR', '2019 q2')",0.0
24352,CHTR,2019 q2,5020,0.5911092957583378,"Timothy K. Horan, CFA",0.2870548064634329,male,"Oppenheimer & Co., Inc.","('CHTR', '2019 q2')",0.0
24353,CHTR,2019 q2,5020,0.5911092957583378,"Mr. Michael Hodel, CFA",0.8321217838395917,male,"Morningstar, Inc.","('CHTR', '2019 q2')",0.0
24354,CMCSA,2019 q2,5020,0.3462794239002557,"Mr. Michael Hodel, CFA",0.4813555794112588,male,"Morningstar, Inc.","('CMCSA', '2019 q2')",0.0
24355,DISH,2019 q2,5020,0.3838445195948807,"Mr. Michael Hodel, CFA",0.441840595618402,male,"Morningstar, Inc.","('DISH', '2019 q2')",0.0
24356,CHTR,2019 q2,5020,0.5911092957583378,Michael McCormack,0.5698014491316434,male,Guggenheim Securities LLC,"('CHTR', '2019 q2')",0.0
24357,CMCSA,2019 q2,5020,0.3462794239002557,Michael McCormack,0.1429792289604734,male,Guggenheim Securities LLC,"('CMCSA', '2019 q2')",0.0
24358,DISH,2019 q2,5020,0.3838445195948807,Michael McCormack,0.1896073624252587,male,Guggenheim Securities LLC,"('DISH', '2019 q2')",0.0
24359,CHTR,2019 q2,5020,0.5911092957583378,Ms. Jessica J. Reif Ehrlich,0.2397578568604748,female,BofA Global Research,"('CHTR', '2019 q2')",0.0
24360,CMCSA,2019 q2,5020,0.3462794239002557,Ms. Jessica J. Reif Ehrlich,0.1611344251753007,female,BofA Global Research,"('CMCSA', '2019 q2')",0.0
24361,DIS,2019 q2,5020,0.3266361350740676,Ms. Jessica J. Reif Ehrlich,0.146153727807484,female,BofA Global Research,"('DIS', '2019 q2')",0.0
24362,DISCA,2019 q2,5020,0.4674369217687784,Ms. Jessica J. Reif Ehrlich,0.239273356748495,female,BofA Global Research,"('DISCA', '2019 q2')",0.0
24363,DISH,2019 q2,5020,0.3838445195948807,Ms. Jessica J. Reif Ehrlich,0.2726040715364202,female,BofA Global Research,"('DISH', '2019 q2')",0.0
24364,FOX,2019 q2,5020,0.507009857468417,Ms. Jessica J. Reif Ehrlich,0.2945658945613684,female,BofA Global Research,"('FOX', '2019 q2')",0.0
24365,NWSA,2019 q2,5020,0.5659541006989695,Ms. Jessica J. Reif Ehrlich,0.3493276260680754,female,BofA Global Research,"('NWSA', '2019 q2')",0.0
24366,VIAC,2019 q2,5020,0.4036708866208237,Ms. Jessica J. Reif Ehrlich,0.1870398400590441,female,BofA Global Research,"('VIAC', '2019 q2')",0.01666666753590107
24367,CHTR,2019 q2,5020,0.5911092957583378,"Tuna N. Amobi, CFA",0.6706696202371244,male,CFRA Equity Research,"('CHTR', '2019 q2')",0.0
24368,DIS,2019 q2,5020,0.3266361350740676,"Tuna N. Amobi, CFA",0.2820637878414256,male,CFRA Equity Research,"('DIS', '2019 q2')",0.0
24369,DISH,2019 q2,5020,0.3838445195948807,"Tuna N. Amobi, CFA",0.4682083385565087,male,CFRA Equity Research,"('DISH', '2019 q2')",0.0
24370,IPG,2019 q2,5020,0.8751923671611075,"Tuna N. Amobi, CFA",0.8616791304828352,male,CFRA Equity Research,"('IPG', '2019 q2')",0.0
24371,LYV,2019 q2,5020,0.3767396738964587,"Tuna N. Amobi, CFA",0.4045471917694905,male,CFRA Equity Research,"('LYV', '2019 q2')",0.0
24372,NFLX,2019 q2,5020,0.4536736043185948,"Tuna N. Amobi, CFA",0.2655444413513547,male,CFRA Equity Research,"('NFLX', '2019 q2')",0.0
24373,NWSA,2019 q2,5020,0.5659541006989695,"Tuna N. Amobi, CFA",0.556184607694944,male,CFRA Equity Research,"('NWSA', '2019 q2')",0.0
24374,OMC,2019 q2,5020,0.772966970950122,"Tuna N. Amobi, CFA",0.8794146562178742,male,CFRA Equity Research,"('OMC', '2019 q2')",0.0
24375,VIAC,2019 q2,5020,0.4036708866208237,"Tuna N. Amobi, CFA",0.3450393156038804,male,CFRA Equity Research,"('VIAC', '2019 q2')",0.0
24376,CHTR,2019 q2,5020,0.5911092957583378,Mr. Michael V. Pace,0.2704886838213582,male,JPMorgan Econ & FI,"('CHTR', '2019 q2')",0.0
24377,DISH,2019 q2,5020,0.3838445195948807,Mr. Michael V. Pace,0.2306591734400178,male,JPMorgan Econ & FI,"('DISH', '2019 q2')",0.0
24378,CHTR,2019 q2,5020,0.5911092957583378,"Benjamin D. Swinburne, CFA",0.4579146983319677,male,Morgan Stanley,"('CHTR', '2019 q2')",0.0
24379,CMCSA,2019 q2,5020,0.3462794239002557,"Benjamin D. Swinburne, CFA",0.1696941521722484,male,Morgan Stanley,"('CMCSA', '2019 q2')",0.0
24380,DIS,2019 q2,5020,0.3266361350740676,"Benjamin D. Swinburne, CFA",0.0994104857403372,male,Morgan Stanley,"('DIS', '2019 q2')",0.0
24381,DISCA,2019 q2,5020,0.4674369217687784,"Benjamin D. Swinburne, CFA",0.1885713635345434,male,Morgan Stanley,"('DISCA', '2019 q2')",0.0
24382,FOX,2019 q2,5020,0.507009857468417,"Benjamin D. Swinburne, CFA",0.3978574045483393,male,Morgan Stanley,"('FOX', '2019 q2')",0.0
24383,IPG,2019 q2,5020,0.8751923671611075,"Benjamin D. Swinburne, CFA",0.8519193940584522,male,Morgan Stanley,"('IPG', '2019 q2')",0.0
24384,NFLX,2019 q2,5020,0.4536736043185948,"Benjamin D. Swinburne, CFA",0.2731577852012595,male,Morgan Stanley,"('NFLX', '2019 q2')",0.0
24385,VIAC,2019 q2,5020,0.4036708866208237,"Benjamin D. Swinburne, CFA",0.3706416685056971,male,Morgan Stanley,"('VIAC', '2019 q2')",0.0
24386,CHTR,2019 q2,5020,0.5911092957583378,"Ms. Marci L. Ryvicker, CFA",0.403695775517364,female,Wolfe Research,"('CHTR', '2019 q2')",0.0
24387,CMCSA,2019 q2,5020,0.3462794239002557,"Ms. Marci L. Ryvicker, CFA",0.3333194841453996,female,Wolfe Research,"('CMCSA', '2019 q2')",0.012422094121575356
24388,DIS,2019 q2,5020,0.3266361350740676,"Ms. Marci L. Ryvicker, CFA",0.096774438953987,female,Wolfe Research,"('DIS', '2019 q2')",0.0
24389,DISCA,2019 q2,5020,0.4674369217687784,"Ms. Marci L. Ryvicker, CFA",0.3597037422745119,female,Wolfe Research,"('DISCA', '2019 q2')",0.01531671965494752
24390,DISH,2019 q2,5020,0.3838445195948807,"Ms. Marci L. Ryvicker, CFA",0.2847370406265755,female,Wolfe Research,"('DISH', '2019 q2')",0.0
24391,FOX,2019 q2,5020,0.507009857468417,"Ms. Marci L. Ryvicker, CFA",0.408080159310126,female,Wolfe Research,"('FOX', '2019 q2')",0.010602164703110853
24392,NFLX,2019 q2,5020,0.4536736043185948,"Ms. Marci L. Ryvicker, CFA",0.2460187350907581,female,Wolfe Research,"('NFLX', '2019 q2')",0.0
24393,VIAC,2019 q2,5020,0.4036708866208237,"Ms. Marci L. Ryvicker, CFA",0.2008091902270778,female,Wolfe Research,"('VIAC', '2019 q2')",0.0
24394,CHTR,2019 q2,5020,0.5911092957583378,Greg P Miller,0.4136465468855932,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2019 q2')",0.0
24395,CMCSA,2019 q2,5020,0.3462794239002557,Greg P Miller,0.1377071155417409,male,SunTrust Robinson Humphrey Capital Markets,"('CMCSA', '2019 q2')",0.0
24396,DISH,2019 q2,5020,0.3838445195948807,Greg P Miller,0.2179707811302554,male,SunTrust Robinson Humphrey Capital Markets,"('DISH', '2019 q2')",0.0
24397,CMCSA,2019 q2,5020,0.3462794239002557,Mr. Jeff D. Wlodarczak,0.1813673104395038,male,Pivotal Research Group,"('CMCSA', '2019 q2')",0.0026071674656122923
24398,DISH,2019 q2,5020,0.3838445195948807,Mr. Jeff D. Wlodarczak,0.1788636932722035,male,Pivotal Research Group,"('DISH', '2019 q2')",0.0
24399,CMCSA,2019 q2,5020,0.3462794239002557,"Jeff C. Fan, CFA",0.2141954644472572,male,Scotiabank GBM,"('CMCSA', '2019 q2')",0.0
24400,CMCSA,2019 q2,5020,0.3462794239002557,Kannan Venkateshwar,0.3736260113787081,male,Barclays,"('CMCSA', '2019 q2')",0.0
24401,DIS,2019 q2,5020,0.3266361350740676,Kannan Venkateshwar,0.0913246708236718,male,Barclays,"('DIS', '2019 q2')",0.0
24402,CMCSA,2019 q2,5020,0.3462794239002557,"Gregory Williams, CFA",0.0986185343117753,male,Cowen and Company,"('CMCSA', '2019 q2')",0.0
24403,DIS,2019 q2,5020,0.3266361350740676,Mr. Douglas D. Mitchelson,0.2031533599468286,male,Credit Suisse,"('DIS', '2019 q2')",0.019325267523527145
24404,DISCA,2019 q2,5020,0.4674369217687784,Mr. Douglas D. Mitchelson,0.3713240832436886,male,Credit Suisse,"('DISCA', '2019 q2')",0.0
24405,DIS,2019 q2,5020,0.3266361350740676,SADIF Research,0.9764371570127393,Not a person,Sadif Analytics Prime,"('DIS', '2019 q2')",0.9548984169960022
24406,TWTR,2019 q2,5020,0.3840354977803381,SADIF Research,0.974004095823054,Not a person,Sadif Analytics Prime,"('TWTR', '2019 q2')",0.9495042562484741
24407,DIS,2019 q2,5020,0.3266361350740676,Mr. Vijay Jayant,0.11466543682422,male,EVERCORE ISI,"('DIS', '2019 q2')",0.0
24408,DISCA,2019 q2,5020,0.4674369217687784,Mr. Vijay Jayant,0.7182884009959719,male,EVERCORE ISI,"('DISCA', '2019 q2')",0.03333333507180214
24409,DIS,2019 q2,5020,0.3266361350740676,Mr. David W. Miller,0.0784707538639287,male,"Imperial Capital, LLC","('DIS', '2019 q2')",0.0
24410,DISCA,2019 q2,5020,0.4674369217687784,Mr. David W. Miller,0.2861241239415273,male,"Imperial Capital, LLC","('DISCA', '2019 q2')",0.0
24411,NFLX,2019 q2,5020,0.4536736043185948,Mr. David W. Miller,0.2032293007466786,male,"Imperial Capital, LLC","('NFLX', '2019 q2')",0.0
24412,VIAC,2019 q2,5020,0.4036708866208237,Mr. David W. Miller,0.1241503172146925,male,"Imperial Capital, LLC","('VIAC', '2019 q2')",0.004718177020549774
24413,DIS,2019 q2,5020,0.3266361350740676,Richard Greenfield,0.1098017287871322,male,BTIG,"('DIS', '2019 q2')",0.016781145706772804
24414,DISCA,2019 q2,5020,0.4674369217687784,"Mr. Michael Morris, CFA",0.4004905576707824,male,Guggenheim Securities LLC,"('DISCA', '2019 q2')",0.0
24415,FB,2019 q2,5020,0.4183190903672922,"Mr. Michael Morris, CFA",0.140606315898638,male,Guggenheim Securities LLC,"('FB', '2019 q2')",0.015388312749564648
24416,FOX,2019 q2,5020,0.507009857468417,"Mr. Michael Morris, CFA",0.3982604638423126,male,Guggenheim Securities LLC,"('FOX', '2019 q2')",0.0
24417,NWSA,2019 q2,5020,0.5659541006989695,"Mr. Michael Morris, CFA",0.3397559219096318,male,Guggenheim Securities LLC,"('NWSA', '2019 q2')",0.0
24418,VIAC,2019 q2,5020,0.4036708866208237,"Mr. Michael Morris, CFA",0.1589035518343421,male,Guggenheim Securities LLC,"('VIAC', '2019 q2')",0.012643816880881786
24419,DISH,2019 q2,5020,0.3838445195948807,Mr. Kutgun Maral,0.1987135744781946,male,RBC Capital Markets,"('DISH', '2019 q2')",0.0
24420,EA,2019 q2,5020,0.3443021433561124,"Mr. Ralph E. Schackart, CFA",0.1300408742538699,male,William Blair & Company,"('EA', '2019 q2')",0.0
24421,NFLX,2019 q2,5020,0.4536736043185948,"Mr. Ralph E. Schackart, CFA",0.342709926744005,male,William Blair & Company,"('NFLX', '2019 q2')",0.0
24422,EA,2019 q2,5020,0.3443021433561124,Mike Hickey,0.138226270199211,male,The Benchmark Company LLC,"('EA', '2019 q2')",0.0
24423,TTWO,2019 q2,5020,0.3129142018008287,Mike Hickey,0.1796194779515592,male,The Benchmark Company LLC,"('TTWO', '2019 q2')",0.0
24424,EA,2019 q2,5020,0.3443021433561124,Mr. Eric O. Handler,0.1911343377318806,male,MKM Partners,"('EA', '2019 q2')",0.058370063081383705
24425,FB,2019 q2,5020,0.4183190903672922,Mr. Ali Mogharabi,0.3087129300918586,male,"Morningstar, Inc.","('FB', '2019 q2')",0.008333333767950535
24426,GOOGL,2019 q2,5020,0.4191964861302771,Mr. Ali Mogharabi,0.3308774466262205,male,"Morningstar, Inc.","('GOOGL', '2019 q2')",0.0
24427,IPG,2019 q2,5020,0.8751923671611075,Mr. Ali Mogharabi,0.8703038694745433,male,"Morningstar, Inc.","('IPG', '2019 q2')",0.0
24428,OMC,2019 q2,5020,0.772966970950122,Mr. Ali Mogharabi,0.7701061585098928,male,"Morningstar, Inc.","('OMC', '2019 q2')",0.0
24429,TWTR,2019 q2,5020,0.3840354977803381,Mr. Ali Mogharabi,0.5228539989337869,male,"Morningstar, Inc.","('TWTR', '2019 q2')",0.011650962755084038
24430,FB,2019 q2,5020,0.4183190903672922,Lloyd Walmsley,0.1331642218891411,male,Deutsche Bank,"('FB', '2019 q2')",0.0
24431,GOOGL,2019 q2,5020,0.4191964861302771,Lloyd Walmsley,0.1975426917967433,male,Deutsche Bank,"('GOOGL', '2019 q2')",0.007871998474001884
24432,TWTR,2019 q2,5020,0.3840354977803381,Lloyd Walmsley,0.507759375013638,male,Deutsche Bank,"('TWTR', '2019 q2')",0.0
24433,FB,2019 q2,5020,0.4183190903672922,Mr. Mark S. Mahaney,0.0908246612615687,male,RBC Capital Markets,"('FB', '2019 q2')",0.0
24434,GOOGL,2019 q2,5020,0.4191964861302771,Mr. Mark S. Mahaney,0.1163430420809145,male,RBC Capital Markets,"('GOOGL', '2019 q2')",0.0
24435,NFLX,2019 q2,5020,0.4536736043185948,Mr. Mark S. Mahaney,0.1456124646051076,male,RBC Capital Markets,"('NFLX', '2019 q2')",0.0
24436,TWTR,2019 q2,5020,0.3840354977803381,Mr. Mark S. Mahaney,0.0566440442522891,male,RBC Capital Markets,"('TWTR', '2019 q2')",0.01331174187362194
24437,FB,2019 q2,5020,0.4183190903672922,"Mr. Shyam Patil, CFA",0.1486141458644779,male,Susquehanna Financial Group LLLP,"('FB', '2019 q2')",0.0
24438,GOOGL,2019 q2,5020,0.4191964861302771,"Mr. Shyam Patil, CFA",0.6966069820917619,male,Susquehanna Financial Group LLLP,"('GOOGL', '2019 q2')",0.0
24439,TWTR,2019 q2,5020,0.3840354977803381,"Mr. Shyam Patil, CFA",0.150340106021988,male,Susquehanna Financial Group LLLP,"('TWTR', '2019 q2')",0.0
24440,FB,2019 q2,5020,0.4183190903672922,"Mr. Anthony J. DiClemente, Jr",0.3411547087745885,male,EVERCORE ISI,"('FB', '2019 q2')",0.0
24441,FB,2019 q2,5020,0.4183190903672922,Mr. Jason S. Helfstein,0.0704540207526395,male,"Oppenheimer & Co., Inc.","('FB', '2019 q2')",0.0
24442,GOOGL,2019 q2,5020,0.4191964861302771,Mr. Jason S. Helfstein,0.0655493027407003,male,"Oppenheimer & Co., Inc.","('GOOGL', '2019 q2')",0.0
24443,TWTR,2019 q2,5020,0.3840354977803381,Mr. Jason S. Helfstein,0.0608917975149501,male,"Oppenheimer & Co., Inc.","('TWTR', '2019 q2')",0.0
24444,FB,2019 q2,5020,0.4183190903672922,Mr. Simon T. Baker,0.689027064551699,male,Societe Generale,"('FB', '2019 q2')",0.0
24445,FB,2019 q2,5020,0.4183190903672922,Ms. Shejal Ajmera,0.7068641165798616,female,Crispidea,"('FB', '2019 q2')",0.03333333507180214
24446,OMC,2019 q2,5020,0.772966970950122,Ms. Shejal Ajmera,0.6075364705587569,female,Crispidea,"('OMC', '2019 q2')",0.0
24447,FB,2019 q2,5020,0.4183190903672922,"Mr. Ronald V. Josey, III",0.0866490190150656,male,JMP Securities,"('FB', '2019 q2')",0.0
24448,FB,2019 q2,5020,0.4183190903672922,"Shebly Seyrafi, CFA",0.2372788216016392,male,FBN Securities,"('FB', '2019 q2')",0.0
24449,GOOGL,2019 q2,5020,0.4191964861302771,"Shebly Seyrafi, CFA",0.2037903926453244,male,FBN Securities,"('GOOGL', '2019 q2')",0.0
24450,TWTR,2019 q2,5020,0.3840354977803381,"Shebly Seyrafi, CFA",0.2344389146582111,male,FBN Securities,"('TWTR', '2019 q2')",0.0
24451,FB,2019 q2,5020,0.4183190903672922,Mr. Youssef H. Squali,0.0595083231162154,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2019 q2')",0.0
24452,GOOGL,2019 q2,5020,0.4191964861302771,Mr. Youssef H. Squali,0.1308939580785791,male,SunTrust Robinson Humphrey Capital Markets,"('GOOGL', '2019 q2')",0.01673765666782856
24453,TWTR,2019 q2,5020,0.3840354977803381,Mr. Youssef H. Squali,0.0546550200843369,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2019 q2')",0.012130617164075375
24454,FB,2019 q2,5020,0.4183190903672922,Mr. Brent J. Thill,0.0771329859973655,male,Jefferies,"('FB', '2019 q2')",0.0
24455,GOOGL,2019 q2,5020,0.4191964861302771,Mr. Brent J. Thill,0.2133802827397427,male,Jefferies,"('GOOGL', '2019 q2')",0.0
24456,TWTR,2019 q2,5020,0.3840354977803381,Mr. Brent J. Thill,0.0468133646400153,male,Jefferies,"('TWTR', '2019 q2')",0.0
24457,FB,2019 q2,5020,0.4183190903672922,Mr. Manish Nigam,0.8291779443603776,male,Credit Suisse,"('FB', '2019 q2')",0.0
24458,FB,2019 q2,5020,0.4183190903672922,Mr. Ross Sandler,0.168465228970504,male,Barclays,"('FB', '2019 q2')",0.0
24459,TWTR,2019 q2,5020,0.3840354977803381,Mr. Ross Sandler,0.2552674276997808,male,Barclays,"('TWTR', '2019 q2')",0.0
24460,FB,2019 q2,5020,0.4183190903672922,"Ms. Maria Ripps, CFA, CFA",0.1416611148328026,female,Canaccord Genuity,"('FB', '2019 q2')",0.0
24461,GOOGL,2019 q2,5020,0.4191964861302771,"Ms. Maria Ripps, CFA, CFA",0.0989717444232828,female,Canaccord Genuity,"('GOOGL', '2019 q2')",0.0
24462,FB,2019 q2,5020,0.4183190903672922,Mita Mehta,0.4948672168909345,female,Crispidea,"('FB', '2019 q2')",0.0575129259377718
24463,GOOGL,2019 q2,5020,0.4191964861302771,Mita Mehta,0.6015808353597277,female,Crispidea,"('GOOGL', '2019 q2')",0.10072826966643333
24464,GOOGL,2019 q2,5020,0.4191964861302771,Mr. Kevin Rippey,0.2257359177227836,male,EVERCORE ISI,"('GOOGL', '2019 q2')",0.0
24465,GOOGL,2019 q2,5020,0.4191964861302771,Mr. Ravindra kulkarni,0.4471180925026276,male,Crispidea,"('GOOGL', '2019 q2')",0.0
24466,GOOGL,2019 q2,5020,0.4191964861302771,William Kerr,0.050514993930354,male,Cowen and Company,"('GOOGL', '2019 q2')",0.0
24467,LYV,2019 q2,5020,0.3767396738964587,Mr. John Healy,0.1870266423007812,male,Northcoast Research,"('LYV', '2019 q2')",0.0
24468,LYV,2019 q2,5020,0.3767396738964587,Mr. Ryan Sundby,0.1994090576267331,male,William Blair & Company,"('LYV', '2019 q2')",0.0
24469,LYV,2019 q2,5020,0.3767396738964587,Mr. Curry Baker,0.3673957236649506,male,Guggenheim Securities LLC,"('LYV', '2019 q2')",0.0
24470,LYV,2019 q2,5020,0.3767396738964587,Brennan Matthews,0.1990518647363987,male,Berenberg,"('LYV', '2019 q2')",0.0
24471,NFLX,2019 q2,5020,0.4536736043185948,Hr. Mehmet Dere,0.7295601997496762,male,UniCredit Research,"('NFLX', '2019 q2')",0.0
24472,NFLX,2019 q2,5020,0.4536736043185948,"Mr. Michael Graham, CFA",0.3758635230250299,male,Canaccord Genuity,"('NFLX', '2019 q2')",0.0
24473,NFLX,2019 q2,5020,0.4536736043185948,Mr. Nat H. Schindler,0.1968733133348717,male,BofA Global Research,"('NFLX', '2019 q2')",0.0
24474,NFLX,2019 q2,5020,0.4536736043185948,John R. Blackledge,0.1251024170496046,male,Cowen and Company,"('NFLX', '2019 q2')",0.0
24475,TWTR,2019 q2,5020,0.3840354977803381,John R. Blackledge,0.0468497820595139,male,Cowen and Company,"('TWTR', '2019 q2')",0.0
24476,NWSA,2019 q2,5020,0.5659541006989695,Mr. Brian Han,0.5510396732507653,male,"Morningstar, Inc.","('NWSA', '2019 q2')",0.0
24477,NWSA,2019 q2,5020,0.5659541006989695,Mr. Entcho Raykovski,0.6620875881068009,male,Credit Suisse,"('NWSA', '2019 q2')",0.026662392541766167
24478,OMC,2019 q2,5020,0.772966970950122,Mr. Adrien de Saint Hilaire,0.6950754098588214,male,BofA Global Research,"('OMC', '2019 q2')",0.0
24479,OMC,2019 q2,5020,0.772966970950122,"Mr. David C. Joyce, CFA",0.6016003287754351,male,EVERCORE ISI,"('OMC', '2019 q2')",0.0
24480,OMC,2019 q2,5020,0.772966970950122,Julien M. Roch,0.6029047312863154,male,Barclays,"('OMC', '2019 q2')",0.0
24481,TTWO,2019 q2,5020,0.3129142018008287,Gerrick L. Johnson,0.0692657407599366,male,BMO Capital Markets,"('TTWO', '2019 q2')",0.01777384802699089
24482,TWTR,2019 q2,5020,0.3840354977803381,Daniel Salmon,0.1181303570915542,male,BMO Capital Markets,"('TWTR', '2019 q2')",0.0
24483,TWTR,2019 q2,5020,0.3840354977803381,Doug Anmuth,0.0745597855958026,male,JPMorgan,"('TWTR', '2019 q2')",0.0
24484,TWTR,2019 q2,5020,0.3840354977803381,Mr. Eric J. Sheridan,0.0970069694876782,male,UBS Equities,"('TWTR', '2019 q2')",0.0
24485,VIAC,2019 q2,5020,0.4036708866208237,"Mr. James C. Goss, CFA",0.4998288010380666,male,Barrington Research Associates,"('VIAC', '2019 q2')",0.0
24486,VIAC,2019 q2,5020,0.4036708866208237,"Mr. Daniel L. Kurnos, CFA",0.2628441238052922,male,The Benchmark Company LLC,"('VIAC', '2019 q2')",0.0
24487,ATVI,2019 q3,5020,0.3812829495662035,Mr. Jeff Cohen,0.0831569255396085,male,Stephens Inc.,"('ATVI', '2019 q3')",0.0
24488,EA,2019 q3,5020,0.328520791677633,Mr. Jeff Cohen,0.0940020415155152,male,Stephens Inc.,"('EA', '2019 q3')",0.0
24489,TTWO,2019 q3,5020,0.4175092053728244,Mr. Jeff Cohen,0.0925162995504522,male,Stephens Inc.,"('TTWO', '2019 q3')",0.0
24490,ATVI,2019 q3,5020,0.3812829495662035,"Mr. Matthew C. Thornton, CFA",0.257421239787613,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2019 q3')",0.021378282457590103
24491,TTWO,2019 q3,5020,0.4175092053728244,"Mr. Matthew C. Thornton, CFA",0.0799123029975662,male,SunTrust Robinson Humphrey Capital Markets,"('TTWO', '2019 q3')",0.0
24492,ATVI,2019 q3,5020,0.3812829495662035,"Mr. Neil K. Macker, CFA",0.4579405465623353,male,"Morningstar, Inc.","('ATVI', '2019 q3')",0.0
24493,DIS,2019 q3,5020,0.6746719395741887,"Mr. Neil K. Macker, CFA",0.6503551686416199,male,"Morningstar, Inc.","('DIS', '2019 q3')",0.012914720922708511
24494,DISCA,2019 q3,5020,0.5184506690529043,"Mr. Neil K. Macker, CFA",0.4920579378542224,male,"Morningstar, Inc.","('DISCA', '2019 q3')",0.0
24495,EA,2019 q3,5020,0.328520791677633,"Mr. Neil K. Macker, CFA",0.356389998427183,male,"Morningstar, Inc.","('EA', '2019 q3')",0.0
24496,FOX,2019 q3,5020,0.7060310688187259,"Mr. Neil K. Macker, CFA",0.516412016907303,male,"Morningstar, Inc.","('FOX', '2019 q3')",0.0
24497,LYV,2019 q3,5020,0.3601302120469155,"Mr. Neil K. Macker, CFA",0.4027179722045817,male,"Morningstar, Inc.","('LYV', '2019 q3')",0.0
24498,NFLX,2019 q3,5020,0.3534886310297346,"Mr. Neil K. Macker, CFA",0.7003110594574621,male,"Morningstar, Inc.","('NFLX', '2019 q3')",0.0
24499,TTWO,2019 q3,5020,0.4175092053728244,"Mr. Neil K. Macker, CFA",0.6404770229500901,male,"Morningstar, Inc.","('TTWO', '2019 q3')",0.0
24500,VIAC,2019 q3,5020,0.4376000870900505,"Mr. Neil K. Macker, CFA",0.3185169401577741,male,"Morningstar, Inc.","('VIAC', '2019 q3')",0.0
24501,ATVI,2019 q3,5020,0.3812829495662035,Ryan Gee,0.0760171644068976,male,BofA Global Research,"('ATVI', '2019 q3')",0.015829607223471005
24502,EA,2019 q3,5020,0.328520791677633,Ryan Gee,0.0778103265812511,male,BofA Global Research,"('EA', '2019 q3')",0.01363823376595974
24503,TTWO,2019 q3,5020,0.4175092053728244,Ryan Gee,0.1371480110981758,male,BofA Global Research,"('TTWO', '2019 q3')",0.0
24504,ATVI,2019 q3,5020,0.3812829495662035,John Freeman,0.2038879811142947,male,CFRA Equity Research,"('ATVI', '2019 q3')",0.0
24505,EA,2019 q3,5020,0.328520791677633,John Freeman,0.4211284370656317,male,CFRA Equity Research,"('EA', '2019 q3')",0.0
24506,FB,2019 q3,5020,0.3893735203528015,John Freeman,0.4230386018560945,male,CFRA Equity Research,"('FB', '2019 q3')",0.0
24507,TTWO,2019 q3,5020,0.4175092053728244,John Freeman,0.3855940102518541,male,CFRA Equity Research,"('TTWO', '2019 q3')",0.0
24508,TWTR,2019 q3,5020,0.4678213716773647,John Freeman,0.6203480225318804,male,CFRA Equity Research,"('TWTR', '2019 q3')",0.0
24509,ATVI,2019 q3,5020,0.3812829495662035,"Mr. Doug Creutz, CFA",0.1323826076752947,male,Cowen and Company,"('ATVI', '2019 q3')",0.005883730327089627
24510,DIS,2019 q3,5020,0.6746719395741887,"Mr. Doug Creutz, CFA",0.5813797707186114,male,Cowen and Company,"('DIS', '2019 q3')",0.0
24511,DISCA,2019 q3,5020,0.5184506690529043,"Mr. Doug Creutz, CFA",0.5786101865394438,male,Cowen and Company,"('DISCA', '2019 q3')",0.0
24512,EA,2019 q3,5020,0.328520791677633,"Mr. Doug Creutz, CFA",0.1599689234053587,male,Cowen and Company,"('EA', '2019 q3')",0.02884608320891857
24513,TTWO,2019 q3,5020,0.4175092053728244,"Mr. Doug Creutz, CFA",0.2673448628478877,male,Cowen and Company,"('TTWO', '2019 q3')",0.0
24514,VIAC,2019 q3,5020,0.4376000870900505,"Mr. Doug Creutz, CFA",0.5210308090809503,male,Cowen and Company,"('VIAC', '2019 q3')",0.0
24515,ATVI,2019 q3,5020,0.3812829495662035,Mr. Andrew P. Uerkwitz,0.084081079048663,male,"Oppenheimer & Co., Inc.","('ATVI', '2019 q3')",0.005451732315123081
24516,TTWO,2019 q3,5020,0.4175092053728244,Mr. Andrew P. Uerkwitz,0.0770258956259348,male,"Oppenheimer & Co., Inc.","('TTWO', '2019 q3')",0.0
24517,ATVI,2019 q3,5020,0.3812829495662035,Mr. Eric O. Handler,0.2566695114803917,male,MKM Partners,"('ATVI', '2019 q3')",0.05213498696684837
24518,DISCA,2019 q3,5020,0.5184506690529043,Mr. Eric O. Handler,0.2965815143527677,male,MKM Partners,"('DISCA', '2019 q3')",0.03944593667984009
24519,EA,2019 q3,5020,0.328520791677633,Mr. Eric O. Handler,0.2193318031339336,male,MKM Partners,"('EA', '2019 q3')",0.021902114152908325
24520,TTWO,2019 q3,5020,0.4175092053728244,Mr. Eric O. Handler,0.2713068653306155,male,MKM Partners,"('TTWO', '2019 q3')",0.0261260150000453
24521,ATVI,2019 q3,5020,0.3812829495662035,"Mr. Brian T. Nowak, CFA",0.2304053125646266,male,Morgan Stanley,"('ATVI', '2019 q3')",0.0
24522,EA,2019 q3,5020,0.328520791677633,"Mr. Brian T. Nowak, CFA",0.1413163017379186,male,Morgan Stanley,"('EA', '2019 q3')",0.0
24523,FB,2019 q3,5020,0.3893735203528015,"Mr. Brian T. Nowak, CFA",0.1087933826300064,male,Morgan Stanley,"('FB', '2019 q3')",0.0
24524,TTWO,2019 q3,5020,0.4175092053728244,"Mr. Brian T. Nowak, CFA",0.0673852145211718,male,Morgan Stanley,"('TTWO', '2019 q3')",0.0
24525,TWTR,2019 q3,5020,0.4678213716773647,"Mr. Brian T. Nowak, CFA",0.30521874291938,male,Morgan Stanley,"('TWTR', '2019 q3')",0.0
24526,ATVI,2019 q3,5020,0.3812829495662035,Michael J. Olson,0.0700843495860359,male,Piper Sandler Companies,"('ATVI', '2019 q3')",0.0
24527,ATVI,2019 q3,5020,0.3812829495662035,Mike Hickey,0.1462371617194698,male,The Benchmark Company LLC,"('ATVI', '2019 q3')",0.011280043050646782
24528,TTWO,2019 q3,5020,0.4175092053728244,Mike Hickey,0.1541089791176378,male,The Benchmark Company LLC,"('TTWO', '2019 q3')",0.0
24529,ATVI,2019 q3,5020,0.3812829495662035,Mr. Alexander Giaimo,0.0725341444880463,male,Jefferies,"('ATVI', '2019 q3')",0.013558942824602127
24530,TTWO,2019 q3,5020,0.4175092053728244,Mr. Alexander Giaimo,0.2906091224239595,male,Jefferies,"('TTWO', '2019 q3')",0.012680872343480587
24531,ATVI,2019 q3,5020,0.3812829495662035,Mr. Stephen D. Ju,0.3055846783740885,male,Credit Suisse,"('ATVI', '2019 q3')",0.0
24532,EA,2019 q3,5020,0.328520791677633,Mr. Stephen D. Ju,0.2961011403617004,male,Credit Suisse,"('EA', '2019 q3')",0.0
24533,FB,2019 q3,5020,0.3893735203528015,Mr. Stephen D. Ju,0.1437277053734069,male,Credit Suisse,"('FB', '2019 q3')",0.0
24534,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Stephen D. Ju,0.1659477167905811,male,Credit Suisse,"('GOOGL', '2019 q3')",0.0
24535,TTWO,2019 q3,5020,0.4175092053728244,Mr. Stephen D. Ju,0.4957637822527843,male,Credit Suisse,"('TTWO', '2019 q3')",0.0
24536,ATVI,2019 q3,5020,0.3812829495662035,Michael H. Pachter,0.1268917854075281,male,Wedbush Securities Inc.,"('ATVI', '2019 q3')",0.0
24537,EA,2019 q3,5020,0.328520791677633,Michael H. Pachter,0.1840553468632251,male,Wedbush Securities Inc.,"('EA', '2019 q3')",0.0
24538,FB,2019 q3,5020,0.3893735203528015,Michael H. Pachter,0.0891332004051244,male,Wedbush Securities Inc.,"('FB', '2019 q3')",0.0
24539,NFLX,2019 q3,5020,0.3534886310297346,Michael H. Pachter,0.1553758302897289,male,Wedbush Securities Inc.,"('NFLX', '2019 q3')",0.0
24540,TTWO,2019 q3,5020,0.4175092053728244,Michael H. Pachter,0.1309365223962444,male,Wedbush Securities Inc.,"('TTWO', '2019 q3')",0.0
24541,ATVI,2019 q3,5020,0.3812829495662035,Jefferies Equity Research,0.7032272302609979,Not a person,Jefferies,"('ATVI', '2019 q3')",0.0
24542,ATVI,2019 q3,5020,0.3812829495662035,"Mr. Edward M. Woo, CFA",0.1567009232447445,male,Ascendiant Capital Markets,"('ATVI', '2019 q3')",0.0
24543,EA,2019 q3,5020,0.328520791677633,"Mr. Edward M. Woo, CFA",0.3044166761248542,male,Ascendiant Capital Markets,"('EA', '2019 q3')",0.0
24544,TTWO,2019 q3,5020,0.4175092053728244,"Mr. Edward M. Woo, CFA",0.3194852067218027,male,Ascendiant Capital Markets,"('TTWO', '2019 q3')",0.0
24545,ATVI,2019 q3,5020,0.3812829495662035,Stephen W. Suttmeier,0.8153118019066626,male,BofA Global Research,"('ATVI', '2019 q3')",0.3822486139833927
24546,ATVI,2019 q3,5020,0.3812829495662035,Mr. Clay Griffin,0.113503334404751,male,Deutsche Bank,"('ATVI', '2019 q3')",0.0
24547,EA,2019 q3,5020,0.328520791677633,Mr. Clay Griffin,0.0985890089936492,male,Deutsche Bank,"('EA', '2019 q3')",0.0
24548,TTWO,2019 q3,5020,0.4175092053728244,Mr. Clay Griffin,0.1437773751868971,male,Deutsche Bank,"('TTWO', '2019 q3')",0.0
24549,CHTR,2019 q3,5020,0.4804145045948508,Mr. Vijay Jayant,0.2724606608050807,male,EVERCORE ISI,"('CHTR', '2019 q3')",0.0
24550,DIS,2019 q3,5020,0.6746719395741887,Mr. Vijay Jayant,0.6640738359055623,male,EVERCORE ISI,"('DIS', '2019 q3')",0.03333333507180214
24551,NFLX,2019 q3,5020,0.3534886310297346,Mr. Vijay Jayant,0.2681229781012865,male,EVERCORE ISI,"('NFLX', '2019 q3')",0.0
24552,OMC,2019 q3,5020,0.84038972755704,Mr. Vijay Jayant,0.6654836104109666,male,EVERCORE ISI,"('OMC', '2019 q3')",0.03333333507180214
24553,CHTR,2019 q3,5020,0.4804145045948508,Mr. Kutgun Maral,0.2820872784185275,male,RBC Capital Markets,"('CHTR', '2019 q3')",0.0
24554,CMCSA,2019 q3,5020,0.5156362415479587,Mr. Kutgun Maral,0.1495722946824836,male,RBC Capital Markets,"('CMCSA', '2019 q3')",0.0
24555,CHTR,2019 q3,5020,0.4804145045948508,"Mr. Michael Hodel, CFA",0.5238054909497896,male,"Morningstar, Inc.","('CHTR', '2019 q3')",0.0
24556,CMCSA,2019 q3,5020,0.5156362415479587,"Mr. Michael Hodel, CFA",0.5174705025818568,male,"Morningstar, Inc.","('CMCSA', '2019 q3')",0.0
24557,DISH,2019 q3,5020,0.393561648374488,"Mr. Michael Hodel, CFA",0.4205032181510046,male,"Morningstar, Inc.","('DISH', '2019 q3')",0.0
24558,CHTR,2019 q3,5020,0.4804145045948508,"Benjamin D. Swinburne, CFA",0.4345841454717971,male,Morgan Stanley,"('CHTR', '2019 q3')",0.0
24559,CMCSA,2019 q3,5020,0.5156362415479587,"Benjamin D. Swinburne, CFA",0.2423488363684842,male,Morgan Stanley,"('CMCSA', '2019 q3')",0.0
24560,FOX,2019 q3,5020,0.7060310688187259,"Benjamin D. Swinburne, CFA",0.4512736220297418,male,Morgan Stanley,"('FOX', '2019 q3')",0.0
24561,IPG,2019 q3,5020,0.8857882941332076,"Benjamin D. Swinburne, CFA",0.8517235549304815,male,Morgan Stanley,"('IPG', '2019 q3')",0.0
24562,NFLX,2019 q3,5020,0.3534886310297346,"Benjamin D. Swinburne, CFA",0.1900298046931825,male,Morgan Stanley,"('NFLX', '2019 q3')",0.0
24563,OMC,2019 q3,5020,0.84038972755704,"Benjamin D. Swinburne, CFA",0.7911301949893076,male,Morgan Stanley,"('OMC', '2019 q3')",0.0
24564,VIAC,2019 q3,5020,0.4376000870900505,"Benjamin D. Swinburne, CFA",0.3668370791350156,male,Morgan Stanley,"('VIAC', '2019 q3')",0.0
24565,CHTR,2019 q3,5020,0.4804145045948508,Ms. Jessica J. Reif Ehrlich,0.2025462791954051,female,BofA Global Research,"('CHTR', '2019 q3')",0.0
24566,CMCSA,2019 q3,5020,0.5156362415479587,Ms. Jessica J. Reif Ehrlich,0.1780873516605364,female,BofA Global Research,"('CMCSA', '2019 q3')",0.0
24567,FOX,2019 q3,5020,0.7060310688187259,Ms. Jessica J. Reif Ehrlich,0.4892222454996906,female,BofA Global Research,"('FOX', '2019 q3')",0.01557481475174427
24568,NWSA,2019 q3,5020,0.6947712729875065,Ms. Jessica J. Reif Ehrlich,0.463267548560978,female,BofA Global Research,"('NWSA', '2019 q3')",0.0
24569,VIAC,2019 q3,5020,0.4376000870900505,Ms. Jessica J. Reif Ehrlich,0.2366357460075066,female,BofA Global Research,"('VIAC', '2019 q3')",0.0
24570,CHTR,2019 q3,5020,0.4804145045948508,"Timothy K. Horan, CFA",0.2710259678103322,male,"Oppenheimer & Co., Inc.","('CHTR', '2019 q3')",0.0
24571,CHTR,2019 q3,5020,0.4804145045948508,Mr. Matthew Harrigan,0.1720624992847204,male,The Benchmark Company LLC,"('CHTR', '2019 q3')",0.010539616458117962
24572,CMCSA,2019 q3,5020,0.5156362415479587,Mr. Matthew Harrigan,0.219136860875703,male,The Benchmark Company LLC,"('CMCSA', '2019 q3')",0.0
24573,CHTR,2019 q3,5020,0.4804145045948508,Michael McCormack,0.6960265726443047,male,Guggenheim Securities LLC,"('CHTR', '2019 q3')",0.0
24574,CMCSA,2019 q3,5020,0.5156362415479587,Michael McCormack,0.6667550559288292,male,Guggenheim Securities LLC,"('CMCSA', '2019 q3')",0.0
24575,DISH,2019 q3,5020,0.393561648374488,Michael McCormack,0.2977678710966007,male,Guggenheim Securities LLC,"('DISH', '2019 q3')",0.0
24576,CHTR,2019 q3,5020,0.4804145045948508,"Tuna N. Amobi, CFA",0.5684024198154481,male,CFRA Equity Research,"('CHTR', '2019 q3')",0.0
24577,DIS,2019 q3,5020,0.6746719395741887,"Tuna N. Amobi, CFA",0.4276210714420496,male,CFRA Equity Research,"('DIS', '2019 q3')",0.0
24578,DISH,2019 q3,5020,0.393561648374488,"Tuna N. Amobi, CFA",0.4956925685151462,male,CFRA Equity Research,"('DISH', '2019 q3')",0.0
24579,FOX,2019 q3,5020,0.7060310688187259,"Tuna N. Amobi, CFA",0.5202036591117631,male,CFRA Equity Research,"('FOX', '2019 q3')",0.0
24580,IPG,2019 q3,5020,0.8857882941332076,"Tuna N. Amobi, CFA",0.8683474712632736,male,CFRA Equity Research,"('IPG', '2019 q3')",0.0
24581,LYV,2019 q3,5020,0.3601302120469155,"Tuna N. Amobi, CFA",0.4122519805707739,male,CFRA Equity Research,"('LYV', '2019 q3')",0.0
24582,NFLX,2019 q3,5020,0.3534886310297346,"Tuna N. Amobi, CFA",0.4598839296140071,male,CFRA Equity Research,"('NFLX', '2019 q3')",0.0
24583,NWSA,2019 q3,5020,0.6947712729875065,"Tuna N. Amobi, CFA",0.6059943477923203,male,CFRA Equity Research,"('NWSA', '2019 q3')",0.0
24584,OMC,2019 q3,5020,0.84038972755704,"Tuna N. Amobi, CFA",0.8579167598310522,male,CFRA Equity Research,"('OMC', '2019 q3')",0.0
24585,VIAC,2019 q3,5020,0.4376000870900505,"Tuna N. Amobi, CFA",0.3619342174204636,male,CFRA Equity Research,"('VIAC', '2019 q3')",0.0
24586,CHTR,2019 q3,5020,0.4804145045948508,Kannan Venkateshwar,0.1496243806008634,male,Barclays,"('CHTR', '2019 q3')",0.0
24587,DIS,2019 q3,5020,0.6746719395741887,Kannan Venkateshwar,0.7793039154482782,male,Barclays,"('DIS', '2019 q3')",0.0
24588,CHTR,2019 q3,5020,0.4804145045948508,Greg P Miller,0.1673316834174662,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2019 q3')",0.0
24589,DISH,2019 q3,5020,0.393561648374488,Greg P Miller,0.1905373621518626,male,SunTrust Robinson Humphrey Capital Markets,"('DISH', '2019 q3')",0.0
24590,CMCSA,2019 q3,5020,0.5156362415479587,"Jeff C. Fan, CFA",0.2835097080539282,male,Scotiabank GBM,"('CMCSA', '2019 q3')",0.0
24591,CMCSA,2019 q3,5020,0.5156362415479587,Mr. Bryan D. Kraft,0.7038579810902467,male,Deutsche Bank,"('CMCSA', '2019 q3')",0.0
24592,DISCA,2019 q3,5020,0.5184506690529043,Mr. Bryan D. Kraft,0.2757147129443353,male,Deutsche Bank,"('DISCA', '2019 q3')",0.0
24593,DISH,2019 q3,5020,0.393561648374488,Mr. Bryan D. Kraft,0.1712371732090242,male,Deutsche Bank,"('DISH', '2019 q3')",0.0
24594,FOX,2019 q3,5020,0.7060310688187259,Mr. Bryan D. Kraft,0.7964516707054095,male,Deutsche Bank,"('FOX', '2019 q3')",0.0
24595,VIAC,2019 q3,5020,0.4376000870900505,Mr. Bryan D. Kraft,0.108521106992831,male,Deutsche Bank,"('VIAC', '2019 q3')",0.011494123376905918
24596,CMCSA,2019 q3,5020,0.5156362415479587,Mr. Douglas D. Mitchelson,0.2546199871840019,male,Credit Suisse,"('CMCSA', '2019 q3')",0.0
24597,DIS,2019 q3,5020,0.6746719395741887,Mr. Douglas D. Mitchelson,0.3874229635786216,male,Credit Suisse,"('DIS', '2019 q3')",0.0
24598,DISCA,2019 q3,5020,0.5184506690529043,Mr. Douglas D. Mitchelson,0.3093883972207174,male,Credit Suisse,"('DISCA', '2019 q3')",0.0
24599,CMCSA,2019 q3,5020,0.5156362415479587,"Gregory Williams, CFA",0.1771484340122092,male,Cowen and Company,"('CMCSA', '2019 q3')",0.0
24600,CMCSA,2019 q3,5020,0.5156362415479587,Mr. Jeff D. Wlodarczak,0.6708650678242374,male,Pivotal Research Group,"('CMCSA', '2019 q3')",0.03333333507180214
24601,NFLX,2019 q3,5020,0.3534886310297346,Mr. Jeff D. Wlodarczak,0.1177128482276334,male,Pivotal Research Group,"('NFLX', '2019 q3')",0.01666666753590107
24602,DIS,2019 q3,5020,0.6746719395741887,Mr. Andrew Lane,0.7138496413154448,male,"Morningstar, Inc.","('DIS', '2019 q3')",0.10724842175841331
24603,DIS,2019 q3,5020,0.6746719395741887,Mr. David W. Miller,0.3301190376175515,male,"Imperial Capital, LLC","('DIS', '2019 q3')",0.004143647849559784
24604,DISCA,2019 q3,5020,0.5184506690529043,Mr. David W. Miller,0.3855417871554807,male,"Imperial Capital, LLC","('DISCA', '2019 q3')",0.0
24605,NFLX,2019 q3,5020,0.3534886310297346,Mr. David W. Miller,0.145425005164237,male,"Imperial Capital, LLC","('NFLX', '2019 q3')",0.0028695132583379745
24606,VIAC,2019 q3,5020,0.4376000870900505,Mr. David W. Miller,0.1369331432679107,male,"Imperial Capital, LLC","('VIAC', '2019 q3')",0.007018723525106907
24607,DIS,2019 q3,5020,0.6746719395741887,"Ms. Marci L. Ryvicker, CFA",0.347774055478482,female,Wolfe Research,"('DIS', '2019 q3')",0.0056562828831374645
24608,DISH,2019 q3,5020,0.393561648374488,"Ms. Marci L. Ryvicker, CFA",0.3088819146536112,female,Wolfe Research,"('DISH', '2019 q3')",0.016791310161352158
24609,FOX,2019 q3,5020,0.7060310688187259,"Ms. Marci L. Ryvicker, CFA",0.7190529629342585,female,Wolfe Research,"('FOX', '2019 q3')",0.03333333507180214
24610,NFLX,2019 q3,5020,0.3534886310297346,"Ms. Marci L. Ryvicker, CFA",0.2413951799799599,female,Wolfe Research,"('NFLX', '2019 q3')",0.0
24611,VIAC,2019 q3,5020,0.4376000870900505,"Ms. Marci L. Ryvicker, CFA",0.2194631347893252,female,Wolfe Research,"('VIAC', '2019 q3')",0.0
24612,DISCA,2019 q3,5020,0.5184506690529043,"Mr. Michael Morris, CFA",0.5512354364962124,male,Guggenheim Securities LLC,"('DISCA', '2019 q3')",0.00927049107849598
24613,FB,2019 q3,5020,0.3893735203528015,"Mr. Michael Morris, CFA",0.0989235724187175,male,Guggenheim Securities LLC,"('FB', '2019 q3')",0.013295400887727737
24614,GOOGL,2019 q3,5020,0.3167638300225364,"Mr. Michael Morris, CFA",0.0926777017220804,male,Guggenheim Securities LLC,"('GOOGL', '2019 q3')",0.012907367199659348
24615,EA,2019 q3,5020,0.328520791677633,"Mr. Ralph E. Schackart, CFA",0.1430334057041348,male,William Blair & Company,"('EA', '2019 q3')",0.0
24616,NFLX,2019 q3,5020,0.3534886310297346,"Mr. Ralph E. Schackart, CFA",0.2298623820012871,male,William Blair & Company,"('NFLX', '2019 q3')",0.0
24617,EA,2019 q3,5020,0.328520791677633,Mr. Deepak Mathivanan,0.2850590858754969,male,Barclays,"('EA', '2019 q3')",0.0
24618,TTWO,2019 q3,5020,0.4175092053728244,Mr. Deepak Mathivanan,0.2404676100569441,male,Barclays,"('TTWO', '2019 q3')",0.0
24619,FB,2019 q3,5020,0.3893735203528015,William Kerr,0.0444975928592324,male,Cowen and Company,"('FB', '2019 q3')",0.0
24620,TWTR,2019 q3,5020,0.4678213716773647,William Kerr,0.0868251858015294,male,Cowen and Company,"('TWTR', '2019 q3')",0.0
24621,FB,2019 q3,5020,0.3893735203528015,"Mr. Shyam Patil, CFA",0.1222079460467294,male,Susquehanna Financial Group LLLP,"('FB', '2019 q3')",0.0
24622,GOOGL,2019 q3,5020,0.3167638300225364,"Mr. Shyam Patil, CFA",0.1496809362225518,male,Susquehanna Financial Group LLLP,"('GOOGL', '2019 q3')",0.0
24623,TWTR,2019 q3,5020,0.4678213716773647,"Mr. Shyam Patil, CFA",0.2732532499632823,male,Susquehanna Financial Group LLLP,"('TWTR', '2019 q3')",0.0
24624,FB,2019 q3,5020,0.3893735203528015,Mr. Youssef H. Squali,0.0959019299195017,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2019 q3')",0.0
24625,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Youssef H. Squali,0.0652325736865181,male,SunTrust Robinson Humphrey Capital Markets,"('GOOGL', '2019 q3')",0.03871925454586744
24626,TWTR,2019 q3,5020,0.4678213716773647,Mr. Youssef H. Squali,0.0688636660370031,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2019 q3')",0.017508417833596468
24627,FB,2019 q3,5020,0.3893735203528015,"Mr. Ronald V. Josey, III",0.0680708013596257,male,JMP Securities,"('FB', '2019 q3')",0.0
24628,GOOGL,2019 q3,5020,0.3167638300225364,"Mr. Ronald V. Josey, III",0.1293247551333127,male,JMP Securities,"('GOOGL', '2019 q3')",0.010555576533079147
24629,FB,2019 q3,5020,0.3893735203528015,Lloyd Walmsley,0.1618812866306435,male,Deutsche Bank,"('FB', '2019 q3')",0.0
24630,GOOGL,2019 q3,5020,0.3167638300225364,Lloyd Walmsley,0.2455678030937944,male,Deutsche Bank,"('GOOGL', '2019 q3')",0.026984989643096924
24631,TWTR,2019 q3,5020,0.4678213716773647,Lloyd Walmsley,0.5817612284757236,male,Deutsche Bank,"('TWTR', '2019 q3')",0.0
24632,FB,2019 q3,5020,0.3893735203528015,Mr. Jonathan Kees,0.128026647053808,male,Summit Insights Group,"('FB', '2019 q3')",0.01177095528692007
24633,TWTR,2019 q3,5020,0.4678213716773647,Mr. Jonathan Kees,0.1958825709746563,male,Summit Insights Group,"('TWTR', '2019 q3')",0.0
24634,FB,2019 q3,5020,0.3893735203528015,"Ms. Maria Ripps, CFA, CFA",0.0805019212094785,female,Canaccord Genuity,"('FB', '2019 q3')",0.011523845605552197
24635,GOOGL,2019 q3,5020,0.3167638300225364,"Ms. Maria Ripps, CFA, CFA",0.0847505166881779,female,Canaccord Genuity,"('GOOGL', '2019 q3')",0.0
24636,FB,2019 q3,5020,0.3893735203528015,Mr. Kevin Rippey,0.2918681596786212,male,EVERCORE ISI,"('FB', '2019 q3')",0.0
24637,TWTR,2019 q3,5020,0.4678213716773647,Mr. Kevin Rippey,0.1580747701920262,male,EVERCORE ISI,"('TWTR', '2019 q3')",0.0
24638,FB,2019 q3,5020,0.3893735203528015,Mr. Ali Mogharabi,0.2663922812697734,male,"Morningstar, Inc.","('FB', '2019 q3')",0.0
24639,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Ali Mogharabi,0.3065594883329768,male,"Morningstar, Inc.","('GOOGL', '2019 q3')",0.008333333767950535
24640,IPG,2019 q3,5020,0.8857882941332076,Mr. Ali Mogharabi,0.8981086721386432,male,"Morningstar, Inc.","('IPG', '2019 q3')",0.0
24641,OMC,2019 q3,5020,0.84038972755704,Mr. Ali Mogharabi,0.8247439507709744,male,"Morningstar, Inc.","('OMC', '2019 q3')",0.0
24642,TWTR,2019 q3,5020,0.4678213716773647,Mr. Ali Mogharabi,0.4046784042776167,male,"Morningstar, Inc.","('TWTR', '2019 q3')",0.0
24643,FB,2019 q3,5020,0.3893735203528015,"Shebly Seyrafi, CFA",0.2140183987183212,male,FBN Securities,"('FB', '2019 q3')",0.0
24644,GOOGL,2019 q3,5020,0.3167638300225364,"Shebly Seyrafi, CFA",0.2700954183484353,male,FBN Securities,"('GOOGL', '2019 q3')",0.0
24645,TWTR,2019 q3,5020,0.4678213716773647,"Shebly Seyrafi, CFA",0.1874180868783021,male,FBN Securities,"('TWTR', '2019 q3')",0.0
24646,FB,2019 q3,5020,0.3893735203528015,Mr. Simon T. Baker,0.7142669725200941,male,Societe Generale,"('FB', '2019 q3')",0.0
24647,FOX,2019 q3,5020,0.7060310688187259,Mr. Simon T. Baker,0.7276538910420386,male,Societe Generale,"('FOX', '2019 q3')",0.0
24648,VIAC,2019 q3,5020,0.4376000870900505,Mr. Simon T. Baker,0.5723900936414659,male,Societe Generale,"('VIAC', '2019 q3')",0.0
24649,FB,2019 q3,5020,0.3893735203528015,Mr. Derek Higa,0.684176011639708,male,William O'Neil + Co.,"('FB', '2019 q3')",0.03333333507180214
24650,FB,2019 q3,5020,0.3893735203528015,Justin Post,0.057582807777376,male,BofA Global Research,"('FB', '2019 q3')",0.005779999308288097
24651,GOOGL,2019 q3,5020,0.3167638300225364,Justin Post,0.0948645442841137,male,BofA Global Research,"('GOOGL', '2019 q3')",0.011236676946282387
24652,TWTR,2019 q3,5020,0.4678213716773647,Justin Post,0.082368447526594,male,BofA Global Research,"('TWTR', '2019 q3')",0.020672883838415146
24653,FB,2019 q3,5020,0.3893735203528015,Mr. Jason S. Helfstein,0.0509464269915321,male,"Oppenheimer & Co., Inc.","('FB', '2019 q3')",0.0
24654,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Jason S. Helfstein,0.0425484691622584,male,"Oppenheimer & Co., Inc.","('GOOGL', '2019 q3')",0.0
24655,TWTR,2019 q3,5020,0.4678213716773647,Mr. Jason S. Helfstein,0.0889833425810827,male,"Oppenheimer & Co., Inc.","('TWTR', '2019 q3')",0.0
24656,FB,2019 q3,5020,0.3893735203528015,Mr. Michael Levine,0.4806600487181507,male,Pivotal Research Group,"('FB', '2019 q3')",0.0
24657,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Michael Levine,0.2538309234901919,male,Pivotal Research Group,"('GOOGL', '2019 q3')",0.02290509268641472
24658,TWTR,2019 q3,5020,0.4678213716773647,Mr. Michael Levine,0.193232313424822,male,Pivotal Research Group,"('TWTR', '2019 q3')",0.0
24659,FB,2019 q3,5020,0.3893735203528015,Mr. Brent J. Thill,0.0578212427883181,male,Jefferies,"('FB', '2019 q3')",0.0
24660,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Brent J. Thill,0.06150543672954,male,Jefferies,"('GOOGL', '2019 q3')",0.013231426477432251
24661,FB,2019 q3,5020,0.3893735203528015,Mr. Mark S. Mahaney,0.683729890429946,male,RBC Capital Markets,"('FB', '2019 q3')",0.03333333507180214
24662,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Mark S. Mahaney,0.154733166155832,male,RBC Capital Markets,"('GOOGL', '2019 q3')",0.0
24663,NFLX,2019 q3,5020,0.3534886310297346,Mr. Mark S. Mahaney,0.0655713688332333,male,RBC Capital Markets,"('NFLX', '2019 q3')",0.0
24664,TWTR,2019 q3,5020,0.4678213716773647,Mr. Mark S. Mahaney,0.7128478951106186,male,RBC Capital Markets,"('TWTR', '2019 q3')",0.03333333507180214
24665,FB,2019 q3,5020,0.3893735203528015,Mr. Christopher A. Jacobson,0.4084981007461674,male,Susquehanna Financial Group LLLP,"('FB', '2019 q3')",0.019578851759433746
24666,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Ross Sandler,0.2610948940574064,male,Barclays,"('GOOGL', '2019 q3')",0.0
24667,TWTR,2019 q3,5020,0.4678213716773647,Mr. Ross Sandler,0.2817195489304896,male,Barclays,"('TWTR', '2019 q3')",0.0
24668,GOOGL,2019 q3,5020,0.3167638300225364,John R. Blackledge,0.0612396111136842,male,Cowen and Company,"('GOOGL', '2019 q3')",0.0
24669,NFLX,2019 q3,5020,0.3534886310297346,John R. Blackledge,0.0746960273518414,male,Cowen and Company,"('NFLX', '2019 q3')",0.0
24670,GOOGL,2019 q3,5020,0.3167638300225364,Mr. Chaim Siegel,0.8719231818896066,male,Elazar Advisors,"('GOOGL', '2019 q3')",0.16127152740955353
24671,TTWO,2019 q3,5020,0.4175092053728244,Mr. Chaim Siegel,0.8813046444998431,male,Elazar Advisors,"('TTWO', '2019 q3')",0.13816021382808685
24672,LYV,2019 q3,5020,0.3601302120469155,Mr. Kyle W. Evans,0.3065143013500407,male,Stephens Inc.,"('LYV', '2019 q3')",0.019385529682040215
24673,VIAC,2019 q3,5020,0.4376000870900505,Mr. Kyle W. Evans,0.131388542872863,male,Stephens Inc.,"('VIAC', '2019 q3')",0.0
24674,LYV,2019 q3,5020,0.3601302120469155,Mr. John Healy,0.1654975189226345,male,Northcoast Research,"('LYV', '2019 q3')",0.0
24675,LYV,2019 q3,5020,0.3601302120469155,Mr. Curry Baker,0.3717256267492814,male,Guggenheim Securities LLC,"('LYV', '2019 q3')",0.0
24676,NWSA,2019 q3,5020,0.6947712729875065,Mr. Curry Baker,0.4003311616631647,male,Guggenheim Securities LLC,"('NWSA', '2019 q3')",0.0
24677,LYV,2019 q3,5020,0.3601302120469155,Mr. Brett A. Knoblauch,0.1270523385607197,male,Berenberg,"('LYV', '2019 q3')",0.011930923908948898
24678,LYV,2019 q3,5020,0.3601302120469155,Mr. Ryan Sundby,0.1280980856634101,male,William Blair & Company,"('LYV', '2019 q3')",0.0
24679,NFLX,2019 q3,5020,0.3534886310297346,"Mr. Michael Graham, CFA",0.2165675440594019,male,Canaccord Genuity,"('NFLX', '2019 q3')",0.01728169061243534
24680,NFLX,2019 q3,5020,0.3534886310297346,Mr. Nat H. Schindler,0.1337273145994532,male,BofA Global Research,"('NFLX', '2019 q3')",0.0
24681,NWSA,2019 q3,5020,0.6947712729875065,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('NWSA', '2019 q3')",0.9795830845832825
24682,TWTR,2019 q3,5020,0.4678213716773647,SADIF Research,0.9618008857034273,Not a person,Sadif Analytics Prime,"('TWTR', '2019 q3')",0.9423219561576843
24683,NWSA,2019 q3,5020,0.6947712729875065,Mr. Brian Han,0.6323255120236387,male,"Morningstar, Inc.","('NWSA', '2019 q3')",0.0
24684,OMC,2019 q3,5020,0.84038972755704,Julien M. Roch,0.8169279247781129,male,Barclays,"('OMC', '2019 q3')",0.0
24685,TTWO,2019 q3,5020,0.4175092053728244,Mr. Alec Boccanfuso,0.0952290507141294,male,Gabelli & Company,"('TTWO', '2019 q3')",0.0
24686,TWTR,2019 q3,5020,0.4678213716773647,Doug Anmuth,0.0876430568435463,male,JPMorgan,"('TWTR', '2019 q3')",0.0
24687,TWTR,2019 q3,5020,0.4678213716773647,Daniel Salmon,0.1496314118219161,male,BMO Capital Markets,"('TWTR', '2019 q3')",0.00689833564683795
24688,VIAC,2019 q3,5020,0.4376000870900505,"Mr. James C. Goss, CFA",0.3882415767442133,male,Barrington Research Associates,"('VIAC', '2019 q3')",0.0
24689,ATVI,2019 q4,5020,0.3675327482150061,Mr. Alexander Giaimo,0.2375848905783113,male,Jefferies,"('ATVI', '2019 q4')",0.0
24690,ATVI,2019 q4,5020,0.3675327482150061,Mr. Jeff Cohen,0.0485780721379443,male,Stephens Inc.,"('ATVI', '2019 q4')",0.0
24691,EA,2019 q4,5020,0.2955781748371417,Mr. Jeff Cohen,0.0558374359600707,male,Stephens Inc.,"('EA', '2019 q4')",0.0
24692,ATVI,2019 q4,5020,0.3675327482150061,Michael J. Olson,0.0593765832131811,male,Piper Sandler Companies,"('ATVI', '2019 q4')",0.0
24693,EA,2019 q4,5020,0.2955781748371417,Michael J. Olson,0.0704668432677981,male,Piper Sandler Companies,"('EA', '2019 q4')",0.0
24694,FB,2019 q4,5020,0.376685525002439,Michael J. Olson,0.1583924423601112,male,Piper Sandler Companies,"('FB', '2019 q4')",0.0
24695,GOOGL,2019 q4,5020,0.3588235351454597,Michael J. Olson,0.1395709959120699,male,Piper Sandler Companies,"('GOOGL', '2019 q4')",0.0
24696,NFLX,2019 q4,5020,0.3860700027769745,Michael J. Olson,0.1024945122569326,male,Piper Sandler Companies,"('NFLX', '2019 q4')",0.0
24697,TTWO,2019 q4,5020,0.3366333948420643,Michael J. Olson,0.0624207777607877,male,Piper Sandler Companies,"('TTWO', '2019 q4')",0.0
24698,ATVI,2019 q4,5020,0.3675327482150061,"Mr. Matthew C. Thornton, CFA",0.0536814304183428,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2019 q4')",0.0
24699,ATVI,2019 q4,5020,0.3675327482150061,Mr. Deepak Mathivanan,0.0669072775761926,male,Barclays,"('ATVI', '2019 q4')",0.0
24700,EA,2019 q4,5020,0.2955781748371417,Mr. Deepak Mathivanan,0.0791089807631764,male,Barclays,"('EA', '2019 q4')",0.0
24701,TTWO,2019 q4,5020,0.3366333948420643,Mr. Deepak Mathivanan,0.0903030784009057,male,Barclays,"('TTWO', '2019 q4')",0.0
24702,ATVI,2019 q4,5020,0.3675327482150061,"Mr. Doug Creutz, CFA",0.2695115262810166,male,Cowen and Company,"('ATVI', '2019 q4')",0.0
24703,DIS,2019 q4,5020,0.2941035740875373,"Mr. Doug Creutz, CFA",0.2920184424350424,male,Cowen and Company,"('DIS', '2019 q4')",0.01060203555971384
24704,DISCA,2019 q4,5020,0.4141877784240189,"Mr. Doug Creutz, CFA",0.6365838694083805,male,Cowen and Company,"('DISCA', '2019 q4')",0.0
24705,EA,2019 q4,5020,0.2955781748371417,"Mr. Doug Creutz, CFA",0.116761235375692,male,Cowen and Company,"('EA', '2019 q4')",0.0
24706,TTWO,2019 q4,5020,0.3366333948420643,"Mr. Doug Creutz, CFA",0.5956523132569896,male,Cowen and Company,"('TTWO', '2019 q4')",0.0
24707,VIAC,2019 q4,5020,0.6830993202243348,"Mr. Doug Creutz, CFA",0.3213995104197485,male,Cowen and Company,"('VIAC', '2019 q4')",0.00796800758689642
24708,ATVI,2019 q4,5020,0.3675327482150061,Mr. Stephen D. Ju,0.2816298513647449,male,Credit Suisse,"('ATVI', '2019 q4')",0.0038136218984921775
24709,EA,2019 q4,5020,0.2955781748371417,Mr. Stephen D. Ju,0.2442186258260409,male,Credit Suisse,"('EA', '2019 q4')",0.0
24710,FB,2019 q4,5020,0.376685525002439,Mr. Stephen D. Ju,0.2278174982086577,male,Credit Suisse,"('FB', '2019 q4')",0.0
24711,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Stephen D. Ju,0.1853449143619902,male,Credit Suisse,"('GOOGL', '2019 q4')",0.0
24712,TTWO,2019 q4,5020,0.3366333948420643,Mr. Stephen D. Ju,0.4300250991041021,male,Credit Suisse,"('TTWO', '2019 q4')",0.0
24713,ATVI,2019 q4,5020,0.3675327482150061,Mr. Andrew P. Uerkwitz,0.0589581935150082,male,"Oppenheimer & Co., Inc.","('ATVI', '2019 q4')",0.0
24714,ATVI,2019 q4,5020,0.3675327482150061,Mr. Eric O. Handler,0.2266631931464729,male,MKM Partners,"('ATVI', '2019 q4')",0.032245418056845665
24715,EA,2019 q4,5020,0.2955781748371417,Mr. Eric O. Handler,0.2195545124181985,male,MKM Partners,"('EA', '2019 q4')",0.025578485801815987
24716,TTWO,2019 q4,5020,0.3366333948420643,Mr. Eric O. Handler,0.1811272609298933,male,MKM Partners,"('TTWO', '2019 q4')",0.019262121059000492
24717,ATVI,2019 q4,5020,0.3675327482150061,"Mr. Neil K. Macker, CFA",0.4352955529044925,male,"Morningstar, Inc.","('ATVI', '2019 q4')",0.0
24718,DIS,2019 q4,5020,0.2941035740875373,"Mr. Neil K. Macker, CFA",0.2336748175009521,male,"Morningstar, Inc.","('DIS', '2019 q4')",0.0
24719,DISCA,2019 q4,5020,0.4141877784240189,"Mr. Neil K. Macker, CFA",0.4105783928386617,male,"Morningstar, Inc.","('DISCA', '2019 q4')",0.0
24720,EA,2019 q4,5020,0.2955781748371417,"Mr. Neil K. Macker, CFA",0.5056321061788582,male,"Morningstar, Inc.","('EA', '2019 q4')",0.0
24721,FOX,2019 q4,5020,0.7123237588868401,"Mr. Neil K. Macker, CFA",0.56314650692586,male,"Morningstar, Inc.","('FOX', '2019 q4')",0.0
24722,LYV,2019 q4,5020,0.5241931154837649,"Mr. Neil K. Macker, CFA",0.6669141398922362,male,"Morningstar, Inc.","('LYV', '2019 q4')",0.006039241794496775
24723,NFLX,2019 q4,5020,0.3860700027769745,"Mr. Neil K. Macker, CFA",0.5827634998698353,male,"Morningstar, Inc.","('NFLX', '2019 q4')",0.0
24724,TTWO,2019 q4,5020,0.3366333948420643,"Mr. Neil K. Macker, CFA",0.3620350200885193,male,"Morningstar, Inc.","('TTWO', '2019 q4')",0.0
24725,VIAC,2019 q4,5020,0.6830993202243348,"Mr. Neil K. Macker, CFA",0.4009500521304434,male,"Morningstar, Inc.","('VIAC', '2019 q4')",0.0
24726,ATVI,2019 q4,5020,0.3675327482150061,John Freeman,0.4704080299711916,male,CFRA Equity Research,"('ATVI', '2019 q4')",0.0
24727,EA,2019 q4,5020,0.2955781748371417,John Freeman,0.3873931343486602,male,CFRA Equity Research,"('EA', '2019 q4')",0.0
24728,FB,2019 q4,5020,0.376685525002439,John Freeman,0.4330774165541273,male,CFRA Equity Research,"('FB', '2019 q4')",0.0
24729,TTWO,2019 q4,5020,0.3366333948420643,John Freeman,0.3508038652027346,male,CFRA Equity Research,"('TTWO', '2019 q4')",0.0
24730,TWTR,2019 q4,5020,0.4471972924380869,John Freeman,0.5669150027265607,male,CFRA Equity Research,"('TWTR', '2019 q4')",0.0
24731,ATVI,2019 q4,5020,0.3675327482150061,Mr. Alec Boccanfuso,0.07758248665208,male,Gabelli & Company,"('ATVI', '2019 q4')",0.0
24732,TTWO,2019 q4,5020,0.3366333948420643,Mr. Alec Boccanfuso,0.0815816651771952,male,Gabelli & Company,"('TTWO', '2019 q4')",0.0
24733,ATVI,2019 q4,5020,0.3675327482150061,Mr. Clay Griffin,0.0929424861785103,male,Deutsche Bank,"('ATVI', '2019 q4')",0.0
24734,EA,2019 q4,5020,0.2955781748371417,Mr. Clay Griffin,0.119355757038192,male,Deutsche Bank,"('EA', '2019 q4')",0.0
24735,TTWO,2019 q4,5020,0.3366333948420643,Mr. Clay Griffin,0.1198195253204804,male,Deutsche Bank,"('TTWO', '2019 q4')",0.031963277608156204
24736,ATVI,2019 q4,5020,0.3675327482150061,Michael H. Pachter,0.115103584386398,male,Wedbush Securities Inc.,"('ATVI', '2019 q4')",0.0
24737,EA,2019 q4,5020,0.2955781748371417,Michael H. Pachter,0.0649200384101497,male,Wedbush Securities Inc.,"('EA', '2019 q4')",0.0
24738,FB,2019 q4,5020,0.376685525002439,Michael H. Pachter,0.1183648214167458,male,Wedbush Securities Inc.,"('FB', '2019 q4')",0.0
24739,TWTR,2019 q4,5020,0.4471972924380869,Michael H. Pachter,0.1565952792402477,male,Wedbush Securities Inc.,"('TWTR', '2019 q4')",0.0
24740,ATVI,2019 q4,5020,0.3675327482150061,"Mr. Edward M. Woo, CFA",0.1832411179397317,male,Ascendiant Capital Markets,"('ATVI', '2019 q4')",0.0
24741,EA,2019 q4,5020,0.2955781748371417,"Mr. Edward M. Woo, CFA",0.2725108707754632,male,Ascendiant Capital Markets,"('EA', '2019 q4')",0.0
24742,TTWO,2019 q4,5020,0.3366333948420643,"Mr. Edward M. Woo, CFA",0.3310854667519418,male,Ascendiant Capital Markets,"('TTWO', '2019 q4')",0.0
24743,ATVI,2019 q4,5020,0.3675327482150061,Ryan Gee,0.2437302725113628,male,BofA Global Research,"('ATVI', '2019 q4')",0.010116631165146828
24744,TTWO,2019 q4,5020,0.3366333948420643,Ryan Gee,0.1664163363918495,male,BofA Global Research,"('TTWO', '2019 q4')",0.0
24745,ATVI,2019 q4,5020,0.3675327482150061,SADIF Research,0.9789157152394208,Not a person,Sadif Analytics Prime,"('ATVI', '2019 q4')",0.9548237323760986
24746,CMCSA,2019 q4,5020,0.4877276561689907,SADIF Research,0.9643960512538532,Not a person,Sadif Analytics Prime,"('CMCSA', '2019 q4')",0.94129878282547
24747,IPG,2019 q4,5020,0.9324057760154376,SADIF Research,0.9889996576331004,Not a person,Sadif Analytics Prime,"('IPG', '2019 q4')",0.9114518761634827
24748,LYV,2019 q4,5020,0.5241931154837649,SADIF Research,0.977361326043576,Not a person,Sadif Analytics Prime,"('LYV', '2019 q4')",0.9537354707717896
24749,OMC,2019 q4,5020,0.9585826698458658,SADIF Research,0.9985371526813012,Not a person,Sadif Analytics Prime,"('OMC', '2019 q4')",0.9682930707931519
24750,VIAC,2019 q4,5020,0.6830993202243348,SADIF Research,0.9407602548024036,Not a person,Sadif Analytics Prime,"('VIAC', '2019 q4')",0.9419096112251282
24751,CHTR,2019 q4,5020,0.6402089490172803,Acquisdata Research Team,0.6226948260350365,Not a person,Acquisdata,"('CHTR', '2019 q4')",0.0
24752,CHTR,2019 q4,5020,0.6402089490172803,"Mr. Michael Hodel, CFA",0.5892261826854994,male,"Morningstar, Inc.","('CHTR', '2019 q4')",0.0
24753,CMCSA,2019 q4,5020,0.4877276561689907,"Mr. Michael Hodel, CFA",0.6183441057026481,male,"Morningstar, Inc.","('CMCSA', '2019 q4')",0.0
24754,DISH,2019 q4,5020,0.5849803883069948,"Mr. Michael Hodel, CFA",0.508769640788898,male,"Morningstar, Inc.","('DISH', '2019 q4')",0.0
24755,CHTR,2019 q4,5020,0.6402089490172803,Mr. Vijay Jayant,0.4406663621807824,male,EVERCORE ISI,"('CHTR', '2019 q4')",0.019502032548189163
24756,CMCSA,2019 q4,5020,0.4877276561689907,Mr. Vijay Jayant,0.2324605148996993,male,EVERCORE ISI,"('CMCSA', '2019 q4')",0.0
24757,CHTR,2019 q4,5020,0.6402089490172803,Mr. Michael V. Pace,0.3235575763760911,male,JPMorgan Econ & FI,"('CHTR', '2019 q4')",0.0
24758,CHTR,2019 q4,5020,0.6402089490172803,"Benjamin D. Swinburne, CFA",0.5375001742216268,male,Morgan Stanley,"('CHTR', '2019 q4')",0.0
24759,CMCSA,2019 q4,5020,0.4877276561689907,"Benjamin D. Swinburne, CFA",0.1697131762455448,male,Morgan Stanley,"('CMCSA', '2019 q4')",0.0
24760,DIS,2019 q4,5020,0.2941035740875373,"Benjamin D. Swinburne, CFA",0.1422440942710258,male,Morgan Stanley,"('DIS', '2019 q4')",0.0
24761,DISCA,2019 q4,5020,0.4141877784240189,"Benjamin D. Swinburne, CFA",0.2710881126035726,male,Morgan Stanley,"('DISCA', '2019 q4')",0.0
24762,FOX,2019 q4,5020,0.7123237588868401,"Benjamin D. Swinburne, CFA",0.5702282251555032,male,Morgan Stanley,"('FOX', '2019 q4')",0.0
24763,IPG,2019 q4,5020,0.9324057760154376,"Benjamin D. Swinburne, CFA",0.8848521785035172,male,Morgan Stanley,"('IPG', '2019 q4')",0.0
24764,LYV,2019 q4,5020,0.5241931154837649,"Benjamin D. Swinburne, CFA",0.2818522591560589,male,Morgan Stanley,"('LYV', '2019 q4')",0.0
24765,NFLX,2019 q4,5020,0.3860700027769745,"Benjamin D. Swinburne, CFA",0.177926594612987,male,Morgan Stanley,"('NFLX', '2019 q4')",0.0
24766,VIAC,2019 q4,5020,0.6830993202243348,"Benjamin D. Swinburne, CFA",0.6998179147545912,male,Morgan Stanley,"('VIAC', '2019 q4')",0.03333333507180214
24767,CHTR,2019 q4,5020,0.6402089490172803,Mr. Kutgun Maral,0.5751904216603884,male,RBC Capital Markets,"('CHTR', '2019 q4')",0.0
24768,CMCSA,2019 q4,5020,0.4877276561689907,Mr. Kutgun Maral,0.121511289691503,male,RBC Capital Markets,"('CMCSA', '2019 q4')",0.0
24769,DISH,2019 q4,5020,0.5849803883069948,Mr. Kutgun Maral,0.2484502947141618,male,RBC Capital Markets,"('DISH', '2019 q4')",0.0
24770,CHTR,2019 q4,5020,0.6402089490172803,Michael McCormack,0.5965900069617359,male,Guggenheim Securities LLC,"('CHTR', '2019 q4')",0.0
24771,CMCSA,2019 q4,5020,0.4877276561689907,Michael McCormack,0.6675572274864605,male,Guggenheim Securities LLC,"('CMCSA', '2019 q4')",0.017204640433192253
24772,DISH,2019 q4,5020,0.5849803883069948,Michael McCormack,0.689876622901701,male,Guggenheim Securities LLC,"('DISH', '2019 q4')",0.0
24773,CHTR,2019 q4,5020,0.6402089490172803,"Ms. Marci L. Ryvicker, CFA",0.622371482746843,female,Wolfe Research,"('CHTR', '2019 q4')",0.03333333507180214
24774,CMCSA,2019 q4,5020,0.4877276561689907,"Ms. Marci L. Ryvicker, CFA",0.236030418306444,female,Wolfe Research,"('CMCSA', '2019 q4')",0.0
24775,CHTR,2019 q4,5020,0.6402089490172803,Ms. Jessica J. Reif Ehrlich,0.2641198819689114,female,BofA Global Research,"('CHTR', '2019 q4')",0.0
24776,CMCSA,2019 q4,5020,0.4877276561689907,Ms. Jessica J. Reif Ehrlich,0.1927449565907636,female,BofA Global Research,"('CMCSA', '2019 q4')",0.0
24777,DIS,2019 q4,5020,0.2941035740875373,Ms. Jessica J. Reif Ehrlich,0.1362434695675236,female,BofA Global Research,"('DIS', '2019 q4')",0.0
24778,DISCA,2019 q4,5020,0.4141877784240189,Ms. Jessica J. Reif Ehrlich,0.320362981135091,female,BofA Global Research,"('DISCA', '2019 q4')",0.0
24779,DISH,2019 q4,5020,0.5849803883069948,Ms. Jessica J. Reif Ehrlich,0.3292102097217027,female,BofA Global Research,"('DISH', '2019 q4')",0.0
24780,NWSA,2019 q4,5020,0.723670373589183,Ms. Jessica J. Reif Ehrlich,0.7774630314099569,female,BofA Global Research,"('NWSA', '2019 q4')",0.03333333507180214
24781,VIAC,2019 q4,5020,0.6830993202243348,Ms. Jessica J. Reif Ehrlich,0.3903855450733532,female,BofA Global Research,"('VIAC', '2019 q4')",0.017956528812646866
24782,CHTR,2019 q4,5020,0.6402089490172803,"Tuna N. Amobi, CFA",0.5360106470960955,male,CFRA Equity Research,"('CHTR', '2019 q4')",0.0
24783,DIS,2019 q4,5020,0.2941035740875373,"Tuna N. Amobi, CFA",0.3037369869802497,male,CFRA Equity Research,"('DIS', '2019 q4')",0.0
24784,DISH,2019 q4,5020,0.5849803883069948,"Tuna N. Amobi, CFA",0.4495699181524657,male,CFRA Equity Research,"('DISH', '2019 q4')",0.0
24785,FOX,2019 q4,5020,0.7123237588868401,"Tuna N. Amobi, CFA",0.5687707099465755,male,CFRA Equity Research,"('FOX', '2019 q4')",0.0
24786,IPG,2019 q4,5020,0.9324057760154376,"Tuna N. Amobi, CFA",0.8792081398586319,male,CFRA Equity Research,"('IPG', '2019 q4')",0.0
24787,LYV,2019 q4,5020,0.5241931154837649,"Tuna N. Amobi, CFA",0.4309248309451497,male,CFRA Equity Research,"('LYV', '2019 q4')",0.0
24788,NFLX,2019 q4,5020,0.3860700027769745,"Tuna N. Amobi, CFA",0.4712403282522338,male,CFRA Equity Research,"('NFLX', '2019 q4')",0.0
24789,NWSA,2019 q4,5020,0.723670373589183,"Tuna N. Amobi, CFA",0.6743894555174391,male,CFRA Equity Research,"('NWSA', '2019 q4')",0.0
24790,OMC,2019 q4,5020,0.9585826698458658,"Tuna N. Amobi, CFA",0.9305937176277675,male,CFRA Equity Research,"('OMC', '2019 q4')",0.0
24791,VIAC,2019 q4,5020,0.6830993202243348,"Tuna N. Amobi, CFA",0.4440982983223877,male,CFRA Equity Research,"('VIAC', '2019 q4')",0.0
24792,CHTR,2019 q4,5020,0.6402089490172803,Mr. Matthew Harrigan,0.2256540892125929,male,The Benchmark Company LLC,"('CHTR', '2019 q4')",0.021524015348404646
24793,CMCSA,2019 q4,5020,0.4877276561689907,Mr. Matthew Harrigan,0.1367699592995185,male,The Benchmark Company LLC,"('CMCSA', '2019 q4')",0.0
24794,CHTR,2019 q4,5020,0.6402089490172803,Greg P Miller,0.281271278049057,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2019 q4')",0.0
24795,CMCSA,2019 q4,5020,0.4877276561689907,Greg P Miller,0.1509126623497781,male,SunTrust Robinson Humphrey Capital Markets,"('CMCSA', '2019 q4')",0.0
24796,CHTR,2019 q4,5020,0.6402089490172803,Ms. Jennifer M. Fritzsche,0.2515817852997805,female,"Wells Fargo Securities, LLC","('CHTR', '2019 q4')",0.0
24797,CMCSA,2019 q4,5020,0.4877276561689907,Ms. Jennifer M. Fritzsche,0.1333560532475727,female,"Wells Fargo Securities, LLC","('CMCSA', '2019 q4')",0.0
24798,CHTR,2019 q4,5020,0.6402089490172803,Mr. Bryan D. Kraft,0.7149107329499003,male,Deutsche Bank,"('CHTR', '2019 q4')",0.0
24799,CMCSA,2019 q4,5020,0.4877276561689907,Mr. Bryan D. Kraft,0.6578521000556686,male,Deutsche Bank,"('CMCSA', '2019 q4')",0.0
24800,DIS,2019 q4,5020,0.2941035740875373,Mr. Bryan D. Kraft,0.1385851702128662,male,Deutsche Bank,"('DIS', '2019 q4')",0.0
24801,DISCA,2019 q4,5020,0.4141877784240189,Mr. Bryan D. Kraft,0.2030049593077239,male,Deutsche Bank,"('DISCA', '2019 q4')",0.0
24802,DISH,2019 q4,5020,0.5849803883069948,Mr. Bryan D. Kraft,0.9122714608968292,male,Deutsche Bank,"('DISH', '2019 q4')",0.0
24803,FOX,2019 q4,5020,0.7123237588868401,Mr. Bryan D. Kraft,0.9446742469753447,male,Deutsche Bank,"('FOX', '2019 q4')",0.0
24804,NFLX,2019 q4,5020,0.3860700027769745,Mr. Bryan D. Kraft,0.1576922641791229,male,Deutsche Bank,"('NFLX', '2019 q4')",0.011659873649477959
24805,VIAC,2019 q4,5020,0.6830993202243348,Mr. Bryan D. Kraft,0.6128560774194629,male,Deutsche Bank,"('VIAC', '2019 q4')",0.0
24806,CMCSA,2019 q4,5020,0.4877276561689907,"Jeff C. Fan, CFA",0.3378074887213968,male,Scotiabank GBM,"('CMCSA', '2019 q4')",0.0
24807,CMCSA,2019 q4,5020,0.4877276561689907,Mr. Jeff D. Wlodarczak,0.1813444791298356,male,Pivotal Research Group,"('CMCSA', '2019 q4')",0.0
24808,DISH,2019 q4,5020,0.5849803883069948,Mr. Jeff D. Wlodarczak,0.2423652918359377,male,Pivotal Research Group,"('DISH', '2019 q4')",0.0
24809,NFLX,2019 q4,5020,0.3860700027769745,Mr. Jeff D. Wlodarczak,0.1132424000522156,male,Pivotal Research Group,"('NFLX', '2019 q4')",0.0
24810,CMCSA,2019 q4,5020,0.4877276561689907,"Gregory Williams, CFA",0.1736130573816516,male,Cowen and Company,"('CMCSA', '2019 q4')",0.010674688965082169
24811,CMCSA,2019 q4,5020,0.4877276561689907,"Timothy K. Horan, CFA",0.1085165659927046,male,"Oppenheimer & Co., Inc.","('CMCSA', '2019 q4')",0.0
24812,CMCSA,2019 q4,5020,0.4877276561689907,Mr. Douglas D. Mitchelson,0.3640302832948535,male,Credit Suisse,"('CMCSA', '2019 q4')",0.010791894979774952
24813,DIS,2019 q4,5020,0.2941035740875373,Mr. Douglas D. Mitchelson,0.2248903007382175,male,Credit Suisse,"('DIS', '2019 q4')",0.0053570945747196674
24814,DISCA,2019 q4,5020,0.4141877784240189,Mr. Douglas D. Mitchelson,0.2591166752273129,male,Credit Suisse,"('DISCA', '2019 q4')",0.0
24815,DISH,2019 q4,5020,0.5849803883069948,Mr. Douglas D. Mitchelson,0.3014643879687534,male,Credit Suisse,"('DISH', '2019 q4')",0.0
24816,DIS,2019 q4,5020,0.2941035740875373,Mr. David W. Miller,0.0858463550885142,male,"Imperial Capital, LLC","('DIS', '2019 q4')",0.0
24817,DISCA,2019 q4,5020,0.4141877784240189,Mr. David W. Miller,0.1802000237458223,male,"Imperial Capital, LLC","('DISCA', '2019 q4')",0.0
24818,NFLX,2019 q4,5020,0.3860700027769745,Mr. David W. Miller,0.1663125649959683,male,"Imperial Capital, LLC","('NFLX', '2019 q4')",0.0
24819,VIAC,2019 q4,5020,0.6830993202243348,Mr. David W. Miller,0.2676153141487505,male,"Imperial Capital, LLC","('VIAC', '2019 q4')",0.014328300254419446
24820,DIS,2019 q4,5020,0.2941035740875373,"Mr. Michael Morris, CFA",0.2922033070769156,male,Guggenheim Securities LLC,"('DIS', '2019 q4')",0.0
24821,FB,2019 q4,5020,0.376685525002439,"Mr. Michael Morris, CFA",0.2427120506781592,male,Guggenheim Securities LLC,"('FB', '2019 q4')",0.0
24822,TWTR,2019 q4,5020,0.4471972924380869,"Mr. Michael Morris, CFA",0.2791706786675687,male,Guggenheim Securities LLC,"('TWTR', '2019 q4')",0.0
24823,DISCA,2019 q4,5020,0.4141877784240189,Mr. Steven Cahall,0.1853433259037939,male,"Wells Fargo Securities, LLC","('DISCA', '2019 q4')",0.0
24824,NFLX,2019 q4,5020,0.3860700027769745,Mr. Steven Cahall,0.1281413282052056,male,"Wells Fargo Securities, LLC","('NFLX', '2019 q4')",0.0
24825,EA,2019 q4,5020,0.2955781748371417,"Mr. Brian T. Nowak, CFA",0.1736297655543746,male,Morgan Stanley,"('EA', '2019 q4')",0.0
24826,FB,2019 q4,5020,0.376685525002439,"Mr. Brian T. Nowak, CFA",0.2117144295497139,male,Morgan Stanley,"('FB', '2019 q4')",0.0
24827,GOOGL,2019 q4,5020,0.3588235351454597,"Mr. Brian T. Nowak, CFA",0.1708321209560303,male,Morgan Stanley,"('GOOGL', '2019 q4')",0.0
24828,TTWO,2019 q4,5020,0.3366333948420643,"Mr. Brian T. Nowak, CFA",0.1108698751724413,male,Morgan Stanley,"('TTWO', '2019 q4')",0.0
24829,TWTR,2019 q4,5020,0.4471972924380869,"Mr. Brian T. Nowak, CFA",0.1942533685378881,male,Morgan Stanley,"('TWTR', '2019 q4')",0.0
24830,FB,2019 q4,5020,0.376685525002439,"Mr. Shyam Patil, CFA",0.1089792266918179,male,Susquehanna Financial Group LLLP,"('FB', '2019 q4')",0.0
24831,GOOGL,2019 q4,5020,0.3588235351454597,"Mr. Shyam Patil, CFA",0.1275427491558733,male,Susquehanna Financial Group LLLP,"('GOOGL', '2019 q4')",0.0
24832,TWTR,2019 q4,5020,0.4471972924380869,"Mr. Shyam Patil, CFA",0.6929351424585743,male,Susquehanna Financial Group LLLP,"('TWTR', '2019 q4')",0.03333333507180214
24833,FB,2019 q4,5020,0.376685525002439,William Kerr,0.0586855072331239,male,Cowen and Company,"('FB', '2019 q4')",0.0
24834,FB,2019 q4,5020,0.376685525002439,Mr. Mark S. Mahaney,0.1129325633949931,male,RBC Capital Markets,"('FB', '2019 q4')",0.0
24835,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Mark S. Mahaney,0.1226179843763959,male,RBC Capital Markets,"('GOOGL', '2019 q4')",0.0
24836,NFLX,2019 q4,5020,0.3860700027769745,Mr. Mark S. Mahaney,0.1385753218506135,male,RBC Capital Markets,"('NFLX', '2019 q4')",0.0
24837,TWTR,2019 q4,5020,0.4471972924380869,Mr. Mark S. Mahaney,0.106245246989167,male,RBC Capital Markets,"('TWTR', '2019 q4')",0.0
24838,FB,2019 q4,5020,0.376685525002439,Mr. Derek Higa,0.6726396685788161,male,William O'Neil + Co.,"('FB', '2019 q4')",0.03333333507180214
24839,FB,2019 q4,5020,0.376685525002439,Mr. Kevin Rippey,0.3023274750400556,male,EVERCORE ISI,"('FB', '2019 q4')",0.0
24840,TWTR,2019 q4,5020,0.4471972924380869,Mr. Kevin Rippey,0.2248202932993146,male,EVERCORE ISI,"('TWTR', '2019 q4')",0.010020487941801548
24841,FB,2019 q4,5020,0.376685525002439,Lloyd Walmsley,0.1395149026987868,male,Deutsche Bank,"('FB', '2019 q4')",0.0
24842,GOOGL,2019 q4,5020,0.3588235351454597,Lloyd Walmsley,0.568999743086111,male,Deutsche Bank,"('GOOGL', '2019 q4')",0.0
24843,TWTR,2019 q4,5020,0.4471972924380869,Lloyd Walmsley,0.6835666892513584,male,Deutsche Bank,"('TWTR', '2019 q4')",0.0
24844,FB,2019 q4,5020,0.376685525002439,Justin Post,0.0466481221727896,male,BofA Global Research,"('FB', '2019 q4')",0.0
24845,GOOGL,2019 q4,5020,0.3588235351454597,Justin Post,0.1058502242307494,male,BofA Global Research,"('GOOGL', '2019 q4')",0.01397179625928402
24846,TWTR,2019 q4,5020,0.4471972924380869,Justin Post,0.1030894447114527,male,BofA Global Research,"('TWTR', '2019 q4')",0.0
24847,FB,2019 q4,5020,0.376685525002439,Nicolas S. Cote-Colisson,0.2350652858965683,male,HSBC,"('FB', '2019 q4')",0.01666666753590107
24848,FB,2019 q4,5020,0.376685525002439,Mr. Brent J. Thill,0.1205965001690423,male,Jefferies,"('FB', '2019 q4')",0.0
24849,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Brent J. Thill,0.0988999350038165,male,Jefferies,"('GOOGL', '2019 q4')",0.0
24850,TWTR,2019 q4,5020,0.4471972924380869,Mr. Brent J. Thill,0.1660899950694651,male,Jefferies,"('TWTR', '2019 q4')",0.0
24851,FB,2019 q4,5020,0.376685525002439,"Ms. Maria Ripps, CFA, CFA",0.080985727559517,female,Canaccord Genuity,"('FB', '2019 q4')",0.014268636703491211
24852,GOOGL,2019 q4,5020,0.3588235351454597,"Ms. Maria Ripps, CFA, CFA",0.0827671872015313,female,Canaccord Genuity,"('GOOGL', '2019 q4')",0.0
24853,FB,2019 q4,5020,0.376685525002439,Mr. Youssef H. Squali,0.0747067190733004,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2019 q4')",0.0159893985837698
24854,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Youssef H. Squali,0.0833746742917804,male,SunTrust Robinson Humphrey Capital Markets,"('GOOGL', '2019 q4')",0.014476987533271313
24855,TWTR,2019 q4,5020,0.4471972924380869,Mr. Youssef H. Squali,0.0898189965258305,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2019 q4')",0.023884241469204426
24856,FB,2019 q4,5020,0.376685525002439,Mr. Rohit Kulkarni,0.3812418559485276,male,MKM Partners,"('FB', '2019 q4')",0.01762455701828003
24857,FB,2019 q4,5020,0.376685525002439,Mr. Ross Sandler,0.2649243889401776,male,Barclays,"('FB', '2019 q4')",0.0
24858,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Ross Sandler,0.2476925007054694,male,Barclays,"('GOOGL', '2019 q4')",0.0
24859,TWTR,2019 q4,5020,0.4471972924380869,Mr. Ross Sandler,0.2836337709079097,male,Barclays,"('TWTR', '2019 q4')",0.0
24860,FB,2019 q4,5020,0.376685525002439,Mr. Ali Mogharabi,0.6728115749682503,male,"Morningstar, Inc.","('FB', '2019 q4')",0.03333333507180214
24861,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Ali Mogharabi,0.3653225663033803,male,"Morningstar, Inc.","('GOOGL', '2019 q4')",0.008333333767950535
24862,IPG,2019 q4,5020,0.9324057760154376,Mr. Ali Mogharabi,0.9082930901017222,male,"Morningstar, Inc.","('IPG', '2019 q4')",0.0
24863,OMC,2019 q4,5020,0.9585826698458658,Mr. Ali Mogharabi,0.929533988955458,male,"Morningstar, Inc.","('OMC', '2019 q4')",0.0
24864,TWTR,2019 q4,5020,0.4471972924380869,Mr. Ali Mogharabi,0.4099520818919792,male,"Morningstar, Inc.","('TWTR', '2019 q4')",0.0
24865,GOOGL,2019 q4,5020,0.3588235351454597,"Mr. Ronald V. Josey, III",0.1503293951456634,male,JMP Securities,"('GOOGL', '2019 q4')",0.0
24866,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Ravindra kulkarni,0.4759431107707351,male,Crispidea,"('GOOGL', '2019 q4')",0.0
24867,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Jason S. Helfstein,0.0421287895421588,male,"Oppenheimer & Co., Inc.","('GOOGL', '2019 q4')",0.0
24868,NFLX,2019 q4,5020,0.3860700027769745,Mr. Jason S. Helfstein,0.1386151308692715,male,"Oppenheimer & Co., Inc.","('NFLX', '2019 q4')",0.020195763558149338
24869,TWTR,2019 q4,5020,0.4471972924380869,Mr. Jason S. Helfstein,0.1009859472237602,male,"Oppenheimer & Co., Inc.","('TWTR', '2019 q4')",0.0
24870,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Michael Levine,0.435434716901171,male,Pivotal Research Group,"('GOOGL', '2019 q4')",0.0
24871,TWTR,2019 q4,5020,0.4471972924380869,Mr. Michael Levine,0.3333070505302649,male,Pivotal Research Group,"('TWTR', '2019 q4')",0.0
24872,GOOGL,2019 q4,5020,0.3588235351454597,Mr. Christophe Cherblanc,0.4303759706806624,male,Societe Generale,"('GOOGL', '2019 q4')",0.0
24873,NFLX,2019 q4,5020,0.3860700027769745,Mr. Christophe Cherblanc,0.5572570488158775,male,Societe Generale,"('NFLX', '2019 q4')",0.0
24874,LYV,2019 q4,5020,0.5241931154837649,Mr. Brett A. Knoblauch,0.147662959506395,male,Berenberg,"('LYV', '2019 q4')",0.0
24875,LYV,2019 q4,5020,0.5241931154837649,Mr. John Healy,0.2042351328008765,male,Northcoast Research,"('LYV', '2019 q4')",0.0
24876,LYV,2019 q4,5020,0.5241931154837649,Mr. Curry Baker,0.4651130595452678,male,Guggenheim Securities LLC,"('LYV', '2019 q4')",0.0
24877,LYV,2019 q4,5020,0.5241931154837649,Mr. Ryan Sundby,0.1938747928714349,male,William Blair & Company,"('LYV', '2019 q4')",0.0
24878,LYV,2019 q4,5020,0.5241931154837649,"Mr. Khoa D. Ngo, CFA",0.1572638021032954,male,Jefferies,"('LYV', '2019 q4')",0.0
24879,LYV,2019 q4,5020,0.5241931154837649,Mr. Kyle W. Evans,0.29630042348651,male,Stephens Inc.,"('LYV', '2019 q4')",0.0
24880,VIAC,2019 q4,5020,0.6830993202243348,Mr. Kyle W. Evans,0.3658676808785205,male,Stephens Inc.,"('VIAC', '2019 q4')",0.0
24881,NFLX,2019 q4,5020,0.3860700027769745,Mr. Nat H. Schindler,0.1717641942214442,male,BofA Global Research,"('NFLX', '2019 q4')",0.0
24882,NFLX,2019 q4,5020,0.3860700027769745,"Mr. Michael Graham, CFA",0.1735857856186989,male,Canaccord Genuity,"('NFLX', '2019 q4')",0.0
24883,NFLX,2019 q4,5020,0.3860700027769745,"Mr. Ralph E. Schackart, CFA",0.4485865684595916,male,William Blair & Company,"('NFLX', '2019 q4')",0.0
24884,NWSA,2019 q4,5020,0.723670373589183,Mr. Brian Han,0.6466287831379751,male,"Morningstar, Inc.","('NWSA', '2019 q4')",0.0
24885,TTWO,2019 q4,5020,0.3366333948420643,Mr. Eric J. Sheridan,0.0975789685010475,male,UBS Equities,"('TTWO', '2019 q4')",0.0
24886,TWTR,2019 q4,5020,0.4471972924380869,Mr. Eric J. Sheridan,0.1825879097616971,male,UBS Equities,"('TWTR', '2019 q4')",0.0
24887,TTWO,2019 q4,5020,0.3366333948420643,Mike Hickey,0.1682846473612041,male,The Benchmark Company LLC,"('TTWO', '2019 q4')",0.0
24888,TTWO,2019 q4,5020,0.3366333948420643,Gerrick L. Johnson,0.0555170591332173,male,BMO Capital Markets,"('TTWO', '2019 q4')",0.0
24889,TWTR,2019 q4,5020,0.4471972924380869,Mr. Chaim Siegel,0.6671470795962074,male,Elazar Advisors,"('TWTR', '2019 q4')",0.07343138754367828
24890,TWTR,2019 q4,5020,0.4471972924380869,Daniel Salmon,0.1238712033401645,male,BMO Capital Markets,"('TWTR', '2019 q4')",0.014191914349794388
24891,TWTR,2019 q4,5020,0.4471972924380869,"Shebly Seyrafi, CFA",0.2552416487947059,male,FBN Securities,"('TWTR', '2019 q4')",0.0
24892,TWTR,2019 q4,5020,0.4471972924380869,Doug Anmuth,0.0715598643293739,male,JPMorgan,"('TWTR', '2019 q4')",0.0
24893,VIAC,2019 q4,5020,0.6830993202243348,"Mr. James C. Goss, CFA",0.6592366835532124,male,Barrington Research Associates,"('VIAC', '2019 q4')",0.0
24894,VIAC,2019 q4,5020,0.6830993202243348,Mr. Simon T. Baker,0.7468087265470896,male,Societe Generale,"('VIAC', '2019 q4')",0.014233705587685108
24895,ATVI,2020 q1,5020,0.4000925672547767,"Mr. Neil K. Macker, CFA",0.3919483891265747,male,"Morningstar, Inc.","('ATVI', '2020 q1')",0.0
24896,DIS,2020 q1,5020,0.3782380609604954,"Mr. Neil K. Macker, CFA",0.2701938001591454,male,"Morningstar, Inc.","('DIS', '2020 q1')",0.0
24897,DISCA,2020 q1,5020,0.4129909401954065,"Mr. Neil K. Macker, CFA",0.4369705212030575,male,"Morningstar, Inc.","('DISCA', '2020 q1')",0.0
24898,EA,2020 q1,5020,0.3616793018627627,"Mr. Neil K. Macker, CFA",0.4070359261267723,male,"Morningstar, Inc.","('EA', '2020 q1')",0.0
24899,FOX,2020 q1,5020,0.5013329267303153,"Mr. Neil K. Macker, CFA",0.368989768076812,male,"Morningstar, Inc.","('FOX', '2020 q1')",0.0
24900,LYV,2020 q1,5020,0.4118067506775753,"Mr. Neil K. Macker, CFA",0.3852699816924714,male,"Morningstar, Inc.","('LYV', '2020 q1')",0.0
24901,NFLX,2020 q1,5020,0.4032031409951337,"Mr. Neil K. Macker, CFA",0.5135551588736545,male,"Morningstar, Inc.","('NFLX', '2020 q1')",0.0
24902,TTWO,2020 q1,5020,0.4396771887278389,"Mr. Neil K. Macker, CFA",0.6854360392064858,male,"Morningstar, Inc.","('TTWO', '2020 q1')",0.0
24903,VIAC,2020 q1,5020,0.5964371483971251,"Mr. Neil K. Macker, CFA",0.5785328622330802,male,"Morningstar, Inc.","('VIAC', '2020 q1')",0.0
24904,ATVI,2020 q1,5020,0.4000925672547767,John Freeman,0.5164701519421862,male,CFRA Equity Research,"('ATVI', '2020 q1')",0.0
24905,EA,2020 q1,5020,0.3616793018627627,John Freeman,0.4389438107367293,male,CFRA Equity Research,"('EA', '2020 q1')",0.0
24906,FB,2020 q1,5020,0.3651396453544734,John Freeman,0.4018454792135359,male,CFRA Equity Research,"('FB', '2020 q1')",0.0
24907,TTWO,2020 q1,5020,0.4396771887278389,John Freeman,0.4676879725368109,male,CFRA Equity Research,"('TTWO', '2020 q1')",0.0
24908,TWTR,2020 q1,5020,0.4534846433429577,John Freeman,0.6005479847971115,male,CFRA Equity Research,"('TWTR', '2020 q1')",0.0
24909,ATVI,2020 q1,5020,0.4000925672547767,"Mr. Brian T. Nowak, CFA",0.2448396559598267,male,Morgan Stanley,"('ATVI', '2020 q1')",0.0
24910,FB,2020 q1,5020,0.3651396453544734,"Mr. Brian T. Nowak, CFA",0.158043046349214,male,Morgan Stanley,"('FB', '2020 q1')",0.0
24911,GOOGL,2020 q1,5020,0.4156740894971132,"Mr. Brian T. Nowak, CFA",0.1874319351669676,male,Morgan Stanley,"('GOOGL', '2020 q1')",0.0
24912,TTWO,2020 q1,5020,0.4396771887278389,"Mr. Brian T. Nowak, CFA",0.6203606538916074,male,Morgan Stanley,"('TTWO', '2020 q1')",0.0
24913,TWTR,2020 q1,5020,0.4534846433429577,"Mr. Brian T. Nowak, CFA",0.2385746832516886,male,Morgan Stanley,"('TWTR', '2020 q1')",0.0
24914,ATVI,2020 q1,5020,0.4000925672547767,Michael J. Olson,0.0649678078400473,male,Piper Sandler Companies,"('ATVI', '2020 q1')",0.0
24915,EA,2020 q1,5020,0.3616793018627627,Michael J. Olson,0.0641713703879637,male,Piper Sandler Companies,"('EA', '2020 q1')",0.0
24916,GOOGL,2020 q1,5020,0.4156740894971132,Michael J. Olson,0.1154452029263902,male,Piper Sandler Companies,"('GOOGL', '2020 q1')",0.0
24917,TTWO,2020 q1,5020,0.4396771887278389,Michael J. Olson,0.1063864079089625,male,Piper Sandler Companies,"('TTWO', '2020 q1')",0.0
24918,ATVI,2020 q1,5020,0.4000925672547767,Mr. Eric O. Handler,0.2940940864593946,male,MKM Partners,"('ATVI', '2020 q1')",0.04042626917362213
24919,DISCA,2020 q1,5020,0.4129909401954065,Mr. Eric O. Handler,0.2635091385105512,male,MKM Partners,"('DISCA', '2020 q1')",0.03295539195338885
24920,EA,2020 q1,5020,0.3616793018627627,Mr. Eric O. Handler,0.2109456283839073,male,MKM Partners,"('EA', '2020 q1')",0.03146860096603632
24921,TTWO,2020 q1,5020,0.4396771887278389,Mr. Eric O. Handler,0.1993071926172072,male,MKM Partners,"('TTWO', '2020 q1')",0.04723333567380905
24922,ATVI,2020 q1,5020,0.4000925672547767,SADIF Research,0.9734140976314652,Not a person,Sadif Analytics Prime,"('ATVI', '2020 q1')",0.9540918469429016
24923,CMCSA,2020 q1,5020,0.5363582050588052,SADIF Research,0.9674044564476416,Not a person,Sadif Analytics Prime,"('CMCSA', '2020 q1')",0.9490774273872375
24924,DIS,2020 q1,5020,0.3782380609604954,SADIF Research,0.9776010983617036,Not a person,Sadif Analytics Prime,"('DIS', '2020 q1')",0.9553475379943848
24925,DISH,2020 q1,5020,0.5628700067373955,SADIF Research,0.9534480587279948,Not a person,Sadif Analytics Prime,"('DISH', '2020 q1')",0.9343603551387787
24926,OMC,2020 q1,5020,0.8607804523492557,SADIF Research,0.9983370252445524,Not a person,Sadif Analytics Prime,"('OMC', '2020 q1')",0.9663136601448059
24927,VIAC,2020 q1,5020,0.5964371483971251,SADIF Research,0.9506267085414823,Not a person,Sadif Analytics Prime,"('VIAC', '2020 q1')",0.9404222965240479
24928,ATVI,2020 q1,5020,0.4000925672547767,M. Nicolas Langlet,0.1288580544143325,male,Exane BNP Paribas,"('ATVI', '2020 q1')",0.0
24929,EA,2020 q1,5020,0.3616793018627627,M. Nicolas Langlet,0.3463420668522632,male,Exane BNP Paribas,"('EA', '2020 q1')",0.0
24930,TTWO,2020 q1,5020,0.4396771887278389,M. Nicolas Langlet,0.1997061387973832,male,Exane BNP Paribas,"('TTWO', '2020 q1')",0.0
24931,ATVI,2020 q1,5020,0.4000925672547767,Mr. Deepak Mathivanan,0.3322650141527613,male,Barclays,"('ATVI', '2020 q1')",0.0
24932,EA,2020 q1,5020,0.3616793018627627,Mr. Deepak Mathivanan,0.3121057248489081,male,Barclays,"('EA', '2020 q1')",0.0
24933,TTWO,2020 q1,5020,0.4396771887278389,Mr. Deepak Mathivanan,0.2382642998459155,male,Barclays,"('TTWO', '2020 q1')",0.0
24934,ATVI,2020 q1,5020,0.4000925672547767,Michael H. Pachter,0.131081469453262,male,Wedbush Securities Inc.,"('ATVI', '2020 q1')",0.0
24935,EA,2020 q1,5020,0.3616793018627627,Michael H. Pachter,0.1103188105064528,male,Wedbush Securities Inc.,"('EA', '2020 q1')",0.0
24936,FB,2020 q1,5020,0.3651396453544734,Michael H. Pachter,0.1313621075801636,male,Wedbush Securities Inc.,"('FB', '2020 q1')",0.0
24937,GOOGL,2020 q1,5020,0.4156740894971132,Michael H. Pachter,0.1584521736620104,male,Wedbush Securities Inc.,"('GOOGL', '2020 q1')",0.0
24938,TTWO,2020 q1,5020,0.4396771887278389,Michael H. Pachter,0.1119383798097252,male,Wedbush Securities Inc.,"('TTWO', '2020 q1')",0.0
24939,TWTR,2020 q1,5020,0.4534846433429577,Michael H. Pachter,0.2072021844638061,male,Wedbush Securities Inc.,"('TWTR', '2020 q1')",0.0
24940,ATVI,2020 q1,5020,0.4000925672547767,Mr. Andrew P. Uerkwitz,0.1259559786292866,male,"Oppenheimer & Co., Inc.","('ATVI', '2020 q1')",0.0
24941,EA,2020 q1,5020,0.3616793018627627,Mr. Andrew P. Uerkwitz,0.0942763305670142,male,"Oppenheimer & Co., Inc.","('EA', '2020 q1')",0.029447181150317192
24942,ATVI,2020 q1,5020,0.4000925672547767,"Mr. Doug Creutz, CFA",0.0928561581627287,male,Cowen and Company,"('ATVI', '2020 q1')",0.0
24943,DIS,2020 q1,5020,0.3782380609604954,"Mr. Doug Creutz, CFA",0.0705221729762615,male,Cowen and Company,"('DIS', '2020 q1')",0.0
24944,DISCA,2020 q1,5020,0.4129909401954065,"Mr. Doug Creutz, CFA",0.1315091521949812,male,Cowen and Company,"('DISCA', '2020 q1')",0.0
24945,EA,2020 q1,5020,0.3616793018627627,"Mr. Doug Creutz, CFA",0.0850564728646981,male,Cowen and Company,"('EA', '2020 q1')",0.0
24946,FOX,2020 q1,5020,0.5013329267303153,"Mr. Doug Creutz, CFA",0.1556959431825117,male,Cowen and Company,"('FOX', '2020 q1')",0.0
24947,TTWO,2020 q1,5020,0.4396771887278389,"Mr. Doug Creutz, CFA",0.1194548873750307,male,Cowen and Company,"('TTWO', '2020 q1')",0.0
24948,VIAC,2020 q1,5020,0.5964371483971251,"Mr. Doug Creutz, CFA",0.1784650000673558,male,Cowen and Company,"('VIAC', '2020 q1')",0.0
24949,ATVI,2020 q1,5020,0.4000925672547767,Mike Hickey,0.1167991324067387,male,The Benchmark Company LLC,"('ATVI', '2020 q1')",0.0
24950,EA,2020 q1,5020,0.3616793018627627,Mike Hickey,0.1502030807913699,male,The Benchmark Company LLC,"('EA', '2020 q1')",0.0
24951,TTWO,2020 q1,5020,0.4396771887278389,Mike Hickey,0.2543971446209025,male,The Benchmark Company LLC,"('TTWO', '2020 q1')",0.0
24952,ATVI,2020 q1,5020,0.4000925672547767,Mr. Stephen D. Ju,0.2738157821015332,male,Credit Suisse,"('ATVI', '2020 q1')",0.030423893593251705
24953,EA,2020 q1,5020,0.3616793018627627,Mr. Stephen D. Ju,0.3507211236854495,male,Credit Suisse,"('EA', '2020 q1')",0.013309012167155743
24954,FB,2020 q1,5020,0.3651396453544734,Mr. Stephen D. Ju,0.1623451652731389,male,Credit Suisse,"('FB', '2020 q1')",0.008527860045433044
24955,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Stephen D. Ju,0.1588046866850163,male,Credit Suisse,"('GOOGL', '2020 q1')",0.0
24956,TTWO,2020 q1,5020,0.4396771887278389,Mr. Stephen D. Ju,0.4225397694849462,male,Credit Suisse,"('TTWO', '2020 q1')",0.02558095194399357
24957,ATVI,2020 q1,5020,0.4000925672547767,"Mr. Edward M. Woo, CFA",0.1704550049771602,male,Ascendiant Capital Markets,"('ATVI', '2020 q1')",0.0
24958,EA,2020 q1,5020,0.3616793018627627,"Mr. Edward M. Woo, CFA",0.2130291066789522,male,Ascendiant Capital Markets,"('EA', '2020 q1')",0.0
24959,TTWO,2020 q1,5020,0.4396771887278389,"Mr. Edward M. Woo, CFA",0.2715609059691128,male,Ascendiant Capital Markets,"('TTWO', '2020 q1')",0.0
24960,ATVI,2020 q1,5020,0.4000925672547767,Mr. Bryan D. Kraft,0.1259944188828984,male,Deutsche Bank,"('ATVI', '2020 q1')",0.0
24961,CHTR,2020 q1,5020,0.5280023095512394,Mr. Bryan D. Kraft,0.3600645612732065,male,Deutsche Bank,"('CHTR', '2020 q1')",0.0
24962,CMCSA,2020 q1,5020,0.5363582050588052,Mr. Bryan D. Kraft,0.1925031195784287,male,Deutsche Bank,"('CMCSA', '2020 q1')",0.0
24963,DIS,2020 q1,5020,0.3782380609604954,Mr. Bryan D. Kraft,0.0770459583102344,male,Deutsche Bank,"('DIS', '2020 q1')",0.0
24964,DISH,2020 q1,5020,0.5628700067373955,Mr. Bryan D. Kraft,0.1834443540455811,male,Deutsche Bank,"('DISH', '2020 q1')",0.0
24965,EA,2020 q1,5020,0.3616793018627627,Mr. Bryan D. Kraft,0.1413271930783028,male,Deutsche Bank,"('EA', '2020 q1')",0.0
24966,FOX,2020 q1,5020,0.5013329267303153,Mr. Bryan D. Kraft,0.8343007787894582,male,Deutsche Bank,"('FOX', '2020 q1')",0.0
24967,NFLX,2020 q1,5020,0.4032031409951337,Mr. Bryan D. Kraft,0.1388267585149702,male,Deutsche Bank,"('NFLX', '2020 q1')",0.0
24968,ATVI,2020 q1,5020,0.4000925672547767,"Mr. Matthew C. Thornton, CFA",0.3693719862290513,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2020 q1')",0.016864238306879997
24969,EA,2020 q1,5020,0.3616793018627627,"Mr. Matthew C. Thornton, CFA",0.4658796799894436,male,SunTrust Robinson Humphrey Capital Markets,"('EA', '2020 q1')",0.0
24970,NFLX,2020 q1,5020,0.4032031409951337,"Mr. Matthew C. Thornton, CFA",0.2360340459014725,male,SunTrust Robinson Humphrey Capital Markets,"('NFLX', '2020 q1')",0.0
24971,ATVI,2020 q1,5020,0.4000925672547767,Mr. Alexander Giaimo,0.0829849756311895,male,Jefferies,"('ATVI', '2020 q1')",0.0
24972,EA,2020 q1,5020,0.3616793018627627,Mr. Alexander Giaimo,0.0934494413402696,male,Jefferies,"('EA', '2020 q1')",0.0
24973,TTWO,2020 q1,5020,0.4396771887278389,Mr. Alexander Giaimo,0.2777327836994828,male,Jefferies,"('TTWO', '2020 q1')",0.0
24974,ATVI,2020 q1,5020,0.4000925672547767,Mr. Jeff Cohen,0.0995363850070696,male,Stephens Inc.,"('ATVI', '2020 q1')",0.0
24975,CHTR,2020 q1,5020,0.5280023095512394,Mr. Matthew Harrigan,0.1913283402112258,male,The Benchmark Company LLC,"('CHTR', '2020 q1')",0.02013482293114066
24976,CMCSA,2020 q1,5020,0.5363582050588052,Mr. Matthew Harrigan,0.1926614744751779,male,The Benchmark Company LLC,"('CMCSA', '2020 q1')",0.0
24977,CHTR,2020 q1,5020,0.5280023095512394,"Mr. Michael Hodel, CFA",0.5785628242437563,male,"Morningstar, Inc.","('CHTR', '2020 q1')",0.0
24978,CMCSA,2020 q1,5020,0.5363582050588052,"Mr. Michael Hodel, CFA",0.4976097212071439,male,"Morningstar, Inc.","('CMCSA', '2020 q1')",0.0
24979,DISH,2020 q1,5020,0.5628700067373955,"Mr. Michael Hodel, CFA",0.3882336286539597,male,"Morningstar, Inc.","('DISH', '2020 q1')",0.01666666753590107
24980,CHTR,2020 q1,5020,0.5280023095512394,Greg P Miller,0.2016678006893866,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2020 q1')",0.0
24981,CMCSA,2020 q1,5020,0.5363582050588052,Greg P Miller,0.5465457057104522,male,SunTrust Robinson Humphrey Capital Markets,"('CMCSA', '2020 q1')",0.07203805446624756
24982,DISH,2020 q1,5020,0.5628700067373955,Greg P Miller,0.2461445257424092,male,SunTrust Robinson Humphrey Capital Markets,"('DISH', '2020 q1')",0.0
24983,CHTR,2020 q1,5020,0.5280023095512394,"Gregory Williams, CFA",0.265632903104697,male,Cowen and Company,"('CHTR', '2020 q1')",0.0
24984,CMCSA,2020 q1,5020,0.5363582050588052,"Gregory Williams, CFA",0.5592511722641064,male,Cowen and Company,"('CMCSA', '2020 q1')",0.0
24985,CHTR,2020 q1,5020,0.5280023095512394,"Tuna N. Amobi, CFA",0.5903626336450393,male,CFRA Equity Research,"('CHTR', '2020 q1')",0.0
24986,DIS,2020 q1,5020,0.3782380609604954,"Tuna N. Amobi, CFA",0.3729975619420413,male,CFRA Equity Research,"('DIS', '2020 q1')",0.0
24987,DISH,2020 q1,5020,0.5628700067373955,"Tuna N. Amobi, CFA",0.5125003370215232,male,CFRA Equity Research,"('DISH', '2020 q1')",0.0
24988,FOX,2020 q1,5020,0.5013329267303153,"Tuna N. Amobi, CFA",0.4389635504221688,male,CFRA Equity Research,"('FOX', '2020 q1')",0.0
24989,IPG,2020 q1,5020,0.884038106461166,"Tuna N. Amobi, CFA",0.874182255327546,male,CFRA Equity Research,"('IPG', '2020 q1')",0.0
24990,LYV,2020 q1,5020,0.4118067506775753,"Tuna N. Amobi, CFA",0.4925507046691177,male,CFRA Equity Research,"('LYV', '2020 q1')",0.0
24991,NFLX,2020 q1,5020,0.4032031409951337,"Tuna N. Amobi, CFA",0.5048322964668289,male,CFRA Equity Research,"('NFLX', '2020 q1')",0.0
24992,NWSA,2020 q1,5020,0.6302108623540752,"Tuna N. Amobi, CFA",0.6067540982751907,male,CFRA Equity Research,"('NWSA', '2020 q1')",0.0
24993,OMC,2020 q1,5020,0.8607804523492557,"Tuna N. Amobi, CFA",0.9234577764307864,male,CFRA Equity Research,"('OMC', '2020 q1')",0.0
24994,VIAC,2020 q1,5020,0.5964371483971251,"Tuna N. Amobi, CFA",0.455644305543829,male,CFRA Equity Research,"('VIAC', '2020 q1')",0.0
24995,CHTR,2020 q1,5020,0.5280023095512394,"Benjamin D. Swinburne, CFA",0.4608738625688612,male,Morgan Stanley,"('CHTR', '2020 q1')",0.0
24996,CHTR,2020 q1,5020,0.5280023095512394,"Benjamin D. Swinburne, CFA",0.4608738625688612,male,Morgan Stanley Fixed Income Research,"('CHTR', '2020 q1')",0.0
24997,CMCSA,2020 q1,5020,0.5363582050588052,"Benjamin D. Swinburne, CFA",0.2825828879093454,male,Morgan Stanley,"('CMCSA', '2020 q1')",0.0
24998,CMCSA,2020 q1,5020,0.5363582050588052,"Benjamin D. Swinburne, CFA",0.2825828879093454,male,Morgan Stanley Fixed Income Research,"('CMCSA', '2020 q1')",0.0
24999,DIS,2020 q1,5020,0.3782380609604954,"Benjamin D. Swinburne, CFA",0.2045475587417857,male,Morgan Stanley,"('DIS', '2020 q1')",0.0
25000,DIS,2020 q1,5020,0.3782380609604954,"Benjamin D. Swinburne, CFA",0.2045475587417857,male,Morgan Stanley Fixed Income Research,"('DIS', '2020 q1')",0.0
25001,DISCA,2020 q1,5020,0.4129909401954065,"Benjamin D. Swinburne, CFA",0.5636978141904613,male,Morgan Stanley,"('DISCA', '2020 q1')",0.0
25002,DISCA,2020 q1,5020,0.4129909401954065,"Benjamin D. Swinburne, CFA",0.5636978141904613,male,Morgan Stanley Fixed Income Research,"('DISCA', '2020 q1')",0.0
25003,DISH,2020 q1,5020,0.5628700067373955,"Benjamin D. Swinburne, CFA",0.1767651947245963,male,Morgan Stanley,"('DISH', '2020 q1')",0.0
25004,DISH,2020 q1,5020,0.5628700067373955,"Benjamin D. Swinburne, CFA",0.1767651947245963,male,Morgan Stanley Fixed Income Research,"('DISH', '2020 q1')",0.0
25005,FOX,2020 q1,5020,0.5013329267303153,"Benjamin D. Swinburne, CFA",0.2136202490020141,male,Morgan Stanley,"('FOX', '2020 q1')",0.0
25006,FOX,2020 q1,5020,0.5013329267303153,"Benjamin D. Swinburne, CFA",0.2136202490020141,male,Morgan Stanley Fixed Income Research,"('FOX', '2020 q1')",0.0
25007,IPG,2020 q1,5020,0.884038106461166,"Benjamin D. Swinburne, CFA",0.8848680183169725,male,Morgan Stanley,"('IPG', '2020 q1')",0.0
25008,IPG,2020 q1,5020,0.884038106461166,"Benjamin D. Swinburne, CFA",0.8848680183169725,male,Morgan Stanley Fixed Income Research,"('IPG', '2020 q1')",0.0
25009,LYV,2020 q1,5020,0.4118067506775753,"Benjamin D. Swinburne, CFA",0.3006995011838308,male,Morgan Stanley,"('LYV', '2020 q1')",0.0
25010,LYV,2020 q1,5020,0.4118067506775753,"Benjamin D. Swinburne, CFA",0.3006995011838308,male,Morgan Stanley Fixed Income Research,"('LYV', '2020 q1')",0.0
25011,NFLX,2020 q1,5020,0.4032031409951337,"Benjamin D. Swinburne, CFA",0.238604551255103,male,Morgan Stanley,"('NFLX', '2020 q1')",0.0
25012,NFLX,2020 q1,5020,0.4032031409951337,"Benjamin D. Swinburne, CFA",0.238604551255103,male,Morgan Stanley Fixed Income Research,"('NFLX', '2020 q1')",0.0
25013,OMC,2020 q1,5020,0.8607804523492557,"Benjamin D. Swinburne, CFA",0.6564692610876487,male,Morgan Stanley,"('OMC', '2020 q1')",0.0
25014,OMC,2020 q1,5020,0.8607804523492557,"Benjamin D. Swinburne, CFA",0.6564692610876487,male,Morgan Stanley Fixed Income Research,"('OMC', '2020 q1')",0.0
25015,VIAC,2020 q1,5020,0.5964371483971251,"Benjamin D. Swinburne, CFA",0.2082917493677967,male,Morgan Stanley,"('VIAC', '2020 q1')",0.0
25016,VIAC,2020 q1,5020,0.5964371483971251,"Benjamin D. Swinburne, CFA",0.2082917493677967,male,Morgan Stanley Fixed Income Research,"('VIAC', '2020 q1')",0.0
25017,CHTR,2020 q1,5020,0.5280023095512394,Mr. Douglas D. Mitchelson,0.1899589637632837,male,Credit Suisse,"('CHTR', '2020 q1')",0.0
25018,DIS,2020 q1,5020,0.3782380609604954,Mr. Douglas D. Mitchelson,0.1671218761556188,male,Credit Suisse,"('DIS', '2020 q1')",0.0
25019,DISCA,2020 q1,5020,0.4129909401954065,Mr. Douglas D. Mitchelson,0.3070931409889842,male,Credit Suisse,"('DISCA', '2020 q1')",0.0
25020,FOX,2020 q1,5020,0.5013329267303153,Mr. Douglas D. Mitchelson,0.3586917944242144,male,Credit Suisse,"('FOX', '2020 q1')",0.0
25021,NFLX,2020 q1,5020,0.4032031409951337,Mr. Douglas D. Mitchelson,0.2712732718090692,male,Credit Suisse,"('NFLX', '2020 q1')",0.0
25022,CHTR,2020 q1,5020,0.5280023095512394,Mr. Kutgun Maral,0.2122044908023495,male,RBC Capital Markets,"('CHTR', '2020 q1')",0.0
25023,CMCSA,2020 q1,5020,0.5363582050588052,Mr. Kutgun Maral,0.1023778875665907,male,RBC Capital Markets,"('CMCSA', '2020 q1')",0.0
25024,DISH,2020 q1,5020,0.5628700067373955,Mr. Kutgun Maral,0.2370127685373911,male,RBC Capital Markets,"('DISH', '2020 q1')",0.013874324038624763
25025,CHTR,2020 q1,5020,0.5280023095512394,Acquisdata Research Team,0.6913824752852021,Not a person,Acquisdata,"('CHTR', '2020 q1')",0.0
25026,CHTR,2020 q1,5020,0.5280023095512394,Ms. Se Kim,0.4934185813033425,female,Wolfe Research,"('CHTR', '2020 q1')",0.0
25027,CMCSA,2020 q1,5020,0.5363582050588052,Ms. Se Kim,0.36946246984769,female,Wolfe Research,"('CMCSA', '2020 q1')",0.025645430199801922
25028,DIS,2020 q1,5020,0.3782380609604954,Ms. Se Kim,0.1995077290469524,female,Wolfe Research,"('DIS', '2020 q1')",0.0
25029,DISH,2020 q1,5020,0.5628700067373955,Ms. Se Kim,0.6779735946019783,female,Wolfe Research,"('DISH', '2020 q1')",0.03333333507180214
25030,FOX,2020 q1,5020,0.5013329267303153,Ms. Se Kim,0.3005202293667169,female,Wolfe Research,"('FOX', '2020 q1')",0.0
25031,VIAC,2020 q1,5020,0.5964371483971251,Ms. Se Kim,0.6934407022385647,female,Wolfe Research,"('VIAC', '2020 q1')",0.03333333507180214
25032,CHTR,2020 q1,5020,0.5280023095512394,Ms. Jessica J. Reif Ehrlich,0.2037797860722676,female,BofA Global Research,"('CHTR', '2020 q1')",0.0
25033,CMCSA,2020 q1,5020,0.5363582050588052,Ms. Jessica J. Reif Ehrlich,0.2094611655150794,female,BofA Global Research,"('CMCSA', '2020 q1')",0.0
25034,DIS,2020 q1,5020,0.3782380609604954,Ms. Jessica J. Reif Ehrlich,0.1222258123422892,female,BofA Global Research,"('DIS', '2020 q1')",0.0
25035,DISCA,2020 q1,5020,0.4129909401954065,Ms. Jessica J. Reif Ehrlich,0.2020093463319243,female,BofA Global Research,"('DISCA', '2020 q1')",0.0
25036,NWSA,2020 q1,5020,0.6302108623540752,Ms. Jessica J. Reif Ehrlich,0.4204178500305521,female,BofA Global Research,"('NWSA', '2020 q1')",0.027855990454554558
25037,VIAC,2020 q1,5020,0.5964371483971251,Ms. Jessica J. Reif Ehrlich,0.2371861386746584,female,BofA Global Research,"('VIAC', '2020 q1')",0.0033733644522726536
25038,CHTR,2020 q1,5020,0.5280023095512394,"Timothy K. Horan, CFA",0.1764956644095595,male,"Oppenheimer & Co., Inc.","('CHTR', '2020 q1')",0.0
25039,CHTR,2020 q1,5020,0.5280023095512394,Ms. Jennifer M. Fritzsche,0.2016792978149668,female,"Wells Fargo Securities, LLC","('CHTR', '2020 q1')",0.0
25040,CMCSA,2020 q1,5020,0.5363582050588052,Ms. Jennifer M. Fritzsche,0.1366705591084036,female,"Wells Fargo Securities, LLC","('CMCSA', '2020 q1')",0.0
25041,CHTR,2020 q1,5020,0.5280023095512394,Michael McCormack,0.6145276840625805,male,Guggenheim Securities LLC,"('CHTR', '2020 q1')",0.0
25042,CMCSA,2020 q1,5020,0.5363582050588052,Michael McCormack,0.7138008081307117,male,Guggenheim Securities LLC,"('CMCSA', '2020 q1')",0.0
25043,DISH,2020 q1,5020,0.5628700067373955,Michael McCormack,0.6996248440793899,male,Guggenheim Securities LLC,"('DISH', '2020 q1')",0.0
25044,CMCSA,2020 q1,5020,0.5363582050588052,Mr. Vijay Jayant,0.2653543563429971,male,EVERCORE ISI,"('CMCSA', '2020 q1')",0.0
25045,DIS,2020 q1,5020,0.3782380609604954,Mr. Vijay Jayant,0.1036667262513166,male,EVERCORE ISI,"('DIS', '2020 q1')",0.0
25046,DISCA,2020 q1,5020,0.4129909401954065,Mr. Vijay Jayant,0.212519984456516,male,EVERCORE ISI,"('DISCA', '2020 q1')",0.0
25047,NFLX,2020 q1,5020,0.4032031409951337,Mr. Vijay Jayant,0.2588853856810298,male,EVERCORE ISI,"('NFLX', '2020 q1')",0.0
25048,CMCSA,2020 q1,5020,0.5363582050588052,"Jeff C. Fan, CFA",0.1528065180243343,male,Scotiabank GBM,"('CMCSA', '2020 q1')",0.0
25049,DIS,2020 q1,5020,0.3782380609604954,Mr. David W. Miller,0.1091486507054363,male,"Imperial Capital, LLC","('DIS', '2020 q1')",0.0
25050,DISCA,2020 q1,5020,0.4129909401954065,Mr. David W. Miller,0.2300789658903328,male,"Imperial Capital, LLC","('DISCA', '2020 q1')",0.0
25051,NFLX,2020 q1,5020,0.4032031409951337,Mr. David W. Miller,0.1507377794910649,male,"Imperial Capital, LLC","('NFLX', '2020 q1')",0.0
25052,VIAC,2020 q1,5020,0.5964371483971251,Mr. David W. Miller,0.2026532885779434,male,"Imperial Capital, LLC","('VIAC', '2020 q1')",0.005643303971737623
25053,DIS,2020 q1,5020,0.3782380609604954,Kannan Venkateshwar,0.3809808338581179,male,Barclays,"('DIS', '2020 q1')",0.0
25054,DISH,2020 q1,5020,0.5628700067373955,Kannan Venkateshwar,0.1787741728548112,male,Barclays,"('DISH', '2020 q1')",0.0
25055,VIAC,2020 q1,5020,0.5964371483971251,Kannan Venkateshwar,0.2614241601896465,male,Barclays,"('VIAC', '2020 q1')",0.0
25056,DIS,2020 q1,5020,0.3782380609604954,Mr. Steven Cahall,0.0842325933416015,male,"Wells Fargo Securities, LLC","('DIS', '2020 q1')",0.0
25057,DISCA,2020 q1,5020,0.4129909401954065,Mr. Steven Cahall,0.1413778539392595,male,"Wells Fargo Securities, LLC","('DISCA', '2020 q1')",0.0
25058,NFLX,2020 q1,5020,0.4032031409951337,Mr. Steven Cahall,0.1473025904414244,male,"Wells Fargo Securities, LLC","('NFLX', '2020 q1')",0.0
25059,OMC,2020 q1,5020,0.8607804523492557,Mr. Steven Cahall,0.6103579842846293,male,"Wells Fargo Securities, LLC","('OMC', '2020 q1')",0.0
25060,DIS,2020 q1,5020,0.3782380609604954,"Mr. Michael Morris, CFA",0.2716233928953837,male,Guggenheim Securities LLC,"('DIS', '2020 q1')",0.00811432208865881
25061,DISCA,2020 q1,5020,0.4129909401954065,"Mr. Michael Morris, CFA",0.4273256974381144,male,Guggenheim Securities LLC,"('DISCA', '2020 q1')",0.0
25062,FB,2020 q1,5020,0.3651396453544734,"Mr. Michael Morris, CFA",0.5822089632244325,male,Guggenheim Securities LLC,"('FB', '2020 q1')",0.01818694081157446
25063,FOX,2020 q1,5020,0.5013329267303153,"Mr. Michael Morris, CFA",0.3930078022919275,male,Guggenheim Securities LLC,"('FOX', '2020 q1')",0.0
25064,GOOGL,2020 q1,5020,0.4156740894971132,"Mr. Michael Morris, CFA",0.1526989172432512,male,Guggenheim Securities LLC,"('GOOGL', '2020 q1')",0.0
25065,NFLX,2020 q1,5020,0.4032031409951337,"Mr. Michael Morris, CFA",0.7397915178300031,male,Guggenheim Securities LLC,"('NFLX', '2020 q1')",0.0
25066,TWTR,2020 q1,5020,0.4534846433429577,"Mr. Michael Morris, CFA",0.2995468957391995,male,Guggenheim Securities LLC,"('TWTR', '2020 q1')",0.02200852520763874
25067,VIAC,2020 q1,5020,0.5964371483971251,"Mr. Michael Morris, CFA",0.3853563365820999,male,Guggenheim Securities LLC,"('VIAC', '2020 q1')",0.0
25068,DISH,2020 q1,5020,0.5628700067373955,Mr. Jeff D. Wlodarczak,0.2578577252963753,male,Pivotal Research Group,"('DISH', '2020 q1')",0.0
25069,NFLX,2020 q1,5020,0.4032031409951337,Mr. Jeff D. Wlodarczak,0.1332536163321939,male,Pivotal Research Group,"('NFLX', '2020 q1')",0.010994701646268368
25070,FB,2020 q1,5020,0.3651396453544734,Lloyd Walmsley,0.5152465490046713,male,Deutsche Bank,"('FB', '2020 q1')",0.0
25071,GOOGL,2020 q1,5020,0.4156740894971132,Lloyd Walmsley,0.7564360425317045,male,Deutsche Bank,"('GOOGL', '2020 q1')",0.0
25072,TWTR,2020 q1,5020,0.4534846433429577,Lloyd Walmsley,0.1404637744135389,male,Deutsche Bank,"('TWTR', '2020 q1')",0.0
25073,FB,2020 q1,5020,0.3651396453544734,"Ms. Maria Ripps, CFA, CFA",0.1333098437307827,female,Canaccord Genuity,"('FB', '2020 q1')",0.02112852782011032
25074,GOOGL,2020 q1,5020,0.4156740894971132,"Ms. Maria Ripps, CFA, CFA",0.1360237702019455,female,Canaccord Genuity,"('GOOGL', '2020 q1')",0.0
25075,NFLX,2020 q1,5020,0.4032031409951337,"Ms. Maria Ripps, CFA, CFA",0.2492153514926843,female,Canaccord Genuity,"('NFLX', '2020 q1')",0.012137433513998985
25076,FB,2020 q1,5020,0.3651396453544734,Justin Post,0.0455874400703361,male,BofA Global Research,"('FB', '2020 q1')",0.012580737782021364
25077,GOOGL,2020 q1,5020,0.4156740894971132,Justin Post,0.151474824820054,male,BofA Global Research,"('GOOGL', '2020 q1')",0.01666666753590107
25078,TWTR,2020 q1,5020,0.4534846433429577,Justin Post,0.0921692079759527,male,BofA Global Research,"('TWTR', '2020 q1')",0.014700283606847128
25079,FB,2020 q1,5020,0.3651396453544734,Mr. Michael Levine,0.329927442228051,male,Pivotal Research Group,"('FB', '2020 q1')",0.05680553615093231
25080,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Michael Levine,0.2659775049783155,male,Pivotal Research Group,"('GOOGL', '2020 q1')",0.04182139411568642
25081,TWTR,2020 q1,5020,0.4534846433429577,Mr. Michael Levine,0.1764117242890291,male,Pivotal Research Group,"('TWTR', '2020 q1')",0.061146363615989685
25082,FB,2020 q1,5020,0.3651396453544734,"Shebly Seyrafi, CFA",0.174127714522305,male,FBN Securities,"('FB', '2020 q1')",0.0
25083,GOOGL,2020 q1,5020,0.4156740894971132,"Shebly Seyrafi, CFA",0.1338693239933205,male,FBN Securities,"('GOOGL', '2020 q1')",0.01026497408747673
25084,TWTR,2020 q1,5020,0.4534846433429577,"Shebly Seyrafi, CFA",0.269105151493691,male,FBN Securities,"('TWTR', '2020 q1')",0.01666666753590107
25085,FB,2020 q1,5020,0.3651396453544734,"Mr. Ronald V. Josey, III",0.0572230251128849,male,JMP Securities,"('FB', '2020 q1')",0.0
25086,GOOGL,2020 q1,5020,0.4156740894971132,"Mr. Ronald V. Josey, III",0.0665594689885612,male,JMP Securities,"('GOOGL', '2020 q1')",0.0
25087,FB,2020 q1,5020,0.3651396453544734,Mr. Youssef H. Squali,0.0514410693891708,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2020 q1')",0.022902293130755424
25088,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Youssef H. Squali,0.0959639526728098,male,SunTrust Robinson Humphrey Capital Markets,"('GOOGL', '2020 q1')",0.02282301662489772
25089,TWTR,2020 q1,5020,0.4534846433429577,Mr. Youssef H. Squali,0.1069979189411565,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2020 q1')",0.018632904936869938
25090,FB,2020 q1,5020,0.3651396453544734,Mr. Ali Mogharabi,0.2344708218878939,male,"Morningstar, Inc.","('FB', '2020 q1')",0.01666666753590107
25091,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Ali Mogharabi,0.3073881170979264,male,"Morningstar, Inc.","('GOOGL', '2020 q1')",0.0
25092,IPG,2020 q1,5020,0.884038106461166,Mr. Ali Mogharabi,0.8536112051806662,male,"Morningstar, Inc.","('IPG', '2020 q1')",0.013333334028720856
25093,OMC,2020 q1,5020,0.8607804523492557,Mr. Ali Mogharabi,0.8670693674194099,male,"Morningstar, Inc.","('OMC', '2020 q1')",0.0
25094,TWTR,2020 q1,5020,0.4534846433429577,Mr. Ali Mogharabi,0.437717505299176,male,"Morningstar, Inc.","('TWTR', '2020 q1')",0.0
25095,FB,2020 q1,5020,0.3651396453544734,Mr. Jason S. Helfstein,0.0637073405107689,male,"Oppenheimer & Co., Inc.","('FB', '2020 q1')",0.0
25096,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Jason S. Helfstein,0.082060258506857,male,"Oppenheimer & Co., Inc.","('GOOGL', '2020 q1')",0.0
25097,NFLX,2020 q1,5020,0.4032031409951337,Mr. Jason S. Helfstein,0.1200833168036171,male,"Oppenheimer & Co., Inc.","('NFLX', '2020 q1')",0.0
25098,FB,2020 q1,5020,0.3651396453544734,Mr. Ross Sandler,0.2777920251932757,male,Barclays,"('FB', '2020 q1')",0.0
25099,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Ross Sandler,0.4780598884209317,male,Barclays,"('GOOGL', '2020 q1')",0.0
25100,TWTR,2020 q1,5020,0.4534846433429577,Mr. Ross Sandler,0.2895967776419019,male,Barclays,"('TWTR', '2020 q1')",0.0
25101,FB,2020 q1,5020,0.3651396453544734,Mr. Jonathan Kees,0.1115664946525376,male,Summit Insights Group,"('FB', '2020 q1')",0.0
25102,FB,2020 q1,5020,0.3651396453544734,Mr. Brian P. Fitzgerald,0.2786032478371724,male,"Wells Fargo Securities, LLC","('FB', '2020 q1')",0.0
25103,TWTR,2020 q1,5020,0.4534846433429577,Mr. Brian P. Fitzgerald,0.126745148828161,male,"Wells Fargo Securities, LLC","('TWTR', '2020 q1')",0.0
25104,FB,2020 q1,5020,0.3651396453544734,Ms. Merlyn Sushmitha,0.7289898606271239,female,Crispidea,"('FB', '2020 q1')",0.03333333507180214
25105,FB,2020 q1,5020,0.3651396453544734,William Kerr,0.05993643158269,male,Cowen and Company,"('FB', '2020 q1')",0.0
25106,TWTR,2020 q1,5020,0.4534846433429577,William Kerr,0.1126196300743464,male,Cowen and Company,"('TWTR', '2020 q1')",0.0
25107,FB,2020 q1,5020,0.3651396453544734,"Mr. Ralph E. Schackart, CFA",0.0953306277547498,male,William Blair & Company,"('FB', '2020 q1')",0.0
25108,NFLX,2020 q1,5020,0.4032031409951337,"Mr. Ralph E. Schackart, CFA",0.2892007801200105,male,William Blair & Company,"('NFLX', '2020 q1')",0.0
25109,FB,2020 q1,5020,0.3651396453544734,Mr. Mark S. Mahaney,0.0644329134715704,male,RBC Capital Markets,"('FB', '2020 q1')",0.0
25110,NFLX,2020 q1,5020,0.4032031409951337,Mr. Mark S. Mahaney,0.0691761049520826,male,RBC Capital Markets,"('NFLX', '2020 q1')",0.0
25111,TWTR,2020 q1,5020,0.4534846433429577,Mr. Mark S. Mahaney,0.1112505183180114,male,RBC Capital Markets,"('TWTR', '2020 q1')",0.0
25112,FB,2020 q1,5020,0.3651396453544734,"Mr. Shyam Patil, CFA",0.2443546322857805,male,Susquehanna Financial Group LLLP,"('FB', '2020 q1')",0.0
25113,GOOGL,2020 q1,5020,0.4156740894971132,"Mr. Shyam Patil, CFA",0.2362779397189956,male,Susquehanna Financial Group LLLP,"('GOOGL', '2020 q1')",0.0
25114,TWTR,2020 q1,5020,0.4534846433429577,"Mr. Shyam Patil, CFA",0.0869859814220705,male,Susquehanna Financial Group LLLP,"('TWTR', '2020 q1')",0.021288223564624786
25115,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Rohit Kulkarni,0.8053581774058092,male,MKM Partners,"('GOOGL', '2020 q1')",0.035812316462397575
25116,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Ravindra kulkarni,0.4226958686423833,male,Crispidea,"('GOOGL', '2020 q1')",0.0
25117,GOOGL,2020 q1,5020,0.4156740894971132,Mr. Kevin Rippey,0.2705522594254482,male,EVERCORE ISI,"('GOOGL', '2020 q1')",0.0
25118,TWTR,2020 q1,5020,0.4534846433429577,Mr. Kevin Rippey,0.3296691556627256,male,EVERCORE ISI,"('TWTR', '2020 q1')",0.0
25119,LYV,2020 q1,5020,0.4118067506775753,Mr. Stephen Glagola,0.1673956768334462,male,Cowen and Company,"('LYV', '2020 q1')",0.0
25120,LYV,2020 q1,5020,0.4118067506775753,Mr. John Healy,0.283418190088408,male,Northcoast Research,"('LYV', '2020 q1')",0.011741734109818935
25121,LYV,2020 q1,5020,0.4118067506775753,Mr. Curry Baker,0.4006332928068601,male,Guggenheim Securities LLC,"('LYV', '2020 q1')",0.0
25122,LYV,2020 q1,5020,0.4118067506775753,Mr. Brett A. Knoblauch,0.1296870998028072,male,Berenberg,"('LYV', '2020 q1')",0.015344703570008278
25123,LYV,2020 q1,5020,0.4118067506775753,"Mr. Khoa D. Ngo, CFA",0.2962616244947119,male,Jefferies,"('LYV', '2020 q1')",0.012908702716231346
25124,NFLX,2020 q1,5020,0.4032031409951337,Mr. Nat H. Schindler,0.0926038847235217,male,BofA Global Research,"('NFLX', '2020 q1')",0.0
25125,NWSA,2020 q1,5020,0.6302108623540752,Mr. Brian Han,0.5818366573795064,male,"Morningstar, Inc.","('NWSA', '2020 q1')",0.0
25126,NWSA,2020 q1,5020,0.6302108623540752,Mr. Andrew J. Mcleod,0.586062304423956,male,Morgan Stanley,"('NWSA', '2020 q1')",0.0
25127,NWSA,2020 q1,5020,0.6302108623540752,Mr. Entcho Raykovski,0.5947237695909477,male,Credit Suisse,"('NWSA', '2020 q1')",0.02726694568991661
25128,TTWO,2020 q1,5020,0.4396771887278389,Gerrick L. Johnson,0.1287076122023984,male,BMO Capital Markets,"('TTWO', '2020 q1')",0.0
25129,TWTR,2020 q1,5020,0.4534846433429577,Mr. Christopher A. Jacobson,0.9478242281532464,male,Susquehanna Financial Group LLLP,"('TWTR', '2020 q1')",0.03930734843015671
25130,TWTR,2020 q1,5020,0.4534846433429577,Daniel Salmon,0.1055875146070353,male,BMO Capital Markets,"('TWTR', '2020 q1')",0.00593193294480443
25131,TWTR,2020 q1,5020,0.4534846433429577,Doug Anmuth,0.0761998748872462,male,JPMorgan,"('TWTR', '2020 q1')",0.0
25132,TWTR,2020 q1,5020,0.4534846433429577,Mr. Brent J. Thill,0.6346667783898646,male,Jefferies,"('TWTR', '2020 q1')",0.03333333507180214
25133,TWTR,2020 q1,5020,0.4534846433429577,Mr. Eric J. Sheridan,0.6344405199468365,male,UBS Equities,"('TWTR', '2020 q1')",0.03333333507180214
25134,VIAC,2020 q1,5020,0.5964371483971251,"Mr. Daniel L. Kurnos, CFA",0.5071839359896356,male,The Benchmark Company LLC,"('VIAC', '2020 q1')",0.0
25135,VIAC,2020 q1,5020,0.5964371483971251,"Mr. James C. Goss, CFA",0.5760529377017245,male,Barrington Research Associates,"('VIAC', '2020 q1')",0.0
25136,ATVI,2020 q2,5020,0.3169251021481898,Mr. Yung Kim,0.052952570689333,male,Piper Sandler Companies,"('ATVI', '2020 q2')",0.0
25137,TTWO,2020 q2,5020,0.4096646742298538,Mr. Yung Kim,0.0799124975012736,male,Piper Sandler Companies,"('TTWO', '2020 q2')",0.0
25138,ATVI,2020 q2,5020,0.3169251021481898,Mr. Eric O. Handler,0.1770995319832047,male,MKM Partners,"('ATVI', '2020 q2')",0.03597240522503853
25139,DISCA,2020 q2,5020,0.4684922733496802,Mr. Eric O. Handler,0.4701407375253095,male,MKM Partners,"('DISCA', '2020 q2')",0.06237325817346573
25140,TTWO,2020 q2,5020,0.4096646742298538,Mr. Eric O. Handler,0.270032179083325,male,MKM Partners,"('TTWO', '2020 q2')",0.023510457947850227
25141,ATVI,2020 q2,5020,0.3169251021481898,Mr. Mario Lu,0.055025231359143,male,Barclays,"('ATVI', '2020 q2')",0.0
25142,EA,2020 q2,5020,0.4932291048778158,Mr. Mario Lu,0.3670126717172166,male,Barclays,"('EA', '2020 q2')",0.0
25143,ATVI,2020 q2,5020,0.3169251021481898,"Mr. Matthew C. Thornton, CFA",0.0832876212211254,male,SunTrust Robinson Humphrey Capital Markets,"('ATVI', '2020 q2')",0.0
25144,EA,2020 q2,5020,0.4932291048778158,"Mr. Matthew C. Thornton, CFA",0.4403333351271261,male,SunTrust Robinson Humphrey Capital Markets,"('EA', '2020 q2')",0.0
25145,NFLX,2020 q2,5020,0.4972604971919679,"Mr. Matthew C. Thornton, CFA",0.160458978804021,male,SunTrust Robinson Humphrey Capital Markets,"('NFLX', '2020 q2')",0.0
25146,TTWO,2020 q2,5020,0.4096646742298538,"Mr. Matthew C. Thornton, CFA",0.1154575059407,male,SunTrust Robinson Humphrey Capital Markets,"('TTWO', '2020 q2')",0.0
25147,ATVI,2020 q2,5020,0.3169251021481898,Mr. Alexander Giaimo,0.0800748407989862,male,Jefferies,"('ATVI', '2020 q2')",0.0
25148,NFLX,2020 q2,5020,0.4972604971919679,Mr. Alexander Giaimo,0.1919118499915168,male,Jefferies,"('NFLX', '2020 q2')",0.008002259768545628
25149,ATVI,2020 q2,5020,0.3169251021481898,"Mr. Doug Creutz, CFA",0.1240450691091917,male,Cowen and Company,"('ATVI', '2020 q2')",0.0
25150,DIS,2020 q2,5020,0.2465155888851737,"Mr. Doug Creutz, CFA",0.0675112539219407,male,Cowen and Company,"('DIS', '2020 q2')",0.0
25151,DISCA,2020 q2,5020,0.4684922733496802,"Mr. Doug Creutz, CFA",0.1636757522385258,male,Cowen and Company,"('DISCA', '2020 q2')",0.0
25152,EA,2020 q2,5020,0.4932291048778158,"Mr. Doug Creutz, CFA",0.1699383457989307,male,Cowen and Company,"('EA', '2020 q2')",0.0
25153,FOX,2020 q2,5020,0.5268654786136042,"Mr. Doug Creutz, CFA",0.1517264809512381,male,Cowen and Company,"('FOX', '2020 q2')",0.0
25154,TTWO,2020 q2,5020,0.4096646742298538,"Mr. Doug Creutz, CFA",0.1028980101435642,male,Cowen and Company,"('TTWO', '2020 q2')",0.0
25155,VIAC,2020 q2,5020,0.4442216656169253,"Mr. Doug Creutz, CFA",0.1285756040954095,male,Cowen and Company,"('VIAC', '2020 q2')",0.0
25156,ATVI,2020 q2,5020,0.3169251021481898,Mr. Andrew P. Uerkwitz,0.0566898400548415,male,"Oppenheimer & Co., Inc.","('ATVI', '2020 q2')",0.0
25157,TTWO,2020 q2,5020,0.4096646742298538,Mr. Andrew P. Uerkwitz,0.0671877952400401,male,"Oppenheimer & Co., Inc.","('TTWO', '2020 q2')",0.0
25158,ATVI,2020 q2,5020,0.3169251021481898,Mr. Brian P. Fitzgerald,0.0720399571147313,male,"Wells Fargo Securities, LLC","('ATVI', '2020 q2')",0.0
25159,EA,2020 q2,5020,0.4932291048778158,Mr. Brian P. Fitzgerald,0.16196351087827,male,"Wells Fargo Securities, LLC","('EA', '2020 q2')",0.0
25160,FB,2020 q2,5020,0.4042977711941274,Mr. Brian P. Fitzgerald,0.0985229573204823,male,"Wells Fargo Securities, LLC","('FB', '2020 q2')",0.0
25161,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Brian P. Fitzgerald,0.0530789345716606,male,"Wells Fargo Securities, LLC","('GOOGL', '2020 q2')",0.006893516518175602
25162,TTWO,2020 q2,5020,0.4096646742298538,Mr. Brian P. Fitzgerald,0.119608171218481,male,"Wells Fargo Securities, LLC","('TTWO', '2020 q2')",0.0
25163,ATVI,2020 q2,5020,0.3169251021481898,Mike Hickey,0.131714489363634,male,The Benchmark Company LLC,"('ATVI', '2020 q2')",0.0
25164,EA,2020 q2,5020,0.4932291048778158,Mike Hickey,0.1745984937724665,male,The Benchmark Company LLC,"('EA', '2020 q2')",0.0
25165,TTWO,2020 q2,5020,0.4096646742298538,Mike Hickey,0.1951763597252384,male,The Benchmark Company LLC,"('TTWO', '2020 q2')",0.009852735325694084
25166,ATVI,2020 q2,5020,0.3169251021481898,Mr. Stephen D. Ju,0.2435748409406937,male,Credit Suisse,"('ATVI', '2020 q2')",0.009395300410687923
25167,EA,2020 q2,5020,0.4932291048778158,Mr. Stephen D. Ju,0.3536564025771418,male,Credit Suisse,"('EA', '2020 q2')",0.0
25168,FB,2020 q2,5020,0.4042977711941274,Mr. Stephen D. Ju,0.1333544325424789,male,Credit Suisse,"('FB', '2020 q2')",0.0
25169,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Stephen D. Ju,0.1958919341367993,male,Credit Suisse,"('GOOGL', '2020 q2')",0.0
25170,TTWO,2020 q2,5020,0.4096646742298538,Mr. Stephen D. Ju,0.512555478054755,male,Credit Suisse,"('TTWO', '2020 q2')",0.0
25171,ATVI,2020 q2,5020,0.3169251021481898,M. Nicolas Langlet,0.2429284127273365,male,Exane BNP Paribas,"('ATVI', '2020 q2')",0.0
25172,EA,2020 q2,5020,0.4932291048778158,M. Nicolas Langlet,0.3283524703235218,male,Exane BNP Paribas,"('EA', '2020 q2')",0.0
25173,TTWO,2020 q2,5020,0.4096646742298538,M. Nicolas Langlet,0.3550072896735716,male,Exane BNP Paribas,"('TTWO', '2020 q2')",0.0
25174,ATVI,2020 q2,5020,0.3169251021481898,"Mr. Neil K. Macker, CFA",0.3904743701315463,male,"Morningstar, Inc.","('ATVI', '2020 q2')",0.0
25175,DIS,2020 q2,5020,0.2465155888851737,"Mr. Neil K. Macker, CFA",0.2808318815604452,male,"Morningstar, Inc.","('DIS', '2020 q2')",0.0
25176,DISCA,2020 q2,5020,0.4684922733496802,"Mr. Neil K. Macker, CFA",0.4919463584480785,male,"Morningstar, Inc.","('DISCA', '2020 q2')",0.0
25177,EA,2020 q2,5020,0.4932291048778158,"Mr. Neil K. Macker, CFA",0.4119463505545324,male,"Morningstar, Inc.","('EA', '2020 q2')",0.0
25178,FOX,2020 q2,5020,0.5268654786136042,"Mr. Neil K. Macker, CFA",0.369270084869522,male,"Morningstar, Inc.","('FOX', '2020 q2')",0.0
25179,LYV,2020 q2,5020,0.4040503754376852,"Mr. Neil K. Macker, CFA",0.4734462336951173,male,"Morningstar, Inc.","('LYV', '2020 q2')",0.0
25180,NFLX,2020 q2,5020,0.4972604971919679,"Mr. Neil K. Macker, CFA",0.5850682238005886,male,"Morningstar, Inc.","('NFLX', '2020 q2')",0.0
25181,TTWO,2020 q2,5020,0.4096646742298538,"Mr. Neil K. Macker, CFA",0.4022564840416792,male,"Morningstar, Inc.","('TTWO', '2020 q2')",0.0
25182,VIAC,2020 q2,5020,0.4442216656169253,"Mr. Neil K. Macker, CFA",0.3667267658283715,male,"Morningstar, Inc.","('VIAC', '2020 q2')",0.0
25183,ATVI,2020 q2,5020,0.3169251021481898,Mr. Jeff Cohen,0.0697297380563614,male,Stephens Inc.,"('ATVI', '2020 q2')",0.0
25184,TTWO,2020 q2,5020,0.4096646742298538,Mr. Jeff Cohen,0.1174281367914958,male,Stephens Inc.,"('TTWO', '2020 q2')",0.0
25185,ATVI,2020 q2,5020,0.3169251021481898,Ryan Gee,0.1900133948970468,male,BofA Global Research,"('ATVI', '2020 q2')",0.0
25186,ATVI,2020 q2,5020,0.3169251021481898,Mr. Bryan D. Kraft,0.6420757388705333,male,Deutsche Bank,"('ATVI', '2020 q2')",0.0
25187,CHTR,2020 q2,5020,0.631268415831703,Mr. Bryan D. Kraft,0.9236761032930008,male,Deutsche Bank,"('CHTR', '2020 q2')",0.0
25188,CMCSA,2020 q2,5020,0.2661131405124389,Mr. Bryan D. Kraft,0.195485025808563,male,Deutsche Bank,"('CMCSA', '2020 q2')",0.0
25189,DIS,2020 q2,5020,0.2465155888851737,Mr. Bryan D. Kraft,0.2358599299047351,male,Deutsche Bank,"('DIS', '2020 q2')",0.0
25190,EA,2020 q2,5020,0.4932291048778158,Mr. Bryan D. Kraft,0.7492626596966073,male,Deutsche Bank,"('EA', '2020 q2')",0.0
25191,FOX,2020 q2,5020,0.5268654786136042,Mr. Bryan D. Kraft,0.8796946323455931,male,Deutsche Bank,"('FOX', '2020 q2')",0.0
25192,NFLX,2020 q2,5020,0.4972604971919679,Mr. Bryan D. Kraft,0.220985590458368,male,Deutsche Bank,"('NFLX', '2020 q2')",0.0
25193,TTWO,2020 q2,5020,0.4096646742298538,Mr. Bryan D. Kraft,0.8352868452745851,male,Deutsche Bank,"('TTWO', '2020 q2')",0.0
25194,VIAC,2020 q2,5020,0.4442216656169253,Mr. Bryan D. Kraft,0.2026044977332726,male,Deutsche Bank,"('VIAC', '2020 q2')",0.0
25195,ATVI,2020 q2,5020,0.3169251021481898,"Mr. Brian T. Nowak, CFA",0.2378073378164948,male,Morgan Stanley,"('ATVI', '2020 q2')",0.0
25196,FB,2020 q2,5020,0.4042977711941274,"Mr. Brian T. Nowak, CFA",0.2030102365864122,male,Morgan Stanley,"('FB', '2020 q2')",0.0
25197,GOOGL,2020 q2,5020,0.3190309051514387,"Mr. Brian T. Nowak, CFA",0.2675290780883269,male,Morgan Stanley,"('GOOGL', '2020 q2')",0.0
25198,TTWO,2020 q2,5020,0.4096646742298538,"Mr. Brian T. Nowak, CFA",0.3199784582082704,male,Morgan Stanley,"('TTWO', '2020 q2')",0.018813790753483772
25199,TWTR,2020 q2,5020,0.4454272645068928,"Mr. Brian T. Nowak, CFA",0.2778457105257104,male,Morgan Stanley,"('TWTR', '2020 q2')",0.0
25200,ATVI,2020 q2,5020,0.3169251021481898,John Freeman,0.5437939968054647,male,CFRA Equity Research,"('ATVI', '2020 q2')",0.0
25201,EA,2020 q2,5020,0.4932291048778158,John Freeman,0.4293384841338589,male,CFRA Equity Research,"('EA', '2020 q2')",0.0
25202,FB,2020 q2,5020,0.4042977711941274,John Freeman,0.4473733603031102,male,CFRA Equity Research,"('FB', '2020 q2')",0.0
25203,TTWO,2020 q2,5020,0.4096646742298538,John Freeman,0.4815496511620126,male,CFRA Equity Research,"('TTWO', '2020 q2')",0.0
25204,TWTR,2020 q2,5020,0.4454272645068928,John Freeman,0.6111093171263786,male,CFRA Equity Research,"('TWTR', '2020 q2')",0.0
25205,ATVI,2020 q2,5020,0.3169251021481898,Michael H. Pachter,0.1054626766359896,male,Wedbush Securities Inc.,"('ATVI', '2020 q2')",0.0
25206,FB,2020 q2,5020,0.4042977711941274,Michael H. Pachter,0.1862082185111418,male,Wedbush Securities Inc.,"('FB', '2020 q2')",0.0
25207,GOOGL,2020 q2,5020,0.3190309051514387,Michael H. Pachter,0.1877259487134264,male,Wedbush Securities Inc.,"('GOOGL', '2020 q2')",0.0
25208,NFLX,2020 q2,5020,0.4972604971919679,Michael H. Pachter,0.1805168002876443,male,Wedbush Securities Inc.,"('NFLX', '2020 q2')",0.0
25209,TTWO,2020 q2,5020,0.4096646742298538,Michael H. Pachter,0.1138633972303529,male,Wedbush Securities Inc.,"('TTWO', '2020 q2')",0.0
25210,TWTR,2020 q2,5020,0.4454272645068928,Michael H. Pachter,0.3556649871128047,male,Wedbush Securities Inc.,"('TWTR', '2020 q2')",0.0
25211,CHTR,2020 q2,5020,0.631268415831703,"Benjamin D. Swinburne, CFA",0.4040405933848914,male,Morgan Stanley,"('CHTR', '2020 q2')",0.0
25212,CHTR,2020 q2,5020,0.631268415831703,"Benjamin D. Swinburne, CFA",0.4040405933848914,male,Morgan Stanley Fixed Income Research,"('CHTR', '2020 q2')",0.0
25213,DIS,2020 q2,5020,0.2465155888851737,"Benjamin D. Swinburne, CFA",0.1343856083916647,male,Morgan Stanley,"('DIS', '2020 q2')",0.0
25214,DIS,2020 q2,5020,0.2465155888851737,"Benjamin D. Swinburne, CFA",0.1343856083916647,male,Morgan Stanley Fixed Income Research,"('DIS', '2020 q2')",0.0
25215,DISCA,2020 q2,5020,0.4684922733496802,"Benjamin D. Swinburne, CFA",0.2500226005316568,male,Morgan Stanley,"('DISCA', '2020 q2')",0.010809638537466526
25216,DISCA,2020 q2,5020,0.4684922733496802,"Benjamin D. Swinburne, CFA",0.2500226005316568,male,Morgan Stanley Fixed Income Research,"('DISCA', '2020 q2')",0.010809638537466526
25217,DISH,2020 q2,5020,0.5268528314873436,"Benjamin D. Swinburne, CFA",0.3167374313758395,male,Morgan Stanley,"('DISH', '2020 q2')",0.0
25218,DISH,2020 q2,5020,0.5268528314873436,"Benjamin D. Swinburne, CFA",0.3167374313758395,male,Morgan Stanley Fixed Income Research,"('DISH', '2020 q2')",0.0
25219,FOX,2020 q2,5020,0.5268654786136042,"Benjamin D. Swinburne, CFA",0.1907599217530909,male,Morgan Stanley,"('FOX', '2020 q2')",0.0
25220,FOX,2020 q2,5020,0.5268654786136042,"Benjamin D. Swinburne, CFA",0.1907599217530909,male,Morgan Stanley Fixed Income Research,"('FOX', '2020 q2')",0.0
25221,IPG,2020 q2,5020,0.7635560902212571,"Benjamin D. Swinburne, CFA",0.5545120604951562,male,Morgan Stanley,"('IPG', '2020 q2')",0.0
25222,IPG,2020 q2,5020,0.7635560902212571,"Benjamin D. Swinburne, CFA",0.5545120604951562,male,Morgan Stanley Fixed Income Research,"('IPG', '2020 q2')",0.0
25223,LYV,2020 q2,5020,0.4040503754376852,"Benjamin D. Swinburne, CFA",0.2755461729150957,male,Morgan Stanley,"('LYV', '2020 q2')",0.0
25224,LYV,2020 q2,5020,0.4040503754376852,"Benjamin D. Swinburne, CFA",0.2755461729150957,male,Morgan Stanley Fixed Income Research,"('LYV', '2020 q2')",0.0
25225,NFLX,2020 q2,5020,0.4972604971919679,"Benjamin D. Swinburne, CFA",0.2348892872498219,male,Morgan Stanley,"('NFLX', '2020 q2')",0.0
25226,NFLX,2020 q2,5020,0.4972604971919679,"Benjamin D. Swinburne, CFA",0.2348892872498219,male,Morgan Stanley Fixed Income Research,"('NFLX', '2020 q2')",0.0
25227,CHTR,2020 q2,5020,0.631268415831703,Michael McCormack,0.626040898589269,male,Guggenheim Securities LLC,"('CHTR', '2020 q2')",0.0
25228,CMCSA,2020 q2,5020,0.2661131405124389,Michael McCormack,0.1149616809171657,male,Guggenheim Securities LLC,"('CMCSA', '2020 q2')",0.0
25229,CHTR,2020 q2,5020,0.631268415831703,Mr. Matthew Harrigan,0.2964594518692064,male,The Benchmark Company LLC,"('CHTR', '2020 q2')",0.019323192536830902
25230,CMCSA,2020 q2,5020,0.2661131405124389,Mr. Matthew Harrigan,0.121885331868816,male,The Benchmark Company LLC,"('CMCSA', '2020 q2')",0.0
25231,NFLX,2020 q2,5020,0.4972604971919679,Mr. Matthew Harrigan,0.2101480717933226,male,The Benchmark Company LLC,"('NFLX', '2020 q2')",0.0
25232,CHTR,2020 q2,5020,0.631268415831703,"Mr. Michael Hodel, CFA",0.6020356348536591,male,"Morningstar, Inc.","('CHTR', '2020 q2')",0.0
25233,CMCSA,2020 q2,5020,0.2661131405124389,"Mr. Michael Hodel, CFA",0.4679785666479782,male,"Morningstar, Inc.","('CMCSA', '2020 q2')",0.008333333767950535
25234,DISH,2020 q2,5020,0.5268528314873436,"Mr. Michael Hodel, CFA",0.4891713884832045,male,"Morningstar, Inc.","('DISH', '2020 q2')",0.0
25235,CHTR,2020 q2,5020,0.631268415831703,Greg P Miller,0.2948463730062808,male,SunTrust Robinson Humphrey Capital Markets,"('CHTR', '2020 q2')",0.0
25236,DISH,2020 q2,5020,0.5268528314873436,Greg P Miller,0.4588663011012954,male,SunTrust Robinson Humphrey Capital Markets,"('DISH', '2020 q2')",0.0
25237,CHTR,2020 q2,5020,0.631268415831703,Mr. Douglas D. Mitchelson,0.3216046944612428,male,Credit Suisse,"('CHTR', '2020 q2')",0.0
25238,CMCSA,2020 q2,5020,0.2661131405124389,Mr. Douglas D. Mitchelson,0.1968896262117569,male,Credit Suisse,"('CMCSA', '2020 q2')",0.0
25239,DIS,2020 q2,5020,0.2465155888851737,Mr. Douglas D. Mitchelson,0.1649956813962947,male,Credit Suisse,"('DIS', '2020 q2')",0.0
25240,DISCA,2020 q2,5020,0.4684922733496802,Mr. Douglas D. Mitchelson,0.3515518089444673,male,Credit Suisse,"('DISCA', '2020 q2')",0.0
25241,DISH,2020 q2,5020,0.5268528314873436,Mr. Douglas D. Mitchelson,0.2729117456999465,male,Credit Suisse,"('DISH', '2020 q2')",0.0
25242,CHTR,2020 q2,5020,0.631268415831703,Mr. Vijay Jayant,0.4913956713326248,male,EVERCORE ISI,"('CHTR', '2020 q2')",0.0
25243,CMCSA,2020 q2,5020,0.2661131405124389,Mr. Vijay Jayant,0.1181836505587264,male,EVERCORE ISI,"('CMCSA', '2020 q2')",0.0
25244,DIS,2020 q2,5020,0.2465155888851737,Mr. Vijay Jayant,0.1378242395257005,male,EVERCORE ISI,"('DIS', '2020 q2')",0.0
25245,DISCA,2020 q2,5020,0.4684922733496802,Mr. Vijay Jayant,0.1832290159536107,male,EVERCORE ISI,"('DISCA', '2020 q2')",0.0
25246,NFLX,2020 q2,5020,0.4972604971919679,Mr. Vijay Jayant,0.1984724772603684,male,EVERCORE ISI,"('NFLX', '2020 q2')",0.0
25247,CHTR,2020 q2,5020,0.631268415831703,"Mr. John Janedis, CFA",0.4964725575424774,male,Wolfe Research,"('CHTR', '2020 q2')",0.0
25248,CMCSA,2020 q2,5020,0.2661131405124389,"Mr. John Janedis, CFA",0.2296282676129774,male,Wolfe Research,"('CMCSA', '2020 q2')",0.015061603859066963
25249,DIS,2020 q2,5020,0.2465155888851737,"Mr. John Janedis, CFA",0.1736083093366187,male,Wolfe Research,"('DIS', '2020 q2')",0.0
25250,DISCA,2020 q2,5020,0.4684922733496802,"Mr. John Janedis, CFA",0.2937828675154275,male,Wolfe Research,"('DISCA', '2020 q2')",0.0
25251,DISH,2020 q2,5020,0.5268528314873436,"Mr. John Janedis, CFA",0.6748368138243647,male,Wolfe Research,"('DISH', '2020 q2')",0.03333333507180214
25252,FOX,2020 q2,5020,0.5268654786136042,"Mr. John Janedis, CFA",0.2291238350239303,male,Wolfe Research,"('FOX', '2020 q2')",0.0
25253,NFLX,2020 q2,5020,0.4972604971919679,"Mr. John Janedis, CFA",0.2452138219978057,male,Wolfe Research,"('NFLX', '2020 q2')",0.0
25254,VIAC,2020 q2,5020,0.4442216656169253,"Mr. John Janedis, CFA",0.2721497852336275,male,Wolfe Research,"('VIAC', '2020 q2')",0.008374921977519989
25255,CHTR,2020 q2,5020,0.631268415831703,"Tuna N. Amobi, CFA",0.665349818088547,male,CFRA Equity Research,"('CHTR', '2020 q2')",0.0
25256,DIS,2020 q2,5020,0.2465155888851737,"Tuna N. Amobi, CFA",0.396562007697482,male,CFRA Equity Research,"('DIS', '2020 q2')",0.0
25257,DISH,2020 q2,5020,0.5268528314873436,"Tuna N. Amobi, CFA",0.5310716109498889,male,CFRA Equity Research,"('DISH', '2020 q2')",0.0
25258,FOX,2020 q2,5020,0.5268654786136042,"Tuna N. Amobi, CFA",0.452639497670287,male,CFRA Equity Research,"('FOX', '2020 q2')",0.0
25259,IPG,2020 q2,5020,0.7635560902212571,"Tuna N. Amobi, CFA",0.9024041766557463,male,CFRA Equity Research,"('IPG', '2020 q2')",0.0
25260,LYV,2020 q2,5020,0.4040503754376852,"Tuna N. Amobi, CFA",0.5796770607822547,male,CFRA Equity Research,"('LYV', '2020 q2')",0.0
25261,NFLX,2020 q2,5020,0.4972604971919679,"Tuna N. Amobi, CFA",0.5156073581762834,male,CFRA Equity Research,"('NFLX', '2020 q2')",0.0
25262,NWSA,2020 q2,5020,0.5420256212452872,"Tuna N. Amobi, CFA",0.5692084501497864,male,CFRA Equity Research,"('NWSA', '2020 q2')",0.0
25263,OMC,2020 q2,5020,0.817575620308141,"Tuna N. Amobi, CFA",0.9069197020098316,male,CFRA Equity Research,"('OMC', '2020 q2')",0.0
25264,VIAC,2020 q2,5020,0.4442216656169253,"Tuna N. Amobi, CFA",0.4201396061018673,male,CFRA Equity Research,"('VIAC', '2020 q2')",0.0
25265,CHTR,2020 q2,5020,0.631268415831703,Mr. Kutgun Maral,0.2314458805206343,male,RBC Capital Markets,"('CHTR', '2020 q2')",0.0
25266,CMCSA,2020 q2,5020,0.2661131405124389,Mr. Kutgun Maral,0.0770960545557529,male,RBC Capital Markets,"('CMCSA', '2020 q2')",0.0
25267,DIS,2020 q2,5020,0.2465155888851737,Mr. Kutgun Maral,0.0397903312532948,male,RBC Capital Markets,"('DIS', '2020 q2')",0.0
25268,DISCA,2020 q2,5020,0.4684922733496802,Mr. Kutgun Maral,0.1458543619821738,male,RBC Capital Markets,"('DISCA', '2020 q2')",0.0
25269,DISH,2020 q2,5020,0.5268528314873436,Mr. Kutgun Maral,0.249829554414186,male,RBC Capital Markets,"('DISH', '2020 q2')",0.0
25270,FOX,2020 q2,5020,0.5268654786136042,Mr. Kutgun Maral,0.1449345989019522,male,RBC Capital Markets,"('FOX', '2020 q2')",0.01666666753590107
25271,VIAC,2020 q2,5020,0.4442216656169253,Mr. Kutgun Maral,0.0908142034403819,male,RBC Capital Markets,"('VIAC', '2020 q2')",0.0
25272,CHTR,2020 q2,5020,0.631268415831703,Ms. Jessica J. Reif Ehrlich,0.2998662740645812,female,BofA Global Research,"('CHTR', '2020 q2')",0.0
25273,CMCSA,2020 q2,5020,0.2661131405124389,Ms. Jessica J. Reif Ehrlich,0.2133216189735395,female,BofA Global Research,"('CMCSA', '2020 q2')",0.0
25274,NWSA,2020 q2,5020,0.5420256212452872,Ms. Jessica J. Reif Ehrlich,0.2989234185427258,female,BofA Global Research,"('NWSA', '2020 q2')",0.010779299773275852
25275,VIAC,2020 q2,5020,0.4442216656169253,Ms. Jessica J. Reif Ehrlich,0.2397129532673133,female,BofA Global Research,"('VIAC', '2020 q2')",0.008167077787220478
25276,CMCSA,2020 q2,5020,0.2661131405124389,Ms. Jennifer M. Fritzsche,0.1262170272050252,female,"Wells Fargo Securities, LLC","('CMCSA', '2020 q2')",0.0
25277,CMCSA,2020 q2,5020,0.2661131405124389,"Jeff C. Fan, CFA",0.098066045736003,male,Scotiabank GBM,"('CMCSA', '2020 q2')",0.0
25278,CMCSA,2020 q2,5020,0.2661131405124389,"Gregory Williams, CFA",0.109389489168396,male,Cowen and Company,"('CMCSA', '2020 q2')",0.0
25279,CMCSA,2020 q2,5020,0.2661131405124389,Mr. Jeff D. Wlodarczak,0.1356969577649669,male,Pivotal Research Group,"('CMCSA', '2020 q2')",0.0
25280,DISH,2020 q2,5020,0.5268528314873436,Mr. Jeff D. Wlodarczak,0.2706828262270269,male,Pivotal Research Group,"('DISH', '2020 q2')",0.0
25281,NFLX,2020 q2,5020,0.4972604971919679,Mr. Jeff D. Wlodarczak,0.2168111897235906,male,Pivotal Research Group,"('NFLX', '2020 q2')",0.005537529941648245
25282,DIS,2020 q2,5020,0.2465155888851737,Mr. David W. Miller,0.0845243470812075,male,"Imperial Capital, LLC","('DIS', '2020 q2')",0.0
25283,DISCA,2020 q2,5020,0.4684922733496802,Mr. David W. Miller,0.164983028456011,male,"Imperial Capital, LLC","('DISCA', '2020 q2')",0.0
25284,NFLX,2020 q2,5020,0.4972604971919679,Mr. David W. Miller,0.1803302524406966,male,"Imperial Capital, LLC","('NFLX', '2020 q2')",0.0
25285,VIAC,2020 q2,5020,0.4442216656169253,Mr. David W. Miller,0.1290278793731138,male,"Imperial Capital, LLC","('VIAC', '2020 q2')",0.01061084462950627
25286,DIS,2020 q2,5020,0.2465155888851737,Mr. Steven Cahall,0.0584129797963843,male,"Wells Fargo Securities, LLC","('DIS', '2020 q2')",0.0
25287,DISCA,2020 q2,5020,0.4684922733496802,Mr. Steven Cahall,0.1459805825243502,male,"Wells Fargo Securities, LLC","('DISCA', '2020 q2')",0.0
25288,FOX,2020 q2,5020,0.5268654786136042,Mr. Steven Cahall,0.1638544373422711,male,"Wells Fargo Securities, LLC","('FOX', '2020 q2')",0.0
25289,IPG,2020 q2,5020,0.7635560902212571,Mr. Steven Cahall,0.5448290529793122,male,"Wells Fargo Securities, LLC","('IPG', '2020 q2')",0.006171629764139652
25290,NFLX,2020 q2,5020,0.4972604971919679,Mr. Steven Cahall,0.1680626691133643,male,"Wells Fargo Securities, LLC","('NFLX', '2020 q2')",0.0
25291,OMC,2020 q2,5020,0.817575620308141,Mr. Steven Cahall,0.6713384181254467,male,"Wells Fargo Securities, LLC","('OMC', '2020 q2')",0.0
25292,VIAC,2020 q2,5020,0.4442216656169253,Mr. Steven Cahall,0.1214546716438256,male,"Wells Fargo Securities, LLC","('VIAC', '2020 q2')",0.007411891128867865
25293,DISCA,2020 q2,5020,0.4684922733496802,SADIF Research,0.9447970896997951,Not a person,Sadif Analytics Prime,"('DISCA', '2020 q2')",0.935272753238678
25294,NFLX,2020 q2,5020,0.4972604971919679,SADIF Research,0.9675694010005752,Not a person,Sadif Analytics Prime,"('NFLX', '2020 q2')",0.9505058526992798
25295,FB,2020 q2,5020,0.4042977711941274,Mr. Rohit Kulkarni,0.0864998960869318,male,MKM Partners,"('FB', '2020 q2')",0.022716086357831955
25296,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Rohit Kulkarni,0.1717608072135152,male,MKM Partners,"('GOOGL', '2020 q2')",0.03067683055996895
25297,FB,2020 q2,5020,0.4042977711941274,William Kerr,0.1157767066724523,male,Cowen and Company,"('FB', '2020 q2')",0.0
25298,NFLX,2020 q2,5020,0.4972604971919679,William Kerr,0.1231614227734637,male,Cowen and Company,"('NFLX', '2020 q2')",0.0
25299,TWTR,2020 q2,5020,0.4454272645068928,William Kerr,0.1530777745127776,male,Cowen and Company,"('TWTR', '2020 q2')",0.0
25300,FB,2020 q2,5020,0.4042977711941274,Mr. Jason S. Helfstein,0.0738684298713896,male,"Oppenheimer & Co., Inc.","('FB', '2020 q2')",0.0
25301,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Jason S. Helfstein,0.0633607908742955,male,"Oppenheimer & Co., Inc.","('GOOGL', '2020 q2')",0.0
25302,NFLX,2020 q2,5020,0.4972604971919679,Mr. Jason S. Helfstein,0.1991951102135527,male,"Oppenheimer & Co., Inc.","('NFLX', '2020 q2')",0.0
25303,FB,2020 q2,5020,0.4042977711941274,Mr. Ross Sandler,0.0613194267088352,male,Barclays,"('FB', '2020 q2')",0.0
25304,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Ross Sandler,0.238675057540044,male,Barclays,"('GOOGL', '2020 q2')",0.0
25305,TWTR,2020 q2,5020,0.4454272645068928,Mr. Ross Sandler,0.2807439163251087,male,Barclays,"('TWTR', '2020 q2')",0.0
25306,FB,2020 q2,5020,0.4042977711941274,Mr. Michael Levine,0.6598780917698843,male,Pivotal Research Group,"('FB', '2020 q2')",0.03333333507180214
25307,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Michael Levine,0.2854258115140028,male,Pivotal Research Group,"('GOOGL', '2020 q2')",0.038404304534196854
25308,FB,2020 q2,5020,0.4042977711941274,Justin Post,0.1354155349905587,male,BofA Global Research,"('FB', '2020 q2')",0.008021750021725893
25309,GOOGL,2020 q2,5020,0.3190309051514387,Justin Post,0.0829795579561631,male,BofA Global Research,"('GOOGL', '2020 q2')",0.01690836902707815
25310,TWTR,2020 q2,5020,0.4454272645068928,Justin Post,0.0753755224317405,male,BofA Global Research,"('TWTR', '2020 q2')",0.0
25311,FB,2020 q2,5020,0.4042977711941274,Mr. Youssef H. Squali,0.066377246218402,male,SunTrust Robinson Humphrey Capital Markets,"('FB', '2020 q2')",0.0
25312,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Youssef H. Squali,0.0430224345781305,male,SunTrust Robinson Humphrey Capital Markets,"('GOOGL', '2020 q2')",0.03465917333960533
25313,TWTR,2020 q2,5020,0.4454272645068928,Mr. Youssef H. Squali,0.1224760226484471,male,SunTrust Robinson Humphrey Capital Markets,"('TWTR', '2020 q2')",0.0
25314,FB,2020 q2,5020,0.4042977711941274,"Mr. Shyam Patil, CFA",0.104830499648264,male,Susquehanna Financial Group LLLP,"('FB', '2020 q2')",0.0
25315,GOOGL,2020 q2,5020,0.3190309051514387,"Mr. Shyam Patil, CFA",0.1632819866598447,male,Susquehanna Financial Group LLLP,"('GOOGL', '2020 q2')",0.0
25316,TWTR,2020 q2,5020,0.4454272645068928,"Mr. Shyam Patil, CFA",0.0831231801068464,male,Susquehanna Financial Group LLLP,"('TWTR', '2020 q2')",0.0
25317,FB,2020 q2,5020,0.4042977711941274,Mr. Ali Mogharabi,0.3287728464140632,male,"Morningstar, Inc.","('FB', '2020 q2')",0.011111111690600714
25318,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Ali Mogharabi,0.3839855766715995,male,"Morningstar, Inc.","('GOOGL', '2020 q2')",0.0
25319,IPG,2020 q2,5020,0.7635560902212571,Mr. Ali Mogharabi,0.849851929585116,male,"Morningstar, Inc.","('IPG', '2020 q2')",0.0
25320,OMC,2020 q2,5020,0.817575620308141,Mr. Ali Mogharabi,0.8036129747818012,male,"Morningstar, Inc.","('OMC', '2020 q2')",0.0
25321,TWTR,2020 q2,5020,0.4454272645068928,Mr. Ali Mogharabi,0.4147990568186434,male,"Morningstar, Inc.","('TWTR', '2020 q2')",0.0
25322,FB,2020 q2,5020,0.4042977711941274,Maxwell Spaeth,0.2661298704275475,male,Cowen and Company,"('FB', '2020 q2')",0.0
25323,FB,2020 q2,5020,0.4042977711941274,Mr. Mark S. Mahaney,0.0737593506110981,male,RBC Capital Markets,"('FB', '2020 q2')",0.0
25324,NFLX,2020 q2,5020,0.4972604971919679,Mr. Mark S. Mahaney,0.0862173626304213,male,RBC Capital Markets,"('NFLX', '2020 q2')",0.006380867213010788
25325,TWTR,2020 q2,5020,0.4454272645068928,Mr. Mark S. Mahaney,0.1027333534522498,male,RBC Capital Markets,"('TWTR', '2020 q2')",0.0
25326,FB,2020 q2,5020,0.4042977711941274,Mr. Brent J. Thill,0.0468175941021496,male,Jefferies,"('FB', '2020 q2')",0.0
25327,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Brent J. Thill,0.0455392108544159,male,Jefferies,"('GOOGL', '2020 q2')",0.02333991788327694
25328,FB,2020 q2,5020,0.4042977711941274,"Mr. Ronald V. Josey, III",0.0970053452692891,male,JMP Securities,"('FB', '2020 q2')",0.0
25329,FB,2020 q2,5020,0.4042977711941274,Ms. Merlyn Sushmitha,0.6600020382764336,female,Crispidea,"('FB', '2020 q2')",0.03333333507180214
25330,OMC,2020 q2,5020,0.817575620308141,Ms. Merlyn Sushmitha,0.8732477831463797,female,Crispidea,"('OMC', '2020 q2')",0.01503565814346075
25331,FB,2020 q2,5020,0.4042977711941274,Mr. Simon T. Baker,0.7644509104283498,male,Societe Generale,"('FB', '2020 q2')",0.0
25332,FOX,2020 q2,5020,0.5268654786136042,Mr. Simon T. Baker,0.9342511729020192,male,Societe Generale,"('FOX', '2020 q2')",0.025494759902358055
25333,VIAC,2020 q2,5020,0.4442216656169253,Mr. Simon T. Baker,0.936381107700487,male,Societe Generale,"('VIAC', '2020 q2')",0.015468060038983822
25334,FB,2020 q2,5020,0.4042977711941274,"Akshat Agarwal, CFA",0.7298003688074569,male,Jefferies,"('FB', '2020 q2')",0.0
25335,FB,2020 q2,5020,0.4042977711941274,"Ms. Maria Ripps, CFA, CFA",0.0946229077384974,female,Canaccord Genuity,"('FB', '2020 q2')",0.0
25336,GOOGL,2020 q2,5020,0.3190309051514387,"Ms. Maria Ripps, CFA, CFA",0.0857880697732076,female,Canaccord Genuity,"('GOOGL', '2020 q2')",0.0
25337,FB,2020 q2,5020,0.4042977711941274,Lloyd Walmsley,0.1121829651264001,male,Deutsche Bank,"('FB', '2020 q2')",0.0
25338,GOOGL,2020 q2,5020,0.3190309051514387,Lloyd Walmsley,0.0759188265795013,male,Deutsche Bank,"('GOOGL', '2020 q2')",0.0
25339,TWTR,2020 q2,5020,0.4454272645068928,Lloyd Walmsley,0.7357915177677172,male,Deutsche Bank,"('TWTR', '2020 q2')",0.012475295923650265
25340,FB,2020 q2,5020,0.4042977711941274,"Mr. Michael Morris, CFA",0.390020701064349,male,Guggenheim Securities LLC,"('FB', '2020 q2')",0.0
25341,NFLX,2020 q2,5020,0.4972604971919679,"Mr. Michael Morris, CFA",0.4696259821658454,male,Guggenheim Securities LLC,"('NFLX', '2020 q2')",0.0
25342,TWTR,2020 q2,5020,0.4454272645068928,"Mr. Michael Morris, CFA",0.3338080538371561,male,Guggenheim Securities LLC,"('TWTR', '2020 q2')",0.0
25343,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Christophe Cherblanc,0.95604043417385,male,Societe Generale,"('GOOGL', '2020 q2')",0.0
25344,NFLX,2020 q2,5020,0.4972604971919679,Mr. Christophe Cherblanc,0.947716062955564,male,Societe Generale,"('NFLX', '2020 q2')",0.0
25345,GOOGL,2020 q2,5020,0.3190309051514387,"Shebly Seyrafi, CFA",0.2013296983931151,male,FBN Securities,"('GOOGL', '2020 q2')",0.0
25346,TWTR,2020 q2,5020,0.4454272645068928,"Shebly Seyrafi, CFA",0.2539929494559575,male,FBN Securities,"('TWTR', '2020 q2')",0.0
25347,GOOGL,2020 q2,5020,0.3190309051514387,John R. Blackledge,0.0757598356702854,male,Cowen and Company,"('GOOGL', '2020 q2')",0.0
25348,GOOGL,2020 q2,5020,0.3190309051514387,Mr. Kevin Rippey,0.0953751519940716,male,EVERCORE ISI,"('GOOGL', '2020 q2')",0.0
25349,TWTR,2020 q2,5020,0.4454272645068928,Mr. Kevin Rippey,0.3596759448315733,male,EVERCORE ISI,"('TWTR', '2020 q2')",0.0
25350,LYV,2020 q2,5020,0.4040503754376852,Mr. Brett A. Knoblauch,0.10894945291357,male,Berenberg,"('LYV', '2020 q2')",0.027358073741197586
25351,LYV,2020 q2,5020,0.4040503754376852,Mr. John Healy,0.2513944178471267,male,Northcoast Research,"('LYV', '2020 q2')",0.012052031233906746
25352,LYV,2020 q2,5020,0.4040503754376852,Mr. Stephen Glagola,0.1115169517577033,male,Cowen and Company,"('LYV', '2020 q2')",0.006444449536502361
25353,LYV,2020 q2,5020,0.4040503754376852,John Belton,0.2949482109218255,male,EVERCORE ISI,"('LYV', '2020 q2')",0.0
25354,LYV,2020 q2,5020,0.4040503754376852,Mr. Ryan Sundby,0.1385798005418713,male,William Blair & Company,"('LYV', '2020 q2')",0.0
25355,LYV,2020 q2,5020,0.4040503754376852,"Mr. Khoa D. Ngo, CFA",0.2114316670989289,male,Jefferies,"('LYV', '2020 q2')",0.011495682410895824
25356,LYV,2020 q2,5020,0.4040503754376852,Mr. Curry Baker,0.4673163327110988,male,Guggenheim Securities LLC,"('LYV', '2020 q2')",0.0
25357,NWSA,2020 q2,5020,0.5420256212452872,Mr. Curry Baker,0.320763693226092,male,Guggenheim Securities LLC,"('NWSA', '2020 q2')",0.0
25358,LYV,2020 q2,5020,0.4040503754376852,Mr. John P. Tinker,0.1450823689066368,male,Gabelli & Company,"('LYV', '2020 q2')",0.019582828506827354
25359,NFLX,2020 q2,5020,0.4972604971919679,Mr. Lee Horowitz,0.634089533567863,male,EVERCORE ISI,"('NFLX', '2020 q2')",0.03333333507180214
25360,NFLX,2020 q2,5020,0.4972604971919679,Michael J. Olson,0.1430128075524682,male,Piper Sandler Companies,"('NFLX', '2020 q2')",0.0
25361,NFLX,2020 q2,5020,0.4972604971919679,Mr. Nat H. Schindler,0.1066828986960923,male,BofA Global Research,"('NFLX', '2020 q2')",0.01214109268039465
25362,NFLX,2020 q2,5020,0.4972604971919679,"Mr. Ralph E. Schackart, CFA",0.3188645258786356,male,William Blair & Company,"('NFLX', '2020 q2')",0.0
25363,NWSA,2020 q2,5020,0.5420256212452872,Mr. Brian Han,0.5318774793387074,male,"Morningstar, Inc.","('NWSA', '2020 q2')",0.008026967963410748
25364,NWSA,2020 q2,5020,0.5420256212452872,Mr. Andrew J. Mcleod,0.577384964285399,male,Morgan Stanley,"('NWSA', '2020 q2')",0.0
25365,NWSA,2020 q2,5020,0.5420256212452872,Mr. Entcho Raykovski,0.4044960145495331,male,Credit Suisse,"('NWSA', '2020 q2')",0.03250507544726133
25366,OMC,2020 q2,5020,0.817575620308141,Julien M. Roch,0.6312519616711662,male,Barclays,"('OMC', '2020 q2')",0.0
25367,OMC,2020 q2,5020,0.817575620308141,Mr. Adrien de Saint Hilaire,0.5972399250487922,male,BofA Global Research,"('OMC', '2020 q2')",0.0
25368,TTWO,2020 q2,5020,0.4096646742298538,Gerrick L. Johnson,0.0957193632942104,male,BMO Capital Markets,"('TTWO', '2020 q2')",0.0
25369,TTWO,2020 q2,5020,0.4096646742298538,Mr. Eric J. Sheridan,0.2619614008899286,male,UBS Equities,"('TTWO', '2020 q2')",0.015269788913428783
25370,TWTR,2020 q2,5020,0.4454272645068928,Mr. Christopher A. Jacobson,0.4658478157305143,male,Susquehanna Financial Group LLLP,"('TWTR', '2020 q2')",0.10773822851479053
25371,TWTR,2020 q2,5020,0.4454272645068928,Daniel Salmon,0.2022377898482583,male,BMO Capital Markets,"('TWTR', '2020 q2')",0.0
25372,TWTR,2020 q2,5020,0.4454272645068928,Doug Anmuth,0.0895015247237648,male,JPMorgan,"('TWTR', '2020 q2')",0.0
25373,VIAC,2020 q2,5020,0.4442216656169253,"Mr. Daniel L. Kurnos, CFA",0.4740243381987703,male,The Benchmark Company LLC,"('VIAC', '2020 q2')",0.0
25374,ALLE,2018 q2,2010,0.7997512024154315,Brian Bernard,0.8367697013219378,male,"Morningstar, Inc.","('ALLE', '2018 q2')",0.011111111690600714
25375,FAST,2018 q2,2010,0.7494071827996219,Brian Bernard,0.6665799503964189,male,"Morningstar, Inc.","('FAST', '2018 q2')",0.022222223381201427
25376,FBHS,2018 q2,2010,0.6518835186916754,Brian Bernard,0.628124416945168,male,"Morningstar, Inc.","('FBHS', '2018 q2')",0.0
25377,GWW,2018 q2,2010,0.7336748294334006,Brian Bernard,0.8010194305582922,male,"Morningstar, Inc.","('GWW', '2018 q2')",0.006666667014360428
25378,MAS,2018 q2,2010,0.4715099997094841,Brian Bernard,0.5391599515577233,male,"Morningstar, Inc.","('MAS', '2018 q2')",0.0
25379,TT,2018 q2,2010,0.6606942713750679,Brian Bernard,0.710471462906133,male,"Morningstar, Inc.","('TT', '2018 q2')",0.0
25380,ALLE,2018 q2,2010,0.7997512024154315,Julian Mitchell,0.6645831770611919,male,Barclays,"('ALLE', '2018 q2')",0.0
25381,DOV,2018 q2,2010,0.5999396027416839,Julian Mitchell,0.1873402072766213,male,Barclays,"('DOV', '2018 q2')",0.0
25382,EMR,2018 q2,2010,0.5906440069175556,Julian Mitchell,0.3127953200028537,male,Barclays,"('EMR', '2018 q2')",0.0
25383,ETN,2018 q2,2010,0.577883844486125,Julian Mitchell,0.3170857550987848,male,Barclays,"('ETN', '2018 q2')",0.0
25384,GD,2018 q2,2010,0.5158963094872018,Julian Mitchell,0.2138250570062322,male,Barclays,"('GD', '2018 q2')",0.0
25385,GE,2018 q2,2010,0.4106443835032429,Julian Mitchell,0.21844020582392,male,Barclays,"('GE', '2018 q2')",0.0
25386,IR,2018 q2,2010,0.4493225245663131,Julian Mitchell,0.4493225245663131,male,Barclays,"('IR', '2018 q2')",0.0
25387,JCI,2018 q2,2010,0.7191152958800959,Julian Mitchell,0.7222705895128535,male,Barclays,"('JCI', '2018 q2')",0.0
25388,PNR,2018 q2,2010,0.6100122851252485,Julian Mitchell,0.3561958388575359,male,Barclays,"('PNR', '2018 q2')",0.0
25389,ROK,2018 q2,2010,0.6889418179736324,Julian Mitchell,0.3474736942595079,male,Barclays,"('ROK', '2018 q2')",0.0
25390,TT,2018 q2,2010,0.6606942713750679,Julian Mitchell,0.4170621940634326,male,Barclays,"('TT', '2018 q2')",0.0
25391,ALLE,2018 q2,2010,0.7997512024154315,Mr. Andrew B. Obin,0.6292817256774202,male,BofA Global Research,"('ALLE', '2018 q2')",0.0
25392,DOV,2018 q2,2010,0.5999396027416839,Mr. Andrew B. Obin,0.341750169809663,male,BofA Global Research,"('DOV', '2018 q2')",0.0
25393,EMR,2018 q2,2010,0.5906440069175556,Mr. Andrew B. Obin,0.2856330564427968,male,BofA Global Research,"('EMR', '2018 q2')",0.0
25394,ETN,2018 q2,2010,0.577883844486125,Mr. Andrew B. Obin,0.3792174024854522,male,BofA Global Research,"('ETN', '2018 q2')",0.025713559240102768
25395,GD,2018 q2,2010,0.5158963094872018,Mr. Andrew B. Obin,0.3758675310805559,male,BofA Global Research,"('GD', '2018 q2')",0.0
25396,GE,2018 q2,2010,0.4106443835032429,Mr. Andrew B. Obin,0.3326274795656614,male,BofA Global Research,"('GE', '2018 q2')",0.006666667014360428
25397,HON,2018 q2,2010,0.5677103800550807,Mr. Andrew B. Obin,0.2810131312032534,male,BofA Global Research,"('HON', '2018 q2')",0.0
25398,MMM,2018 q2,2010,0.7172203077240975,Mr. Andrew B. Obin,0.5271025907020329,male,BofA Global Research,"('MMM', '2018 q2')",0.0
25399,PH,2018 q2,2010,0.6393311196518026,Mr. Andrew B. Obin,0.3935675057815906,male,BofA Global Research,"('PH', '2018 q2')",0.010429561138153076
25400,PNR,2018 q2,2010,0.6100122851252485,Mr. Andrew B. Obin,0.4114665275206036,male,BofA Global Research,"('PNR', '2018 q2')",0.0
25401,ROK,2018 q2,2010,0.6889418179736324,Mr. Andrew B. Obin,0.5306356973888451,male,BofA Global Research,"('ROK', '2018 q2')",0.0
25402,TT,2018 q2,2010,0.6606942713750679,Mr. Andrew B. Obin,0.3729319449821803,male,BofA Global Research,"('TT', '2018 q2')",0.0
25403,ALLE,2018 q2,2010,0.7997512024154315,Robert D. Barry,0.6369786255669538,male,Susquehanna Financial Group LLLP,"('ALLE', '2018 q2')",0.0
25404,DOV,2018 q2,2010,0.5999396027416839,Robert D. Barry,0.6496186237881029,male,Susquehanna Financial Group LLLP,"('DOV', '2018 q2')",0.0
25405,FAST,2018 q2,2010,0.7494071827996219,Robert D. Barry,0.6878425506839623,male,Susquehanna Financial Group LLLP,"('FAST', '2018 q2')",0.0
25406,FLS,2018 q2,2010,0.6355161065816399,Robert D. Barry,0.5583098241989531,male,Susquehanna Financial Group LLLP,"('FLS', '2018 q2')",0.0
25407,GWW,2018 q2,2010,0.7336748294334006,Robert D. Barry,0.6601434925080445,male,Susquehanna Financial Group LLLP,"('GWW', '2018 q2')",0.0
25408,JCI,2018 q2,2010,0.7191152958800959,Robert D. Barry,0.541565064014328,male,Susquehanna Financial Group LLLP,"('JCI', '2018 q2')",0.0
25409,PNR,2018 q2,2010,0.6100122851252485,Robert D. Barry,0.8003831303934138,male,Susquehanna Financial Group LLLP,"('PNR', '2018 q2')",0.0
25410,SWK,2018 q2,2010,0.4789618214023933,Robert D. Barry,0.4848785302912738,male,Susquehanna Financial Group LLLP,"('SWK', '2018 q2')",0.0
25411,TT,2018 q2,2010,0.6606942713750679,Robert D. Barry,0.6084906297742334,male,Susquehanna Financial Group LLLP,"('TT', '2018 q2')",0.0
25412,ALLE,2018 q2,2010,0.7997512024154315,"Mr. Richard M. Kwas, CFA",0.7431492770855194,male,"Wells Fargo Securities, LLC","('ALLE', '2018 q2')",0.0
25413,EMR,2018 q2,2010,0.5906440069175556,"Mr. Richard M. Kwas, CFA",0.3691730417587967,male,"Wells Fargo Securities, LLC","('EMR', '2018 q2')",0.0
25414,JCI,2018 q2,2010,0.7191152958800959,"Mr. Richard M. Kwas, CFA",0.5208318274069351,male,"Wells Fargo Securities, LLC","('JCI', '2018 q2')",0.0
25415,ROK,2018 q2,2010,0.6889418179736324,"Mr. Richard M. Kwas, CFA",0.6147177808826926,male,"Wells Fargo Securities, LLC","('ROK', '2018 q2')",0.03333333507180214
25416,TT,2018 q2,2010,0.6606942713750679,"Mr. Richard M. Kwas, CFA",0.4780103827029031,male,"Wells Fargo Securities, LLC","('TT', '2018 q2')",0.0
25417,ALLE,2018 q2,2010,0.7997512024154315,CFRA Research,0.7906547894620078,Not a person,CFRA Equity Research,"('ALLE', '2018 q2')",0.0
25418,AOS,2018 q2,2010,0.3065544390638943,CFRA Research,0.3554177568890783,Not a person,CFRA Equity Research,"('AOS', '2018 q2')",0.0
25419,FBHS,2018 q2,2010,0.6518835186916754,CFRA Research,0.7017326899198559,Not a person,CFRA Equity Research,"('FBHS', '2018 q2')",0.0
25420,HWM,2018 q2,2010,0.6355233406018854,CFRA Research,0.7504863755668698,Not a person,CFRA Equity Research,"('HWM', '2018 q2')",0.0
25421,JCI,2018 q2,2010,0.7191152958800959,CFRA Research,0.7872427720679789,Not a person,CFRA Equity Research,"('JCI', '2018 q2')",0.0
25422,MAS,2018 q2,2010,0.4715099997094841,CFRA Research,0.6245387743774269,Not a person,CFRA Equity Research,"('MAS', '2018 q2')",0.0
25423,ALLE,2018 q2,2010,0.7997512024154315,Mr. Rizk Maidi,0.6833788167468092,male,Berenberg,"('ALLE', '2018 q2')",0.0
25424,EMR,2018 q2,2010,0.5906440069175556,Mr. Rizk Maidi,0.3399120519864056,male,Berenberg,"('EMR', '2018 q2')",0.0
25425,ROK,2018 q2,2010,0.6889418179736324,Mr. Rizk Maidi,0.356968543087412,male,Berenberg,"('ROK', '2018 q2')",0.016321981325745583
25426,AME,2018 q2,2010,0.6109838463387969,Mr. Nigel E. Coe,0.5334032092100461,male,Wolfe Research,"('AME', '2018 q2')",0.02791313035413623
25427,DOV,2018 q2,2010,0.5999396027416839,Mr. Nigel E. Coe,0.226989867244911,male,Wolfe Research,"('DOV', '2018 q2')",0.0
25428,EMR,2018 q2,2010,0.5906440069175556,Mr. Nigel E. Coe,0.4265527676177576,male,Wolfe Research,"('EMR', '2018 q2')",0.0
25429,ETN,2018 q2,2010,0.577883844486125,Mr. Nigel E. Coe,0.3709875086927267,male,Wolfe Research,"('ETN', '2018 q2')",0.0
25430,GD,2018 q2,2010,0.5158963094872018,Mr. Nigel E. Coe,0.5623521058771038,male,Wolfe Research,"('GD', '2018 q2')",0.0
25431,GE,2018 q2,2010,0.4106443835032429,Mr. Nigel E. Coe,0.3711152521286335,male,Wolfe Research,"('GE', '2018 q2')",0.016787750646471977
25432,GWW,2018 q2,2010,0.7336748294334006,Mr. Nigel E. Coe,0.5626322549663371,male,Wolfe Research,"('GWW', '2018 q2')",0.0
25433,HON,2018 q2,2010,0.5677103800550807,Mr. Nigel E. Coe,0.3641277561208085,male,Wolfe Research,"('HON', '2018 q2')",0.0
25434,ITW,2018 q2,2010,0.7599966513319478,Mr. Nigel E. Coe,0.7710880215745376,male,Wolfe Research,"('ITW', '2018 q2')",0.0
25435,JCI,2018 q2,2010,0.7191152958800959,Mr. Nigel E. Coe,0.4236086622786905,male,Wolfe Research,"('JCI', '2018 q2')",0.0
25436,MMM,2018 q2,2010,0.7172203077240975,Mr. Nigel E. Coe,0.7087470770658251,male,Wolfe Research,"('MMM', '2018 q2')",0.0
25437,PH,2018 q2,2010,0.6393311196518026,Mr. Nigel E. Coe,0.6396984889580077,male,Wolfe Research,"('PH', '2018 q2')",0.0
25438,ROK,2018 q2,2010,0.6889418179736324,Mr. Nigel E. Coe,0.467938849148507,male,Wolfe Research,"('ROK', '2018 q2')",0.0
25439,RTX,2018 q2,2010,0.7362247926655858,Mr. Nigel E. Coe,0.5257984823561692,male,Wolfe Research,"('RTX', '2018 q2')",0.0
25440,SWK,2018 q2,2010,0.4789618214023933,Mr. Nigel E. Coe,0.340819631467386,male,Wolfe Research,"('SWK', '2018 q2')",0.0
25441,AME,2018 q2,2010,0.6109838463387969,Elizabeth Vermillion,0.7685824736134225,female,CFRA Equity Research,"('AME', '2018 q2')",0.0
25442,CAT,2018 q2,2010,0.6412945577692746,Elizabeth Vermillion,0.6206200754141927,female,CFRA Equity Research,"('CAT', '2018 q2')",0.0
25443,CMI,2018 q2,2010,0.6449177377539872,Elizabeth Vermillion,0.7236852716084173,female,CFRA Equity Research,"('CMI', '2018 q2')",0.0
25444,DE,2018 q2,2010,0.6182484970429502,Elizabeth Vermillion,0.7316800260083466,female,CFRA Equity Research,"('DE', '2018 q2')",0.0
25445,DOV,2018 q2,2010,0.5999396027416839,Elizabeth Vermillion,0.8774713172297606,female,CFRA Equity Research,"('DOV', '2018 q2')",0.0
25446,EMR,2018 q2,2010,0.5906440069175556,Elizabeth Vermillion,0.7076720749742188,female,CFRA Equity Research,"('EMR', '2018 q2')",0.0
25447,ETN,2018 q2,2010,0.577883844486125,Elizabeth Vermillion,0.7489081428612775,female,CFRA Equity Research,"('ETN', '2018 q2')",0.0
25448,FAST,2018 q2,2010,0.7494071827996219,Elizabeth Vermillion,0.6964895748059833,female,CFRA Equity Research,"('FAST', '2018 q2')",0.0
25449,FLS,2018 q2,2010,0.6355161065816399,Elizabeth Vermillion,0.9042154452917488,female,CFRA Equity Research,"('FLS', '2018 q2')",0.0
25450,GD,2018 q2,2010,0.5158963094872018,Elizabeth Vermillion,0.93961531995068,female,CFRA Equity Research,"('GD', '2018 q2')",0.0
25451,GWW,2018 q2,2010,0.7336748294334006,Elizabeth Vermillion,0.8147528500004522,female,CFRA Equity Research,"('GWW', '2018 q2')",0.0
25452,ITW,2018 q2,2010,0.7599966513319478,Elizabeth Vermillion,0.7746676478472498,female,CFRA Equity Research,"('ITW', '2018 q2')",0.0
25453,PCAR,2018 q2,2010,0.6737530484414929,Elizabeth Vermillion,0.6834368026452851,female,CFRA Equity Research,"('PCAR', '2018 q2')",0.0
25454,PH,2018 q2,2010,0.6393311196518026,Elizabeth Vermillion,0.7992140692235837,female,CFRA Equity Research,"('PH', '2018 q2')",0.0
25455,PNR,2018 q2,2010,0.6100122851252485,Elizabeth Vermillion,0.7502974992073209,female,CFRA Equity Research,"('PNR', '2018 q2')",0.0
25456,PWR,2018 q2,2010,0.7404735878886741,Elizabeth Vermillion,0.9590320937874716,female,CFRA Equity Research,"('PWR', '2018 q2')",0.0
25457,ROK,2018 q2,2010,0.6889418179736324,Elizabeth Vermillion,0.7508813113396141,female,CFRA Equity Research,"('ROK', '2018 q2')",0.0
25458,SWK,2018 q2,2010,0.4789618214023933,Elizabeth Vermillion,0.5556008681692988,female,CFRA Equity Research,"('SWK', '2018 q2')",0.0
25459,TT,2018 q2,2010,0.6606942713750679,Elizabeth Vermillion,0.7695335053276304,female,CFRA Equity Research,"('TT', '2018 q2')",0.0
25460,URI,2018 q2,2010,0.805056351174088,Elizabeth Vermillion,0.7491443506740844,female,CFRA Equity Research,"('URI', '2018 q2')",0.0
25461,AME,2018 q2,2010,0.6109838463387969,"Allison A. Poliniak-Cusic, CFA",0.3029360946567609,female,"Wells Fargo Securities, LLC","('AME', '2018 q2')",0.01666666753590107
25462,FAST,2018 q2,2010,0.7494071827996219,"Allison A. Poliniak-Cusic, CFA",0.4647808339738163,female,"Wells Fargo Securities, LLC","('FAST', '2018 q2')",0.0
25463,GWW,2018 q2,2010,0.7336748294334006,"Allison A. Poliniak-Cusic, CFA",0.3790482277576116,female,"Wells Fargo Securities, LLC","('GWW', '2018 q2')",0.0
25464,IEX,2018 q2,2010,0.5946073328800454,"Allison A. Poliniak-Cusic, CFA",0.6818693779420737,female,"Wells Fargo Securities, LLC","('IEX', '2018 q2')",0.03333333507180214
25465,ROP,2018 q2,2010,0.7108515533479697,"Allison A. Poliniak-Cusic, CFA",0.454938496060737,female,"Wells Fargo Securities, LLC","('ROP', '2018 q2')",0.022222223381201427
25466,WAB,2018 q2,2010,0.5401707024469318,"Allison A. Poliniak-Cusic, CFA",0.4180058059711996,female,"Wells Fargo Securities, LLC","('WAB', '2018 q2')",0.0
25467,AME,2018 q2,2010,0.6109838463387969,Mr. Sawyer C. Rice,0.4698668691448368,male,Morgan Stanley,"('AME', '2018 q2')",0.0
25468,DOV,2018 q2,2010,0.5999396027416839,Mr. Sawyer C. Rice,0.2930488150927475,male,Morgan Stanley,"('DOV', '2018 q2')",0.0
25469,SWK,2018 q2,2010,0.4789618214023933,Mr. Sawyer C. Rice,0.2962545265713494,male,Morgan Stanley,"('SWK', '2018 q2')",0.0
25470,AME,2018 q2,2010,0.6109838463387969,Mr. Keith Schoonmaker,0.721727372549189,male,"Morningstar, Inc.","('AME', '2018 q2')",0.0
25471,CAT,2018 q2,2010,0.6412945577692746,Mr. Keith Schoonmaker,0.5809550711436756,male,"Morningstar, Inc.","('CAT', '2018 q2')",0.0
25472,CMI,2018 q2,2010,0.6449177377539872,Mr. Keith Schoonmaker,0.6283059947425745,male,"Morningstar, Inc.","('CMI', '2018 q2')",0.0
25473,DE,2018 q2,2010,0.6182484970429502,Mr. Keith Schoonmaker,0.7469923349443256,male,"Morningstar, Inc.","('DE', '2018 q2')",0.0
25474,DOV,2018 q2,2010,0.5999396027416839,Mr. Keith Schoonmaker,0.6028573013644,male,"Morningstar, Inc.","('DOV', '2018 q2')",0.0
25475,EMR,2018 q2,2010,0.5906440069175556,Mr. Keith Schoonmaker,0.6495556873882077,male,"Morningstar, Inc.","('EMR', '2018 q2')",0.0
25476,ETN,2018 q2,2010,0.577883844486125,Mr. Keith Schoonmaker,0.8864541452200737,male,"Morningstar, Inc.","('ETN', '2018 q2')",0.0
25477,GE,2018 q2,2010,0.4106443835032429,Mr. Keith Schoonmaker,0.385317524263713,male,"Morningstar, Inc.","('GE', '2018 q2')",0.0
25478,HON,2018 q2,2010,0.5677103800550807,Mr. Keith Schoonmaker,0.580194325327961,male,"Morningstar, Inc.","('HON', '2018 q2')",0.0
25479,ITW,2018 q2,2010,0.7599966513319478,Mr. Keith Schoonmaker,0.7361417580983192,male,"Morningstar, Inc.","('ITW', '2018 q2')",0.0
25480,MMM,2018 q2,2010,0.7172203077240975,Mr. Keith Schoonmaker,0.6243785817935951,male,"Morningstar, Inc.","('MMM', '2018 q2')",0.0
25481,PH,2018 q2,2010,0.6393311196518026,Mr. Keith Schoonmaker,0.724167070680627,male,"Morningstar, Inc.","('PH', '2018 q2')",0.011111111690600714
25482,PNR,2018 q2,2010,0.6100122851252485,Mr. Keith Schoonmaker,0.4801497723659648,male,"Morningstar, Inc.","('PNR', '2018 q2')",0.0
25483,ROP,2018 q2,2010,0.7108515533479697,Mr. Keith Schoonmaker,0.7161745610003549,male,"Morningstar, Inc.","('ROP', '2018 q2')",0.0
25484,AME,2018 q2,2010,0.6109838463387969,Mr. Michael Gaugler,0.3859336424590787,male,Janney Montgomery Scott LLC,"('AME', '2018 q2')",0.0
25485,IEX,2018 q2,2010,0.5946073328800454,Mr. Michael Gaugler,0.4221991767152358,male,Janney Montgomery Scott LLC,"('IEX', '2018 q2')",0.0429643839597702
25486,AME,2018 q2,2010,0.6109838463387969,Christopher D. Glynn,0.5270123170938882,male,"Oppenheimer & Co., Inc.","('AME', '2018 q2')",0.0
25487,EMR,2018 q2,2010,0.5906440069175556,Christopher D. Glynn,0.3783412795861211,male,"Oppenheimer & Co., Inc.","('EMR', '2018 q2')",0.0
25488,ETN,2018 q2,2010,0.577883844486125,Christopher D. Glynn,0.4203077307828967,male,"Oppenheimer & Co., Inc.","('ETN', '2018 q2')",0.0
25489,GE,2018 q2,2010,0.4106443835032429,Christopher D. Glynn,0.1265879689279205,male,"Oppenheimer & Co., Inc.","('GE', '2018 q2')",0.007306282098094623
25490,HON,2018 q2,2010,0.5677103800550807,Christopher D. Glynn,0.3285672494751485,male,"Oppenheimer & Co., Inc.","('HON', '2018 q2')",0.0
25491,ROP,2018 q2,2010,0.7108515533479697,Christopher D. Glynn,0.4938690640440353,male,"Oppenheimer & Co., Inc.","('ROP', '2018 q2')",0.0
25492,AME,2018 q2,2010,0.6109838463387969,"Mr. Deane Dray, CFA",0.1815543947666805,male,RBC Capital Markets,"('AME', '2018 q2')",0.0
25493,DOV,2018 q2,2010,0.5999396027416839,"Mr. Deane Dray, CFA",0.1774949875290472,male,RBC Capital Markets,"('DOV', '2018 q2')",0.0
25494,EMR,2018 q2,2010,0.5906440069175556,"Mr. Deane Dray, CFA",0.1899881573966419,male,RBC Capital Markets,"('EMR', '2018 q2')",0.0
25495,ETN,2018 q2,2010,0.577883844486125,"Mr. Deane Dray, CFA",0.1693738275091259,male,RBC Capital Markets,"('ETN', '2018 q2')",0.0
25496,FLS,2018 q2,2010,0.6355161065816399,"Mr. Deane Dray, CFA",0.3961131466288207,male,RBC Capital Markets,"('FLS', '2018 q2')",0.0
25497,GD,2018 q2,2010,0.5158963094872018,"Mr. Deane Dray, CFA",0.2011056160850775,male,RBC Capital Markets,"('GD', '2018 q2')",0.0
25498,GE,2018 q2,2010,0.4106443835032429,"Mr. Deane Dray, CFA",0.1259009782266823,male,RBC Capital Markets,"('GE', '2018 q2')",0.0
25499,GWW,2018 q2,2010,0.7336748294334006,"Mr. Deane Dray, CFA",0.3208439082038892,male,RBC Capital Markets,"('GWW', '2018 q2')",0.0
25500,IEX,2018 q2,2010,0.5946073328800454,"Mr. Deane Dray, CFA",0.3697088350037718,male,RBC Capital Markets,"('IEX', '2018 q2')",0.010424505919218063
25501,JCI,2018 q2,2010,0.7191152958800959,"Mr. Deane Dray, CFA",0.3301871096933298,male,RBC Capital Markets,"('JCI', '2018 q2')",0.0
25502,MMM,2018 q2,2010,0.7172203077240975,"Mr. Deane Dray, CFA",0.382920858488297,male,RBC Capital Markets,"('MMM', '2018 q2')",0.006340067833662033
25503,PNR,2018 q2,2010,0.6100122851252485,"Mr. Deane Dray, CFA",0.2562843009095347,male,RBC Capital Markets,"('PNR', '2018 q2')",0.0
25504,TT,2018 q2,2010,0.6606942713750679,"Mr. Deane Dray, CFA",0.1947589442460081,male,RBC Capital Markets,"('TT', '2018 q2')",0.0
25505,AOS,2018 q2,2010,0.3065544390638943,"Lawrence T. De Maria, CFA",0.2099355215486688,male,William Blair & Company,"('AOS', '2018 q2')",0.0
25506,CAT,2018 q2,2010,0.6412945577692746,"Lawrence T. De Maria, CFA",0.340582206842163,male,William Blair & Company,"('CAT', '2018 q2')",0.0
25507,CMI,2018 q2,2010,0.6449177377539872,"Lawrence T. De Maria, CFA",0.2850404982832268,male,William Blair & Company,"('CMI', '2018 q2')",0.0
25508,DE,2018 q2,2010,0.6182484970429502,"Lawrence T. De Maria, CFA",0.2425558640860766,male,William Blair & Company,"('DE', '2018 q2')",0.0
25509,AOS,2018 q2,2010,0.3065544390638943,Mr. Charles D. Brady,0.2914952838799552,male,SunTrust Robinson Humphrey Capital Markets,"('AOS', '2018 q2')",0.00942949578166008
25510,DOV,2018 q2,2010,0.5999396027416839,Mr. Charles D. Brady,0.4022282776126053,male,SunTrust Robinson Humphrey Capital Markets,"('DOV', '2018 q2')",0.0
25511,GD,2018 q2,2010,0.5158963094872018,Mr. Charles D. Brady,0.2658365471950739,male,SunTrust Robinson Humphrey Capital Markets,"('GD', '2018 q2')",0.0
25512,IEX,2018 q2,2010,0.5946073328800454,Mr. Charles D. Brady,0.3602798390087158,male,SunTrust Robinson Humphrey Capital Markets,"('IEX', '2018 q2')",0.0
25513,BA,2018 q2,2010,0.5215150765936312,Mr. Ken G. Herbert,0.2517265664737381,male,Canaccord Genuity,"('BA', '2018 q2')",0.019234906882047653
25514,TDG,2018 q2,2010,0.6441633209461598,Mr. Ken G. Herbert,0.2700445530711799,male,Canaccord Genuity,"('TDG', '2018 q2')",0.021147139680882294
25515,BA,2018 q2,2010,0.5215150765936312,Mr. Chris Higgins,0.4463353248219684,male,"Morningstar, Inc.","('BA', '2018 q2')",0.006666667014360428
25516,LMT,2018 q2,2010,0.4548557315897151,Mr. Chris Higgins,0.3965019449289633,male,"Morningstar, Inc.","('LMT', '2018 q2')",0.0
25517,NOC,2018 q2,2010,0.5483630661503398,Mr. Chris Higgins,0.4784978764729344,male,"Morningstar, Inc.","('NOC', '2018 q2')",0.0
25518,TDG,2018 q2,2010,0.6441633209461598,Mr. Chris Higgins,0.6511498568914568,male,"Morningstar, Inc.","('TDG', '2018 q2')",0.0
25519,BA,2018 q2,2010,0.5215150765936312,Mr. Zafar Khan,0.8775598789157022,male,Societe Generale,"('BA', '2018 q2')",0.0
25520,BA,2018 q2,2010,0.5215150765936312,Mr. Sam J. Pearlstein,0.1166676677490789,male,"Wells Fargo Securities, LLC","('BA', '2018 q2')",0.0
25521,HII,2018 q2,2010,0.6102719070833205,Mr. Sam J. Pearlstein,0.3243309746068084,male,"Wells Fargo Securities, LLC","('HII', '2018 q2')",0.0
25522,HWM,2018 q2,2010,0.6355233406018854,Mr. Sam J. Pearlstein,0.3910584040417522,male,"Wells Fargo Securities, LLC","('HWM', '2018 q2')",0.0
25523,LMT,2018 q2,2010,0.4548557315897151,Mr. Sam J. Pearlstein,0.1740622922419163,male,"Wells Fargo Securities, LLC","('LMT', '2018 q2')",0.0
25524,NOC,2018 q2,2010,0.5483630661503398,Mr. Sam J. Pearlstein,0.2532540384332847,male,"Wells Fargo Securities, LLC","('NOC', '2018 q2')",0.0
25525,RTX,2018 q2,2010,0.7362247926655858,Mr. Sam J. Pearlstein,0.4019971346054367,male,"Wells Fargo Securities, LLC","('RTX', '2018 q2')",0.0
25526,BA,2018 q2,2010,0.5215150765936312,"Mr. Cai Von Rumohr, CFA",0.1595140192680657,male,Cowen and Company,"('BA', '2018 q2')",0.0
25527,LMT,2018 q2,2010,0.4548557315897151,"Mr. Cai Von Rumohr, CFA",0.1497053414900325,male,Cowen and Company,"('LMT', '2018 q2')",0.0
25528,NOC,2018 q2,2010,0.5483630661503398,"Mr. Cai Von Rumohr, CFA",0.1828504196547461,male,Cowen and Company,"('NOC', '2018 q2')",0.0
25529,BA,2018 q2,2010,0.5215150765936312,Credit Suisse Global Product Marketing,0.5562449453756738,Not a person,Credit Suisse,"('BA', '2018 q2')",0.018106764182448387
25530,HWM,2018 q2,2010,0.6355233406018854,Credit Suisse Global Product Marketing,0.5709149330002524,Not a person,Credit Suisse,"('HWM', '2018 q2')",0.0
25531,NOC,2018 q2,2010,0.5483630661503398,Credit Suisse Global Product Marketing,0.575249370546626,Not a person,Credit Suisse,"('NOC', '2018 q2')",0.0
25532,BA,2018 q2,2010,0.5215150765936312,Ronald J. J. Epstein,0.2924642359638105,male,BofA Global Research,"('BA', '2018 q2')",0.01666666753590107
25533,HII,2018 q2,2010,0.6102719070833205,Ronald J. J. Epstein,0.5394257429620645,male,BofA Global Research,"('HII', '2018 q2')",0.0
25534,LMT,2018 q2,2010,0.4548557315897151,Ronald J. J. Epstein,0.2842822231576569,male,BofA Global Research,"('LMT', '2018 q2')",0.0
25535,NOC,2018 q2,2010,0.5483630661503398,Ronald J. J. Epstein,0.3928475148327395,male,BofA Global Research,"('NOC', '2018 q2')",0.045725371688604355
25536,RTX,2018 q2,2010,0.7362247926655858,Ronald J. J. Epstein,0.6416966719445949,male,BofA Global Research,"('RTX', '2018 q2')",0.03333333507180214
25537,TDG,2018 q2,2010,0.6441633209461598,Ronald J. J. Epstein,0.7840358923584351,male,BofA Global Research,"('TDG', '2018 q2')",0.0
25538,BA,2018 q2,2010,0.5215150765936312,Mr. Krishna BS,0.5792362626942112,male,Crispidea,"('BA', '2018 q2')",0.0
25539,CAT,2018 q2,2010,0.6412945577692746,Mr. Krishna BS,0.6011876519439936,male,Crispidea,"('CAT', '2018 q2')",0.0
25540,HON,2018 q2,2010,0.5677103800550807,Mr. Krishna BS,0.6186227853823855,male,Crispidea,"('HON', '2018 q2')",0.0
25541,MMM,2018 q2,2010,0.7172203077240975,Mr. Krishna BS,0.802768428761453,male,Crispidea,"('MMM', '2018 q2')",0.02146657556295395
25542,PCAR,2018 q2,2010,0.6737530484414929,Mr. Krishna BS,0.7030311965686473,male,Crispidea,"('PCAR', '2018 q2')",0.0
25543,RTX,2018 q2,2010,0.7362247926655858,Mr. Krishna BS,0.7297370025437714,male,Crispidea,"('RTX', '2018 q2')",0.017288310453295708
25544,TXT,2018 q2,2010,0.8011816703818813,Mr. Krishna BS,0.8011816703818813,male,Crispidea,"('TXT', '2018 q2')",0.0
25545,BA,2018 q2,2010,0.5215150765936312,Mr. Richard T. Safran,0.2164494411789546,male,The Buckingham Research Group,"('BA', '2018 q2')",0.0
25546,BA,2018 q2,2010,0.5215150765936312,Mr. James A. Corridore,0.539397041809233,male,CFRA Equity Research,"('BA', '2018 q2')",0.0
25547,GE,2018 q2,2010,0.4106443835032429,Mr. James A. Corridore,0.5456712742649826,male,CFRA Equity Research,"('GE', '2018 q2')",0.0
25548,HON,2018 q2,2010,0.5677103800550807,Mr. James A. Corridore,0.7177575993621891,male,CFRA Equity Research,"('HON', '2018 q2')",0.0
25549,LMT,2018 q2,2010,0.4548557315897151,Mr. James A. Corridore,0.490539845377463,male,CFRA Equity Research,"('LMT', '2018 q2')",0.0
25550,MMM,2018 q2,2010,0.7172203077240975,Mr. James A. Corridore,0.860516063631769,male,CFRA Equity Research,"('MMM', '2018 q2')",0.0
25551,NOC,2018 q2,2010,0.5483630661503398,Mr. James A. Corridore,0.6904075769031379,male,CFRA Equity Research,"('NOC', '2018 q2')",0.0
25552,ROP,2018 q2,2010,0.7108515533479697,Mr. James A. Corridore,0.8764262219227044,male,CFRA Equity Research,"('ROP', '2018 q2')",0.0
25553,RTX,2018 q2,2010,0.7362247926655858,Mr. James A. Corridore,0.7466558221026143,male,CFRA Equity Research,"('RTX', '2018 q2')",0.0
25554,TDG,2018 q2,2010,0.6441633209461598,Mr. James A. Corridore,0.8079432668125555,male,CFRA Equity Research,"('TDG', '2018 q2')",0.0
25555,BA,2018 q2,2010,0.5215150765936312,Hunter K. Keay,0.1341245612175261,male,Wolfe Research,"('BA', '2018 q2')",0.010093937627971172
25556,LMT,2018 q2,2010,0.4548557315897151,Hunter K. Keay,0.348349770435134,male,Wolfe Research,"('LMT', '2018 q2')",0.0
25557,NOC,2018 q2,2010,0.5483630661503398,Hunter K. Keay,0.4296513309668322,male,Wolfe Research,"('NOC', '2018 q2')",0.023685604333877563
25558,TDG,2018 q2,2010,0.6441633209461598,Hunter K. Keay,0.3878470897127601,male,Wolfe Research,"('TDG', '2018 q2')",0.0
25559,BA,2018 q2,2010,0.5215150765936312,Sheila Kahyaoglu,0.2050630497860055,female,Jefferies,"('BA', '2018 q2')",0.0
25560,LHX,2018 q2,2010,0.7949781216935323,Sheila Kahyaoglu,0.7561603296879319,female,Jefferies,"('LHX', '2018 q2')",0.0
25561,NOC,2018 q2,2010,0.5483630661503398,Sheila Kahyaoglu,0.2183258591635957,female,Jefferies,"('NOC', '2018 q2')",0.0
25562,RTX,2018 q2,2010,0.7362247926655858,Sheila Kahyaoglu,0.5302667970628202,female,Jefferies,"('RTX', '2018 q2')",0.0
25563,BA,2018 q2,2010,0.5215150765936312,"Gary S. Liebowitz, CFA",0.1882266571590512,male,"Wells Fargo Securities, LLC","('BA', '2018 q2')",0.0
25564,BA,2018 q2,2010,0.5215150765936312,Janusz Dancewicz,0.6278603023477723,male,Raymond James Europe RJEE/RJFI,"('BA', '2018 q2')",0.04284500703215599
25565,BA,2018 q2,2010,0.5215150765936312,Mr. David Strauss,0.1480809950685924,male,Barclays,"('BA', '2018 q2')",0.0
25566,BA,2018 q2,2010,0.5215150765936312,Mr. Robert M. Spingarn,0.2938845039676588,male,Credit Suisse,"('BA', '2018 q2')",0.0
25567,HII,2018 q2,2010,0.6102719070833205,Mr. Robert M. Spingarn,0.4902933067564365,male,Credit Suisse,"('HII', '2018 q2')",0.052699580788612366
25568,LHX,2018 q2,2010,0.7949781216935323,Mr. Robert M. Spingarn,0.7597323036373081,male,Credit Suisse,"('LHX', '2018 q2')",0.0
25569,LMT,2018 q2,2010,0.4548557315897151,Mr. Robert M. Spingarn,0.1836030946919543,male,Credit Suisse,"('LMT', '2018 q2')",0.0
25570,NOC,2018 q2,2010,0.5483630661503398,Mr. Robert M. Spingarn,0.2413245818070835,male,Credit Suisse,"('NOC', '2018 q2')",0.0
25571,CAT,2018 q2,2010,0.6412945577692746,Nick Mokha,0.5666651426004381,male,"Morningstar, Inc.","('CAT', '2018 q2')",0.0
25572,CMI,2018 q2,2010,0.6449177377539872,Nick Mokha,0.7865694400274426,male,"Morningstar, Inc.","('CMI', '2018 q2')",0.0
25573,CAT,2018 q2,2010,0.6412945577692746,Mr. Seth Weber,0.2131821743330308,male,RBC Capital Markets,"('CAT', '2018 q2')",0.0
25574,CMI,2018 q2,2010,0.6449177377539872,Mr. Seth Weber,0.1874427735318631,male,RBC Capital Markets,"('CMI', '2018 q2')",0.01365522388368845
25575,DE,2018 q2,2010,0.6182484970429502,Mr. Seth Weber,0.1855821773275723,male,RBC Capital Markets,"('DE', '2018 q2')",0.0
25576,ITW,2018 q2,2010,0.7599966513319478,Mr. Seth Weber,0.3477703114592791,male,RBC Capital Markets,"('ITW', '2018 q2')",0.016226496547460556
25577,PCAR,2018 q2,2010,0.6737530484414929,Mr. Seth Weber,0.2675124615046935,male,RBC Capital Markets,"('PCAR', '2018 q2')",0.0
25578,URI,2018 q2,2010,0.805056351174088,Mr. Seth Weber,0.8737489439280293,male,RBC Capital Markets,"('URI', '2018 q2')",0.0
25579,CAT,2018 q2,2010,0.6412945577692746,Ms. Jamie Cook,0.3282664772566481,female,Credit Suisse,"('CAT', '2018 q2')",0.0
25580,CMI,2018 q2,2010,0.6449177377539872,Ms. Jamie Cook,0.3388916944266098,female,Credit Suisse,"('CMI', '2018 q2')",0.0
25581,DE,2018 q2,2010,0.6182484970429502,Ms. Jamie Cook,0.3147428724843234,female,Credit Suisse,"('DE', '2018 q2')",0.0
25582,ITW,2018 q2,2010,0.7599966513319478,Ms. Jamie Cook,0.4604204506871395,female,Credit Suisse,"('ITW', '2018 q2')",0.0
25583,PCAR,2018 q2,2010,0.6737530484414929,Ms. Jamie Cook,0.2865328595405505,female,Credit Suisse,"('PCAR', '2018 q2')",0.0
25584,PH,2018 q2,2010,0.6393311196518026,Ms. Jamie Cook,0.3764087819958044,female,Credit Suisse,"('PH', '2018 q2')",0.0
25585,PWR,2018 q2,2010,0.7404735878886741,Ms. Jamie Cook,0.5776965225315301,female,Credit Suisse,"('PWR', '2018 q2')",0.0
25586,CAT,2018 q2,2010,0.6412945577692746,Andrew M. Casey,0.3165087587071549,male,"Wells Fargo Securities, LLC","('CAT', '2018 q2')",0.0078071607276797295
25587,CMI,2018 q2,2010,0.6449177377539872,Andrew M. Casey,0.1907445466197417,male,"Wells Fargo Securities, LLC","('CMI', '2018 q2')",0.0
25588,DE,2018 q2,2010,0.6182484970429502,Andrew M. Casey,0.2579110487280003,male,"Wells Fargo Securities, LLC","('DE', '2018 q2')",0.0
25589,ETN,2018 q2,2010,0.577883844486125,Andrew M. Casey,0.3447279385348929,male,"Wells Fargo Securities, LLC","('ETN', '2018 q2')",0.0
25590,ITW,2018 q2,2010,0.7599966513319478,Andrew M. Casey,0.4706323653704561,male,"Wells Fargo Securities, LLC","('ITW', '2018 q2')",0.0071348208002746105
25591,PCAR,2018 q2,2010,0.6737530484414929,Andrew M. Casey,0.2626489625685498,male,"Wells Fargo Securities, LLC","('PCAR', '2018 q2')",0.0
25592,PH,2018 q2,2010,0.6393311196518026,Andrew M. Casey,0.3401822569874115,male,"Wells Fargo Securities, LLC","('PH', '2018 q2')",0.0
25593,CAT,2018 q2,2010,0.6412945577692746,Mr. Ross P. Gilardi,0.6355337875423285,male,BofA Global Research,"('CAT', '2018 q2')",0.019771949155256152
25594,DE,2018 q2,2010,0.6182484970429502,Mr. Ross P. Gilardi,0.7959074746572266,male,BofA Global Research,"('DE', '2018 q2')",0.038368210196495056
25595,ITW,2018 q2,2010,0.7599966513319478,Mr. Ross P. Gilardi,0.6590976761985385,male,BofA Global Research,"('ITW', '2018 q2')",0.03333333507180214
25596,PCAR,2018 q2,2010,0.6737530484414929,Mr. Ross P. Gilardi,0.4353608415475856,male,BofA Global Research,"('PCAR', '2018 q2')",0.0
25597,URI,2018 q2,2010,0.805056351174088,Mr. Ross P. Gilardi,0.6229772184321131,male,BofA Global Research,"('URI', '2018 q2')",0.014585520140826702
25598,CAT,2018 q2,2010,0.6412945577692746,Courtney Yakavonis,0.5962141163389352,female,Morgan Stanley,"('CAT', '2018 q2')",0.0
25599,CMI,2018 q2,2010,0.6449177377539872,Courtney Yakavonis,0.3291230272119396,female,Morgan Stanley,"('CMI', '2018 q2')",0.0
25600,DE,2018 q2,2010,0.6182484970429502,Courtney Yakavonis,0.39916007159256,female,Morgan Stanley,"('DE', '2018 q2')",0.0
25601,CAT,2018 q2,2010,0.6412945577692746,Research Department,0.5825143525272415,Not a person,Trefis,"('CAT', '2018 q2')",0.02379070222377777
25602,TXT,2018 q2,2010,0.8011816703818813,Research Department,0.8011816703818813,Not a person,Trefis,"('TXT', '2018 q2')",0.0
25603,CMI,2018 q2,2010,0.6449177377539872,Mr. Luis J. Amadeo,0.3546019020120489,male,"Oppenheimer & Co., Inc.","('CMI', '2018 q2')",0.0
25604,JCI,2018 q2,2010,0.7191152958800959,Mr. Luis J. Amadeo,0.4849294063066545,male,"Oppenheimer & Co., Inc.","('JCI', '2018 q2')",0.0
25605,CMI,2018 q2,2010,0.6449177377539872,Mr. Alexander E. Potter,0.2686963280182403,male,Piper Sandler Companies,"('CMI', '2018 q2')",0.033871816005557775
25606,PCAR,2018 q2,2010,0.6737530484414929,Mr. Alexander E. Potter,0.4546843551275173,male,Piper Sandler Companies,"('PCAR', '2018 q2')",0.0
25607,CMI,2018 q2,2010,0.6449177377539872,SADIF Research,0.9923776279212148,Not a person,Sadif Analytics Prime,"('CMI', '2018 q2')",0.9763031601905823
25608,EMR,2018 q2,2010,0.5906440069175556,SADIF Research,0.9937109486692464,Not a person,Sadif Analytics Prime,"('EMR', '2018 q2')",0.9786977767944336
25609,FAST,2018 q2,2010,0.7494071827996219,SADIF Research,0.9881277283983044,Not a person,Sadif Analytics Prime,"('FAST', '2018 q2')",0.9597156047821045
25610,HII,2018 q2,2010,0.6102719070833205,SADIF Research,0.936195473361052,Not a person,Sadif Analytics Prime,"('HII', '2018 q2')",0.9244531989097595
25611,ITW,2018 q2,2010,0.7599966513319478,SADIF Research,0.9660489122219332,Not a person,Sadif Analytics Prime,"('ITW', '2018 q2')",0.8829479217529297
25612,JCI,2018 q2,2010,0.7191152958800959,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('JCI', '2018 q2')",0.9695300459861755
25613,PCAR,2018 q2,2010,0.6737530484414929,SADIF Research,0.9642951664686668,Not a person,Sadif Analytics Prime,"('PCAR', '2018 q2')",0.9499664306640625
25614,ROK,2018 q2,2010,0.6889418179736324,SADIF Research,0.927654885003484,Not a person,Sadif Analytics Prime,"('ROK', '2018 q2')",0.9108624458312988
25615,RTX,2018 q2,2010,0.7362247926655858,SADIF Research,0.9724767853498608,Not a person,Sadif Analytics Prime,"('RTX', '2018 q2')",0.9788504242897034
25616,TDG,2018 q2,2010,0.6441633209461598,SADIF Research,0.9897147961628178,Not a person,Sadif Analytics Prime,"('TDG', '2018 q2')",0.9695442914962769
25617,TT,2018 q2,2010,0.6606942713750679,SADIF Research,0.9955519802579822,Not a person,Sadif Analytics Prime,"('TT', '2018 q2')",0.9786213636398315
25618,CMI,2018 q2,2010,0.6449177377539872,Mr. Adam Seiden,0.6925528263364222,male,Barclays,"('CMI', '2018 q2')",0.0
25619,DE,2018 q2,2010,0.6182484970429502,Mr. David M. Raso,0.6588964019044814,male,EVERCORE ISI,"('DE', '2018 q2')",0.0
25620,PCAR,2018 q2,2010,0.6737530484414929,Mr. David M. Raso,0.7390665444599365,male,EVERCORE ISI,"('PCAR', '2018 q2')",0.0
25621,DOV,2018 q2,2010,0.5999396027416839,Joshua Aguilar,0.5736015772456038,male,"Morningstar, Inc.","('DOV', '2018 q2')",0.005159205291420221
25622,GE,2018 q2,2010,0.4106443835032429,Joshua Aguilar,0.2822432970019183,male,"Morningstar, Inc.","('GE', '2018 q2')",0.011111111690600714
25623,MMM,2018 q2,2010,0.7172203077240975,Joshua Aguilar,0.638802221511658,male,"Morningstar, Inc.","('MMM', '2018 q2')",0.0
25624,DOV,2018 q2,2010,0.5999396027416839,Mr. Nicholas P. Heymann,0.5738753885332234,male,William Blair & Company,"('DOV', '2018 q2')",0.0
25625,ETN,2018 q2,2010,0.577883844486125,Mr. Nicholas P. Heymann,0.3346776062308761,male,William Blair & Company,"('ETN', '2018 q2')",0.0
25626,HON,2018 q2,2010,0.5677103800550807,Mr. Nicholas P. Heymann,0.277320011023047,male,William Blair & Company,"('HON', '2018 q2')",0.0
25627,MMM,2018 q2,2010,0.7172203077240975,Mr. Nicholas P. Heymann,0.4141173239667594,male,William Blair & Company,"('MMM', '2018 q2')",0.0
25628,ROK,2018 q2,2010,0.6889418179736324,Mr. Nicholas P. Heymann,0.3849926439201441,male,William Blair & Company,"('ROK', '2018 q2')",0.0
25629,TT,2018 q2,2010,0.6606942713750679,Mr. Nicholas P. Heymann,0.3961637696221005,male,William Blair & Company,"('TT', '2018 q2')",0.0
25630,EMR,2018 q2,2010,0.5906440069175556,Mr. Gautam J. Khanna,0.1466991426051096,male,Cowen and Company,"('EMR', '2018 q2')",0.010817891918122768
25631,GE,2018 q2,2010,0.4106443835032429,Mr. Gautam J. Khanna,0.1865661887836495,male,Cowen and Company,"('GE', '2018 q2')",0.0
25632,HII,2018 q2,2010,0.6102719070833205,Mr. Gautam J. Khanna,0.3651519014329082,male,Cowen and Company,"('HII', '2018 q2')",0.0
25633,HON,2018 q2,2010,0.5677103800550807,Mr. Gautam J. Khanna,0.3973715906502523,male,Cowen and Company,"('HON', '2018 q2')",0.0
25634,TDG,2018 q2,2010,0.6441633209461598,Mr. Gautam J. Khanna,0.2297430271488298,male,Cowen and Company,"('TDG', '2018 q2')",0.0
25635,TT,2018 q2,2010,0.6606942713750679,Mr. Gautam J. Khanna,0.3917891445214653,male,Cowen and Company,"('TT', '2018 q2')",0.0
25636,FAST,2018 q2,2010,0.7494071827996219,"Mr. Charles M. Duncan, CFA",0.476463600243514,male,Stephens Inc.,"('FAST', '2018 q2')",0.022452643141150475
25637,GWW,2018 q2,2010,0.7336748294334006,"Mr. Charles M. Duncan, CFA",0.599368369881771,male,Stephens Inc.,"('GWW', '2018 q2')",0.03585607185959816
25638,PWR,2018 q2,2010,0.7404735878886741,"Mr. Charles M. Duncan, CFA",0.5882780606843668,male,Stephens Inc.,"('PWR', '2018 q2')",0.0
25639,FAST,2018 q2,2010,0.7494071827996219,"Ryan J. Merkel, CFA",0.5743301600230479,male,William Blair & Company,"('FAST', '2018 q2')",0.0
25640,GWW,2018 q2,2010,0.7336748294334006,"Ryan J. Merkel, CFA",0.3646428461649178,male,William Blair & Company,"('GWW', '2018 q2')",0.0
25641,FBHS,2018 q2,2010,0.6518835186916754,Mr. Stephen S. Kim,0.8627706337450802,male,EVERCORE ISI,"('FBHS', '2018 q2')",0.0
25642,MAS,2018 q2,2010,0.4715099997094841,Mr. Stephen S. Kim,0.169679832648005,male,EVERCORE ISI,"('MAS', '2018 q2')",0.018103232607245445
25643,FBHS,2018 q2,2010,0.6518835186916754,Mr. Michael Eisen,0.3231083807615594,male,RBC Capital Markets,"('FBHS', '2018 q2')",0.0
25644,MAS,2018 q2,2010,0.4715099997094841,Mr. Michael Eisen,0.254310358221432,male,RBC Capital Markets,"('MAS', '2018 q2')",0.0
25645,FBHS,2018 q2,2010,0.6518835186916754,Ms. Susan M. Maklari,0.3979324854967044,female,Credit Suisse,"('FBHS', '2018 q2')",0.0
25646,MAS,2018 q2,2010,0.4715099997094841,Ms. Susan M. Maklari,0.4631943806998845,female,Credit Suisse,"('MAS', '2018 q2')",0.012771076522767544
25647,FBHS,2018 q2,2010,0.6518835186916754,"John Lovallo, II",0.539190476914038,male,BofA Global Research,"('FBHS', '2018 q2')",0.0
25648,MAS,2018 q2,2010,0.4715099997094841,"John Lovallo, II",0.5841586031468929,male,BofA Global Research,"('MAS', '2018 q2')",0.0
25649,FBHS,2018 q2,2010,0.6518835186916754,Matthew A. Bouley,0.347582349675631,male,Barclays,"('FBHS', '2018 q2')",0.0
25650,MAS,2018 q2,2010,0.4715099997094841,Matthew A. Bouley,0.2402964036649421,male,Barclays,"('MAS', '2018 q2')",0.0
25651,FLS,2018 q2,2010,0.6355161065816399,"Mr. James Giannakouros, CFA",0.4587919471221173,male,"Oppenheimer & Co., Inc.","('FLS', '2018 q2')",0.0
25652,GD,2018 q2,2010,0.5158963094872018,"Mr. James Giannakouros, CFA",0.2796501515478272,male,"Oppenheimer & Co., Inc.","('GD', '2018 q2')",0.0
25653,GE,2018 q2,2010,0.4106443835032429,"Mr. Justin L. Bergner, CFA",0.3219866062774574,male,Gabelli & Company,"('GE', '2018 q2')",0.01666666753590107
25654,GWW,2018 q2,2010,0.7336748294334006,Karen K. Lau,0.9499202744671446,female,Deutsche Bank,"('GWW', '2018 q2')",0.0
25655,HWM,2018 q2,2010,0.6355233406018854,Mr. Andrew Lane,0.7119263750908769,male,"Morningstar, Inc.","('HWM', '2018 q2')",0.0
25656,HWM,2018 q2,2010,0.6355233406018854,"Mr. Curt R. Woodworth, CFA",0.4520813270972981,male,Credit Suisse,"('HWM', '2018 q2')",0.0
25657,HWM,2018 q2,2010,0.6355233406018854,Rajeev Lalwani,0.3811988506774712,male,Morgan Stanley,"('HWM', '2018 q2')",0.0
25658,RTX,2018 q2,2010,0.7362247926655858,Rajeev Lalwani,0.488662938232507,male,Morgan Stanley,"('RTX', '2018 q2')",0.00946740061044693
25659,IEX,2018 q2,2010,0.5946073328800454,Mr. Joseph C. Giordano,0.7574125025041394,male,Cowen and Company,"('IEX', '2018 q2')",0.0
25660,PNR,2018 q2,2010,0.6100122851252485,Mr. Joseph C. Giordano,0.3560315370063547,male,Cowen and Company,"('PNR', '2018 q2')",0.0
25661,ROP,2018 q2,2010,0.7108515533479697,Mr. Joseph C. Giordano,0.6621965271953388,male,Cowen and Company,"('ROP', '2018 q2')",0.0
25662,IR,2018 q2,2010,0.4493225245663131,Mr. William A. Herbert,0.449322524566313,male,Piper Sandler Companies,"('IR', '2018 q2')",0.0
25663,LHX,2018 q2,2010,0.7949781216935323,Mr. Keith Snyder,0.8093588992148079,male,CFRA Equity Research,"('LHX', '2018 q2')",0.0
25664,LMT,2018 q2,2010,0.4548557315897151,"Mr. Matthew W. McConnell, CFA",0.7090419057181123,male,RBC Capital Markets,"('LMT', '2018 q2')",0.0
25665,NOC,2018 q2,2010,0.5483630661503398,"Mr. Matthew W. McConnell, CFA",0.6128806789531027,male,RBC Capital Markets,"('NOC', '2018 q2')",0.03333333507180214
25666,MAS,2018 q2,2010,0.4715099997094841,Mr. Alvaro Lacayo,0.1643365367401146,male,Gabelli & Company,"('MAS', '2018 q2')",0.010874123312532902
25667,MAS,2018 q2,2010,0.4715099997094841,Keith B. Hughes,0.156761713885292,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2018 q2')",0.029713671654462814
25668,MAS,2018 q2,2010,0.4715099997094841,"Ms. Megan McGrath, CFA",0.313859359503972,female,MKM Partners,"('MAS', '2018 q2')",0.0
25669,SWK,2018 q2,2010,0.4789618214023933,"Ms. Megan McGrath, CFA",0.336575227505018,female,MKM Partners,"('SWK', '2018 q2')",0.0
25670,MAS,2018 q2,2010,0.4715099997094841,"Nishu Sood, CFA",0.1487110382428224,male,Deutsche Bank,"('MAS', '2018 q2')",0.018020911142230034
25671,MMM,2018 q2,2010,0.7172203077240975,"Mr. Spencer E. Joyce, CFA",0.3889606895526442,male,Hilliard Lyons,"('MMM', '2018 q2')",0.026672938838601112
25672,MMM,2018 q2,2010,0.7172203077240975,"Brian K. Langenberg, CFA",0.4222005583505437,male,Langenberg & Co,"('MMM', '2018 q2')",0.03929411061108112
25673,ROK,2018 q2,2010,0.6889418179736324,"Brian K. Langenberg, CFA",0.6263634241923112,male,Langenberg & Co,"('ROK', '2018 q2')",0.0
25674,RTX,2018 q2,2010,0.7362247926655858,"Brian K. Langenberg, CFA",0.449649308416805,male,Langenberg & Co,"('RTX', '2018 q2')",0.0
25675,PCAR,2018 q2,2010,0.6737530484414929,Mr. Brendon Mason,0.61725972937711,male,Susquehanna Financial Group LLLP,"('PCAR', '2018 q2')",0.0
25676,PCAR,2018 q2,2010,0.6737530484414929,Mr. Scott H. Group,0.265784118798855,male,Wolfe Research,"('PCAR', '2018 q2')",0.0
25677,WAB,2018 q2,2010,0.5401707024469318,Mr. Scott H. Group,0.3353208368345978,male,Wolfe Research,"('WAB', '2018 q2')",0.0
25678,PCAR,2018 q2,2010,0.6737530484414929,Stephen Castellano,0.477489575800236,male,Ascendere Associates LLC,"('PCAR', '2018 q2')",0.05673390906304121
25679,PNR,2018 q2,2010,0.6100122851252485,Morningstar ,0.4717144840294051,Not a person,"Morningstar, Inc.","('PNR', '2018 q2')",0.0
25680,SWK,2018 q2,2010,0.4789618214023933,"Mr. Michael Rehaut, CFA",0.2687314104507229,male,JPMorgan,"('SWK', '2018 q2')",0.0
25681,SWK,2018 q2,2010,0.4789618214023933,Mr. Steven E. Winoker,0.2100230834066213,male,UBS Equities,"('SWK', '2018 q2')",0.0
25682,TT,2018 q2,2010,0.6606942713750679,Mr. Steven E. Winoker,0.3502632806673169,male,UBS Equities,"('TT', '2018 q2')",0.0
25683,SWK,2018 q2,2010,0.4789618214023933,Mr. Thomas Hayes,0.4182886044160125,male,Northcoast Research,"('SWK', '2018 q2')",0.0
25684,TDG,2018 q2,2010,0.6441633209461598,Michael Ciarmoli,0.2120894151927847,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2018 q2')",0.0
25685,TDG,2018 q2,2010,0.6441633209461598,Mr. Drew Lipke,0.2363816956690998,male,Stephens Inc.,"('TDG', '2018 q2')",0.0
25686,TDG,2018 q2,2010,0.6441633209461598,Mr. Andrew Casella,0.4700230981632969,male,Deutsche Bank,"('TDG', '2018 q2')",0.0
25687,TDG,2018 q2,2010,0.6441633209461598,"Elliott L. Schlang, CFA",0.3309676924428489,male,Great Lakes/Wellington Shields,"('TDG', '2018 q2')",0.0
25688,WAB,2018 q2,2010,0.5401707024469318,"Elliott L. Schlang, CFA",0.3407717971998213,male,Great Lakes/Wellington Shields,"('WAB', '2018 q2')",0.034017957746982574
25689,TT,2018 q2,2010,0.6606942713750679,Mr. Joel G. Tiss,0.3123509613511824,male,BMO Capital Markets,"('TT', '2018 q2')",0.014272256754338741
25690,URI,2018 q2,2010,0.805056351174088,Mr. John Healy,0.8165039846353616,male,Northcoast Research,"('URI', '2018 q2')",0.0
25691,WAB,2018 q2,2010,0.5401707024469318,Justin T. Long,0.3169340727069775,male,Stephens Inc.,"('WAB', '2018 q2')",0.0
25692,WAB,2018 q2,2010,0.5401707024469318,Matthew Elkott,0.3078290655471554,male,Cowen and Company,"('WAB', '2018 q2')",0.007926377467811108
25693,WAB,2018 q2,2010,0.5401707024469318,Saree Boroditsky,0.5485286105931366,female,Deutsche Bank,"('WAB', '2018 q2')",0.006823461037129164
25694,WAB,2018 q2,2010,0.5401707024469318,Rob Ginsberg,0.7589044059492249,male,Wolfe Research,"('WAB', '2018 q2')",0.05607276409864426
25695,AEE,2018 q1,5510,0.6048307356479061,Christopher B. Muir,0.860118234393574,male,CFRA Equity Research,"('AEE', '2018 q1')",0.0
25696,AEP,2018 q1,5510,0.6258941368258142,Christopher B. Muir,0.9781827891737904,male,CFRA Equity Research,"('AEP', '2018 q1')",0.0
25697,CMS,2018 q1,5510,0.6982475479577221,Christopher B. Muir,0.8983327467820876,male,CFRA Equity Research,"('CMS', '2018 q1')",0.0
25698,CNP,2018 q1,5510,0.6863080297814687,Christopher B. Muir,0.8924500699090443,male,CFRA Equity Research,"('CNP', '2018 q1')",0.0
25699,D,2018 q1,5510,0.5372032657642662,Christopher B. Muir,0.9269935918706708,male,CFRA Equity Research,"('D', '2018 q1')",0.0
25700,DTE,2018 q1,5510,0.5314892777667052,Christopher B. Muir,0.9915427047166662,male,CFRA Equity Research,"('DTE', '2018 q1')",0.0
25701,DUK,2018 q1,5510,0.5367645012561475,Christopher B. Muir,0.9560731616298452,male,CFRA Equity Research,"('DUK', '2018 q1')",0.0
25702,ED,2018 q1,5510,0.5692724425499176,Christopher B. Muir,0.9746774795423911,male,CFRA Equity Research,"('ED', '2018 q1')",0.0
25703,EIX,2018 q1,5510,0.5160943731680234,Christopher B. Muir,0.913694171687663,male,CFRA Equity Research,"('EIX', '2018 q1')",0.0
25704,ES,2018 q1,5510,0.6359096403954707,Christopher B. Muir,0.8144760718701916,male,CFRA Equity Research,"('ES', '2018 q1')",0.0
25705,ETR,2018 q1,5510,0.8147639180593703,Christopher B. Muir,0.98722831002756,male,CFRA Equity Research,"('ETR', '2018 q1')",0.0
25706,EVRG,2018 q1,5510,0.658677279667689,Christopher B. Muir,0.7220273567139082,male,CFRA Equity Research,"('EVRG', '2018 q1')",0.0
25707,EXC,2018 q1,5510,0.5266879292340306,Christopher B. Muir,0.8960028557953171,male,CFRA Equity Research,"('EXC', '2018 q1')",0.0
25708,FE,2018 q1,5510,0.5732932749441174,Christopher B. Muir,0.8564528847358769,male,CFRA Equity Research,"('FE', '2018 q1')",0.0
25709,LNT,2018 q1,5510,0.8302282014450162,Christopher B. Muir,0.9080961541847434,male,CFRA Equity Research,"('LNT', '2018 q1')",0.0
25710,NEE,2018 q1,5510,0.562160803088666,Christopher B. Muir,0.8973604663265282,male,CFRA Equity Research,"('NEE', '2018 q1')",0.0
25711,NI,2018 q1,5510,0.6531492391148451,Christopher B. Muir,0.9711067725701056,male,CFRA Equity Research,"('NI', '2018 q1')",0.0
25712,PEG,2018 q1,5510,0.5167506962266443,Christopher B. Muir,0.9380435519009924,male,CFRA Equity Research,"('PEG', '2018 q1')",0.0
25713,PNW,2018 q1,5510,0.5136342292398948,Christopher B. Muir,0.8915689279043815,male,CFRA Equity Research,"('PNW', '2018 q1')",0.0
25714,PPL,2018 q1,5510,0.698268375599338,Christopher B. Muir,0.8725504961750167,male,CFRA Equity Research,"('PPL', '2018 q1')",0.0
25715,WEC,2018 q1,5510,0.7740106342447568,Christopher B. Muir,0.9758808088253796,male,CFRA Equity Research,"('WEC', '2018 q1')",0.0
25716,XEL,2018 q1,5510,0.7468382482189572,Christopher B. Muir,0.8867441690241429,male,CFRA Equity Research,"('XEL', '2018 q1')",0.0
25717,AEE,2018 q1,5510,0.6048307356479061,Mr. David B. Burks,0.405266060219734,male,Hilliard Lyons,"('AEE', '2018 q1')",0.0
25718,CMS,2018 q1,5510,0.6982475479577221,Mr. David B. Burks,0.7424093643299926,male,Hilliard Lyons,"('CMS', '2018 q1')",0.09061028808355331
25719,D,2018 q1,5510,0.5372032657642662,Mr. David B. Burks,0.4186745023989748,male,Hilliard Lyons,"('D', '2018 q1')",0.02920782007277012
25720,DUK,2018 q1,5510,0.5367645012561475,Mr. David B. Burks,0.4471417353024945,male,Hilliard Lyons,"('DUK', '2018 q1')",0.0
25721,FE,2018 q1,5510,0.5732932749441174,Mr. David B. Burks,0.3621617826452817,male,Hilliard Lyons,"('FE', '2018 q1')",0.0
25722,NEE,2018 q1,5510,0.562160803088666,Mr. David B. Burks,0.4990765446812386,male,Hilliard Lyons,"('NEE', '2018 q1')",0.0
25723,PPL,2018 q1,5510,0.698268375599338,Mr. David B. Burks,0.3944145183139552,male,Hilliard Lyons,"('PPL', '2018 q1')",0.0
25724,AEE,2018 q1,5510,0.6048307356479061,Mr. Steve Fleishman,0.2382903140162486,male,Wolfe Research,"('AEE', '2018 q1')",0.0
25725,AEP,2018 q1,5510,0.6258941368258142,Mr. Steve Fleishman,0.2182734645268277,male,Wolfe Research,"('AEP', '2018 q1')",0.015536959283053875
25726,CMS,2018 q1,5510,0.6982475479577221,Mr. Steve Fleishman,0.2665158685926062,male,Wolfe Research,"('CMS', '2018 q1')",0.0
25727,CNP,2018 q1,5510,0.6863080297814687,Mr. Steve Fleishman,0.2581046126881148,male,Wolfe Research,"('CNP', '2018 q1')",0.0
25728,D,2018 q1,5510,0.5372032657642662,Mr. Steve Fleishman,0.1453602467277381,male,Wolfe Research,"('D', '2018 q1')",0.0
25729,DTE,2018 q1,5510,0.5314892777667052,Mr. Steve Fleishman,0.1954673256204061,male,Wolfe Research,"('DTE', '2018 q1')",0.0
25730,DUK,2018 q1,5510,0.5367645012561475,Mr. Steve Fleishman,0.1330468046819773,male,Wolfe Research,"('DUK', '2018 q1')",0.0
25731,ED,2018 q1,5510,0.5692724425499176,Mr. Steve Fleishman,0.1925146710270251,male,Wolfe Research,"('ED', '2018 q1')",0.0
25732,EVRG,2018 q1,5510,0.658677279667689,Mr. Steve Fleishman,0.6082318717268735,male,Wolfe Research,"('EVRG', '2018 q1')",0.02155216410756111
25733,FE,2018 q1,5510,0.5732932749441174,Mr. Steve Fleishman,0.197229972122896,male,Wolfe Research,"('FE', '2018 q1')",0.0
25734,NEE,2018 q1,5510,0.562160803088666,Mr. Steve Fleishman,0.2373586278416037,male,Wolfe Research,"('NEE', '2018 q1')",0.0
25735,NI,2018 q1,5510,0.6531492391148451,Mr. Steve Fleishman,0.3205019321712674,male,Wolfe Research,"('NI', '2018 q1')",0.0
25736,NRG,2018 q1,5510,0.67013972679419,Mr. Steve Fleishman,0.275558948615524,male,Wolfe Research,"('NRG', '2018 q1')",0.0
25737,PEG,2018 q1,5510,0.5167506962266443,Mr. Steve Fleishman,0.171822630763128,male,Wolfe Research,"('PEG', '2018 q1')",0.0
25738,PNW,2018 q1,5510,0.5136342292398948,Mr. Steve Fleishman,0.2112561549953985,male,Wolfe Research,"('PNW', '2018 q1')",0.0
25739,PPL,2018 q1,5510,0.698268375599338,Mr. Steve Fleishman,0.2555760856807633,male,Wolfe Research,"('PPL', '2018 q1')",0.0
25740,AEE,2018 q1,5510,0.6048307356479061,Mr. Julien P. Dumoulin-Smith,0.3253547858337711,male,BofA Global Research,"('AEE', '2018 q1')",0.0
25741,AEP,2018 q1,5510,0.6258941368258142,Mr. Julien P. Dumoulin-Smith,0.2405408172758792,male,BofA Global Research,"('AEP', '2018 q1')",0.0
25742,AES,2018 q1,5510,0.963670063023296,Mr. Julien P. Dumoulin-Smith,0.9636700630232958,male,BofA Global Research,"('AES', '2018 q1')",0.0
25743,CMS,2018 q1,5510,0.6982475479577221,Mr. Julien P. Dumoulin-Smith,0.2959195399727824,male,BofA Global Research,"('CMS', '2018 q1')",0.0
25744,CNP,2018 q1,5510,0.6863080297814687,Mr. Julien P. Dumoulin-Smith,0.3018668239703277,male,BofA Global Research,"('CNP', '2018 q1')",0.0
25745,D,2018 q1,5510,0.5372032657642662,Mr. Julien P. Dumoulin-Smith,0.2071397142180729,male,BofA Global Research,"('D', '2018 q1')",0.0
25746,DTE,2018 q1,5510,0.5314892777667052,Mr. Julien P. Dumoulin-Smith,0.1925884268876327,male,BofA Global Research,"('DTE', '2018 q1')",0.0
25747,DUK,2018 q1,5510,0.5367645012561475,Mr. Julien P. Dumoulin-Smith,0.1274017357748878,male,BofA Global Research,"('DUK', '2018 q1')",0.0
25748,ED,2018 q1,5510,0.5692724425499176,Mr. Julien P. Dumoulin-Smith,0.3334851141817043,male,BofA Global Research,"('ED', '2018 q1')",0.016552284359931946
25749,EIX,2018 q1,5510,0.5160943731680234,Mr. Julien P. Dumoulin-Smith,0.143706665898581,male,BofA Global Research,"('EIX', '2018 q1')",0.0
25750,ES,2018 q1,5510,0.6359096403954707,Mr. Julien P. Dumoulin-Smith,0.1618927118252644,male,BofA Global Research,"('ES', '2018 q1')",0.008333333767950535
25751,ETR,2018 q1,5510,0.8147639180593703,Mr. Julien P. Dumoulin-Smith,0.470699043329407,male,BofA Global Research,"('ETR', '2018 q1')",0.014249781146645546
25752,EXC,2018 q1,5510,0.5266879292340306,Mr. Julien P. Dumoulin-Smith,0.1270692374594373,male,BofA Global Research,"('EXC', '2018 q1')",0.0
25753,FE,2018 q1,5510,0.5732932749441174,Mr. Julien P. Dumoulin-Smith,0.1863316450538232,male,BofA Global Research,"('FE', '2018 q1')",0.004360290244221687
25754,LNT,2018 q1,5510,0.8302282014450162,Mr. Julien P. Dumoulin-Smith,0.6907794595765089,male,BofA Global Research,"('LNT', '2018 q1')",0.0
25755,NEE,2018 q1,5510,0.562160803088666,Mr. Julien P. Dumoulin-Smith,0.2863611466213271,male,BofA Global Research,"('NEE', '2018 q1')",0.0
25756,NI,2018 q1,5510,0.6531492391148451,Mr. Julien P. Dumoulin-Smith,0.4177406121409973,male,BofA Global Research,"('NI', '2018 q1')",0.0
25757,NRG,2018 q1,5510,0.67013972679419,Mr. Julien P. Dumoulin-Smith,0.2749853137358394,male,BofA Global Research,"('NRG', '2018 q1')",0.0
25758,PNW,2018 q1,5510,0.5136342292398948,Mr. Julien P. Dumoulin-Smith,0.1876604478120461,male,BofA Global Research,"('PNW', '2018 q1')",0.0
25759,PPL,2018 q1,5510,0.698268375599338,Mr. Julien P. Dumoulin-Smith,0.3174839647222953,male,BofA Global Research,"('PPL', '2018 q1')",0.0
25760,AEE,2018 q1,5510,0.6048307356479061,"Mr. Timothy M. Winter, CFA",0.1703461510497762,male,Gabelli & Company,"('AEE', '2018 q1')",0.0
25761,ES,2018 q1,5510,0.6359096403954707,"Mr. Timothy M. Winter, CFA",0.1723512311142124,male,Gabelli & Company,"('ES', '2018 q1')",0.0
25762,NEE,2018 q1,5510,0.562160803088666,"Mr. Timothy M. Winter, CFA",0.230276810328735,male,Gabelli & Company,"('NEE', '2018 q1')",0.0
25763,AEE,2018 q1,5510,0.6048307356479061,"Mr. Andrew Bischof, CFA",0.6429659110844397,male,"Morningstar, Inc.","('AEE', '2018 q1')",0.0
25764,AEP,2018 q1,5510,0.6258941368258142,"Mr. Andrew Bischof, CFA",0.8229025508076049,male,"Morningstar, Inc.","('AEP', '2018 q1')",0.0
25765,DUK,2018 q1,5510,0.5367645012561475,"Mr. Andrew Bischof, CFA",0.6685550917313638,male,"Morningstar, Inc.","('DUK', '2018 q1')",0.0
25766,LNT,2018 q1,5510,0.8302282014450162,"Mr. Andrew Bischof, CFA",0.8347562659073647,male,"Morningstar, Inc.","('LNT', '2018 q1')",0.0
25767,NEE,2018 q1,5510,0.562160803088666,"Mr. Andrew Bischof, CFA",0.5526080654070004,male,"Morningstar, Inc.","('NEE', '2018 q1')",0.0
25768,PPL,2018 q1,5510,0.698268375599338,"Mr. Andrew Bischof, CFA",0.7778719524019682,male,"Morningstar, Inc.","('PPL', '2018 q1')",0.0
25769,WEC,2018 q1,5510,0.7740106342447568,"Mr. Andrew Bischof, CFA",0.8853406224888645,male,"Morningstar, Inc.","('WEC', '2018 q1')",0.0
25770,AEE,2018 q1,5510,0.6048307356479061,Neil Kalton,0.2772485866826755,male,"Wells Fargo Securities, LLC","('AEE', '2018 q1')",0.0
25771,AEP,2018 q1,5510,0.6258941368258142,Neil Kalton,0.2056354395728499,male,"Wells Fargo Securities, LLC","('AEP', '2018 q1')",0.0
25772,CMS,2018 q1,5510,0.6982475479577221,Neil Kalton,0.2870541919468909,male,"Wells Fargo Securities, LLC","('CMS', '2018 q1')",0.0
25773,D,2018 q1,5510,0.5372032657642662,Neil Kalton,0.1506011367151441,male,"Wells Fargo Securities, LLC","('D', '2018 q1')",0.009886045008897781
25774,DTE,2018 q1,5510,0.5314892777667052,Neil Kalton,0.2317669348866564,male,"Wells Fargo Securities, LLC","('DTE', '2018 q1')",0.0
25775,DUK,2018 q1,5510,0.5367645012561475,Neil Kalton,0.166088167714447,male,"Wells Fargo Securities, LLC","('DUK', '2018 q1')",0.0
25776,EIX,2018 q1,5510,0.5160943731680234,Neil Kalton,0.2446009063977476,male,"Wells Fargo Securities, LLC","('EIX', '2018 q1')",0.0
25777,ES,2018 q1,5510,0.6359096403954707,Neil Kalton,0.2064023990767076,male,"Wells Fargo Securities, LLC","('ES', '2018 q1')",0.0
25778,ETR,2018 q1,5510,0.8147639180593703,Neil Kalton,0.5373732290194438,male,"Wells Fargo Securities, LLC","('ETR', '2018 q1')",0.0
25779,EXC,2018 q1,5510,0.5266879292340306,Neil Kalton,0.1698888849004892,male,"Wells Fargo Securities, LLC","('EXC', '2018 q1')",0.0
25780,FE,2018 q1,5510,0.5732932749441174,Neil Kalton,0.1973248991837073,male,"Wells Fargo Securities, LLC","('FE', '2018 q1')",0.0
25781,LNT,2018 q1,5510,0.8302282014450162,Neil Kalton,0.476136609949692,male,"Wells Fargo Securities, LLC","('LNT', '2018 q1')",0.0
25782,NEE,2018 q1,5510,0.562160803088666,Neil Kalton,0.2062180858494876,male,"Wells Fargo Securities, LLC","('NEE', '2018 q1')",0.0
25783,PEG,2018 q1,5510,0.5167506962266443,Neil Kalton,0.1891477855586523,male,"Wells Fargo Securities, LLC","('PEG', '2018 q1')",0.0
25784,PNW,2018 q1,5510,0.5136342292398948,Neil Kalton,0.1923177587319316,male,"Wells Fargo Securities, LLC","('PNW', '2018 q1')",0.0
25785,PPL,2018 q1,5510,0.698268375599338,Neil Kalton,0.2586834092299656,male,"Wells Fargo Securities, LLC","('PPL', '2018 q1')",0.0
25786,WEC,2018 q1,5510,0.7740106342447568,Neil Kalton,0.366448092108902,male,"Wells Fargo Securities, LLC","('WEC', '2018 q1')",0.0
25787,XEL,2018 q1,5510,0.7468382482189572,Neil Kalton,0.4399327438229346,male,"Wells Fargo Securities, LLC","('XEL', '2018 q1')",0.0
25788,AEE,2018 q1,5510,0.6048307356479061,SADIF Research,0.9816168428169648,Not a person,Sadif Analytics Prime,"('AEE', '2018 q1')",0.9425577521324158
25789,AEP,2018 q1,5510,0.6258941368258142,SADIF Research,0.9695259478563272,Not a person,Sadif Analytics Prime,"('AEP', '2018 q1')",0.884730339050293
25790,ES,2018 q1,5510,0.6359096403954707,SADIF Research,0.9964590808454616,Not a person,Sadif Analytics Prime,"('ES', '2018 q1')",0.9494714736938477
25791,EXC,2018 q1,5510,0.5266879292340306,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('EXC', '2018 q1')",0.979927659034729
25792,LNT,2018 q1,5510,0.8302282014450162,SADIF Research,0.9600512862152536,Not a person,Sadif Analytics Prime,"('LNT', '2018 q1')",0.8939930200576782
25793,PPL,2018 q1,5510,0.698268375599338,SADIF Research,0.9825479471877416,Not a person,Sadif Analytics Prime,"('PPL', '2018 q1')",0.9790014624595642
25794,WEC,2018 q1,5510,0.7740106342447568,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WEC', '2018 q1')",0.9781457781791687
25795,XEL,2018 q1,5510,0.7468382482189572,SADIF Research,0.9739786045698124,Not a person,Sadif Analytics Prime,"('XEL', '2018 q1')",0.9128271341323853
25796,AEE,2018 q1,5510,0.6048307356479061,Greg Gordon,0.2706948545961415,male,EVERCORE ISI,"('AEE', '2018 q1')",0.0
25797,AEP,2018 q1,5510,0.6258941368258142,Greg Gordon,0.194794884049785,male,EVERCORE ISI,"('AEP', '2018 q1')",0.0
25798,CMS,2018 q1,5510,0.6982475479577221,Greg Gordon,0.700753799851387,male,EVERCORE ISI,"('CMS', '2018 q1')",0.03333333507180214
25799,D,2018 q1,5510,0.5372032657642662,Greg Gordon,0.1930740719465729,male,EVERCORE ISI,"('D', '2018 q1')",0.0
25800,DTE,2018 q1,5510,0.5314892777667052,Greg Gordon,0.236524449940037,male,EVERCORE ISI,"('DTE', '2018 q1')",0.0
25801,DUK,2018 q1,5510,0.5367645012561475,Greg Gordon,0.1914658094079293,male,EVERCORE ISI,"('DUK', '2018 q1')",0.0
25802,ED,2018 q1,5510,0.5692724425499176,Greg Gordon,0.2584462590841215,male,EVERCORE ISI,"('ED', '2018 q1')",0.0
25803,EIX,2018 q1,5510,0.5160943731680234,Greg Gordon,0.1802644917138811,male,EVERCORE ISI,"('EIX', '2018 q1')",0.0
25804,EXC,2018 q1,5510,0.5266879292340306,Greg Gordon,0.1295192213101346,male,EVERCORE ISI,"('EXC', '2018 q1')",0.0
25805,FE,2018 q1,5510,0.5732932749441174,Greg Gordon,0.1943902732324277,male,EVERCORE ISI,"('FE', '2018 q1')",0.0
25806,NEE,2018 q1,5510,0.562160803088666,Greg Gordon,0.1951817664241134,male,EVERCORE ISI,"('NEE', '2018 q1')",0.0
25807,NI,2018 q1,5510,0.6531492391148451,Greg Gordon,0.3237807079043172,male,EVERCORE ISI,"('NI', '2018 q1')",0.0
25808,NRG,2018 q1,5510,0.67013972679419,Greg Gordon,0.3085135711420458,male,EVERCORE ISI,"('NRG', '2018 q1')",0.0
25809,PEG,2018 q1,5510,0.5167506962266443,Greg Gordon,0.1646904918799464,male,EVERCORE ISI,"('PEG', '2018 q1')",0.0037189445768793425
25810,PNW,2018 q1,5510,0.5136342292398948,Greg Gordon,0.1584478034293156,male,EVERCORE ISI,"('PNW', '2018 q1')",0.011431697756052017
25811,PPL,2018 q1,5510,0.698268375599338,Greg Gordon,0.2800886838772607,male,EVERCORE ISI,"('PPL', '2018 q1')",0.0
25812,WEC,2018 q1,5510,0.7740106342447568,Greg Gordon,0.3532357171777885,male,EVERCORE ISI,"('WEC', '2018 q1')",0.0
25813,XEL,2018 q1,5510,0.7468382482189572,Greg Gordon,0.4610560726057254,male,EVERCORE ISI,"('XEL', '2018 q1')",0.0
25814,AEP,2018 q1,5510,0.6258941368258142,"Mr. Shelby Tucker, CFA",0.2867546158332582,male,RBC Capital Markets,"('AEP', '2018 q1')",0.011397362686693668
25815,DUK,2018 q1,5510,0.5367645012561475,"Mr. Shelby Tucker, CFA",0.2079670455956386,male,RBC Capital Markets,"('DUK', '2018 q1')",0.01666666753590107
25816,EIX,2018 q1,5510,0.5160943731680234,"Mr. Shelby Tucker, CFA",0.1628262558364429,male,RBC Capital Markets,"('EIX', '2018 q1')",0.04254244640469551
25817,EXC,2018 q1,5510,0.5266879292340306,"Mr. Shelby Tucker, CFA",0.1823184570905379,male,RBC Capital Markets,"('EXC', '2018 q1')",0.0
25818,FE,2018 q1,5510,0.5732932749441174,"Mr. Shelby Tucker, CFA",0.7224505508667524,male,RBC Capital Markets,"('FE', '2018 q1')",0.03333333507180214
25819,PPL,2018 q1,5510,0.698268375599338,"Mr. Shelby Tucker, CFA",0.6656077563310837,male,RBC Capital Markets,"('PPL', '2018 q1')",0.03333333507180214
25820,AEP,2018 q1,5510,0.6258941368258142,"Mr. Shahriar Pourreza, CFA",0.4387587531357359,male,Guggenheim Securities LLC,"('AEP', '2018 q1')",0.0
25821,CNP,2018 q1,5510,0.6863080297814687,"Mr. Shahriar Pourreza, CFA",0.4016696723710315,male,Guggenheim Securities LLC,"('CNP', '2018 q1')",0.015553099103271961
25822,D,2018 q1,5510,0.5372032657642662,"Mr. Shahriar Pourreza, CFA",0.2480210376031218,male,Guggenheim Securities LLC,"('D', '2018 q1')",0.019221827387809753
25823,DTE,2018 q1,5510,0.5314892777667052,"Mr. Shahriar Pourreza, CFA",0.3351069336705849,male,Guggenheim Securities LLC,"('DTE', '2018 q1')",0.0
25824,DUK,2018 q1,5510,0.5367645012561475,"Mr. Shahriar Pourreza, CFA",0.5475820655793583,male,Guggenheim Securities LLC,"('DUK', '2018 q1')",0.0
25825,EIX,2018 q1,5510,0.5160943731680234,"Mr. Shahriar Pourreza, CFA",0.5373833680679743,male,Guggenheim Securities LLC,"('EIX', '2018 q1')",0.0
25826,ES,2018 q1,5510,0.6359096403954707,"Mr. Shahriar Pourreza, CFA",0.3912494215537198,male,Guggenheim Securities LLC,"('ES', '2018 q1')",0.0
25827,ETR,2018 q1,5510,0.8147639180593703,"Mr. Shahriar Pourreza, CFA",0.5677084424087224,male,Guggenheim Securities LLC,"('ETR', '2018 q1')",0.0
25828,EXC,2018 q1,5510,0.5266879292340306,"Mr. Shahriar Pourreza, CFA",0.2802314191805972,male,Guggenheim Securities LLC,"('EXC', '2018 q1')",0.0
25829,FE,2018 q1,5510,0.5732932749441174,"Mr. Shahriar Pourreza, CFA",0.3346955982340113,male,Guggenheim Securities LLC,"('FE', '2018 q1')",0.0
25830,NEE,2018 q1,5510,0.562160803088666,"Mr. Shahriar Pourreza, CFA",0.3389076810707204,male,Guggenheim Securities LLC,"('NEE', '2018 q1')",0.0
25831,NRG,2018 q1,5510,0.67013972679419,"Mr. Shahriar Pourreza, CFA",0.412327295579662,male,Guggenheim Securities LLC,"('NRG', '2018 q1')",0.0
25832,PEG,2018 q1,5510,0.5167506962266443,"Mr. Shahriar Pourreza, CFA",0.4616125801936556,male,Guggenheim Securities LLC,"('PEG', '2018 q1')",0.0
25833,PNW,2018 q1,5510,0.5136342292398948,"Mr. Shahriar Pourreza, CFA",0.4526051316946276,male,Guggenheim Securities LLC,"('PNW', '2018 q1')",0.0
25834,PPL,2018 q1,5510,0.698268375599338,"Mr. Shahriar Pourreza, CFA",0.463536224786434,male,Guggenheim Securities LLC,"('PPL', '2018 q1')",0.0
25835,WEC,2018 q1,5510,0.7740106342447568,"Mr. Shahriar Pourreza, CFA",0.4923660350688149,male,Guggenheim Securities LLC,"('WEC', '2018 q1')",0.0
25836,AES,2018 q1,5510,0.963670063023296,Paige Marcus,0.963670063023296,female,CFRA Equity Research,"('AES', '2018 q1')",0.0
25837,ATO,2018 q1,5510,0.7075953767109169,Paige Marcus,0.7572011295249576,female,CFRA Equity Research,"('ATO', '2018 q1')",0.0
25838,NRG,2018 q1,5510,0.67013972679419,Paige Marcus,0.9344799189014178,female,CFRA Equity Research,"('NRG', '2018 q1')",0.0
25839,ATO,2018 q1,5510,0.7075953767109169,"Charles J. Fishman, CFA",0.7687696671353978,male,"Morningstar, Inc.","('ATO', '2018 q1')",0.0
25840,CNP,2018 q1,5510,0.6863080297814687,"Charles J. Fishman, CFA",0.918384764913659,male,"Morningstar, Inc.","('CNP', '2018 q1')",0.0
25841,D,2018 q1,5510,0.5372032657642662,"Charles J. Fishman, CFA",0.5208752259261892,male,"Morningstar, Inc.","('D', '2018 q1')",0.008333333767950535
25842,ED,2018 q1,5510,0.5692724425499176,"Charles J. Fishman, CFA",0.8022718387279709,male,"Morningstar, Inc.","('ED', '2018 q1')",0.0
25843,ETR,2018 q1,5510,0.8147639180593703,"Charles J. Fishman, CFA",0.9453948495861508,male,"Morningstar, Inc.","('ETR', '2018 q1')",0.0
25844,EVRG,2018 q1,5510,0.658677279667689,"Charles J. Fishman, CFA",0.776111950023431,male,"Morningstar, Inc.","('EVRG', '2018 q1')",0.0
25845,FE,2018 q1,5510,0.5732932749441174,"Charles J. Fishman, CFA",0.7166111818810784,male,"Morningstar, Inc.","('FE', '2018 q1')",0.0
25846,NI,2018 q1,5510,0.6531492391148451,"Charles J. Fishman, CFA",0.8237582598563784,male,"Morningstar, Inc.","('NI', '2018 q1')",0.0
25847,PNW,2018 q1,5510,0.5136342292398948,"Charles J. Fishman, CFA",0.7684743299179169,male,"Morningstar, Inc.","('PNW', '2018 q1')",0.0
25848,ATO,2018 q1,5510,0.7075953767109169,"Mr. Spencer E. Joyce, CFA",0.5118453353958805,male,Hilliard Lyons,"('ATO', '2018 q1')",0.0
25849,CMS,2018 q1,5510,0.6982475479577221,Mr. Jonathan P. Arnold,0.8058815170522214,male,Deutsche Bank,"('CMS', '2018 q1')",0.0
25850,CNP,2018 q1,5510,0.6863080297814687,Mr. Jonathan P. Arnold,0.8979879850670034,male,Deutsche Bank,"('CNP', '2018 q1')",0.0
25851,D,2018 q1,5510,0.5372032657642662,Mr. Jonathan P. Arnold,0.8760996343520779,male,Deutsche Bank,"('D', '2018 q1')",0.0
25852,DTE,2018 q1,5510,0.5314892777667052,Mr. Jonathan P. Arnold,0.7371421752798922,male,Deutsche Bank,"('DTE', '2018 q1')",0.0
25853,DUK,2018 q1,5510,0.5367645012561475,Mr. Jonathan P. Arnold,0.767687673450987,male,Deutsche Bank,"('DUK', '2018 q1')",0.0
25854,EIX,2018 q1,5510,0.5160943731680234,Mr. Jonathan P. Arnold,0.7762855197572085,male,Deutsche Bank,"('EIX', '2018 q1')",0.0
25855,ETR,2018 q1,5510,0.8147639180593703,Mr. Jonathan P. Arnold,0.9286701900831938,male,Deutsche Bank,"('ETR', '2018 q1')",0.0
25856,EXC,2018 q1,5510,0.5266879292340306,Mr. Jonathan P. Arnold,0.7207133780933263,male,Deutsche Bank,"('EXC', '2018 q1')",0.0
25857,FE,2018 q1,5510,0.5732932749441174,Mr. Jonathan P. Arnold,0.6546286974657642,male,Deutsche Bank,"('FE', '2018 q1')",0.0
25858,NEE,2018 q1,5510,0.562160803088666,Mr. Jonathan P. Arnold,0.7261504926964912,male,Deutsche Bank,"('NEE', '2018 q1')",0.0
25859,PEG,2018 q1,5510,0.5167506962266443,Mr. Jonathan P. Arnold,0.7260734459533041,male,Deutsche Bank,"('PEG', '2018 q1')",0.0
25860,PPL,2018 q1,5510,0.698268375599338,Mr. Jonathan P. Arnold,0.8481214997800064,male,Deutsche Bank,"('PPL', '2018 q1')",0.0
25861,WEC,2018 q1,5510,0.7740106342447568,Mr. Jonathan P. Arnold,0.8564643060501377,male,Deutsche Bank,"('WEC', '2018 q1')",0.0
25862,CMS,2018 q1,5510,0.6982475479577221,Ali Agha,0.2807140215887782,male,SunTrust Robinson Humphrey Capital Markets,"('CMS', '2018 q1')",0.0
25863,CNP,2018 q1,5510,0.6863080297814687,Ali Agha,0.2460003838068364,male,SunTrust Robinson Humphrey Capital Markets,"('CNP', '2018 q1')",0.0
25864,DUK,2018 q1,5510,0.5367645012561475,Ali Agha,0.1681288328268977,male,SunTrust Robinson Humphrey Capital Markets,"('DUK', '2018 q1')",0.0
25865,EIX,2018 q1,5510,0.5160943731680234,Ali Agha,0.1718548886615797,male,SunTrust Robinson Humphrey Capital Markets,"('EIX', '2018 q1')",0.0
25866,EVRG,2018 q1,5510,0.658677279667689,Ali Agha,0.3121110711352355,male,SunTrust Robinson Humphrey Capital Markets,"('EVRG', '2018 q1')",0.0
25867,EXC,2018 q1,5510,0.5266879292340306,Ali Agha,0.1349870600937437,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2018 q1')",0.0
25868,NRG,2018 q1,5510,0.67013972679419,Ali Agha,0.3288185633077141,male,SunTrust Robinson Humphrey Capital Markets,"('NRG', '2018 q1')",0.0
25869,PNW,2018 q1,5510,0.5136342292398948,Ali Agha,0.192607189258066,male,SunTrust Robinson Humphrey Capital Markets,"('PNW', '2018 q1')",0.0
25870,PPL,2018 q1,5510,0.698268375599338,Ali Agha,0.3342492971571041,male,SunTrust Robinson Humphrey Capital Markets,"('PPL', '2018 q1')",0.0
25871,XEL,2018 q1,5510,0.7468382482189572,Ali Agha,0.3410017251048624,male,SunTrust Robinson Humphrey Capital Markets,"('XEL', '2018 q1')",0.0
25872,CMS,2018 q1,5510,0.6982475479577221,Credit Suisse Global Product Marketing,0.9373945253428396,Not a person,Credit Suisse,"('CMS', '2018 q1')",0.0
25873,CMS,2018 q1,5510,0.6982475479577221,Mr. Michael Weinstein,0.3097504308889606,male,Credit Suisse,"('CMS', '2018 q1')",0.0
25874,CNP,2018 q1,5510,0.6863080297814687,Mr. Michael Weinstein,0.3141370762608999,male,Credit Suisse,"('CNP', '2018 q1')",0.0
25875,D,2018 q1,5510,0.5372032657642662,Mr. Michael Weinstein,0.2002139923818987,male,Credit Suisse,"('D', '2018 q1')",0.0
25876,DUK,2018 q1,5510,0.5367645012561475,Mr. Michael Weinstein,0.1594579408770472,male,Credit Suisse,"('DUK', '2018 q1')",0.0
25877,ED,2018 q1,5510,0.5692724425499176,Mr. Michael Weinstein,0.2413312393501015,male,Credit Suisse,"('ED', '2018 q1')",0.0
25878,ES,2018 q1,5510,0.6359096403954707,Mr. Michael Weinstein,0.1854740873805949,male,Credit Suisse,"('ES', '2018 q1')",0.0
25879,EXC,2018 q1,5510,0.5266879292340306,Mr. Michael Weinstein,0.1532115994467883,male,Credit Suisse,"('EXC', '2018 q1')",0.0
25880,PNW,2018 q1,5510,0.5136342292398948,Mr. Michael Weinstein,0.169146580888209,male,Credit Suisse,"('PNW', '2018 q1')",0.0
25881,WEC,2018 q1,5510,0.7740106342447568,Mr. Michael Weinstein,0.3646330068022585,male,Credit Suisse,"('WEC', '2018 q1')",0.0
25882,CNP,2018 q1,5510,0.6863080297814687,Mr. Insoo Kim,0.7120052192897416,male,RBC Capital Markets,"('CNP', '2018 q1')",0.03333333507180214
25883,D,2018 q1,5510,0.5372032657642662,Peter D. Quinn,0.3458782223765357,male,BofA Global Research,"('D', '2018 q1')",0.0
25884,ES,2018 q1,5510,0.6359096403954707,Mr. Stephen C. Byrd,0.4538414890577147,male,Morgan Stanley,"('ES', '2018 q1')",0.0
25885,FE,2018 q1,5510,0.5732932749441174,Mr. Stephen C. Byrd,0.1917233504835012,male,Morgan Stanley,"('FE', '2018 q1')",0.0
25886,PEG,2018 q1,5510,0.5167506962266443,Mr. Stephen C. Byrd,0.2835120248359689,male,Morgan Stanley,"('PEG', '2018 q1')",0.0
25887,PNW,2018 q1,5510,0.5136342292398948,Mr. Stephen C. Byrd,0.4979282052647955,male,Morgan Stanley,"('PNW', '2018 q1')",0.015219701454043388
25888,ES,2018 q1,5510,0.6359096403954707,Mr. Michael Gaugler,0.1713283016311952,male,Janney Montgomery Scott LLC,"('ES', '2018 q1')",0.0
25889,ES,2018 q1,5510,0.6359096403954707,"Caroline V. Bone, CFA",0.7656770385642842,female,Deutsche Bank,"('ES', '2018 q1')",0.0031129084527492523
25890,ES,2018 q1,5510,0.6359096403954707,"Chris Bottiglieri, CPA",0.926752599045762,male,Wolfe Research,"('ES', '2018 q1')",0.0
25891,NRG,2018 q1,5510,0.67013972679419,Mr. Travis Miller,0.908544743343738,male,"Morningstar, Inc.","('NRG', '2018 q1')",0.0
25892,XEL,2018 q1,5510,0.7468382482189572,Mr. Travis Miller,0.8413625842466795,male,"Morningstar, Inc.","('XEL', '2018 q1')",0.0
25893,NRG,2018 q1,5510,0.67013972679419,Mr. Abe Azar,0.90280239031659,male,Deutsche Bank,"('NRG', '2018 q1')",0.0
25894,PEG,2018 q1,5510,0.5167506962266443,Mr. Devin J. McDermott,0.2078617405629608,male,Morgan Stanley,"('PEG', '2018 q1')",0.0
25895,AEE,2018 q2,5510,0.6188705754427151,Mr. Stephen C. Byrd,0.2890513167556079,male,Morgan Stanley,"('AEE', '2018 q2')",0.0
25896,AES,2018 q2,5510,0.6272819274379863,Mr. Stephen C. Byrd,0.3011555328682576,male,Morgan Stanley,"('AES', '2018 q2')",0.0
25897,ETR,2018 q2,5510,0.6739239434323401,Mr. Stephen C. Byrd,0.2669508880876751,male,Morgan Stanley,"('ETR', '2018 q2')",0.0
25898,FE,2018 q2,5510,0.4162159511466931,Mr. Stephen C. Byrd,0.3402360327643311,male,Morgan Stanley,"('FE', '2018 q2')",0.0
25899,PEG,2018 q2,5510,0.5008549214205837,Mr. Stephen C. Byrd,0.1189772813794614,male,Morgan Stanley,"('PEG', '2018 q2')",0.0
25900,PPL,2018 q2,5510,0.5721090285832691,Mr. Stephen C. Byrd,0.1972079276240458,male,Morgan Stanley,"('PPL', '2018 q2')",0.0
25901,AEE,2018 q2,5510,0.6188705754427151,"Mr. Andrew Bischof, CFA",0.7001180535958744,male,"Morningstar, Inc.","('AEE', '2018 q2')",0.0
25902,AEP,2018 q2,5510,0.5745437696145818,"Mr. Andrew Bischof, CFA",0.9033303704556964,male,"Morningstar, Inc.","('AEP', '2018 q2')",0.0
25903,DUK,2018 q2,5510,0.5073663277983753,"Mr. Andrew Bischof, CFA",0.6187045442404859,male,"Morningstar, Inc.","('DUK', '2018 q2')",0.0
25904,EXC,2018 q2,5510,0.6137825416260884,"Mr. Andrew Bischof, CFA",0.742070276908812,male,"Morningstar, Inc.","('EXC', '2018 q2')",0.0
25905,LNT,2018 q2,5510,0.7492072021393941,"Mr. Andrew Bischof, CFA",0.7743238504140599,male,"Morningstar, Inc.","('LNT', '2018 q2')",0.0
25906,NEE,2018 q2,5510,0.6571849206631117,"Mr. Andrew Bischof, CFA",0.5809029991400806,male,"Morningstar, Inc.","('NEE', '2018 q2')",0.0
25907,PPL,2018 q2,5510,0.5721090285832691,"Mr. Andrew Bischof, CFA",0.9083854300374364,male,"Morningstar, Inc.","('PPL', '2018 q2')",0.0
25908,AEE,2018 q2,5510,0.6188705754427151,Christopher B. Muir,0.99293203362509,male,CFRA Equity Research,"('AEE', '2018 q2')",0.0
25909,AEP,2018 q2,5510,0.5745437696145818,Christopher B. Muir,0.9352048867881813,male,CFRA Equity Research,"('AEP', '2018 q2')",0.0
25910,CMS,2018 q2,5510,0.6485324756561781,Christopher B. Muir,0.9210002787000652,male,CFRA Equity Research,"('CMS', '2018 q2')",0.0
25911,CNP,2018 q2,5510,0.53298466799879,Christopher B. Muir,0.8939409481623052,male,CFRA Equity Research,"('CNP', '2018 q2')",0.0
25912,D,2018 q2,5510,0.5652847528926728,Christopher B. Muir,0.9453758956948772,male,CFRA Equity Research,"('D', '2018 q2')",0.0
25913,DTE,2018 q2,5510,0.5875943434461436,Christopher B. Muir,0.9484703549104596,male,CFRA Equity Research,"('DTE', '2018 q2')",0.0
25914,DUK,2018 q2,5510,0.5073663277983753,Christopher B. Muir,0.9616595910787422,male,CFRA Equity Research,"('DUK', '2018 q2')",0.0
25915,ED,2018 q2,5510,0.7253890452209719,Christopher B. Muir,0.9932436588084,male,CFRA Equity Research,"('ED', '2018 q2')",0.0
25916,EIX,2018 q2,5510,0.5979220403193592,Christopher B. Muir,0.909424201483333,male,CFRA Equity Research,"('EIX', '2018 q2')",0.0
25917,ES,2018 q2,5510,0.4275339033854882,Christopher B. Muir,0.803480751320387,male,CFRA Equity Research,"('ES', '2018 q2')",0.0
25918,ETR,2018 q2,5510,0.6739239434323401,Christopher B. Muir,0.996752465081201,male,CFRA Equity Research,"('ETR', '2018 q2')",0.0
25919,EVRG,2018 q2,5510,0.5549989708995879,Christopher B. Muir,0.7801992170604027,male,CFRA Equity Research,"('EVRG', '2018 q2')",0.0
25920,EXC,2018 q2,5510,0.6137825416260884,Christopher B. Muir,0.9155395622579058,male,CFRA Equity Research,"('EXC', '2018 q2')",0.0
25921,FE,2018 q2,5510,0.4162159511466931,Christopher B. Muir,0.9268572041699688,male,CFRA Equity Research,"('FE', '2018 q2')",0.0
25922,LNT,2018 q2,5510,0.7492072021393941,Christopher B. Muir,0.9755108730708576,male,CFRA Equity Research,"('LNT', '2018 q2')",0.0
25923,NEE,2018 q2,5510,0.6571849206631117,Christopher B. Muir,0.8659109066453707,male,CFRA Equity Research,"('NEE', '2018 q2')",0.0
25924,NI,2018 q2,5510,0.7824487827945799,Christopher B. Muir,0.9900442748839656,male,CFRA Equity Research,"('NI', '2018 q2')",0.0
25925,PEG,2018 q2,5510,0.5008549214205837,Christopher B. Muir,0.9464034009351816,male,CFRA Equity Research,"('PEG', '2018 q2')",0.0
25926,PNW,2018 q2,5510,0.7610303213317476,Christopher B. Muir,0.9055687531301722,male,CFRA Equity Research,"('PNW', '2018 q2')",0.0
25927,PPL,2018 q2,5510,0.5721090285832691,Christopher B. Muir,0.8954375155578033,male,CFRA Equity Research,"('PPL', '2018 q2')",0.0
25928,WEC,2018 q2,5510,0.7507550668202374,Christopher B. Muir,0.9228220734094906,male,CFRA Equity Research,"('WEC', '2018 q2')",0.0
25929,XEL,2018 q2,5510,0.6737926038628168,Christopher B. Muir,0.9823446612433332,male,CFRA Equity Research,"('XEL', '2018 q2')",0.0
25930,AEE,2018 q2,5510,0.6188705754427151,Neil Kalton,0.3187571147754117,male,"Wells Fargo Securities, LLC","('AEE', '2018 q2')",0.0
25931,CMS,2018 q2,5510,0.6485324756561781,Neil Kalton,0.3061707668744658,male,"Wells Fargo Securities, LLC","('CMS', '2018 q2')",0.0
25932,CNP,2018 q2,5510,0.53298466799879,Neil Kalton,0.1854740054834731,male,"Wells Fargo Securities, LLC","('CNP', '2018 q2')",0.017664970830082893
25933,D,2018 q2,5510,0.5652847528926728,Neil Kalton,0.170749900493973,male,"Wells Fargo Securities, LLC","('D', '2018 q2')",0.0
25934,DTE,2018 q2,5510,0.5875943434461436,Neil Kalton,0.2587957734206969,male,"Wells Fargo Securities, LLC","('DTE', '2018 q2')",0.0
25935,EIX,2018 q2,5510,0.5979220403193592,Neil Kalton,0.3559606746654812,male,"Wells Fargo Securities, LLC","('EIX', '2018 q2')",0.0
25936,ES,2018 q2,5510,0.4275339033854882,Neil Kalton,0.1534055216306985,male,"Wells Fargo Securities, LLC","('ES', '2018 q2')",0.0
25937,FE,2018 q2,5510,0.4162159511466931,Neil Kalton,0.1743534104423003,male,"Wells Fargo Securities, LLC","('FE', '2018 q2')",0.0
25938,NEE,2018 q2,5510,0.6571849206631117,Neil Kalton,0.6168432882055772,male,"Wells Fargo Securities, LLC","('NEE', '2018 q2')",0.0
25939,PEG,2018 q2,5510,0.5008549214205837,Neil Kalton,0.1294914527248401,male,"Wells Fargo Securities, LLC","('PEG', '2018 q2')",0.0
25940,XEL,2018 q2,5510,0.6737926038628168,Neil Kalton,0.3774492553938934,male,"Wells Fargo Securities, LLC","('XEL', '2018 q2')",0.0
25941,AEE,2018 q2,5510,0.6188705754427151,Greg Gordon,0.3813955373424286,male,EVERCORE ISI,"('AEE', '2018 q2')",0.0
25942,AEP,2018 q2,5510,0.5745437696145818,Greg Gordon,0.2369185126186137,male,EVERCORE ISI,"('AEP', '2018 q2')",0.0
25943,AES,2018 q2,5510,0.6272819274379863,Greg Gordon,0.2887652849051824,male,EVERCORE ISI,"('AES', '2018 q2')",0.0
25944,CNP,2018 q2,5510,0.53298466799879,Greg Gordon,0.13674950955491,male,EVERCORE ISI,"('CNP', '2018 q2')",0.0
25945,D,2018 q2,5510,0.5652847528926728,Greg Gordon,0.183154632357105,male,EVERCORE ISI,"('D', '2018 q2')",0.0
25946,DUK,2018 q2,5510,0.5073663277983753,Greg Gordon,0.2262713597276714,male,EVERCORE ISI,"('DUK', '2018 q2')",0.0
25947,ES,2018 q2,5510,0.4275339033854882,Greg Gordon,0.1423116129375179,male,EVERCORE ISI,"('ES', '2018 q2')",0.0
25948,ETR,2018 q2,5510,0.6739239434323401,Greg Gordon,0.3717568844828119,male,EVERCORE ISI,"('ETR', '2018 q2')",0.0
25949,EVRG,2018 q2,5510,0.5549989708995879,Greg Gordon,0.2847184871017397,male,EVERCORE ISI,"('EVRG', '2018 q2')",0.0
25950,EXC,2018 q2,5510,0.6137825416260884,Greg Gordon,0.2644176960016071,male,EVERCORE ISI,"('EXC', '2018 q2')",0.0
25951,FE,2018 q2,5510,0.4162159511466931,Greg Gordon,0.1506074680951789,male,EVERCORE ISI,"('FE', '2018 q2')",0.0
25952,NEE,2018 q2,5510,0.6571849206631117,Greg Gordon,0.2930861224808677,male,EVERCORE ISI,"('NEE', '2018 q2')",0.0
25953,NRG,2018 q2,5510,0.7608099732180178,Greg Gordon,0.4696477501769032,male,EVERCORE ISI,"('NRG', '2018 q2')",0.0
25954,PEG,2018 q2,5510,0.5008549214205837,Greg Gordon,0.1750759214449734,male,EVERCORE ISI,"('PEG', '2018 q2')",0.0
25955,PPL,2018 q2,5510,0.5721090285832691,Greg Gordon,0.2368270351962988,male,EVERCORE ISI,"('PPL', '2018 q2')",0.0
25956,AEP,2018 q2,5510,0.5745437696145818,Ali Agha,0.1841773989040072,male,SunTrust Robinson Humphrey Capital Markets,"('AEP', '2018 q2')",0.0
25957,AES,2018 q2,5510,0.6272819274379863,Ali Agha,0.3816240647423271,male,SunTrust Robinson Humphrey Capital Markets,"('AES', '2018 q2')",0.0
25958,CMS,2018 q2,5510,0.6485324756561781,Ali Agha,0.3022957396413615,male,SunTrust Robinson Humphrey Capital Markets,"('CMS', '2018 q2')",0.0
25959,CNP,2018 q2,5510,0.53298466799879,Ali Agha,0.1545517726229316,male,SunTrust Robinson Humphrey Capital Markets,"('CNP', '2018 q2')",0.0
25960,DUK,2018 q2,5510,0.5073663277983753,Ali Agha,0.1280899564951944,male,SunTrust Robinson Humphrey Capital Markets,"('DUK', '2018 q2')",0.0
25961,EIX,2018 q2,5510,0.5979220403193592,Ali Agha,0.3514891846052679,male,SunTrust Robinson Humphrey Capital Markets,"('EIX', '2018 q2')",0.0
25962,EVRG,2018 q2,5510,0.5549989708995879,Ali Agha,0.2034336947800304,male,SunTrust Robinson Humphrey Capital Markets,"('EVRG', '2018 q2')",0.0
25963,EXC,2018 q2,5510,0.6137825416260884,Ali Agha,0.2260276367898214,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2018 q2')",0.0
25964,NRG,2018 q2,5510,0.7608099732180178,Ali Agha,0.4160772500235928,male,SunTrust Robinson Humphrey Capital Markets,"('NRG', '2018 q2')",0.0
25965,PNW,2018 q2,5510,0.7610303213317476,Ali Agha,0.3959104512118209,male,SunTrust Robinson Humphrey Capital Markets,"('PNW', '2018 q2')",0.0
25966,PPL,2018 q2,5510,0.5721090285832691,Ali Agha,0.2406292339860625,male,SunTrust Robinson Humphrey Capital Markets,"('PPL', '2018 q2')",0.037675853818655014
25967,AEP,2018 q2,5510,0.5745437696145818,Mr. Julien P. Dumoulin-Smith,0.2735870547720669,male,BofA Global Research,"('AEP', '2018 q2')",0.0064164395444095135
25968,AES,2018 q2,5510,0.6272819274379863,Mr. Julien P. Dumoulin-Smith,0.3444690125759314,male,BofA Global Research,"('AES', '2018 q2')",0.005676804110407829
25969,CNP,2018 q2,5510,0.53298466799879,Mr. Julien P. Dumoulin-Smith,0.1595281991995723,male,BofA Global Research,"('CNP', '2018 q2')",0.0
25970,D,2018 q2,5510,0.5652847528926728,Mr. Julien P. Dumoulin-Smith,0.2162821693464693,male,BofA Global Research,"('D', '2018 q2')",0.0
25971,DTE,2018 q2,5510,0.5875943434461436,Mr. Julien P. Dumoulin-Smith,0.3301889313676983,male,BofA Global Research,"('DTE', '2018 q2')",0.0
25972,DUK,2018 q2,5510,0.5073663277983753,Mr. Julien P. Dumoulin-Smith,0.1458045127998497,male,BofA Global Research,"('DUK', '2018 q2')",0.0
25973,ED,2018 q2,5510,0.7253890452209719,Mr. Julien P. Dumoulin-Smith,0.4247341250563756,male,BofA Global Research,"('ED', '2018 q2')",0.0
25974,ETR,2018 q2,5510,0.6739239434323401,Mr. Julien P. Dumoulin-Smith,0.3302966471130513,male,BofA Global Research,"('ETR', '2018 q2')",0.0
25975,EXC,2018 q2,5510,0.6137825416260884,Mr. Julien P. Dumoulin-Smith,0.4588985977199539,male,BofA Global Research,"('EXC', '2018 q2')",0.029087858274579048
25976,FE,2018 q2,5510,0.4162159511466931,Mr. Julien P. Dumoulin-Smith,0.1585730309635261,male,BofA Global Research,"('FE', '2018 q2')",0.005862223915755749
25977,LNT,2018 q2,5510,0.7492072021393941,Mr. Julien P. Dumoulin-Smith,0.6288565286275556,male,BofA Global Research,"('LNT', '2018 q2')",0.0
25978,NEE,2018 q2,5510,0.6571849206631117,Mr. Julien P. Dumoulin-Smith,0.3949037298757571,male,BofA Global Research,"('NEE', '2018 q2')",0.0
25979,NI,2018 q2,5510,0.7824487827945799,Mr. Julien P. Dumoulin-Smith,0.5886549881914893,male,BofA Global Research,"('NI', '2018 q2')",0.0
25980,NRG,2018 q2,5510,0.7608099732180178,Mr. Julien P. Dumoulin-Smith,0.4747580002829201,male,BofA Global Research,"('NRG', '2018 q2')",0.0
25981,PEG,2018 q2,5510,0.5008549214205837,Mr. Julien P. Dumoulin-Smith,0.2173087972243549,male,BofA Global Research,"('PEG', '2018 q2')",0.00368449247131745
25982,PNW,2018 q2,5510,0.7610303213317476,Mr. Julien P. Dumoulin-Smith,0.4639421113609947,male,BofA Global Research,"('PNW', '2018 q2')",0.010338501073420048
25983,PPL,2018 q2,5510,0.5721090285832691,Mr. Julien P. Dumoulin-Smith,0.2268774702586314,male,BofA Global Research,"('PPL', '2018 q2')",0.007415733765810728
25984,SRE,2018 q2,5510,0.0475499535769479,Mr. Julien P. Dumoulin-Smith,0.0475499535769479,male,BofA Global Research,"('SRE', '2018 q2')",0.0
25985,WEC,2018 q2,5510,0.7507550668202374,Mr. Julien P. Dumoulin-Smith,0.4628058870462188,male,BofA Global Research,"('WEC', '2018 q2')",0.0
25986,XEL,2018 q2,5510,0.6737926038628168,Mr. Julien P. Dumoulin-Smith,0.4070350997232468,male,BofA Global Research,"('XEL', '2018 q2')",0.0
25987,AEP,2018 q2,5510,0.5745437696145818,"Mr. Shahriar Pourreza, CFA",0.2915587389527425,male,Guggenheim Securities LLC,"('AEP', '2018 q2')",0.0
25988,CMS,2018 q2,5510,0.6485324756561781,"Mr. Shahriar Pourreza, CFA",0.404801636362723,male,Guggenheim Securities LLC,"('CMS', '2018 q2')",0.0
25989,CNP,2018 q2,5510,0.53298466799879,"Mr. Shahriar Pourreza, CFA",0.4301123861473643,male,Guggenheim Securities LLC,"('CNP', '2018 q2')",0.0
25990,D,2018 q2,5510,0.5652847528926728,"Mr. Shahriar Pourreza, CFA",0.447073773393313,male,Guggenheim Securities LLC,"('D', '2018 q2')",0.0
25991,EIX,2018 q2,5510,0.5979220403193592,"Mr. Shahriar Pourreza, CFA",0.5372522797503796,male,Guggenheim Securities LLC,"('EIX', '2018 q2')",0.0
25992,EVRG,2018 q2,5510,0.5549989708995879,"Mr. Shahriar Pourreza, CFA",0.3405369637535401,male,Guggenheim Securities LLC,"('EVRG', '2018 q2')",0.0
25993,PPL,2018 q2,5510,0.5721090285832691,"Mr. Shahriar Pourreza, CFA",0.6085692734502837,male,Guggenheim Securities LLC,"('PPL', '2018 q2')",0.0
25994,WEC,2018 q2,5510,0.7507550668202374,"Mr. Shahriar Pourreza, CFA",0.5739072833902307,male,Guggenheim Securities LLC,"('WEC', '2018 q2')",0.0
25995,AES,2018 q2,5510,0.6272819274379863,"Charles J. Fishman, CFA, CFA",0.9104018347769944,male,"Morningstar, Inc.","('AES', '2018 q2')",0.0
25996,AES,2018 q2,5510,0.6272819274379863,Paige Marcus,0.9343266616669746,female,CFRA Equity Research,"('AES', '2018 q2')",0.0
25997,ATO,2018 q2,5510,0.8968318516799446,Paige Marcus,0.969060417317816,female,CFRA Equity Research,"('ATO', '2018 q2')",0.0
25998,NRG,2018 q2,5510,0.7608099732180178,Paige Marcus,0.9401693984666588,female,CFRA Equity Research,"('NRG', '2018 q2')",0.0
25999,ATO,2018 q2,5510,0.8968318516799446,Dennis Coleman,0.8240299678457831,male,BofA Global Research,"('ATO', '2018 q2')",0.0
26000,ATO,2018 q2,5510,0.8968318516799446,"Charles J. Fishman, CFA",0.857727794800829,male,"Morningstar, Inc.","('ATO', '2018 q2')",0.0
26001,CNP,2018 q2,5510,0.53298466799879,"Charles J. Fishman, CFA",0.8324588852748619,male,"Morningstar, Inc.","('CNP', '2018 q2')",0.0
26002,D,2018 q2,5510,0.5652847528926728,"Charles J. Fishman, CFA",0.637677789667503,male,"Morningstar, Inc.","('D', '2018 q2')",0.0
26003,DTE,2018 q2,5510,0.5875943434461436,"Charles J. Fishman, CFA",0.8536990163222292,male,"Morningstar, Inc.","('DTE', '2018 q2')",0.0
26004,ETR,2018 q2,5510,0.6739239434323401,"Charles J. Fishman, CFA",0.7669263089834759,male,"Morningstar, Inc.","('ETR', '2018 q2')",0.0
26005,EVRG,2018 q2,5510,0.5549989708995879,"Charles J. Fishman, CFA",0.7543550408223564,male,"Morningstar, Inc.","('EVRG', '2018 q2')",0.0
26006,NI,2018 q2,5510,0.7824487827945799,"Charles J. Fishman, CFA",0.8680211744290572,male,"Morningstar, Inc.","('NI', '2018 q2')",0.0
26007,PNW,2018 q2,5510,0.7610303213317476,"Charles J. Fishman, CFA",0.8755887364901482,male,"Morningstar, Inc.","('PNW', '2018 q2')",0.0
26008,CMS,2018 q2,5510,0.6485324756561781,Mr. Michael Weinstein,0.3566438841356871,male,Credit Suisse,"('CMS', '2018 q2')",0.0
26009,CNP,2018 q2,5510,0.53298466799879,Mr. Michael Weinstein,0.1503653454826601,male,Credit Suisse,"('CNP', '2018 q2')",0.0
26010,D,2018 q2,5510,0.5652847528926728,Mr. Michael Weinstein,0.2081223605430649,male,Credit Suisse,"('D', '2018 q2')",0.0
26011,DTE,2018 q2,5510,0.5875943434461436,Mr. Michael Weinstein,0.3004895445485643,male,Credit Suisse,"('DTE', '2018 q2')",0.0
26012,DUK,2018 q2,5510,0.5073663277983753,Mr. Michael Weinstein,0.1784680305112634,male,Credit Suisse,"('DUK', '2018 q2')",0.0
26013,ED,2018 q2,5510,0.7253890452209719,Mr. Michael Weinstein,0.3940991814359929,male,Credit Suisse,"('ED', '2018 q2')",0.0
26014,ES,2018 q2,5510,0.4275339033854882,Mr. Michael Weinstein,0.1623008543048511,male,Credit Suisse,"('ES', '2018 q2')",0.0
26015,PNW,2018 q2,5510,0.7610303213317476,Mr. Michael Weinstein,0.4161810101227135,male,Credit Suisse,"('PNW', '2018 q2')",0.0
26016,CMS,2018 q2,5510,0.6485324756561781,SADIF Research,0.9867028263875632,Not a person,Sadif Analytics Prime,"('CMS', '2018 q2')",0.9489238262176514
26017,ED,2018 q2,5510,0.7253890452209719,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ED', '2018 q2')",0.9613680243492126
26018,PNW,2018 q2,5510,0.7610303213317476,SADIF Research,0.9853200465398072,Not a person,Sadif Analytics Prime,"('PNW', '2018 q2')",0.8783203363418579
26019,WEC,2018 q2,5510,0.7507550668202374,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WEC', '2018 q2')",0.978226363658905
26020,CMS,2018 q2,5510,0.6485324756561781,Mr. David B. Burks,0.5595303356822436,male,Hilliard Lyons,"('CMS', '2018 q2')",0.0
26021,CMS,2018 q2,5510,0.6485324756561781,Mr. Steve Fleishman,0.331777568358125,male,Wolfe Research,"('CMS', '2018 q2')",0.0
26022,CNP,2018 q2,5510,0.53298466799879,Mr. Steve Fleishman,0.1115314703624779,male,Wolfe Research,"('CNP', '2018 q2')",0.0
26023,D,2018 q2,5510,0.5652847528926728,Mr. Steve Fleishman,0.1824069206265345,male,Wolfe Research,"('D', '2018 q2')",0.0
26024,DTE,2018 q2,5510,0.5875943434461436,Mr. Steve Fleishman,0.2223127773964131,male,Wolfe Research,"('DTE', '2018 q2')",0.0
26025,DUK,2018 q2,5510,0.5073663277983753,Mr. Steve Fleishman,0.1485161477072469,male,Wolfe Research,"('DUK', '2018 q2')",0.0
26026,ED,2018 q2,5510,0.7253890452209719,Mr. Steve Fleishman,0.4222650198389503,male,Wolfe Research,"('ED', '2018 q2')",0.0
26027,ES,2018 q2,5510,0.4275339033854882,Mr. Steve Fleishman,0.1526331312604495,male,Wolfe Research,"('ES', '2018 q2')",0.0
26028,ETR,2018 q2,5510,0.6739239434323401,Mr. Steve Fleishman,0.2562126123219087,male,Wolfe Research,"('ETR', '2018 q2')",0.0
26029,EVRG,2018 q2,5510,0.5549989708995879,Mr. Steve Fleishman,0.384614634917559,male,Wolfe Research,"('EVRG', '2018 q2')",0.029685325920581818
26030,EXC,2018 q2,5510,0.6137825416260884,Mr. Steve Fleishman,0.2810959788235252,male,Wolfe Research,"('EXC', '2018 q2')",0.0
26031,LNT,2018 q2,5510,0.7492072021393941,Mr. Steve Fleishman,0.4089341167786082,male,Wolfe Research,"('LNT', '2018 q2')",0.0
26032,NEE,2018 q2,5510,0.6571849206631117,Mr. Steve Fleishman,0.2920016972851506,male,Wolfe Research,"('NEE', '2018 q2')",0.0
26033,NI,2018 q2,5510,0.7824487827945799,Mr. Steve Fleishman,0.4826308362663915,male,Wolfe Research,"('NI', '2018 q2')",0.0
26034,PEG,2018 q2,5510,0.5008549214205837,Mr. Steve Fleishman,0.1287199986201277,male,Wolfe Research,"('PEG', '2018 q2')",0.0
26035,PPL,2018 q2,5510,0.5721090285832691,Mr. Steve Fleishman,0.23179542561966,male,Wolfe Research,"('PPL', '2018 q2')",0.03819131478667259
26036,WEC,2018 q2,5510,0.7507550668202374,Mr. Steve Fleishman,0.4345549121627552,male,Wolfe Research,"('WEC', '2018 q2')",0.0
26037,XEL,2018 q2,5510,0.6737926038628168,Mr. Steve Fleishman,0.3375974698447833,male,Wolfe Research,"('XEL', '2018 q2')",0.0
26038,CNP,2018 q2,5510,0.53298466799879,Mr. Insoo Kim,0.3517309397962487,male,RBC Capital Markets,"('CNP', '2018 q2')",0.0
26039,CNP,2018 q2,5510,0.53298466799879,Mr. Jonathan P. Arnold,0.7800034667462482,male,Deutsche Bank,"('CNP', '2018 q2')",0.0
26040,D,2018 q2,5510,0.5652847528926728,Mr. Jonathan P. Arnold,0.8478146897214353,male,Deutsche Bank,"('D', '2018 q2')",0.0
26041,ETR,2018 q2,5510,0.6739239434323401,Mr. Jonathan P. Arnold,0.926575630690558,male,Deutsche Bank,"('ETR', '2018 q2')",0.0
26042,NEE,2018 q2,5510,0.6571849206631117,Mr. Jonathan P. Arnold,0.6408489797674919,male,Deutsche Bank,"('NEE', '2018 q2')",0.0
26043,PEG,2018 q2,5510,0.5008549214205837,Mr. Jonathan P. Arnold,0.6531410256999157,male,Deutsche Bank,"('PEG', '2018 q2')",0.0
26044,DUK,2018 q2,5510,0.5073663277983753,Credit Suisse Global Product Marketing,0.6532050903689508,Not a person,Credit Suisse,"('DUK', '2018 q2')",0.0
26045,ES,2018 q2,5510,0.4275339033854882,Credit Suisse Global Product Marketing,0.5057005122851742,Not a person,Credit Suisse,"('ES', '2018 q2')",0.0
26046,ES,2018 q2,5510,0.4275339033854882,Mr. Michael Gaugler,0.3657149105781238,male,Janney Montgomery Scott LLC,"('ES', '2018 q2')",0.13359533622860909
26047,EXC,2018 q2,5510,0.6137825416260884,"Mr. Shelby Tucker, CFA",0.307861472743799,male,RBC Capital Markets,"('EXC', '2018 q2')",0.0
26048,FE,2018 q2,5510,0.4162159511466931,"Mr. Shelby Tucker, CFA",0.2072174901778734,male,RBC Capital Markets,"('FE', '2018 q2')",0.0
26049,NEE,2018 q2,5510,0.6571849206631117,"Mr. Shelby Tucker, CFA",0.6850683208700871,male,RBC Capital Markets,"('NEE', '2018 q2')",0.03333333507180214
26050,PEG,2018 q2,5510,0.5008549214205837,"Mr. Shelby Tucker, CFA",0.2585806820178442,male,RBC Capital Markets,"('PEG', '2018 q2')",0.0
26051,SRE,2018 q2,5510,0.0475499535769479,"Mr. Shelby Tucker, CFA",0.0475499535769478,male,RBC Capital Markets,"('SRE', '2018 q2')",0.0
26052,EXC,2018 q2,5510,0.6137825416260884,Mr. Travis Miller,0.6856769048973458,male,"Morningstar, Inc.","('EXC', '2018 q2')",0.0
26053,NRG,2018 q2,5510,0.7608099732180178,Mr. Travis Miller,0.8213044200547728,male,"Morningstar, Inc.","('NRG', '2018 q2')",0.0
26054,PEG,2018 q2,5510,0.5008549214205837,Mr. Travis Miller,0.6763760809919682,male,"Morningstar, Inc.","('PEG', '2018 q2')",0.0
26055,XEL,2018 q2,5510,0.6737926038628168,Mr. Travis Miller,0.8606056225252815,male,"Morningstar, Inc.","('XEL', '2018 q2')",0.0
26056,NEE,2018 q2,5510,0.6571849206631117,"Mr. Timothy M. Winter, CFA",0.3342640477893461,male,Gabelli & Company,"('NEE', '2018 q2')",0.0
26057,NRG,2018 q2,5510,0.7608099732180178,Mr. Abe Azar,0.9321787594243972,male,Deutsche Bank,"('NRG', '2018 q2')",0.0
26058,AEE,2018 q3,5510,0.4608648658794606,"Mr. Andrew Bischof, CFA",0.7477291177380583,male,"Morningstar, Inc.","('AEE', '2018 q3')",0.0
26059,AEP,2018 q3,5510,0.6800861696725569,"Mr. Andrew Bischof, CFA",0.881748171386341,male,"Morningstar, Inc.","('AEP', '2018 q3')",0.0
26060,DUK,2018 q3,5510,0.8367676220676117,"Mr. Andrew Bischof, CFA",0.8510653747998881,male,"Morningstar, Inc.","('DUK', '2018 q3')",0.0
26061,EXC,2018 q3,5510,0.7562243271371214,"Mr. Andrew Bischof, CFA",0.7831766531246388,male,"Morningstar, Inc.","('EXC', '2018 q3')",0.0
26062,LNT,2018 q3,5510,0.5717793628850578,"Mr. Andrew Bischof, CFA",0.7455328984251871,male,"Morningstar, Inc.","('LNT', '2018 q3')",0.0
26063,NEE,2018 q3,5510,0.7403849716240513,"Mr. Andrew Bischof, CFA",0.6883829258846186,male,"Morningstar, Inc.","('NEE', '2018 q3')",0.0
26064,PPL,2018 q3,5510,0.7010891735638569,"Mr. Andrew Bischof, CFA",0.858923023553739,male,"Morningstar, Inc.","('PPL', '2018 q3')",0.0
26065,WEC,2018 q3,5510,0.6922622759280708,"Mr. Andrew Bischof, CFA",0.7216071150542992,male,"Morningstar, Inc.","('WEC', '2018 q3')",0.0
26066,AEE,2018 q3,5510,0.4608648658794606,Ali Agha,0.1727239569770514,male,SunTrust Robinson Humphrey Capital Markets,"('AEE', '2018 q3')",0.0
26067,AEP,2018 q3,5510,0.6800861696725569,Ali Agha,0.233310732518167,male,SunTrust Robinson Humphrey Capital Markets,"('AEP', '2018 q3')",0.0
26068,CMS,2018 q3,5510,0.5521367602015351,Ali Agha,0.2190410281237593,male,SunTrust Robinson Humphrey Capital Markets,"('CMS', '2018 q3')",0.02202431671321392
26069,CNP,2018 q3,5510,0.539567403985131,Ali Agha,0.2233619992746428,male,SunTrust Robinson Humphrey Capital Markets,"('CNP', '2018 q3')",0.0
26070,EIX,2018 q3,5510,0.3748477082149607,Ali Agha,0.1542217039477683,male,SunTrust Robinson Humphrey Capital Markets,"('EIX', '2018 q3')",0.0
26071,EVRG,2018 q3,5510,0.5653853561094794,Ali Agha,0.2538313714624788,male,SunTrust Robinson Humphrey Capital Markets,"('EVRG', '2018 q3')",0.0
26072,EXC,2018 q3,5510,0.7562243271371214,Ali Agha,0.3547876799176212,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2018 q3')",0.0
26073,NRG,2018 q3,5510,0.8003156228074118,Ali Agha,0.4536358285284873,male,SunTrust Robinson Humphrey Capital Markets,"('NRG', '2018 q3')",0.0
26074,PNW,2018 q3,5510,0.7465525551194991,Ali Agha,0.4042067066045499,male,SunTrust Robinson Humphrey Capital Markets,"('PNW', '2018 q3')",0.0
26075,PPL,2018 q3,5510,0.7010891735638569,Ali Agha,0.3544448494876172,male,SunTrust Robinson Humphrey Capital Markets,"('PPL', '2018 q3')",0.017041591927409172
26076,XEL,2018 q3,5510,0.6790824994240576,Ali Agha,0.2159643410831623,male,SunTrust Robinson Humphrey Capital Markets,"('XEL', '2018 q3')",0.0
26077,AEE,2018 q3,5510,0.4608648658794606,Mr. Steve Fleishman,0.1074473990464841,male,Wolfe Research,"('AEE', '2018 q3')",0.0
26078,CMS,2018 q3,5510,0.5521367602015351,Mr. Steve Fleishman,0.2909636826538254,male,Wolfe Research,"('CMS', '2018 q3')",0.0
26079,CNP,2018 q3,5510,0.539567403985131,Mr. Steve Fleishman,0.1674766972957066,male,Wolfe Research,"('CNP', '2018 q3')",0.02644152007997036
26080,DTE,2018 q3,5510,0.7003724089966139,Mr. Steve Fleishman,0.3277107211787751,male,Wolfe Research,"('DTE', '2018 q3')",0.0
26081,DUK,2018 q3,5510,0.8367676220676117,Mr. Steve Fleishman,0.506844250744021,male,Wolfe Research,"('DUK', '2018 q3')",0.0
26082,ED,2018 q3,5510,0.6059074648870983,Mr. Steve Fleishman,0.1905803179236553,male,Wolfe Research,"('ED', '2018 q3')",0.0
26083,EIX,2018 q3,5510,0.3748477082149607,Mr. Steve Fleishman,0.1488176826333063,male,Wolfe Research,"('EIX', '2018 q3')",0.0
26084,ES,2018 q3,5510,0.6618052159492174,Mr. Steve Fleishman,0.2281792574356313,male,Wolfe Research,"('ES', '2018 q3')",0.0
26085,ETR,2018 q3,5510,0.6916051518889613,Mr. Steve Fleishman,0.427486160647827,male,Wolfe Research,"('ETR', '2018 q3')",0.0
26086,EVRG,2018 q3,5510,0.5653853561094794,Mr. Steve Fleishman,0.3123572844566183,male,Wolfe Research,"('EVRG', '2018 q3')",0.09757892042398453
26087,EXC,2018 q3,5510,0.7562243271371214,Mr. Steve Fleishman,0.3449032081087854,male,Wolfe Research,"('EXC', '2018 q3')",0.0
26088,FE,2018 q3,5510,0.7018167086770348,Mr. Steve Fleishman,0.3266744670051593,male,Wolfe Research,"('FE', '2018 q3')",0.0
26089,LNT,2018 q3,5510,0.5717793628850578,Mr. Steve Fleishman,0.3470054852018127,male,Wolfe Research,"('LNT', '2018 q3')",0.0
26090,NEE,2018 q3,5510,0.7403849716240513,Mr. Steve Fleishman,0.3382054334846605,male,Wolfe Research,"('NEE', '2018 q3')",0.011114145629107952
26091,NI,2018 q3,5510,0.5766605071925648,Mr. Steve Fleishman,0.2286122434447331,male,Wolfe Research,"('NI', '2018 q3')",0.0
26092,NRG,2018 q3,5510,0.8003156228074118,Mr. Steve Fleishman,0.536218520184226,male,Wolfe Research,"('NRG', '2018 q3')",0.04734197072684765
26093,WEC,2018 q3,5510,0.6922622759280708,Mr. Steve Fleishman,0.26001967641704,male,Wolfe Research,"('WEC', '2018 q3')",0.0
26094,XEL,2018 q3,5510,0.6790824994240576,Mr. Steve Fleishman,0.2864083553849975,male,Wolfe Research,"('XEL', '2018 q3')",0.0
26095,AEE,2018 q3,5510,0.4608648658794606,Mr. Julien P. Dumoulin-Smith,0.2127067977932931,male,BofA Global Research,"('AEE', '2018 q3')",0.0
26096,AEP,2018 q3,5510,0.6800861696725569,Mr. Julien P. Dumoulin-Smith,0.280592340097973,male,BofA Global Research,"('AEP', '2018 q3')",0.0
26097,AES,2018 q3,5510,0.985140223713296,Mr. Julien P. Dumoulin-Smith,0.9746327751340524,male,BofA Global Research,"('AES', '2018 q3')",0.019636867567896843
26098,CMS,2018 q3,5510,0.5521367602015351,Mr. Julien P. Dumoulin-Smith,0.7119884078550867,male,BofA Global Research,"('CMS', '2018 q3')",0.03333333507180214
26099,CNP,2018 q3,5510,0.539567403985131,Mr. Julien P. Dumoulin-Smith,0.2344461579718996,male,BofA Global Research,"('CNP', '2018 q3')",0.0
26100,D,2018 q3,5510,0.5113982951906715,Mr. Julien P. Dumoulin-Smith,0.1913891606749161,male,BofA Global Research,"('D', '2018 q3')",0.0
26101,DTE,2018 q3,5510,0.7003724089966139,Mr. Julien P. Dumoulin-Smith,0.3019228325256457,male,BofA Global Research,"('DTE', '2018 q3')",0.0
26102,DUK,2018 q3,5510,0.8367676220676117,Mr. Julien P. Dumoulin-Smith,0.6960214692957326,male,BofA Global Research,"('DUK', '2018 q3')",0.03333333507180214
26103,ED,2018 q3,5510,0.6059074648870983,Mr. Julien P. Dumoulin-Smith,0.2385881055329751,male,BofA Global Research,"('ED', '2018 q3')",0.0
26104,EIX,2018 q3,5510,0.3748477082149607,Mr. Julien P. Dumoulin-Smith,0.1648286126134981,male,BofA Global Research,"('EIX', '2018 q3')",0.0
26105,ES,2018 q3,5510,0.6618052159492174,Mr. Julien P. Dumoulin-Smith,0.2739088848215307,male,BofA Global Research,"('ES', '2018 q3')",0.0
26106,ETR,2018 q3,5510,0.6916051518889613,Mr. Julien P. Dumoulin-Smith,0.3882999738853773,male,BofA Global Research,"('ETR', '2018 q3')",0.0
26107,EVRG,2018 q3,5510,0.5653853561094794,Mr. Julien P. Dumoulin-Smith,0.236510999592177,male,BofA Global Research,"('EVRG', '2018 q3')",0.0
26108,EXC,2018 q3,5510,0.7562243271371214,Mr. Julien P. Dumoulin-Smith,0.5597059992496088,male,BofA Global Research,"('EXC', '2018 q3')",0.03333333507180214
26109,FE,2018 q3,5510,0.7018167086770348,Mr. Julien P. Dumoulin-Smith,0.3766103164080126,male,BofA Global Research,"('FE', '2018 q3')",0.0
26110,LNT,2018 q3,5510,0.5717793628850578,Mr. Julien P. Dumoulin-Smith,0.3934267730641044,male,BofA Global Research,"('LNT', '2018 q3')",0.013734424486756325
26111,NI,2018 q3,5510,0.5766605071925648,Mr. Julien P. Dumoulin-Smith,0.2754307637165245,male,BofA Global Research,"('NI', '2018 q3')",0.007515691686421633
26112,NRG,2018 q3,5510,0.8003156228074118,Mr. Julien P. Dumoulin-Smith,0.6647322662204972,male,BofA Global Research,"('NRG', '2018 q3')",0.03333333507180214
26113,PEG,2018 q3,5510,0.7992803752564778,Mr. Julien P. Dumoulin-Smith,0.4356308014349026,male,BofA Global Research,"('PEG', '2018 q3')",0.0
26114,PPL,2018 q3,5510,0.7010891735638569,Mr. Julien P. Dumoulin-Smith,0.4312741748074769,male,BofA Global Research,"('PPL', '2018 q3')",0.0
26115,SRE,2018 q3,5510,0.0941853073216654,Mr. Julien P. Dumoulin-Smith,0.0941853073216654,male,BofA Global Research,"('SRE', '2018 q3')",0.0
26116,WEC,2018 q3,5510,0.6922622759280708,Mr. Julien P. Dumoulin-Smith,0.3051940693379926,male,BofA Global Research,"('WEC', '2018 q3')",0.0
26117,XEL,2018 q3,5510,0.6790824994240576,Mr. Julien P. Dumoulin-Smith,0.3222592017307761,male,BofA Global Research,"('XEL', '2018 q3')",0.0
26118,AEE,2018 q3,5510,0.4608648658794606,Christopher B. Muir,0.9731307350196788,male,CFRA Equity Research,"('AEE', '2018 q3')",0.0
26119,AEP,2018 q3,5510,0.6800861696725569,Christopher B. Muir,0.9339192774199204,male,CFRA Equity Research,"('AEP', '2018 q3')",0.0
26120,CMS,2018 q3,5510,0.5521367602015351,Christopher B. Muir,0.9464896231198108,male,CFRA Equity Research,"('CMS', '2018 q3')",0.0
26121,CNP,2018 q3,5510,0.539567403985131,Christopher B. Muir,0.8512762010303624,male,CFRA Equity Research,"('CNP', '2018 q3')",0.0
26122,D,2018 q3,5510,0.5113982951906715,Christopher B. Muir,0.9534921830843596,male,CFRA Equity Research,"('D', '2018 q3')",0.0
26123,DTE,2018 q3,5510,0.7003724089966139,Christopher B. Muir,0.9381339962439988,male,CFRA Equity Research,"('DTE', '2018 q3')",0.0
26124,DUK,2018 q3,5510,0.8367676220676117,Christopher B. Muir,0.9568434558153358,male,CFRA Equity Research,"('DUK', '2018 q3')",0.0
26125,ED,2018 q3,5510,0.6059074648870983,Christopher B. Muir,0.9590217129944676,male,CFRA Equity Research,"('ED', '2018 q3')",0.0
26126,EIX,2018 q3,5510,0.3748477082149607,Christopher B. Muir,0.8888718763681903,male,CFRA Equity Research,"('EIX', '2018 q3')",0.0
26127,ES,2018 q3,5510,0.6618052159492174,Christopher B. Muir,0.858669854461953,male,CFRA Equity Research,"('ES', '2018 q3')",0.0
26128,ETR,2018 q3,5510,0.6916051518889613,Christopher B. Muir,1.0,male,CFRA Equity Research,"('ETR', '2018 q3')",0.0
26129,EVRG,2018 q3,5510,0.5653853561094794,Christopher B. Muir,0.8768132328168968,male,CFRA Equity Research,"('EVRG', '2018 q3')",0.0
26130,EXC,2018 q3,5510,0.7562243271371214,Christopher B. Muir,0.8759416426114103,male,CFRA Equity Research,"('EXC', '2018 q3')",0.0
26131,FE,2018 q3,5510,0.7018167086770348,Christopher B. Muir,0.9258886095769432,male,CFRA Equity Research,"('FE', '2018 q3')",0.0
26132,LNT,2018 q3,5510,0.5717793628850578,Christopher B. Muir,0.8382386588025961,male,CFRA Equity Research,"('LNT', '2018 q3')",0.0
26133,NEE,2018 q3,5510,0.7403849716240513,Christopher B. Muir,0.9173880588743644,male,CFRA Equity Research,"('NEE', '2018 q3')",0.0
26134,NI,2018 q3,5510,0.5766605071925648,Christopher B. Muir,0.9770452161395442,male,CFRA Equity Research,"('NI', '2018 q3')",0.0
26135,PEG,2018 q3,5510,0.7992803752564778,Christopher B. Muir,0.9591975984081532,male,CFRA Equity Research,"('PEG', '2018 q3')",0.0
26136,PNW,2018 q3,5510,0.7465525551194991,Christopher B. Muir,0.9791851082764236,male,CFRA Equity Research,"('PNW', '2018 q3')",0.0
26137,PPL,2018 q3,5510,0.7010891735638569,Christopher B. Muir,0.8983703477766497,male,CFRA Equity Research,"('PPL', '2018 q3')",0.0
26138,WEC,2018 q3,5510,0.6922622759280708,Christopher B. Muir,0.9610494438963328,male,CFRA Equity Research,"('WEC', '2018 q3')",0.0
26139,XEL,2018 q3,5510,0.6790824994240576,Christopher B. Muir,0.895381246052332,male,CFRA Equity Research,"('XEL', '2018 q3')",0.0
26140,AEE,2018 q3,5510,0.4608648658794606,Neil Kalton,0.1434033316519808,male,"Wells Fargo Securities, LLC","('AEE', '2018 q3')",0.0
26141,AEP,2018 q3,5510,0.6800861696725569,Neil Kalton,0.2670528190241031,male,"Wells Fargo Securities, LLC","('AEP', '2018 q3')",0.04266390949487686
26142,CMS,2018 q3,5510,0.5521367602015351,Neil Kalton,0.1621349410124069,male,"Wells Fargo Securities, LLC","('CMS', '2018 q3')",0.029310673475265503
26143,CNP,2018 q3,5510,0.539567403985131,Neil Kalton,0.2613215642164034,male,"Wells Fargo Securities, LLC","('CNP', '2018 q3')",0.0
26144,EIX,2018 q3,5510,0.3748477082149607,Neil Kalton,0.1524053497171285,male,"Wells Fargo Securities, LLC","('EIX', '2018 q3')",0.0
26145,EVRG,2018 q3,5510,0.5653853561094794,Neil Kalton,0.2593920609493618,male,"Wells Fargo Securities, LLC","('EVRG', '2018 q3')",0.0
26146,LNT,2018 q3,5510,0.5717793628850578,Neil Kalton,0.2038509674805234,male,"Wells Fargo Securities, LLC","('LNT', '2018 q3')",0.0
26147,PNW,2018 q3,5510,0.7465525551194991,Neil Kalton,0.3663344060069536,male,"Wells Fargo Securities, LLC","('PNW', '2018 q3')",0.0
26148,PPL,2018 q3,5510,0.7010891735638569,Neil Kalton,0.3766481419251835,male,"Wells Fargo Securities, LLC","('PPL', '2018 q3')",0.03957179933786392
26149,WEC,2018 q3,5510,0.6922622759280708,Neil Kalton,0.278226226024433,male,"Wells Fargo Securities, LLC","('WEC', '2018 q3')",0.0
26150,AEE,2018 q3,5510,0.4608648658794606,Mr. Stephen C. Byrd,0.1816766494896917,male,Morgan Stanley,"('AEE', '2018 q3')",0.038984786719083786
26151,AEP,2018 q3,5510,0.6800861696725569,Mr. Stephen C. Byrd,0.6802482793332776,male,Morgan Stanley,"('AEP', '2018 q3')",0.0
26152,NEE,2018 q3,5510,0.7403849716240513,Mr. Stephen C. Byrd,0.3526967589372753,male,Morgan Stanley,"('NEE', '2018 q3')",0.0
26153,SRE,2018 q3,5510,0.0941853073216654,Mr. Stephen C. Byrd,0.0941853073216656,male,Morgan Stanley,"('SRE', '2018 q3')",0.0
26154,AEE,2018 q3,5510,0.4608648658794606,Greg Gordon,0.1805953322054488,male,EVERCORE ISI,"('AEE', '2018 q3')",0.0
26155,AEP,2018 q3,5510,0.6800861696725569,Greg Gordon,0.2677819280455246,male,EVERCORE ISI,"('AEP', '2018 q3')",0.0
26156,CMS,2018 q3,5510,0.5521367602015351,Greg Gordon,0.2138314483624289,male,EVERCORE ISI,"('CMS', '2018 q3')",0.0
26157,CNP,2018 q3,5510,0.539567403985131,Greg Gordon,0.2301514458826693,male,EVERCORE ISI,"('CNP', '2018 q3')",0.0
26158,D,2018 q3,5510,0.5113982951906715,Greg Gordon,0.2004390399990331,male,EVERCORE ISI,"('D', '2018 q3')",0.0
26159,DTE,2018 q3,5510,0.7003724089966139,Greg Gordon,0.2889658192994299,male,EVERCORE ISI,"('DTE', '2018 q3')",0.0
26160,DUK,2018 q3,5510,0.8367676220676117,Greg Gordon,0.5830286587712095,male,EVERCORE ISI,"('DUK', '2018 q3')",0.0
26161,ED,2018 q3,5510,0.6059074648870983,Greg Gordon,0.2763803129332252,male,EVERCORE ISI,"('ED', '2018 q3')",0.0
26162,ES,2018 q3,5510,0.6618052159492174,Greg Gordon,0.2066243390612103,male,EVERCORE ISI,"('ES', '2018 q3')",0.0
26163,ETR,2018 q3,5510,0.6916051518889613,Greg Gordon,0.3908619725719511,male,EVERCORE ISI,"('ETR', '2018 q3')",0.0
26164,EVRG,2018 q3,5510,0.5653853561094794,Greg Gordon,0.2860510354721133,male,EVERCORE ISI,"('EVRG', '2018 q3')",0.0
26165,EXC,2018 q3,5510,0.7562243271371214,Greg Gordon,0.3666246238359922,male,EVERCORE ISI,"('EXC', '2018 q3')",0.0
26166,FE,2018 q3,5510,0.7018167086770348,Greg Gordon,0.345535703029461,male,EVERCORE ISI,"('FE', '2018 q3')",0.0
26167,NEE,2018 q3,5510,0.7403849716240513,Greg Gordon,0.3369879464957378,male,EVERCORE ISI,"('NEE', '2018 q3')",0.0
26168,NI,2018 q3,5510,0.5766605071925648,Greg Gordon,0.228936602071919,male,EVERCORE ISI,"('NI', '2018 q3')",0.0
26169,PEG,2018 q3,5510,0.7992803752564778,Greg Gordon,0.4049738405117365,male,EVERCORE ISI,"('PEG', '2018 q3')",0.0
26170,PNW,2018 q3,5510,0.7465525551194991,Greg Gordon,0.4250495121767744,male,EVERCORE ISI,"('PNW', '2018 q3')",0.0
26171,PPL,2018 q3,5510,0.7010891735638569,Greg Gordon,0.3396769072730934,male,EVERCORE ISI,"('PPL', '2018 q3')",0.0
26172,WEC,2018 q3,5510,0.6922622759280708,Greg Gordon,0.2194037512467635,male,EVERCORE ISI,"('WEC', '2018 q3')",0.0
26173,XEL,2018 q3,5510,0.6790824994240576,Greg Gordon,0.3325707889153035,male,EVERCORE ISI,"('XEL', '2018 q3')",0.0
26174,AEP,2018 q3,5510,0.6800861696725569,"Mr. Shahriar Pourreza, CFA",0.3685422194579352,male,Guggenheim Securities LLC,"('AEP', '2018 q3')",0.0
26175,CMS,2018 q3,5510,0.5521367602015351,"Mr. Shahriar Pourreza, CFA",0.4151252718936368,male,Guggenheim Securities LLC,"('CMS', '2018 q3')",0.0
26176,D,2018 q3,5510,0.5113982951906715,"Mr. Shahriar Pourreza, CFA",0.3005248433730244,male,Guggenheim Securities LLC,"('D', '2018 q3')",0.0
26177,DTE,2018 q3,5510,0.7003724089966139,"Mr. Shahriar Pourreza, CFA",0.5436001364201066,male,Guggenheim Securities LLC,"('DTE', '2018 q3')",0.0
26178,ES,2018 q3,5510,0.6618052159492174,"Mr. Shahriar Pourreza, CFA",0.4956749501775815,male,Guggenheim Securities LLC,"('ES', '2018 q3')",0.0
26179,EVRG,2018 q3,5510,0.5653853561094794,"Mr. Shahriar Pourreza, CFA",0.5272369313983363,male,Guggenheim Securities LLC,"('EVRG', '2018 q3')",0.0
26180,LNT,2018 q3,5510,0.5717793628850578,"Mr. Shahriar Pourreza, CFA",0.3149186386489558,male,Guggenheim Securities LLC,"('LNT', '2018 q3')",0.0
26181,NEE,2018 q3,5510,0.7403849716240513,"Mr. Shahriar Pourreza, CFA",0.5418358519107924,male,Guggenheim Securities LLC,"('NEE', '2018 q3')",0.0
26182,NRG,2018 q3,5510,0.8003156228074118,"Mr. Shahriar Pourreza, CFA",0.6092814596513116,male,Guggenheim Securities LLC,"('NRG', '2018 q3')",0.011239446699619293
26183,AEP,2018 q3,5510,0.6800861696725569,SADIF Research,0.961506118306506,Not a person,Sadif Analytics Prime,"('AEP', '2018 q3')",0.8889351785182953
26184,CNP,2018 q3,5510,0.539567403985131,SADIF Research,0.991212610518912,Not a person,Sadif Analytics Prime,"('CNP', '2018 q3')",0.9693068265914917
26185,DUK,2018 q3,5510,0.8367676220676117,SADIF Research,0.9198583562972934,Not a person,Sadif Analytics Prime,"('DUK', '2018 q3')",0.9368634819984436
26186,EXC,2018 q3,5510,0.7562243271371214,SADIF Research,0.9609642203399013,Not a person,Sadif Analytics Prime,"('EXC', '2018 q3')",0.9798597097396851
26187,NEE,2018 q3,5510,0.7403849716240513,SADIF Research,0.9962923899203614,Not a person,Sadif Analytics Prime,"('NEE', '2018 q3')",0.974395751953125
26188,PEG,2018 q3,5510,0.7992803752564778,SADIF Research,0.9884405498213092,Not a person,Sadif Analytics Prime,"('PEG', '2018 q3')",0.970998227596283
26189,PNW,2018 q3,5510,0.7465525551194991,SADIF Research,0.987456349583032,Not a person,Sadif Analytics Prime,"('PNW', '2018 q3')",0.8789377808570862
26190,WEC,2018 q3,5510,0.6922622759280708,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WEC', '2018 q3')",0.9784648418426514
26191,AES,2018 q3,5510,0.985140223713296,Paige Marcus,0.9889969208709544,female,CFRA Equity Research,"('AES', '2018 q3')",0.0
26192,ATO,2018 q3,5510,0.8972063595939658,Paige Marcus,0.961864873690544,female,CFRA Equity Research,"('ATO', '2018 q3')",0.0
26193,NRG,2018 q3,5510,0.8003156228074118,Paige Marcus,0.9194263587403936,female,CFRA Equity Research,"('NRG', '2018 q3')",0.0
26194,AES,2018 q3,5510,0.985140223713296,"Charles J. Fishman, CFA, CFA",0.985749148276028,male,"Morningstar, Inc.","('AES', '2018 q3')",0.0
26195,ATO,2018 q3,5510,0.8972063595939658,"Charles J. Fishman, CFA",0.8661955930808505,male,"Morningstar, Inc.","('ATO', '2018 q3')",0.0
26196,D,2018 q3,5510,0.5113982951906715,"Charles J. Fishman, CFA",0.6361921650547742,male,"Morningstar, Inc.","('D', '2018 q3')",0.0
26197,DTE,2018 q3,5510,0.7003724089966139,"Charles J. Fishman, CFA",0.9541873467483076,male,"Morningstar, Inc.","('DTE', '2018 q3')",0.0
26198,ED,2018 q3,5510,0.6059074648870983,"Charles J. Fishman, CFA",0.8210262335955602,male,"Morningstar, Inc.","('ED', '2018 q3')",0.0
26199,EVRG,2018 q3,5510,0.5653853561094794,"Charles J. Fishman, CFA",0.767777701739309,male,"Morningstar, Inc.","('EVRG', '2018 q3')",0.0
26200,FE,2018 q3,5510,0.7018167086770348,"Charles J. Fishman, CFA",0.8556049424048995,male,"Morningstar, Inc.","('FE', '2018 q3')",0.0
26201,NI,2018 q3,5510,0.5766605071925648,"Charles J. Fishman, CFA",0.8759527709888656,male,"Morningstar, Inc.","('NI', '2018 q3')",0.0
26202,PNW,2018 q3,5510,0.7465525551194991,"Charles J. Fishman, CFA",0.7756461137311189,male,"Morningstar, Inc.","('PNW', '2018 q3')",0.0
26203,ATO,2018 q3,5510,0.8972063595939658,Dennis Coleman,0.8245202794000077,male,BofA Global Research,"('ATO', '2018 q3')",0.0
26204,CMS,2018 q3,5510,0.5521367602015351,Mr. Michael Weinstein,0.2489509750528144,male,Credit Suisse,"('CMS', '2018 q3')",0.0
26205,D,2018 q3,5510,0.5113982951906715,Mr. Michael Weinstein,0.2161972596673307,male,Credit Suisse,"('D', '2018 q3')",0.0
26206,ED,2018 q3,5510,0.6059074648870983,Mr. Michael Weinstein,0.2572145889373621,male,Credit Suisse,"('ED', '2018 q3')",0.0
26207,ES,2018 q3,5510,0.6618052159492174,Mr. Michael Weinstein,0.2735213276703271,male,Credit Suisse,"('ES', '2018 q3')",0.0
26208,EXC,2018 q3,5510,0.7562243271371214,Mr. Michael Weinstein,0.394425122666708,male,Credit Suisse,"('EXC', '2018 q3')",0.0
26209,NI,2018 q3,5510,0.5766605071925648,Mr. Michael Weinstein,0.2523015156962171,male,Credit Suisse,"('NI', '2018 q3')",0.0
26210,WEC,2018 q3,5510,0.6922622759280708,Mr. Michael Weinstein,0.2948424268972462,male,Credit Suisse,"('WEC', '2018 q3')",0.0
26211,CMS,2018 q3,5510,0.5521367602015351,Mr. Travis Miller,0.7232572676193206,male,"Morningstar, Inc.","('CMS', '2018 q3')",0.0
26212,ES,2018 q3,5510,0.6618052159492174,Mr. Travis Miller,0.8481669416672584,male,"Morningstar, Inc.","('ES', '2018 q3')",0.0
26213,NRG,2018 q3,5510,0.8003156228074118,Mr. Travis Miller,0.8382543205518136,male,"Morningstar, Inc.","('NRG', '2018 q3')",0.0
26214,PEG,2018 q3,5510,0.7992803752564778,Mr. Travis Miller,0.8848933062256248,male,"Morningstar, Inc.","('PEG', '2018 q3')",0.0
26215,XEL,2018 q3,5510,0.6790824994240576,Mr. Travis Miller,0.7682683553109771,male,"Morningstar, Inc.","('XEL', '2018 q3')",0.0
26216,CMS,2018 q3,5510,0.5521367602015351,"Eric Beaumont, CFA, CFA",0.1318071204042077,male,Barclays,"('CMS', '2018 q3')",0.0
26217,DTE,2018 q3,5510,0.7003724089966139,"Eric Beaumont, CFA, CFA",0.3306424649367083,male,Barclays,"('DTE', '2018 q3')",0.0
26218,ED,2018 q3,5510,0.6059074648870983,"Eric Beaumont, CFA, CFA",0.6835526213804378,male,Barclays,"('ED', '2018 q3')",0.0
26219,D,2018 q3,5510,0.5113982951906715,"Mr. TJ J. Schultz, CFA",0.3000012874060846,male,RBC Capital Markets,"('D', '2018 q3')",0.0
26220,DTE,2018 q3,5510,0.7003724089966139,Mr. Jonathan P. Arnold,0.9227365371141554,male,Deutsche Bank,"('DTE', '2018 q3')",0.0
26221,DUK,2018 q3,5510,0.8367676220676117,Mr. Jonathan P. Arnold,0.8582555690768907,male,Deutsche Bank,"('DUK', '2018 q3')",0.0
26222,ETR,2018 q3,5510,0.6916051518889613,Mr. Jonathan P. Arnold,0.8588309796409419,male,Deutsche Bank,"('ETR', '2018 q3')",0.0
26223,EXC,2018 q3,5510,0.7562243271371214,Mr. Jonathan P. Arnold,0.8440265561594018,male,Deutsche Bank,"('EXC', '2018 q3')",0.0
26224,FE,2018 q3,5510,0.7018167086770348,Mr. Jonathan P. Arnold,0.81667212607722,male,Deutsche Bank,"('FE', '2018 q3')",0.0
26225,NEE,2018 q3,5510,0.7403849716240513,Mr. Jonathan P. Arnold,0.8158774269242678,male,Deutsche Bank,"('NEE', '2018 q3')",0.0
26226,PEG,2018 q3,5510,0.7992803752564778,Mr. Jonathan P. Arnold,0.780410792627699,male,Deutsche Bank,"('PEG', '2018 q3')",0.0
26227,PPL,2018 q3,5510,0.7010891735638569,Mr. Jonathan P. Arnold,0.8835040495485031,male,Deutsche Bank,"('PPL', '2018 q3')",0.0
26228,WEC,2018 q3,5510,0.6922622759280708,Mr. Jonathan P. Arnold,0.9407534208715204,male,Deutsche Bank,"('WEC', '2018 q3')",0.0
26229,XEL,2018 q3,5510,0.6790824994240576,Mr. Jonathan P. Arnold,0.9285072628021334,male,Deutsche Bank,"('XEL', '2018 q3')",0.0
26230,DUK,2018 q3,5510,0.8367676220676117,"Mr. Shelby Tucker, CFA",0.5886720521766762,male,RBC Capital Markets,"('DUK', '2018 q3')",0.0661771297454834
26231,EXC,2018 q3,5510,0.7562243271371214,"Mr. Shelby Tucker, CFA",0.5597059992496088,male,RBC Capital Markets,"('EXC', '2018 q3')",0.03333333507180214
26232,PEG,2018 q3,5510,0.7992803752564778,"Mr. Shelby Tucker, CFA",0.4939554587110683,male,RBC Capital Markets,"('PEG', '2018 q3')",0.02321975864470005
26233,XEL,2018 q3,5510,0.6790824994240576,"Mr. Shelby Tucker, CFA",0.676209298892517,male,RBC Capital Markets,"('XEL', '2018 q3')",0.015839917585253716
26234,ES,2018 q3,5510,0.6618052159492174,"Caroline V. Bone, CFA",0.8996034492872031,female,Deutsche Bank,"('ES', '2018 q3')",0.0
26235,ES,2018 q3,5510,0.6618052159492174,Mr. Michael Gaugler,0.6245900985008109,male,Janney Montgomery Scott LLC,"('ES', '2018 q3')",0.0
26236,EXC,2018 q3,5510,0.7562243271371214,"Mr. Meny Grauman, CFA",0.6883342515937839,male,Cormark Securities Inc.,"('EXC', '2018 q3')",0.0
26237,NRG,2018 q3,5510,0.8003156228074118,Mr. Abe Azar,0.9489030049977364,male,Deutsche Bank,"('NRG', '2018 q3')",0.0
26238,AEE,2018 q4,5510,0.850575829757329,Ali Agha,0.557480275694687,male,SunTrust Robinson Humphrey Capital Markets,"('AEE', '2018 q4')",0.0
26239,AEP,2018 q4,5510,0.6785800349770343,Ali Agha,0.2104917364507918,male,SunTrust Robinson Humphrey Capital Markets,"('AEP', '2018 q4')",0.0
26240,AES,2018 q4,5510,0.6297008457686394,Ali Agha,0.3679349825547335,male,SunTrust Robinson Humphrey Capital Markets,"('AES', '2018 q4')",0.0
26241,CNP,2018 q4,5510,0.7344829637990271,Ali Agha,0.5231294833467726,male,SunTrust Robinson Humphrey Capital Markets,"('CNP', '2018 q4')",0.0
26242,DUK,2018 q4,5510,0.678630974726464,Ali Agha,0.2956883672813946,male,SunTrust Robinson Humphrey Capital Markets,"('DUK', '2018 q4')",0.0
26243,EIX,2018 q4,5510,0.6457499524899295,Ali Agha,0.2116181010834756,male,SunTrust Robinson Humphrey Capital Markets,"('EIX', '2018 q4')",0.0036979643628001213
26244,EXC,2018 q4,5510,0.6137076197350597,Ali Agha,0.2447390518572504,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2018 q4')",0.0
26245,NRG,2018 q4,5510,0.7249257941834479,Ali Agha,0.4259919904975894,male,SunTrust Robinson Humphrey Capital Markets,"('NRG', '2018 q4')",0.0
26246,PNW,2018 q4,5510,0.5276384838223389,Ali Agha,0.1710151151079886,male,SunTrust Robinson Humphrey Capital Markets,"('PNW', '2018 q4')",0.0
26247,XEL,2018 q4,5510,0.4927315996169484,Ali Agha,0.1381218576510591,male,SunTrust Robinson Humphrey Capital Markets,"('XEL', '2018 q4')",0.0
26248,AEE,2018 q4,5510,0.850575829757329,"Eric Beaumont, CFA, CFA",0.8329080357361754,male,Barclays,"('AEE', '2018 q4')",0.0
26249,CNP,2018 q4,5510,0.7344829637990271,"Eric Beaumont, CFA, CFA",0.4267872830103716,male,Barclays,"('CNP', '2018 q4')",0.0
26250,D,2018 q4,5510,0.3804407076267475,"Eric Beaumont, CFA, CFA",0.0983750002325352,male,Barclays,"('D', '2018 q4')",0.0
26251,EIX,2018 q4,5510,0.6457499524899295,"Eric Beaumont, CFA, CFA",0.7293739176522388,male,Barclays,"('EIX', '2018 q4')",0.01783992163836956
26252,ES,2018 q4,5510,0.4798629661829674,"Eric Beaumont, CFA, CFA",0.150233007019095,male,Barclays,"('ES', '2018 q4')",0.0
26253,NEE,2018 q4,5510,0.6882222761197944,"Eric Beaumont, CFA, CFA",0.8535183036982679,male,Barclays,"('NEE', '2018 q4')",0.0
26254,NI,2018 q4,5510,0.7012946317295421,"Eric Beaumont, CFA, CFA",0.6299709095603381,male,Barclays,"('NI', '2018 q4')",0.0
26255,PNW,2018 q4,5510,0.5276384838223389,"Eric Beaumont, CFA, CFA",0.1421681810238017,male,Barclays,"('PNW', '2018 q4')",0.0
26256,AEE,2018 q4,5510,0.850575829757329,Christopher B. Muir,0.8529076551370162,male,CFRA Equity Research,"('AEE', '2018 q4')",0.0
26257,AEP,2018 q4,5510,0.6785800349770343,Christopher B. Muir,0.9344759377763976,male,CFRA Equity Research,"('AEP', '2018 q4')",0.0
26258,CMS,2018 q4,5510,0.8401596560455031,Christopher B. Muir,0.9735117343926372,male,CFRA Equity Research,"('CMS', '2018 q4')",0.0
26259,CNP,2018 q4,5510,0.7344829637990271,Christopher B. Muir,0.812375262914692,male,CFRA Equity Research,"('CNP', '2018 q4')",0.0
26260,D,2018 q4,5510,0.3804407076267475,Christopher B. Muir,0.9373265436074116,male,CFRA Equity Research,"('D', '2018 q4')",0.0
26261,DTE,2018 q4,5510,0.6216696954359683,Christopher B. Muir,0.955119110318948,male,CFRA Equity Research,"('DTE', '2018 q4')",0.0
26262,DUK,2018 q4,5510,0.678630974726464,Christopher B. Muir,0.9477872202203392,male,CFRA Equity Research,"('DUK', '2018 q4')",0.0
26263,ED,2018 q4,5510,0.5846021789635867,Christopher B. Muir,0.9831320616484304,male,CFRA Equity Research,"('ED', '2018 q4')",0.0
26264,EIX,2018 q4,5510,0.6457499524899295,Christopher B. Muir,0.8503627158136291,male,CFRA Equity Research,"('EIX', '2018 q4')",0.0
26265,ES,2018 q4,5510,0.4798629661829674,Christopher B. Muir,0.804422077084714,male,CFRA Equity Research,"('ES', '2018 q4')",0.0
26266,ETR,2018 q4,5510,0.8497604926910818,Christopher B. Muir,0.9377050054807746,male,CFRA Equity Research,"('ETR', '2018 q4')",0.0
26267,EVRG,2018 q4,5510,0.8565610168445499,Christopher B. Muir,0.9893994448394364,male,CFRA Equity Research,"('EVRG', '2018 q4')",0.0
26268,EXC,2018 q4,5510,0.6137076197350597,Christopher B. Muir,0.8783530819298055,male,CFRA Equity Research,"('EXC', '2018 q4')",0.0
26269,FE,2018 q4,5510,0.7057336650729753,Christopher B. Muir,0.9387651329876224,male,CFRA Equity Research,"('FE', '2018 q4')",0.0
26270,LNT,2018 q4,5510,0.6467667023193572,Christopher B. Muir,0.8577310343642298,male,CFRA Equity Research,"('LNT', '2018 q4')",0.0
26271,NEE,2018 q4,5510,0.6882222761197944,Christopher B. Muir,0.9151361522808044,male,CFRA Equity Research,"('NEE', '2018 q4')",0.0
26272,NI,2018 q4,5510,0.7012946317295421,Christopher B. Muir,0.9593080610214691,male,CFRA Equity Research,"('NI', '2018 q4')",0.0
26273,PEG,2018 q4,5510,0.7857383484057174,Christopher B. Muir,0.9522703427056234,male,CFRA Equity Research,"('PEG', '2018 q4')",0.0
26274,PNW,2018 q4,5510,0.5276384838223389,Christopher B. Muir,0.9581716536249152,male,CFRA Equity Research,"('PNW', '2018 q4')",0.0
26275,PPL,2018 q4,5510,0.7806763355441182,Christopher B. Muir,0.8913942850469844,male,CFRA Equity Research,"('PPL', '2018 q4')",0.0
26276,WEC,2018 q4,5510,0.9851625633164226,Christopher B. Muir,1.0,male,CFRA Equity Research,"('WEC', '2018 q4')",0.0
26277,XEL,2018 q4,5510,0.4927315996169484,Christopher B. Muir,0.9156902617808892,male,CFRA Equity Research,"('XEL', '2018 q4')",0.0
26278,AEE,2018 q4,5510,0.850575829757329,"Mr. Andrew Bischof, CFA",0.8774978331692821,male,"Morningstar, Inc.","('AEE', '2018 q4')",0.0
26279,AEP,2018 q4,5510,0.6785800349770343,"Mr. Andrew Bischof, CFA",0.8489915743734758,male,"Morningstar, Inc.","('AEP', '2018 q4')",0.0
26280,DUK,2018 q4,5510,0.678630974726464,"Mr. Andrew Bischof, CFA",0.7887441793440387,male,"Morningstar, Inc.","('DUK', '2018 q4')",0.0
26281,EXC,2018 q4,5510,0.6137076197350597,"Mr. Andrew Bischof, CFA",0.7207567513771475,male,"Morningstar, Inc.","('EXC', '2018 q4')",0.0
26282,LNT,2018 q4,5510,0.6467667023193572,"Mr. Andrew Bischof, CFA",0.8042457520953973,male,"Morningstar, Inc.","('LNT', '2018 q4')",0.0
26283,NEE,2018 q4,5510,0.6882222761197944,"Mr. Andrew Bischof, CFA",0.7323330080511197,male,"Morningstar, Inc.","('NEE', '2018 q4')",0.0
26284,PPL,2018 q4,5510,0.7806763355441182,"Mr. Andrew Bischof, CFA",0.9459961309239184,male,"Morningstar, Inc.","('PPL', '2018 q4')",0.0
26285,WEC,2018 q4,5510,0.9851625633164226,"Mr. Andrew Bischof, CFA",0.9619538809122636,male,"Morningstar, Inc.","('WEC', '2018 q4')",0.0
26286,AEE,2018 q4,5510,0.850575829757329,SADIF Research,0.9612478735165731,Not a person,Sadif Analytics Prime,"('AEE', '2018 q4')",0.949930727481842
26287,AEP,2018 q4,5510,0.6785800349770343,SADIF Research,0.972202855090865,Not a person,Sadif Analytics Prime,"('AEP', '2018 q4')",0.8893862366676331
26288,ATO,2018 q4,5510,0.8708956998774346,SADIF Research,0.9607157050142788,Not a person,Sadif Analytics Prime,"('ATO', '2018 q4')",0.9177240133285522
26289,CMS,2018 q4,5510,0.8401596560455031,SADIF Research,0.9731450113894008,Not a person,Sadif Analytics Prime,"('CMS', '2018 q4')",0.9477905631065369
26290,EIX,2018 q4,5510,0.6457499524899295,SADIF Research,0.9966130771500302,Not a person,Sadif Analytics Prime,"('EIX', '2018 q4')",0.9698351621627808
26291,EVRG,2018 q4,5510,0.8565610168445499,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('EVRG', '2018 q4')",0.9708713889122009
26292,NEE,2018 q4,5510,0.6882222761197944,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('NEE', '2018 q4')",0.9740716814994812
26293,PEG,2018 q4,5510,0.7857383484057174,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PEG', '2018 q4')",0.9739696979522705
26294,PNW,2018 q4,5510,0.5276384838223389,SADIF Research,0.989142583287924,Not a person,Sadif Analytics Prime,"('PNW', '2018 q4')",0.878817081451416
26295,WEC,2018 q4,5510,0.9851625633164226,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WEC', '2018 q4')",0.9782260358333588
26296,AEE,2018 q4,5510,0.850575829757329,Mr. Julien P. Dumoulin-Smith,0.6102906116205814,male,BofA Global Research,"('AEE', '2018 q4')",0.0
26297,AEP,2018 q4,5510,0.6785800349770343,Mr. Julien P. Dumoulin-Smith,0.28218899772643,male,BofA Global Research,"('AEP', '2018 q4')",0.0
26298,AES,2018 q4,5510,0.6297008457686394,Mr. Julien P. Dumoulin-Smith,0.3204545045921271,male,BofA Global Research,"('AES', '2018 q4')",0.0
26299,CMS,2018 q4,5510,0.8401596560455031,Mr. Julien P. Dumoulin-Smith,0.53201782516097,male,BofA Global Research,"('CMS', '2018 q4')",0.0
26300,CNP,2018 q4,5510,0.7344829637990271,Mr. Julien P. Dumoulin-Smith,0.5190989857836538,male,BofA Global Research,"('CNP', '2018 q4')",0.03333333507180214
26301,D,2018 q4,5510,0.3804407076267475,Mr. Julien P. Dumoulin-Smith,0.1135161708373154,male,BofA Global Research,"('D', '2018 q4')",0.0
26302,DTE,2018 q4,5510,0.6216696954359683,Mr. Julien P. Dumoulin-Smith,0.3467395162405274,male,BofA Global Research,"('DTE', '2018 q4')",0.011111111690600714
26303,DUK,2018 q4,5510,0.678630974726464,Mr. Julien P. Dumoulin-Smith,0.2572451083930557,male,BofA Global Research,"('DUK', '2018 q4')",0.0
26304,ED,2018 q4,5510,0.5846021789635867,Mr. Julien P. Dumoulin-Smith,0.2944882545169872,male,BofA Global Research,"('ED', '2018 q4')",0.0
26305,EIX,2018 q4,5510,0.6457499524899295,Mr. Julien P. Dumoulin-Smith,0.1907530889774087,male,BofA Global Research,"('EIX', '2018 q4')",0.011111111690600714
26306,ES,2018 q4,5510,0.4798629661829674,Mr. Julien P. Dumoulin-Smith,0.1610403717176292,male,BofA Global Research,"('ES', '2018 q4')",0.0
26307,ETR,2018 q4,5510,0.8497604926910818,Mr. Julien P. Dumoulin-Smith,0.6583765954161166,male,BofA Global Research,"('ETR', '2018 q4')",0.0
26308,EVRG,2018 q4,5510,0.8565610168445499,Mr. Julien P. Dumoulin-Smith,0.6784114185265231,male,BofA Global Research,"('EVRG', '2018 q4')",0.0
26309,EXC,2018 q4,5510,0.6137076197350597,Mr. Julien P. Dumoulin-Smith,0.2364816439773102,male,BofA Global Research,"('EXC', '2018 q4')",0.0
26310,FE,2018 q4,5510,0.7057336650729753,Mr. Julien P. Dumoulin-Smith,0.3354891488405963,male,BofA Global Research,"('FE', '2018 q4')",0.0
26311,LNT,2018 q4,5510,0.6467667023193572,Mr. Julien P. Dumoulin-Smith,0.5144215602948304,male,BofA Global Research,"('LNT', '2018 q4')",0.0
26312,NEE,2018 q4,5510,0.6882222761197944,Mr. Julien P. Dumoulin-Smith,0.314778898718479,male,BofA Global Research,"('NEE', '2018 q4')",0.0
26313,NI,2018 q4,5510,0.7012946317295421,Mr. Julien P. Dumoulin-Smith,0.3883928237740316,male,BofA Global Research,"('NI', '2018 q4')",0.01666666753590107
26314,NRG,2018 q4,5510,0.7249257941834479,Mr. Julien P. Dumoulin-Smith,0.6536413187147929,male,BofA Global Research,"('NRG', '2018 q4')",0.03333333507180214
26315,PEG,2018 q4,5510,0.7857383484057174,Mr. Julien P. Dumoulin-Smith,0.4245843437872135,male,BofA Global Research,"('PEG', '2018 q4')",0.0
26316,PNW,2018 q4,5510,0.5276384838223389,Mr. Julien P. Dumoulin-Smith,0.1716665610231116,male,BofA Global Research,"('PNW', '2018 q4')",0.0
26317,PPL,2018 q4,5510,0.7806763355441182,Mr. Julien P. Dumoulin-Smith,0.5703355898149554,male,BofA Global Research,"('PPL', '2018 q4')",0.015163849107921124
26318,SRE,2018 q4,5510,0.0307310570454707,Mr. Julien P. Dumoulin-Smith,0.0307310570454706,male,BofA Global Research,"('SRE', '2018 q4')",0.0
26319,WEC,2018 q4,5510,0.9851625633164226,Mr. Julien P. Dumoulin-Smith,0.9619538809122636,male,BofA Global Research,"('WEC', '2018 q4')",0.0
26320,XEL,2018 q4,5510,0.4927315996169484,Mr. Julien P. Dumoulin-Smith,0.2010782776701583,male,BofA Global Research,"('XEL', '2018 q4')",0.016343461349606514
26321,AEE,2018 q4,5510,0.850575829757329,Greg Gordon,0.7300222110293256,male,EVERCORE ISI,"('AEE', '2018 q4')",0.03333333507180214
26322,AEP,2018 q4,5510,0.6785800349770343,Greg Gordon,0.2652376164146464,male,EVERCORE ISI,"('AEP', '2018 q4')",0.0
26323,AES,2018 q4,5510,0.6297008457686394,Greg Gordon,0.2965494311157167,male,EVERCORE ISI,"('AES', '2018 q4')",0.0
26324,CNP,2018 q4,5510,0.7344829637990271,Greg Gordon,0.5190989857836537,male,EVERCORE ISI,"('CNP', '2018 q4')",0.03333333507180214
26325,D,2018 q4,5510,0.3804407076267475,Greg Gordon,0.1085577608986978,male,EVERCORE ISI,"('D', '2018 q4')",0.0
26326,DTE,2018 q4,5510,0.6216696954359683,Greg Gordon,0.2726391813756889,male,EVERCORE ISI,"('DTE', '2018 q4')",0.0
26327,DUK,2018 q4,5510,0.678630974726464,Greg Gordon,0.7240545472713413,male,EVERCORE ISI,"('DUK', '2018 q4')",0.03333333507180214
26328,ED,2018 q4,5510,0.5846021789635867,Greg Gordon,0.2532479290734643,male,EVERCORE ISI,"('ED', '2018 q4')",0.0
26329,EIX,2018 q4,5510,0.6457499524899295,Greg Gordon,0.2338234688503873,male,EVERCORE ISI,"('EIX', '2018 q4')",0.010559218004345894
26330,ES,2018 q4,5510,0.4798629661829674,Greg Gordon,0.1608207891374193,male,EVERCORE ISI,"('ES', '2018 q4')",0.0
26331,ETR,2018 q4,5510,0.8497604926910818,Greg Gordon,0.7332390233128421,male,EVERCORE ISI,"('ETR', '2018 q4')",0.03333333507180214
26332,EXC,2018 q4,5510,0.6137076197350597,Greg Gordon,0.6134223507026639,male,EVERCORE ISI,"('EXC', '2018 q4')",0.03333333507180214
26333,FE,2018 q4,5510,0.7057336650729753,Greg Gordon,0.3311230390815683,male,EVERCORE ISI,"('FE', '2018 q4')",0.01666666753590107
26334,NI,2018 q4,5510,0.7012946317295421,Greg Gordon,0.4256732624277861,male,EVERCORE ISI,"('NI', '2018 q4')",0.016833189874887466
26335,NRG,2018 q4,5510,0.7249257941834479,Greg Gordon,0.3515525233226022,male,EVERCORE ISI,"('NRG', '2018 q4')",0.01666666753590107
26336,PEG,2018 q4,5510,0.7857383484057174,Greg Gordon,0.3921329772661212,male,EVERCORE ISI,"('PEG', '2018 q4')",0.01666666753590107
26337,PNW,2018 q4,5510,0.5276384838223389,Greg Gordon,0.1551409990843386,male,EVERCORE ISI,"('PNW', '2018 q4')",0.0
26338,PPL,2018 q4,5510,0.7806763355441182,Greg Gordon,0.5181542565311202,male,EVERCORE ISI,"('PPL', '2018 q4')",0.01666666753590107
26339,XEL,2018 q4,5510,0.4927315996169484,Greg Gordon,0.2209719465911066,male,EVERCORE ISI,"('XEL', '2018 q4')",0.0
26340,AEP,2018 q4,5510,0.6785800349770343,"Mr. Shahriar Pourreza, CFA",0.2863593235443465,male,Guggenheim Securities LLC,"('AEP', '2018 q4')",0.0
26341,D,2018 q4,5510,0.3804407076267475,"Mr. Shahriar Pourreza, CFA",0.2054199503750762,male,Guggenheim Securities LLC,"('D', '2018 q4')",0.0049109918375809984
26342,DTE,2018 q4,5510,0.6216696954359683,"Mr. Shahriar Pourreza, CFA",0.6156933288744562,male,Guggenheim Securities LLC,"('DTE', '2018 q4')",0.0
26343,DUK,2018 q4,5510,0.678630974726464,"Mr. Shahriar Pourreza, CFA",0.3174126738168775,male,Guggenheim Securities LLC,"('DUK', '2018 q4')",0.0
26344,ETR,2018 q4,5510,0.8497604926910818,"Mr. Shahriar Pourreza, CFA",0.6322789833310473,male,Guggenheim Securities LLC,"('ETR', '2018 q4')",0.0
26345,FE,2018 q4,5510,0.7057336650729753,"Mr. Shahriar Pourreza, CFA",0.4795895689401772,male,Guggenheim Securities LLC,"('FE', '2018 q4')",0.0
26346,NEE,2018 q4,5510,0.6882222761197944,"Mr. Shahriar Pourreza, CFA",0.2973204958266691,male,Guggenheim Securities LLC,"('NEE', '2018 q4')",0.0
26347,NI,2018 q4,5510,0.7012946317295421,"Mr. Shahriar Pourreza, CFA",0.3471129689534536,male,Guggenheim Securities LLC,"('NI', '2018 q4')",0.0
26348,NRG,2018 q4,5510,0.7249257941834479,"Mr. Shahriar Pourreza, CFA",0.3991474507991999,male,Guggenheim Securities LLC,"('NRG', '2018 q4')",0.012574990279972553
26349,AEP,2018 q4,5510,0.6785800349770343,Mr. Stephen C. Byrd,0.7763764338873362,male,Morgan Stanley,"('AEP', '2018 q4')",0.0
26350,EXC,2018 q4,5510,0.6137076197350597,Mr. Stephen C. Byrd,0.3229454723447272,male,Morgan Stanley,"('EXC', '2018 q4')",0.0
26351,AEP,2018 q4,5510,0.6785800349770343,Neil Kalton,0.277854707341671,male,"Wells Fargo Securities, LLC","('AEP', '2018 q4')",0.011911952868103981
26352,CNP,2018 q4,5510,0.7344829637990271,Neil Kalton,0.5284514916510797,male,"Wells Fargo Securities, LLC","('CNP', '2018 q4')",0.0
26353,D,2018 q4,5510,0.3804407076267475,Neil Kalton,0.1306140063976311,male,"Wells Fargo Securities, LLC","('D', '2018 q4')",0.028113054111599922
26354,DTE,2018 q4,5510,0.6216696954359683,Neil Kalton,0.265755984434787,male,"Wells Fargo Securities, LLC","('DTE', '2018 q4')",0.014639869332313538
26355,DUK,2018 q4,5510,0.678630974726464,Neil Kalton,0.3079210270552267,male,"Wells Fargo Securities, LLC","('DUK', '2018 q4')",0.0
26356,ED,2018 q4,5510,0.5846021789635867,Neil Kalton,0.2482724976001585,male,"Wells Fargo Securities, LLC","('ED', '2018 q4')",0.0
26357,EIX,2018 q4,5510,0.6457499524899295,Neil Kalton,0.2335794968484641,male,"Wells Fargo Securities, LLC","('EIX', '2018 q4')",0.0
26358,EVRG,2018 q4,5510,0.8565610168445499,Neil Kalton,0.6020635128950892,male,"Wells Fargo Securities, LLC","('EVRG', '2018 q4')",0.0
26359,EXC,2018 q4,5510,0.6137076197350597,Neil Kalton,0.2214836392825235,male,"Wells Fargo Securities, LLC","('EXC', '2018 q4')",0.0
26360,LNT,2018 q4,5510,0.6467667023193572,Neil Kalton,0.2713022885863985,male,"Wells Fargo Securities, LLC","('LNT', '2018 q4')",0.0
26361,NEE,2018 q4,5510,0.6882222761197944,Neil Kalton,0.2645847544712964,male,"Wells Fargo Securities, LLC","('NEE', '2018 q4')",0.0
26362,PNW,2018 q4,5510,0.5276384838223389,Neil Kalton,0.1727352257616253,male,"Wells Fargo Securities, LLC","('PNW', '2018 q4')",0.0
26363,XEL,2018 q4,5510,0.4927315996169484,Neil Kalton,0.2332550359896382,male,"Wells Fargo Securities, LLC","('XEL', '2018 q4')",0.0
26364,AES,2018 q4,5510,0.6297008457686394,Paige Marcus,0.9727222610868428,female,CFRA Equity Research,"('AES', '2018 q4')",0.0
26365,ATO,2018 q4,5510,0.8708956998774346,Paige Marcus,0.9452012218575144,female,CFRA Equity Research,"('ATO', '2018 q4')",0.0
26366,NRG,2018 q4,5510,0.7249257941834479,Paige Marcus,0.902362168253904,female,CFRA Equity Research,"('NRG', '2018 q4')",0.0
26367,AES,2018 q4,5510,0.6297008457686394,Mr. Steve Fleishman,0.3038341465222965,male,Wolfe Research,"('AES', '2018 q4')",0.0
26368,CMS,2018 q4,5510,0.8401596560455031,Mr. Steve Fleishman,0.5215030002725901,male,Wolfe Research,"('CMS', '2018 q4')",0.033740412443876266
26369,D,2018 q4,5510,0.3804407076267475,Mr. Steve Fleishman,0.0803116564571099,male,Wolfe Research,"('D', '2018 q4')",0.0
26370,DTE,2018 q4,5510,0.6216696954359683,Mr. Steve Fleishman,0.2762098060633413,male,Wolfe Research,"('DTE', '2018 q4')",0.0
26371,ES,2018 q4,5510,0.4798629661829674,Mr. Steve Fleishman,0.1416637215090441,male,Wolfe Research,"('ES', '2018 q4')",0.0
26372,EXC,2018 q4,5510,0.6137076197350597,Mr. Steve Fleishman,0.2163741184672787,male,Wolfe Research,"('EXC', '2018 q4')",0.0
26373,FE,2018 q4,5510,0.7057336650729753,Mr. Steve Fleishman,0.3313559735100962,male,Wolfe Research,"('FE', '2018 q4')",0.0
26374,LNT,2018 q4,5510,0.6467667023193572,Mr. Steve Fleishman,0.3927096757380862,male,Wolfe Research,"('LNT', '2018 q4')",0.0
26375,NRG,2018 q4,5510,0.7249257941834479,Mr. Steve Fleishman,0.3770097324987953,male,Wolfe Research,"('NRG', '2018 q4')",0.02010532096028328
26376,PEG,2018 q4,5510,0.7857383484057174,Mr. Steve Fleishman,0.3956455954549007,male,Wolfe Research,"('PEG', '2018 q4')",0.013157372362911701
26377,PNW,2018 q4,5510,0.5276384838223389,Mr. Steve Fleishman,0.1934312732223913,male,Wolfe Research,"('PNW', '2018 q4')",0.012170654721558094
26378,XEL,2018 q4,5510,0.4927315996169484,Mr. Steve Fleishman,0.1861578930555439,male,Wolfe Research,"('XEL', '2018 q4')",0.0
26379,AES,2018 q4,5510,0.6297008457686394,"Charles J. Fishman, CFA, CFA",0.9111120442185076,male,"Morningstar, Inc.","('AES', '2018 q4')",0.0
26380,ATO,2018 q4,5510,0.8708956998774346,Dennis Coleman,0.561280601736998,male,BofA Global Research,"('ATO', '2018 q4')",0.019185753539204597
26381,ATO,2018 q4,5510,0.8708956998774346,"Charles J. Fishman, CFA",0.9029791834131492,male,"Morningstar, Inc.","('ATO', '2018 q4')",0.0
26382,CNP,2018 q4,5510,0.7344829637990271,"Charles J. Fishman, CFA",0.7429288562668923,male,"Morningstar, Inc.","('CNP', '2018 q4')",0.0
26383,D,2018 q4,5510,0.3804407076267475,"Charles J. Fishman, CFA",0.6247254354613383,male,"Morningstar, Inc.","('D', '2018 q4')",0.0019809015923076207
26384,DTE,2018 q4,5510,0.6216696954359683,"Charles J. Fishman, CFA",0.8180080578888923,male,"Morningstar, Inc.","('DTE', '2018 q4')",0.0
26385,ED,2018 q4,5510,0.5846021789635867,"Charles J. Fishman, CFA",0.8620508600773671,male,"Morningstar, Inc.","('ED', '2018 q4')",0.0
26386,ETR,2018 q4,5510,0.8497604926910818,"Charles J. Fishman, CFA",0.8553920012524305,male,"Morningstar, Inc.","('ETR', '2018 q4')",0.0
26387,EVRG,2018 q4,5510,0.8565610168445499,"Charles J. Fishman, CFA",0.7647683024402573,male,"Morningstar, Inc.","('EVRG', '2018 q4')",0.0
26388,FE,2018 q4,5510,0.7057336650729753,"Charles J. Fishman, CFA",0.8714170369740301,male,"Morningstar, Inc.","('FE', '2018 q4')",0.011111111690600714
26389,NI,2018 q4,5510,0.7012946317295421,"Charles J. Fishman, CFA",0.891477241563354,male,"Morningstar, Inc.","('NI', '2018 q4')",0.0
26390,PNW,2018 q4,5510,0.5276384838223389,"Charles J. Fishman, CFA",0.7053572221244045,male,"Morningstar, Inc.","('PNW', '2018 q4')",0.0
26391,ATO,2018 q4,5510,0.8708956998774346,"Ms. Christine Cho, CFA",0.752737685787896,female,Barclays,"('ATO', '2018 q4')",0.0
26392,AWK,2018 q4,5510,0.0,Verity Mitchell,,female,HSBC,"('AWK', '2018 q4')",0.0
26393,CMS,2018 q4,5510,0.8401596560455031,Mr. Travis Miller,0.8553796183158174,male,"Morningstar, Inc.","('CMS', '2018 q4')",0.0
26394,EIX,2018 q4,5510,0.6457499524899295,Mr. Travis Miller,0.8661772939357084,male,"Morningstar, Inc.","('EIX', '2018 q4')",0.0
26395,ES,2018 q4,5510,0.4798629661829674,Mr. Travis Miller,0.9824026039527244,male,"Morningstar, Inc.","('ES', '2018 q4')",0.0
26396,NRG,2018 q4,5510,0.7249257941834479,Mr. Travis Miller,0.8619290480519823,male,"Morningstar, Inc.","('NRG', '2018 q4')",0.0
26397,PEG,2018 q4,5510,0.7857383484057174,Mr. Travis Miller,0.8694890750931978,male,"Morningstar, Inc.","('PEG', '2018 q4')",0.0
26398,XEL,2018 q4,5510,0.4927315996169484,Mr. Travis Miller,0.7664025477239229,male,"Morningstar, Inc.","('XEL', '2018 q4')",0.0
26399,CMS,2018 q4,5510,0.8401596560455031,Mr. Michael Weinstein,0.5375931569236061,male,Credit Suisse,"('CMS', '2018 q4')",0.0
26400,DUK,2018 q4,5510,0.678630974726464,Mr. Michael Weinstein,0.2916579221504318,male,Credit Suisse,"('DUK', '2018 q4')",0.0
26401,ED,2018 q4,5510,0.5846021789635867,Mr. Michael Weinstein,0.2479803311624165,male,Credit Suisse,"('ED', '2018 q4')",0.0
26402,ES,2018 q4,5510,0.4798629661829674,Mr. Michael Weinstein,0.1610560015347253,male,Credit Suisse,"('ES', '2018 q4')",0.0
26403,NEE,2018 q4,5510,0.6882222761197944,Mr. Michael Weinstein,0.291202697483601,male,Credit Suisse,"('NEE', '2018 q4')",0.0
26404,PNW,2018 q4,5510,0.5276384838223389,Mr. Michael Weinstein,0.1368343745404047,male,Credit Suisse,"('PNW', '2018 q4')",0.0
26405,CMS,2018 q4,5510,0.8401596560455031,Mr. Jonathan P. Arnold,0.9219566362214922,male,Deutsche Bank,"('CMS', '2018 q4')",0.0
26406,CNP,2018 q4,5510,0.7344829637990271,Mr. Jonathan P. Arnold,0.8772540675299059,male,Deutsche Bank,"('CNP', '2018 q4')",0.0
26407,DUK,2018 q4,5510,0.678630974726464,Mr. Jonathan P. Arnold,0.9348506400481262,male,Deutsche Bank,"('DUK', '2018 q4')",0.0
26408,ETR,2018 q4,5510,0.8497604926910818,Mr. Jonathan P. Arnold,0.9017794648024956,male,Deutsche Bank,"('ETR', '2018 q4')",0.0
26409,EXC,2018 q4,5510,0.6137076197350597,Mr. Jonathan P. Arnold,0.7712402360730309,male,Deutsche Bank,"('EXC', '2018 q4')",0.0
26410,FE,2018 q4,5510,0.7057336650729753,Mr. Jonathan P. Arnold,0.8889864849883067,male,Deutsche Bank,"('FE', '2018 q4')",0.0
26411,PEG,2018 q4,5510,0.7857383484057174,Mr. Jonathan P. Arnold,0.790181161041134,male,Deutsche Bank,"('PEG', '2018 q4')",0.0
26412,D,2018 q4,5510,0.3804407076267475,Mr. Antoine Aurimond,0.0827050648613988,male,BofA Global Research,"('D', '2018 q4')",0.01484168041497469
26413,EIX,2018 q4,5510,0.6457499524899295,Mr. Antoine Aurimond,0.2246832397703957,male,BofA Global Research,"('EIX', '2018 q4')",0.0
26414,EXC,2018 q4,5510,0.6137076197350597,Mr. Antoine Aurimond,0.192534309088891,male,BofA Global Research,"('EXC', '2018 q4')",0.015325058251619339
26415,SRE,2018 q4,5510,0.0307310570454707,Mr. Antoine Aurimond,0.0307310570454707,male,BofA Global Research,"('SRE', '2018 q4')",0.028874434530735016
26416,EXC,2018 q4,5510,0.6137076197350597,"Mr. Shelby Tucker, CFA",0.6134223507026638,male,RBC Capital Markets,"('EXC', '2018 q4')",0.03333333507180214
26417,NEE,2018 q4,5510,0.6882222761197944,"Mr. Shelby Tucker, CFA",0.2857553509669683,male,RBC Capital Markets,"('NEE', '2018 q4')",0.0
26418,NRG,2018 q4,5510,0.7249257941834479,Mr. Abe Azar,0.8768820983529954,male,Deutsche Bank,"('NRG', '2018 q4')",0.0
26419,AEE,2019 q1,5510,0.726863341312254,SADIF Research,0.9892068519425926,Not a person,Sadif Analytics Prime,"('AEE', '2019 q1')",0.9502265453338623
26420,CNP,2019 q1,5510,0.7757664029556166,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('CNP', '2019 q1')",0.9784629940986633
26421,D,2019 q1,5510,0.666735429230027,SADIF Research,0.9917936209302002,Not a person,Sadif Analytics Prime,"('D', '2019 q1')",0.9729156494140625
26422,DTE,2019 q1,5510,0.8581248185843585,SADIF Research,0.9719754940214428,Not a person,Sadif Analytics Prime,"('DTE', '2019 q1')",0.9780651926994324
26423,ES,2019 q1,5510,0.5831566129325056,SADIF Research,0.996143668926806,Not a person,Sadif Analytics Prime,"('ES', '2019 q1')",0.9637719988822937
26424,EVRG,2019 q1,5510,0.6642796184711561,SADIF Research,0.9812247325649932,Not a person,Sadif Analytics Prime,"('EVRG', '2019 q1')",0.9783064126968384
26425,FE,2019 q1,5510,0.8275298000943787,SADIF Research,0.977332772330744,Not a person,Sadif Analytics Prime,"('FE', '2019 q1')",0.9485378861427307
26426,NEE,2019 q1,5510,0.7542726744486585,SADIF Research,0.9958719037301116,Not a person,Sadif Analytics Prime,"('NEE', '2019 q1')",0.9684493541717529
26427,PEG,2019 q1,5510,0.7927720365017754,SADIF Research,0.9998960151126766,Not a person,Sadif Analytics Prime,"('PEG', '2019 q1')",0.9632359743118286
26428,PNW,2019 q1,5510,0.636265667603809,SADIF Research,0.983018730626701,Not a person,Sadif Analytics Prime,"('PNW', '2019 q1')",0.8777108192443848
26429,PPL,2019 q1,5510,0.7987881921709149,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PPL', '2019 q1')",0.9792964458465576
26430,WEC,2019 q1,5510,0.8509279837919101,SADIF Research,0.9765016724328476,Not a person,Sadif Analytics Prime,"('WEC', '2019 q1')",0.978697657585144
26431,AEE,2019 q1,5510,0.726863341312254,Christopher B. Muir,0.9309449017086812,male,CFRA Equity Research,"('AEE', '2019 q1')",0.0
26432,AEP,2019 q1,5510,0.7592279424323713,Christopher B. Muir,0.9099485026770248,male,CFRA Equity Research,"('AEP', '2019 q1')",0.0
26433,AWK,2019 q1,5510,0.849386053331766,Christopher B. Muir,0.9025923844369076,male,CFRA Equity Research,"('AWK', '2019 q1')",0.0
26434,CMS,2019 q1,5510,0.6673825006229148,Christopher B. Muir,0.9265394357633824,male,CFRA Equity Research,"('CMS', '2019 q1')",0.0
26435,CNP,2019 q1,5510,0.7757664029556166,Christopher B. Muir,0.92664164050319,male,CFRA Equity Research,"('CNP', '2019 q1')",0.0
26436,D,2019 q1,5510,0.666735429230027,Christopher B. Muir,0.9294440959382974,male,CFRA Equity Research,"('D', '2019 q1')",0.0
26437,DTE,2019 q1,5510,0.8581248185843585,Christopher B. Muir,0.928320318695712,male,CFRA Equity Research,"('DTE', '2019 q1')",0.0
26438,DUK,2019 q1,5510,0.8200440133003319,Christopher B. Muir,0.9475761043572704,male,CFRA Equity Research,"('DUK', '2019 q1')",0.0
26439,ED,2019 q1,5510,0.7085575076348496,Christopher B. Muir,0.956356875371748,male,CFRA Equity Research,"('ED', '2019 q1')",0.0
26440,EIX,2019 q1,5510,0.6097915750647753,Christopher B. Muir,0.8126595693942621,male,CFRA Equity Research,"('EIX', '2019 q1')",0.0
26441,ES,2019 q1,5510,0.5831566129325056,Christopher B. Muir,0.8422261582441802,male,CFRA Equity Research,"('ES', '2019 q1')",0.0
26442,ETR,2019 q1,5510,0.7883798578114537,Christopher B. Muir,1.0,male,CFRA Equity Research,"('ETR', '2019 q1')",0.0
26443,EVRG,2019 q1,5510,0.6642796184711561,Christopher B. Muir,0.977338547123702,male,CFRA Equity Research,"('EVRG', '2019 q1')",0.0
26444,EXC,2019 q1,5510,0.7741318457938384,Christopher B. Muir,0.8726390535653582,male,CFRA Equity Research,"('EXC', '2019 q1')",0.0
26445,FE,2019 q1,5510,0.8275298000943787,Christopher B. Muir,0.943574152068806,male,CFRA Equity Research,"('FE', '2019 q1')",0.0
26446,LNT,2019 q1,5510,0.6653645617117712,Christopher B. Muir,0.9161047578412572,male,CFRA Equity Research,"('LNT', '2019 q1')",0.0
26447,NEE,2019 q1,5510,0.7542726744486585,Christopher B. Muir,0.9229388803608544,male,CFRA Equity Research,"('NEE', '2019 q1')",0.0
26448,NI,2019 q1,5510,0.6895680042595917,Christopher B. Muir,0.934392538622197,male,CFRA Equity Research,"('NI', '2019 q1')",0.0
26449,PEG,2019 q1,5510,0.7927720365017754,Christopher B. Muir,0.9525484501536025,male,CFRA Equity Research,"('PEG', '2019 q1')",0.0
26450,PNW,2019 q1,5510,0.636265667603809,Christopher B. Muir,0.9278866791668978,male,CFRA Equity Research,"('PNW', '2019 q1')",0.0
26451,PPL,2019 q1,5510,0.7987881921709149,Christopher B. Muir,0.8703554012277357,male,CFRA Equity Research,"('PPL', '2019 q1')",0.0
26452,WEC,2019 q1,5510,0.8509279837919101,Christopher B. Muir,0.9760813330555068,male,CFRA Equity Research,"('WEC', '2019 q1')",0.0
26453,XEL,2019 q1,5510,0.6751335668016212,Christopher B. Muir,0.8936987917291171,male,CFRA Equity Research,"('XEL', '2019 q1')",0.0
26454,AEE,2019 q1,5510,0.726863341312254,Mr. Julien P. Dumoulin-Smith,0.3441119382125767,male,BofA Global Research,"('AEE', '2019 q1')",0.0
26455,AEP,2019 q1,5510,0.7592279424323713,Mr. Julien P. Dumoulin-Smith,0.3705782604971236,male,BofA Global Research,"('AEP', '2019 q1')",0.0050016191477576894
26456,AES,2019 q1,5510,0.7242060018521033,Mr. Julien P. Dumoulin-Smith,0.3611928213921662,male,BofA Global Research,"('AES', '2019 q1')",0.0
26457,CMS,2019 q1,5510,0.6673825006229148,Mr. Julien P. Dumoulin-Smith,0.2372000117930062,male,BofA Global Research,"('CMS', '2019 q1')",0.01666666753590107
26458,CNP,2019 q1,5510,0.7757664029556166,Mr. Julien P. Dumoulin-Smith,0.423557133819602,male,BofA Global Research,"('CNP', '2019 q1')",0.0
26459,D,2019 q1,5510,0.666735429230027,Mr. Julien P. Dumoulin-Smith,0.2247097158056911,male,BofA Global Research,"('D', '2019 q1')",0.0
26460,DTE,2019 q1,5510,0.8581248185843585,Mr. Julien P. Dumoulin-Smith,0.6969208503429597,male,BofA Global Research,"('DTE', '2019 q1')",0.03333333507180214
26461,DUK,2019 q1,5510,0.8200440133003319,Mr. Julien P. Dumoulin-Smith,0.4571241466166549,male,BofA Global Research,"('DUK', '2019 q1')",0.0
26462,ED,2019 q1,5510,0.7085575076348496,Mr. Julien P. Dumoulin-Smith,0.2405381801930695,male,BofA Global Research,"('ED', '2019 q1')",0.0
26463,EIX,2019 q1,5510,0.6097915750647753,Mr. Julien P. Dumoulin-Smith,0.1778099164629983,male,BofA Global Research,"('EIX', '2019 q1')",0.0
26464,ES,2019 q1,5510,0.5831566129325056,Mr. Julien P. Dumoulin-Smith,0.1875120563858077,male,BofA Global Research,"('ES', '2019 q1')",0.011111111690600714
26465,ETR,2019 q1,5510,0.7883798578114537,Mr. Julien P. Dumoulin-Smith,0.3870542457985366,male,BofA Global Research,"('ETR', '2019 q1')",0.0
26466,EVRG,2019 q1,5510,0.6642796184711561,Mr. Julien P. Dumoulin-Smith,0.2535712555118548,male,BofA Global Research,"('EVRG', '2019 q1')",0.0
26467,EXC,2019 q1,5510,0.7741318457938384,Mr. Julien P. Dumoulin-Smith,0.2966534447350486,male,BofA Global Research,"('EXC', '2019 q1')",0.0
26468,FE,2019 q1,5510,0.8275298000943787,Mr. Julien P. Dumoulin-Smith,0.4670314507102169,male,BofA Global Research,"('FE', '2019 q1')",0.0
26469,LNT,2019 q1,5510,0.6653645617117712,Mr. Julien P. Dumoulin-Smith,0.3815964892789474,male,BofA Global Research,"('LNT', '2019 q1')",0.013059078715741634
26470,NEE,2019 q1,5510,0.7542726744486585,Mr. Julien P. Dumoulin-Smith,0.4297341172863581,male,BofA Global Research,"('NEE', '2019 q1')",0.0
26471,NI,2019 q1,5510,0.6895680042595917,Mr. Julien P. Dumoulin-Smith,0.3209777719225371,male,BofA Global Research,"('NI', '2019 q1')",0.0
26472,NRG,2019 q1,5510,0.6995922574582226,Mr. Julien P. Dumoulin-Smith,0.3785793986062479,male,BofA Global Research,"('NRG', '2019 q1')",0.0
26473,PNW,2019 q1,5510,0.636265667603809,Mr. Julien P. Dumoulin-Smith,0.2048622633589543,male,BofA Global Research,"('PNW', '2019 q1')",0.0
26474,PPL,2019 q1,5510,0.7987881921709149,Mr. Julien P. Dumoulin-Smith,0.3911791208844558,male,BofA Global Research,"('PPL', '2019 q1')",0.0
26475,SRE,2019 q1,5510,0.0,Mr. Julien P. Dumoulin-Smith,,male,BofA Global Research,"('SRE', '2019 q1')",0.0
26476,WEC,2019 q1,5510,0.8509279837919101,Mr. Julien P. Dumoulin-Smith,0.5161595740931609,male,BofA Global Research,"('WEC', '2019 q1')",0.0
26477,XEL,2019 q1,5510,0.6751335668016212,Mr. Julien P. Dumoulin-Smith,0.3331979705763657,male,BofA Global Research,"('XEL', '2019 q1')",0.011111111690600714
26478,AEE,2019 q1,5510,0.726863341312254,"Mr. Andrew Bischof, CFA",0.8044129014743143,male,"Morningstar, Inc.","('AEE', '2019 q1')",0.0
26479,AEP,2019 q1,5510,0.7592279424323713,"Mr. Andrew Bischof, CFA",0.8909953763544799,male,"Morningstar, Inc.","('AEP', '2019 q1')",0.0
26480,DUK,2019 q1,5510,0.8200440133003319,"Mr. Andrew Bischof, CFA",0.8019242532526094,male,"Morningstar, Inc.","('DUK', '2019 q1')",0.0
26481,EXC,2019 q1,5510,0.7741318457938384,"Mr. Andrew Bischof, CFA",0.9472495931975444,male,"Morningstar, Inc.","('EXC', '2019 q1')",0.0
26482,LNT,2019 q1,5510,0.6653645617117712,"Mr. Andrew Bischof, CFA",0.7477164324214997,male,"Morningstar, Inc.","('LNT', '2019 q1')",0.0
26483,NEE,2019 q1,5510,0.7542726744486585,"Mr. Andrew Bischof, CFA",0.8364290560694233,male,"Morningstar, Inc.","('NEE', '2019 q1')",0.0
26484,PPL,2019 q1,5510,0.7987881921709149,"Mr. Andrew Bischof, CFA",0.9154666084463468,male,"Morningstar, Inc.","('PPL', '2019 q1')",0.0
26485,WEC,2019 q1,5510,0.8509279837919101,"Mr. Andrew Bischof, CFA",0.8293608105417274,male,"Morningstar, Inc.","('WEC', '2019 q1')",0.0
26486,AEE,2019 q1,5510,0.726863341312254,Mr. Stephen C. Byrd,0.6273000572906731,male,Morgan Stanley,"('AEE', '2019 q1')",0.0
26487,NRG,2019 q1,5510,0.6995922574582226,Mr. Stephen C. Byrd,0.3253061682726865,male,Morgan Stanley,"('NRG', '2019 q1')",0.0
26488,AEE,2019 q1,5510,0.726863341312254,Neil Kalton,0.2814813936117388,male,"Wells Fargo Securities, LLC","('AEE', '2019 q1')",0.0
26489,AEP,2019 q1,5510,0.7592279424323713,Neil Kalton,0.5705020614623201,male,"Wells Fargo Securities, LLC","('AEP', '2019 q1')",0.0
26490,CMS,2019 q1,5510,0.6673825006229148,Neil Kalton,0.2170081159141468,male,"Wells Fargo Securities, LLC","('CMS', '2019 q1')",0.0
26491,CNP,2019 q1,5510,0.7757664029556166,Neil Kalton,0.3612243835555279,male,"Wells Fargo Securities, LLC","('CNP', '2019 q1')",0.0
26492,D,2019 q1,5510,0.666735429230027,Neil Kalton,0.2108721204729718,male,"Wells Fargo Securities, LLC","('D', '2019 q1')",0.0
26493,DUK,2019 q1,5510,0.8200440133003319,Neil Kalton,0.4039686874275873,male,"Wells Fargo Securities, LLC","('DUK', '2019 q1')",0.0
26494,ED,2019 q1,5510,0.7085575076348496,Neil Kalton,0.2499295273380655,male,"Wells Fargo Securities, LLC","('ED', '2019 q1')",0.0
26495,EIX,2019 q1,5510,0.6097915750647753,Neil Kalton,0.2001503883400855,male,"Wells Fargo Securities, LLC","('EIX', '2019 q1')",0.0
26496,ES,2019 q1,5510,0.5831566129325056,Neil Kalton,0.1638144464457937,male,"Wells Fargo Securities, LLC","('ES', '2019 q1')",0.0
26497,EVRG,2019 q1,5510,0.6642796184711561,Neil Kalton,0.2425986771604678,male,"Wells Fargo Securities, LLC","('EVRG', '2019 q1')",0.0
26498,LNT,2019 q1,5510,0.6653645617117712,Neil Kalton,0.2819368037075892,male,"Wells Fargo Securities, LLC","('LNT', '2019 q1')",0.020285326056182384
26499,NI,2019 q1,5510,0.6895680042595917,Neil Kalton,0.3321943626855686,male,"Wells Fargo Securities, LLC","('NI', '2019 q1')",0.009503287263214588
26500,PEG,2019 q1,5510,0.7927720365017754,Neil Kalton,0.3440933486487465,male,"Wells Fargo Securities, LLC","('PEG', '2019 q1')",0.0
26501,PNW,2019 q1,5510,0.636265667603809,Neil Kalton,0.1704288573275158,male,"Wells Fargo Securities, LLC","('PNW', '2019 q1')",0.0
26502,WEC,2019 q1,5510,0.8509279837919101,Neil Kalton,0.4318203399255518,male,"Wells Fargo Securities, LLC","('WEC', '2019 q1')",0.0
26503,XEL,2019 q1,5510,0.6751335668016212,Neil Kalton,0.2771050818816476,male,"Wells Fargo Securities, LLC","('XEL', '2019 q1')",0.0
26504,AEE,2019 q1,5510,0.726863341312254,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AEE', '2019 q1')",0.993186354637146
26505,AEP,2019 q1,5510,0.7592279424323713,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AEP', '2019 q1')",0.993114709854126
26506,AES,2019 q1,5510,0.7242060018521033,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AES', '2019 q1')",0.9930745363235474
26507,ATO,2019 q1,5510,0.9947817349027692,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ATO', '2019 q1')",0.9931548833847046
26508,CMS,2019 q1,5510,0.6673825006229148,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CMS', '2019 q1')",0.993186354637146
26509,CNP,2019 q1,5510,0.7757664029556166,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CNP', '2019 q1')",0.9931389689445496
26510,D,2019 q1,5510,0.666735429230027,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('D', '2019 q1')",0.9932563900947571
26511,DTE,2019 q1,5510,0.8581248185843585,Mr. Thomas Kee,0.9719754940214428,male,Stock Traders Daily Research,"('DTE', '2019 q1')",0.9868337213993073
26512,DUK,2019 q1,5510,0.8200440133003319,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('DUK', '2019 q1')",0.9931548833847046
26513,ED,2019 q1,5510,0.7085575076348496,Mr. Thomas Kee,0.9801786931223516,male,Stock Traders Daily Research,"('ED', '2019 q1')",0.9931548833847046
26514,EIX,2019 q1,5510,0.6097915750647753,Mr. Thomas Kee,0.9951509883056336,male,Stock Traders Daily Research,"('EIX', '2019 q1')",0.9931548833847046
26515,ETR,2019 q1,5510,0.7883798578114537,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ETR', '2019 q1')",0.993114709854126
26516,EXC,2019 q1,5510,0.7741318457938384,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('EXC', '2019 q1')",0.9930745363235474
26517,FE,2019 q1,5510,0.8275298000943787,Mr. Thomas Kee,0.9890414037573156,male,Stock Traders Daily Research,"('FE', '2019 q1')",0.9777071475982666
26518,LNT,2019 q1,5510,0.6653645617117712,Mr. Thomas Kee,0.9880825858139316,male,Stock Traders Daily Research,"('LNT', '2019 q1')",0.9931548833847046
26519,NI,2019 q1,5510,0.6895680042595917,Mr. Thomas Kee,0.987932013756399,male,Stock Traders Daily Research,"('NI', '2019 q1')",0.977755606174469
26520,PEG,2019 q1,5510,0.7927720365017754,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PEG', '2019 q1')",0.9931548833847046
26521,PNW,2019 q1,5510,0.636265667603809,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PNW', '2019 q1')",0.9931507110595703
26522,PPL,2019 q1,5510,0.7987881921709149,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PPL', '2019 q1')",0.9932178258895874
26523,WEC,2019 q1,5510,0.8509279837919101,Mr. Thomas Kee,0.9765016724328476,male,Stock Traders Daily Research,"('WEC', '2019 q1')",0.9931548833847046
26524,XEL,2019 q1,5510,0.6751335668016212,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('XEL', '2019 q1')",0.9931389689445496
26525,AEE,2019 q1,5510,0.726863341312254,Greg Gordon,0.2724998393918316,male,EVERCORE ISI,"('AEE', '2019 q1')",0.0
26526,AEP,2019 q1,5510,0.7592279424323713,Greg Gordon,0.3619271417232054,male,EVERCORE ISI,"('AEP', '2019 q1')",0.0
26527,AES,2019 q1,5510,0.7242060018521033,Greg Gordon,0.3547539881726324,male,EVERCORE ISI,"('AES', '2019 q1')",0.0
26528,CMS,2019 q1,5510,0.6673825006229148,Greg Gordon,0.1934678765904321,male,EVERCORE ISI,"('CMS', '2019 q1')",0.0
26529,D,2019 q1,5510,0.666735429230027,Greg Gordon,0.2826349740067926,male,EVERCORE ISI,"('D', '2019 q1')",0.0
26530,DTE,2019 q1,5510,0.8581248185843585,Greg Gordon,0.5608826606613024,male,EVERCORE ISI,"('DTE', '2019 q1')",0.0
26531,ED,2019 q1,5510,0.7085575076348496,Greg Gordon,0.2710912429749994,male,EVERCORE ISI,"('ED', '2019 q1')",0.0
26532,ES,2019 q1,5510,0.5831566129325056,Greg Gordon,0.2068975943052971,male,EVERCORE ISI,"('ES', '2019 q1')",0.0
26533,ETR,2019 q1,5510,0.7883798578114537,Greg Gordon,0.3569822382295685,male,EVERCORE ISI,"('ETR', '2019 q1')",0.0
26534,EVRG,2019 q1,5510,0.6642796184711561,Greg Gordon,0.2704266637244751,male,EVERCORE ISI,"('EVRG', '2019 q1')",0.023383142426609993
26535,EXC,2019 q1,5510,0.7741318457938384,Greg Gordon,0.3039947226570946,male,EVERCORE ISI,"('EXC', '2019 q1')",0.0
26536,FE,2019 q1,5510,0.8275298000943787,Greg Gordon,0.4614940315366097,male,EVERCORE ISI,"('FE', '2019 q1')",0.0
26537,NEE,2019 q1,5510,0.7542726744486585,Greg Gordon,0.4298889282218851,male,EVERCORE ISI,"('NEE', '2019 q1')",0.0
26538,NI,2019 q1,5510,0.6895680042595917,Greg Gordon,0.2982501823948278,male,EVERCORE ISI,"('NI', '2019 q1')",0.017065253108739853
26539,NRG,2019 q1,5510,0.6995922574582226,Greg Gordon,0.664012220228103,male,EVERCORE ISI,"('NRG', '2019 q1')",0.03333333507180214
26540,PEG,2019 q1,5510,0.7927720365017754,Greg Gordon,0.3987204920229161,male,EVERCORE ISI,"('PEG', '2019 q1')",0.0
26541,PNW,2019 q1,5510,0.636265667603809,Greg Gordon,0.1996469898815674,male,EVERCORE ISI,"('PNW', '2019 q1')",0.01666666753590107
26542,PPL,2019 q1,5510,0.7987881921709149,Greg Gordon,0.4201254566660519,male,EVERCORE ISI,"('PPL', '2019 q1')",0.0
26543,WEC,2019 q1,5510,0.8509279837919101,Greg Gordon,0.6785180763945712,male,EVERCORE ISI,"('WEC', '2019 q1')",0.03333333507180214
26544,XEL,2019 q1,5510,0.6751335668016212,Greg Gordon,0.3128465753942448,male,EVERCORE ISI,"('XEL', '2019 q1')",0.0
26545,AEE,2019 q1,5510,0.726863341312254,Mr. Steve Fleishman,0.2729049669699864,male,Wolfe Research,"('AEE', '2019 q1')",0.0
26546,AEP,2019 q1,5510,0.7592279424323713,Mr. Steve Fleishman,0.3529470330218099,male,Wolfe Research,"('AEP', '2019 q1')",0.0
26547,AES,2019 q1,5510,0.7242060018521033,Mr. Steve Fleishman,0.3451243213393319,male,Wolfe Research,"('AES', '2019 q1')",0.0
26548,CMS,2019 q1,5510,0.6673825006229148,Mr. Steve Fleishman,0.2818549053470012,male,Wolfe Research,"('CMS', '2019 q1')",0.0
26549,CNP,2019 q1,5510,0.7757664029556166,Mr. Steve Fleishman,0.3182677054373617,male,Wolfe Research,"('CNP', '2019 q1')",0.0
26550,D,2019 q1,5510,0.666735429230027,Mr. Steve Fleishman,0.1992714965445076,male,Wolfe Research,"('D', '2019 q1')",0.0
26551,DTE,2019 q1,5510,0.8581248185843585,Mr. Steve Fleishman,0.5490446228376797,male,Wolfe Research,"('DTE', '2019 q1')",0.0
26552,ED,2019 q1,5510,0.7085575076348496,Mr. Steve Fleishman,0.2178588504596255,male,Wolfe Research,"('ED', '2019 q1')",0.0
26553,EIX,2019 q1,5510,0.6097915750647753,Mr. Steve Fleishman,0.1696573056005063,male,Wolfe Research,"('EIX', '2019 q1')",0.0
26554,ETR,2019 q1,5510,0.7883798578114537,Mr. Steve Fleishman,0.3756716364631159,male,Wolfe Research,"('ETR', '2019 q1')",0.0
26555,EVRG,2019 q1,5510,0.6642796184711561,Mr. Steve Fleishman,0.3138956447218967,male,Wolfe Research,"('EVRG', '2019 q1')",0.06769499368965626
26556,EXC,2019 q1,5510,0.7741318457938384,Mr. Steve Fleishman,0.3889056329322423,male,Wolfe Research,"('EXC', '2019 q1')",0.0014957284385507758
26557,FE,2019 q1,5510,0.8275298000943787,Mr. Steve Fleishman,0.438972208271305,male,Wolfe Research,"('FE', '2019 q1')",0.0
26558,LNT,2019 q1,5510,0.6653645617117712,Mr. Steve Fleishman,0.2650619982658866,male,Wolfe Research,"('LNT', '2019 q1')",0.006231643259525299
26559,NEE,2019 q1,5510,0.7542726744486585,Mr. Steve Fleishman,0.3748964172276169,male,Wolfe Research,"('NEE', '2019 q1')",0.0
26560,NI,2019 q1,5510,0.6895680042595917,Mr. Steve Fleishman,0.2968052702585416,male,Wolfe Research,"('NI', '2019 q1')",0.0
26561,NRG,2019 q1,5510,0.6995922574582226,Mr. Steve Fleishman,0.3277793575304129,male,Wolfe Research,"('NRG', '2019 q1')",0.008763986639678478
26562,PEG,2019 q1,5510,0.7927720365017754,Mr. Steve Fleishman,0.3507908454038845,male,Wolfe Research,"('PEG', '2019 q1')",0.0
26563,PNW,2019 q1,5510,0.636265667603809,Mr. Steve Fleishman,0.1915942057660986,male,Wolfe Research,"('PNW', '2019 q1')",0.021350443363189697
26564,WEC,2019 q1,5510,0.8509279837919101,Mr. Steve Fleishman,0.4836655835653822,male,Wolfe Research,"('WEC', '2019 q1')",0.0
26565,XEL,2019 q1,5510,0.6751335668016212,Mr. Steve Fleishman,0.2732907135430469,male,Wolfe Research,"('XEL', '2019 q1')",0.0
26566,AEE,2019 q1,5510,0.726863341312254,Ali Agha,0.3088733493530544,male,SunTrust Robinson Humphrey Capital Markets,"('AEE', '2019 q1')",0.0
26567,AEP,2019 q1,5510,0.7592279424323713,Ali Agha,0.4530245330058198,male,SunTrust Robinson Humphrey Capital Markets,"('AEP', '2019 q1')",0.0
26568,AES,2019 q1,5510,0.7242060018521033,Ali Agha,0.4028010007321368,male,SunTrust Robinson Humphrey Capital Markets,"('AES', '2019 q1')",0.0
26569,CMS,2019 q1,5510,0.6673825006229148,Ali Agha,0.6194778248899556,male,SunTrust Robinson Humphrey Capital Markets,"('CMS', '2019 q1')",0.0
26570,DUK,2019 q1,5510,0.8200440133003319,Ali Agha,0.5833979669212991,male,SunTrust Robinson Humphrey Capital Markets,"('DUK', '2019 q1')",0.0
26571,EIX,2019 q1,5510,0.6097915750647753,Ali Agha,0.3079436984303734,male,SunTrust Robinson Humphrey Capital Markets,"('EIX', '2019 q1')",0.0
26572,EVRG,2019 q1,5510,0.6642796184711561,Ali Agha,0.257971909306218,male,SunTrust Robinson Humphrey Capital Markets,"('EVRG', '2019 q1')",0.0
26573,EXC,2019 q1,5510,0.7741318457938384,Ali Agha,0.3937545440734051,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2019 q1')",0.0
26574,NRG,2019 q1,5510,0.6995922574582226,Ali Agha,0.5346865230930596,male,SunTrust Robinson Humphrey Capital Markets,"('NRG', '2019 q1')",0.0
26575,PNW,2019 q1,5510,0.636265667603809,Ali Agha,0.5573572298208112,male,SunTrust Robinson Humphrey Capital Markets,"('PNW', '2019 q1')",0.0
26576,PPL,2019 q1,5510,0.7987881921709149,Ali Agha,0.6252523591769417,male,SunTrust Robinson Humphrey Capital Markets,"('PPL', '2019 q1')",0.0
26577,XEL,2019 q1,5510,0.6751335668016212,Ali Agha,0.4654687398125385,male,SunTrust Robinson Humphrey Capital Markets,"('XEL', '2019 q1')",0.0
26578,AEP,2019 q1,5510,0.7592279424323713,Mr. Jonathan P. Arnold,0.7949891448379128,male,Deutsche Bank,"('AEP', '2019 q1')",0.0
26579,CNP,2019 q1,5510,0.7757664029556166,Mr. Jonathan P. Arnold,0.8772769896013405,male,Deutsche Bank,"('CNP', '2019 q1')",0.0
26580,DUK,2019 q1,5510,0.8200440133003319,Mr. Jonathan P. Arnold,0.8639490179083944,male,Deutsche Bank,"('DUK', '2019 q1')",0.0
26581,ED,2019 q1,5510,0.7085575076348496,Mr. Jonathan P. Arnold,0.8593196118844324,male,Deutsche Bank,"('ED', '2019 q1')",0.0
26582,EIX,2019 q1,5510,0.6097915750647753,Mr. Jonathan P. Arnold,0.6936312796783417,male,Deutsche Bank,"('EIX', '2019 q1')",0.0
26583,ETR,2019 q1,5510,0.7883798578114537,Mr. Jonathan P. Arnold,0.893733798520116,male,Deutsche Bank,"('ETR', '2019 q1')",0.0
26584,EXC,2019 q1,5510,0.7741318457938384,Mr. Jonathan P. Arnold,0.7750323476741381,male,Deutsche Bank,"('EXC', '2019 q1')",0.0
26585,PEG,2019 q1,5510,0.7927720365017754,Mr. Jonathan P. Arnold,0.8226171392589868,male,Deutsche Bank,"('PEG', '2019 q1')",0.0
26586,WEC,2019 q1,5510,0.8509279837919101,Mr. Jonathan P. Arnold,0.9024241609383102,male,Deutsche Bank,"('WEC', '2019 q1')",0.0
26587,AES,2019 q1,5510,0.7242060018521033,Paige Marcus,0.9379995569224046,female,CFRA Equity Research,"('AES', '2019 q1')",0.0
26588,ATO,2019 q1,5510,0.9947817349027692,Paige Marcus,0.991091864266488,female,CFRA Equity Research,"('ATO', '2019 q1')",0.0
26589,NRG,2019 q1,5510,0.6995922574582226,Paige Marcus,0.8378249634560281,female,CFRA Equity Research,"('NRG', '2019 q1')",0.0
26590,AES,2019 q1,5510,0.7242060018521033,"Charles J. Fishman, CFA, CFA",0.9043022951067644,male,"Morningstar, Inc.","('AES', '2019 q1')",0.0
26591,ATO,2019 q1,5510,0.9947817349027692,"Charles J. Fishman, CFA",0.991091864266488,male,"Morningstar, Inc.","('ATO', '2019 q1')",0.0
26592,AWK,2019 q1,5510,0.849386053331766,"Charles J. Fishman, CFA",0.8345337380881269,male,"Morningstar, Inc.","('AWK', '2019 q1')",0.0
26593,CNP,2019 q1,5510,0.7757664029556166,"Charles J. Fishman, CFA",0.8734286282674313,male,"Morningstar, Inc.","('CNP', '2019 q1')",0.0
26594,D,2019 q1,5510,0.666735429230027,"Charles J. Fishman, CFA",0.5713679024000674,male,"Morningstar, Inc.","('D', '2019 q1')",0.0
26595,DTE,2019 q1,5510,0.8581248185843585,"Charles J. Fishman, CFA",0.8720702984752833,male,"Morningstar, Inc.","('DTE', '2019 q1')",0.0
26596,ED,2019 q1,5510,0.7085575076348496,"Charles J. Fishman, CFA",0.8451525061340645,male,"Morningstar, Inc.","('ED', '2019 q1')",0.0
26597,ETR,2019 q1,5510,0.7883798578114537,"Charles J. Fishman, CFA",0.8336634389391157,male,"Morningstar, Inc.","('ETR', '2019 q1')",0.0
26598,EVRG,2019 q1,5510,0.6642796184711561,"Charles J. Fishman, CFA",0.9413311074443488,male,"Morningstar, Inc.","('EVRG', '2019 q1')",0.0
26599,FE,2019 q1,5510,0.8275298000943787,"Charles J. Fishman, CFA",0.9084245490628762,male,"Morningstar, Inc.","('FE', '2019 q1')",0.0
26600,NI,2019 q1,5510,0.6895680042595917,"Charles J. Fishman, CFA",0.8595329614103775,male,"Morningstar, Inc.","('NI', '2019 q1')",0.0
26601,PNW,2019 q1,5510,0.636265667603809,"Charles J. Fishman, CFA",0.7948337155241342,male,"Morningstar, Inc.","('PNW', '2019 q1')",0.0
26602,AWK,2019 q1,5510,0.849386053331766,Verity Mitchell,0.7596093902846873,female,HSBC,"('AWK', '2019 q1')",0.047425784170627594
26603,CMS,2019 q1,5510,0.6673825006229148,Mr. Travis Miller,0.8423942027203422,male,"Morningstar, Inc.","('CMS', '2019 q1')",0.0
26604,EIX,2019 q1,5510,0.6097915750647753,Mr. Travis Miller,0.7418021014500163,male,"Morningstar, Inc.","('EIX', '2019 q1')",0.0
26605,ES,2019 q1,5510,0.5831566129325056,Mr. Travis Miller,0.903778211295796,male,"Morningstar, Inc.","('ES', '2019 q1')",0.0
26606,NRG,2019 q1,5510,0.6995922574582226,Mr. Travis Miller,0.8685926003351407,male,"Morningstar, Inc.","('NRG', '2019 q1')",0.0
26607,PEG,2019 q1,5510,0.7927720365017754,Mr. Travis Miller,0.8316204994244488,male,"Morningstar, Inc.","('PEG', '2019 q1')",0.0
26608,XEL,2019 q1,5510,0.6751335668016212,Mr. Travis Miller,0.8253854418935438,male,"Morningstar, Inc.","('XEL', '2019 q1')",0.0
26609,CMS,2019 q1,5510,0.6673825006229148,"Eric Beaumont, CFA, CFA",0.8472642388581415,male,Barclays,"('CMS', '2019 q1')",0.0
26610,D,2019 q1,5510,0.666735429230027,"Eric Beaumont, CFA, CFA",0.3751827888691707,male,Barclays,"('D', '2019 q1')",0.0
26611,DUK,2019 q1,5510,0.8200440133003319,"Eric Beaumont, CFA, CFA",0.8948295289155364,male,Barclays,"('DUK', '2019 q1')",0.0
26612,ED,2019 q1,5510,0.7085575076348496,"Eric Beaumont, CFA, CFA",0.6957524149181522,male,Barclays,"('ED', '2019 q1')",0.010098084807395935
26613,EIX,2019 q1,5510,0.6097915750647753,"Eric Beaumont, CFA, CFA",0.1747843203237856,male,Barclays,"('EIX', '2019 q1')",0.03044663928449154
26614,EXC,2019 q1,5510,0.7741318457938384,"Eric Beaumont, CFA, CFA",0.902971617401552,male,Barclays,"('EXC', '2019 q1')",0.0
26615,LNT,2019 q1,5510,0.6653645617117712,"Eric Beaumont, CFA, CFA",0.2762619995841269,male,Barclays,"('LNT', '2019 q1')",0.0
26616,CMS,2019 q1,5510,0.6673825006229148,Mr. Michael Weinstein,0.2286650364890414,male,Credit Suisse,"('CMS', '2019 q1')",0.0
26617,CNP,2019 q1,5510,0.7757664029556166,Mr. Michael Weinstein,0.3406770002301869,male,Credit Suisse,"('CNP', '2019 q1')",0.0
26618,DUK,2019 q1,5510,0.8200440133003319,Mr. Michael Weinstein,0.4443292267292892,male,Credit Suisse,"('DUK', '2019 q1')",0.0
26619,ED,2019 q1,5510,0.7085575076348496,Mr. Michael Weinstein,0.2658861265536869,male,Credit Suisse,"('ED', '2019 q1')",0.0
26620,ES,2019 q1,5510,0.5831566129325056,Mr. Michael Weinstein,0.1939041543513548,male,Credit Suisse,"('ES', '2019 q1')",0.0
26621,EXC,2019 q1,5510,0.7741318457938384,Mr. Michael Weinstein,0.6530556326233432,male,Credit Suisse,"('EXC', '2019 q1')",0.0
26622,PNW,2019 q1,5510,0.636265667603809,Mr. Michael Weinstein,0.1715024200036406,male,Credit Suisse,"('PNW', '2019 q1')",0.0
26623,WEC,2019 q1,5510,0.8509279837919101,Mr. Michael Weinstein,0.6731020047727135,male,Credit Suisse,"('WEC', '2019 q1')",0.0
26624,CMS,2019 q1,5510,0.6673825006229148,"Mr. Shelby Tucker, CFA",0.2026544175140649,male,RBC Capital Markets,"('CMS', '2019 q1')",0.0
26625,CNP,2019 q1,5510,0.7757664029556166,"Mr. Shelby Tucker, CFA",0.3006226322036261,male,RBC Capital Markets,"('CNP', '2019 q1')",0.0
26626,D,2019 q1,5510,0.666735429230027,"Mr. Shelby Tucker, CFA",0.4732213660267876,male,RBC Capital Markets,"('D', '2019 q1')",0.019734039902687073
26627,ED,2019 q1,5510,0.7085575076348496,"Mr. Shelby Tucker, CFA",0.7218662949300559,male,RBC Capital Markets,"('ED', '2019 q1')",0.03333333507180214
26628,ETR,2019 q1,5510,0.7883798578114537,"Mr. Shelby Tucker, CFA",0.7167360341283348,male,RBC Capital Markets,"('ETR', '2019 q1')",0.06742001324892044
26629,EXC,2019 q1,5510,0.7741318457938384,"Mr. Shelby Tucker, CFA",0.4333620405506746,male,RBC Capital Markets,"('EXC', '2019 q1')",0.07315905392169952
26630,PNW,2019 q1,5510,0.636265667603809,"Mr. Shelby Tucker, CFA",0.2241867226807505,male,RBC Capital Markets,"('PNW', '2019 q1')",0.012739738449454308
26631,PPL,2019 q1,5510,0.7987881921709149,"Mr. Shelby Tucker, CFA",0.4017304251540662,male,RBC Capital Markets,"('PPL', '2019 q1')",0.0
26632,D,2019 q1,5510,0.666735429230027,"Mr. Shahriar Pourreza, CFA",0.3412465967396246,male,Guggenheim Securities LLC,"('D', '2019 q1')",0.0
26633,DTE,2019 q1,5510,0.8581248185843585,"Mr. Shahriar Pourreza, CFA",0.6362555716296947,male,Guggenheim Securities LLC,"('DTE', '2019 q1')",0.0
26634,ED,2019 q1,5510,0.7085575076348496,"Mr. Shahriar Pourreza, CFA",0.2566411140407031,male,Guggenheim Securities LLC,"('ED', '2019 q1')",0.0
26635,EIX,2019 q1,5510,0.6097915750647753,"Mr. Shahriar Pourreza, CFA",0.3274501101157143,male,Guggenheim Securities LLC,"('EIX', '2019 q1')",0.0
26636,ES,2019 q1,5510,0.5831566129325056,"Mr. Shahriar Pourreza, CFA",0.2784606119750337,male,Guggenheim Securities LLC,"('ES', '2019 q1')",0.0
26637,ETR,2019 q1,5510,0.7883798578114537,"Mr. Shahriar Pourreza, CFA",0.4583654339548285,male,Guggenheim Securities LLC,"('ETR', '2019 q1')",0.0
26638,EVRG,2019 q1,5510,0.6642796184711561,"Mr. Shahriar Pourreza, CFA",0.4754735104315841,male,Guggenheim Securities LLC,"('EVRG', '2019 q1')",0.0200912244617939
26639,NI,2019 q1,5510,0.6895680042595917,"Mr. Shahriar Pourreza, CFA",0.4836343950372272,male,Guggenheim Securities LLC,"('NI', '2019 q1')",0.0
26640,PEG,2019 q1,5510,0.7927720365017754,"Mr. Shahriar Pourreza, CFA",0.3581316830910853,male,Guggenheim Securities LLC,"('PEG', '2019 q1')",0.0
26641,PNW,2019 q1,5510,0.636265667603809,"Mr. Shahriar Pourreza, CFA",0.1976947046515541,male,Guggenheim Securities LLC,"('PNW', '2019 q1')",0.0
26642,PPL,2019 q1,5510,0.7987881921709149,"Mr. Shahriar Pourreza, CFA",0.516336575833214,male,Guggenheim Securities LLC,"('PPL', '2019 q1')",0.0
26643,ES,2019 q1,5510,0.5831566129325056,Mr. Michael Gaugler,0.1884920826210216,male,Janney Montgomery Scott LLC,"('ES', '2019 q1')",0.0
26644,NRG,2019 q1,5510,0.6995922574582226,Mr. Antoine Aurimond,0.3251947053576002,male,BofA Global Research,"('NRG', '2019 q1')",0.0
26645,NRG,2019 q1,5510,0.6995922574582226,Mr. Abe Azar,0.8344678074774247,male,Deutsche Bank,"('NRG', '2019 q1')",0.0
26646,AEE,2019 q2,5510,0.6076571022485582,Christopher B. Muir,0.8614811815923704,male,CFRA Equity Research,"('AEE', '2019 q2')",0.0
26647,AEP,2019 q2,5510,0.705608990738537,Christopher B. Muir,0.8468316575311852,male,CFRA Equity Research,"('AEP', '2019 q2')",0.0
26648,CMS,2019 q2,5510,0.7935882922497345,Christopher B. Muir,0.986883795338552,male,CFRA Equity Research,"('CMS', '2019 q2')",0.0
26649,CNP,2019 q2,5510,0.5072823018237964,Christopher B. Muir,0.8430249783377903,male,CFRA Equity Research,"('CNP', '2019 q2')",0.0
26650,D,2019 q2,5510,0.5070410194719009,Christopher B. Muir,0.937207060570172,male,CFRA Equity Research,"('D', '2019 q2')",0.0
26651,DTE,2019 q2,5510,0.6854667683608986,Christopher B. Muir,0.9081067367276264,male,CFRA Equity Research,"('DTE', '2019 q2')",0.0
26652,DUK,2019 q2,5510,0.6354127928222315,Christopher B. Muir,0.9483683974803212,male,CFRA Equity Research,"('DUK', '2019 q2')",0.0
26653,ED,2019 q2,5510,0.6060938901265362,Christopher B. Muir,0.978347313686302,male,CFRA Equity Research,"('ED', '2019 q2')",0.0
26654,EIX,2019 q2,5510,0.6287713791481138,Christopher B. Muir,0.7786209804505633,male,CFRA Equity Research,"('EIX', '2019 q2')",0.0
26655,ES,2019 q2,5510,0.6574756569685087,Christopher B. Muir,0.8441003347420885,male,CFRA Equity Research,"('ES', '2019 q2')",0.0
26656,ETR,2019 q2,5510,0.6692016913111845,Christopher B. Muir,1.0,male,CFRA Equity Research,"('ETR', '2019 q2')",0.0
26657,EVRG,2019 q2,5510,0.9276719632205,Christopher B. Muir,1.0,male,CFRA Equity Research,"('EVRG', '2019 q2')",0.0
26658,EXC,2019 q2,5510,0.6164235885576157,Christopher B. Muir,0.8618626860266185,male,CFRA Equity Research,"('EXC', '2019 q2')",0.0
26659,FE,2019 q2,5510,0.6496867771219104,Christopher B. Muir,0.9564372274819212,male,CFRA Equity Research,"('FE', '2019 q2')",0.0
26660,LNT,2019 q2,5510,0.7193129118782733,Christopher B. Muir,0.8616174790152263,male,CFRA Equity Research,"('LNT', '2019 q2')",0.0
26661,NEE,2019 q2,5510,0.6162209989465346,Christopher B. Muir,0.9158768632672613,male,CFRA Equity Research,"('NEE', '2019 q2')",0.0
26662,NI,2019 q2,5510,0.5124275607358608,Christopher B. Muir,0.9294854904568818,male,CFRA Equity Research,"('NI', '2019 q2')",0.0
26663,PEG,2019 q2,5510,0.7400150253696272,Christopher B. Muir,0.9517133522454272,male,CFRA Equity Research,"('PEG', '2019 q2')",0.0
26664,PNW,2019 q2,5510,0.5001966661814388,Christopher B. Muir,0.9405721333516088,male,CFRA Equity Research,"('PNW', '2019 q2')",0.0
26665,PPL,2019 q2,5510,0.9744475317923704,Christopher B. Muir,0.987475898990814,male,CFRA Equity Research,"('PPL', '2019 q2')",0.0
26666,SO,2019 q2,5510,0.0,Christopher B. Muir,,male,CFRA Equity Research,"('SO', '2019 q2')",0.0
26667,SRE,2019 q2,5510,0.0,Christopher B. Muir,,male,CFRA Equity Research,"('SRE', '2019 q2')",0.0
26668,WEC,2019 q2,5510,0.8728898140855501,Christopher B. Muir,0.953626204030827,male,CFRA Equity Research,"('WEC', '2019 q2')",0.0
26669,XEL,2019 q2,5510,0.9580653252043566,Christopher B. Muir,0.980008180598344,male,CFRA Equity Research,"('XEL', '2019 q2')",0.0
26670,AEE,2019 q2,5510,0.6076571022485582,Mr. Julien P. Dumoulin-Smith,0.3631181942066006,male,BofA Global Research,"('AEE', '2019 q2')",0.0
26671,AEP,2019 q2,5510,0.705608990738537,Mr. Julien P. Dumoulin-Smith,0.4483871716327323,male,BofA Global Research,"('AEP', '2019 q2')",0.0
26672,AES,2019 q2,5510,0.8555945155439835,Mr. Julien P. Dumoulin-Smith,0.6137617333575915,male,BofA Global Research,"('AES', '2019 q2')",0.011111111690600714
26673,AWK,2019 q2,5510,0.6273975875600637,Mr. Julien P. Dumoulin-Smith,0.5781731492280177,male,BofA Global Research,"('AWK', '2019 q2')",0.0
26674,CMS,2019 q2,5510,0.7935882922497345,Mr. Julien P. Dumoulin-Smith,0.5467287244712593,male,BofA Global Research,"('CMS', '2019 q2')",0.0
26675,CNP,2019 q2,5510,0.5072823018237964,Mr. Julien P. Dumoulin-Smith,0.2295205713694391,male,BofA Global Research,"('CNP', '2019 q2')",0.0
26676,D,2019 q2,5510,0.5070410194719009,Mr. Julien P. Dumoulin-Smith,0.21036451734228,male,BofA Global Research,"('D', '2019 q2')",0.0
26677,DTE,2019 q2,5510,0.6854667683608986,Mr. Julien P. Dumoulin-Smith,0.4501920964396919,male,BofA Global Research,"('DTE', '2019 q2')",0.0
26678,DUK,2019 q2,5510,0.6354127928222315,Mr. Julien P. Dumoulin-Smith,0.2394290346462366,male,BofA Global Research,"('DUK', '2019 q2')",0.005141142290085554
26679,ED,2019 q2,5510,0.6060938901265362,Mr. Julien P. Dumoulin-Smith,0.2174827395681432,male,BofA Global Research,"('ED', '2019 q2')",0.011111111690600714
26680,EIX,2019 q2,5510,0.6287713791481138,Mr. Julien P. Dumoulin-Smith,0.239342143282177,male,BofA Global Research,"('EIX', '2019 q2')",0.0034005194902420044
26681,ETR,2019 q2,5510,0.6692016913111845,Mr. Julien P. Dumoulin-Smith,0.3025605917657445,male,BofA Global Research,"('ETR', '2019 q2')",0.00906931422650814
26682,EXC,2019 q2,5510,0.6164235885576157,Mr. Julien P. Dumoulin-Smith,0.2125035735873728,male,BofA Global Research,"('EXC', '2019 q2')",0.0
26683,FE,2019 q2,5510,0.6496867771219104,Mr. Julien P. Dumoulin-Smith,0.2528413769397693,male,BofA Global Research,"('FE', '2019 q2')",0.0
26684,LNT,2019 q2,5510,0.7193129118782733,Mr. Julien P. Dumoulin-Smith,0.5969321622418474,male,BofA Global Research,"('LNT', '2019 q2')",0.0
26685,NEE,2019 q2,5510,0.6162209989465346,Mr. Julien P. Dumoulin-Smith,0.2348333640600156,male,BofA Global Research,"('NEE', '2019 q2')",0.0
26686,NI,2019 q2,5510,0.5124275607358608,Mr. Julien P. Dumoulin-Smith,0.19952298823615,male,BofA Global Research,"('NI', '2019 q2')",0.005051851272583008
26687,NRG,2019 q2,5510,0.9145106103903048,Mr. Julien P. Dumoulin-Smith,0.6927547650674241,male,BofA Global Research,"('NRG', '2019 q2')",0.0
26688,PEG,2019 q2,5510,0.7400150253696272,Mr. Julien P. Dumoulin-Smith,0.5109441168374064,male,BofA Global Research,"('PEG', '2019 q2')",0.0
26689,PNW,2019 q2,5510,0.5001966661814388,Mr. Julien P. Dumoulin-Smith,0.2099595473555724,male,BofA Global Research,"('PNW', '2019 q2')",0.01666666753590107
26690,WEC,2019 q2,5510,0.8728898140855501,Mr. Julien P. Dumoulin-Smith,0.6634849786689422,male,BofA Global Research,"('WEC', '2019 q2')",0.01956644468009472
26691,AEE,2019 q2,5510,0.6076571022485582,"Mr. Andrew Bischof, CFA",0.7841129591033166,male,"Morningstar, Inc.","('AEE', '2019 q2')",0.0
26692,AEP,2019 q2,5510,0.705608990738537,"Mr. Andrew Bischof, CFA",0.7901366767907878,male,"Morningstar, Inc.","('AEP', '2019 q2')",0.0
26693,DUK,2019 q2,5510,0.6354127928222315,"Mr. Andrew Bischof, CFA",0.7545598912759844,male,"Morningstar, Inc.","('DUK', '2019 q2')",0.0
26694,EXC,2019 q2,5510,0.6164235885576157,"Mr. Andrew Bischof, CFA",0.8927157774589537,male,"Morningstar, Inc.","('EXC', '2019 q2')",0.0
26695,LNT,2019 q2,5510,0.7193129118782733,"Mr. Andrew Bischof, CFA",0.8285107448505781,male,"Morningstar, Inc.","('LNT', '2019 q2')",0.0
26696,NEE,2019 q2,5510,0.6162209989465346,"Mr. Andrew Bischof, CFA",0.7394934545906984,male,"Morningstar, Inc.","('NEE', '2019 q2')",0.0
26697,PPL,2019 q2,5510,0.9744475317923704,"Mr. Andrew Bischof, CFA",0.9366667224953976,male,"Morningstar, Inc.","('PPL', '2019 q2')",0.0
26698,WEC,2019 q2,5510,0.8728898140855501,"Mr. Andrew Bischof, CFA",0.8696806205749266,male,"Morningstar, Inc.","('WEC', '2019 q2')",0.0
26699,AEE,2019 q2,5510,0.6076571022485582,Mr. Stephen C. Byrd,0.2793564876477507,male,Morgan Stanley,"('AEE', '2019 q2')",0.014596661552786827
26700,AEP,2019 q2,5510,0.705608990738537,Mr. Stephen C. Byrd,0.4514735652208782,male,Morgan Stanley,"('AEP', '2019 q2')",0.0
26701,CNP,2019 q2,5510,0.5072823018237964,Mr. Stephen C. Byrd,0.1978116267758328,male,Morgan Stanley,"('CNP', '2019 q2')",0.0
26702,NEE,2019 q2,5510,0.6162209989465346,Mr. Stephen C. Byrd,0.1663699305195159,male,Morgan Stanley,"('NEE', '2019 q2')",0.0
26703,NRG,2019 q2,5510,0.9145106103903048,Mr. Stephen C. Byrd,0.9918730529727788,male,Morgan Stanley,"('NRG', '2019 q2')",0.0
26704,PNW,2019 q2,5510,0.5001966661814388,Mr. Stephen C. Byrd,0.2115230729109309,male,Morgan Stanley,"('PNW', '2019 q2')",0.0
26705,AEE,2019 q2,5510,0.6076571022485582,Greg Gordon,0.2965627203526639,male,EVERCORE ISI,"('AEE', '2019 q2')",0.01666666753590107
26706,AEP,2019 q2,5510,0.705608990738537,Greg Gordon,0.5629301351755994,male,EVERCORE ISI,"('AEP', '2019 q2')",0.03333333507180214
26707,CNP,2019 q2,5510,0.5072823018237964,Greg Gordon,0.1859255170498478,male,EVERCORE ISI,"('CNP', '2019 q2')",0.01666666753590107
26708,DUK,2019 q2,5510,0.6354127928222315,Greg Gordon,0.2613502418912204,male,EVERCORE ISI,"('DUK', '2019 q2')",0.0
26709,ED,2019 q2,5510,0.6060938901265362,Greg Gordon,0.2573339552730564,male,EVERCORE ISI,"('ED', '2019 q2')",0.0
26710,EIX,2019 q2,5510,0.6287713791481138,Greg Gordon,0.7239480152802611,male,EVERCORE ISI,"('EIX', '2019 q2')",0.03333333507180214
26711,ETR,2019 q2,5510,0.6692016913111845,Greg Gordon,0.2436980206874218,male,EVERCORE ISI,"('ETR', '2019 q2')",0.0
26712,NI,2019 q2,5510,0.5124275607358608,Greg Gordon,0.1737420668820246,male,EVERCORE ISI,"('NI', '2019 q2')",0.012058923952281475
26713,NRG,2019 q2,5510,0.9145106103903048,Greg Gordon,0.6666837913951842,male,EVERCORE ISI,"('NRG', '2019 q2')",0.0
26714,WEC,2019 q2,5510,0.8728898140855501,Greg Gordon,0.7252402423602369,male,EVERCORE ISI,"('WEC', '2019 q2')",0.03333333507180214
26715,AEE,2019 q2,5510,0.6076571022485582,Ali Agha,0.5807011394117751,male,SunTrust Robinson Humphrey Capital Markets,"('AEE', '2019 q2')",0.0
26716,AEP,2019 q2,5510,0.705608990738537,Ali Agha,0.4396370811835648,male,SunTrust Robinson Humphrey Capital Markets,"('AEP', '2019 q2')",0.0
26717,CNP,2019 q2,5510,0.5072823018237964,Ali Agha,0.4538629726651225,male,SunTrust Robinson Humphrey Capital Markets,"('CNP', '2019 q2')",0.0
26718,DUK,2019 q2,5510,0.6354127928222315,Ali Agha,0.5259394515871182,male,SunTrust Robinson Humphrey Capital Markets,"('DUK', '2019 q2')",0.0
26719,EIX,2019 q2,5510,0.6287713791481138,Ali Agha,0.3479518287535895,male,SunTrust Robinson Humphrey Capital Markets,"('EIX', '2019 q2')",0.0
26720,EXC,2019 q2,5510,0.6164235885576157,Ali Agha,0.3307802324157887,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2019 q2')",0.0
26721,NRG,2019 q2,5510,0.9145106103903048,Ali Agha,0.7161977682335106,male,SunTrust Robinson Humphrey Capital Markets,"('NRG', '2019 q2')",0.0
26722,PNW,2019 q2,5510,0.5001966661814388,Ali Agha,0.498733632373723,male,SunTrust Robinson Humphrey Capital Markets,"('PNW', '2019 q2')",0.0
26723,AEE,2019 q2,5510,0.6076571022485582,Neil Kalton,0.2866363245072376,male,"Wells Fargo Securities, LLC","('AEE', '2019 q2')",0.0
26724,AEP,2019 q2,5510,0.705608990738537,Neil Kalton,0.376906459679207,male,"Wells Fargo Securities, LLC","('AEP', '2019 q2')",0.0
26725,DTE,2019 q2,5510,0.6854667683608986,Neil Kalton,0.4236261457458326,male,"Wells Fargo Securities, LLC","('DTE', '2019 q2')",0.0
26726,EIX,2019 q2,5510,0.6287713791481138,Neil Kalton,0.2476511519727525,male,"Wells Fargo Securities, LLC","('EIX', '2019 q2')",0.0
26727,ETR,2019 q2,5510,0.6692016913111845,Neil Kalton,0.2818695721204313,male,"Wells Fargo Securities, LLC","('ETR', '2019 q2')",0.0
26728,EXC,2019 q2,5510,0.6164235885576157,Neil Kalton,0.1925626833650667,male,"Wells Fargo Securities, LLC","('EXC', '2019 q2')",0.0
26729,FE,2019 q2,5510,0.6496867771219104,Neil Kalton,0.3638721327352142,male,"Wells Fargo Securities, LLC","('FE', '2019 q2')",0.0
26730,LNT,2019 q2,5510,0.7193129118782733,Neil Kalton,0.3789528695559375,male,"Wells Fargo Securities, LLC","('LNT', '2019 q2')",0.021913446485996246
26731,NEE,2019 q2,5510,0.6162209989465346,Neil Kalton,0.1836793026599258,male,"Wells Fargo Securities, LLC","('NEE', '2019 q2')",0.0
26732,NI,2019 q2,5510,0.5124275607358608,Neil Kalton,0.1897846431210668,male,"Wells Fargo Securities, LLC","('NI', '2019 q2')",0.02910318598151207
26733,PNW,2019 q2,5510,0.5001966661814388,Neil Kalton,0.2142253934340104,male,"Wells Fargo Securities, LLC","('PNW', '2019 q2')",0.0
26734,AEP,2019 q2,5510,0.705608990738537,Mr. Jonathan P. Arnold,0.883299656432101,male,Deutsche Bank,"('AEP', '2019 q2')",0.0
26735,DUK,2019 q2,5510,0.6354127928222315,Mr. Jonathan P. Arnold,0.7812534091212212,male,Deutsche Bank,"('DUK', '2019 q2')",0.0
26736,EIX,2019 q2,5510,0.6287713791481138,Mr. Jonathan P. Arnold,0.6344049788613997,male,Deutsche Bank,"('EIX', '2019 q2')",0.0
26737,ETR,2019 q2,5510,0.6692016913111845,Mr. Jonathan P. Arnold,0.9594393352850832,male,Deutsche Bank,"('ETR', '2019 q2')",0.0
26738,EXC,2019 q2,5510,0.6164235885576157,Mr. Jonathan P. Arnold,0.7882503808232287,male,Deutsche Bank,"('EXC', '2019 q2')",0.0
26739,NEE,2019 q2,5510,0.6162209989465346,Mr. Jonathan P. Arnold,0.2075333074053155,male,Deutsche Bank,"('NEE', '2019 q2')",0.0
26740,WEC,2019 q2,5510,0.8728898140855501,Mr. Jonathan P. Arnold,0.867367166174389,male,Deutsche Bank,"('WEC', '2019 q2')",0.0
26741,AEP,2019 q2,5510,0.705608990738537,Mr. Steve Fleishman,0.2679530479407174,male,Wolfe Research,"('AEP', '2019 q2')",0.0
26742,AES,2019 q2,5510,0.8555945155439835,Mr. Steve Fleishman,0.6333636600559135,male,Wolfe Research,"('AES', '2019 q2')",0.01106195617467165
26743,AWK,2019 q2,5510,0.6273975875600637,Mr. Steve Fleishman,0.3820501052518842,male,Wolfe Research,"('AWK', '2019 q2')",0.0
26744,CNP,2019 q2,5510,0.5072823018237964,Mr. Steve Fleishman,0.1530554155906017,male,Wolfe Research,"('CNP', '2019 q2')",0.0
26745,D,2019 q2,5510,0.5070410194719009,Mr. Steve Fleishman,0.2187811428525481,male,Wolfe Research,"('D', '2019 q2')",0.0
26746,DTE,2019 q2,5510,0.6854667683608986,Mr. Steve Fleishman,0.3683077577096426,male,Wolfe Research,"('DTE', '2019 q2')",0.0
26747,DUK,2019 q2,5510,0.6354127928222315,Mr. Steve Fleishman,0.2611136253722689,male,Wolfe Research,"('DUK', '2019 q2')",0.021309341614445053
26748,ED,2019 q2,5510,0.6060938901265362,Mr. Steve Fleishman,0.2215973582326526,male,Wolfe Research,"('ED', '2019 q2')",0.0
26749,EIX,2019 q2,5510,0.6287713791481138,Mr. Steve Fleishman,0.2363375116897377,male,Wolfe Research,"('EIX', '2019 q2')",0.004585727738837401
26750,ES,2019 q2,5510,0.6574756569685087,Mr. Steve Fleishman,0.3656652025111068,male,Wolfe Research,"('ES', '2019 q2')",0.0
26751,ETR,2019 q2,5510,0.6692016913111845,Mr. Steve Fleishman,0.2828800228933297,male,Wolfe Research,"('ETR', '2019 q2')",0.0
26752,EVRG,2019 q2,5510,0.9276719632205,Mr. Steve Fleishman,0.8765283179438054,male,Wolfe Research,"('EVRG', '2019 q2')",0.0501047782599926
26753,EXC,2019 q2,5510,0.6164235885576157,Mr. Steve Fleishman,0.3290229683723882,male,Wolfe Research,"('EXC', '2019 q2')",0.004827102359670859
26754,FE,2019 q2,5510,0.6496867771219104,Mr. Steve Fleishman,0.3335688194023508,male,Wolfe Research,"('FE', '2019 q2')",0.0
26755,NEE,2019 q2,5510,0.6162209989465346,Mr. Steve Fleishman,0.1593504363296503,male,Wolfe Research,"('NEE', '2019 q2')",0.0
26756,NI,2019 q2,5510,0.5124275607358608,Mr. Steve Fleishman,0.1656087719673736,male,Wolfe Research,"('NI', '2019 q2')",0.0
26757,WEC,2019 q2,5510,0.8728898140855501,Mr. Steve Fleishman,0.5958823889397329,male,Wolfe Research,"('WEC', '2019 q2')",0.0
26758,XEL,2019 q2,5510,0.9580653252043566,Mr. Steve Fleishman,0.9365673053686012,male,Wolfe Research,"('XEL', '2019 q2')",0.0
26759,AEP,2019 q2,5510,0.705608990738537,Research Department,0.5629301351755994,Not a person,Sturdivant & Co.,"('AEP', '2019 q2')",0.03333333507180214
26760,AES,2019 q2,5510,0.8555945155439835,"Charles J. Fishman, CFA, CFA",0.8958152671109055,male,"Morningstar, Inc.","('AES', '2019 q2')",0.0
26761,AES,2019 q2,5510,0.8555945155439835,SADIF Research,0.9575043624256704,Not a person,Sadif Analytics Prime,"('AES', '2019 q2')",0.9674509167671204
26762,NEE,2019 q2,5510,0.6162209989465346,SADIF Research,0.9953030459187526,Not a person,Sadif Analytics Prime,"('NEE', '2019 q2')",0.9686185717582703
26763,NRG,2019 q2,5510,0.9145106103903048,SADIF Research,0.9931840646445356,Not a person,Sadif Analytics Prime,"('NRG', '2019 q2')",0.9415160417556763
26764,PPL,2019 q2,5510,0.9744475317923704,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PPL', '2019 q2')",0.9789264798164368
26765,WEC,2019 q2,5510,0.8728898140855501,SADIF Research,0.9607486695936228,Not a person,Sadif Analytics Prime,"('WEC', '2019 q2')",0.9703254103660583
26766,AES,2019 q2,5510,0.8555945155439835,Paige Marcus,0.926449170867794,female,CFRA Equity Research,"('AES', '2019 q2')",0.0
26767,ATO,2019 q2,5510,0.9849767352335638,Paige Marcus,0.9849767352335638,female,CFRA Equity Research,"('ATO', '2019 q2')",0.0
26768,NRG,2019 q2,5510,0.9145106103903048,Paige Marcus,0.8867447049700747,female,CFRA Equity Research,"('NRG', '2019 q2')",0.0
26769,AES,2019 q2,5510,0.8555945155439835,"Mr. Shelby Tucker, CFA",0.7246810488150797,male,RBC Capital Markets,"('AES', '2019 q2')",0.03333333507180214
26770,PNW,2019 q2,5510,0.5001966661814388,"Mr. Shelby Tucker, CFA",0.1545109569019346,male,RBC Capital Markets,"('PNW', '2019 q2')",0.0
26771,ATO,2019 q2,5510,0.9849767352335638,"Charles J. Fishman, CFA",0.9849767352335638,male,"Morningstar, Inc.","('ATO', '2019 q2')",0.0
26772,AWK,2019 q2,5510,0.6273975875600637,"Charles J. Fishman, CFA",0.8164996848674261,male,"Morningstar, Inc.","('AWK', '2019 q2')",0.0
26773,CNP,2019 q2,5510,0.5072823018237964,"Charles J. Fishman, CFA",0.7919412445864601,male,"Morningstar, Inc.","('CNP', '2019 q2')",0.011111111690600714
26774,D,2019 q2,5510,0.5070410194719009,"Charles J. Fishman, CFA",0.4998189295753478,male,"Morningstar, Inc.","('D', '2019 q2')",0.0
26775,DTE,2019 q2,5510,0.6854667683608986,"Charles J. Fishman, CFA",0.8874227195213552,male,"Morningstar, Inc.","('DTE', '2019 q2')",0.0
26776,ED,2019 q2,5510,0.6060938901265362,"Charles J. Fishman, CFA",0.925499814374579,male,"Morningstar, Inc.","('ED', '2019 q2')",0.0
26777,ETR,2019 q2,5510,0.6692016913111845,"Charles J. Fishman, CFA",0.880195717468095,male,"Morningstar, Inc.","('ETR', '2019 q2')",0.0
26778,EVRG,2019 q2,5510,0.9276719632205,"Charles J. Fishman, CFA",0.8765283179438054,male,"Morningstar, Inc.","('EVRG', '2019 q2')",0.0
26779,FE,2019 q2,5510,0.6496867771219104,"Charles J. Fishman, CFA",0.8849094431892832,male,"Morningstar, Inc.","('FE', '2019 q2')",0.0
26780,NI,2019 q2,5510,0.5124275607358608,"Charles J. Fishman, CFA",0.887767716046384,male,"Morningstar, Inc.","('NI', '2019 q2')",0.0
26781,PNW,2019 q2,5510,0.5001966661814388,"Charles J. Fishman, CFA",0.6996295084910397,male,"Morningstar, Inc.","('PNW', '2019 q2')",0.0
26782,CMS,2019 q2,5510,0.7935882922497345,Mr. Travis Miller,0.9174283459979026,male,"Morningstar, Inc.","('CMS', '2019 q2')",0.0
26783,EIX,2019 q2,5510,0.6287713791481138,Mr. Travis Miller,0.8541653153022329,male,"Morningstar, Inc.","('EIX', '2019 q2')",0.0
26784,ES,2019 q2,5510,0.6574756569685087,Mr. Travis Miller,0.8360521846979857,male,"Morningstar, Inc.","('ES', '2019 q2')",0.0
26785,NRG,2019 q2,5510,0.9145106103903048,Mr. Travis Miller,0.9409454959662564,male,"Morningstar, Inc.","('NRG', '2019 q2')",0.0
26786,PEG,2019 q2,5510,0.7400150253696272,Mr. Travis Miller,0.8128980999227325,male,"Morningstar, Inc.","('PEG', '2019 q2')",0.0
26787,XEL,2019 q2,5510,0.9580653252043566,Mr. Travis Miller,0.941051284574382,male,"Morningstar, Inc.","('XEL', '2019 q2')",0.0
26788,CMS,2019 q2,5510,0.7935882922497345,Mr. Michael Weinstein,0.523188191224438,male,Credit Suisse,"('CMS', '2019 q2')",0.0
26789,CNP,2019 q2,5510,0.5072823018237964,Mr. Michael Weinstein,0.214940362265658,male,Credit Suisse,"('CNP', '2019 q2')",0.0
26790,D,2019 q2,5510,0.5070410194719009,Mr. Michael Weinstein,0.2478166157914462,male,Credit Suisse,"('D', '2019 q2')",0.0
26791,ED,2019 q2,5510,0.6060938901265362,Mr. Michael Weinstein,0.2865199826269007,male,Credit Suisse,"('ED', '2019 q2')",0.0
26792,ES,2019 q2,5510,0.6574756569685087,Mr. Michael Weinstein,0.3552738739821478,male,Credit Suisse,"('ES', '2019 q2')",0.0
26793,EXC,2019 q2,5510,0.6164235885576157,Mr. Michael Weinstein,0.2179243604267054,male,Credit Suisse,"('EXC', '2019 q2')",0.0
26794,PNW,2019 q2,5510,0.5001966661814388,Mr. Michael Weinstein,0.1948928490801242,male,Credit Suisse,"('PNW', '2019 q2')",0.013638395816087723
26795,D,2019 q2,5510,0.5070410194719009,"Mr. Shahriar Pourreza, CFA",0.3522269863138592,male,Guggenheim Securities LLC,"('D', '2019 q2')",0.0
26796,ED,2019 q2,5510,0.6060938901265362,"Mr. Shahriar Pourreza, CFA",0.5338542648399767,male,Guggenheim Securities LLC,"('ED', '2019 q2')",0.043748803436756134
26797,ETR,2019 q2,5510,0.6692016913111845,"Mr. Shahriar Pourreza, CFA",0.3722419735601029,male,Guggenheim Securities LLC,"('ETR', '2019 q2')",0.0
26798,FE,2019 q2,5510,0.6496867771219104,"Mr. Shahriar Pourreza, CFA",0.2546249437183775,male,Guggenheim Securities LLC,"('FE', '2019 q2')",0.0
26799,NEE,2019 q2,5510,0.6162209989465346,"Mr. Shahriar Pourreza, CFA",0.193118675621596,male,Guggenheim Securities LLC,"('NEE', '2019 q2')",0.0
26800,PEG,2019 q2,5510,0.7400150253696272,"Mr. Shahriar Pourreza, CFA",0.4699254649802856,male,Guggenheim Securities LLC,"('PEG', '2019 q2')",0.0
26801,PPL,2019 q2,5510,0.9744475317923704,"Mr. Shahriar Pourreza, CFA",0.9453839503420604,male,Guggenheim Securities LLC,"('PPL', '2019 q2')",0.0
26802,DUK,2019 q2,5510,0.6354127928222315,"Eric Beaumont, CFA, CFA",0.2936602169640395,male,Barclays,"('DUK', '2019 q2')",0.0
26803,EIX,2019 q2,5510,0.6287713791481138,"Eric Beaumont, CFA, CFA",0.3620406739482477,male,Barclays,"('EIX', '2019 q2')",0.00762518122792244
26804,ES,2019 q2,5510,0.6574756569685087,"Eric Beaumont, CFA, CFA",0.5996083311469367,male,Barclays,"('ES', '2019 q2')",0.0
26805,FE,2019 q2,5510,0.6496867771219104,"Eric Beaumont, CFA, CFA",0.6232582090030554,male,Barclays,"('FE', '2019 q2')",0.0
26806,NEE,2019 q2,5510,0.6162209989465346,"Eric Beaumont, CFA, CFA",0.7897956479692451,male,Barclays,"('NEE', '2019 q2')",0.0
26807,NI,2019 q2,5510,0.5124275607358608,"Eric Beaumont, CFA, CFA",0.2312864927890714,male,Barclays,"('NI', '2019 q2')",0.0
26808,ES,2019 q2,5510,0.6574756569685087,Mr. Michael Gaugler,0.3782243574274424,male,Janney Montgomery Scott LLC,"('ES', '2019 q2')",0.030126487836241722
26809,EXC,2019 q2,5510,0.6164235885576157,"Mr. Andrew M. Weisel, CFA",0.4722791631151083,male,Scotiabank GBM,"('EXC', '2019 q2')",0.0
26810,NEE,2019 q2,5510,0.6162209989465346,"Mr. Andrew M. Weisel, CFA",0.4421573398170856,male,Scotiabank GBM,"('NEE', '2019 q2')",0.0
26811,FE,2019 q2,5510,0.6496867771219104,Vaibhav Vaishnav,0.5097639224807373,male,Scotiabank GBM,"('FE', '2019 q2')",0.0
26812,NRG,2019 q2,5510,0.9145106103903048,Mr. Abe Azar,0.9575531959102648,male,Deutsche Bank,"('NRG', '2019 q2')",0.0
26813,PNW,2019 q2,5510,0.5001966661814388,David Peters,0.1864245476041371,male,Wolfe Research,"('PNW', '2019 q2')",0.0
26814,AEE,2019 q3,5510,0.6302562051662313,Ali Agha,0.6046093612668403,male,SunTrust Robinson Humphrey Capital Markets,"('AEE', '2019 q3')",0.0
26815,AEP,2019 q3,5510,0.6547673627640552,Ali Agha,0.3867689697542332,male,SunTrust Robinson Humphrey Capital Markets,"('AEP', '2019 q3')",0.0
26816,CNP,2019 q3,5510,0.545094442131969,Ali Agha,0.3311619477128671,male,SunTrust Robinson Humphrey Capital Markets,"('CNP', '2019 q3')",0.0
26817,EIX,2019 q3,5510,0.4859841271140208,Ali Agha,0.2886626293536399,male,SunTrust Robinson Humphrey Capital Markets,"('EIX', '2019 q3')",0.0
26818,EVRG,2019 q3,5510,0.5802688024081841,Ali Agha,0.5793924654125767,male,SunTrust Robinson Humphrey Capital Markets,"('EVRG', '2019 q3')",0.0
26819,EXC,2019 q3,5510,0.4474349824818185,Ali Agha,0.2960923122692925,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2019 q3')",0.0
26820,NRG,2019 q3,5510,0.7200915208771317,Ali Agha,0.6008843008938521,male,SunTrust Robinson Humphrey Capital Markets,"('NRG', '2019 q3')",0.0
26821,PNW,2019 q3,5510,0.5848341347872579,Ali Agha,0.5184250858416322,male,SunTrust Robinson Humphrey Capital Markets,"('PNW', '2019 q3')",0.0
26822,XEL,2019 q3,5510,0.6912868089195838,Ali Agha,0.4256665404627497,male,SunTrust Robinson Humphrey Capital Markets,"('XEL', '2019 q3')",0.0
26823,AEE,2019 q3,5510,0.6302562051662313,"Mr. Andrew Bischof, CFA",0.7771909189944143,male,"Morningstar, Inc.","('AEE', '2019 q3')",0.0
26824,AEP,2019 q3,5510,0.6547673627640552,"Mr. Andrew Bischof, CFA",0.8013456960251331,male,"Morningstar, Inc.","('AEP', '2019 q3')",0.0
26825,DUK,2019 q3,5510,0.5983495403017753,"Mr. Andrew Bischof, CFA",0.7995179808448252,male,"Morningstar, Inc.","('DUK', '2019 q3')",0.0
26826,EXC,2019 q3,5510,0.4474349824818185,"Mr. Andrew Bischof, CFA",0.8997255130972864,male,"Morningstar, Inc.","('EXC', '2019 q3')",0.0
26827,LNT,2019 q3,5510,0.9402465922673112,"Mr. Andrew Bischof, CFA",0.9297009504597374,male,"Morningstar, Inc.","('LNT', '2019 q3')",0.0
26828,NEE,2019 q3,5510,0.5573199908507068,"Mr. Andrew Bischof, CFA",0.6356014813136632,male,"Morningstar, Inc.","('NEE', '2019 q3')",0.0
26829,PPL,2019 q3,5510,0.8625164171184926,"Mr. Andrew Bischof, CFA",0.9283311252913926,male,"Morningstar, Inc.","('PPL', '2019 q3')",0.0
26830,SRE,2019 q3,5510,0.6165486372780049,"Mr. Andrew Bischof, CFA",0.7094303200930901,male,"Morningstar, Inc.","('SRE', '2019 q3')",0.0
26831,WEC,2019 q3,5510,0.6532594969513064,"Mr. Andrew Bischof, CFA",0.8318637873630575,male,"Morningstar, Inc.","('WEC', '2019 q3')",0.0
26832,AEE,2019 q3,5510,0.6302562051662313,Mr. Stephen C. Byrd,0.3768253974133126,male,Morgan Stanley,"('AEE', '2019 q3')",0.015191086940467358
26833,D,2019 q3,5510,0.7792496815560748,Mr. Stephen C. Byrd,0.4658823206692218,male,Morgan Stanley,"('D', '2019 q3')",0.0
26834,DUK,2019 q3,5510,0.5983495403017753,Mr. Stephen C. Byrd,0.2757330007213391,male,Morgan Stanley,"('DUK', '2019 q3')",0.0
26835,EIX,2019 q3,5510,0.4859841271140208,Mr. Stephen C. Byrd,0.1591836569803416,male,Morgan Stanley,"('EIX', '2019 q3')",0.0
26836,ETR,2019 q3,5510,0.5326155991502187,Mr. Stephen C. Byrd,0.2306599815584972,male,Morgan Stanley,"('ETR', '2019 q3')",0.0
26837,EXC,2019 q3,5510,0.4474349824818185,Mr. Stephen C. Byrd,0.1770466877941998,male,Morgan Stanley,"('EXC', '2019 q3')",0.0
26838,NEE,2019 q3,5510,0.5573199908507068,Mr. Stephen C. Byrd,0.2342723281025931,male,Morgan Stanley,"('NEE', '2019 q3')",0.0
26839,PNW,2019 q3,5510,0.5848341347872579,Mr. Stephen C. Byrd,0.4867691501417829,male,Morgan Stanley,"('PNW', '2019 q3')",0.0
26840,AEE,2019 q3,5510,0.6302562051662313,Mr. Julien P. Dumoulin-Smith,0.3556044437652388,male,BofA Global Research,"('AEE', '2019 q3')",0.009097707457840443
26841,AEP,2019 q3,5510,0.6547673627640552,Mr. Julien P. Dumoulin-Smith,0.3083429122424342,male,BofA Global Research,"('AEP', '2019 q3')",0.0
26842,CMS,2019 q3,5510,0.7339375516019426,Mr. Julien P. Dumoulin-Smith,0.4065388495784944,male,BofA Global Research,"('CMS', '2019 q3')",0.0
26843,CNP,2019 q3,5510,0.545094442131969,Mr. Julien P. Dumoulin-Smith,0.1541991469947383,male,BofA Global Research,"('CNP', '2019 q3')",0.008191647240892053
26844,DTE,2019 q3,5510,0.7508593960632275,Mr. Julien P. Dumoulin-Smith,0.6460863974073818,male,BofA Global Research,"('DTE', '2019 q3')",0.0
26845,ED,2019 q3,5510,0.6648398809923173,Mr. Julien P. Dumoulin-Smith,0.4009310309594512,male,BofA Global Research,"('ED', '2019 q3')",0.01094064861536026
26846,EIX,2019 q3,5510,0.4859841271140208,Mr. Julien P. Dumoulin-Smith,0.1417633385442903,male,BofA Global Research,"('EIX', '2019 q3')",0.004378228913992643
26847,ES,2019 q3,5510,0.6348192417727514,Mr. Julien P. Dumoulin-Smith,0.2190498490635327,male,BofA Global Research,"('ES', '2019 q3')",0.0
26848,ETR,2019 q3,5510,0.5326155991502187,Mr. Julien P. Dumoulin-Smith,0.2519320082042048,male,BofA Global Research,"('ETR', '2019 q3')",0.0
26849,EVRG,2019 q3,5510,0.5802688024081841,Mr. Julien P. Dumoulin-Smith,0.2745307087867961,male,BofA Global Research,"('EVRG', '2019 q3')",0.007020174991339445
26850,EXC,2019 q3,5510,0.4474349824818185,Mr. Julien P. Dumoulin-Smith,0.1141826179022316,male,BofA Global Research,"('EXC', '2019 q3')",0.0
26851,LNT,2019 q3,5510,0.9402465922673112,Mr. Julien P. Dumoulin-Smith,0.8979945524605221,male,BofA Global Research,"('LNT', '2019 q3')",0.0
26852,NRG,2019 q3,5510,0.7200915208771317,Mr. Julien P. Dumoulin-Smith,0.463163043362536,male,BofA Global Research,"('NRG', '2019 q3')",0.0
26853,PEG,2019 q3,5510,0.5256024876266477,Mr. Julien P. Dumoulin-Smith,0.2341507857950141,male,BofA Global Research,"('PEG', '2019 q3')",0.0
26854,PNW,2019 q3,5510,0.5848341347872579,Mr. Julien P. Dumoulin-Smith,0.2155051389628864,male,BofA Global Research,"('PNW', '2019 q3')",0.00796092301607132
26855,PPL,2019 q3,5510,0.8625164171184926,Mr. Julien P. Dumoulin-Smith,0.7305798538585037,male,BofA Global Research,"('PPL', '2019 q3')",0.0396789014339447
26856,WEC,2019 q3,5510,0.6532594969513064,Mr. Julien P. Dumoulin-Smith,0.2004886043093387,male,BofA Global Research,"('WEC', '2019 q3')",0.0
26857,XEL,2019 q3,5510,0.6912868089195838,Mr. Julien P. Dumoulin-Smith,0.5144150989120049,male,BofA Global Research,"('XEL', '2019 q3')",0.007342676632106304
26858,AEE,2019 q3,5510,0.6302562051662313,Christopher B. Muir,0.9025041583494248,male,CFRA Equity Research,"('AEE', '2019 q3')",0.0
26859,AEP,2019 q3,5510,0.6547673627640552,Christopher B. Muir,0.889198276795118,male,CFRA Equity Research,"('AEP', '2019 q3')",0.0
26860,CMS,2019 q3,5510,0.7339375516019426,Christopher B. Muir,0.9873506332379663,male,CFRA Equity Research,"('CMS', '2019 q3')",0.0
26861,CNP,2019 q3,5510,0.545094442131969,Christopher B. Muir,0.9309300505979536,male,CFRA Equity Research,"('CNP', '2019 q3')",0.0
26862,D,2019 q3,5510,0.7792496815560748,Christopher B. Muir,0.969965115813576,male,CFRA Equity Research,"('D', '2019 q3')",0.0
26863,DTE,2019 q3,5510,0.7508593960632275,Christopher B. Muir,0.9074317805592178,male,CFRA Equity Research,"('DTE', '2019 q3')",0.0
26864,DUK,2019 q3,5510,0.5983495403017753,Christopher B. Muir,0.9879120147936694,male,CFRA Equity Research,"('DUK', '2019 q3')",0.0
26865,ED,2019 q3,5510,0.6648398809923173,Christopher B. Muir,0.9610796265210184,male,CFRA Equity Research,"('ED', '2019 q3')",0.0
26866,EIX,2019 q3,5510,0.4859841271140208,Christopher B. Muir,0.7547853076995742,male,CFRA Equity Research,"('EIX', '2019 q3')",0.0
26867,ES,2019 q3,5510,0.6348192417727514,Christopher B. Muir,0.8135971744910805,male,CFRA Equity Research,"('ES', '2019 q3')",0.0
26868,ETR,2019 q3,5510,0.5326155991502187,Christopher B. Muir,0.9705654557623066,male,CFRA Equity Research,"('ETR', '2019 q3')",0.0
26869,EVRG,2019 q3,5510,0.5802688024081841,Christopher B. Muir,0.9087258820229082,male,CFRA Equity Research,"('EVRG', '2019 q3')",0.0
26870,EXC,2019 q3,5510,0.4474349824818185,Christopher B. Muir,0.8670505618795962,male,CFRA Equity Research,"('EXC', '2019 q3')",0.0
26871,FE,2019 q3,5510,0.8806233873532946,Christopher B. Muir,0.9470290810652976,male,CFRA Equity Research,"('FE', '2019 q3')",0.0
26872,LNT,2019 q3,5510,0.9402465922673112,Christopher B. Muir,0.9697949146893792,male,CFRA Equity Research,"('LNT', '2019 q3')",0.0
26873,NEE,2019 q3,5510,0.5573199908507068,Christopher B. Muir,0.8965221273800315,male,CFRA Equity Research,"('NEE', '2019 q3')",0.0
26874,NI,2019 q3,5510,0.6158000522271154,Christopher B. Muir,0.8789365345875608,male,CFRA Equity Research,"('NI', '2019 q3')",0.0
26875,PEG,2019 q3,5510,0.5256024876266477,Christopher B. Muir,0.9254858407738736,male,CFRA Equity Research,"('PEG', '2019 q3')",0.0
26876,PNW,2019 q3,5510,0.5848341347872579,Christopher B. Muir,0.9370727787093268,male,CFRA Equity Research,"('PNW', '2019 q3')",0.0
26877,PPL,2019 q3,5510,0.8625164171184926,Christopher B. Muir,0.9864573655904972,male,CFRA Equity Research,"('PPL', '2019 q3')",0.0
26878,SO,2019 q3,5510,0.0,Christopher B. Muir,,male,CFRA Equity Research,"('SO', '2019 q3')",0.0
26879,SRE,2019 q3,5510,0.6165486372780049,Christopher B. Muir,0.8673410471561595,male,CFRA Equity Research,"('SRE', '2019 q3')",0.0
26880,WEC,2019 q3,5510,0.6532594969513064,Christopher B. Muir,0.9864566967116344,male,CFRA Equity Research,"('WEC', '2019 q3')",0.0
26881,XEL,2019 q3,5510,0.6912868089195838,Christopher B. Muir,0.8620386788576212,male,CFRA Equity Research,"('XEL', '2019 q3')",0.0
26882,AEE,2019 q3,5510,0.6302562051662313,Mr. Steve Fleishman,0.2630531060109651,male,Wolfe Research,"('AEE', '2019 q3')",0.0
26883,AEP,2019 q3,5510,0.6547673627640552,Mr. Steve Fleishman,0.2748581265751245,male,Wolfe Research,"('AEP', '2019 q3')",0.0
26884,AES,2019 q3,5510,0.9063166513412584,Mr. Steve Fleishman,0.872195013244839,male,Wolfe Research,"('AES', '2019 q3')",0.0
26885,CMS,2019 q3,5510,0.7339375516019426,Mr. Steve Fleishman,0.4328836236468893,male,Wolfe Research,"('CMS', '2019 q3')",0.0
26886,CNP,2019 q3,5510,0.545094442131969,Mr. Steve Fleishman,0.1663356589437153,male,Wolfe Research,"('CNP', '2019 q3')",0.0
26887,D,2019 q3,5510,0.7792496815560748,Mr. Steve Fleishman,0.4991091780968191,male,Wolfe Research,"('D', '2019 q3')",0.0
26888,DTE,2019 q3,5510,0.7508593960632275,Mr. Steve Fleishman,0.4060551710476379,male,Wolfe Research,"('DTE', '2019 q3')",0.0
26889,ED,2019 q3,5510,0.6648398809923173,Mr. Steve Fleishman,0.3038596081432826,male,Wolfe Research,"('ED', '2019 q3')",0.0
26890,EIX,2019 q3,5510,0.4859841271140208,Mr. Steve Fleishman,0.1240446664408686,male,Wolfe Research,"('EIX', '2019 q3')",0.0
26891,ES,2019 q3,5510,0.6348192417727514,Mr. Steve Fleishman,0.7814520067881257,male,Wolfe Research,"('ES', '2019 q3')",0.03333333507180214
26892,EVRG,2019 q3,5510,0.5802688024081841,Mr. Steve Fleishman,0.2591066523603454,male,Wolfe Research,"('EVRG', '2019 q3')",0.044573090970516205
26893,EXC,2019 q3,5510,0.4474349824818185,Mr. Steve Fleishman,0.2134715819440054,male,Wolfe Research,"('EXC', '2019 q3')",0.01049679983407259
26894,FE,2019 q3,5510,0.8806233873532946,Mr. Steve Fleishman,0.8097885214044279,male,Wolfe Research,"('FE', '2019 q3')",0.0
26895,NI,2019 q3,5510,0.6158000522271154,Mr. Steve Fleishman,0.3422277665933998,male,Wolfe Research,"('NI', '2019 q3')",0.020175037905573845
26896,NRG,2019 q3,5510,0.7200915208771317,Mr. Steve Fleishman,0.4211399575406035,male,Wolfe Research,"('NRG', '2019 q3')",0.0
26897,PEG,2019 q3,5510,0.5256024876266477,Mr. Steve Fleishman,0.184018666177014,male,Wolfe Research,"('PEG', '2019 q3')",0.0
26898,PNW,2019 q3,5510,0.5848341347872579,Mr. Steve Fleishman,0.2693144529253589,male,Wolfe Research,"('PNW', '2019 q3')",0.0
26899,SRE,2019 q3,5510,0.6165486372780049,Mr. Steve Fleishman,0.3190203465715994,male,Wolfe Research,"('SRE', '2019 q3')",0.0
26900,WEC,2019 q3,5510,0.6532594969513064,Mr. Steve Fleishman,0.2448047832392061,male,Wolfe Research,"('WEC', '2019 q3')",0.013045264407992363
26901,XEL,2019 q3,5510,0.6912868089195838,Mr. Steve Fleishman,0.4430936905301837,male,Wolfe Research,"('XEL', '2019 q3')",0.0
26902,AEE,2019 q3,5510,0.6302562051662313,Greg Gordon,0.3368129775032195,male,EVERCORE ISI,"('AEE', '2019 q3')",0.01666666753590107
26903,AEP,2019 q3,5510,0.6547673627640552,Greg Gordon,0.3112079692339663,male,EVERCORE ISI,"('AEP', '2019 q3')",0.0
26904,CNP,2019 q3,5510,0.545094442131969,Greg Gordon,0.1713005822717812,male,EVERCORE ISI,"('CNP', '2019 q3')",0.0
26905,DUK,2019 q3,5510,0.5983495403017753,Greg Gordon,0.2521347248637195,male,EVERCORE ISI,"('DUK', '2019 q3')",0.0
26906,ED,2019 q3,5510,0.6648398809923173,Greg Gordon,0.3725404677354856,male,EVERCORE ISI,"('ED', '2019 q3')",0.0
26907,EIX,2019 q3,5510,0.4859841271140208,Greg Gordon,0.1650847950331294,male,EVERCORE ISI,"('EIX', '2019 q3')",0.01666666753590107
26908,ES,2019 q3,5510,0.6348192417727514,Greg Gordon,0.2138186996822154,male,EVERCORE ISI,"('ES', '2019 q3')",0.011695928871631622
26909,ETR,2019 q3,5510,0.5326155991502187,Greg Gordon,0.2396000122226513,male,EVERCORE ISI,"('ETR', '2019 q3')",0.0
26910,EVRG,2019 q3,5510,0.5802688024081841,Greg Gordon,0.2014603612330638,male,EVERCORE ISI,"('EVRG', '2019 q3')",0.0
26911,EXC,2019 q3,5510,0.4474349824818185,Greg Gordon,0.1148783511201334,male,EVERCORE ISI,"('EXC', '2019 q3')",0.005949913524091244
26912,NEE,2019 q3,5510,0.5573199908507068,Greg Gordon,0.2278647368251757,male,EVERCORE ISI,"('NEE', '2019 q3')",0.0
26913,NI,2019 q3,5510,0.6158000522271154,Greg Gordon,0.3115277583624394,male,EVERCORE ISI,"('NI', '2019 q3')",0.020270762965083122
26914,PEG,2019 q3,5510,0.5256024876266477,Greg Gordon,0.2095466626903505,male,EVERCORE ISI,"('PEG', '2019 q3')",0.0
26915,PNW,2019 q3,5510,0.5848341347872579,Greg Gordon,0.2450259479824454,male,EVERCORE ISI,"('PNW', '2019 q3')",0.01666666753590107
26916,WEC,2019 q3,5510,0.6532594969513064,Greg Gordon,0.2337911667375987,male,EVERCORE ISI,"('WEC', '2019 q3')",0.0
26917,AEP,2019 q3,5510,0.6547673627640552,SADIF Research,0.96974092589329,Not a person,Sadif Analytics Prime,"('AEP', '2019 q3')",0.8879629373550415
26918,AES,2019 q3,5510,0.9063166513412584,SADIF Research,0.9540958586423444,Not a person,Sadif Analytics Prime,"('AES', '2019 q3')",0.9666027426719666
26919,CMS,2019 q3,5510,0.7339375516019426,SADIF Research,0.9921060812970288,Not a person,Sadif Analytics Prime,"('CMS', '2019 q3')",0.9604427218437195
26920,D,2019 q3,5510,0.7792496815560748,SADIF Research,0.9938073673276252,Not a person,Sadif Analytics Prime,"('D', '2019 q3')",0.9621793627738953
26921,ES,2019 q3,5510,0.6348192417727514,SADIF Research,0.9750217739298452,Not a person,Sadif Analytics Prime,"('ES', '2019 q3')",0.963942140340805
26922,WEC,2019 q3,5510,0.6532594969513064,SADIF Research,0.9932538495880804,Not a person,Sadif Analytics Prime,"('WEC', '2019 q3')",0.96827232837677
26923,AEP,2019 q3,5510,0.6547673627640552,Neil Kalton,0.2704799819520199,male,"Wells Fargo Securities, LLC","('AEP', '2019 q3')",0.0
26924,ATO,2019 q3,5510,0.7983564923403134,Neil Kalton,0.6950060163515595,male,"Wells Fargo Securities, LLC","('ATO', '2019 q3')",0.009897404350340366
26925,CNP,2019 q3,5510,0.545094442131969,Neil Kalton,0.195858289836562,male,"Wells Fargo Securities, LLC","('CNP', '2019 q3')",0.0
26926,D,2019 q3,5510,0.7792496815560748,Neil Kalton,0.4423549520114153,male,"Wells Fargo Securities, LLC","('D', '2019 q3')",0.0
26927,ES,2019 q3,5510,0.6348192417727514,Neil Kalton,0.2054834548833232,male,"Wells Fargo Securities, LLC","('ES', '2019 q3')",0.0
26928,ETR,2019 q3,5510,0.5326155991502187,Neil Kalton,0.1936463986495857,male,"Wells Fargo Securities, LLC","('ETR', '2019 q3')",0.0
26929,EVRG,2019 q3,5510,0.5802688024081841,Neil Kalton,0.2279837987435279,male,"Wells Fargo Securities, LLC","('EVRG', '2019 q3')",0.0
26930,PEG,2019 q3,5510,0.5256024876266477,Neil Kalton,0.2054501001118495,male,"Wells Fargo Securities, LLC","('PEG', '2019 q3')",0.0
26931,PPL,2019 q3,5510,0.8625164171184926,Neil Kalton,0.6671540891346429,male,"Wells Fargo Securities, LLC","('PPL', '2019 q3')",0.0
26932,WEC,2019 q3,5510,0.6532594969513064,Neil Kalton,0.2249441528353932,male,"Wells Fargo Securities, LLC","('WEC', '2019 q3')",0.0
26933,AES,2019 q3,5510,0.9063166513412584,Paige Marcus,0.9247862707898196,female,CFRA Equity Research,"('AES', '2019 q3')",0.0
26934,ATO,2019 q3,5510,0.7983564923403134,Paige Marcus,0.9368831549557332,female,CFRA Equity Research,"('ATO', '2019 q3')",0.0
26935,NRG,2019 q3,5510,0.7200915208771317,Paige Marcus,0.8441345289397673,female,CFRA Equity Research,"('NRG', '2019 q3')",0.0
26936,AES,2019 q3,5510,0.9063166513412584,"Mr. Shelby Tucker, CFA",0.74418561815417,male,RBC Capital Markets,"('AES', '2019 q3')",0.03333333507180214
26937,EIX,2019 q3,5510,0.4859841271140208,"Mr. Shelby Tucker, CFA",0.157923775109283,male,RBC Capital Markets,"('EIX', '2019 q3')",0.0
26938,AES,2019 q3,5510,0.9063166513412584,"Charles J. Fishman, CFA, CFA",0.8697583603317364,male,"Morningstar, Inc.","('AES', '2019 q3')",0.0
26939,ATO,2019 q3,5510,0.7983564923403134,"Charles J. Fishman, CFA",0.8539761280273693,male,"Morningstar, Inc.","('ATO', '2019 q3')",0.0
26940,AWK,2019 q3,5510,0.6123437868337043,"Charles J. Fishman, CFA",0.7238795143152436,male,"Morningstar, Inc.","('AWK', '2019 q3')",0.0
26941,CNP,2019 q3,5510,0.545094442131969,"Charles J. Fishman, CFA",0.9538733660781205,male,"Morningstar, Inc.","('CNP', '2019 q3')",0.0
26942,D,2019 q3,5510,0.7792496815560748,"Charles J. Fishman, CFA",0.8067082768724007,male,"Morningstar, Inc.","('D', '2019 q3')",0.0
26943,DTE,2019 q3,5510,0.7508593960632275,"Charles J. Fishman, CFA",0.8417124188342037,male,"Morningstar, Inc.","('DTE', '2019 q3')",0.0
26944,ED,2019 q3,5510,0.6648398809923173,"Charles J. Fishman, CFA",0.8776975562676981,male,"Morningstar, Inc.","('ED', '2019 q3')",0.0
26945,ETR,2019 q3,5510,0.5326155991502187,"Charles J. Fishman, CFA",0.7778069996013096,male,"Morningstar, Inc.","('ETR', '2019 q3')",0.0
26946,EVRG,2019 q3,5510,0.5802688024081841,"Charles J. Fishman, CFA",0.8857216189134266,male,"Morningstar, Inc.","('EVRG', '2019 q3')",0.0
26947,FE,2019 q3,5510,0.8806233873532946,"Charles J. Fishman, CFA",0.8413612570931567,male,"Morningstar, Inc.","('FE', '2019 q3')",0.0
26948,NI,2019 q3,5510,0.6158000522271154,"Charles J. Fishman, CFA",0.7930244252152404,male,"Morningstar, Inc.","('NI', '2019 q3')",0.03333333507180214
26949,PNW,2019 q3,5510,0.5848341347872579,"Charles J. Fishman, CFA",0.7674022407808555,male,"Morningstar, Inc.","('PNW', '2019 q3')",0.0
26950,ATO,2019 q3,5510,0.7983564923403134,"Ms. Christine Cho, CFA",0.7098037478268068,female,Barclays,"('ATO', '2019 q3')",0.0
26951,ATO,2019 q3,5510,0.7983564923403134,Dennis Coleman,0.4887539382032735,male,BofA Global Research,"('ATO', '2019 q3')",0.0
26952,AWK,2019 q3,5510,0.6123437868337043,"Mr. Shahriar Pourreza, CFA",0.4907334617209298,male,Guggenheim Securities LLC,"('AWK', '2019 q3')",0.0
26953,CNP,2019 q3,5510,0.545094442131969,"Mr. Shahriar Pourreza, CFA",0.1922902995037945,male,Guggenheim Securities LLC,"('CNP', '2019 q3')",0.0
26954,DUK,2019 q3,5510,0.5983495403017753,"Mr. Shahriar Pourreza, CFA",0.4107706287783708,male,Guggenheim Securities LLC,"('DUK', '2019 q3')",0.0
26955,ES,2019 q3,5510,0.6348192417727514,"Mr. Shahriar Pourreza, CFA",0.2179649945659596,male,Guggenheim Securities LLC,"('ES', '2019 q3')",0.0
26956,ETR,2019 q3,5510,0.5326155991502187,"Mr. Shahriar Pourreza, CFA",0.2623974232809152,male,Guggenheim Securities LLC,"('ETR', '2019 q3')",0.0
26957,EVRG,2019 q3,5510,0.5802688024081841,"Mr. Shahriar Pourreza, CFA",0.2774014195116636,male,Guggenheim Securities LLC,"('EVRG', '2019 q3')",0.0
26958,NEE,2019 q3,5510,0.5573199908507068,"Mr. Shahriar Pourreza, CFA",0.2358902687124647,male,Guggenheim Securities LLC,"('NEE', '2019 q3')",0.0
26959,NRG,2019 q3,5510,0.7200915208771317,"Mr. Shahriar Pourreza, CFA",0.5102971045614438,male,Guggenheim Securities LLC,"('NRG', '2019 q3')",0.0
26960,PNW,2019 q3,5510,0.5848341347872579,"Mr. Shahriar Pourreza, CFA",0.3515824565823663,male,Guggenheim Securities LLC,"('PNW', '2019 q3')",0.0
26961,WEC,2019 q3,5510,0.6532594969513064,"Mr. Shahriar Pourreza, CFA",0.2159922372280822,male,Guggenheim Securities LLC,"('WEC', '2019 q3')",0.0
26962,AWK,2019 q3,5510,0.6123437868337043,Verity Mitchell,0.5358274259813588,female,HSBC,"('AWK', '2019 q3')",0.04977552965283394
26963,CMS,2019 q3,5510,0.7339375516019426,Mr. Jonathan P. Arnold,0.3827815915197459,male,Deutsche Bank,"('CMS', '2019 q3')",0.0
26964,CMS,2019 q3,5510,0.7339375516019426,Mr. Travis Miller,0.7973900987926003,male,"Morningstar, Inc.","('CMS', '2019 q3')",0.0
26965,EIX,2019 q3,5510,0.4859841271140208,Mr. Travis Miller,0.8696438589977343,male,"Morningstar, Inc.","('EIX', '2019 q3')",0.0
26966,ES,2019 q3,5510,0.6348192417727514,Mr. Travis Miller,0.7874489018775623,male,"Morningstar, Inc.","('ES', '2019 q3')",0.0
26967,NRG,2019 q3,5510,0.7200915208771317,Mr. Travis Miller,0.9406944461007934,male,"Morningstar, Inc.","('NRG', '2019 q3')",0.0
26968,PEG,2019 q3,5510,0.5256024876266477,Mr. Travis Miller,0.924395732164802,male,"Morningstar, Inc.","('PEG', '2019 q3')",0.0
26969,XEL,2019 q3,5510,0.6912868089195838,Mr. Travis Miller,0.8332233322841397,male,"Morningstar, Inc.","('XEL', '2019 q3')",0.0
26970,CMS,2019 q3,5510,0.7339375516019426,Mr. Michael Weinstein,0.3929326301568993,male,Credit Suisse,"('CMS', '2019 q3')",0.0
26971,CNP,2019 q3,5510,0.545094442131969,Mr. Michael Weinstein,0.184008690433112,male,Credit Suisse,"('CNP', '2019 q3')",0.0
26972,ES,2019 q3,5510,0.6348192417727514,Mr. Michael Weinstein,0.2244327917457126,male,Credit Suisse,"('ES', '2019 q3')",0.0
26973,EXC,2019 q3,5510,0.4474349824818185,Mr. Michael Weinstein,0.1437474473124802,male,Credit Suisse,"('EXC', '2019 q3')",0.0
26974,NEE,2019 q3,5510,0.5573199908507068,Mr. Michael Weinstein,0.2830943633079448,male,Credit Suisse,"('NEE', '2019 q3')",0.0
26975,NI,2019 q3,5510,0.6158000522271154,Mr. Michael Weinstein,0.3440262687875733,male,Credit Suisse,"('NI', '2019 q3')",0.0
26976,WEC,2019 q3,5510,0.6532594969513064,Mr. Michael Weinstein,0.2328439478036517,male,Credit Suisse,"('WEC', '2019 q3')",0.0
26977,CNP,2019 q3,5510,0.545094442131969,"Eric Beaumont, CFA, CFA",0.6902968848834243,male,Barclays,"('CNP', '2019 q3')",0.0
26978,EIX,2019 q3,5510,0.4859841271140208,"Eric Beaumont, CFA, CFA",0.4278479825207553,male,Barclays,"('EIX', '2019 q3')",0.0
26979,EXC,2019 q3,5510,0.4474349824818185,"Eric Beaumont, CFA, CFA",0.1133576890303934,male,Barclays,"('EXC', '2019 q3')",0.0
26980,PEG,2019 q3,5510,0.5256024876266477,"Eric Beaumont, CFA, CFA",0.1793867557281403,male,Barclays,"('PEG', '2019 q3')",0.0
26981,PNW,2019 q3,5510,0.5848341347872579,"Eric Beaumont, CFA, CFA",0.2379938875849076,male,Barclays,"('PNW', '2019 q3')",0.0
26982,SRE,2019 q3,5510,0.6165486372780049,"Eric Beaumont, CFA, CFA",0.4497203633185317,male,Barclays,"('SRE', '2019 q3')",0.0
26983,WEC,2019 q3,5510,0.6532594969513064,"Eric Beaumont, CFA, CFA",0.842983801869514,male,Barclays,"('WEC', '2019 q3')",0.0
26984,DUK,2019 q3,5510,0.5983495403017753,"Mr. Andrew M. Weisel, CFA",0.258392338120364,male,Scotiabank GBM,"('DUK', '2019 q3')",0.0
26985,EXC,2019 q3,5510,0.4474349824818185,"Mr. Andrew M. Weisel, CFA",0.1879545222399004,male,Scotiabank GBM,"('EXC', '2019 q3')",0.0
26986,NEE,2019 q3,5510,0.5573199908507068,"Mr. Andrew M. Weisel, CFA",0.5997043758627032,male,Scotiabank GBM,"('NEE', '2019 q3')",0.0
26987,EIX,2019 q3,5510,0.4859841271140208,Kevin L. Kwan,0.3920037152265465,male,JPMorgan Econ & FI,"('EIX', '2019 q3')",0.04605601355433464
26988,SRE,2019 q3,5510,0.6165486372780049,"Sarah E. Akers, CFA",0.3490383200298166,female,"Wells Fargo Securities, LLC","('SRE', '2019 q3')",0.0
26989,AEE,2019 q4,5510,0.6437509805248827,Neil Kalton,0.5091844089242833,male,"Wells Fargo Securities, LLC","('AEE', '2019 q4')",0.011102503165602684
26990,AEP,2019 q4,5510,0.6177367772291192,Neil Kalton,0.1964986464441834,male,"Wells Fargo Securities, LLC","('AEP', '2019 q4')",0.01872260356321931
26991,CMS,2019 q4,5510,0.6772402433224036,Neil Kalton,0.2691652879480818,male,"Wells Fargo Securities, LLC","('CMS', '2019 q4')",0.0
26992,DTE,2019 q4,5510,0.5789468497007366,Neil Kalton,0.1756273425199002,male,"Wells Fargo Securities, LLC","('DTE', '2019 q4')",0.0
26993,EIX,2019 q4,5510,0.4894706566675163,Neil Kalton,0.1629136281058779,male,"Wells Fargo Securities, LLC","('EIX', '2019 q4')",0.014784458093345165
26994,ETR,2019 q4,5510,0.6202263232188032,Neil Kalton,0.2794644680321206,male,"Wells Fargo Securities, LLC","('ETR', '2019 q4')",0.0
26995,EXC,2019 q4,5510,0.457281445686554,Neil Kalton,0.1540031527684652,male,"Wells Fargo Securities, LLC","('EXC', '2019 q4')",0.0
26996,FE,2019 q4,5510,0.5966457491154626,Neil Kalton,0.2651145113123556,male,"Wells Fargo Securities, LLC","('FE', '2019 q4')",0.0
26997,LNT,2019 q4,5510,0.5514710309034023,Neil Kalton,0.2424639419015729,male,"Wells Fargo Securities, LLC","('LNT', '2019 q4')",0.0
26998,NEE,2019 q4,5510,0.6759874750303986,Neil Kalton,0.3223822148279327,male,"Wells Fargo Securities, LLC","('NEE', '2019 q4')",0.0
26999,PEG,2019 q4,5510,0.586200703034019,Neil Kalton,0.2305692225221105,male,"Wells Fargo Securities, LLC","('PEG', '2019 q4')",0.0
27000,WEC,2019 q4,5510,0.5298042754032642,Neil Kalton,0.2013636029592876,male,"Wells Fargo Securities, LLC","('WEC', '2019 q4')",0.0
27001,XEL,2019 q4,5510,0.7290809111011433,Neil Kalton,0.3804101938660436,male,"Wells Fargo Securities, LLC","('XEL', '2019 q4')",0.0
27002,AEE,2019 q4,5510,0.6437509805248827,"Mr. Andrew Bischof, CFA",0.7688770655136424,male,"Morningstar, Inc.","('AEE', '2019 q4')",0.0
27003,AEP,2019 q4,5510,0.6177367772291192,"Mr. Andrew Bischof, CFA",0.8745619107154797,male,"Morningstar, Inc.","('AEP', '2019 q4')",0.0
27004,DUK,2019 q4,5510,0.5414085129834758,"Mr. Andrew Bischof, CFA",0.6977571872467242,male,"Morningstar, Inc.","('DUK', '2019 q4')",0.0
27005,EXC,2019 q4,5510,0.457281445686554,"Mr. Andrew Bischof, CFA",0.9240261574413504,male,"Morningstar, Inc.","('EXC', '2019 q4')",0.0
27006,LNT,2019 q4,5510,0.5514710309034023,"Mr. Andrew Bischof, CFA",0.7390748601405001,male,"Morningstar, Inc.","('LNT', '2019 q4')",0.0
27007,NEE,2019 q4,5510,0.6759874750303986,"Mr. Andrew Bischof, CFA",0.8221229013608942,male,"Morningstar, Inc.","('NEE', '2019 q4')",0.0
27008,PPL,2019 q4,5510,0.7703789650895926,"Mr. Andrew Bischof, CFA",0.9272212524523654,male,"Morningstar, Inc.","('PPL', '2019 q4')",0.0
27009,SRE,2019 q4,5510,0.6491076649015088,"Mr. Andrew Bischof, CFA",0.8005964890724202,male,"Morningstar, Inc.","('SRE', '2019 q4')",0.0
27010,WEC,2019 q4,5510,0.5298042754032642,"Mr. Andrew Bischof, CFA",0.8168212254463204,male,"Morningstar, Inc.","('WEC', '2019 q4')",0.0
27011,AEE,2019 q4,5510,0.6437509805248827,Christopher B. Muir,0.8633750374425573,male,CFRA Equity Research,"('AEE', '2019 q4')",0.0
27012,AEP,2019 q4,5510,0.6177367772291192,Christopher B. Muir,0.9051609222241576,male,CFRA Equity Research,"('AEP', '2019 q4')",0.0
27013,CMS,2019 q4,5510,0.6772402433224036,Christopher B. Muir,0.9102395208497844,male,CFRA Equity Research,"('CMS', '2019 q4')",0.0
27014,CNP,2019 q4,5510,0.4613919016746426,Christopher B. Muir,0.9353705948803074,male,CFRA Equity Research,"('CNP', '2019 q4')",0.0
27015,D,2019 q4,5510,0.5713352152292044,Christopher B. Muir,0.9725224634935692,male,CFRA Equity Research,"('D', '2019 q4')",0.0
27016,DTE,2019 q4,5510,0.5789468497007366,Christopher B. Muir,0.9764562224334136,male,CFRA Equity Research,"('DTE', '2019 q4')",0.0
27017,DUK,2019 q4,5510,0.5414085129834758,Christopher B. Muir,0.9384911336968932,male,CFRA Equity Research,"('DUK', '2019 q4')",0.0
27018,ED,2019 q4,5510,0.6717603049507879,Christopher B. Muir,0.9583357857782598,male,CFRA Equity Research,"('ED', '2019 q4')",0.0
27019,EIX,2019 q4,5510,0.4894706566675163,Christopher B. Muir,0.7320492736333227,male,CFRA Equity Research,"('EIX', '2019 q4')",0.0
27020,ES,2019 q4,5510,0.710748956722626,Christopher B. Muir,0.8593933488117489,male,CFRA Equity Research,"('ES', '2019 q4')",0.0
27021,ETR,2019 q4,5510,0.6202263232188032,Christopher B. Muir,0.996324437669045,male,CFRA Equity Research,"('ETR', '2019 q4')",0.0
27022,EVRG,2019 q4,5510,0.5887100507380868,Christopher B. Muir,0.9480279873594568,male,CFRA Equity Research,"('EVRG', '2019 q4')",0.0
27023,EXC,2019 q4,5510,0.457281445686554,Christopher B. Muir,0.9001426179101997,male,CFRA Equity Research,"('EXC', '2019 q4')",0.0
27024,FE,2019 q4,5510,0.5966457491154626,Christopher B. Muir,0.8828267700108354,male,CFRA Equity Research,"('FE', '2019 q4')",0.0
27025,LNT,2019 q4,5510,0.5514710309034023,Christopher B. Muir,0.8451342164626914,male,CFRA Equity Research,"('LNT', '2019 q4')",0.0
27026,NEE,2019 q4,5510,0.6759874750303986,Christopher B. Muir,0.8799301117385575,male,CFRA Equity Research,"('NEE', '2019 q4')",0.0
27027,NI,2019 q4,5510,0.6358192179040197,Christopher B. Muir,0.9234973774968944,male,CFRA Equity Research,"('NI', '2019 q4')",0.0
27028,PEG,2019 q4,5510,0.586200703034019,Christopher B. Muir,0.9282582861012856,male,CFRA Equity Research,"('PEG', '2019 q4')",0.0
27029,PNW,2019 q4,5510,0.7525281691688349,Christopher B. Muir,0.8898996330654935,male,CFRA Equity Research,"('PNW', '2019 q4')",0.0
27030,PPL,2019 q4,5510,0.7703789650895926,Christopher B. Muir,0.9430813050156556,male,CFRA Equity Research,"('PPL', '2019 q4')",0.0
27031,SO,2019 q4,5510,0.6039173705099146,Christopher B. Muir,0.895655118093086,male,CFRA Equity Research,"('SO', '2019 q4')",0.0
27032,SRE,2019 q4,5510,0.6491076649015088,Christopher B. Muir,0.8738311885498224,male,CFRA Equity Research,"('SRE', '2019 q4')",0.0
27033,WEC,2019 q4,5510,0.5298042754032642,Christopher B. Muir,0.9820708326198458,male,CFRA Equity Research,"('WEC', '2019 q4')",0.0
27034,XEL,2019 q4,5510,0.7290809111011433,Christopher B. Muir,0.8935520337211993,male,CFRA Equity Research,"('XEL', '2019 q4')",0.0
27035,AEE,2019 q4,5510,0.6437509805248827,Greg Gordon,0.3754882560624214,male,EVERCORE ISI,"('AEE', '2019 q4')",0.0
27036,AEP,2019 q4,5510,0.6177367772291192,Greg Gordon,0.2433740892468548,male,EVERCORE ISI,"('AEP', '2019 q4')",0.0
27037,AES,2019 q4,5510,0.7091573919967231,Greg Gordon,0.3082713714792114,male,EVERCORE ISI,"('AES', '2019 q4')",0.00584603613242507
27038,CMS,2019 q4,5510,0.6772402433224036,Greg Gordon,0.2638186760811333,male,EVERCORE ISI,"('CMS', '2019 q4')",0.0
27039,CNP,2019 q4,5510,0.4613919016746426,Greg Gordon,0.1024960329086232,male,EVERCORE ISI,"('CNP', '2019 q4')",0.0
27040,D,2019 q4,5510,0.5713352152292044,Greg Gordon,0.1757607284189092,male,EVERCORE ISI,"('D', '2019 q4')",0.0
27041,DTE,2019 q4,5510,0.5789468497007366,Greg Gordon,0.2141040631652763,male,EVERCORE ISI,"('DTE', '2019 q4')",0.0
27042,DUK,2019 q4,5510,0.5414085129834758,Greg Gordon,0.2353232196626542,male,EVERCORE ISI,"('DUK', '2019 q4')",0.0
27043,ED,2019 q4,5510,0.6717603049507879,Greg Gordon,0.7134839002458384,male,EVERCORE ISI,"('ED', '2019 q4')",0.03333333507180214
27044,EIX,2019 q4,5510,0.4894706566675163,Greg Gordon,0.1895539847643869,male,EVERCORE ISI,"('EIX', '2019 q4')",0.0
27045,ETR,2019 q4,5510,0.6202263232188032,Greg Gordon,0.2800539513737343,male,EVERCORE ISI,"('ETR', '2019 q4')",0.0
27046,EVRG,2019 q4,5510,0.5887100507380868,Greg Gordon,0.2587363252710207,male,EVERCORE ISI,"('EVRG', '2019 q4')",0.0
27047,EXC,2019 q4,5510,0.457281445686554,Greg Gordon,0.1209438467838234,male,EVERCORE ISI,"('EXC', '2019 q4')",0.0
27048,FE,2019 q4,5510,0.5966457491154626,Greg Gordon,0.7416956652315013,male,EVERCORE ISI,"('FE', '2019 q4')",0.03333333507180214
27049,NEE,2019 q4,5510,0.6759874750303986,Greg Gordon,0.3355166459808644,male,EVERCORE ISI,"('NEE', '2019 q4')",0.0
27050,NI,2019 q4,5510,0.6358192179040197,Greg Gordon,0.7540877812209171,male,EVERCORE ISI,"('NI', '2019 q4')",0.03333333507180214
27051,NRG,2019 q4,5510,0.7000418943304366,Greg Gordon,0.3888143586400654,male,EVERCORE ISI,"('NRG', '2019 q4')",0.0
27052,PEG,2019 q4,5510,0.586200703034019,Greg Gordon,0.2511568408612285,male,EVERCORE ISI,"('PEG', '2019 q4')",0.0
27053,PNW,2019 q4,5510,0.7525281691688349,Greg Gordon,0.6725621479793346,male,EVERCORE ISI,"('PNW', '2019 q4')",0.03333333507180214
27054,SRE,2019 q4,5510,0.6491076649015088,Greg Gordon,0.2202645442739199,male,EVERCORE ISI,"('SRE', '2019 q4')",0.013966388689974943
27055,WEC,2019 q4,5510,0.5298042754032642,Greg Gordon,0.2009711583938247,male,EVERCORE ISI,"('WEC', '2019 q4')",0.0
27056,XEL,2019 q4,5510,0.7290809111011433,Greg Gordon,0.396517683154533,male,EVERCORE ISI,"('XEL', '2019 q4')",0.0
27057,AEE,2019 q4,5510,0.6437509805248827,Mr. Steve Fleishman,0.3317137924553404,male,Wolfe Research,"('AEE', '2019 q4')",0.0
27058,AES,2019 q4,5510,0.7091573919967231,Mr. Steve Fleishman,0.331497993872382,male,Wolfe Research,"('AES', '2019 q4')",0.01127609983086586
27059,AWK,2019 q4,5510,0.4690151947976869,Mr. Steve Fleishman,0.2207279002196066,male,Wolfe Research,"('AWK', '2019 q4')",0.0
27060,CMS,2019 q4,5510,0.6772402433224036,Mr. Steve Fleishman,0.3742704538436834,male,Wolfe Research,"('CMS', '2019 q4')",0.0
27061,CNP,2019 q4,5510,0.4613919016746426,Mr. Steve Fleishman,0.1188990947143331,male,Wolfe Research,"('CNP', '2019 q4')",0.0
27062,D,2019 q4,5510,0.5713352152292044,Mr. Steve Fleishman,0.1949643996351064,male,Wolfe Research,"('D', '2019 q4')",0.0
27063,DTE,2019 q4,5510,0.5789468497007366,Mr. Steve Fleishman,0.2142724713928777,male,Wolfe Research,"('DTE', '2019 q4')",0.0
27064,DUK,2019 q4,5510,0.5414085129834758,Mr. Steve Fleishman,0.2014942310550999,male,Wolfe Research,"('DUK', '2019 q4')",0.0
27065,ED,2019 q4,5510,0.6717603049507879,Mr. Steve Fleishman,0.2782807549946183,male,Wolfe Research,"('ED', '2019 q4')",0.0
27066,EIX,2019 q4,5510,0.4894706566675163,Mr. Steve Fleishman,0.1979409060111624,male,Wolfe Research,"('EIX', '2019 q4')",0.0
27067,ETR,2019 q4,5510,0.6202263232188032,Mr. Steve Fleishman,0.3342368438214595,male,Wolfe Research,"('ETR', '2019 q4')",0.0
27068,EVRG,2019 q4,5510,0.5887100507380868,Mr. Steve Fleishman,0.2606328943903492,male,Wolfe Research,"('EVRG', '2019 q4')",0.025619350373744965
27069,EXC,2019 q4,5510,0.457281445686554,Mr. Steve Fleishman,0.2382134377741341,male,Wolfe Research,"('EXC', '2019 q4')",0.008451195218815254
27070,FE,2019 q4,5510,0.5966457491154626,Mr. Steve Fleishman,0.2137746505866422,male,Wolfe Research,"('FE', '2019 q4')",0.0
27071,LNT,2019 q4,5510,0.5514710309034023,Mr. Steve Fleishman,0.2636773675363064,male,Wolfe Research,"('LNT', '2019 q4')",0.0
27072,NEE,2019 q4,5510,0.6759874750303986,Mr. Steve Fleishman,0.2966593597087185,male,Wolfe Research,"('NEE', '2019 q4')",0.011823835782706738
27073,NI,2019 q4,5510,0.6358192179040197,Mr. Steve Fleishman,0.2529831705019402,male,Wolfe Research,"('NI', '2019 q4')",0.013398678973317146
27074,NRG,2019 q4,5510,0.7000418943304366,Mr. Steve Fleishman,0.3981619197130516,male,Wolfe Research,"('NRG', '2019 q4')",0.0
27075,PEG,2019 q4,5510,0.586200703034019,Mr. Steve Fleishman,0.2330006260261291,male,Wolfe Research,"('PEG', '2019 q4')",0.0
27076,PPL,2019 q4,5510,0.7703789650895926,Mr. Steve Fleishman,0.4233763862146699,male,Wolfe Research,"('PPL', '2019 q4')",0.014101829379796982
27077,SRE,2019 q4,5510,0.6491076649015088,Mr. Steve Fleishman,0.2218469096085198,male,Wolfe Research,"('SRE', '2019 q4')",0.0
27078,WEC,2019 q4,5510,0.5298042754032642,Mr. Steve Fleishman,0.2571030924391262,male,Wolfe Research,"('WEC', '2019 q4')",0.0
27079,AEE,2019 q4,5510,0.6437509805248827,Mr. Stephen C. Byrd,0.3871605860958536,male,Morgan Stanley,"('AEE', '2019 q4')",0.0
27080,CNP,2019 q4,5510,0.4613919016746426,Mr. Stephen C. Byrd,0.3615772988208725,male,Morgan Stanley,"('CNP', '2019 q4')",0.0
27081,FE,2019 q4,5510,0.5966457491154626,Mr. Stephen C. Byrd,0.330508941530452,male,Morgan Stanley,"('FE', '2019 q4')",0.0
27082,PNW,2019 q4,5510,0.7525281691688349,Mr. Stephen C. Byrd,0.6842093867983033,male,Morgan Stanley,"('PNW', '2019 q4')",0.0
27083,SRE,2019 q4,5510,0.6491076649015088,Mr. Stephen C. Byrd,0.568998942080383,male,Morgan Stanley,"('SRE', '2019 q4')",0.0
27084,AEE,2019 q4,5510,0.6437509805248827,Ali Agha,0.4977721605151151,male,SunTrust Robinson Humphrey Capital Markets,"('AEE', '2019 q4')",0.0
27085,AEP,2019 q4,5510,0.6177367772291192,Ali Agha,0.3718015776951398,male,SunTrust Robinson Humphrey Capital Markets,"('AEP', '2019 q4')",0.0
27086,AES,2019 q4,5510,0.7091573919967231,Ali Agha,0.3790012591812758,male,SunTrust Robinson Humphrey Capital Markets,"('AES', '2019 q4')",0.0
27087,CMS,2019 q4,5510,0.6772402433224036,Ali Agha,0.6349288404797214,male,SunTrust Robinson Humphrey Capital Markets,"('CMS', '2019 q4')",0.0
27088,CNP,2019 q4,5510,0.4613919016746426,Ali Agha,0.3382723033790044,male,SunTrust Robinson Humphrey Capital Markets,"('CNP', '2019 q4')",0.0
27089,DUK,2019 q4,5510,0.5414085129834758,Ali Agha,0.4486301216608329,male,SunTrust Robinson Humphrey Capital Markets,"('DUK', '2019 q4')",0.0
27090,EIX,2019 q4,5510,0.4894706566675163,Ali Agha,0.2759766633699292,male,SunTrust Robinson Humphrey Capital Markets,"('EIX', '2019 q4')",0.0
27091,EVRG,2019 q4,5510,0.5887100507380868,Ali Agha,0.4229994397062382,male,SunTrust Robinson Humphrey Capital Markets,"('EVRG', '2019 q4')",0.0
27092,EXC,2019 q4,5510,0.457281445686554,Ali Agha,0.2279353877543747,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2019 q4')",0.0
27093,NRG,2019 q4,5510,0.7000418943304366,Ali Agha,0.5893742459945355,male,SunTrust Robinson Humphrey Capital Markets,"('NRG', '2019 q4')",0.0
27094,PNW,2019 q4,5510,0.7525281691688349,Ali Agha,0.4804781202423589,male,SunTrust Robinson Humphrey Capital Markets,"('PNW', '2019 q4')",0.0
27095,PPL,2019 q4,5510,0.7703789650895926,Ali Agha,0.4271941651726216,male,SunTrust Robinson Humphrey Capital Markets,"('PPL', '2019 q4')",0.0
27096,SO,2019 q4,5510,0.6039173705099146,Ali Agha,0.4493817837001168,male,SunTrust Robinson Humphrey Capital Markets,"('SO', '2019 q4')",0.0
27097,XEL,2019 q4,5510,0.7290809111011433,Ali Agha,0.4492348755109538,male,SunTrust Robinson Humphrey Capital Markets,"('XEL', '2019 q4')",0.0
27098,AEP,2019 q4,5510,0.6177367772291192,SADIF Research,0.9693311551182552,Not a person,Sadif Analytics Prime,"('AEP', '2019 q4')",0.8881052136421204
27099,AES,2019 q4,5510,0.7091573919967231,SADIF Research,0.9916497649794884,Not a person,Sadif Analytics Prime,"('AES', '2019 q4')",0.966895341873169
27100,CMS,2019 q4,5510,0.6772402433224036,SADIF Research,0.9921716157009622,Not a person,Sadif Analytics Prime,"('CMS', '2019 q4')",0.9603270888328552
27101,D,2019 q4,5510,0.5713352152292044,SADIF Research,0.9930506146261,Not a person,Sadif Analytics Prime,"('D', '2019 q4')",0.9617926478385925
27102,PPL,2019 q4,5510,0.7703789650895926,SADIF Research,0.9842610490779712,Not a person,Sadif Analytics Prime,"('PPL', '2019 q4')",0.9753614664077759
27103,SRE,2019 q4,5510,0.6491076649015088,SADIF Research,0.9957446761344164,Not a person,Sadif Analytics Prime,"('SRE', '2019 q4')",0.9681274890899658
27104,XEL,2019 q4,5510,0.7290809111011433,SADIF Research,0.9713245564248244,Not a person,Sadif Analytics Prime,"('XEL', '2019 q4')",0.9009267091751099
27105,AEP,2019 q4,5510,0.6177367772291192,"Mr. Shahriar Pourreza, CFA",0.2779281655558825,male,Guggenheim Securities LLC,"('AEP', '2019 q4')",0.0
27106,AWK,2019 q4,5510,0.4690151947976869,"Mr. Shahriar Pourreza, CFA",0.4000534888562149,male,Guggenheim Securities LLC,"('AWK', '2019 q4')",0.0
27107,CNP,2019 q4,5510,0.4613919016746426,"Mr. Shahriar Pourreza, CFA",0.3306228013975772,male,Guggenheim Securities LLC,"('CNP', '2019 q4')",0.0
27108,D,2019 q4,5510,0.5713352152292044,"Mr. Shahriar Pourreza, CFA",0.3600648835416258,male,Guggenheim Securities LLC,"('D', '2019 q4')",0.0
27109,DTE,2019 q4,5510,0.5789468497007366,"Mr. Shahriar Pourreza, CFA",0.3320658945888429,male,Guggenheim Securities LLC,"('DTE', '2019 q4')",0.0
27110,ED,2019 q4,5510,0.6717603049507879,"Mr. Shahriar Pourreza, CFA",0.2648960238680518,male,Guggenheim Securities LLC,"('ED', '2019 q4')",0.0
27111,ETR,2019 q4,5510,0.6202263232188032,"Mr. Shahriar Pourreza, CFA",0.4240754078014169,male,Guggenheim Securities LLC,"('ETR', '2019 q4')",0.0
27112,NEE,2019 q4,5510,0.6759874750303986,"Mr. Shahriar Pourreza, CFA",0.2896703107265273,male,Guggenheim Securities LLC,"('NEE', '2019 q4')",0.0
27113,PEG,2019 q4,5510,0.586200703034019,"Mr. Shahriar Pourreza, CFA",0.2686557647386271,male,Guggenheim Securities LLC,"('PEG', '2019 q4')",0.0
27114,PNW,2019 q4,5510,0.7525281691688349,"Mr. Shahriar Pourreza, CFA",0.5791062673362036,male,Guggenheim Securities LLC,"('PNW', '2019 q4')",0.0
27115,PPL,2019 q4,5510,0.7703789650895926,"Mr. Shahriar Pourreza, CFA",0.6056150775801526,male,Guggenheim Securities LLC,"('PPL', '2019 q4')",0.0
27116,SRE,2019 q4,5510,0.6491076649015088,"Mr. Shahriar Pourreza, CFA",0.2293952696157399,male,Guggenheim Securities LLC,"('SRE', '2019 q4')",0.0
27117,AEP,2019 q4,5510,0.6177367772291192,"Mr. Andrew M. Weisel, CFA",0.2169104816282856,male,Scotiabank GBM,"('AEP', '2019 q4')",0.0
27118,DTE,2019 q4,5510,0.5789468497007366,"Mr. Andrew M. Weisel, CFA",0.5914416138070614,male,Scotiabank GBM,"('DTE', '2019 q4')",0.0
27119,DUK,2019 q4,5510,0.5414085129834758,"Mr. Andrew M. Weisel, CFA",0.3346546486595012,male,Scotiabank GBM,"('DUK', '2019 q4')",0.0
27120,FE,2019 q4,5510,0.5966457491154626,"Mr. Andrew M. Weisel, CFA",0.237229806319459,male,Scotiabank GBM,"('FE', '2019 q4')",0.0
27121,LNT,2019 q4,5510,0.5514710309034023,"Mr. Andrew M. Weisel, CFA",0.2321938769776858,male,Scotiabank GBM,"('LNT', '2019 q4')",0.0
27122,AEP,2019 q4,5510,0.6177367772291192,Mr. Julien P. Dumoulin-Smith,0.2236685265254851,male,BofA Global Research,"('AEP', '2019 q4')",0.0
27123,AES,2019 q4,5510,0.7091573919967231,Mr. Julien P. Dumoulin-Smith,0.3460281496615449,male,BofA Global Research,"('AES', '2019 q4')",0.01666666753590107
27124,CMS,2019 q4,5510,0.6772402433224036,Mr. Julien P. Dumoulin-Smith,0.3176053598325961,male,BofA Global Research,"('CMS', '2019 q4')",0.0
27125,CNP,2019 q4,5510,0.4613919016746426,Mr. Julien P. Dumoulin-Smith,0.1293234328922175,male,BofA Global Research,"('CNP', '2019 q4')",0.0
27126,D,2019 q4,5510,0.5713352152292044,Mr. Julien P. Dumoulin-Smith,0.218273762203696,male,BofA Global Research,"('D', '2019 q4')",0.0
27127,DTE,2019 q4,5510,0.5789468497007366,Mr. Julien P. Dumoulin-Smith,0.2937373122548294,male,BofA Global Research,"('DTE', '2019 q4')",0.0
27128,ED,2019 q4,5510,0.6717603049507879,Mr. Julien P. Dumoulin-Smith,0.2453143012065439,male,BofA Global Research,"('ED', '2019 q4')",0.011737469211220741
27129,EIX,2019 q4,5510,0.4894706566675163,Mr. Julien P. Dumoulin-Smith,0.200422335876704,male,BofA Global Research,"('EIX', '2019 q4')",0.010860864073038101
27130,ES,2019 q4,5510,0.710748956722626,Mr. Julien P. Dumoulin-Smith,0.5437972237960451,male,BofA Global Research,"('ES', '2019 q4')",0.0
27131,ETR,2019 q4,5510,0.6202263232188032,Mr. Julien P. Dumoulin-Smith,0.2830757469882313,male,BofA Global Research,"('ETR', '2019 q4')",0.0
27132,EVRG,2019 q4,5510,0.5887100507380868,Mr. Julien P. Dumoulin-Smith,0.2630741490962016,male,BofA Global Research,"('EVRG', '2019 q4')",0.0066337669268250465
27133,EXC,2019 q4,5510,0.457281445686554,Mr. Julien P. Dumoulin-Smith,0.1186622096822727,male,BofA Global Research,"('EXC', '2019 q4')",0.0
27134,FE,2019 q4,5510,0.5966457491154626,Mr. Julien P. Dumoulin-Smith,0.2931419731349901,male,BofA Global Research,"('FE', '2019 q4')",0.01666666753590107
27135,LNT,2019 q4,5510,0.5514710309034023,Mr. Julien P. Dumoulin-Smith,0.4007133584992753,male,BofA Global Research,"('LNT', '2019 q4')",0.0
27136,NEE,2019 q4,5510,0.6759874750303986,Mr. Julien P. Dumoulin-Smith,0.7053054638541634,male,BofA Global Research,"('NEE', '2019 q4')",0.03333333507180214
27137,NRG,2019 q4,5510,0.7000418943304366,Mr. Julien P. Dumoulin-Smith,0.4277971475851699,male,BofA Global Research,"('NRG', '2019 q4')",0.01666666753590107
27138,PEG,2019 q4,5510,0.586200703034019,Mr. Julien P. Dumoulin-Smith,0.2556456540063805,male,BofA Global Research,"('PEG', '2019 q4')",0.008849642239511013
27139,PNW,2019 q4,5510,0.7525281691688349,Mr. Julien P. Dumoulin-Smith,0.4418105670641121,male,BofA Global Research,"('PNW', '2019 q4')",0.01329330774024129
27140,PPL,2019 q4,5510,0.7703789650895926,Mr. Julien P. Dumoulin-Smith,0.3854731098620081,male,BofA Global Research,"('PPL', '2019 q4')",0.021928956732153893
27141,SRE,2019 q4,5510,0.6491076649015088,Mr. Julien P. Dumoulin-Smith,0.20590587116099,male,BofA Global Research,"('SRE', '2019 q4')",0.0
27142,WEC,2019 q4,5510,0.5298042754032642,Mr. Julien P. Dumoulin-Smith,0.235939494246873,male,BofA Global Research,"('WEC', '2019 q4')",0.0
27143,XEL,2019 q4,5510,0.7290809111011433,Mr. Julien P. Dumoulin-Smith,0.4156864561007005,male,BofA Global Research,"('XEL', '2019 q4')",0.0
27144,AES,2019 q4,5510,0.7091573919967231,"Charles J. Fishman, CFA, CFA",0.8741391008557332,male,"Morningstar, Inc.","('AES', '2019 q4')",0.0
27145,AES,2019 q4,5510,0.7091573919967231,Paige Marcus,0.9531010366993043,female,CFRA Equity Research,"('AES', '2019 q4')",0.0
27146,ATO,2019 q4,5510,0.6636171023749378,Paige Marcus,0.8030955292815042,female,CFRA Equity Research,"('ATO', '2019 q4')",0.0
27147,NRG,2019 q4,5510,0.7000418943304366,Paige Marcus,0.8606267664813648,female,CFRA Equity Research,"('NRG', '2019 q4')",0.0
27148,ATO,2019 q4,5510,0.6636171023749378,Mr. Richard J. Ciciarelli,0.557063206378463,male,BofA Global Research,"('ATO', '2019 q4')",0.01467178575694561
27149,ATO,2019 q4,5510,0.6636171023749378,"Charles J. Fishman, CFA",0.7221234124623359,male,"Morningstar, Inc.","('ATO', '2019 q4')",0.0
27150,AWK,2019 q4,5510,0.4690151947976869,"Charles J. Fishman, CFA",0.7763621673080839,male,"Morningstar, Inc.","('AWK', '2019 q4')",0.0
27151,CNP,2019 q4,5510,0.4613919016746426,"Charles J. Fishman, CFA",0.8164665643369752,male,"Morningstar, Inc.","('CNP', '2019 q4')",0.0
27152,D,2019 q4,5510,0.5713352152292044,"Charles J. Fishman, CFA",0.5807183170657514,male,"Morningstar, Inc.","('D', '2019 q4')",0.01666666753590107
27153,DTE,2019 q4,5510,0.5789468497007366,"Charles J. Fishman, CFA",0.8067952235630615,male,"Morningstar, Inc.","('DTE', '2019 q4')",0.0
27154,ED,2019 q4,5510,0.6717603049507879,"Charles J. Fishman, CFA",0.8307789231937195,male,"Morningstar, Inc.","('ED', '2019 q4')",0.0
27155,ETR,2019 q4,5510,0.6202263232188032,"Charles J. Fishman, CFA",0.9314725161482156,male,"Morningstar, Inc.","('ETR', '2019 q4')",0.0
27156,EVRG,2019 q4,5510,0.5887100507380868,"Charles J. Fishman, CFA",0.8900928754974148,male,"Morningstar, Inc.","('EVRG', '2019 q4')",0.0
27157,FE,2019 q4,5510,0.5966457491154626,"Charles J. Fishman, CFA",0.7882238210164567,male,"Morningstar, Inc.","('FE', '2019 q4')",0.0
27158,NI,2019 q4,5510,0.6358192179040197,"Charles J. Fishman, CFA",0.8480319793437974,male,"Morningstar, Inc.","('NI', '2019 q4')",0.0
27159,PNW,2019 q4,5510,0.7525281691688349,"Charles J. Fishman, CFA",0.8834492746283619,male,"Morningstar, Inc.","('PNW', '2019 q4')",0.0
27160,ATO,2019 q4,5510,0.6636171023749378,"Sarah E. Akers, CFA",0.3574257122628475,female,"Wells Fargo Securities, LLC","('ATO', '2019 q4')",0.016994576901197433
27161,CNP,2019 q4,5510,0.4613919016746426,"Sarah E. Akers, CFA",0.1109207047434389,female,"Wells Fargo Securities, LLC","('CNP', '2019 q4')",0.0
27162,D,2019 q4,5510,0.5713352152292044,"Sarah E. Akers, CFA",0.1929001764112185,female,"Wells Fargo Securities, LLC","('D', '2019 q4')",0.0
27163,ED,2019 q4,5510,0.6717603049507879,"Sarah E. Akers, CFA",0.2827405649384382,female,"Wells Fargo Securities, LLC","('ED', '2019 q4')",0.01078824233263731
27164,EVRG,2019 q4,5510,0.5887100507380868,"Sarah E. Akers, CFA",0.2608550750663062,female,"Wells Fargo Securities, LLC","('EVRG', '2019 q4')",0.0
27165,NI,2019 q4,5510,0.6358192179040197,"Sarah E. Akers, CFA",0.2759245249301488,female,"Wells Fargo Securities, LLC","('NI', '2019 q4')",0.016637591645121574
27166,PNW,2019 q4,5510,0.7525281691688349,"Sarah E. Akers, CFA",0.6003000299025117,female,"Wells Fargo Securities, LLC","('PNW', '2019 q4')",0.0
27167,SRE,2019 q4,5510,0.6491076649015088,"Sarah E. Akers, CFA",0.2349000702756417,female,"Wells Fargo Securities, LLC","('SRE', '2019 q4')",0.0
27168,AWK,2019 q4,5510,0.4690151947976869,Verity Mitchell,0.296926866761204,female,HSBC,"('AWK', '2019 q4')",0.0
27169,AWK,2019 q4,5510,0.4690151947976869,Mr. Michael Gaugler,0.2794196848120913,male,Janney Montgomery Scott LLC,"('AWK', '2019 q4')",0.0
27170,ES,2019 q4,5510,0.710748956722626,Mr. Michael Gaugler,0.4531878664021845,male,Janney Montgomery Scott LLC,"('ES', '2019 q4')",0.019747698679566383
27171,CMS,2019 q4,5510,0.6772402433224036,Mr. Travis Miller,0.7907962140947247,male,"Morningstar, Inc.","('CMS', '2019 q4')",0.0
27172,EIX,2019 q4,5510,0.4894706566675163,Mr. Travis Miller,0.8923431250261088,male,"Morningstar, Inc.","('EIX', '2019 q4')",0.0
27173,ES,2019 q4,5510,0.710748956722626,Mr. Travis Miller,0.779454766698976,male,"Morningstar, Inc.","('ES', '2019 q4')",0.0
27174,NRG,2019 q4,5510,0.7000418943304366,Mr. Travis Miller,0.9733027497125494,male,"Morningstar, Inc.","('NRG', '2019 q4')",0.01826369824508826
27175,PEG,2019 q4,5510,0.586200703034019,Mr. Travis Miller,0.7460176394273043,male,"Morningstar, Inc.","('PEG', '2019 q4')",0.0
27176,XEL,2019 q4,5510,0.7290809111011433,Mr. Travis Miller,0.8491887875987645,male,"Morningstar, Inc.","('XEL', '2019 q4')",0.0
27177,CMS,2019 q4,5510,0.6772402433224036,Mr. Michael Weinstein,0.3012989775125338,male,Credit Suisse,"('CMS', '2019 q4')",0.0
27178,CNP,2019 q4,5510,0.4613919016746426,Mr. Michael Weinstein,0.1276902867421968,male,Credit Suisse,"('CNP', '2019 q4')",0.0
27179,D,2019 q4,5510,0.5713352152292044,Mr. Michael Weinstein,0.1840487722073495,male,Credit Suisse,"('D', '2019 q4')",0.0
27180,DUK,2019 q4,5510,0.5414085129834758,Mr. Michael Weinstein,0.2731436165173497,male,Credit Suisse,"('DUK', '2019 q4')",0.0
27181,ED,2019 q4,5510,0.6717603049507879,Mr. Michael Weinstein,0.283406344251063,male,Credit Suisse,"('ED', '2019 q4')",0.0
27182,EXC,2019 q4,5510,0.457281445686554,Mr. Michael Weinstein,0.1444692279822572,male,Credit Suisse,"('EXC', '2019 q4')",0.011088364757597446
27183,NI,2019 q4,5510,0.6358192179040197,Mr. Michael Weinstein,0.3002536275115738,male,Credit Suisse,"('NI', '2019 q4')",0.0
27184,PNW,2019 q4,5510,0.7525281691688349,Mr. Michael Weinstein,0.4326923645514582,male,Credit Suisse,"('PNW', '2019 q4')",0.00698220357298851
27185,SO,2019 q4,5510,0.6039173705099146,Mr. Michael Weinstein,0.4189125060378186,male,Credit Suisse,"('SO', '2019 q4')",0.011132525280117989
27186,WEC,2019 q4,5510,0.5298042754032642,Mr. Michael Weinstein,0.2043989036447425,male,Credit Suisse,"('WEC', '2019 q4')",0.0
27187,CNP,2019 q4,5510,0.4613919016746426,"Mr. Shelby Tucker, CFA",0.1385180600482381,male,RBC Capital Markets,"('CNP', '2019 q4')",0.0
27188,DUK,2019 q4,5510,0.5414085129834758,"Mr. Shelby Tucker, CFA",0.2014773660127138,male,RBC Capital Markets,"('DUK', '2019 q4')",0.035238124430179596
27189,ED,2019 q4,5510,0.6717603049507879,"Mr. Shelby Tucker, CFA",0.5960866523427214,male,RBC Capital Markets,"('ED', '2019 q4')",0.03889302536845207
27190,PEG,2019 q4,5510,0.586200703034019,"Mr. Shelby Tucker, CFA",0.7503045974695112,male,RBC Capital Markets,"('PEG', '2019 q4')",0.03333333507180214
27191,ED,2019 q4,5510,0.6717603049507879,"Eric Beaumont, CFA, CFA",0.7949710501193666,male,Barclays,"('ED', '2019 q4')",0.0
27192,NEE,2019 q4,5510,0.6759874750303986,"Eric Beaumont, CFA, CFA",0.7606955577152391,male,Barclays,"('NEE', '2019 q4')",0.0
27193,NI,2019 q4,5510,0.6358192179040197,"Eric Beaumont, CFA, CFA",0.2855075397166051,male,Barclays,"('NI', '2019 q4')",0.0
27194,SRE,2019 q4,5510,0.6491076649015088,"Eric Beaumont, CFA, CFA",0.6454035764834147,male,Barclays,"('SRE', '2019 q4')",0.0
27195,EXC,2019 q4,5510,0.457281445686554,Mr. Antoine Aurimond,0.1133789464330348,male,BofA Global Research,"('EXC', '2019 q4')",0.02474955841898918
27196,SO,2019 q4,5510,0.6039173705099146,Mr. Christopher Turnure,0.4166426868733036,male,JPMorgan,"('SO', '2019 q4')",0.019887065514922142
27197,AEE,2020 q1,5510,0.6189671374409726,"Mr. Andrew Bischof, CFA",0.8135200828615452,male,"Morningstar, Inc.","('AEE', '2020 q1')",0.0037037038968669046
27198,AEP,2020 q1,5510,0.6210788319378153,"Mr. Andrew Bischof, CFA",0.7948201375694645,male,"Morningstar, Inc.","('AEP', '2020 q1')",0.0
27199,DUK,2020 q1,5510,0.613956790515342,"Mr. Andrew Bischof, CFA",0.6687023720550962,male,"Morningstar, Inc.","('DUK', '2020 q1')",0.0
27200,EXC,2020 q1,5510,0.5041909858962321,"Mr. Andrew Bischof, CFA",0.9120720401424876,male,"Morningstar, Inc.","('EXC', '2020 q1')",0.0
27201,LNT,2020 q1,5510,0.6982929818652521,"Mr. Andrew Bischof, CFA",0.7638026194847881,male,"Morningstar, Inc.","('LNT', '2020 q1')",0.0
27202,NEE,2020 q1,5510,0.6517285340082085,"Mr. Andrew Bischof, CFA",0.7718368652431756,male,"Morningstar, Inc.","('NEE', '2020 q1')",0.0
27203,PPL,2020 q1,5510,0.786896021273668,"Mr. Andrew Bischof, CFA",0.9402259626101024,male,"Morningstar, Inc.","('PPL', '2020 q1')",0.0
27204,SRE,2020 q1,5510,0.477553077001939,"Mr. Andrew Bischof, CFA",0.7534635086460809,male,"Morningstar, Inc.","('SRE', '2020 q1')",0.0
27205,WEC,2020 q1,5510,0.6401528990997916,"Mr. Andrew Bischof, CFA",0.7106974347260399,male,"Morningstar, Inc.","('WEC', '2020 q1')",0.0
27206,AEE,2020 q1,5510,0.6189671374409726,Greg Gordon,0.2237477261357819,male,EVERCORE ISI,"('AEE', '2020 q1')",0.0
27207,CMS,2020 q1,5510,0.6436850138628674,Greg Gordon,0.7124171857986519,male,EVERCORE ISI,"('CMS', '2020 q1')",0.03333333507180214
27208,CNP,2020 q1,5510,0.4186939589468258,Greg Gordon,0.1216836735756944,male,EVERCORE ISI,"('CNP', '2020 q1')",0.0
27209,D,2020 q1,5510,0.5078841870320738,Greg Gordon,0.1401921507928603,male,EVERCORE ISI,"('D', '2020 q1')",0.0
27210,DUK,2020 q1,5510,0.613956790515342,Greg Gordon,0.2398571565897061,male,EVERCORE ISI,"('DUK', '2020 q1')",0.0
27211,ED,2020 q1,5510,0.548856391020477,Greg Gordon,0.7374925901072045,male,EVERCORE ISI,"('ED', '2020 q1')",0.03333333507180214
27212,ES,2020 q1,5510,0.57535514700889,Greg Gordon,0.1389471645778818,male,EVERCORE ISI,"('ES', '2020 q1')",0.0
27213,ETR,2020 q1,5510,0.6835653591001876,Greg Gordon,0.719260249290765,male,EVERCORE ISI,"('ETR', '2020 q1')",0.03333333507180214
27214,EXC,2020 q1,5510,0.5041909858962321,Greg Gordon,0.1307317404539874,male,EVERCORE ISI,"('EXC', '2020 q1')",0.0
27215,PEG,2020 q1,5510,0.7177217226218366,Greg Gordon,0.7494858935640372,male,EVERCORE ISI,"('PEG', '2020 q1')",0.03333333507180214
27216,PNW,2020 q1,5510,0.6125419162301665,Greg Gordon,0.2040215997996712,male,EVERCORE ISI,"('PNW', '2020 q1')",0.0
27217,SO,2020 q1,5510,0.5236733115101555,Greg Gordon,0.1682210491121848,male,EVERCORE ISI,"('SO', '2020 q1')",0.0
27218,AEE,2020 q1,5510,0.6189671374409726,Mr. Steve Fleishman,0.1702497165840831,male,Wolfe Research,"('AEE', '2020 q1')",0.0
27219,AEP,2020 q1,5510,0.6210788319378153,Mr. Steve Fleishman,0.2712783200513333,male,Wolfe Research,"('AEP', '2020 q1')",0.0
27220,AES,2020 q1,5510,0.7183870079485165,Mr. Steve Fleishman,0.4264703840488572,male,Wolfe Research,"('AES', '2020 q1')",0.0
27221,CMS,2020 q1,5510,0.6436850138628674,Mr. Steve Fleishman,0.2603092258290153,male,Wolfe Research,"('CMS', '2020 q1')",0.0
27222,CNP,2020 q1,5510,0.4186939589468258,Mr. Steve Fleishman,0.0939765825675575,male,Wolfe Research,"('CNP', '2020 q1')",0.004582880375285943
27223,D,2020 q1,5510,0.5078841870320738,Mr. Steve Fleishman,0.1434533002757824,male,Wolfe Research,"('D', '2020 q1')",0.0
27224,DTE,2020 q1,5510,0.7095702915114639,Mr. Steve Fleishman,0.2855675239574906,male,Wolfe Research,"('DTE', '2020 q1')",0.0
27225,DUK,2020 q1,5510,0.613956790515342,Mr. Steve Fleishman,0.1934903355740216,male,Wolfe Research,"('DUK', '2020 q1')",0.023471408523619175
27226,ED,2020 q1,5510,0.548856391020477,Mr. Steve Fleishman,0.1679363692616203,male,Wolfe Research,"('ED', '2020 q1')",0.0
27227,EIX,2020 q1,5510,0.747675113676076,Mr. Steve Fleishman,0.6449957109229931,male,Wolfe Research,"('EIX', '2020 q1')",0.0
27228,ES,2020 q1,5510,0.57535514700889,Mr. Steve Fleishman,0.1366091867023691,male,Wolfe Research,"('ES', '2020 q1')",0.0
27229,ETR,2020 q1,5510,0.6835653591001876,Mr. Steve Fleishman,0.3337405858180376,male,Wolfe Research,"('ETR', '2020 q1')",0.0
27230,EVRG,2020 q1,5510,0.7311855882116163,Mr. Steve Fleishman,0.3789032498854267,male,Wolfe Research,"('EVRG', '2020 q1')",0.0
27231,EXC,2020 q1,5510,0.5041909858962321,Mr. Steve Fleishman,0.2820160847903633,male,Wolfe Research,"('EXC', '2020 q1')",0.002550745467570695
27232,FE,2020 q1,5510,0.6579186278469589,Mr. Steve Fleishman,0.2890854102974277,male,Wolfe Research,"('FE', '2020 q1')",0.0
27233,LNT,2020 q1,5510,0.6982929818652521,Mr. Steve Fleishman,0.2954117786509498,male,Wolfe Research,"('LNT', '2020 q1')",0.0
27234,NEE,2020 q1,5510,0.6517285340082085,Mr. Steve Fleishman,0.3875906368773141,male,Wolfe Research,"('NEE', '2020 q1')",0.0
27235,NI,2020 q1,5510,0.7835294451472545,Mr. Steve Fleishman,0.5047942177737554,male,Wolfe Research,"('NI', '2020 q1')",0.013008799403905869
27236,NRG,2020 q1,5510,0.8641681933448857,Mr. Steve Fleishman,0.6177521828982402,male,Wolfe Research,"('NRG', '2020 q1')",0.022690773010253906
27237,PEG,2020 q1,5510,0.7177217226218366,Mr. Steve Fleishman,0.3798872572630642,male,Wolfe Research,"('PEG', '2020 q1')",0.0
27238,PNW,2020 q1,5510,0.6125419162301665,Mr. Steve Fleishman,0.2079701338176607,male,Wolfe Research,"('PNW', '2020 q1')",0.0
27239,SO,2020 q1,5510,0.5236733115101555,Mr. Steve Fleishman,0.1547364431355722,male,Wolfe Research,"('SO', '2020 q1')",0.030673318542540073
27240,SRE,2020 q1,5510,0.477553077001939,Mr. Steve Fleishman,0.1344264538293559,male,Wolfe Research,"('SRE', '2020 q1')",0.0062834521134694414
27241,WEC,2020 q1,5510,0.6401528990997916,Mr. Steve Fleishman,0.3044884243242788,male,Wolfe Research,"('WEC', '2020 q1')",0.0
27242,XEL,2020 q1,5510,0.722027459623646,Mr. Steve Fleishman,0.3572046599772833,male,Wolfe Research,"('XEL', '2020 q1')",0.0
27243,AEE,2020 q1,5510,0.6189671374409726,Christopher B. Muir,0.9829853635232564,male,CFRA Equity Research,"('AEE', '2020 q1')",0.0
27244,AEP,2020 q1,5510,0.6210788319378153,Christopher B. Muir,0.8776048998186919,male,CFRA Equity Research,"('AEP', '2020 q1')",0.0
27245,CMS,2020 q1,5510,0.6436850138628674,Christopher B. Muir,0.9069758057030084,male,CFRA Equity Research,"('CMS', '2020 q1')",0.0
27246,CNP,2020 q1,5510,0.4186939589468258,Christopher B. Muir,0.930894320010288,male,CFRA Equity Research,"('CNP', '2020 q1')",0.0
27247,D,2020 q1,5510,0.5078841870320738,Christopher B. Muir,0.9595387904031716,male,CFRA Equity Research,"('D', '2020 q1')",0.0
27248,DTE,2020 q1,5510,0.7095702915114639,Christopher B. Muir,0.9317764359870055,male,CFRA Equity Research,"('DTE', '2020 q1')",0.0
27249,DUK,2020 q1,5510,0.613956790515342,Christopher B. Muir,0.92914485091289,male,CFRA Equity Research,"('DUK', '2020 q1')",0.0
27250,ED,2020 q1,5510,0.548856391020477,Christopher B. Muir,0.9545507554519012,male,CFRA Equity Research,"('ED', '2020 q1')",0.0
27251,EIX,2020 q1,5510,0.747675113676076,Christopher B. Muir,0.8054514301172127,male,CFRA Equity Research,"('EIX', '2020 q1')",0.0
27252,ES,2020 q1,5510,0.57535514700889,Christopher B. Muir,0.8227145652879017,male,CFRA Equity Research,"('ES', '2020 q1')",0.0
27253,ETR,2020 q1,5510,0.6835653591001876,Christopher B. Muir,0.9565735270340616,male,CFRA Equity Research,"('ETR', '2020 q1')",0.0
27254,EVRG,2020 q1,5510,0.7311855882116163,Christopher B. Muir,0.9374620126363288,male,CFRA Equity Research,"('EVRG', '2020 q1')",0.0
27255,EXC,2020 q1,5510,0.5041909858962321,Christopher B. Muir,0.890527036202943,male,CFRA Equity Research,"('EXC', '2020 q1')",0.0
27256,FE,2020 q1,5510,0.6579186278469589,Christopher B. Muir,0.9239452309082916,male,CFRA Equity Research,"('FE', '2020 q1')",0.0
27257,LNT,2020 q1,5510,0.6982929818652521,Christopher B. Muir,0.8828716182512799,male,CFRA Equity Research,"('LNT', '2020 q1')",0.0
27258,NEE,2020 q1,5510,0.6517285340082085,Christopher B. Muir,0.9327193777884352,male,CFRA Equity Research,"('NEE', '2020 q1')",0.0
27259,NI,2020 q1,5510,0.7835294451472545,Christopher B. Muir,0.9437584620833678,male,CFRA Equity Research,"('NI', '2020 q1')",0.0
27260,PEG,2020 q1,5510,0.7177217226218366,Christopher B. Muir,0.9082792775578036,male,CFRA Equity Research,"('PEG', '2020 q1')",0.0
27261,PNW,2020 q1,5510,0.6125419162301665,Christopher B. Muir,0.9654308390128388,male,CFRA Equity Research,"('PNW', '2020 q1')",0.0
27262,PPL,2020 q1,5510,0.786896021273668,Christopher B. Muir,0.949029172757208,male,CFRA Equity Research,"('PPL', '2020 q1')",0.0
27263,SO,2020 q1,5510,0.5236733115101555,Christopher B. Muir,0.9433804595962628,male,CFRA Equity Research,"('SO', '2020 q1')",0.0
27264,SRE,2020 q1,5510,0.477553077001939,Christopher B. Muir,0.87390451239349,male,CFRA Equity Research,"('SRE', '2020 q1')",0.0
27265,WEC,2020 q1,5510,0.6401528990997916,Christopher B. Muir,0.9513878766558236,male,CFRA Equity Research,"('WEC', '2020 q1')",0.0
27266,XEL,2020 q1,5510,0.722027459623646,Christopher B. Muir,0.8933646541778836,male,CFRA Equity Research,"('XEL', '2020 q1')",0.0
27267,AEE,2020 q1,5510,0.6189671374409726,Mr. Stephen C. Byrd,0.3482033756061417,male,Morgan Stanley,"('AEE', '2020 q1')",0.0
27268,CNP,2020 q1,5510,0.4186939589468258,Mr. Stephen C. Byrd,0.135984117751708,male,Morgan Stanley,"('CNP', '2020 q1')",0.0
27269,DTE,2020 q1,5510,0.7095702915114639,Mr. Stephen C. Byrd,0.2349784795098179,male,Morgan Stanley,"('DTE', '2020 q1')",0.0
27270,AEE,2020 q1,5510,0.6189671374409726,Mr. Julien P. Dumoulin-Smith,0.232274293358799,male,BofA Global Research,"('AEE', '2020 q1')",0.0
27271,AEP,2020 q1,5510,0.6210788319378153,Mr. Julien P. Dumoulin-Smith,0.307444496092631,male,BofA Global Research,"('AEP', '2020 q1')",0.0
27272,AES,2020 q1,5510,0.7183870079485165,Mr. Julien P. Dumoulin-Smith,0.5100266631434465,male,BofA Global Research,"('AES', '2020 q1')",0.0
27273,AWK,2020 q1,5510,0.9800710506648715,Mr. Julien P. Dumoulin-Smith,0.9800710506648715,male,BofA Global Research,"('AWK', '2020 q1')",0.0
27274,CMS,2020 q1,5510,0.6436850138628674,Mr. Julien P. Dumoulin-Smith,0.3188671761172436,male,BofA Global Research,"('CMS', '2020 q1')",0.0
27275,CNP,2020 q1,5510,0.4186939589468258,Mr. Julien P. Dumoulin-Smith,0.1042371431503412,male,BofA Global Research,"('CNP', '2020 q1')",0.0
27276,D,2020 q1,5510,0.5078841870320738,Mr. Julien P. Dumoulin-Smith,0.1602096954951313,male,BofA Global Research,"('D', '2020 q1')",0.0
27277,DTE,2020 q1,5510,0.7095702915114639,Mr. Julien P. Dumoulin-Smith,0.3502285246650599,male,BofA Global Research,"('DTE', '2020 q1')",0.01666666753590107
27278,DUK,2020 q1,5510,0.613956790515342,Mr. Julien P. Dumoulin-Smith,0.2143274068580913,male,BofA Global Research,"('DUK', '2020 q1')",0.005016996990889311
27279,ED,2020 q1,5510,0.548856391020477,Mr. Julien P. Dumoulin-Smith,0.1963206609128955,male,BofA Global Research,"('ED', '2020 q1')",0.0
27280,ES,2020 q1,5510,0.57535514700889,Mr. Julien P. Dumoulin-Smith,0.1400022639862004,male,BofA Global Research,"('ES', '2020 q1')",0.0
27281,ETR,2020 q1,5510,0.6835653591001876,Mr. Julien P. Dumoulin-Smith,0.410004915139732,male,BofA Global Research,"('ETR', '2020 q1')",0.01666666753590107
27282,EVRG,2020 q1,5510,0.7311855882116163,Mr. Julien P. Dumoulin-Smith,0.357441423078876,male,BofA Global Research,"('EVRG', '2020 q1')",0.008333333767950535
27283,EXC,2020 q1,5510,0.5041909858962321,Mr. Julien P. Dumoulin-Smith,0.1283781662720739,male,BofA Global Research,"('EXC', '2020 q1')",0.0
27284,FE,2020 q1,5510,0.6579186278469589,Mr. Julien P. Dumoulin-Smith,0.250580220668274,male,BofA Global Research,"('FE', '2020 q1')",0.0
27285,LNT,2020 q1,5510,0.6982929818652521,Mr. Julien P. Dumoulin-Smith,0.3553518065953682,male,BofA Global Research,"('LNT', '2020 q1')",0.0
27286,NI,2020 q1,5510,0.7835294451472545,Mr. Julien P. Dumoulin-Smith,0.5640796345220256,male,BofA Global Research,"('NI', '2020 q1')",0.0
27287,NRG,2020 q1,5510,0.8641681933448857,Mr. Julien P. Dumoulin-Smith,0.6283520119408224,male,BofA Global Research,"('NRG', '2020 q1')",0.0
27288,PEG,2020 q1,5510,0.7177217226218366,Mr. Julien P. Dumoulin-Smith,0.4391764426913163,male,BofA Global Research,"('PEG', '2020 q1')",0.008333333767950535
27289,PNW,2020 q1,5510,0.6125419162301665,Mr. Julien P. Dumoulin-Smith,0.20922821528796,male,BofA Global Research,"('PNW', '2020 q1')",0.016875429078936577
27290,PPL,2020 q1,5510,0.786896021273668,Mr. Julien P. Dumoulin-Smith,0.5131432621415906,male,BofA Global Research,"('PPL', '2020 q1')",0.033992327749729156
27291,SO,2020 q1,5510,0.5236733115101555,Mr. Julien P. Dumoulin-Smith,0.2592155960484431,male,BofA Global Research,"('SO', '2020 q1')",0.011868916451931
27292,SRE,2020 q1,5510,0.477553077001939,Mr. Julien P. Dumoulin-Smith,0.1496142775614504,male,BofA Global Research,"('SRE', '2020 q1')",0.005246987100690603
27293,WEC,2020 q1,5510,0.6401528990997916,Mr. Julien P. Dumoulin-Smith,0.374640171045725,male,BofA Global Research,"('WEC', '2020 q1')",0.0
27294,XEL,2020 q1,5510,0.722027459623646,Mr. Julien P. Dumoulin-Smith,0.4189942533782791,male,BofA Global Research,"('XEL', '2020 q1')",0.0
27295,AEE,2020 q1,5510,0.6189671374409726,Neil Kalton,0.1978017422469691,male,"Wells Fargo Securities, LLC","('AEE', '2020 q1')",0.0
27296,AEP,2020 q1,5510,0.6210788319378153,Neil Kalton,0.2424065526793764,male,"Wells Fargo Securities, LLC","('AEP', '2020 q1')",0.0
27297,CMS,2020 q1,5510,0.6436850138628674,Neil Kalton,0.2702407493835058,male,"Wells Fargo Securities, LLC","('CMS', '2020 q1')",0.019016798585653305
27298,DTE,2020 q1,5510,0.7095702915114639,Neil Kalton,0.2789380214811262,male,"Wells Fargo Securities, LLC","('DTE', '2020 q1')",0.0
27299,DUK,2020 q1,5510,0.613956790515342,Neil Kalton,0.3751370651803354,male,"Wells Fargo Securities, LLC","('DUK', '2020 q1')",0.0
27300,ES,2020 q1,5510,0.57535514700889,Neil Kalton,0.2022077084068059,male,"Wells Fargo Securities, LLC","('ES', '2020 q1')",0.0
27301,ETR,2020 q1,5510,0.6835653591001876,Neil Kalton,0.3630030626059783,male,"Wells Fargo Securities, LLC","('ETR', '2020 q1')",0.0
27302,EXC,2020 q1,5510,0.5041909858962321,Neil Kalton,0.1311391656481168,male,"Wells Fargo Securities, LLC","('EXC', '2020 q1')",0.0
27303,FE,2020 q1,5510,0.6579186278469589,Neil Kalton,0.2727381948877929,male,"Wells Fargo Securities, LLC","('FE', '2020 q1')",0.0
27304,LNT,2020 q1,5510,0.6982929818652521,Neil Kalton,0.3131929581670777,male,"Wells Fargo Securities, LLC","('LNT', '2020 q1')",0.0
27305,NEE,2020 q1,5510,0.6517285340082085,Neil Kalton,0.4126685690857357,male,"Wells Fargo Securities, LLC","('NEE', '2020 q1')",0.0
27306,SO,2020 q1,5510,0.5236733115101555,Neil Kalton,0.1793080038913425,male,"Wells Fargo Securities, LLC","('SO', '2020 q1')",0.0
27307,WEC,2020 q1,5510,0.6401528990997916,Neil Kalton,0.3048074873124498,male,"Wells Fargo Securities, LLC","('WEC', '2020 q1')",0.0
27308,XEL,2020 q1,5510,0.722027459623646,Neil Kalton,0.3947520447453901,male,"Wells Fargo Securities, LLC","('XEL', '2020 q1')",0.0
27309,AEE,2020 q1,5510,0.6189671374409726,SADIF Research,0.9875528424291272,Not a person,Sadif Analytics Prime,"('AEE', '2020 q1')",0.9471873342990875
27310,AEP,2020 q1,5510,0.6210788319378153,SADIF Research,0.9682408795957664,Not a person,Sadif Analytics Prime,"('AEP', '2020 q1')",0.8883659839630127
27311,DTE,2020 q1,5510,0.7095702915114639,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('DTE', '2020 q1')",0.9784651398658752
27312,DUK,2020 q1,5510,0.613956790515342,SADIF Research,0.9599580138466238,Not a person,Sadif Analytics Prime,"('DUK', '2020 q1')",0.9375098347663879
27313,ES,2020 q1,5510,0.57535514700889,SADIF Research,0.9969399381110462,Not a person,Sadif Analytics Prime,"('ES', '2020 q1')",0.9638752937316895
27314,FE,2020 q1,5510,0.6579186278469589,SADIF Research,0.9795882672181464,Not a person,Sadif Analytics Prime,"('FE', '2020 q1')",0.9290072321891785
27315,LNT,2020 q1,5510,0.6982929818652521,SADIF Research,0.9600182803462356,Not a person,Sadif Analytics Prime,"('LNT', '2020 q1')",0.8931033611297607
27316,NRG,2020 q1,5510,0.8641681933448857,SADIF Research,0.9683703196680892,Not a person,Sadif Analytics Prime,"('NRG', '2020 q1')",0.9396929144859314
27317,PNW,2020 q1,5510,0.6125419162301665,SADIF Research,0.9826071479548129,Not a person,Sadif Analytics Prime,"('PNW', '2020 q1')",0.8774542212486267
27318,PPL,2020 q1,5510,0.786896021273668,SADIF Research,0.9405559896666142,Not a person,Sadif Analytics Prime,"('PPL', '2020 q1')",0.9792961478233337
27319,XEL,2020 q1,5510,0.722027459623646,SADIF Research,0.9684887492838784,Not a person,Sadif Analytics Prime,"('XEL', '2020 q1')",0.9025344252586365
27320,AEE,2020 q1,5510,0.6189671374409726,"Mr. Shahriar Pourreza, CFA",0.3314852248694128,male,Guggenheim Securities LLC,"('AEE', '2020 q1')",0.0
27321,CMS,2020 q1,5510,0.6436850138628674,"Mr. Shahriar Pourreza, CFA",0.390781842038095,male,Guggenheim Securities LLC,"('CMS', '2020 q1')",0.0
27322,CNP,2020 q1,5510,0.4186939589468258,"Mr. Shahriar Pourreza, CFA",0.1156967684792499,male,Guggenheim Securities LLC,"('CNP', '2020 q1')",0.0
27323,D,2020 q1,5510,0.5078841870320738,"Mr. Shahriar Pourreza, CFA",0.2173889377013738,male,Guggenheim Securities LLC,"('D', '2020 q1')",0.0
27324,DTE,2020 q1,5510,0.7095702915114639,"Mr. Shahriar Pourreza, CFA",0.5249764612861124,male,Guggenheim Securities LLC,"('DTE', '2020 q1')",0.0
27325,ED,2020 q1,5510,0.548856391020477,"Mr. Shahriar Pourreza, CFA",0.2840246902025968,male,Guggenheim Securities LLC,"('ED', '2020 q1')",0.022011419758200645
27326,ES,2020 q1,5510,0.57535514700889,"Mr. Shahriar Pourreza, CFA",0.1388798132176842,male,Guggenheim Securities LLC,"('ES', '2020 q1')",0.0
27327,ETR,2020 q1,5510,0.6835653591001876,"Mr. Shahriar Pourreza, CFA",0.508434741130061,male,Guggenheim Securities LLC,"('ETR', '2020 q1')",0.0
27328,EVRG,2020 q1,5510,0.7311855882116163,"Mr. Shahriar Pourreza, CFA",0.540239836393281,male,Guggenheim Securities LLC,"('EVRG', '2020 q1')",0.0
27329,EXC,2020 q1,5510,0.5041909858962321,"Mr. Shahriar Pourreza, CFA",0.2567068495496682,male,Guggenheim Securities LLC,"('EXC', '2020 q1')",0.0
27330,FE,2020 q1,5510,0.6579186278469589,"Mr. Shahriar Pourreza, CFA",0.3417790757850772,male,Guggenheim Securities LLC,"('FE', '2020 q1')",0.0
27331,LNT,2020 q1,5510,0.6982929818652521,"Mr. Shahriar Pourreza, CFA",0.548951668617786,male,Guggenheim Securities LLC,"('LNT', '2020 q1')",0.0
27332,PEG,2020 q1,5510,0.7177217226218366,"Mr. Shahriar Pourreza, CFA",0.4031377742011356,male,Guggenheim Securities LLC,"('PEG', '2020 q1')",0.0
27333,PNW,2020 q1,5510,0.6125419162301665,"Mr. Shahriar Pourreza, CFA",0.4789847285843123,male,Guggenheim Securities LLC,"('PNW', '2020 q1')",0.0
27334,AEP,2020 q1,5510,0.6210788319378153,"Mr. Shelby Tucker, CFA",0.2451748772800044,male,RBC Capital Markets,"('AEP', '2020 q1')",0.0
27335,AES,2020 q1,5510,0.7183870079485165,"Mr. Shelby Tucker, CFA",0.5299983370582717,male,RBC Capital Markets,"('AES', '2020 q1')",0.0
27336,DUK,2020 q1,5510,0.613956790515342,"Mr. Shelby Tucker, CFA",0.2734242463611491,male,RBC Capital Markets,"('DUK', '2020 q1')",0.05039529129862785
27337,AEP,2020 q1,5510,0.6210788319378153,Ali Agha,0.3408604938344411,male,SunTrust Robinson Humphrey Capital Markets,"('AEP', '2020 q1')",0.0
27338,CMS,2020 q1,5510,0.6436850138628674,Ali Agha,0.604553526451752,male,SunTrust Robinson Humphrey Capital Markets,"('CMS', '2020 q1')",0.0
27339,CNP,2020 q1,5510,0.4186939589468258,Ali Agha,0.3855945980206402,male,SunTrust Robinson Humphrey Capital Markets,"('CNP', '2020 q1')",0.0
27340,DUK,2020 q1,5510,0.613956790515342,Ali Agha,0.4079178051839183,male,SunTrust Robinson Humphrey Capital Markets,"('DUK', '2020 q1')",0.0
27341,EVRG,2020 q1,5510,0.7311855882116163,Ali Agha,0.5661998730842978,male,SunTrust Robinson Humphrey Capital Markets,"('EVRG', '2020 q1')",0.0
27342,EXC,2020 q1,5510,0.5041909858962321,Ali Agha,0.3402217381051732,male,SunTrust Robinson Humphrey Capital Markets,"('EXC', '2020 q1')",0.0
27343,PPL,2020 q1,5510,0.786896021273668,Ali Agha,0.4408456644716241,male,SunTrust Robinson Humphrey Capital Markets,"('PPL', '2020 q1')",0.046485595405101776
27344,XEL,2020 q1,5510,0.722027459623646,Ali Agha,0.4504837631149733,male,SunTrust Robinson Humphrey Capital Markets,"('XEL', '2020 q1')",0.0
27345,AEP,2020 q1,5510,0.6210788319378153,"Mr. Andrew M. Weisel, CFA",0.2790697451959106,male,Scotiabank GBM,"('AEP', '2020 q1')",0.0
27346,D,2020 q1,5510,0.5078841870320738,"Mr. Andrew M. Weisel, CFA",0.7453233917259476,male,Scotiabank GBM,"('D', '2020 q1')",0.0
27347,DUK,2020 q1,5510,0.613956790515342,"Mr. Andrew M. Weisel, CFA",0.3106599370242379,male,Scotiabank GBM,"('DUK', '2020 q1')",0.0
27348,ES,2020 q1,5510,0.57535514700889,"Mr. Andrew M. Weisel, CFA",0.1730239744664811,male,Scotiabank GBM,"('ES', '2020 q1')",0.0
27349,EXC,2020 q1,5510,0.5041909858962321,"Mr. Andrew M. Weisel, CFA",0.3673866302050595,male,Scotiabank GBM,"('EXC', '2020 q1')",0.0
27350,NEE,2020 q1,5510,0.6517285340082085,"Mr. Andrew M. Weisel, CFA",0.4058845547923674,male,Scotiabank GBM,"('NEE', '2020 q1')",0.0
27351,AES,2020 q1,5510,0.7183870079485165,"Charles J. Fishman, CFA, CFA",0.8926986851545027,male,"Morningstar, Inc.","('AES', '2020 q1')",0.0
27352,AES,2020 q1,5510,0.7183870079485165,Paige Meyer,0.8663139519832761,female,CFRA Equity Research,"('AES', '2020 q1')",0.0
27353,ATO,2020 q1,5510,0.6916205434685314,Paige Meyer,0.8378380579054742,female,CFRA Equity Research,"('ATO', '2020 q1')",0.0
27354,NRG,2020 q1,5510,0.8641681933448857,Paige Meyer,0.9443773288365036,female,CFRA Equity Research,"('NRG', '2020 q1')",0.0
27355,ATO,2020 q1,5510,0.6916205434685314,"Charles J. Fishman, CFA",0.7643654735182089,male,"Morningstar, Inc.","('ATO', '2020 q1')",0.0
27356,AWK,2020 q1,5510,0.9800710506648715,"Charles J. Fishman, CFA",0.9800710506648715,male,"Morningstar, Inc.","('AWK', '2020 q1')",0.0
27357,CNP,2020 q1,5510,0.4186939589468258,"Charles J. Fishman, CFA",0.7619948641244476,male,"Morningstar, Inc.","('CNP', '2020 q1')",0.0025641026978309336
27358,D,2020 q1,5510,0.5078841870320738,"Charles J. Fishman, CFA",0.6950567329454094,male,"Morningstar, Inc.","('D', '2020 q1')",0.0
27359,DTE,2020 q1,5510,0.7095702915114639,"Charles J. Fishman, CFA",0.7795547411861758,male,"Morningstar, Inc.","('DTE', '2020 q1')",0.0
27360,ED,2020 q1,5510,0.548856391020477,"Charles J. Fishman, CFA",0.7701678215774607,male,"Morningstar, Inc.","('ED', '2020 q1')",0.0
27361,ETR,2020 q1,5510,0.6835653591001876,"Charles J. Fishman, CFA",0.7273509492424286,male,"Morningstar, Inc.","('ETR', '2020 q1')",0.0
27362,EVRG,2020 q1,5510,0.7311855882116163,"Charles J. Fishman, CFA",0.8434420401183593,male,"Morningstar, Inc.","('EVRG', '2020 q1')",0.0
27363,FE,2020 q1,5510,0.6579186278469589,"Charles J. Fishman, CFA",0.9114048739087632,male,"Morningstar, Inc.","('FE', '2020 q1')",0.0
27364,NI,2020 q1,5510,0.7835294451472545,"Charles J. Fishman, CFA",0.9204326347659004,male,"Morningstar, Inc.","('NI', '2020 q1')",0.01666666753590107
27365,PNW,2020 q1,5510,0.6125419162301665,"Charles J. Fishman, CFA",0.7694391095134222,male,"Morningstar, Inc.","('PNW', '2020 q1')",0.0
27366,SO,2020 q1,5510,0.5236733115101555,"Charles J. Fishman, CFA",0.6798515138303941,male,"Morningstar, Inc.","('SO', '2020 q1')",0.004166666883975267
27367,ATO,2020 q1,5510,0.6916205434685314,Mr. Richard J. Ciciarelli,0.5918904110168878,male,BofA Global Research,"('ATO', '2020 q1')",0.024420006200671196
27368,ATO,2020 q1,5510,0.6916205434685314,"Sarah E. Akers, CFA",0.3579138614700914,female,"Wells Fargo Securities, LLC","('ATO', '2020 q1')",0.013224753551185131
27369,CNP,2020 q1,5510,0.4186939589468258,"Sarah E. Akers, CFA",0.0983146096647589,female,"Wells Fargo Securities, LLC","('CNP', '2020 q1')",0.0
27370,D,2020 q1,5510,0.5078841870320738,"Sarah E. Akers, CFA",0.1293256201833069,female,"Wells Fargo Securities, LLC","('D', '2020 q1')",0.0
27371,ED,2020 q1,5510,0.548856391020477,"Sarah E. Akers, CFA",0.180376037491583,female,"Wells Fargo Securities, LLC","('ED', '2020 q1')",0.0
27372,EVRG,2020 q1,5510,0.7311855882116163,"Sarah E. Akers, CFA",0.3734048723619482,female,"Wells Fargo Securities, LLC","('EVRG', '2020 q1')",0.0
27373,PNW,2020 q1,5510,0.6125419162301665,"Sarah E. Akers, CFA",0.2138858792132844,female,"Wells Fargo Securities, LLC","('PNW', '2020 q1')",0.0
27374,SRE,2020 q1,5510,0.477553077001939,"Sarah E. Akers, CFA",0.175246449781971,female,"Wells Fargo Securities, LLC","('SRE', '2020 q1')",0.0
27375,CMS,2020 q1,5510,0.6436850138628674,Mr. Travis Miller,0.7989781281423118,male,"Morningstar, Inc.","('CMS', '2020 q1')",0.0
27376,EIX,2020 q1,5510,0.747675113676076,Mr. Travis Miller,0.7219247225193173,male,"Morningstar, Inc.","('EIX', '2020 q1')",0.0
27377,ES,2020 q1,5510,0.57535514700889,Mr. Travis Miller,0.9006723679830415,male,"Morningstar, Inc.","('ES', '2020 q1')",0.0
27378,NRG,2020 q1,5510,0.8641681933448857,Mr. Travis Miller,0.9163147635240384,male,"Morningstar, Inc.","('NRG', '2020 q1')",0.007975019048899412
27379,PEG,2020 q1,5510,0.7177217226218366,Mr. Travis Miller,0.8715175944394157,male,"Morningstar, Inc.","('PEG', '2020 q1')",0.008333333767950535
27380,XEL,2020 q1,5510,0.722027459623646,Mr. Travis Miller,0.8178717397072972,male,"Morningstar, Inc.","('XEL', '2020 q1')",0.0
27381,CMS,2020 q1,5510,0.6436850138628674,Mr. Michael Weinstein,0.2937390580360406,male,Credit Suisse,"('CMS', '2020 q1')",0.0
27382,CNP,2020 q1,5510,0.4186939589468258,Mr. Michael Weinstein,0.1270290678019417,male,Credit Suisse,"('CNP', '2020 q1')",0.0
27383,D,2020 q1,5510,0.5078841870320738,Mr. Michael Weinstein,0.159069805527981,male,Credit Suisse,"('D', '2020 q1')",0.0
27384,DTE,2020 q1,5510,0.7095702915114639,Mr. Michael Weinstein,0.7883899904452352,male,Credit Suisse,"('DTE', '2020 q1')",0.0
27385,DUK,2020 q1,5510,0.613956790515342,Mr. Michael Weinstein,0.4627825498644578,male,Credit Suisse,"('DUK', '2020 q1')",0.0
27386,ED,2020 q1,5510,0.548856391020477,Mr. Michael Weinstein,0.2136985636363922,male,Credit Suisse,"('ED', '2020 q1')",0.0
27387,ES,2020 q1,5510,0.57535514700889,Mr. Michael Weinstein,0.1607755128597215,male,Credit Suisse,"('ES', '2020 q1')",0.0
27388,EXC,2020 q1,5510,0.5041909858962321,Mr. Michael Weinstein,0.1852694095743292,male,Credit Suisse,"('EXC', '2020 q1')",0.0
27389,NEE,2020 q1,5510,0.6517285340082085,Mr. Michael Weinstein,0.4216389270900464,male,Credit Suisse,"('NEE', '2020 q1')",0.0
27390,PNW,2020 q1,5510,0.6125419162301665,Mr. Michael Weinstein,0.2025576674034326,male,Credit Suisse,"('PNW', '2020 q1')",0.006375206634402275
27391,SO,2020 q1,5510,0.5236733115101555,Mr. Michael Weinstein,0.6015649950960613,male,Credit Suisse,"('SO', '2020 q1')",0.012330091558396816
27392,WEC,2020 q1,5510,0.6401528990997916,Mr. Michael Weinstein,0.2981409306385755,male,Credit Suisse,"('WEC', '2020 q1')",0.0
27393,CNP,2020 q1,5510,0.4186939589468258,"Eric Beaumont, CFA, CFA",0.2477451070367967,male,Barclays,"('CNP', '2020 q1')",0.0
27394,ES,2020 q1,5510,0.57535514700889,"Eric Beaumont, CFA, CFA",0.7863143433644161,male,Barclays,"('ES', '2020 q1')",0.0
27395,SRE,2020 q1,5510,0.477553077001939,"Eric Beaumont, CFA, CFA",0.4622001458093526,male,Barclays,"('SRE', '2020 q1')",0.0
27396,ED,2020 q1,5510,0.548856391020477,Mr. Durgesh Chopra,0.1883129498669069,male,EVERCORE ISI,"('ED', '2020 q1')",0.0
27397,SRE,2020 q1,5510,0.477553077001939,Mr. Durgesh Chopra,0.1683126287376876,male,EVERCORE ISI,"('SRE', '2020 q1')",0.0
27398,WEC,2020 q1,5510,0.6401528990997916,Mr. Durgesh Chopra,0.7430350467608813,male,EVERCORE ISI,"('WEC', '2020 q1')",0.03333333507180214
27399,ES,2020 q1,5510,0.57535514700889,Mr. Michael Gaugler,0.3248092235046113,male,Janney Montgomery Scott LLC,"('ES', '2020 q1')",0.0
27400,EVRG,2020 q1,5510,0.7311855882116163,Eric Beinstein,0.909236187175829,male,JPMorgan Econ & FI,"('EVRG', '2020 q1')",0.01618143916130066
27401,FE,2020 q1,5510,0.6579186278469589,Mr. Antoine Aurimond,0.2565444676380113,male,BofA Global Research,"('FE', '2020 q1')",0.05143167823553085
27402,SRE,2020 q1,5510,0.477553077001939,Mr. Antoine Aurimond,0.1368945237596124,male,BofA Global Research,"('SRE', '2020 q1')",0.022738536819815636
27403,PPL,2020 q1,5510,0.786896021273668,Alex Kania,0.4448628554608367,male,Wolfe Research,"('PPL', '2020 q1')",0.03215407207608223
27404,SO,2020 q1,5510,0.5236733115101555,"Mr. Jeremy Tonet, CFA",0.3395297040820437,male,JPMorgan,"('SO', '2020 q1')",0.0
27405,SO,2020 q1,5510,0.5236733115101555,Mr. Daniel F. Ford,0.1759173947312664,male,UBS Equities,"('SO', '2020 q1')",0.058476559817790985
27406,AEE,2020 q2,5510,0.6581850029014169,"Mr. Andrew Bischof, CFA",0.8360587927667554,male,"Morningstar, Inc.","('AEE', '2020 q2')",0.002992460271343589
27407,AEP,2020 q2,5510,0.752350337039795,"Mr. Andrew Bischof, CFA",0.9073925809577852,male,"Morningstar, Inc.","('AEP', '2020 q2')",0.0
27408,DUK,2020 q2,5510,0.7431728103762739,"Mr. Andrew Bischof, CFA",0.7409891596592635,male,"Morningstar, Inc.","('DUK', '2020 q2')",0.0
27409,EXC,2020 q2,5510,0.5980611652361313,"Mr. Andrew Bischof, CFA",0.8699859422117653,male,"Morningstar, Inc.","('EXC', '2020 q2')",0.0
27410,LNT,2020 q2,5510,0.7749465209285034,"Mr. Andrew Bischof, CFA",0.8958123509638376,male,"Morningstar, Inc.","('LNT', '2020 q2')",0.0
27411,NEE,2020 q2,5510,0.6004239992444929,"Mr. Andrew Bischof, CFA",0.717340652635737,male,"Morningstar, Inc.","('NEE', '2020 q2')",0.0
27412,PPL,2020 q2,5510,0.6978984251682543,"Mr. Andrew Bischof, CFA",0.8777952739506404,male,"Morningstar, Inc.","('PPL', '2020 q2')",0.0
27413,SRE,2020 q2,5510,0.559650916365035,"Mr. Andrew Bischof, CFA",0.7819398183265558,male,"Morningstar, Inc.","('SRE', '2020 q2')",0.0
27414,WEC,2020 q2,5510,0.6842762181002113,"Mr. Andrew Bischof, CFA",0.7129133303113026,male,"Morningstar, Inc.","('WEC', '2020 q2')",0.0
27415,AEE,2020 q2,5510,0.6581850029014169,Mr. Stephen C. Byrd,0.4997558544997337,male,Morgan Stanley,"('AEE', '2020 q2')",0.0025692598428577185
27416,AEP,2020 q2,5510,0.752350337039795,Mr. Stephen C. Byrd,0.6004714748711663,male,Morgan Stanley,"('AEP', '2020 q2')",0.0
27417,CMS,2020 q2,5510,0.6153516565853299,Mr. Stephen C. Byrd,0.625261128617712,male,Morgan Stanley,"('CMS', '2020 q2')",0.0
27418,CNP,2020 q2,5510,0.4847572644874254,Mr. Stephen C. Byrd,0.1843443781249407,male,Morgan Stanley,"('CNP', '2020 q2')",0.0
27419,D,2020 q2,5510,0.4970618701092928,Mr. Stephen C. Byrd,0.3972428818044727,male,Morgan Stanley,"('D', '2020 q2')",0.006569077260792255
27420,DTE,2020 q2,5510,0.7099572852449398,Mr. Stephen C. Byrd,0.5969183399752526,male,Morgan Stanley,"('DTE', '2020 q2')",0.0
27421,ED,2020 q2,5510,0.5518933538010681,Mr. Stephen C. Byrd,0.4493935370091617,male,Morgan Stanley,"('ED', '2020 q2')",0.0
27422,EIX,2020 q2,5510,0.467770488464161,Mr. Stephen C. Byrd,0.1847935979417448,male,Morgan Stanley,"('EIX', '2020 q2')",0.0
27423,EXC,2020 q2,5510,0.5980611652361313,Mr. Stephen C. Byrd,0.264306994956188,male,Morgan Stanley,"('EXC', '2020 q2')",0.0
27424,PNW,2020 q2,5510,0.5950399585977293,Mr. Stephen C. Byrd,0.4429437785794579,male,Morgan Stanley,"('PNW', '2020 q2')",0.0
27425,AEE,2020 q2,5510,0.6581850029014169,Neil Kalton,0.286906972665053,male,"Wells Fargo Securities, LLC","('AEE', '2020 q2')",0.0
27426,AEP,2020 q2,5510,0.752350337039795,Neil Kalton,0.361277009421208,male,"Wells Fargo Securities, LLC","('AEP', '2020 q2')",0.0
27427,CMS,2020 q2,5510,0.6153516565853299,Neil Kalton,0.3133190050159159,male,"Wells Fargo Securities, LLC","('CMS', '2020 q2')",0.0
27428,DUK,2020 q2,5510,0.7431728103762739,Neil Kalton,0.4086871997547751,male,"Wells Fargo Securities, LLC","('DUK', '2020 q2')",0.0
27429,EIX,2020 q2,5510,0.467770488464161,Neil Kalton,0.2127192487391413,male,"Wells Fargo Securities, LLC","('EIX', '2020 q2')",0.0
27430,EXC,2020 q2,5510,0.5980611652361313,Neil Kalton,0.2676048232016488,male,"Wells Fargo Securities, LLC","('EXC', '2020 q2')",0.0
27431,FE,2020 q2,5510,0.5768241909429461,Neil Kalton,0.2512152636543718,male,"Wells Fargo Securities, LLC","('FE', '2020 q2')",0.041104916483163834
27432,NEE,2020 q2,5510,0.6004239992444929,Neil Kalton,0.3238482013281413,male,"Wells Fargo Securities, LLC","('NEE', '2020 q2')",0.0
27433,PEG,2020 q2,5510,0.6247896829399526,Neil Kalton,0.3284592725678479,male,"Wells Fargo Securities, LLC","('PEG', '2020 q2')",0.0
27434,PNW,2020 q2,5510,0.5950399585977293,Neil Kalton,0.1539087412933877,male,"Wells Fargo Securities, LLC","('PNW', '2020 q2')",0.015482420101761818
27435,SO,2020 q2,5510,0.481175398651036,Neil Kalton,0.16266085783525,male,"Wells Fargo Securities, LLC","('SO', '2020 q2')",0.0
27436,WEC,2020 q2,5510,0.6842762181002113,Neil Kalton,0.3330236133851314,male,"Wells Fargo Securities, LLC","('WEC', '2020 q2')",0.0
27437,XEL,2020 q2,5510,0.7048376445229935,Neil Kalton,0.4549502825341763,male,"Wells Fargo Securities, LLC","('XEL', '2020 q2')",0.0
27438,AEE,2020 q2,5510,0.6581850029014169,Mr. Julien P. Dumoulin-Smith,0.3289696129723808,male,BofA Global Research,"('AEE', '2020 q2')",0.022222223381201427
27439,AEP,2020 q2,5510,0.752350337039795,Mr. Julien P. Dumoulin-Smith,0.3378419177642638,male,BofA Global Research,"('AEP', '2020 q2')",0.017638683784753084
27440,AES,2020 q2,5510,0.6405873300148137,Mr. Julien P. Dumoulin-Smith,0.4557135170557529,male,BofA Global Research,"('AES', '2020 q2')",0.0
27441,CMS,2020 q2,5510,0.6153516565853299,Mr. Julien P. Dumoulin-Smith,0.2881555140281436,male,BofA Global Research,"('CMS', '2020 q2')",0.0
27442,CNP,2020 q2,5510,0.4847572644874254,Mr. Julien P. Dumoulin-Smith,0.1788590298987795,male,BofA Global Research,"('CNP', '2020 q2')",0.016042582069834072
27443,D,2020 q2,5510,0.4970618701092928,Mr. Julien P. Dumoulin-Smith,0.1654764181021745,male,BofA Global Research,"('D', '2020 q2')",0.0
27444,DTE,2020 q2,5510,0.7099572852449398,Mr. Julien P. Dumoulin-Smith,0.3879045042184992,male,BofA Global Research,"('DTE', '2020 q2')",0.0
27445,DUK,2020 q2,5510,0.7431728103762739,Mr. Julien P. Dumoulin-Smith,0.4133701597676416,male,BofA Global Research,"('DUK', '2020 q2')",0.0
27446,ED,2020 q2,5510,0.5518933538010681,Mr. Julien P. Dumoulin-Smith,0.2415951441616158,male,BofA Global Research,"('ED', '2020 q2')",0.0
27447,EIX,2020 q2,5510,0.467770488464161,Mr. Julien P. Dumoulin-Smith,0.2347554035425815,male,BofA Global Research,"('EIX', '2020 q2')",0.0
27448,ETR,2020 q2,5510,0.7099785405871761,Mr. Julien P. Dumoulin-Smith,0.5903931486953695,male,BofA Global Research,"('ETR', '2020 q2')",0.0
27449,EVRG,2020 q2,5510,0.8270713227196775,Mr. Julien P. Dumoulin-Smith,0.3893525837556221,male,BofA Global Research,"('EVRG', '2020 q2')",0.0
27450,EXC,2020 q2,5510,0.5980611652361313,Mr. Julien P. Dumoulin-Smith,0.254899131195319,male,BofA Global Research,"('EXC', '2020 q2')",0.0
27451,FE,2020 q2,5510,0.5768241909429461,Mr. Julien P. Dumoulin-Smith,0.3173461922706037,male,BofA Global Research,"('FE', '2020 q2')",0.0
27452,LNT,2020 q2,5510,0.7749465209285034,Mr. Julien P. Dumoulin-Smith,0.5596430424478838,male,BofA Global Research,"('LNT', '2020 q2')",0.0
27453,NI,2020 q2,5510,0.5294852918345017,Mr. Julien P. Dumoulin-Smith,0.1845779334286892,male,BofA Global Research,"('NI', '2020 q2')",0.0
27454,NRG,2020 q2,5510,0.9233159992761518,Mr. Julien P. Dumoulin-Smith,0.8831159653310219,male,BofA Global Research,"('NRG', '2020 q2')",0.0
27455,PEG,2020 q2,5510,0.6247896829399526,Mr. Julien P. Dumoulin-Smith,0.3403058400746194,male,BofA Global Research,"('PEG', '2020 q2')",0.0
27456,PNW,2020 q2,5510,0.5950399585977293,Mr. Julien P. Dumoulin-Smith,0.2933333338340985,male,BofA Global Research,"('PNW', '2020 q2')",0.0
27457,PPL,2020 q2,5510,0.6978984251682543,Mr. Julien P. Dumoulin-Smith,0.4507561872102297,male,BofA Global Research,"('PPL', '2020 q2')",0.0
27458,SO,2020 q2,5510,0.481175398651036,Mr. Julien P. Dumoulin-Smith,0.1748391703075737,male,BofA Global Research,"('SO', '2020 q2')",0.007689178921282291
27459,SRE,2020 q2,5510,0.559650916365035,Mr. Julien P. Dumoulin-Smith,0.2057900019834156,male,BofA Global Research,"('SRE', '2020 q2')",0.012667002156376839
27460,WEC,2020 q2,5510,0.6842762181002113,Mr. Julien P. Dumoulin-Smith,0.4022705281992286,male,BofA Global Research,"('WEC', '2020 q2')",0.0
27461,XEL,2020 q2,5510,0.7048376445229935,Mr. Julien P. Dumoulin-Smith,0.5075905889638588,male,BofA Global Research,"('XEL', '2020 q2')",0.0
27462,AEE,2020 q2,5510,0.6581850029014169,"Mr. Shahriar Pourreza, CFA",0.467165442049912,male,Guggenheim Securities LLC,"('AEE', '2020 q2')",0.0
27463,AEP,2020 q2,5510,0.752350337039795,"Mr. Shahriar Pourreza, CFA",0.342052314753287,male,Guggenheim Securities LLC,"('AEP', '2020 q2')",0.0
27464,AWK,2020 q2,5510,0.5107102673982171,"Mr. Shahriar Pourreza, CFA",0.5181569298202688,male,Guggenheim Securities LLC,"('AWK', '2020 q2')",0.0
27465,CNP,2020 q2,5510,0.4847572644874254,"Mr. Shahriar Pourreza, CFA",0.3147709444048622,male,Guggenheim Securities LLC,"('CNP', '2020 q2')",0.0
27466,D,2020 q2,5510,0.4970618701092928,"Mr. Shahriar Pourreza, CFA",0.3278201765224597,male,Guggenheim Securities LLC,"('D', '2020 q2')",0.0
27467,DTE,2020 q2,5510,0.7099572852449398,"Mr. Shahriar Pourreza, CFA",0.5371219043866178,male,Guggenheim Securities LLC,"('DTE', '2020 q2')",0.0
27468,DUK,2020 q2,5510,0.7431728103762739,"Mr. Shahriar Pourreza, CFA",0.9250405070428228,male,Guggenheim Securities LLC,"('DUK', '2020 q2')",0.0
27469,ED,2020 q2,5510,0.5518933538010681,"Mr. Shahriar Pourreza, CFA",0.5067483080938516,male,Guggenheim Securities LLC,"('ED', '2020 q2')",0.0
27470,ES,2020 q2,5510,0.6454973631804675,"Mr. Shahriar Pourreza, CFA",0.4527869743791289,male,Guggenheim Securities LLC,"('ES', '2020 q2')",0.0
27471,EVRG,2020 q2,5510,0.8270713227196775,"Mr. Shahriar Pourreza, CFA",0.8521988089444024,male,Guggenheim Securities LLC,"('EVRG', '2020 q2')",0.0
27472,NI,2020 q2,5510,0.5294852918345017,"Mr. Shahriar Pourreza, CFA",0.3076940141220954,male,Guggenheim Securities LLC,"('NI', '2020 q2')",0.0
27473,PEG,2020 q2,5510,0.6247896829399526,"Mr. Shahriar Pourreza, CFA",0.4075631870716193,male,Guggenheim Securities LLC,"('PEG', '2020 q2')",0.0
27474,PNW,2020 q2,5510,0.5950399585977293,"Mr. Shahriar Pourreza, CFA",0.3028099705626551,male,Guggenheim Securities LLC,"('PNW', '2020 q2')",0.0
27475,PPL,2020 q2,5510,0.6978984251682543,"Mr. Shahriar Pourreza, CFA",0.597175653245939,male,Guggenheim Securities LLC,"('PPL', '2020 q2')",0.0
27476,SO,2020 q2,5510,0.481175398651036,"Mr. Shahriar Pourreza, CFA",0.3355564012981561,male,Guggenheim Securities LLC,"('SO', '2020 q2')",0.014034733176231384
27477,SRE,2020 q2,5510,0.559650916365035,"Mr. Shahriar Pourreza, CFA",0.2933712802469807,male,Guggenheim Securities LLC,"('SRE', '2020 q2')",0.013799730688333511
27478,AEE,2020 q2,5510,0.6581850029014169,Andrzej Tomczyk,0.9481480861071564,male,CFRA Equity Research,"('AEE', '2020 q2')",0.0
27479,CMS,2020 q2,5510,0.6153516565853299,Andrzej Tomczyk,0.9507845851314284,male,CFRA Equity Research,"('CMS', '2020 q2')",0.0
27480,CNP,2020 q2,5510,0.4847572644874254,Andrzej Tomczyk,0.8743006369908658,male,CFRA Equity Research,"('CNP', '2020 q2')",0.0
27481,EVRG,2020 q2,5510,0.8270713227196775,Andrzej Tomczyk,0.9702266186437706,male,CFRA Equity Research,"('EVRG', '2020 q2')",0.0
27482,LNT,2020 q2,5510,0.7749465209285034,Andrzej Tomczyk,0.9064329657189945,male,CFRA Equity Research,"('LNT', '2020 q2')",0.0
27483,NI,2020 q2,5510,0.5294852918345017,Andrzej Tomczyk,0.8197137348002598,male,CFRA Equity Research,"('NI', '2020 q2')",0.0
27484,PNW,2020 q2,5510,0.5950399585977293,Andrzej Tomczyk,0.9453692423018456,male,CFRA Equity Research,"('PNW', '2020 q2')",0.0
27485,AEP,2020 q2,5510,0.752350337039795,Paige Meyer,0.9522123887759092,female,CFRA Equity Research,"('AEP', '2020 q2')",0.0
27486,AES,2020 q2,5510,0.6405873300148137,Paige Meyer,0.8607359190983209,female,CFRA Equity Research,"('AES', '2020 q2')",0.0
27487,ATO,2020 q2,5510,0.7759913130667898,Paige Meyer,0.9192639996179578,female,CFRA Equity Research,"('ATO', '2020 q2')",0.0
27488,D,2020 q2,5510,0.4970618701092928,Paige Meyer,0.901028334833482,female,CFRA Equity Research,"('D', '2020 q2')",0.0
27489,DTE,2020 q2,5510,0.7099572852449398,Paige Meyer,0.8978885961464093,female,CFRA Equity Research,"('DTE', '2020 q2')",0.0
27490,DUK,2020 q2,5510,0.7431728103762739,Paige Meyer,0.938451752261544,female,CFRA Equity Research,"('DUK', '2020 q2')",0.0
27491,ED,2020 q2,5510,0.5518933538010681,Paige Meyer,0.9569259661657272,female,CFRA Equity Research,"('ED', '2020 q2')",0.0
27492,EIX,2020 q2,5510,0.467770488464161,Paige Meyer,0.768730641484298,female,CFRA Equity Research,"('EIX', '2020 q2')",0.0
27493,ES,2020 q2,5510,0.6454973631804675,Paige Meyer,0.7943139721419357,female,CFRA Equity Research,"('ES', '2020 q2')",0.0
27494,ETR,2020 q2,5510,0.7099785405871761,Paige Meyer,0.9873794056890924,female,CFRA Equity Research,"('ETR', '2020 q2')",0.0
27495,EXC,2020 q2,5510,0.5980611652361313,Paige Meyer,0.8599272203165156,female,CFRA Equity Research,"('EXC', '2020 q2')",0.0
27496,FE,2020 q2,5510,0.5768241909429461,Paige Meyer,0.8991226344409327,female,CFRA Equity Research,"('FE', '2020 q2')",0.0
27497,NEE,2020 q2,5510,0.6004239992444929,Paige Meyer,0.903094618199654,female,CFRA Equity Research,"('NEE', '2020 q2')",0.0
27498,NRG,2020 q2,5510,0.9233159992761518,Paige Meyer,0.92155120264936,female,CFRA Equity Research,"('NRG', '2020 q2')",0.0
27499,PEG,2020 q2,5510,0.6247896829399526,Paige Meyer,0.9254354481828914,female,CFRA Equity Research,"('PEG', '2020 q2')",0.0
27500,PPL,2020 q2,5510,0.6978984251682543,Paige Meyer,0.7837903343392737,female,CFRA Equity Research,"('PPL', '2020 q2')",0.0
27501,SO,2020 q2,5510,0.481175398651036,Paige Meyer,0.9337775623562315,female,CFRA Equity Research,"('SO', '2020 q2')",0.0
27502,SRE,2020 q2,5510,0.559650916365035,Paige Meyer,0.8410406330990584,female,CFRA Equity Research,"('SRE', '2020 q2')",0.0
27503,WEC,2020 q2,5510,0.6842762181002113,Paige Meyer,0.9374314392209796,female,CFRA Equity Research,"('WEC', '2020 q2')",0.0
27504,XEL,2020 q2,5510,0.7048376445229935,Paige Meyer,0.960381863916835,female,CFRA Equity Research,"('XEL', '2020 q2')",0.0
27505,AEP,2020 q2,5510,0.752350337039795,"Eric Beaumont, CFA, CFA",0.7727295930872065,male,Barclays,"('AEP', '2020 q2')",0.0
27506,CNP,2020 q2,5510,0.4847572644874254,"Eric Beaumont, CFA, CFA",0.1454720185805648,male,Barclays,"('CNP', '2020 q2')",0.0
27507,EIX,2020 q2,5510,0.467770488464161,"Eric Beaumont, CFA, CFA",0.1839554419383494,male,Barclays,"('EIX', '2020 q2')",0.0
27508,EXC,2020 q2,5510,0.5980611652361313,"Eric Beaumont, CFA, CFA",0.2055550446395672,male,Barclays,"('EXC', '2020 q2')",0.0
27509,LNT,2020 q2,5510,0.7749465209285034,"Eric Beaumont, CFA, CFA",0.5412151417064289,male,Barclays,"('LNT', '2020 q2')",0.0
27510,AEP,2020 q2,5510,0.752350337039795,Mr. Durgesh Chopra,0.3635754197507911,male,EVERCORE ISI,"('AEP', '2020 q2')",0.0
27511,AES,2020 q2,5510,0.6405873300148137,Mr. Durgesh Chopra,0.4200200029016798,male,EVERCORE ISI,"('AES', '2020 q2')",0.0
27512,CNP,2020 q2,5510,0.4847572644874254,Mr. Durgesh Chopra,0.1109120489437947,male,EVERCORE ISI,"('CNP', '2020 q2')",0.0
27513,ED,2020 q2,5510,0.5518933538010681,Mr. Durgesh Chopra,0.242427312852822,male,EVERCORE ISI,"('ED', '2020 q2')",0.0
27514,EVRG,2020 q2,5510,0.8270713227196775,Mr. Durgesh Chopra,0.4630577553015837,male,EVERCORE ISI,"('EVRG', '2020 q2')",0.0
27515,EXC,2020 q2,5510,0.5980611652361313,Mr. Durgesh Chopra,0.5930207513509415,male,EVERCORE ISI,"('EXC', '2020 q2')",0.03333333507180214
27516,FE,2020 q2,5510,0.5768241909429461,Mr. Durgesh Chopra,0.2866064937900784,male,EVERCORE ISI,"('FE', '2020 q2')",0.0
27517,NI,2020 q2,5510,0.5294852918345017,Mr. Durgesh Chopra,0.2046937584405917,male,EVERCORE ISI,"('NI', '2020 q2')",0.0
27518,SRE,2020 q2,5510,0.559650916365035,Mr. Durgesh Chopra,0.1778378029011253,male,EVERCORE ISI,"('SRE', '2020 q2')",0.01209381502121687
27519,AEP,2020 q2,5510,0.752350337039795,SADIF Research,0.9825926285716736,Not a person,Sadif Analytics Prime,"('AEP', '2020 q2')",0.8970134258270264
27520,EVRG,2020 q2,5510,0.8270713227196775,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('EVRG', '2020 q2')",0.9783065915107727
27521,PNW,2020 q2,5510,0.5950399585977293,SADIF Research,0.9801280750287512,Not a person,Sadif Analytics Prime,"('PNW', '2020 q2')",0.8763761520385742
27522,WEC,2020 q2,5510,0.6842762181002113,SADIF Research,0.9943544340143032,Not a person,Sadif Analytics Prime,"('WEC', '2020 q2')",0.9592107534408569
27523,AES,2020 q2,5510,0.6405873300148137,"Charles J. Fishman, CFA, CFA",0.8421652314717087,male,"Morningstar, Inc.","('AES', '2020 q2')",0.0
27524,AES,2020 q2,5510,0.6405873300148137,"Mr. Shelby Tucker, CFA",0.391047427042715,male,RBC Capital Markets,"('AES', '2020 q2')",0.0
27525,AWK,2020 q2,5510,0.5107102673982171,"Mr. Shelby Tucker, CFA",0.320900186986321,male,RBC Capital Markets,"('AWK', '2020 q2')",0.0
27526,CNP,2020 q2,5510,0.4847572644874254,"Mr. Shelby Tucker, CFA",0.6943676339655102,male,RBC Capital Markets,"('CNP', '2020 q2')",0.03333333507180214
27527,ETR,2020 q2,5510,0.7099785405871761,"Mr. Shelby Tucker, CFA",0.4938530969979883,male,RBC Capital Markets,"('ETR', '2020 q2')",0.0
27528,EXC,2020 q2,5510,0.5980611652361313,"Mr. Shelby Tucker, CFA",0.5930207513509415,male,RBC Capital Markets,"('EXC', '2020 q2')",0.03333333507180214
27529,PEG,2020 q2,5510,0.6247896829399526,"Mr. Shelby Tucker, CFA",0.3436834205720553,male,RBC Capital Markets,"('PEG', '2020 q2')",0.0
27530,SRE,2020 q2,5510,0.559650916365035,"Mr. Shelby Tucker, CFA",0.7829868780460792,male,RBC Capital Markets,"('SRE', '2020 q2')",0.0
27531,XEL,2020 q2,5510,0.7048376445229935,"Mr. Shelby Tucker, CFA",0.4444763459423697,male,RBC Capital Markets,"('XEL', '2020 q2')",0.0
27532,AES,2020 q2,5510,0.6405873300148137,Mr. Steve Fleishman,0.2965959956121761,male,Wolfe Research,"('AES', '2020 q2')",0.0
27533,CMS,2020 q2,5510,0.6153516565853299,Mr. Steve Fleishman,0.2055583286273252,male,Wolfe Research,"('CMS', '2020 q2')",0.0
27534,CNP,2020 q2,5510,0.4847572644874254,Mr. Steve Fleishman,0.1564442410676793,male,Wolfe Research,"('CNP', '2020 q2')",0.0
27535,D,2020 q2,5510,0.4970618701092928,Mr. Steve Fleishman,0.1367224243701369,male,Wolfe Research,"('D', '2020 q2')",0.006249583326280117
27536,ED,2020 q2,5510,0.5518933538010681,Mr. Steve Fleishman,0.1398826153854409,male,Wolfe Research,"('ED', '2020 q2')",0.0
27537,EIX,2020 q2,5510,0.467770488464161,Mr. Steve Fleishman,0.1279416802007698,male,Wolfe Research,"('EIX', '2020 q2')",0.0
27538,ETR,2020 q2,5510,0.7099785405871761,Mr. Steve Fleishman,0.4009067580264143,male,Wolfe Research,"('ETR', '2020 q2')",0.0
27539,EVRG,2020 q2,5510,0.8270713227196775,Mr. Steve Fleishman,0.4899552246698286,male,Wolfe Research,"('EVRG', '2020 q2')",0.0
27540,EXC,2020 q2,5510,0.5980611652361313,Mr. Steve Fleishman,0.2854662422268792,male,Wolfe Research,"('EXC', '2020 q2')",0.009025506985684236
27541,FE,2020 q2,5510,0.5768241909429461,Mr. Steve Fleishman,0.2386783404374478,male,Wolfe Research,"('FE', '2020 q2')",0.0
27542,NEE,2020 q2,5510,0.6004239992444929,Mr. Steve Fleishman,0.2867121307426186,male,Wolfe Research,"('NEE', '2020 q2')",0.0
27543,NI,2020 q2,5510,0.5294852918345017,Mr. Steve Fleishman,0.1904253021525761,male,Wolfe Research,"('NI', '2020 q2')",0.0
27544,PNW,2020 q2,5510,0.5950399585977293,Mr. Steve Fleishman,0.1747884016833884,male,Wolfe Research,"('PNW', '2020 q2')",0.0
27545,PPL,2020 q2,5510,0.6978984251682543,Mr. Steve Fleishman,0.408498975502837,male,Wolfe Research,"('PPL', '2020 q2')",0.0
27546,SO,2020 q2,5510,0.481175398651036,Mr. Steve Fleishman,0.137704239068838,male,Wolfe Research,"('SO', '2020 q2')",0.0424414724111557
27547,SRE,2020 q2,5510,0.559650916365035,Mr. Steve Fleishman,0.1898819339105478,male,Wolfe Research,"('SRE', '2020 q2')",0.0
27548,WEC,2020 q2,5510,0.6842762181002113,Mr. Steve Fleishman,0.2740225200799857,male,Wolfe Research,"('WEC', '2020 q2')",0.0
27549,ATO,2020 q2,5510,0.7759913130667898,"Sarah E. Akers, CFA",0.612938236297481,female,"Wells Fargo Securities, LLC","('ATO', '2020 q2')",0.0
27550,CNP,2020 q2,5510,0.4847572644874254,"Sarah E. Akers, CFA",0.205274748173321,female,"Wells Fargo Securities, LLC","('CNP', '2020 q2')",0.0
27551,D,2020 q2,5510,0.4970618701092928,"Sarah E. Akers, CFA",0.1577535335441708,female,"Wells Fargo Securities, LLC","('D', '2020 q2')",0.0
27552,ED,2020 q2,5510,0.5518933538010681,"Sarah E. Akers, CFA",0.2491081338700124,female,"Wells Fargo Securities, LLC","('ED', '2020 q2')",0.0
27553,NI,2020 q2,5510,0.5294852918345017,"Sarah E. Akers, CFA",0.2310303878386167,female,"Wells Fargo Securities, LLC","('NI', '2020 q2')",0.0
27554,PNW,2020 q2,5510,0.5950399585977293,"Sarah E. Akers, CFA",0.1683763164544336,female,"Wells Fargo Securities, LLC","('PNW', '2020 q2')",0.0
27555,SRE,2020 q2,5510,0.559650916365035,"Sarah E. Akers, CFA",0.1835995154128579,female,"Wells Fargo Securities, LLC","('SRE', '2020 q2')",0.0
27556,ATO,2020 q2,5510,0.7759913130667898,"Charles J. Fishman, CFA",0.8648393243054008,male,"Morningstar, Inc.","('ATO', '2020 q2')",0.0
27557,AWK,2020 q2,5510,0.5107102673982171,"Charles J. Fishman, CFA",0.6160314777651086,male,"Morningstar, Inc.","('AWK', '2020 q2')",0.0
27558,CNP,2020 q2,5510,0.4847572644874254,"Charles J. Fishman, CFA",0.683213574702409,male,"Morningstar, Inc.","('CNP', '2020 q2')",0.0
27559,D,2020 q2,5510,0.4970618701092928,"Charles J. Fishman, CFA",0.7141320977702166,male,"Morningstar, Inc.","('D', '2020 q2')",0.0
27560,DTE,2020 q2,5510,0.7099572852449398,"Charles J. Fishman, CFA",0.8812209628263026,male,"Morningstar, Inc.","('DTE', '2020 q2')",0.011111111690600714
27561,ED,2020 q2,5510,0.5518933538010681,"Charles J. Fishman, CFA",0.6914622382368609,male,"Morningstar, Inc.","('ED', '2020 q2')",0.0
27562,ETR,2020 q2,5510,0.7099785405871761,"Charles J. Fishman, CFA",0.7068799180692122,male,"Morningstar, Inc.","('ETR', '2020 q2')",0.0
27563,EVRG,2020 q2,5510,0.8270713227196775,"Charles J. Fishman, CFA",0.8906291803795819,male,"Morningstar, Inc.","('EVRG', '2020 q2')",0.0
27564,FE,2020 q2,5510,0.5768241909429461,"Charles J. Fishman, CFA",0.8623315722155603,male,"Morningstar, Inc.","('FE', '2020 q2')",0.0
27565,NI,2020 q2,5510,0.5294852918345017,"Charles J. Fishman, CFA",0.8882718816768436,male,"Morningstar, Inc.","('NI', '2020 q2')",0.0
27566,PNW,2020 q2,5510,0.5950399585977293,"Charles J. Fishman, CFA",0.6989490599617955,male,"Morningstar, Inc.","('PNW', '2020 q2')",0.013333334028720856
27567,SO,2020 q2,5510,0.481175398651036,"Charles J. Fishman, CFA",0.7019825392503176,male,"Morningstar, Inc.","('SO', '2020 q2')",0.0
27568,ATO,2020 q2,5510,0.7759913130667898,Mr. Richard J. Ciciarelli,0.5163092485901646,male,BofA Global Research,"('ATO', '2020 q2')",0.0
27569,AWK,2020 q2,5510,0.5107102673982171,Verity Mitchell,0.3804183803486961,female,HSBC,"('AWK', '2020 q2')",0.0
27570,CMS,2020 q2,5510,0.6153516565853299,Mr. Travis Miller,0.805920318468696,male,"Morningstar, Inc.","('CMS', '2020 q2')",0.0
27571,EIX,2020 q2,5510,0.467770488464161,Mr. Travis Miller,0.8034177996238527,male,"Morningstar, Inc.","('EIX', '2020 q2')",0.0
27572,ES,2020 q2,5510,0.6454973631804675,Mr. Travis Miller,0.8690415991372364,male,"Morningstar, Inc.","('ES', '2020 q2')",0.0
27573,NRG,2020 q2,5510,0.9233159992761518,Mr. Travis Miller,0.9369081929503272,male,"Morningstar, Inc.","('NRG', '2020 q2')",0.005903149722144008
27574,PEG,2020 q2,5510,0.6247896829399526,Mr. Travis Miller,0.8091280743123285,male,"Morningstar, Inc.","('PEG', '2020 q2')",0.0
27575,XEL,2020 q2,5510,0.7048376445229935,Mr. Travis Miller,0.7856595480242743,male,"Morningstar, Inc.","('XEL', '2020 q2')",0.0
27576,CMS,2020 q2,5510,0.6153516565853299,Mr. Michael Weinstein,0.3154747366961444,male,Credit Suisse,"('CMS', '2020 q2')",0.0
27577,CNP,2020 q2,5510,0.4847572644874254,Mr. Michael Weinstein,0.1929239830986355,male,Credit Suisse,"('CNP', '2020 q2')",0.0
27578,D,2020 q2,5510,0.4970618701092928,Mr. Michael Weinstein,0.1989378368509926,male,Credit Suisse,"('D', '2020 q2')",0.0
27579,DTE,2020 q2,5510,0.7099572852449398,Mr. Michael Weinstein,0.4165750100909934,male,Credit Suisse,"('DTE', '2020 q2')",0.0
27580,DUK,2020 q2,5510,0.7431728103762739,Mr. Michael Weinstein,0.5032909602526069,male,Credit Suisse,"('DUK', '2020 q2')",0.0
27581,ED,2020 q2,5510,0.5518933538010681,Mr. Michael Weinstein,0.2642638205269366,male,Credit Suisse,"('ED', '2020 q2')",0.0
27582,ES,2020 q2,5510,0.6454973631804675,Mr. Michael Weinstein,0.4027916382736062,male,Credit Suisse,"('ES', '2020 q2')",0.0
27583,EXC,2020 q2,5510,0.5980611652361313,Mr. Michael Weinstein,0.3029360323361498,male,Credit Suisse,"('EXC', '2020 q2')",0.0
27584,NEE,2020 q2,5510,0.6004239992444929,Mr. Michael Weinstein,0.365306481898985,male,Credit Suisse,"('NEE', '2020 q2')",0.0
27585,PNW,2020 q2,5510,0.5950399585977293,Mr. Michael Weinstein,0.2896691110947715,male,Credit Suisse,"('PNW', '2020 q2')",0.0
27586,SO,2020 q2,5510,0.481175398651036,Mr. Michael Weinstein,0.2016601228730505,male,Credit Suisse,"('SO', '2020 q2')",0.0
27587,WEC,2020 q2,5510,0.6842762181002113,Mr. Michael Weinstein,0.3499602999095032,male,Credit Suisse,"('WEC', '2020 q2')",0.0
27588,ES,2020 q2,5510,0.6454973631804675,Mr. Michael Gaugler,0.3153501167509261,male,Janney Montgomery Scott LLC,"('ES', '2020 q2')",0.0
27589,EVRG,2020 q2,5510,0.8270713227196775,Eric Beinstein,0.78921982832678,male,JPMorgan Econ & FI,"('EVRG', '2020 q2')",0.013592698921759924
27590,NI,2020 q2,5510,0.5294852918345017,"Christopher P. Sighinolfi, CFA, CFA",0.4069654856661097,male,Jefferies,"('NI', '2020 q2')",0.0
27591,SO,2020 q2,5510,0.481175398651036,"Mr. Jeremy Tonet, CFA",0.2849563439113022,male,JPMorgan,"('SO', '2020 q2')",0.0
27592,SO,2020 q2,5510,0.481175398651036,Mr. Daniel F. Ford,0.2275158413583817,male,UBS Equities,"('SO', '2020 q2')",0.04462369158864021
27593,ALLE,2018 q3,2010,0.7302593597782142,Mr. Andrew B. Obin,0.5955448617751611,male,BofA Global Research,"('ALLE', '2018 q3')",0.0
27594,AME,2018 q3,2010,0.5410779933379053,Mr. Andrew B. Obin,0.2134011277062264,male,BofA Global Research,"('AME', '2018 q3')",0.0
27595,DOV,2018 q3,2010,0.5238980568136165,Mr. Andrew B. Obin,0.3825416312160447,male,BofA Global Research,"('DOV', '2018 q3')",0.0
27596,EMR,2018 q3,2010,0.4615233625643624,Mr. Andrew B. Obin,0.2412698006037201,male,BofA Global Research,"('EMR', '2018 q3')",0.0
27597,ETN,2018 q3,2010,0.6126198535305548,Mr. Andrew B. Obin,0.3864709867142844,male,BofA Global Research,"('ETN', '2018 q3')",0.020717645063996315
27598,FLS,2018 q3,2010,0.4912401391202027,Mr. Andrew B. Obin,0.442861875712027,male,BofA Global Research,"('FLS', '2018 q3')",0.0
27599,GD,2018 q3,2010,0.4503365469884708,Mr. Andrew B. Obin,0.2235868277463075,male,BofA Global Research,"('GD', '2018 q3')",0.0
27600,GE,2018 q3,2010,0.5338720784815778,Mr. Andrew B. Obin,0.1864280199079472,male,BofA Global Research,"('GE', '2018 q3')",0.0
27601,HON,2018 q3,2010,0.4574981702113191,Mr. Andrew B. Obin,0.2145632888187657,male,BofA Global Research,"('HON', '2018 q3')",0.0
27602,MMM,2018 q3,2010,0.8180308342491256,Mr. Andrew B. Obin,0.6366769882669118,male,BofA Global Research,"('MMM', '2018 q3')",0.0
27603,PNR,2018 q3,2010,0.8143306105757898,Mr. Andrew B. Obin,0.6365397154874926,male,BofA Global Research,"('PNR', '2018 q3')",0.0
27604,ROK,2018 q3,2010,0.669053634609272,Mr. Andrew B. Obin,0.5684980940942437,male,BofA Global Research,"('ROK', '2018 q3')",0.018000395968556404
27605,TT,2018 q3,2010,0.635356009505977,Mr. Andrew B. Obin,0.3839005085934278,male,BofA Global Research,"('TT', '2018 q3')",0.0
27606,ALLE,2018 q3,2010,0.7302593597782142,Mr. Joshua C. Pokrzywinski,0.6588296664846366,male,Morgan Stanley,"('ALLE', '2018 q3')",0.0
27607,ALLE,2018 q3,2010,0.7302593597782142,Mr. Saliq Khan,0.3777599626107972,male,"Imperial Capital, LLC","('ALLE', '2018 q3')",0.0
27608,ALLE,2018 q3,2010,0.7302593597782142,"Mr. Richard M. Kwas, CFA",0.6083387774056501,male,"Wells Fargo Securities, LLC","('ALLE', '2018 q3')",0.0
27609,EMR,2018 q3,2010,0.4615233625643624,"Mr. Richard M. Kwas, CFA",0.1453227879685286,male,"Wells Fargo Securities, LLC","('EMR', '2018 q3')",0.011111111690600714
27610,JCI,2018 q3,2010,0.60144820542119,"Mr. Richard M. Kwas, CFA",0.4876847667891094,male,"Wells Fargo Securities, LLC","('JCI', '2018 q3')",0.01666666753590107
27611,ROK,2018 q3,2010,0.669053634609272,"Mr. Richard M. Kwas, CFA",0.5012473991001661,male,"Wells Fargo Securities, LLC","('ROK', '2018 q3')",0.0
27612,SWK,2018 q3,2010,0.505998637709232,"Mr. Richard M. Kwas, CFA",0.3581120710114173,male,"Wells Fargo Securities, LLC","('SWK', '2018 q3')",0.01666666753590107
27613,TT,2018 q3,2010,0.635356009505977,"Mr. Richard M. Kwas, CFA",0.4053416619828237,male,"Wells Fargo Securities, LLC","('TT', '2018 q3')",0.0
27614,ALLE,2018 q3,2010,0.7302593597782142,Brian Bernard,0.7173538471261477,male,"Morningstar, Inc.","('ALLE', '2018 q3')",0.0
27615,FAST,2018 q3,2010,0.7078837730250227,Brian Bernard,0.6586953620677314,male,"Morningstar, Inc.","('FAST', '2018 q3')",0.0
27616,FBHS,2018 q3,2010,0.6514543679089945,Brian Bernard,0.5378484089909057,male,"Morningstar, Inc.","('FBHS', '2018 q3')",0.0
27617,GWW,2018 q3,2010,0.6683956610575454,Brian Bernard,0.6604463568043002,male,"Morningstar, Inc.","('GWW', '2018 q3')",0.0
27618,TT,2018 q3,2010,0.635356009505977,Brian Bernard,0.665867878759208,male,"Morningstar, Inc.","('TT', '2018 q3')",0.0
27619,ALLE,2018 q3,2010,0.7302593597782142,Mr. Rizk Maidi,0.5947895584967441,male,Berenberg,"('ALLE', '2018 q3')",0.0
27620,CAT,2018 q3,2010,0.590051418035963,Mr. Rizk Maidi,0.2820049425389613,male,Berenberg,"('CAT', '2018 q3')",0.0
27621,ALLE,2018 q3,2010,0.7302593597782142,Julian Mitchell,0.7116290937645955,male,Barclays,"('ALLE', '2018 q3')",0.005418521352112293
27622,DOV,2018 q3,2010,0.5238980568136165,Julian Mitchell,0.154578856868983,male,Barclays,"('DOV', '2018 q3')",0.0
27623,EMR,2018 q3,2010,0.4615233625643624,Julian Mitchell,0.265824045363658,male,Barclays,"('EMR', '2018 q3')",0.0
27624,ETN,2018 q3,2010,0.6126198535305548,Julian Mitchell,0.3575506860868099,male,Barclays,"('ETN', '2018 q3')",0.0
27625,GD,2018 q3,2010,0.4503365469884708,Julian Mitchell,0.20296562341637,male,Barclays,"('GD', '2018 q3')",0.0
27626,GE,2018 q3,2010,0.5338720784815778,Julian Mitchell,0.4903919781276649,male,Barclays,"('GE', '2018 q3')",0.0
27627,HON,2018 q3,2010,0.4574981702113191,Julian Mitchell,0.2335272405380342,male,Barclays,"('HON', '2018 q3')",0.0
27628,MMM,2018 q3,2010,0.8180308342491256,Julian Mitchell,0.5971449409323301,male,Barclays,"('MMM', '2018 q3')",0.0
27629,PH,2018 q3,2010,0.7475218558392336,Julian Mitchell,0.4415918584223369,male,Barclays,"('PH', '2018 q3')",0.01708381436765194
27630,ALLE,2018 q3,2010,0.7302593597782142,Matthew Miller,0.6627403339855078,male,CFRA Equity Research,"('ALLE', '2018 q3')",0.0
27631,AOS,2018 q3,2010,0.2797958267251753,Matthew Miller,0.2797958267251753,male,CFRA Equity Research,"('AOS', '2018 q3')",0.0
27632,FBHS,2018 q3,2010,0.6514543679089945,Matthew Miller,0.6218091868805661,male,CFRA Equity Research,"('FBHS', '2018 q3')",0.0
27633,HWM,2018 q3,2010,0.5552098239605089,Matthew Miller,0.439376007654617,male,CFRA Equity Research,"('HWM', '2018 q3')",0.0
27634,JCI,2018 q3,2010,0.60144820542119,Matthew Miller,0.7637476445871734,male,CFRA Equity Research,"('JCI', '2018 q3')",0.0
27635,MAS,2018 q3,2010,0.4323297918699202,Matthew Miller,0.6334247209849501,male,CFRA Equity Research,"('MAS', '2018 q3')",0.0
27636,AME,2018 q3,2010,0.5410779933379053,"Brian K. Langenberg, CFA",0.2643760205359639,male,Langenberg & Co,"('AME', '2018 q3')",0.0
27637,EMR,2018 q3,2010,0.4615233625643624,"Brian K. Langenberg, CFA",0.1511740770158944,male,Langenberg & Co,"('EMR', '2018 q3')",0.0
27638,RTX,2018 q3,2010,0.5092072900849471,"Brian K. Langenberg, CFA",0.1799717102138007,male,Langenberg & Co,"('RTX', '2018 q3')",0.0
27639,AME,2018 q3,2010,0.5410779933379053,"Mr. Deane Dray, CFA",0.1562946786616123,male,RBC Capital Markets,"('AME', '2018 q3')",0.0
27640,DOV,2018 q3,2010,0.5238980568136165,"Mr. Deane Dray, CFA",0.1874821975931842,male,RBC Capital Markets,"('DOV', '2018 q3')",0.0
27641,EMR,2018 q3,2010,0.4615233625643624,"Mr. Deane Dray, CFA",0.1782548254762662,male,RBC Capital Markets,"('EMR', '2018 q3')",0.01666666753590107
27642,ETN,2018 q3,2010,0.6126198535305548,"Mr. Deane Dray, CFA",0.2082802431371977,male,RBC Capital Markets,"('ETN', '2018 q3')",0.0
27643,FLS,2018 q3,2010,0.4912401391202027,"Mr. Deane Dray, CFA",0.2902561221660382,male,RBC Capital Markets,"('FLS', '2018 q3')",0.0
27644,GD,2018 q3,2010,0.4503365469884708,"Mr. Deane Dray, CFA",0.1925143487989346,male,RBC Capital Markets,"('GD', '2018 q3')",0.0
27645,GE,2018 q3,2010,0.5338720784815778,"Mr. Deane Dray, CFA",0.1687999486313574,male,RBC Capital Markets,"('GE', '2018 q3')",0.011111111690600714
27646,GWW,2018 q3,2010,0.6683956610575454,"Mr. Deane Dray, CFA",0.4926396088629009,male,RBC Capital Markets,"('GWW', '2018 q3')",0.010319190099835396
27647,HON,2018 q3,2010,0.4574981702113191,"Mr. Deane Dray, CFA",0.1421442536730864,male,RBC Capital Markets,"('HON', '2018 q3')",0.03051045536994934
27648,IEX,2018 q3,2010,0.681312847690231,"Mr. Deane Dray, CFA",0.4287646180161219,male,RBC Capital Markets,"('IEX', '2018 q3')",0.0
27649,JCI,2018 q3,2010,0.60144820542119,"Mr. Deane Dray, CFA",0.3870805534991956,male,RBC Capital Markets,"('JCI', '2018 q3')",0.0
27650,MMM,2018 q3,2010,0.8180308342491256,"Mr. Deane Dray, CFA",0.5071447034035358,male,RBC Capital Markets,"('MMM', '2018 q3')",0.0
27651,PNR,2018 q3,2010,0.8143306105757898,"Mr. Deane Dray, CFA",0.6150934470266404,male,RBC Capital Markets,"('PNR', '2018 q3')",0.0
27652,ROP,2018 q3,2010,0.7227827236103315,"Mr. Deane Dray, CFA",0.3983326907658456,male,RBC Capital Markets,"('ROP', '2018 q3')",0.0
27653,RTX,2018 q3,2010,0.5092072900849471,"Mr. Deane Dray, CFA",0.2152443521155373,male,RBC Capital Markets,"('RTX', '2018 q3')",0.0
27654,AME,2018 q3,2010,0.5410779933379053,Mr. Nigel E. Coe,0.1688996154423183,male,Wolfe Research,"('AME', '2018 q3')",0.0
27655,DOV,2018 q3,2010,0.5238980568136165,Mr. Nigel E. Coe,0.2893251024714483,male,Wolfe Research,"('DOV', '2018 q3')",0.0
27656,EMR,2018 q3,2010,0.4615233625643624,Mr. Nigel E. Coe,0.1310668621058759,male,Wolfe Research,"('EMR', '2018 q3')",0.0
27657,GD,2018 q3,2010,0.4503365469884708,Mr. Nigel E. Coe,0.3282672761657029,male,Wolfe Research,"('GD', '2018 q3')",0.008572408929467201
27658,GE,2018 q3,2010,0.5338720784815778,Mr. Nigel E. Coe,0.4131585202781364,male,Wolfe Research,"('GE', '2018 q3')",0.0056135642031828565
27659,HON,2018 q3,2010,0.4574981702113191,Mr. Nigel E. Coe,0.1531507575158182,male,Wolfe Research,"('HON', '2018 q3')",0.0
27660,ITW,2018 q3,2010,0.6994489668759212,Mr. Nigel E. Coe,0.3170939828403092,male,Wolfe Research,"('ITW', '2018 q3')",0.0
27661,TT,2018 q3,2010,0.635356009505977,Mr. Nigel E. Coe,0.3987373055171149,male,Wolfe Research,"('TT', '2018 q3')",0.0
27662,AME,2018 q3,2010,0.5410779933379053,Elizabeth Vermillion,0.7069341981219737,female,CFRA Equity Research,"('AME', '2018 q3')",0.0
27663,CAT,2018 q3,2010,0.590051418035963,Elizabeth Vermillion,0.6213744879934393,female,CFRA Equity Research,"('CAT', '2018 q3')",0.0
27664,CMI,2018 q3,2010,0.4570665770044546,Elizabeth Vermillion,0.7277950364755054,female,CFRA Equity Research,"('CMI', '2018 q3')",0.0
27665,DE,2018 q3,2010,0.6550100025869497,Elizabeth Vermillion,0.6878362364621412,female,CFRA Equity Research,"('DE', '2018 q3')",0.0
27666,DOV,2018 q3,2010,0.5238980568136165,Elizabeth Vermillion,0.8727954046472053,female,CFRA Equity Research,"('DOV', '2018 q3')",0.0
27667,EMR,2018 q3,2010,0.4615233625643624,Elizabeth Vermillion,0.6909016253343877,female,CFRA Equity Research,"('EMR', '2018 q3')",0.0
27668,ETN,2018 q3,2010,0.6126198535305548,Elizabeth Vermillion,0.7165156171958433,female,CFRA Equity Research,"('ETN', '2018 q3')",0.0
27669,FAST,2018 q3,2010,0.7078837730250227,Elizabeth Vermillion,0.676396963397554,female,CFRA Equity Research,"('FAST', '2018 q3')",0.0
27670,FLS,2018 q3,2010,0.4912401391202027,Elizabeth Vermillion,0.8053922263341711,female,CFRA Equity Research,"('FLS', '2018 q3')",0.0
27671,GD,2018 q3,2010,0.4503365469884708,Elizabeth Vermillion,0.899659770190912,female,CFRA Equity Research,"('GD', '2018 q3')",0.0
27672,GWW,2018 q3,2010,0.6683956610575454,Elizabeth Vermillion,0.8140093958829704,female,CFRA Equity Research,"('GWW', '2018 q3')",0.0
27673,ITW,2018 q3,2010,0.6994489668759212,Elizabeth Vermillion,0.7266772327819071,female,CFRA Equity Research,"('ITW', '2018 q3')",0.0
27674,PCAR,2018 q3,2010,0.7199416231804917,Elizabeth Vermillion,0.7440200772551068,female,CFRA Equity Research,"('PCAR', '2018 q3')",0.0
27675,PH,2018 q3,2010,0.7475218558392336,Elizabeth Vermillion,0.8289354745403957,female,CFRA Equity Research,"('PH', '2018 q3')",0.0
27676,PNR,2018 q3,2010,0.8143306105757898,Elizabeth Vermillion,0.8377551420128301,female,CFRA Equity Research,"('PNR', '2018 q3')",0.0
27677,PWR,2018 q3,2010,0.0,Elizabeth Vermillion,,female,CFRA Equity Research,"('PWR', '2018 q3')",0.0
27678,ROK,2018 q3,2010,0.669053634609272,Elizabeth Vermillion,0.7456294825513715,female,CFRA Equity Research,"('ROK', '2018 q3')",0.0
27679,SNA,2018 q3,2010,0.8396691250623421,Elizabeth Vermillion,0.7689008248294448,female,CFRA Equity Research,"('SNA', '2018 q3')",0.0
27680,SWK,2018 q3,2010,0.505998637709232,Elizabeth Vermillion,0.5444482130806817,female,CFRA Equity Research,"('SWK', '2018 q3')",0.0
27681,TT,2018 q3,2010,0.635356009505977,Elizabeth Vermillion,0.7900908021319419,female,CFRA Equity Research,"('TT', '2018 q3')",0.0
27682,URI,2018 q3,2010,0.6754279504170431,Elizabeth Vermillion,0.6860857569709559,female,CFRA Equity Research,"('URI', '2018 q3')",0.0
27683,AME,2018 q3,2010,0.5410779933379053,Mr. Keith Schoonmaker,0.6525729649259598,male,"Morningstar, Inc.","('AME', '2018 q3')",0.0
27684,CAT,2018 q3,2010,0.590051418035963,Mr. Keith Schoonmaker,0.6997034035470496,male,"Morningstar, Inc.","('CAT', '2018 q3')",0.0
27685,DE,2018 q3,2010,0.6550100025869497,Mr. Keith Schoonmaker,0.7071981887912789,male,"Morningstar, Inc.","('DE', '2018 q3')",0.0
27686,EMR,2018 q3,2010,0.4615233625643624,Mr. Keith Schoonmaker,0.6107956740111512,male,"Morningstar, Inc.","('EMR', '2018 q3')",0.0
27687,ETN,2018 q3,2010,0.6126198535305548,Mr. Keith Schoonmaker,0.6495214751146544,male,"Morningstar, Inc.","('ETN', '2018 q3')",0.03333333507180214
27688,HON,2018 q3,2010,0.4574981702113191,Mr. Keith Schoonmaker,0.4412113896520552,male,"Morningstar, Inc.","('HON', '2018 q3')",0.0
27689,ITW,2018 q3,2010,0.6994489668759212,Mr. Keith Schoonmaker,0.8989478043387316,male,"Morningstar, Inc.","('ITW', '2018 q3')",0.0
27690,ROK,2018 q3,2010,0.669053634609272,Mr. Keith Schoonmaker,0.6225604248264505,male,"Morningstar, Inc.","('ROK', '2018 q3')",0.0
27691,ROP,2018 q3,2010,0.7227827236103315,Mr. Keith Schoonmaker,0.7142539745322594,male,"Morningstar, Inc.","('ROP', '2018 q3')",0.0
27692,AME,2018 q3,2010,0.5410779933379053,Christopher D. Glynn,0.360384603711438,male,"Oppenheimer & Co., Inc.","('AME', '2018 q3')",0.0
27693,EMR,2018 q3,2010,0.4615233625643624,Christopher D. Glynn,0.3483405259547036,male,"Oppenheimer & Co., Inc.","('EMR', '2018 q3')",0.0
27694,ETN,2018 q3,2010,0.6126198535305548,Christopher D. Glynn,0.4374999794146345,male,"Oppenheimer & Co., Inc.","('ETN', '2018 q3')",0.0
27695,GE,2018 q3,2010,0.5338720784815778,Christopher D. Glynn,0.2838033697240407,male,"Oppenheimer & Co., Inc.","('GE', '2018 q3')",0.011092271655797958
27696,GWW,2018 q3,2010,0.6683956610575454,Christopher D. Glynn,0.6129316992678876,male,"Oppenheimer & Co., Inc.","('GWW', '2018 q3')",0.0
27697,HON,2018 q3,2010,0.4574981702113191,Christopher D. Glynn,0.2237599061835041,male,"Oppenheimer & Co., Inc.","('HON', '2018 q3')",0.0
27698,ROP,2018 q3,2010,0.7227827236103315,Christopher D. Glynn,0.4406801170182188,male,"Oppenheimer & Co., Inc.","('ROP', '2018 q3')",0.0
27699,SNA,2018 q3,2010,0.8396691250623421,Christopher D. Glynn,0.6349877759652889,male,"Oppenheimer & Co., Inc.","('SNA', '2018 q3')",0.010520793497562408
27700,AME,2018 q3,2010,0.5410779933379053,Mr. Sawyer C. Rice,0.4847736910035197,male,Morgan Stanley,"('AME', '2018 q3')",0.0
27701,GD,2018 q3,2010,0.4503365469884708,Mr. Sawyer C. Rice,0.2302990557549062,male,Morgan Stanley,"('GD', '2018 q3')",0.0
27702,ROK,2018 q3,2010,0.669053634609272,Mr. Sawyer C. Rice,0.5868644229298065,male,Morgan Stanley,"('ROK', '2018 q3')",0.0
27703,AME,2018 q3,2010,0.5410779933379053,"Allison A. Poliniak-Cusic, CFA",0.185775710734649,female,"Wells Fargo Securities, LLC","('AME', '2018 q3')",0.01666666753590107
27704,FAST,2018 q3,2010,0.7078837730250227,"Allison A. Poliniak-Cusic, CFA",0.6992917601409799,female,"Wells Fargo Securities, LLC","('FAST', '2018 q3')",0.03333333507180214
27705,GWW,2018 q3,2010,0.6683956610575454,"Allison A. Poliniak-Cusic, CFA",0.2979770346955712,female,"Wells Fargo Securities, LLC","('GWW', '2018 q3')",0.0
27706,IEX,2018 q3,2010,0.681312847690231,"Allison A. Poliniak-Cusic, CFA",0.408522099519973,female,"Wells Fargo Securities, LLC","('IEX', '2018 q3')",0.0
27707,ROP,2018 q3,2010,0.7227827236103315,"Allison A. Poliniak-Cusic, CFA",0.4476680511593827,female,"Wells Fargo Securities, LLC","('ROP', '2018 q3')",0.01666666753590107
27708,WAB,2018 q3,2010,0.7430094988241561,"Allison A. Poliniak-Cusic, CFA",0.4575977906302746,female,"Wells Fargo Securities, LLC","('WAB', '2018 q3')",0.01666666753590107
27709,AME,2018 q3,2010,0.5410779933379053,Mr. Michael Gaugler,0.2878160700167917,male,Janney Montgomery Scott LLC,"('AME', '2018 q3')",0.0
27710,IEX,2018 q3,2010,0.681312847690231,Mr. Michael Gaugler,0.5855313494098544,male,Janney Montgomery Scott LLC,"('IEX', '2018 q3')",0.05260510370135307
27711,AME,2018 q3,2010,0.5410779933379053,Mr. Joseph C. Giordano,0.8218739052732885,male,Cowen and Company,"('AME', '2018 q3')",0.0
27712,FLS,2018 q3,2010,0.4912401391202027,Mr. Joseph C. Giordano,0.2861161176949232,male,Cowen and Company,"('FLS', '2018 q3')",0.0
27713,IEX,2018 q3,2010,0.681312847690231,Mr. Joseph C. Giordano,0.7481121778271126,male,Cowen and Company,"('IEX', '2018 q3')",0.0
27714,PH,2018 q3,2010,0.7475218558392336,Mr. Joseph C. Giordano,0.783096911803271,male,Cowen and Company,"('PH', '2018 q3')",0.0
27715,ROP,2018 q3,2010,0.7227827236103315,Mr. Joseph C. Giordano,0.7183461302934294,male,Cowen and Company,"('ROP', '2018 q3')",0.0
27716,AOS,2018 q3,2010,0.2797958267251753,Mr. Charles D. Brady,0.2797958267251753,male,SunTrust Robinson Humphrey Capital Markets,"('AOS', '2018 q3')",0.009114578987161318
27717,DOV,2018 q3,2010,0.5238980568136165,Mr. Charles D. Brady,0.3253197299273145,male,SunTrust Robinson Humphrey Capital Markets,"('DOV', '2018 q3')",0.0
27718,FLS,2018 q3,2010,0.4912401391202027,Mr. Charles D. Brady,0.2541905000043949,male,SunTrust Robinson Humphrey Capital Markets,"('FLS', '2018 q3')",0.0
27719,GD,2018 q3,2010,0.4503365469884708,Mr. Charles D. Brady,0.345105389833932,male,SunTrust Robinson Humphrey Capital Markets,"('GD', '2018 q3')",0.0
27720,IEX,2018 q3,2010,0.681312847690231,Mr. Charles D. Brady,0.3867073611480002,male,SunTrust Robinson Humphrey Capital Markets,"('IEX', '2018 q3')",0.0
27721,BA,2018 q3,2010,0.5561961205666239,Mr. Sam J. Pearlstein,0.1416220016538785,male,"Wells Fargo Securities, LLC","('BA', '2018 q3')",0.0
27722,HII,2018 q3,2010,0.310801114702525,Mr. Sam J. Pearlstein,0.2066892384086499,male,"Wells Fargo Securities, LLC","('HII', '2018 q3')",0.018192343413829803
27723,HWM,2018 q3,2010,0.5552098239605089,Mr. Sam J. Pearlstein,0.4858885989427088,male,"Wells Fargo Securities, LLC","('HWM', '2018 q3')",0.0
27724,NOC,2018 q3,2010,0.5253206508349554,Mr. Sam J. Pearlstein,0.2742740045568066,male,"Wells Fargo Securities, LLC","('NOC', '2018 q3')",0.0
27725,RTX,2018 q3,2010,0.5092072900849471,Mr. Sam J. Pearlstein,0.1480079239199094,male,"Wells Fargo Securities, LLC","('RTX', '2018 q3')",0.0
27726,TXT,2018 q3,2010,0.7507995513406303,Mr. Sam J. Pearlstein,0.421176669505146,male,"Wells Fargo Securities, LLC","('TXT', '2018 q3')",0.01666666753590107
27727,BA,2018 q3,2010,0.5561961205666239,"Mr. Cai Von Rumohr, CFA",0.1408764622794707,male,Cowen and Company,"('BA', '2018 q3')",0.019880373030900955
27728,LMT,2018 q3,2010,0.4849540177527902,"Mr. Cai Von Rumohr, CFA",0.1582724554633847,male,Cowen and Company,"('LMT', '2018 q3')",0.007770342752337456
27729,NOC,2018 q3,2010,0.5253206508349554,"Mr. Cai Von Rumohr, CFA",0.2847948105076741,male,Cowen and Company,"('NOC', '2018 q3')",0.0
27730,RTX,2018 q3,2010,0.5092072900849471,"Mr. Cai Von Rumohr, CFA",0.2984787140169105,male,Cowen and Company,"('RTX', '2018 q3')",0.0
27731,BA,2018 q3,2010,0.5561961205666239,Ronald J. J. Epstein,0.2491452698797359,male,BofA Global Research,"('BA', '2018 q3')",0.0
27732,HII,2018 q3,2010,0.310801114702525,Ronald J. J. Epstein,0.3470724889581181,male,BofA Global Research,"('HII', '2018 q3')",0.0
27733,LMT,2018 q3,2010,0.4849540177527902,Ronald J. J. Epstein,0.3372794042296255,male,BofA Global Research,"('LMT', '2018 q3')",0.0
27734,NOC,2018 q3,2010,0.5253206508349554,Ronald J. J. Epstein,0.3234479442818168,male,BofA Global Research,"('NOC', '2018 q3')",0.0
27735,RTX,2018 q3,2010,0.5092072900849471,Ronald J. J. Epstein,0.2070299807423091,male,BofA Global Research,"('RTX', '2018 q3')",0.0
27736,TXT,2018 q3,2010,0.7507995513406303,Ronald J. J. Epstein,0.4869788997371528,male,BofA Global Research,"('TXT', '2018 q3')",0.0
27737,BA,2018 q3,2010,0.5561961205666239,SADIF Research,0.971333570021548,Not a person,Sadif Analytics Prime,"('BA', '2018 q3')",0.9592272043228149
27738,ETN,2018 q3,2010,0.6126198535305548,SADIF Research,0.9698677558200292,Not a person,Sadif Analytics Prime,"('ETN', '2018 q3')",0.9795821905136108
27739,FBHS,2018 q3,2010,0.6514543679089945,SADIF Research,0.9397632089667166,Not a person,Sadif Analytics Prime,"('FBHS', '2018 q3')",0.916115403175354
27740,IEX,2018 q3,2010,0.681312847690231,SADIF Research,0.966951393756074,Not a person,Sadif Analytics Prime,"('IEX', '2018 q3')",0.9704503417015076
27741,IR,2018 q3,2010,0.696317932621062,SADIF Research,0.9946462075830284,Not a person,Sadif Analytics Prime,"('IR', '2018 q3')",0.9150272011756897
27742,ITW,2018 q3,2010,0.6994489668759212,SADIF Research,0.9701024887409798,Not a person,Sadif Analytics Prime,"('ITW', '2018 q3')",0.8815159201622009
27743,MMM,2018 q3,2010,0.8180308342491256,SADIF Research,0.9769249006949988,Not a person,Sadif Analytics Prime,"('MMM', '2018 q3')",0.978306770324707
27744,PCAR,2018 q3,2010,0.7199416231804917,SADIF Research,0.963544308487474,Not a person,Sadif Analytics Prime,"('PCAR', '2018 q3')",0.9499959945678711
27745,PH,2018 q3,2010,0.7475218558392336,SADIF Research,0.9913494899307318,Not a person,Sadif Analytics Prime,"('PH', '2018 q3')",0.9794403314590454
27746,PNR,2018 q3,2010,0.8143306105757898,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PNR', '2018 q3')",0.9791497588157654
27747,SNA,2018 q3,2010,0.8396691250623421,SADIF Research,0.9932062120572268,Not a person,Sadif Analytics Prime,"('SNA', '2018 q3')",0.9785425066947937
27748,TXT,2018 q3,2010,0.7507995513406303,SADIF Research,0.9958556084829882,Not a person,Sadif Analytics Prime,"('TXT', '2018 q3')",0.9521517753601074
27749,URI,2018 q3,2010,0.6754279504170431,SADIF Research,0.9746364471097584,Not a person,Sadif Analytics Prime,"('URI', '2018 q3')",0.9433807134628296
27750,WAB,2018 q3,2010,0.7430094988241561,SADIF Research,0.9663000153746926,Not a person,Sadif Analytics Prime,"('WAB', '2018 q3')",0.8971421718597412
27751,BA,2018 q3,2010,0.5561961205666239,Mr. Richard T. Safran,0.2298488119353478,male,The Buckingham Research Group,"('BA', '2018 q3')",0.0
27752,HII,2018 q3,2010,0.310801114702525,Mr. Richard T. Safran,0.2533779830363239,male,The Buckingham Research Group,"('HII', '2018 q3')",0.0
27753,BA,2018 q3,2010,0.5561961205666239,Mr. Robert M. Spingarn,0.183577075694843,male,Credit Suisse,"('BA', '2018 q3')",0.0
27754,HII,2018 q3,2010,0.310801114702525,Mr. Robert M. Spingarn,0.2802013276849247,male,Credit Suisse,"('HII', '2018 q3')",0.0
27755,LHX,2018 q3,2010,0.7598653578156386,Mr. Robert M. Spingarn,0.7409132624372662,male,Credit Suisse,"('LHX', '2018 q3')",0.0
27756,LMT,2018 q3,2010,0.4849540177527902,Mr. Robert M. Spingarn,0.2577467429272734,male,Credit Suisse,"('LMT', '2018 q3')",0.0
27757,NOC,2018 q3,2010,0.5253206508349554,Mr. Robert M. Spingarn,0.2950638402263901,male,Credit Suisse,"('NOC', '2018 q3')",0.0
27758,TDG,2018 q3,2010,0.5660305991272239,Mr. Robert M. Spingarn,0.246944702127717,male,Credit Suisse,"('TDG', '2018 q3')",0.0
27759,BA,2018 q3,2010,0.5561961205666239,Mr. Chris Higgins,0.4378011775262042,male,"Morningstar, Inc.","('BA', '2018 q3')",0.0
27760,LMT,2018 q3,2010,0.4849540177527902,Mr. Chris Higgins,0.3930712704260701,male,"Morningstar, Inc.","('LMT', '2018 q3')",0.0
27761,NOC,2018 q3,2010,0.5253206508349554,Mr. Chris Higgins,0.4785988336575479,male,"Morningstar, Inc.","('NOC', '2018 q3')",0.0
27762,RTX,2018 q3,2010,0.5092072900849471,Mr. Chris Higgins,0.4980363599566888,male,"Morningstar, Inc.","('RTX', '2018 q3')",0.0
27763,TXT,2018 q3,2010,0.7507995513406303,Mr. Chris Higgins,0.826582450311049,male,"Morningstar, Inc.","('TXT', '2018 q3')",0.0
27764,BA,2018 q3,2010,0.5561961205666239,"Mr. Matthew W. McConnell, CFA",0.6910754722363757,male,RBC Capital Markets,"('BA', '2018 q3')",0.0
27765,RTX,2018 q3,2010,0.5092072900849471,"Mr. Matthew W. McConnell, CFA",0.7510989277184789,male,RBC Capital Markets,"('RTX', '2018 q3')",0.0
27766,BA,2018 q3,2010,0.5561961205666239,Mr. Zafar Khan,0.8286329332931189,male,Societe Generale,"('BA', '2018 q3')",0.0
27767,BA,2018 q3,2010,0.5561961205666239,Ryan Booker,0.3467600535338351,male,Berenberg,"('BA', '2018 q3')",0.043824249878525734
27768,LMT,2018 q3,2010,0.4849540177527902,Ryan Booker,0.3455243629539496,male,Berenberg,"('LMT', '2018 q3')",0.0
27769,TDG,2018 q3,2010,0.5660305991272239,Ryan Booker,0.4250923106600526,male,Berenberg,"('TDG', '2018 q3')",0.0
27770,BA,2018 q3,2010,0.5561961205666239,Sheila Kahyaoglu,0.1101908098853197,female,Jefferies,"('BA', '2018 q3')",0.0
27771,LHX,2018 q3,2010,0.7598653578156386,Sheila Kahyaoglu,0.648484443540054,female,Jefferies,"('LHX', '2018 q3')",0.0
27772,LMT,2018 q3,2010,0.4849540177527902,Sheila Kahyaoglu,0.2026380272446541,female,Jefferies,"('LMT', '2018 q3')",0.0
27773,NOC,2018 q3,2010,0.5253206508349554,Sheila Kahyaoglu,0.5805675529793998,female,Jefferies,"('NOC', '2018 q3')",0.0
27774,RTX,2018 q3,2010,0.5092072900849471,Sheila Kahyaoglu,0.2951950964891264,female,Jefferies,"('RTX', '2018 q3')",0.0
27775,TDG,2018 q3,2010,0.5660305991272239,Sheila Kahyaoglu,0.5079700399630346,female,Jefferies,"('TDG', '2018 q3')",0.0
27776,TXT,2018 q3,2010,0.7507995513406303,Sheila Kahyaoglu,0.4705614240137679,female,Jefferies,"('TXT', '2018 q3')",0.014256716705858707
27777,BA,2018 q3,2010,0.5561961205666239,Mr. James A. Corridore,0.5007314418201606,male,CFRA Equity Research,"('BA', '2018 q3')",0.0
27778,GE,2018 q3,2010,0.5338720784815778,Mr. James A. Corridore,0.5244293678721196,male,CFRA Equity Research,"('GE', '2018 q3')",0.0
27779,HON,2018 q3,2010,0.4574981702113191,Mr. James A. Corridore,0.632437246616414,male,CFRA Equity Research,"('HON', '2018 q3')",0.0
27780,LMT,2018 q3,2010,0.4849540177527902,Mr. James A. Corridore,0.4964907518371813,male,CFRA Equity Research,"('LMT', '2018 q3')",0.0
27781,MMM,2018 q3,2010,0.8180308342491256,Mr. James A. Corridore,0.9188578758379984,male,CFRA Equity Research,"('MMM', '2018 q3')",0.01602343376725912
27782,NOC,2018 q3,2010,0.5253206508349554,Mr. James A. Corridore,0.6886949444639853,male,CFRA Equity Research,"('NOC', '2018 q3')",0.0
27783,ROP,2018 q3,2010,0.7227827236103315,Mr. James A. Corridore,0.8718537870959205,male,CFRA Equity Research,"('ROP', '2018 q3')",0.0
27784,RTX,2018 q3,2010,0.5092072900849471,Mr. James A. Corridore,0.7012857698614525,male,CFRA Equity Research,"('RTX', '2018 q3')",0.0
27785,TDG,2018 q3,2010,0.5660305991272239,Mr. James A. Corridore,0.8052475877927576,male,CFRA Equity Research,"('TDG', '2018 q3')",0.0
27786,TXT,2018 q3,2010,0.7507995513406303,Mr. James A. Corridore,0.7243827490166344,male,CFRA Equity Research,"('TXT', '2018 q3')",0.0
27787,BA,2018 q3,2010,0.5561961205666239,Hunter K. Keay,0.2781840038725204,male,Wolfe Research,"('BA', '2018 q3')",0.029060699976980686
27788,LMT,2018 q3,2010,0.4849540177527902,Hunter K. Keay,0.4827217804707523,male,Wolfe Research,"('LMT', '2018 q3')",0.023994702845811844
27789,TDG,2018 q3,2010,0.5660305991272239,Hunter K. Keay,0.4431129155929037,male,Wolfe Research,"('TDG', '2018 q3')",0.0
27790,BA,2018 q3,2010,0.5561961205666239,Mr. Krishna BS,0.496843966890107,male,Crispidea,"('BA', '2018 q3')",0.0
27791,CAT,2018 q3,2010,0.590051418035963,Mr. Krishna BS,0.6045956172269249,male,Crispidea,"('CAT', '2018 q3')",0.0
27792,DE,2018 q3,2010,0.6550100025869497,Mr. Krishna BS,0.805810411435007,male,Crispidea,"('DE', '2018 q3')",0.006134958006441593
27793,HON,2018 q3,2010,0.4574981702113191,Mr. Krishna BS,0.5606277801615359,male,Crispidea,"('HON', '2018 q3')",0.0
27794,LMT,2018 q3,2010,0.4849540177527902,Mr. Krishna BS,0.4709538262303716,male,Crispidea,"('LMT', '2018 q3')",0.0
27795,MMM,2018 q3,2010,0.8180308342491256,Mr. Krishna BS,0.8686755555951697,male,Crispidea,"('MMM', '2018 q3')",0.01415205281227827
27796,PCAR,2018 q3,2010,0.7199416231804917,Mr. Krishna BS,0.7140504666230415,male,Crispidea,"('PCAR', '2018 q3')",0.0
27797,RTX,2018 q3,2010,0.5092072900849471,Mr. Krishna BS,0.7285671467304102,male,Crispidea,"('RTX', '2018 q3')",0.010501177050173283
27798,TXT,2018 q3,2010,0.7507995513406303,Mr. Krishna BS,0.6993540946450927,male,Crispidea,"('TXT', '2018 q3')",0.0
27799,BA,2018 q3,2010,0.5561961205666239,"Gary S. Liebowitz, CFA",0.2720671321706996,male,"Wells Fargo Securities, LLC","('BA', '2018 q3')",0.0
27800,BA,2018 q3,2010,0.5561961205666239,Mr. Ken G. Herbert,0.2108685860001874,male,Canaccord Genuity,"('BA', '2018 q3')",0.01728527946397662
27801,TDG,2018 q3,2010,0.5660305991272239,Mr. Ken G. Herbert,0.3278499796613347,male,Canaccord Genuity,"('TDG', '2018 q3')",0.020887114107608795
27802,CAT,2018 q3,2010,0.590051418035963,Mr. Luis J. Amadeo,0.471992123010555,male,"Oppenheimer & Co., Inc.","('CAT', '2018 q3')",0.0
27803,CMI,2018 q3,2010,0.4570665770044546,Mr. Luis J. Amadeo,0.2801258422109101,male,"Oppenheimer & Co., Inc.","('CMI', '2018 q3')",0.0
27804,JCI,2018 q3,2010,0.60144820542119,Mr. Luis J. Amadeo,0.5539625351236227,male,"Oppenheimer & Co., Inc.","('JCI', '2018 q3')",0.0
27805,ROK,2018 q3,2010,0.669053634609272,Mr. Luis J. Amadeo,0.3301188585841178,male,"Oppenheimer & Co., Inc.","('ROK', '2018 q3')",0.0
27806,CAT,2018 q3,2010,0.590051418035963,"Lawrence T. De Maria, CFA",0.3020565688824307,male,William Blair & Company,"('CAT', '2018 q3')",0.0
27807,CAT,2018 q3,2010,0.590051418035963,Ms. Jamie Cook,0.2462462969453464,female,Credit Suisse,"('CAT', '2018 q3')",0.0
27808,CMI,2018 q3,2010,0.4570665770044546,Ms. Jamie Cook,0.273321804507288,female,Credit Suisse,"('CMI', '2018 q3')",0.0
27809,DE,2018 q3,2010,0.6550100025869497,Ms. Jamie Cook,0.4060500607511945,female,Credit Suisse,"('DE', '2018 q3')",0.0
27810,ITW,2018 q3,2010,0.6994489668759212,Ms. Jamie Cook,0.336930800492506,female,Credit Suisse,"('ITW', '2018 q3')",0.0
27811,PCAR,2018 q3,2010,0.7199416231804917,Ms. Jamie Cook,0.4192027103905187,female,Credit Suisse,"('PCAR', '2018 q3')",0.0
27812,PH,2018 q3,2010,0.7475218558392336,Ms. Jamie Cook,0.5058034282861342,female,Credit Suisse,"('PH', '2018 q3')",0.0
27813,CAT,2018 q3,2010,0.590051418035963,Research Department,0.5714050131863055,Not a person,Trefis,"('CAT', '2018 q3')",0.023798713460564613
27814,CAT,2018 q3,2010,0.590051418035963,Mr. Ross P. Gilardi,0.3161757252886754,male,BofA Global Research,"('CAT', '2018 q3')",0.0
27815,CMI,2018 q3,2010,0.4570665770044546,Mr. Ross P. Gilardi,0.3093378916256266,male,BofA Global Research,"('CMI', '2018 q3')",0.0
27816,DE,2018 q3,2010,0.6550100025869497,Mr. Ross P. Gilardi,0.6693091309686592,male,BofA Global Research,"('DE', '2018 q3')",0.03333333507180214
27817,ITW,2018 q3,2010,0.6994489668759212,Mr. Ross P. Gilardi,0.6788493308047044,male,BofA Global Research,"('ITW', '2018 q3')",0.03333333507180214
27818,PCAR,2018 q3,2010,0.7199416231804917,Mr. Ross P. Gilardi,0.6291112695287777,male,BofA Global Research,"('PCAR', '2018 q3')",0.0
27819,URI,2018 q3,2010,0.6754279504170431,Mr. Ross P. Gilardi,0.5034775455519456,male,BofA Global Research,"('URI', '2018 q3')",0.030096099711954594
27820,CAT,2018 q3,2010,0.590051418035963,Andrew M. Casey,0.3109025188420768,male,"Wells Fargo Securities, LLC","('CAT', '2018 q3')",0.02185150794684887
27821,CMI,2018 q3,2010,0.4570665770044546,Andrew M. Casey,0.1933365303508274,male,"Wells Fargo Securities, LLC","('CMI', '2018 q3')",0.0
27822,DE,2018 q3,2010,0.6550100025869497,Andrew M. Casey,0.2681482518394319,male,"Wells Fargo Securities, LLC","('DE', '2018 q3')",0.0
27823,ETN,2018 q3,2010,0.6126198535305548,Andrew M. Casey,0.2353564790693464,male,"Wells Fargo Securities, LLC","('ETN', '2018 q3')",0.0
27824,ITW,2018 q3,2010,0.6994489668759212,Andrew M. Casey,0.3357036450400362,male,"Wells Fargo Securities, LLC","('ITW', '2018 q3')",0.0
27825,PCAR,2018 q3,2010,0.7199416231804917,Andrew M. Casey,0.3968099277760705,male,"Wells Fargo Securities, LLC","('PCAR', '2018 q3')",0.020048420876264572
27826,PH,2018 q3,2010,0.7475218558392336,Andrew M. Casey,0.4496489153043536,male,"Wells Fargo Securities, LLC","('PH', '2018 q3')",0.0
27827,CAT,2018 q3,2010,0.590051418035963,Courtney Yakavonis,0.354180424907169,female,Morgan Stanley,"('CAT', '2018 q3')",0.0
27828,DE,2018 q3,2010,0.6550100025869497,Courtney Yakavonis,0.4483114264020057,female,Morgan Stanley,"('DE', '2018 q3')",0.0
27829,URI,2018 q3,2010,0.6754279504170431,Courtney Yakavonis,0.4626958277225108,female,Morgan Stanley,"('URI', '2018 q3')",0.0
27830,CAT,2018 q3,2010,0.590051418035963,Mr. Seth Weber,0.1576620772883664,male,RBC Capital Markets,"('CAT', '2018 q3')",0.01666666753590107
27831,CMI,2018 q3,2010,0.4570665770044546,Mr. Seth Weber,0.1493705979668085,male,RBC Capital Markets,"('CMI', '2018 q3')",0.0
27832,DE,2018 q3,2010,0.6550100025869497,Mr. Seth Weber,0.260636248465324,male,RBC Capital Markets,"('DE', '2018 q3')",0.0
27833,ITW,2018 q3,2010,0.6994489668759212,Mr. Seth Weber,0.3454947314307338,male,RBC Capital Markets,"('ITW', '2018 q3')",0.02319137565791607
27834,CAT,2018 q3,2010,0.590051418035963,Mr. Adam Seiden,0.3641742588007661,male,Barclays,"('CAT', '2018 q3')",0.0
27835,CMI,2018 q3,2010,0.4570665770044546,Mr. Adam Seiden,0.6170724485095068,male,Barclays,"('CMI', '2018 q3')",0.02052690088748932
27836,CAT,2018 q3,2010,0.590051418035963,Credit Suisse Global Product Marketing,0.6037454349492951,Not a person,Credit Suisse,"('CAT', '2018 q3')",0.0
27837,CMI,2018 q3,2010,0.4570665770044546,Mr. Scott H. Group,0.1861824548880027,male,Wolfe Research,"('CMI', '2018 q3')",0.0
27838,WAB,2018 q3,2010,0.7430094988241561,Mr. Scott H. Group,0.5042484759837466,male,Wolfe Research,"('WAB', '2018 q3')",0.010256265290081501
27839,DOV,2018 q3,2010,0.5238980568136165,Ms. Nicole DeBlase,0.3851039020240455,female,Deutsche Bank,"('DOV', '2018 q3')",0.0
27840,EMR,2018 q3,2010,0.4615233625643624,Ms. Nicole DeBlase,0.2821990402448446,female,Deutsche Bank,"('EMR', '2018 q3')",0.0
27841,ETN,2018 q3,2010,0.6126198535305548,Ms. Nicole DeBlase,0.4167175246387442,female,Deutsche Bank,"('ETN', '2018 q3')",0.0
27842,GE,2018 q3,2010,0.5338720784815778,Ms. Nicole DeBlase,0.9238516822169144,female,Deutsche Bank,"('GE', '2018 q3')",0.0
27843,HON,2018 q3,2010,0.4574981702113191,Ms. Nicole DeBlase,0.3162952122937741,female,Deutsche Bank,"('HON', '2018 q3')",0.0
27844,IR,2018 q3,2010,0.696317932621062,Ms. Nicole DeBlase,0.4852041418490202,female,Deutsche Bank,"('IR', '2018 q3')",0.0
27845,PH,2018 q3,2010,0.7475218558392336,Ms. Nicole DeBlase,0.5255346877906081,female,Deutsche Bank,"('PH', '2018 q3')",0.0
27846,DOV,2018 q3,2010,0.5238980568136165,Joshua Aguilar,0.6208512679179367,male,"Morningstar, Inc.","('DOV', '2018 q3')",0.0
27847,GE,2018 q3,2010,0.5338720784815778,Joshua Aguilar,0.4182968517257917,male,"Morningstar, Inc.","('GE', '2018 q3')",0.0024172604704896608
27848,HON,2018 q3,2010,0.4574981702113191,Joshua Aguilar,0.4228921013461406,male,"Morningstar, Inc.","('HON', '2018 q3')",0.0
27849,ROK,2018 q3,2010,0.669053634609272,Joshua Aguilar,0.6801290517486082,male,"Morningstar, Inc.","('ROK', '2018 q3')",0.0
27850,EMR,2018 q3,2010,0.4615233625643624,Mr. Gautam J. Khanna,0.5653353264400861,male,Cowen and Company,"('EMR', '2018 q3')",0.007860391400754452
27851,HON,2018 q3,2010,0.4574981702113191,Mr. Gautam J. Khanna,0.2354708084959646,male,Cowen and Company,"('HON', '2018 q3')",0.0
27852,HWM,2018 q3,2010,0.5552098239605089,Mr. Gautam J. Khanna,0.4046421919317801,male,Cowen and Company,"('HWM', '2018 q3')",0.0
27853,TDG,2018 q3,2010,0.5660305991272239,Mr. Gautam J. Khanna,0.5015224266269191,male,Cowen and Company,"('TDG', '2018 q3')",0.018582453951239586
27854,TT,2018 q3,2010,0.635356009505977,Mr. Gautam J. Khanna,0.8282206922693042,male,Cowen and Company,"('TT', '2018 q3')",0.0
27855,EMR,2018 q3,2010,0.4615233625643624,Mr. Nicholas P. Heymann,0.2120787877491277,male,William Blair & Company,"('EMR', '2018 q3')",0.0
27856,ETN,2018 q3,2010,0.6126198535305548,Mr. Nicholas P. Heymann,0.2833405280307026,male,William Blair & Company,"('ETN', '2018 q3')",0.0
27857,HON,2018 q3,2010,0.4574981702113191,Mr. Nicholas P. Heymann,0.215320456378794,male,William Blair & Company,"('HON', '2018 q3')",0.0
27858,ROK,2018 q3,2010,0.669053634609272,Mr. Nicholas P. Heymann,0.3319527155637056,male,William Blair & Company,"('ROK', '2018 q3')",0.0
27859,RTX,2018 q3,2010,0.5092072900849471,Mr. Nicholas P. Heymann,0.1516698292101465,male,William Blair & Company,"('RTX', '2018 q3')",0.0
27860,TT,2018 q3,2010,0.635356009505977,Mr. Nicholas P. Heymann,0.2674289188788942,male,William Blair & Company,"('TT', '2018 q3')",0.0
27861,FAST,2018 q3,2010,0.7078837730250227,"Ryan J. Merkel, CFA",0.6112475778695178,male,William Blair & Company,"('FAST', '2018 q3')",0.0
27862,GWW,2018 q3,2010,0.6683956610575454,"Ryan J. Merkel, CFA",0.4257059733780831,male,William Blair & Company,"('GWW', '2018 q3')",0.0
27863,FBHS,2018 q3,2010,0.6514543679089945,Michael Dahl,0.6511111165377131,male,RBC Capital Markets,"('FBHS', '2018 q3')",0.03333333507180214
27864,MAS,2018 q3,2010,0.4323297918699202,Michael Dahl,0.2590172036851574,male,RBC Capital Markets,"('MAS', '2018 q3')",0.0
27865,FBHS,2018 q3,2010,0.6514543679089945,Ms. Susan M. Maklari,0.4028107437303234,female,Credit Suisse,"('FBHS', '2018 q3')",0.0
27866,MAS,2018 q3,2010,0.4323297918699202,Ms. Susan M. Maklari,0.3889523687263103,female,Credit Suisse,"('MAS', '2018 q3')",0.0
27867,FBHS,2018 q3,2010,0.6514543679089945,Mr. Alvaro Lacayo,0.3566799576285996,male,Gabelli & Company,"('FBHS', '2018 q3')",0.02132725715637207
27868,FBHS,2018 q3,2010,0.6514543679089945,Mr. Stephen S. Kim,0.3579198353587658,male,EVERCORE ISI,"('FBHS', '2018 q3')",0.0
27869,MAS,2018 q3,2010,0.4323297918699202,Mr. Stephen S. Kim,0.1798420770577846,male,EVERCORE ISI,"('MAS', '2018 q3')",0.0
27870,FBHS,2018 q3,2010,0.6514543679089945,Matthew A. Bouley,0.2991576065722927,male,Barclays,"('FBHS', '2018 q3')",0.0
27871,MAS,2018 q3,2010,0.4323297918699202,Matthew A. Bouley,0.2020292173379403,male,Barclays,"('MAS', '2018 q3')",0.0
27872,FBHS,2018 q3,2010,0.6514543679089945,"Philip H. Ng, CFA",0.3585093260168036,male,Jefferies,"('FBHS', '2018 q3')",0.0
27873,FBHS,2018 q3,2010,0.6514543679089945,"John Lovallo, II",0.548768447429548,male,BofA Global Research,"('FBHS', '2018 q3')",0.0
27874,MAS,2018 q3,2010,0.4323297918699202,"John Lovallo, II",0.56633704458982,male,BofA Global Research,"('MAS', '2018 q3')",0.0
27875,GE,2018 q3,2010,0.5338720784815778,"Mr. Justin L. Bergner, CFA",0.1997656165448616,male,Gabelli & Company,"('GE', '2018 q3')",0.0
27876,GWW,2018 q3,2010,0.6683956610575454,"Mr. Justin L. Bergner, CFA",0.620702917420994,male,Gabelli & Company,"('GWW', '2018 q3')",0.03333333507180214
27877,SWK,2018 q3,2010,0.505998637709232,"Mr. Justin L. Bergner, CFA",0.3392126014508541,male,Gabelli & Company,"('SWK', '2018 q3')",0.0
27878,HWM,2018 q3,2010,0.5552098239605089,"Mr. Seth R. Rosenfeld, CFA",0.3345566460964536,male,Jefferies,"('HWM', '2018 q3')",0.0
27879,HWM,2018 q3,2010,0.5552098239605089,Mr. Andrew Lane,0.6506014281535956,male,"Morningstar, Inc.","('HWM', '2018 q3')",0.016283917240798473
27880,HWM,2018 q3,2010,0.5552098239605089,S&P pool,0.453105583219793,Not a person,CFRA Equity Research,"('HWM', '2018 q3')",0.0
27881,IR,2018 q3,2010,0.696317932621062,Mr. William A. Herbert,0.4851300351613994,male,Piper Sandler Companies,"('IR', '2018 q3')",0.0
27882,LHX,2018 q3,2010,0.7598653578156386,Mr. Keith Snyder,0.820593511826135,male,CFRA Equity Research,"('LHX', '2018 q3')",0.0
27883,LMT,2018 q3,2010,0.4849540177527902,Rajeev Lalwani,0.2202787898697205,male,Morgan Stanley,"('LMT', '2018 q3')",0.0
27884,RTX,2018 q3,2010,0.5092072900849471,Rajeev Lalwani,0.1848470997872472,male,Morgan Stanley,"('RTX', '2018 q3')",0.01836489327251911
27885,TXT,2018 q3,2010,0.7507995513406303,Rajeev Lalwani,0.5546460172431634,male,Morgan Stanley,"('TXT', '2018 q3')",0.0
27886,LMT,2018 q3,2010,0.4849540177527902,Acquisdata Research Team,0.4320273807571735,Not a person,Acquisdata,"('LMT', '2018 q3')",0.01159764640033245
27887,MAS,2018 q3,2010,0.4323297918699202,"Ms. Megan McGrath, CFA",0.269450189950993,female,MKM Partners,"('MAS', '2018 q3')",0.0
27888,MAS,2018 q3,2010,0.4323297918699202,Keith B. Hughes,0.1834577402267282,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2018 q3')",0.0
27889,MAS,2018 q3,2010,0.4323297918699202,"Nishu Sood, CFA",0.1394852430698489,male,Deutsche Bank,"('MAS', '2018 q3')",0.021998845040798187
27890,MMM,2018 q3,2010,0.8180308342491256,"Mr. Laurence Alexander, CFA",0.6246103615774203,male,Jefferies,"('MMM', '2018 q3')",0.018429851159453392
27891,PCAR,2018 q3,2010,0.7199416231804917,Mr. Alexander E. Potter,0.4453455597682246,male,Piper Sandler Companies,"('PCAR', '2018 q3')",0.01808292604982853
27892,ROP,2018 q3,2010,0.7227827236103315,Ms. Akansha Agarwal,0.7474069909367164,female,Crispidea,"('ROP', '2018 q3')",0.0
27893,RTX,2018 q3,2010,0.5092072900849471,Douglas Karson,0.2233691834471149,male,BofA Global Research,"('RTX', '2018 q3')",0.0
27894,SNA,2018 q3,2010,0.8396691250623421,Mr. Thomas Hayes,0.5929750944286556,male,Northcoast Research,"('SNA', '2018 q3')",0.0
27895,SWK,2018 q3,2010,0.505998637709232,Mr. Thomas Hayes,0.4685448902867243,male,Northcoast Research,"('SWK', '2018 q3')",0.0
27896,SNA,2018 q3,2010,0.8396691250623421,Gary Prestopino,0.9498862586925688,male,Barrington Research Associates,"('SNA', '2018 q3')",0.0
27897,SNA,2018 q3,2010,0.8396691250623421,"Mr. Bret D. Jordan, CFA, CFA",0.6996633139141184,male,Jefferies,"('SNA', '2018 q3')",0.0
27898,SWK,2018 q3,2010,0.505998637709232,"Mr. Michael Rehaut, CFA",0.2989411911991308,male,JPMorgan,"('SWK', '2018 q3')",0.0
27899,SWK,2018 q3,2010,0.505998637709232,Mr. Steven E. Winoker,0.4859670486393107,male,UBS Equities,"('SWK', '2018 q3')",0.0
27900,TT,2018 q3,2010,0.635356009505977,Mr. Steven E. Winoker,0.4112888713105614,male,UBS Equities,"('TT', '2018 q3')",0.0
27901,TDG,2018 q3,2010,0.5660305991272239,Michael Ciarmoli,0.1928489449262054,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2018 q3')",0.0
27902,TDG,2018 q3,2010,0.5660305991272239,Mr. Drew Lipke,0.4311724827840187,male,Stephens Inc.,"('TDG', '2018 q3')",0.0
27903,TXT,2018 q3,2010,0.7507995513406303,Mr. Drew Lipke,0.4589430764899106,male,Stephens Inc.,"('TXT', '2018 q3')",0.0
27904,TDG,2018 q3,2010,0.5660305991272239,"Elliott L. Schlang, CFA",0.3514451273856235,male,Great Lakes/Wellington Shields,"('TDG', '2018 q3')",0.0
27905,WAB,2018 q3,2010,0.7430094988241561,"Elliott L. Schlang, CFA",0.4982859687142439,male,Great Lakes/Wellington Shields,"('WAB', '2018 q3')",0.00869173277169466
27906,TT,2018 q3,2010,0.635356009505977,Mr. Joel G. Tiss,0.2021658848719946,male,BMO Capital Markets,"('TT', '2018 q3')",0.01212377566844225
27907,TT,2018 q3,2010,0.635356009505977,"Mr. Stephen Tusa, Jr, CFA",0.547079138216662,male,JPMorgan,"('TT', '2018 q3')",0.01110752671957016
27908,URI,2018 q3,2010,0.6754279504170431,Mr. Scott Schneeberger,0.3426128135201767,male,"Oppenheimer & Co., Inc.","('URI', '2018 q3')",0.0
27909,URI,2018 q3,2010,0.6754279504170431,Mr. John Healy,0.5242507586942473,male,Northcoast Research,"('URI', '2018 q3')",0.0
27910,WAB,2018 q3,2010,0.7430094988241561,Saree Boroditsky,0.9321565044763204,female,Deutsche Bank,"('WAB', '2018 q3')",0.0
27911,AIV,2018 q1,6010,0.3907745588774679,"Mr. Kenneth M. Leon, CPA",0.4350678413167371,male,CFRA Equity Research,"('AIV', '2018 q1')",0.0
27912,ARE,2018 q1,6010,0.4881218601948197,"Mr. Kenneth M. Leon, CPA",0.4721110601885346,male,CFRA Equity Research,"('ARE', '2018 q1')",0.013599774334579706
27913,AVB,2018 q1,6010,0.4257187891663407,"Mr. Kenneth M. Leon, CPA",0.448009214471339,male,CFRA Equity Research,"('AVB', '2018 q1')",0.0
27914,EQR,2018 q1,6010,0.5098451535619524,"Mr. Kenneth M. Leon, CPA",0.4219183571441984,male,CFRA Equity Research,"('EQR', '2018 q1')",0.0
27915,HST,2018 q1,6010,0.4867777502745146,"Mr. Kenneth M. Leon, CPA",0.5943357128480992,male,CFRA Equity Research,"('HST', '2018 q1')",0.0
27916,MAA,2018 q1,6010,0.5021470778005095,"Mr. Kenneth M. Leon, CPA",0.4864518951491724,male,CFRA Equity Research,"('MAA', '2018 q1')",0.0
27917,PEAK,2018 q1,6010,0.5621247606571647,"Mr. Kenneth M. Leon, CPA",0.5160416976506021,male,CFRA Equity Research,"('PEAK', '2018 q1')",0.0
27918,SLG,2018 q1,6010,0.3708462026002997,"Mr. Kenneth M. Leon, CPA",0.3877685011133974,male,CFRA Equity Research,"('SLG', '2018 q1')",0.0
27919,UDR,2018 q1,6010,0.3354708973030769,"Mr. Kenneth M. Leon, CPA",0.4755159786621098,male,CFRA Equity Research,"('UDR', '2018 q1')",0.0
27920,VNO,2018 q1,6010,0.7439080319788138,"Mr. Kenneth M. Leon, CPA",0.607020430530788,male,CFRA Equity Research,"('VNO', '2018 q1')",0.0
27921,VTR,2018 q1,6010,0.276346597473833,"Mr. Kenneth M. Leon, CPA",0.4942799866367722,male,CFRA Equity Research,"('VTR', '2018 q1')",0.0
27922,WELL,2018 q1,6010,0.6592682934987935,"Mr. Kenneth M. Leon, CPA",0.5728978077257056,male,CFRA Equity Research,"('WELL', '2018 q1')",0.0
27923,AIV,2018 q1,6010,0.3907745588774679,"Mr. Michael R. Lewis, CFA",0.1444147840507082,male,SunTrust Robinson Humphrey Capital Markets,"('AIV', '2018 q1')",0.0
27924,SLG,2018 q1,6010,0.3708462026002997,"Mr. Michael R. Lewis, CFA",0.1450064550538207,male,SunTrust Robinson Humphrey Capital Markets,"('SLG', '2018 q1')",0.028381051495671272
27925,VNO,2018 q1,6010,0.7439080319788138,"Mr. Michael R. Lewis, CFA",0.7276633456869388,male,SunTrust Robinson Humphrey Capital Markets,"('VNO', '2018 q1')",0.03333333507180214
27926,AIV,2018 q1,6010,0.3907745588774679,Mr. Aaron Hecht,0.1799542848479781,male,JMP Securities,"('AIV', '2018 q1')",0.0
27927,AVB,2018 q1,6010,0.4257187891663407,Mr. Aaron Hecht,0.1742078862395381,male,JMP Securities,"('AVB', '2018 q1')",0.0
27928,MAA,2018 q1,6010,0.5021470778005095,Mr. Aaron Hecht,0.1909019867303512,male,JMP Securities,"('MAA', '2018 q1')",0.0
27929,UDR,2018 q1,6010,0.3354708973030769,Mr. Aaron Hecht,0.1229856710808973,male,JMP Securities,"('UDR', '2018 q1')",0.0
27930,AIV,2018 q1,6010,0.3907745588774679,Mr. Ross L. Smotrich,0.4109809531818688,male,Barclays,"('AIV', '2018 q1')",0.0
27931,ARE,2018 q1,6010,0.4881218601948197,Mr. Ross L. Smotrich,0.6667748971985171,male,Barclays,"('ARE', '2018 q1')",0.020817602053284645
27932,EQR,2018 q1,6010,0.5098451535619524,Mr. Ross L. Smotrich,0.5234883777429493,male,Barclays,"('EQR', '2018 q1')",0.0
27933,ESS,2018 q1,6010,0.7294954955961914,Mr. Ross L. Smotrich,0.5820904779415539,male,Barclays,"('ESS', '2018 q1')",0.0
27934,KIM,2018 q1,6010,0.4581003540072184,Mr. Ross L. Smotrich,0.4802593433343406,male,Barclays,"('KIM', '2018 q1')",0.0
27935,MAA,2018 q1,6010,0.5021470778005095,Mr. Ross L. Smotrich,0.4749638691748023,male,Barclays,"('MAA', '2018 q1')",0.0
27936,PLD,2018 q1,6010,0.6270986372853582,Mr. Ross L. Smotrich,0.2190629414066852,male,Barclays,"('PLD', '2018 q1')",0.02330165170133114
27937,SLG,2018 q1,6010,0.3708462026002997,Mr. Ross L. Smotrich,0.5191779605354815,male,Barclays,"('SLG', '2018 q1')",0.0
27938,AIV,2018 q1,6010,0.3907745588774679,Brad Schwer,0.4565570467077426,male,"Morningstar, Inc.","('AIV', '2018 q1')",0.0
27939,DRE,2018 q1,6010,0.5338496750157611,Brad Schwer,0.528021072862898,male,"Morningstar, Inc.","('DRE', '2018 q1')",0.0
27940,EQR,2018 q1,6010,0.5098451535619524,Brad Schwer,0.472974860175347,male,"Morningstar, Inc.","('EQR', '2018 q1')",0.0
27941,HST,2018 q1,6010,0.4867777502745146,Brad Schwer,0.536339442120958,male,"Morningstar, Inc.","('HST', '2018 q1')",0.0
27942,O,2018 q1,6010,0.4667437875912659,Brad Schwer,0.5391348513768311,male,"Morningstar, Inc.","('O', '2018 q1')",0.0
27943,PLD,2018 q1,6010,0.6270986372853582,Brad Schwer,0.6390712053501998,male,"Morningstar, Inc.","('PLD', '2018 q1')",0.015691830310970545
27944,SLG,2018 q1,6010,0.3708462026002997,Brad Schwer,0.3526521118141901,male,"Morningstar, Inc.","('SLG', '2018 q1')",0.0
27945,AIV,2018 q1,6010,0.3907745588774679,Mr. Robert C. Stevenson,0.2092761135412425,male,Janney Montgomery Scott LLC,"('AIV', '2018 q1')",0.0
27946,MAA,2018 q1,6010,0.5021470778005095,Mr. Robert C. Stevenson,0.2180362261225739,male,Janney Montgomery Scott LLC,"('MAA', '2018 q1')",0.10712123662233353
27947,AIV,2018 q1,6010,0.3907745588774679,"Jeffrey J. Donnelly, CFA",0.2580337304911477,male,"Wells Fargo Securities, LLC","('AIV', '2018 q1')",0.0
27948,AVB,2018 q1,6010,0.4257187891663407,"Jeffrey J. Donnelly, CFA",0.1634256667311505,male,"Wells Fargo Securities, LLC","('AVB', '2018 q1')",0.0
27949,EQR,2018 q1,6010,0.5098451535619524,"Jeffrey J. Donnelly, CFA",0.2602694517539,male,"Wells Fargo Securities, LLC","('EQR', '2018 q1')",0.0
27950,HST,2018 q1,6010,0.4867777502745146,"Jeffrey J. Donnelly, CFA",0.2354736883667973,male,"Wells Fargo Securities, LLC","('HST', '2018 q1')",0.0
27951,KIM,2018 q1,6010,0.4581003540072184,"Jeffrey J. Donnelly, CFA",0.2119436723681995,male,"Wells Fargo Securities, LLC","('KIM', '2018 q1')",0.0
27952,REG,2018 q1,6010,0.4182420561060664,"Jeffrey J. Donnelly, CFA",0.1470931307761332,male,"Wells Fargo Securities, LLC","('REG', '2018 q1')",0.0
27953,UDR,2018 q1,6010,0.3354708973030769,"Jeffrey J. Donnelly, CFA",0.1894682646499148,male,"Wells Fargo Securities, LLC","('UDR', '2018 q1')",0.0
27954,AMT,2018 q1,6010,0.5521269432027848,"Timothy K. Horan, CFA",0.188228475474965,male,"Oppenheimer & Co., Inc.","('AMT', '2018 q1')",0.0
27955,EQIX,2018 q1,6010,0.5220048911521527,"Timothy K. Horan, CFA",0.1111351301314748,male,"Oppenheimer & Co., Inc.","('EQIX', '2018 q1')",0.0
27956,AMT,2018 q1,6010,0.5521269432027848,"Ms. Angelo Zino, CFA",0.5450255463379091,female,CFRA Equity Research,"('AMT', '2018 q1')",0.0
27957,AMT,2018 q1,6010,0.5521269432027848,CFRA Research,0.5432023817269742,Not a person,CFRA Equity Research,"('AMT', '2018 q1')",0.0
27958,EXR,2018 q1,6010,0.4748300176231658,CFRA Research,0.3911617276616647,Not a person,CFRA Equity Research,"('EXR', '2018 q1')",0.0
27959,FRT,2018 q1,6010,0.271436030467617,CFRA Research,0.1915178918246828,Not a person,CFRA Equity Research,"('FRT', '2018 q1')",0.0
27960,IRM,2018 q1,6010,0.7804937790831251,CFRA Research,0.5647842652066247,Not a person,CFRA Equity Research,"('IRM', '2018 q1')",0.0
27961,KIM,2018 q1,6010,0.4581003540072184,CFRA Research,0.3560260069351524,Not a person,CFRA Equity Research,"('KIM', '2018 q1')",0.0
27962,O,2018 q1,6010,0.4667437875912659,CFRA Research,0.3769268446070425,Not a person,CFRA Equity Research,"('O', '2018 q1')",0.0
27963,PSA,2018 q1,6010,0.694726110477196,CFRA Research,0.4457407048804658,Not a person,CFRA Equity Research,"('PSA', '2018 q1')",0.0
27964,REG,2018 q1,6010,0.4182420561060664,CFRA Research,0.3526231462385156,Not a person,CFRA Equity Research,"('REG', '2018 q1')",0.0
27965,SBAC,2018 q1,6010,0.6008924725341699,CFRA Research,0.64881586539297,Not a person,CFRA Equity Research,"('SBAC', '2018 q1')",0.0
27966,WY,2018 q1,6010,0.6382248043268588,CFRA Research,0.42067238360561,Not a person,CFRA Equity Research,"('WY', '2018 q1')",0.0
27967,AMT,2018 q1,6010,0.5521269432027848,Colby A. Synesael,0.2273885494814461,male,Cowen and Company,"('AMT', '2018 q1')",0.02414724789559841
27968,DLR,2018 q1,6010,0.7287708456665432,Colby A. Synesael,0.7343299485151875,male,Cowen and Company,"('DLR', '2018 q1')",0.0
27969,EQIX,2018 q1,6010,0.5220048911521527,Colby A. Synesael,0.2920095384968357,male,Cowen and Company,"('EQIX', '2018 q1')",0.0
27970,AMT,2018 q1,6010,0.5521269432027848,Mr. Amir Rozwadowski,0.235203574696096,male,Barclays,"('AMT', '2018 q1')",0.012942010536789894
27971,EQIX,2018 q1,6010,0.5220048911521527,Mr. Amir Rozwadowski,0.1859693669650716,male,Barclays,"('EQIX', '2018 q1')",0.0
27972,SBAC,2018 q1,6010,0.6008924725341699,Mr. Amir Rozwadowski,0.2533715743063388,male,Barclays,"('SBAC', '2018 q1')",0.0
27973,AMT,2018 q1,6010,0.5521269432027848,Mr. Matthew Dolgin,0.4525420301096781,male,"Morningstar, Inc.","('AMT', '2018 q1')",0.0
27974,SBAC,2018 q1,6010,0.6008924725341699,Mr. Matthew Dolgin,0.5202179338847732,male,"Morningstar, Inc.","('SBAC', '2018 q1')",0.0
27975,AMT,2018 q1,6010,0.5521269432027848,Ms. Jennifer M. Fritzsche,0.1946908471597814,female,"Wells Fargo Securities, LLC","('AMT', '2018 q1')",0.01050900761038065
27976,EQIX,2018 q1,6010,0.5220048911521527,Ms. Jennifer M. Fritzsche,0.2509569137368806,female,"Wells Fargo Securities, LLC","('EQIX', '2018 q1')",0.0
27977,SBAC,2018 q1,6010,0.6008924725341699,Ms. Jennifer M. Fritzsche,0.3295129484183153,female,"Wells Fargo Securities, LLC","('SBAC', '2018 q1')",0.0
27978,AMT,2018 q1,6010,0.5521269432027848,Mr. Scott Goldman,0.2145469391987858,male,Jefferies,"('AMT', '2018 q1')",0.0
27979,EQIX,2018 q1,6010,0.5220048911521527,Mr. Scott Goldman,0.1988494035201498,male,Jefferies,"('EQIX', '2018 q1')",0.0
27980,AMT,2018 q1,6010,0.5521269432027848,Robert Gutman,0.2898633221725845,male,Guggenheim Securities LLC,"('AMT', '2018 q1')",0.0
27981,EQIX,2018 q1,6010,0.5220048911521527,Robert Gutman,0.2079388924241076,male,Guggenheim Securities LLC,"('EQIX', '2018 q1')",0.0
27982,SBAC,2018 q1,6010,0.6008924725341699,Robert Gutman,0.4831844516745138,male,Guggenheim Securities LLC,"('SBAC', '2018 q1')",0.0
27983,AMT,2018 q1,6010,0.5521269432027848,Mr. Matthew Niknam,0.8188774260059936,male,Deutsche Bank,"('AMT', '2018 q1')",0.0
27984,SBAC,2018 q1,6010,0.6008924725341699,Mr. Matthew Niknam,0.889145315453256,male,Deutsche Bank,"('SBAC', '2018 q1')",0.0
27985,AMT,2018 q1,6010,0.5521269432027848,Greg P Miller,0.705324820050646,male,SunTrust Robinson Humphrey Capital Markets,"('AMT', '2018 q1')",0.03333333507180214
27986,EQIX,2018 q1,6010,0.5220048911521527,Greg P Miller,0.4079849988494959,male,SunTrust Robinson Humphrey Capital Markets,"('EQIX', '2018 q1')",0.028854642063379288
27987,SBAC,2018 q1,6010,0.6008924725341699,Greg P Miller,0.2329070017732969,male,SunTrust Robinson Humphrey Capital Markets,"('SBAC', '2018 q1')",0.0
27988,ARE,2018 q1,6010,0.4881218601948197,Sheila K. McGrath,0.285645092300607,female,EVERCORE ISI,"('ARE', '2018 q1')",0.0
27989,IRM,2018 q1,6010,0.7804937790831251,Sheila K. McGrath,0.5811696928817687,female,EVERCORE ISI,"('IRM', '2018 q1')",0.0
27990,ARE,2018 q1,6010,0.4881218601948197,"Peter L. Martin, CFA",0.3171791418160768,male,JMP Securities,"('ARE', '2018 q1')",0.023236594162881374
27991,AVB,2018 q1,6010,0.4257187891663407,Mr. Alexander D. Goldfarb,0.3193211676218429,male,Sandler O'Neill & Partners,"('AVB', '2018 q1')",0.01666666753590107
27992,EQR,2018 q1,6010,0.5098451535619524,Mr. Alexander D. Goldfarb,0.2726712486977951,male,Sandler O'Neill & Partners,"('EQR', '2018 q1')",0.0
27993,SLG,2018 q1,6010,0.3708462026002997,Mr. Alexander D. Goldfarb,0.255677960291558,male,Sandler O'Neill & Partners,"('SLG', '2018 q1')",0.03512892127037048
27994,UDR,2018 q1,6010,0.3354708973030769,Mr. Alexander D. Goldfarb,0.268472114478651,male,Sandler O'Neill & Partners,"('UDR', '2018 q1')",0.0
27995,VNO,2018 q1,6010,0.7439080319788138,Mr. Alexander D. Goldfarb,0.6059278365575195,male,Sandler O'Neill & Partners,"('VNO', '2018 q1')",0.0
27996,AVB,2018 q1,6010,0.4257187891663407,"Mr. Omotayo Okusanya, CFA",0.1786465213858432,male,Jefferies,"('AVB', '2018 q1')",0.0
27997,ESS,2018 q1,6010,0.7294954955961914,"Mr. Omotayo Okusanya, CFA",0.5675460793211976,male,Jefferies,"('ESS', '2018 q1')",0.0
27998,FRT,2018 q1,6010,0.271436030467617,"Mr. Omotayo Okusanya, CFA",0.2778645554654433,male,Jefferies,"('FRT', '2018 q1')",0.0
27999,REG,2018 q1,6010,0.4182420561060664,"Mr. Omotayo Okusanya, CFA",0.1165980367572176,male,Jefferies,"('REG', '2018 q1')",0.0
28000,VTR,2018 q1,6010,0.276346597473833,"Mr. Omotayo Okusanya, CFA",0.1385342424772137,male,Jefferies,"('VTR', '2018 q1')",0.0
28001,WELL,2018 q1,6010,0.6592682934987935,"Mr. Omotayo Okusanya, CFA",0.279209382474587,male,Jefferies,"('WELL', '2018 q1')",0.0
28002,AVB,2018 q1,6010,0.4257187891663407,"Vin Chao, CFA",0.7754858976653163,male,Deutsche Bank,"('AVB', '2018 q1')",0.0
28003,DLR,2018 q1,6010,0.7287708456665432,"Vin Chao, CFA",0.83547369767393,male,Deutsche Bank,"('DLR', '2018 q1')",0.013554318808019161
28004,EQIX,2018 q1,6010,0.5220048911521527,"Vin Chao, CFA",0.3269855444045716,male,Deutsche Bank,"('EQIX', '2018 q1')",0.0
28005,EQR,2018 q1,6010,0.5098451535619524,"Vin Chao, CFA",0.724061694341455,male,Deutsche Bank,"('EQR', '2018 q1')",0.0
28006,PLD,2018 q1,6010,0.6270986372853582,"Vin Chao, CFA",0.7619413380154841,male,Deutsche Bank,"('PLD', '2018 q1')",0.0
28007,REG,2018 q1,6010,0.4182420561060664,"Vin Chao, CFA",0.8182638588009054,male,Deutsche Bank,"('REG', '2018 q1')",0.036364056169986725
28008,SLG,2018 q1,6010,0.3708462026002997,"Vin Chao, CFA",0.1479731521855677,male,Deutsche Bank,"('SLG', '2018 q1')",0.0
28009,VNO,2018 q1,6010,0.7439080319788138,"Vin Chao, CFA",0.9290372962025556,male,Deutsche Bank,"('VNO', '2018 q1')",0.0
28010,WELL,2018 q1,6010,0.6592682934987935,"Vin Chao, CFA",0.9554139995405492,male,Deutsche Bank,"('WELL', '2018 q1')",0.0
28011,AVB,2018 q1,6010,0.4257187891663407,Mr. James W. Sullivan,0.2253523284947757,male,BTIG,"('AVB', '2018 q1')",0.0
28012,EQR,2018 q1,6010,0.5098451535619524,Mr. James W. Sullivan,0.2027289760551539,male,BTIG,"('EQR', '2018 q1')",0.0
28013,HST,2018 q1,6010,0.4867777502745146,Mr. James W. Sullivan,0.259485383412888,male,BTIG,"('HST', '2018 q1')",0.024164630100131035
28014,MAA,2018 q1,6010,0.5021470778005095,Mr. James W. Sullivan,0.2138245172835787,male,BTIG,"('MAA', '2018 q1')",0.0
28015,UDR,2018 q1,6010,0.3354708973030769,Mr. James W. Sullivan,0.166316916706704,male,BTIG,"('UDR', '2018 q1')",0.0
28016,DLR,2018 q1,6010,0.7287708456665432,Mr. Keith Snyder,0.6955284488578094,male,CFRA Equity Research,"('DLR', '2018 q1')",0.0
28017,EQIX,2018 q1,6010,0.5220048911521527,Mr. Keith Snyder,0.6622676059038816,male,CFRA Equity Research,"('EQIX', '2018 q1')",0.0
28018,DLR,2018 q1,6010,0.7287708456665432,Mr. Jonathan Petersen,0.4859622997437196,male,Jefferies,"('DLR', '2018 q1')",0.0
28019,PLD,2018 q1,6010,0.6270986372853582,Mr. Jonathan Petersen,0.2461500757465734,male,Jefferies,"('PLD', '2018 q1')",0.0
28020,SLG,2018 q1,6010,0.3708462026002997,Mr. Jonathan Petersen,0.1039058121368214,male,Jefferies,"('SLG', '2018 q1')",0.023103557527065277
28021,DLR,2018 q1,6010,0.7287708456665432,Sami Badri,0.5580366601553995,male,Credit Suisse,"('DLR', '2018 q1')",0.0
28022,EQIX,2018 q1,6010,0.5220048911521527,Sami Badri,0.353873675956893,male,Credit Suisse,"('EQIX', '2018 q1')",0.0
28023,DRE,2018 q1,6010,0.5338496750157611,Chris Kuiper,0.570496027596606,male,CFRA Equity Research,"('DRE', '2018 q1')",0.0
28024,EXR,2018 q1,6010,0.4748300176231658,Chris Kuiper,0.4518933016811584,male,CFRA Equity Research,"('EXR', '2018 q1')",0.0
28025,FRT,2018 q1,6010,0.271436030467617,Chris Kuiper,0.2111181473526491,male,CFRA Equity Research,"('FRT', '2018 q1')",0.0
28026,IRM,2018 q1,6010,0.7804937790831251,Chris Kuiper,0.5871517365120569,male,CFRA Equity Research,"('IRM', '2018 q1')",0.0
28027,KIM,2018 q1,6010,0.4581003540072184,Chris Kuiper,0.3605166614894941,male,CFRA Equity Research,"('KIM', '2018 q1')",0.0
28028,O,2018 q1,6010,0.4667437875912659,Chris Kuiper,0.3897526562746594,male,CFRA Equity Research,"('O', '2018 q1')",0.0
28029,PLD,2018 q1,6010,0.6270986372853582,Chris Kuiper,0.6140225071195897,male,CFRA Equity Research,"('PLD', '2018 q1')",0.0
28030,PSA,2018 q1,6010,0.694726110477196,Chris Kuiper,0.4867988709478364,male,CFRA Equity Research,"('PSA', '2018 q1')",0.0
28031,REG,2018 q1,6010,0.4182420561060664,Chris Kuiper,0.3784756107775625,male,CFRA Equity Research,"('REG', '2018 q1')",0.0
28032,WY,2018 q1,6010,0.6382248043268588,Chris Kuiper,0.4242488776280543,male,CFRA Equity Research,"('WY', '2018 q1')",0.0
28033,DRE,2018 q1,6010,0.5338496750157611,"Mr. Ki Bin Kim, CFA",0.4213760282669558,male,SunTrust Robinson Humphrey Capital Markets,"('DRE', '2018 q1')",0.0
28034,EXR,2018 q1,6010,0.4748300176231658,"Mr. Ki Bin Kim, CFA",0.3486651761084216,male,SunTrust Robinson Humphrey Capital Markets,"('EXR', '2018 q1')",0.0
28035,KIM,2018 q1,6010,0.4581003540072184,"Mr. Ki Bin Kim, CFA",0.2008936080166454,male,SunTrust Robinson Humphrey Capital Markets,"('KIM', '2018 q1')",0.08047839254140854
28036,EQIX,2018 q1,6010,0.5220048911521527,SADIF Research,0.9568626212914536,Not a person,Sadif Analytics Prime,"('EQIX', '2018 q1')",0.9343177378177643
28037,ESS,2018 q1,6010,0.7294954955961914,SADIF Research,0.942469266380765,Not a person,Sadif Analytics Prime,"('ESS', '2018 q1')",0.9117555618286133
28038,MAA,2018 q1,6010,0.5021470778005095,SADIF Research,0.96604202463975,Not a person,Sadif Analytics Prime,"('MAA', '2018 q1')",0.9719944596290588
28039,PEAK,2018 q1,6010,0.5621247606571647,SADIF Research,0.9754502337481356,Not a person,Sadif Analytics Prime,"('PEAK', '2018 q1')",0.9275987148284912
28040,PLD,2018 q1,6010,0.6270986372853582,SADIF Research,0.9923974349439652,Not a person,Sadif Analytics Prime,"('PLD', '2018 q1')",0.9780651926994324
28041,PSA,2018 q1,6010,0.694726110477196,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PSA', '2018 q1')",0.9796516001224518
28042,WELL,2018 q1,6010,0.6592682934987935,SADIF Research,0.973216681965446,Not a person,Sadif Analytics Prime,"('WELL', '2018 q1')",0.964088499546051
28043,EQIX,2018 q1,6010,0.5220048911521527,Mr. Alex Zhao,0.4786434396423228,male,"Morningstar, Inc.","('EQIX', '2018 q1')",0.0
28044,EQIX,2018 q1,6010,0.5220048911521527,"Shebly Seyrafi, CFA",0.6505611473019676,male,FBN Securities,"('EQIX', '2018 q1')",0.03333333507180214
28045,EQIX,2018 q1,6010,0.5220048911521527,Mr. Stephen D. Bersey,0.107711945975954,male,MUFG Securities Americas Inc.,"('EQIX', '2018 q1')",0.0
28046,EQIX,2018 q1,6010,0.5220048911521527,Jonathan Atkin,0.1341224206907211,male,RBC Capital Markets,"('EQIX', '2018 q1')",0.0
28047,EQR,2018 q1,6010,0.5098451535619524,Mr. Steve Sakwa,0.256127177910649,male,EVERCORE ISI,"('EQR', '2018 q1')",0.0
28048,EXR,2018 q1,6010,0.4748300176231658,Mr. Steve Sakwa,0.375572185753869,male,EVERCORE ISI,"('EXR', '2018 q1')",0.0
28049,PEAK,2018 q1,6010,0.5621247606571647,Mr. Steve Sakwa,0.2145496072384168,male,EVERCORE ISI,"('PEAK', '2018 q1')",0.0
28050,PLD,2018 q1,6010,0.6270986372853582,Mr. Steve Sakwa,0.2872237277584732,male,EVERCORE ISI,"('PLD', '2018 q1')",0.0
28051,PSA,2018 q1,6010,0.694726110477196,Mr. Steve Sakwa,0.5648984379618252,male,EVERCORE ISI,"('PSA', '2018 q1')",0.0
28052,SLG,2018 q1,6010,0.3708462026002997,Mr. Steve Sakwa,0.0935839079486915,male,EVERCORE ISI,"('SLG', '2018 q1')",0.0
28053,UDR,2018 q1,6010,0.3354708973030769,Mr. Steve Sakwa,0.2096341015300604,male,EVERCORE ISI,"('UDR', '2018 q1')",0.0
28054,VNO,2018 q1,6010,0.7439080319788138,Mr. Steve Sakwa,0.4665254567986856,male,EVERCORE ISI,"('VNO', '2018 q1')",0.0
28055,VTR,2018 q1,6010,0.276346597473833,Mr. Steve Sakwa,0.1086789013061901,male,EVERCORE ISI,"('VTR', '2018 q1')",0.0
28056,EXR,2018 q1,6010,0.4748300176231658,Mr. Todd J. Stender,0.4341638566670532,male,"Wells Fargo Securities, LLC","('EXR', '2018 q1')",0.0
28057,O,2018 q1,6010,0.4667437875912659,Mr. Todd J. Stender,0.4109980427653052,male,"Wells Fargo Securities, LLC","('O', '2018 q1')",0.0
28058,PEAK,2018 q1,6010,0.5621247606571647,Mr. Todd J. Stender,0.5112533539590915,male,"Wells Fargo Securities, LLC","('PEAK', '2018 q1')",0.0
28059,PSA,2018 q1,6010,0.694726110477196,Mr. Todd J. Stender,0.5946387255170885,male,"Wells Fargo Securities, LLC","('PSA', '2018 q1')",0.0
28060,VTR,2018 q1,6010,0.276346597473833,Mr. Todd J. Stender,0.3584960887055824,male,"Wells Fargo Securities, LLC","('VTR', '2018 q1')",0.0
28061,WELL,2018 q1,6010,0.6592682934987935,Mr. Todd J. Stender,0.5464417253188628,male,"Wells Fargo Securities, LLC","('WELL', '2018 q1')",0.04619332030415535
28062,FRT,2018 q1,6010,0.271436030467617,Floris v. Dijkum,0.259219297615883,male,"Boenning & Scattergood, Inc","('FRT', '2018 q1')",0.0
28063,HST,2018 q1,6010,0.4867777502745146,Floris v. Dijkum,0.2249856932905708,male,"Boenning & Scattergood, Inc","('HST', '2018 q1')",0.0
28064,KIM,2018 q1,6010,0.4581003540072184,Floris v. Dijkum,0.2104666232382321,male,"Boenning & Scattergood, Inc","('KIM', '2018 q1')",0.0
28065,REG,2018 q1,6010,0.4182420561060664,Floris v. Dijkum,0.1350904307761051,male,"Boenning & Scattergood, Inc","('REG', '2018 q1')",0.0
28066,HST,2018 q1,6010,0.4867777502745146,Chris J. Woronka,0.7268191538660717,male,Deutsche Bank,"('HST', '2018 q1')",0.0
28067,HST,2018 q1,6010,0.4867777502745146,"Mr. Wes K. Golladay, CFA",0.1654015792280712,male,RBC Capital Markets,"('HST', '2018 q1')",0.0
28068,KIM,2018 q1,6010,0.4581003540072184,"Mr. Wes K. Golladay, CFA",0.1945676641810792,male,RBC Capital Markets,"('KIM', '2018 q1')",0.0
28069,MAA,2018 q1,6010,0.5021470778005095,"Mr. Wes K. Golladay, CFA",0.19193039265944,male,RBC Capital Markets,"('MAA', '2018 q1')",0.0
28070,O,2018 q1,6010,0.4667437875912659,"Mr. Wes K. Golladay, CFA",0.2815792414342036,male,RBC Capital Markets,"('O', '2018 q1')",0.0
28071,REG,2018 q1,6010,0.4182420561060664,"Mr. Wes K. Golladay, CFA",0.125865240478158,male,RBC Capital Markets,"('REG', '2018 q1')",0.0
28072,HST,2018 q1,6010,0.4867777502745146,"Mr. Rich A. Hightower, Jr",0.2100129629866559,male,EVERCORE ISI,"('HST', '2018 q1')",0.0
28073,HST,2018 q1,6010,0.4867777502745146,Thomas G. Allen,0.2913940922776371,male,Morgan Stanley,"('HST', '2018 q1')",0.0
28074,HST,2018 q1,6010,0.4867777502745146,Jared Shojaian,0.2789582346699657,male,Wolfe Research,"('HST', '2018 q1')",0.03339363634586334
28075,IRM,2018 q1,6010,0.7804937790831251,Mr. Kevin McVeigh,0.9762118581965668,male,Deutsche Bank,"('IRM', '2018 q1')",0.01666666753590107
28076,IRM,2018 q1,6010,0.7804937790831251,Eric Compton,0.886048863799841,male,"Morningstar, Inc.","('IRM', '2018 q1')",0.0
28077,IRM,2018 q1,6010,0.7804937790831251,Karin A. Ford,0.5882722488208599,female,MUFG Securities Americas Inc.,"('IRM', '2018 q1')",0.0
28078,O,2018 q1,6010,0.4667437875912659,Karin A. Ford,0.2725310015616171,female,MUFG Securities Americas Inc.,"('O', '2018 q1')",0.027750404551625252
28079,VTR,2018 q1,6010,0.276346597473833,Karin A. Ford,0.0780269263933155,female,MUFG Securities Americas Inc.,"('VTR', '2018 q1')",0.0
28080,WELL,2018 q1,6010,0.6592682934987935,Karin A. Ford,0.2613816881921226,female,MUFG Securities Americas Inc.,"('WELL', '2018 q1')",0.016970369964838028
28081,KIM,2018 q1,6010,0.4581003540072184,Mr. Craig R. Schmidt,0.7379492889177246,male,BofA Global Research,"('KIM', '2018 q1')",0.03333333507180214
28082,PEAK,2018 q1,6010,0.5621247606571647,Juan Sanabria,0.3532575874244767,male,BofA Global Research,"('PEAK', '2018 q1')",0.020398739725351334
28083,UDR,2018 q1,6010,0.3354708973030769,Juan Sanabria,0.3375820996504761,male,BofA Global Research,"('UDR', '2018 q1')",0.025467317551374435
28084,PEAK,2018 q1,6010,0.5621247606571647,"Michael W. Carroll, CFA",0.2670541860261381,male,RBC Capital Markets,"('PEAK', '2018 q1')",0.0
28085,PLD,2018 q1,6010,0.6270986372853582,"Michael W. Carroll, CFA",0.2385201353885116,male,RBC Capital Markets,"('PLD', '2018 q1')",0.0
28086,VTR,2018 q1,6010,0.276346597473833,"Michael W. Carroll, CFA",0.1241118176370218,male,RBC Capital Markets,"('VTR', '2018 q1')",0.0
28087,WELL,2018 q1,6010,0.6592682934987935,"Michael W. Carroll, CFA",0.3367897347731283,male,RBC Capital Markets,"('WELL', '2018 q1')",0.0
28088,PEAK,2018 q1,6010,0.5621247606571647,Mr. John M. Roberts,0.3127882418381821,male,Hilliard Lyons,"('PEAK', '2018 q1')",0.007736926898360252
28089,VTR,2018 q1,6010,0.276346597473833,Mr. John M. Roberts,0.1808013465987796,male,Hilliard Lyons,"('VTR', '2018 q1')",0.0
28090,WELL,2018 q1,6010,0.6592682934987935,Mr. John M. Roberts,0.3389297492168279,male,Hilliard Lyons,"('WELL', '2018 q1')",0.0
28091,REG,2018 q1,6010,0.4182420561060664,Mr. Michael P. Gorman,0.1477119195817579,male,BTIG,"('REG', '2018 q1')",0.0
28092,REG,2018 q1,6010,0.4182420561060664,Mr. Samir Khanal,0.1622871868768903,male,EVERCORE ISI,"('REG', '2018 q1')",0.010157532058656216
28093,REG,2018 q1,6010,0.4182420561060664,Ms. Linda Tsai,0.5399696150066338,female,Barclays,"('REG', '2018 q1')",0.029807213693857193
28094,SBAC,2018 q1,6010,0.6008924725341699,"David W. Barden, Jr",0.4566709353746471,male,BofA Global Research,"('SBAC', '2018 q1')",0.0
28095,SLG,2018 q1,6010,0.3708462026002997,Mitch B. Germain,0.3733750348488109,male,JMP Securities,"('SLG', '2018 q1')",0.026633519679307938
28096,VNO,2018 q1,6010,0.7439080319788138,Vikram Malhotra,0.6259019672486709,male,Morgan Stanley,"('VNO', '2018 q1')",0.016786698251962662
28097,VTR,2018 q1,6010,0.276346597473833,Mr. Eric Fleming,0.0906009980502696,male,SunTrust Robinson Humphrey Capital Markets,"('VTR', '2018 q1')",0.0
28098,WY,2018 q1,6010,0.6382248043268588,Charles Gross,0.7295239419402508,male,"Morningstar, Inc.","('WY', '2018 q1')",0.0
28099,WY,2018 q1,6010,0.6382248043268588,George L. Staphos,0.7519403480048281,male,BofA Global Research,"('WY', '2018 q1')",0.03333333507180214
28100,AIV,2018 q2,6010,0.321347796331775,"Mr. Michael R. Lewis, CFA",0.1293052774877696,male,SunTrust Robinson Humphrey Capital Markets,"('AIV', '2018 q2')",0.0
28101,AVB,2018 q2,6010,0.1889073417509773,"Mr. Michael R. Lewis, CFA",0.0805432146533304,male,SunTrust Robinson Humphrey Capital Markets,"('AVB', '2018 q2')",0.0
28102,SLG,2018 q2,6010,0.6761912442966135,"Mr. Michael R. Lewis, CFA",0.702855454262594,male,SunTrust Robinson Humphrey Capital Markets,"('SLG', '2018 q2')",0.03333333507180214
28103,VNO,2018 q2,6010,0.4758759086830266,"Mr. Michael R. Lewis, CFA",0.2618461077651927,male,SunTrust Robinson Humphrey Capital Markets,"('VNO', '2018 q2')",0.0
28104,AIV,2018 q2,6010,0.321347796331775,"Jeffrey J. Donnelly, CFA",0.1992179051094839,male,"Wells Fargo Securities, LLC","('AIV', '2018 q2')",0.0
28105,AVB,2018 q2,6010,0.1889073417509773,"Jeffrey J. Donnelly, CFA",0.1439634131019462,male,"Wells Fargo Securities, LLC","('AVB', '2018 q2')",0.0
28106,EQR,2018 q2,6010,0.4473834157125581,"Jeffrey J. Donnelly, CFA",0.3141624468387233,male,"Wells Fargo Securities, LLC","('EQR', '2018 q2')",0.0
28107,FRT,2018 q2,6010,0.576718646647428,"Jeffrey J. Donnelly, CFA",0.3213396662475636,male,"Wells Fargo Securities, LLC","('FRT', '2018 q2')",0.0
28108,HST,2018 q2,6010,0.5286515628677173,"Jeffrey J. Donnelly, CFA",0.2417427262760761,male,"Wells Fargo Securities, LLC","('HST', '2018 q2')",0.0
28109,KIM,2018 q2,6010,0.3060357964700594,"Jeffrey J. Donnelly, CFA",0.1388994000812577,male,"Wells Fargo Securities, LLC","('KIM', '2018 q2')",0.0
28110,REG,2018 q2,6010,0.4221269172708284,"Jeffrey J. Donnelly, CFA",0.1444287810200243,male,"Wells Fargo Securities, LLC","('REG', '2018 q2')",0.0
28111,UDR,2018 q2,6010,0.6899250468166824,"Jeffrey J. Donnelly, CFA",0.5132466044064301,male,"Wells Fargo Securities, LLC","('UDR', '2018 q2')",0.0
28112,AIV,2018 q2,6010,0.321347796331775,"Mr. Kenneth M. Leon, CPA",0.3366997658738684,male,CFRA Equity Research,"('AIV', '2018 q2')",0.0
28113,ARE,2018 q2,6010,0.5001380202241446,"Mr. Kenneth M. Leon, CPA",0.4460746753364337,male,CFRA Equity Research,"('ARE', '2018 q2')",0.01315631833858788
28114,AVB,2018 q2,6010,0.1889073417509773,"Mr. Kenneth M. Leon, CPA",0.3224142777008378,male,CFRA Equity Research,"('AVB', '2018 q2')",0.0
28115,EQR,2018 q2,6010,0.4473834157125581,"Mr. Kenneth M. Leon, CPA",0.362570645333739,male,CFRA Equity Research,"('EQR', '2018 q2')",0.0
28116,HST,2018 q2,6010,0.5286515628677173,"Mr. Kenneth M. Leon, CPA",0.6315083935165059,male,CFRA Equity Research,"('HST', '2018 q2')",0.0
28117,MAA,2018 q2,6010,0.4567516330958665,"Mr. Kenneth M. Leon, CPA",0.4318081309506758,male,CFRA Equity Research,"('MAA', '2018 q2')",0.0
28118,PEAK,2018 q2,6010,0.391465467751529,"Mr. Kenneth M. Leon, CPA",0.4445009288124973,male,CFRA Equity Research,"('PEAK', '2018 q2')",0.0
28119,SLG,2018 q2,6010,0.6761912442966135,"Mr. Kenneth M. Leon, CPA",0.5202766330968832,male,CFRA Equity Research,"('SLG', '2018 q2')",0.0
28120,UDR,2018 q2,6010,0.6899250468166824,"Mr. Kenneth M. Leon, CPA",0.5691523745509667,male,CFRA Equity Research,"('UDR', '2018 q2')",0.0
28121,VNO,2018 q2,6010,0.4758759086830266,"Mr. Kenneth M. Leon, CPA",0.3915233087701514,male,CFRA Equity Research,"('VNO', '2018 q2')",0.0
28122,VTR,2018 q2,6010,0.5843531065271018,"Mr. Kenneth M. Leon, CPA",0.4418472268860059,male,CFRA Equity Research,"('VTR', '2018 q2')",0.0
28123,WELL,2018 q2,6010,0.3936719530214757,"Mr. Kenneth M. Leon, CPA",0.422655250719864,male,CFRA Equity Research,"('WELL', '2018 q2')",0.0
28124,AIV,2018 q2,6010,0.321347796331775,Timetric Department,0.1354184600842577,Not a person,Timetric,"('AIV', '2018 q2')",0.0
28125,AIV,2018 q2,6010,0.321347796331775,Kevin Brown,0.6184338848936942,male,"Morningstar, Inc.","('AIV', '2018 q2')",0.0
28126,PEAK,2018 q2,6010,0.391465467751529,Kevin Brown,0.3805819413296506,male,"Morningstar, Inc.","('PEAK', '2018 q2')",0.0
28127,VTR,2018 q2,6010,0.5843531065271018,Kevin Brown,0.3460789340150434,male,"Morningstar, Inc.","('VTR', '2018 q2')",0.0
28128,WELL,2018 q2,6010,0.3936719530214757,Kevin Brown,0.3123323480389411,male,"Morningstar, Inc.","('WELL', '2018 q2')",0.0
28129,AIV,2018 q2,6010,0.321347796331775,"Mr. Omotayo Okusanya, CFA",0.1189373526850142,male,Jefferies,"('AIV', '2018 q2')",0.0
28130,AVB,2018 q2,6010,0.1889073417509773,"Mr. Omotayo Okusanya, CFA",0.0782899815848108,male,Jefferies,"('AVB', '2018 q2')",0.0
28131,EQR,2018 q2,6010,0.4473834157125581,"Mr. Omotayo Okusanya, CFA",0.2107589259826406,male,Jefferies,"('EQR', '2018 q2')",0.0
28132,EXR,2018 q2,6010,0.4388744321712376,"Mr. Omotayo Okusanya, CFA",0.5110999428803812,male,Jefferies,"('EXR', '2018 q2')",0.0
28133,FRT,2018 q2,6010,0.576718646647428,"Mr. Omotayo Okusanya, CFA",0.521379571359031,male,Jefferies,"('FRT', '2018 q2')",0.03333333507180214
28134,MAA,2018 q2,6010,0.4567516330958665,"Mr. Omotayo Okusanya, CFA",0.2283559277070596,male,Jefferies,"('MAA', '2018 q2')",0.0
28135,VTR,2018 q2,6010,0.5843531065271018,"Mr. Omotayo Okusanya, CFA",0.4686507672057202,male,Jefferies,"('VTR', '2018 q2')",0.0
28136,AIV,2018 q2,6010,0.321347796331775,Mr. Aaron Hecht,0.1392842523167201,male,JMP Securities,"('AIV', '2018 q2')",0.0
28137,EQR,2018 q2,6010,0.4473834157125581,Mr. Aaron Hecht,0.1400127180854536,male,JMP Securities,"('EQR', '2018 q2')",0.033446960151195526
28138,ESS,2018 q2,6010,0.5472645808838115,Mr. Aaron Hecht,0.3779383078344518,male,JMP Securities,"('ESS', '2018 q2')",0.0
28139,MAA,2018 q2,6010,0.4567516330958665,Mr. Aaron Hecht,0.2261343078251924,male,JMP Securities,"('MAA', '2018 q2')",0.0
28140,AMT,2018 q2,6010,0.3508476079635512,Greg P Miller,0.1636380673012376,male,SunTrust Robinson Humphrey Capital Markets,"('AMT', '2018 q2')",0.0
28141,DLR,2018 q2,6010,0.4756008594470996,Greg P Miller,0.2456607225446865,male,SunTrust Robinson Humphrey Capital Markets,"('DLR', '2018 q2')",0.0
28142,EQIX,2018 q2,6010,0.5996355452498208,Greg P Miller,0.2764642623081144,male,SunTrust Robinson Humphrey Capital Markets,"('EQIX', '2018 q2')",0.0
28143,SBAC,2018 q2,6010,0.5571005825818379,Greg P Miller,0.3582640527802289,male,SunTrust Robinson Humphrey Capital Markets,"('SBAC', '2018 q2')",0.02616097219288349
28144,AMT,2018 q2,6010,0.3508476079635512,Mr. Matthew Niknam,0.3985617963571818,male,Deutsche Bank,"('AMT', '2018 q2')",0.0
28145,SBAC,2018 q2,6010,0.5571005825818379,Mr. Matthew Niknam,0.8747057157637003,male,Deutsche Bank,"('SBAC', '2018 q2')",0.0
28146,AMT,2018 q2,6010,0.3508476079635512,Colby A. Synesael,0.1478008101027079,male,Cowen and Company,"('AMT', '2018 q2')",0.02077215537428856
28147,DLR,2018 q2,6010,0.4756008594470996,Colby A. Synesael,0.3122836857263313,male,Cowen and Company,"('DLR', '2018 q2')",0.0
28148,EQIX,2018 q2,6010,0.5996355452498208,Colby A. Synesael,0.2762060308613636,male,Cowen and Company,"('EQIX', '2018 q2')",0.0
28149,AMT,2018 q2,6010,0.3508476079635512,Mr. Scott Goldman,0.2012706089371985,male,Jefferies,"('AMT', '2018 q2')",0.0
28150,EQIX,2018 q2,6010,0.5996355452498208,Mr. Scott Goldman,0.3279368601413954,male,Jefferies,"('EQIX', '2018 q2')",0.0
28151,AMT,2018 q2,6010,0.3508476079635512,S&P pool,0.5082518757899575,Not a person,CFRA Equity Research,"('AMT', '2018 q2')",0.0
28152,KIM,2018 q2,6010,0.3060357964700594,S&P pool,0.3049290961721701,Not a person,CFRA Equity Research,"('KIM', '2018 q2')",0.0
28153,O,2018 q2,6010,0.4601692075985214,S&P pool,0.3471109520972857,Not a person,CFRA Equity Research,"('O', '2018 q2')",0.0
28154,SBAC,2018 q2,6010,0.5571005825818379,S&P pool,0.5079091733170734,Not a person,CFRA Equity Research,"('SBAC', '2018 q2')",0.0
28155,AMT,2018 q2,6010,0.3508476079635512,"Timothy K. Horan, CFA",0.1161827391611358,male,"Oppenheimer & Co., Inc.","('AMT', '2018 q2')",0.0
28156,EQIX,2018 q2,6010,0.5996355452498208,"Timothy K. Horan, CFA",0.2412194167216808,male,"Oppenheimer & Co., Inc.","('EQIX', '2018 q2')",0.0
28157,AMT,2018 q2,6010,0.3508476079635512,Mr. Amir Rozwadowski,0.0959173297783952,male,Barclays,"('AMT', '2018 q2')",0.008312039077281952
28158,EQIX,2018 q2,6010,0.5996355452498208,Mr. Amir Rozwadowski,0.2974034385213832,male,Barclays,"('EQIX', '2018 q2')",0.005243755877017975
28159,SBAC,2018 q2,6010,0.5571005825818379,Mr. Amir Rozwadowski,0.2213719818036907,male,Barclays,"('SBAC', '2018 q2')",0.010597053915262222
28160,AMT,2018 q2,6010,0.3508476079635512,Walter Piecyk,0.1284929719178861,male,BTIG,"('AMT', '2018 q2')",0.036012645810842514
28161,AMT,2018 q2,6010,0.3508476079635512,CFRA Research,0.505721820494994,Not a person,CFRA Equity Research,"('AMT', '2018 q2')",0.0
28162,DRE,2018 q2,6010,0.3510798655146758,CFRA Research,0.5011427994325839,Not a person,CFRA Equity Research,"('DRE', '2018 q2')",0.0
28163,EXR,2018 q2,6010,0.4388744321712376,CFRA Research,0.5905408690059094,Not a person,CFRA Equity Research,"('EXR', '2018 q2')",0.0
28164,FRT,2018 q2,6010,0.576718646647428,CFRA Research,0.4883717308191826,Not a person,CFRA Equity Research,"('FRT', '2018 q2')",0.0
28165,IRM,2018 q2,6010,0.7206427500758976,CFRA Research,0.7902700386561861,Not a person,CFRA Equity Research,"('IRM', '2018 q2')",0.0
28166,KIM,2018 q2,6010,0.3060357964700594,CFRA Research,0.3319450763446865,Not a person,CFRA Equity Research,"('KIM', '2018 q2')",0.0
28167,O,2018 q2,6010,0.4601692075985214,CFRA Research,0.3466803021622874,Not a person,CFRA Equity Research,"('O', '2018 q2')",0.0
28168,PLD,2018 q2,6010,0.6226178224876873,CFRA Research,0.5738273987586907,Not a person,CFRA Equity Research,"('PLD', '2018 q2')",0.0
28169,PSA,2018 q2,6010,0.5159979711356197,CFRA Research,0.5704613241476922,Not a person,CFRA Equity Research,"('PSA', '2018 q2')",0.0
28170,REG,2018 q2,6010,0.4221269172708284,CFRA Research,0.4692879234570616,Not a person,CFRA Equity Research,"('REG', '2018 q2')",0.0
28171,SBAC,2018 q2,6010,0.5571005825818379,CFRA Research,0.498140410614608,Not a person,CFRA Equity Research,"('SBAC', '2018 q2')",0.0
28172,WY,2018 q2,6010,0.59115997117857,CFRA Research,0.6064593604810238,Not a person,CFRA Equity Research,"('WY', '2018 q2')",0.0
28173,AMT,2018 q2,6010,0.3508476079635512,Jonathan Atkin,0.1426017784201539,male,RBC Capital Markets,"('AMT', '2018 q2')",0.0
28174,CCI,2018 q2,6010,0.0,Jonathan Atkin,,male,RBC Capital Markets,"('CCI', '2018 q2')",0.0
28175,DLR,2018 q2,6010,0.4756008594470996,Jonathan Atkin,0.2152157200091735,male,RBC Capital Markets,"('DLR', '2018 q2')",0.0
28176,EQIX,2018 q2,6010,0.5996355452498208,Jonathan Atkin,0.5479248228906327,male,RBC Capital Markets,"('EQIX', '2018 q2')",0.03333333507180214
28177,SBAC,2018 q2,6010,0.5571005825818379,Jonathan Atkin,0.2017659042504231,male,RBC Capital Markets,"('SBAC', '2018 q2')",0.0
28178,ARE,2018 q2,6010,0.5001380202241446,"Peter L. Martin, CFA",0.3570236507848926,male,JMP Securities,"('ARE', '2018 q2')",0.012452182359993458
28179,ARE,2018 q2,6010,0.5001380202241446,Morningstar Credit Analysts,0.5483588528737087,Not a person,Morningstar Credit Research,"('ARE', '2018 q2')",0.02636980637907982
28180,ARE,2018 q2,6010,0.5001380202241446,Sheila K. McGrath,0.2299983293396425,female,EVERCORE ISI,"('ARE', '2018 q2')",0.0
28181,IRM,2018 q2,6010,0.7206427500758976,Sheila K. McGrath,0.5546371234171557,female,EVERCORE ISI,"('IRM', '2018 q2')",0.0
28182,ARE,2018 q2,6010,0.5001380202241446,Mr. Ross L. Smotrich,0.6466926853013082,male,Barclays,"('ARE', '2018 q2')",0.01520826481282711
28183,DLR,2018 q2,6010,0.4756008594470996,Mr. Ross L. Smotrich,0.2624223498429103,male,Barclays,"('DLR', '2018 q2')",0.0
28184,PLD,2018 q2,6010,0.6226178224876873,Mr. Ross L. Smotrich,0.3772058833640157,male,Barclays,"('PLD', '2018 q2')",0.0
28185,PSA,2018 q2,6010,0.5159979711356197,Mr. Ross L. Smotrich,0.6019730829070717,male,Barclays,"('PSA', '2018 q2')",0.0
28186,SLG,2018 q2,6010,0.6761912442966135,Mr. Ross L. Smotrich,0.5775126999043453,male,Barclays,"('SLG', '2018 q2')",0.0
28187,VNO,2018 q2,6010,0.4758759086830266,Mr. Ross L. Smotrich,0.2394909799374441,male,Barclays,"('VNO', '2018 q2')",0.0
28188,ARE,2018 q2,6010,0.5001380202241446,"Michael W. Carroll, CFA",0.2327193323434987,male,RBC Capital Markets,"('ARE', '2018 q2')",0.026736311614513397
28189,DRE,2018 q2,6010,0.3510798655146758,"Michael W. Carroll, CFA",0.2348516216306319,male,RBC Capital Markets,"('DRE', '2018 q2')",0.0
28190,PEAK,2018 q2,6010,0.391465467751529,"Michael W. Carroll, CFA",0.2361246703574747,male,RBC Capital Markets,"('PEAK', '2018 q2')",0.0
28191,PLD,2018 q2,6010,0.6226178224876873,"Michael W. Carroll, CFA",0.2110475533704395,male,RBC Capital Markets,"('PLD', '2018 q2')",0.0
28192,VTR,2018 q2,6010,0.5843531065271018,"Michael W. Carroll, CFA",0.2675979346665286,male,RBC Capital Markets,"('VTR', '2018 q2')",0.0
28193,WELL,2018 q2,6010,0.3936719530214757,"Michael W. Carroll, CFA",0.1347112971414319,male,RBC Capital Markets,"('WELL', '2018 q2')",0.0
28194,AVB,2018 q2,6010,0.1889073417509773,Mr. James W. Sullivan,0.1375993965643911,male,BTIG,"('AVB', '2018 q2')",0.0
28195,HST,2018 q2,6010,0.5286515628677173,Mr. James W. Sullivan,0.2792117743981039,male,BTIG,"('HST', '2018 q2')",0.0
28196,MAA,2018 q2,6010,0.4567516330958665,Mr. James W. Sullivan,0.2603910087880363,male,BTIG,"('MAA', '2018 q2')",0.0
28197,AVB,2018 q2,6010,0.1889073417509773,"Mr. Wes K. Golladay, CFA",0.1007349132367369,male,RBC Capital Markets,"('AVB', '2018 q2')",0.0
28198,EQR,2018 q2,6010,0.4473834157125581,"Mr. Wes K. Golladay, CFA",0.1572355446540724,male,RBC Capital Markets,"('EQR', '2018 q2')",0.0
28199,EXR,2018 q2,6010,0.4388744321712376,"Mr. Wes K. Golladay, CFA",0.1910472670166984,male,RBC Capital Markets,"('EXR', '2018 q2')",0.01898534595966339
28200,HST,2018 q2,6010,0.5286515628677173,"Mr. Wes K. Golladay, CFA",0.1646225593418381,male,RBC Capital Markets,"('HST', '2018 q2')",0.0
28201,KIM,2018 q2,6010,0.3060357964700594,"Mr. Wes K. Golladay, CFA",0.171758629004615,male,RBC Capital Markets,"('KIM', '2018 q2')",0.0
28202,MAA,2018 q2,6010,0.4567516330958665,"Mr. Wes K. Golladay, CFA",0.7703223519393638,male,RBC Capital Markets,"('MAA', '2018 q2')",0.03333333507180214
28203,REG,2018 q2,6010,0.4221269172708284,"Mr. Wes K. Golladay, CFA",0.1870913268735999,male,RBC Capital Markets,"('REG', '2018 q2')",0.0
28204,UDR,2018 q2,6010,0.6899250468166824,"Mr. Wes K. Golladay, CFA",0.4546684008901435,male,RBC Capital Markets,"('UDR', '2018 q2')",0.0
28205,DLR,2018 q2,6010,0.4756008594470996,Mr. Keith Snyder,0.5946918754558027,male,CFRA Equity Research,"('DLR', '2018 q2')",0.0
28206,EQIX,2018 q2,6010,0.5996355452498208,Mr. Keith Snyder,0.6730447347247369,male,CFRA Equity Research,"('EQIX', '2018 q2')",0.0
28207,DLR,2018 q2,6010,0.4756008594470996,Mr. Jonathan Petersen,0.4212890783783816,male,Jefferies,"('DLR', '2018 q2')",0.0
28208,PLD,2018 q2,6010,0.6226178224876873,Mr. Jonathan Petersen,0.2759016872215706,male,Jefferies,"('PLD', '2018 q2')",0.0
28209,DLR,2018 q2,6010,0.4756008594470996,Sami Badri,0.4251580756960364,male,Credit Suisse,"('DLR', '2018 q2')",0.0
28210,DLR,2018 q2,6010,0.4756008594470996,"Vin Chao, CFA",0.4202390773619021,male,Deutsche Bank,"('DLR', '2018 q2')",0.0
28211,EQIX,2018 q2,6010,0.5996355452498208,"Vin Chao, CFA",0.9700203637273326,male,Deutsche Bank,"('EQIX', '2018 q2')",0.0
28212,PLD,2018 q2,6010,0.6226178224876873,"Vin Chao, CFA",0.8200978306307973,male,Deutsche Bank,"('PLD', '2018 q2')",0.0
28213,SLG,2018 q2,6010,0.6761912442966135,"Vin Chao, CFA",0.4472332352034786,male,Deutsche Bank,"('SLG', '2018 q2')",0.0
28214,WELL,2018 q2,6010,0.3936719530214757,"Vin Chao, CFA",0.8413137455435933,male,Deutsche Bank,"('WELL', '2018 q2')",0.0
28215,DRE,2018 q2,6010,0.3510798655146758,"Mr. Ki Bin Kim, CFA",0.2399128050628551,male,SunTrust Robinson Humphrey Capital Markets,"('DRE', '2018 q2')",0.0
28216,EXR,2018 q2,6010,0.4388744321712376,"Mr. Ki Bin Kim, CFA",0.2433309527639014,male,SunTrust Robinson Humphrey Capital Markets,"('EXR', '2018 q2')",0.0
28217,FRT,2018 q2,6010,0.576718646647428,"Mr. Ki Bin Kim, CFA",0.3019582195541104,male,SunTrust Robinson Humphrey Capital Markets,"('FRT', '2018 q2')",0.0
28218,PLD,2018 q2,6010,0.6226178224876873,"Mr. Ki Bin Kim, CFA",0.2221879974186448,male,SunTrust Robinson Humphrey Capital Markets,"('PLD', '2018 q2')",0.0
28219,PSA,2018 q2,6010,0.5159979711356197,"Mr. Ki Bin Kim, CFA",0.2503817185369199,male,SunTrust Robinson Humphrey Capital Markets,"('PSA', '2018 q2')",0.0
28220,EQIX,2018 q2,6010,0.5996355452498208,Mr. Josep Bori,0.4542694267060669,male,Berenberg,"('EQIX', '2018 q2')",0.012262563221156597
28221,EQIX,2018 q2,6010,0.5996355452498208,"Mr. Neil K. Macker, CFA",0.4582621911991804,male,"Morningstar, Inc.","('EQIX', '2018 q2')",0.0
28222,EQIX,2018 q2,6010,0.5996355452498208,"Jim D. Breen, Jr",0.2788475948007168,male,William Blair & Company,"('EQIX', '2018 q2')",0.0
28223,EQIX,2018 q2,6010,0.5996355452498208,Mr. Stephen D. Bersey,0.2580587139995267,male,MUFG Securities Americas Inc.,"('EQIX', '2018 q2')",0.0
28224,EQIX,2018 q2,6010,0.5996355452498208,"Shebly Seyrafi, CFA",0.5479248228906327,male,FBN Securities,"('EQIX', '2018 q2')",0.03333333507180214
28225,EQIX,2018 q2,6010,0.5996355452498208,Michael J. Funk,0.4049269612257822,male,BofA Global Research,"('EQIX', '2018 q2')",0.0
28226,EQR,2018 q2,6010,0.4473834157125581,Mr. Steve Sakwa,0.2584608376754012,male,EVERCORE ISI,"('EQR', '2018 q2')",0.0
28227,ESS,2018 q2,6010,0.5472645808838115,Mr. Steve Sakwa,0.3720513641141478,male,EVERCORE ISI,"('ESS', '2018 q2')",0.0
28228,EXR,2018 q2,6010,0.4388744321712376,Mr. Steve Sakwa,0.237533723138648,male,EVERCORE ISI,"('EXR', '2018 q2')",0.0
28229,FRT,2018 q2,6010,0.576718646647428,Mr. Steve Sakwa,0.3137186645918514,male,EVERCORE ISI,"('FRT', '2018 q2')",0.0
28230,PEAK,2018 q2,6010,0.391465467751529,Mr. Steve Sakwa,0.1805904891509075,male,EVERCORE ISI,"('PEAK', '2018 q2')",0.0
28231,PLD,2018 q2,6010,0.6226178224876873,Mr. Steve Sakwa,0.5281087064065262,male,EVERCORE ISI,"('PLD', '2018 q2')",0.0
28232,PSA,2018 q2,6010,0.5159979711356197,Mr. Steve Sakwa,0.2502661674824648,male,EVERCORE ISI,"('PSA', '2018 q2')",0.0
28233,SLG,2018 q2,6010,0.6761912442966135,Mr. Steve Sakwa,0.3436435986396409,male,EVERCORE ISI,"('SLG', '2018 q2')",0.0
28234,VNO,2018 q2,6010,0.4758759086830266,Mr. Steve Sakwa,0.2092172898998567,male,EVERCORE ISI,"('VNO', '2018 q2')",0.0
28235,VTR,2018 q2,6010,0.5843531065271018,Mr. Steve Sakwa,0.1952864954748418,male,EVERCORE ISI,"('VTR', '2018 q2')",0.0
28236,EQR,2018 q2,6010,0.4473834157125581,SADIF Research,0.952973167535403,Not a person,Sadif Analytics Prime,"('EQR', '2018 q2')",0.916247546672821
28237,PLD,2018 q2,6010,0.6226178224876873,SADIF Research,0.9966178213108766,Not a person,Sadif Analytics Prime,"('PLD', '2018 q2')",0.9685308933258057
28238,SLG,2018 q2,6010,0.6761912442966135,SADIF Research,0.8838715315900837,Not a person,Sadif Analytics Prime,"('SLG', '2018 q2')",0.886695146560669
28239,UDR,2018 q2,6010,0.6899250468166824,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('UDR', '2018 q2')",0.9769241213798523
28240,VTR,2018 q2,6010,0.5843531065271018,SADIF Research,0.9560222389079024,Not a person,Sadif Analytics Prime,"('VTR', '2018 q2')",0.9474223852157593
28241,WY,2018 q2,6010,0.59115997117857,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WY', '2018 q2')",0.9781463146209717
28242,ESS,2018 q2,6010,0.5472645808838115,Juan Sanabria,0.7828357475910602,male,BofA Global Research,"('ESS', '2018 q2')",0.03333333507180214
28243,EXR,2018 q2,6010,0.4388744321712376,Mr. Todd J. Stender,0.3492446877693713,male,"Wells Fargo Securities, LLC","('EXR', '2018 q2')",0.009914904832839966
28244,O,2018 q2,6010,0.4601692075985214,Mr. Todd J. Stender,0.459905119997426,male,"Wells Fargo Securities, LLC","('O', '2018 q2')",0.0
28245,PEAK,2018 q2,6010,0.391465467751529,Mr. Todd J. Stender,0.413961689991172,male,"Wells Fargo Securities, LLC","('PEAK', '2018 q2')",0.0
28246,PSA,2018 q2,6010,0.5159979711356197,Mr. Todd J. Stender,0.4311737950880797,male,"Wells Fargo Securities, LLC","('PSA', '2018 q2')",0.016064103692770004
28247,VTR,2018 q2,6010,0.5843531065271018,Mr. Todd J. Stender,0.4657476251425286,male,"Wells Fargo Securities, LLC","('VTR', '2018 q2')",0.0
28248,WELL,2018 q2,6010,0.3936719530214757,Mr. Todd J. Stender,0.1998612834976177,male,"Wells Fargo Securities, LLC","('WELL', '2018 q2')",0.032853723503649235
28249,FRT,2018 q2,6010,0.576718646647428,Floris v. Dijkum,0.346168259425413,male,"Boenning & Scattergood, Inc","('FRT', '2018 q2')",0.010719047859311104
28250,HST,2018 q2,6010,0.5286515628677173,Floris v. Dijkum,0.3768183796372617,male,"Boenning & Scattergood, Inc","('HST', '2018 q2')",0.0
28251,KIM,2018 q2,6010,0.3060357964700594,Floris v. Dijkum,0.1793665765404445,male,"Boenning & Scattergood, Inc","('KIM', '2018 q2')",0.010916328057646751
28252,REG,2018 q2,6010,0.4221269172708284,Floris v. Dijkum,0.2038785336261116,male,"Boenning & Scattergood, Inc","('REG', '2018 q2')",0.0
28253,FRT,2018 q2,6010,0.576718646647428,Dao Nguyen,0.7927210566576129,female,Viet Capital Securities Joint Stock Company (VCSC),"('FRT', '2018 q2')",0.0
28254,FRT,2018 q2,6010,0.576718646647428,Brad Schwer,0.521379571359031,male,"Morningstar, Inc.","('FRT', '2018 q2')",0.03333333507180214
28255,HST,2018 q2,6010,0.5286515628677173,Brad Schwer,0.5525981177406752,male,"Morningstar, Inc.","('HST', '2018 q2')",0.0
28256,PLD,2018 q2,6010,0.6226178224876873,Brad Schwer,0.6491474097826314,male,"Morningstar, Inc.","('PLD', '2018 q2')",0.005541225429624319
28257,PSA,2018 q2,6010,0.5159979711356197,Brad Schwer,0.4500342610906377,male,"Morningstar, Inc.","('PSA', '2018 q2')",0.0
28258,HST,2018 q2,6010,0.5286515628677173,Jared Shojaian,0.2854493373429816,male,Wolfe Research,"('HST', '2018 q2')",0.046587467193603516
28259,HST,2018 q2,6010,0.5286515628677173,Thomas G. Allen,0.4141039678964504,male,Morgan Stanley,"('HST', '2018 q2')",0.007243423257023096
28260,HST,2018 q2,6010,0.5286515628677173,Chris J. Woronka,0.736997946555593,male,Deutsche Bank,"('HST', '2018 q2')",0.0
28261,HST,2018 q2,6010,0.5286515628677173,"Mr. Rich A. Hightower, Jr",0.2099971537194452,male,EVERCORE ISI,"('HST', '2018 q2')",0.0
28262,IRM,2018 q2,6010,0.7206427500758976,Eric Compton,0.8164209587400746,male,"Morningstar, Inc.","('IRM', '2018 q2')",0.0
28263,IRM,2018 q2,6010,0.7206427500758976,Karin A. Ford,0.5233871832102672,female,MUFG Securities Americas Inc.,"('IRM', '2018 q2')",0.0
28264,PEAK,2018 q2,6010,0.391465467751529,Karin A. Ford,0.2179901666940708,female,MUFG Securities Americas Inc.,"('PEAK', '2018 q2')",0.0
28265,WELL,2018 q2,6010,0.3936719530214757,Karin A. Ford,0.1051016844157892,female,MUFG Securities Americas Inc.,"('WELL', '2018 q2')",0.020220525562763214
28266,KIM,2018 q2,6010,0.3060357964700594,Mr. Michael P. Gorman,0.2195766861621472,male,BTIG,"('KIM', '2018 q2')",0.0
28267,O,2018 q2,6010,0.4601692075985214,Mr. Michael P. Gorman,0.4640266999958359,male,BTIG,"('O', '2018 q2')",0.0
28268,KIM,2018 q2,6010,0.3060357964700594,Mr. Alexander D. Goldfarb,0.2534739334527026,male,Sandler O'Neill & Partners,"('KIM', '2018 q2')",0.0
28269,VNO,2018 q2,6010,0.4758759086830266,Mr. Alexander D. Goldfarb,0.4658232505929073,male,Sandler O'Neill & Partners,"('VNO', '2018 q2')",0.0
28270,O,2018 q2,6010,0.4601692075985214,Mr. Robert C. Stevenson,0.3286060584863821,male,Janney Montgomery Scott LLC,"('O', '2018 q2')",0.05119732394814491
28271,PLD,2018 q2,6010,0.6226178224876873,Mr. James Feldman,0.2243007872627445,male,BofA Global Research,"('PLD', '2018 q2')",0.012062477879226208
28272,VNO,2018 q2,6010,0.4758759086830266,Mr. James Feldman,0.7477973962313242,male,BofA Global Research,"('VNO', '2018 q2')",0.03333333507180214
28273,PLD,2018 q2,6010,0.6226178224876873,Mr. Thomas Catherwood,0.2583224967804648,male,BTIG,"('PLD', '2018 q2')",0.0
28274,REG,2018 q2,6010,0.4221269172708284,Ms. Linda Tsai,0.6336991816863676,female,Barclays,"('REG', '2018 q2')",0.017718272283673286
28275,REG,2018 q2,6010,0.4221269172708284,Mr. Samir Khanal,0.4421432328540982,male,EVERCORE ISI,"('REG', '2018 q2')",0.0
28276,REG,2018 q2,6010,0.4221269172708284,Mr. Richard Hill,0.1921232453358786,male,Morgan Stanley,"('REG', '2018 q2')",0.0
28277,SBAC,2018 q2,6010,0.5571005825818379,Ms. Jennifer M. Fritzsche,0.2418853363089381,female,"Wells Fargo Securities, LLC","('SBAC', '2018 q2')",0.012442715466022491
28278,SBAC,2018 q2,6010,0.5571005825818379,Mr. Matthew Dolgin,0.5035324672219788,male,"Morningstar, Inc.","('SBAC', '2018 q2')",0.0
28279,SBAC,2018 q2,6010,0.5571005825818379,"David W. Barden, Jr",0.3947743390575121,male,BofA Global Research,"('SBAC', '2018 q2')",0.0
28280,SLG,2018 q2,6010,0.6761912442966135,Mitch B. Germain,0.5109173890221383,male,JMP Securities,"('SLG', '2018 q2')",0.027237568516284227
28281,VTR,2018 q2,6010,0.5843531065271018,Jeffrey Spector,0.5751430166308673,male,BofA Global Research,"('VTR', '2018 q2')",0.03333333507180214
28282,VTR,2018 q2,6010,0.5843531065271018,Mr. Eric Fleming,0.2085151977118704,male,SunTrust Robinson Humphrey Capital Markets,"('VTR', '2018 q2')",0.0
28283,WELL,2018 q2,6010,0.3936719530214757,Mr. Eric Fleming,0.1071968354578035,male,SunTrust Robinson Humphrey Capital Markets,"('WELL', '2018 q2')",0.019908130168914795
28284,VTR,2018 q2,6010,0.5843531065271018,Mr. John M. Roberts,0.2438571137820166,male,Hilliard Lyons,"('VTR', '2018 q2')",0.0
28285,WELL,2018 q2,6010,0.3936719530214757,Mr. John M. Roberts,0.2770472686224681,male,Hilliard Lyons,"('WELL', '2018 q2')",0.0
28286,VTR,2018 q2,6010,0.5843531065271018,"Joseph D. France, CFA",0.5751430166308673,male,Cantor Fitzgerald,"('VTR', '2018 q2')",0.03333333507180214
28287,WELL,2018 q2,6010,0.3936719530214757,"Dana R. Hambly, CFA",0.1142725442390326,female,Stephens Inc.,"('WELL', '2018 q2')",0.0
28288,WY,2018 q2,6010,0.59115997117857,George L. Staphos,0.3539921319557775,male,BofA Global Research,"('WY', '2018 q2')",0.0
28289,WY,2018 q2,6010,0.59115997117857,Charles Gross,0.5332200950789063,male,"Morningstar, Inc.","('WY', '2018 q2')",0.0
28290,WY,2018 q2,6010,0.59115997117857,Mr. Paul C. Quinn,0.2506684139686991,male,RBC Capital Markets,"('WY', '2018 q2')",0.0
28291,WY,2018 q2,6010,0.59115997117857,"Benoit Laprade, CPA",0.274411330127367,male,Scotiabank GBM,"('WY', '2018 q2')",0.0
28292,WY,2018 q2,6010,0.59115997117857,"Mark A. Weintraub, CFA",0.329274676170062,male,The Buckingham Research Group,"('WY', '2018 q2')",0.0
28293,AIV,2018 q3,6010,0.27661215964977,Mr. Ross L. Smotrich,0.248693085189832,male,Barclays,"('AIV', '2018 q3')",0.0070927320048213005
28294,ARE,2018 q3,6010,0.4340419695543764,Mr. Ross L. Smotrich,0.6134293920118551,male,Barclays,"('ARE', '2018 q3')",0.01573784463107586
28295,DLR,2018 q3,6010,0.5430478808091488,Mr. Ross L. Smotrich,0.5152889709180773,male,Barclays,"('DLR', '2018 q3')",0.0
28296,EQR,2018 q3,6010,0.5373645505015662,Mr. Ross L. Smotrich,0.4813024826502913,male,Barclays,"('EQR', '2018 q3')",0.0
28297,IRM,2018 q3,6010,0.6754773253655783,Mr. Ross L. Smotrich,0.3886457647729541,male,Barclays,"('IRM', '2018 q3')",0.005649285856634378
28298,KIM,2018 q3,6010,0.5148604139134841,Mr. Ross L. Smotrich,0.5970338694786356,male,Barclays,"('KIM', '2018 q3')",0.0
28299,PLD,2018 q3,6010,0.5914575719451733,Mr. Ross L. Smotrich,0.3357758963876566,male,Barclays,"('PLD', '2018 q3')",0.0
28300,PSA,2018 q3,6010,0.7992223255761555,Mr. Ross L. Smotrich,0.6695620080509795,male,Barclays,"('PSA', '2018 q3')",0.0
28301,REG,2018 q3,6010,0.5531801291728088,Mr. Ross L. Smotrich,0.5647732718442997,male,Barclays,"('REG', '2018 q3')",0.0
28302,SLG,2018 q3,6010,0.3471881677289338,Mr. Ross L. Smotrich,0.4147093013528095,male,Barclays,"('SLG', '2018 q3')",0.0
28303,VNO,2018 q3,6010,0.5706587655101274,Mr. Ross L. Smotrich,0.3718930974967434,male,Barclays,"('VNO', '2018 q3')",0.0
28304,AIV,2018 q3,6010,0.27661215964977,Mr. Aaron Hecht,0.1273411531488652,male,JMP Securities,"('AIV', '2018 q3')",0.0
28305,AVB,2018 q3,6010,0.5259302821435361,Mr. Aaron Hecht,0.1590773443616957,male,JMP Securities,"('AVB', '2018 q3')",0.0
28306,EQR,2018 q3,6010,0.5373645505015662,Mr. Aaron Hecht,0.1683817108239647,male,JMP Securities,"('EQR', '2018 q3')",0.01322783250361681
28307,AIV,2018 q3,6010,0.27661215964977,Kevin Brown,0.2496277405519334,male,"Morningstar, Inc.","('AIV', '2018 q3')",0.0
28308,AVB,2018 q3,6010,0.5259302821435361,Kevin Brown,0.7427151499365584,male,"Morningstar, Inc.","('AVB', '2018 q3')",0.03333333507180214
28309,FRT,2018 q3,6010,0.5487170533494666,Kevin Brown,0.7459826605157239,male,"Morningstar, Inc.","('FRT', '2018 q3')",0.03333333507180214
28310,HST,2018 q3,6010,0.6294797287052878,Kevin Brown,0.4926104055284963,male,"Morningstar, Inc.","('HST', '2018 q3')",0.0
28311,KIM,2018 q3,6010,0.5148604139134841,Kevin Brown,0.4901745177336561,male,"Morningstar, Inc.","('KIM', '2018 q3')",0.0
28312,O,2018 q3,6010,0.4403017172284608,Kevin Brown,0.3595261361759859,male,"Morningstar, Inc.","('O', '2018 q3')",0.0
28313,SPG,2018 q3,6010,0.8405331924086131,Kevin Brown,0.7435531748392599,male,"Morningstar, Inc.","('SPG', '2018 q3')",0.0
28314,WELL,2018 q3,6010,0.4563638962635754,Kevin Brown,0.3414214629430898,male,"Morningstar, Inc.","('WELL', '2018 q3')",0.0
28315,AIV,2018 q3,6010,0.27661215964977,"Mr. Omotayo Okusanya, CFA",0.1258825185303491,male,Jefferies,"('AIV', '2018 q3')",0.0
28316,AVB,2018 q3,6010,0.5259302821435361,"Mr. Omotayo Okusanya, CFA",0.3003821235468293,male,Jefferies,"('AVB', '2018 q3')",0.0
28317,EQR,2018 q3,6010,0.5373645505015662,"Mr. Omotayo Okusanya, CFA",0.2924947054880008,male,Jefferies,"('EQR', '2018 q3')",0.0
28318,EXR,2018 q3,6010,0.564051494843016,"Mr. Omotayo Okusanya, CFA",0.5300091132459204,male,Jefferies,"('EXR', '2018 q3')",0.0
28319,FRT,2018 q3,6010,0.5487170533494666,"Mr. Omotayo Okusanya, CFA",0.2466377672764183,male,Jefferies,"('FRT', '2018 q3')",0.0
28320,MAA,2018 q3,6010,0.4873008691151937,"Mr. Omotayo Okusanya, CFA",0.4665848924636037,male,Jefferies,"('MAA', '2018 q3')",0.0
28321,VTR,2018 q3,6010,0.4446143954001859,"Mr. Omotayo Okusanya, CFA",0.4000898234293261,male,Jefferies,"('VTR', '2018 q3')",0.0
28322,WELL,2018 q3,6010,0.4563638962635754,"Mr. Omotayo Okusanya, CFA",0.4727456235464707,male,Jefferies,"('WELL', '2018 q3')",0.0
28323,AIV,2018 q3,6010,0.27661215964977,"Jeffrey J. Donnelly, CFA",0.2093833680293391,male,"Wells Fargo Securities, LLC","('AIV', '2018 q3')",0.0
28324,AVB,2018 q3,6010,0.5259302821435361,"Jeffrey J. Donnelly, CFA",0.1689039268518565,male,"Wells Fargo Securities, LLC","('AVB', '2018 q3')",0.0
28325,EQR,2018 q3,6010,0.5373645505015662,"Jeffrey J. Donnelly, CFA",0.2648362075476299,male,"Wells Fargo Securities, LLC","('EQR', '2018 q3')",0.0
28326,FRT,2018 q3,6010,0.5487170533494666,"Jeffrey J. Donnelly, CFA",0.215208279120228,male,"Wells Fargo Securities, LLC","('FRT', '2018 q3')",0.0
28327,HST,2018 q3,6010,0.6294797287052878,"Jeffrey J. Donnelly, CFA",0.2605453446263173,male,"Wells Fargo Securities, LLC","('HST', '2018 q3')",0.0
28328,KIM,2018 q3,6010,0.5148604139134841,"Jeffrey J. Donnelly, CFA",0.2731562692349971,male,"Wells Fargo Securities, LLC","('KIM', '2018 q3')",0.0
28329,REG,2018 q3,6010,0.5531801291728088,"Jeffrey J. Donnelly, CFA",0.2316044479324765,male,"Wells Fargo Securities, LLC","('REG', '2018 q3')",0.006932546384632587
28330,AIV,2018 q3,6010,0.27661215964977,"Mr. Kenneth M. Leon, CPA",0.331551848758049,male,CFRA Equity Research,"('AIV', '2018 q3')",0.0
28331,ARE,2018 q3,6010,0.4340419695543764,"Mr. Kenneth M. Leon, CPA",0.4281214919621271,male,CFRA Equity Research,"('ARE', '2018 q3')",0.01734559005126357
28332,AVB,2018 q3,6010,0.5259302821435361,"Mr. Kenneth M. Leon, CPA",0.3895079582290323,male,CFRA Equity Research,"('AVB', '2018 q3')",0.0
28333,EQR,2018 q3,6010,0.5373645505015662,"Mr. Kenneth M. Leon, CPA",0.3786757796219385,male,CFRA Equity Research,"('EQR', '2018 q3')",0.0
28334,HST,2018 q3,6010,0.6294797287052878,"Mr. Kenneth M. Leon, CPA",0.5399930023427298,male,CFRA Equity Research,"('HST', '2018 q3')",0.0
28335,MAA,2018 q3,6010,0.4873008691151937,"Mr. Kenneth M. Leon, CPA",0.5157538194606016,male,CFRA Equity Research,"('MAA', '2018 q3')",0.0
28336,PEAK,2018 q3,6010,0.3139766117261896,"Mr. Kenneth M. Leon, CPA",0.3507594631768416,male,CFRA Equity Research,"('PEAK', '2018 q3')",0.0
28337,SLG,2018 q3,6010,0.3471881677289338,"Mr. Kenneth M. Leon, CPA",0.3331243831977017,male,CFRA Equity Research,"('SLG', '2018 q3')",0.0
28338,UDR,2018 q3,6010,0.6997680056738251,"Mr. Kenneth M. Leon, CPA",0.5734245217543609,male,CFRA Equity Research,"('UDR', '2018 q3')",0.0
28339,VNO,2018 q3,6010,0.5706587655101274,"Mr. Kenneth M. Leon, CPA",0.4538984914607736,male,CFRA Equity Research,"('VNO', '2018 q3')",0.0
28340,VTR,2018 q3,6010,0.4446143954001859,"Mr. Kenneth M. Leon, CPA",0.4375832960220864,male,CFRA Equity Research,"('VTR', '2018 q3')",0.0
28341,WELL,2018 q3,6010,0.4563638962635754,"Mr. Kenneth M. Leon, CPA",0.3928360459155796,male,CFRA Equity Research,"('WELL', '2018 q3')",0.0
28342,AMT,2018 q3,6010,0.4291054657596587,Mr. Scott Goldman,0.1231050886463311,male,Jefferies,"('AMT', '2018 q3')",0.0
28343,EQIX,2018 q3,6010,0.490788495212876,Mr. Scott Goldman,0.1621023551328434,male,Jefferies,"('EQIX', '2018 q3')",0.0
28344,AMT,2018 q3,6010,0.4291054657596587,Robert Gutman,0.1214807094587527,male,Guggenheim Securities LLC,"('AMT', '2018 q3')",0.0
28345,EQIX,2018 q3,6010,0.490788495212876,Robert Gutman,0.1462630360580231,male,Guggenheim Securities LLC,"('EQIX', '2018 q3')",0.0
28346,SBAC,2018 q3,6010,0.5191220816283706,Robert Gutman,0.3032964942219286,male,Guggenheim Securities LLC,"('SBAC', '2018 q3')",0.0
28347,AMT,2018 q3,6010,0.4291054657596587,Colby A. Synesael,0.1741242379902899,male,Cowen and Company,"('AMT', '2018 q3')",0.017621641978621483
28348,DLR,2018 q3,6010,0.5430478808091488,Colby A. Synesael,0.3219858214757511,male,Cowen and Company,"('DLR', '2018 q3')",0.0
28349,EQIX,2018 q3,6010,0.490788495212876,Colby A. Synesael,0.2995829216766171,male,Cowen and Company,"('EQIX', '2018 q3')",0.0
28350,SBAC,2018 q3,6010,0.5191220816283706,Colby A. Synesael,0.3457961187516367,male,Cowen and Company,"('SBAC', '2018 q3')",0.0
28351,AMT,2018 q3,6010,0.4291054657596587,Greg P Miller,0.081985391357761,male,SunTrust Robinson Humphrey Capital Markets,"('AMT', '2018 q3')",0.018879348412156105
28352,DLR,2018 q3,6010,0.5430478808091488,Greg P Miller,0.6545482604897591,male,SunTrust Robinson Humphrey Capital Markets,"('DLR', '2018 q3')",0.03333333507180214
28353,EQIX,2018 q3,6010,0.490788495212876,Greg P Miller,0.1750845984956007,male,SunTrust Robinson Humphrey Capital Markets,"('EQIX', '2018 q3')",0.0
28354,SBAC,2018 q3,6010,0.5191220816283706,Greg P Miller,0.1638080882795728,male,SunTrust Robinson Humphrey Capital Markets,"('SBAC', '2018 q3')",0.01808248646557331
28355,AMT,2018 q3,6010,0.4291054657596587,Mr. Matthew Dolgin,0.4408865250091439,male,"Morningstar, Inc.","('AMT', '2018 q3')",0.0
28356,DLR,2018 q3,6010,0.5430478808091488,Mr. Matthew Dolgin,0.6114967993659738,male,"Morningstar, Inc.","('DLR', '2018 q3')",0.0
28357,EQIX,2018 q3,6010,0.490788495212876,Mr. Matthew Dolgin,0.5131703246278703,male,"Morningstar, Inc.","('EQIX', '2018 q3')",0.0
28358,AMT,2018 q3,6010,0.4291054657596587,"Timothy K. Horan, CFA",0.0768106980825679,male,"Oppenheimer & Co., Inc.","('AMT', '2018 q3')",0.0
28359,EQIX,2018 q3,6010,0.490788495212876,"Timothy K. Horan, CFA",0.1801317317635363,male,"Oppenheimer & Co., Inc.","('EQIX', '2018 q3')",0.0
28360,AMT,2018 q3,6010,0.4291054657596587,Mr. Matthew Niknam,0.6990479598075117,male,Deutsche Bank,"('AMT', '2018 q3')",0.0
28361,SBAC,2018 q3,6010,0.5191220816283706,Mr. Matthew Niknam,0.9316816215967836,male,Deutsche Bank,"('SBAC', '2018 q3')",0.0
28362,AMT,2018 q3,6010,0.4291054657596587,Simon W. Flannery,0.7016813693445013,male,Morgan Stanley,"('AMT', '2018 q3')",0.01666666753590107
28363,AMT,2018 q3,6010,0.4291054657596587,Mr. Amir Rozwadowski,0.1571942013560385,male,Barclays,"('AMT', '2018 q3')",0.0
28364,SBAC,2018 q3,6010,0.5191220816283706,Mr. Amir Rozwadowski,0.1678906292888068,male,Barclays,"('SBAC', '2018 q3')",0.0
28365,AMT,2018 q3,6010,0.4291054657596587,Ms. Jennifer M. Fritzsche,0.1240871751193845,female,"Wells Fargo Securities, LLC","('AMT', '2018 q3')",0.0
28366,DLR,2018 q3,6010,0.5430478808091488,Ms. Jennifer M. Fritzsche,0.2762980787723017,female,"Wells Fargo Securities, LLC","('DLR', '2018 q3')",0.0
28367,AMT,2018 q3,6010,0.4291054657596587,"David W. Barden, Jr",0.2591520648604207,male,BofA Global Research,"('AMT', '2018 q3')",0.0
28368,SBAC,2018 q3,6010,0.5191220816283706,"David W. Barden, Jr",0.3794354595114463,male,BofA Global Research,"('SBAC', '2018 q3')",0.0
28369,AMT,2018 q3,6010,0.4291054657596587,Mr. Keith Snyder,0.6048025721628576,male,CFRA Equity Research,"('AMT', '2018 q3')",0.0
28370,DLR,2018 q3,6010,0.5430478808091488,Mr. Keith Snyder,0.5409541427091504,male,CFRA Equity Research,"('DLR', '2018 q3')",0.0
28371,EQIX,2018 q3,6010,0.490788495212876,Mr. Keith Snyder,0.7342166246497144,male,CFRA Equity Research,"('EQIX', '2018 q3')",0.0
28372,SBAC,2018 q3,6010,0.5191220816283706,Mr. Keith Snyder,0.7096217169437161,male,CFRA Equity Research,"('SBAC', '2018 q3')",0.0
28373,AMT,2018 q3,6010,0.4291054657596587,Jonathan Atkin,0.1597939040771681,male,RBC Capital Markets,"('AMT', '2018 q3')",0.0
28374,CCI,2018 q3,6010,0.0,Jonathan Atkin,,male,RBC Capital Markets,"('CCI', '2018 q3')",0.0
28375,DLR,2018 q3,6010,0.5430478808091488,Jonathan Atkin,0.2066633170617666,male,RBC Capital Markets,"('DLR', '2018 q3')",0.0
28376,EQIX,2018 q3,6010,0.490788495212876,Jonathan Atkin,0.1881061626702616,male,RBC Capital Markets,"('EQIX', '2018 q3')",0.01323050819337368
28377,SBAC,2018 q3,6010,0.5191220816283706,Jonathan Atkin,0.1625893902393672,male,RBC Capital Markets,"('SBAC', '2018 q3')",0.0
28378,ARE,2018 q3,6010,0.4340419695543764,Sheila K. McGrath,0.2409391451052168,female,EVERCORE ISI,"('ARE', '2018 q3')",0.0
28379,ARE,2018 q3,6010,0.4340419695543764,"Michael W. Carroll, CFA",0.2518784745833248,male,RBC Capital Markets,"('ARE', '2018 q3')",0.051582902669906616
28380,PEAK,2018 q3,6010,0.3139766117261896,"Michael W. Carroll, CFA",0.2538635281953136,male,RBC Capital Markets,"('PEAK', '2018 q3')",0.0
28381,PLD,2018 q3,6010,0.5914575719451733,"Michael W. Carroll, CFA",0.1994140951984816,male,RBC Capital Markets,"('PLD', '2018 q3')",0.0
28382,VTR,2018 q3,6010,0.4446143954001859,"Michael W. Carroll, CFA",0.2096075153375205,male,RBC Capital Markets,"('VTR', '2018 q3')",0.0
28383,WELL,2018 q3,6010,0.4563638962635754,"Michael W. Carroll, CFA",0.177959380398446,male,RBC Capital Markets,"('WELL', '2018 q3')",0.0
28384,AVB,2018 q3,6010,0.5259302821435361,SADIF Research,0.9798687531475512,Not a person,Sadif Analytics Prime,"('AVB', '2018 q3')",0.9772184491157532
28385,EQR,2018 q3,6010,0.5373645505015662,SADIF Research,0.9423646139579648,Not a person,Sadif Analytics Prime,"('EQR', '2018 q3')",0.9167661666870117
28386,HST,2018 q3,6010,0.6294797287052878,SADIF Research,0.9258245267642864,Not a person,Sadif Analytics Prime,"('HST', '2018 q3')",0.87028968334198
28387,PSA,2018 q3,6010,0.7992223255761555,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PSA', '2018 q3')",0.9797566533088684
28388,REG,2018 q3,6010,0.5531801291728088,SADIF Research,0.9309941509884864,Not a person,Sadif Analytics Prime,"('REG', '2018 q3')",0.9080960750579834
28389,SPG,2018 q3,6010,0.8405331924086131,SADIF Research,0.971109983089665,Not a person,Sadif Analytics Prime,"('SPG', '2018 q3')",0.9316993951797485
28390,UDR,2018 q3,6010,0.6997680056738251,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('UDR', '2018 q3')",0.9782266020774841
28391,VNO,2018 q3,6010,0.5706587655101274,SADIF Research,0.9612561424938072,Not a person,Sadif Analytics Prime,"('VNO', '2018 q3')",0.9407461881637573
28392,VTR,2018 q3,6010,0.4446143954001859,SADIF Research,0.991412403235672,Not a person,Sadif Analytics Prime,"('VTR', '2018 q3')",0.9470196962356567
28393,WELL,2018 q3,6010,0.4563638962635754,SADIF Research,0.9937284429440638,Not a person,Sadif Analytics Prime,"('WELL', '2018 q3')",0.9644718170166016
28394,AVB,2018 q3,6010,0.5259302821435361,Mr. Alexander D. Goldfarb,0.3477852539492952,male,Sandler O'Neill & Partners,"('AVB', '2018 q3')",0.0
28395,EQR,2018 q3,6010,0.5373645505015662,Mr. Alexander D. Goldfarb,0.2797534045179227,male,Sandler O'Neill & Partners,"('EQR', '2018 q3')",0.0
28396,FRT,2018 q3,6010,0.5487170533494666,Mr. Alexander D. Goldfarb,0.4484634206753088,male,Sandler O'Neill & Partners,"('FRT', '2018 q3')",0.01557251252233982
28397,KIM,2018 q3,6010,0.5148604139134841,Mr. Alexander D. Goldfarb,0.3438421672339678,male,Sandler O'Neill & Partners,"('KIM', '2018 q3')",0.0
28398,SLG,2018 q3,6010,0.3471881677289338,Mr. Alexander D. Goldfarb,0.1867598615499266,male,Sandler O'Neill & Partners,"('SLG', '2018 q3')",0.0
28399,UDR,2018 q3,6010,0.6997680056738251,Mr. Alexander D. Goldfarb,0.5310279115968172,male,Sandler O'Neill & Partners,"('UDR', '2018 q3')",0.0
28400,AVB,2018 q3,6010,0.5259302821435361,Mr. Steve Sakwa,0.2171041957289765,male,EVERCORE ISI,"('AVB', '2018 q3')",0.0
28401,EQR,2018 q3,6010,0.5373645505015662,Mr. Steve Sakwa,0.2073511986287013,male,EVERCORE ISI,"('EQR', '2018 q3')",0.0
28402,EXR,2018 q3,6010,0.564051494843016,Mr. Steve Sakwa,0.3420624102582901,male,EVERCORE ISI,"('EXR', '2018 q3')",0.0
28403,FRT,2018 q3,6010,0.5487170533494666,Mr. Steve Sakwa,0.2411856234047152,male,EVERCORE ISI,"('FRT', '2018 q3')",0.0
28404,HST,2018 q3,6010,0.6294797287052878,Mr. Steve Sakwa,0.8112539766283691,male,EVERCORE ISI,"('HST', '2018 q3')",0.0
28405,PEAK,2018 q3,6010,0.3139766117261896,Mr. Steve Sakwa,0.2937627001890845,male,EVERCORE ISI,"('PEAK', '2018 q3')",0.0
28406,PLD,2018 q3,6010,0.5914575719451733,Mr. Steve Sakwa,0.3070540530902458,male,EVERCORE ISI,"('PLD', '2018 q3')",0.0
28407,PSA,2018 q3,6010,0.7992223255761555,Mr. Steve Sakwa,0.6279498251101019,male,EVERCORE ISI,"('PSA', '2018 q3')",0.0
28408,SLG,2018 q3,6010,0.3471881677289338,Mr. Steve Sakwa,0.1645289699079461,male,EVERCORE ISI,"('SLG', '2018 q3')",0.0
28409,VNO,2018 q3,6010,0.5706587655101274,Mr. Steve Sakwa,0.2857877350347461,male,EVERCORE ISI,"('VNO', '2018 q3')",0.0
28410,VTR,2018 q3,6010,0.4446143954001859,Mr. Steve Sakwa,0.1439567085553627,male,EVERCORE ISI,"('VTR', '2018 q3')",0.0
28411,AVB,2018 q3,6010,0.5259302821435361,Jeffrey Spector,0.5091150954341906,male,BofA Global Research,"('AVB', '2018 q3')",0.017571356147527695
28412,FRT,2018 q3,6010,0.5487170533494666,Jeffrey Spector,0.6671331727391718,male,BofA Global Research,"('FRT', '2018 q3')",0.0
28413,VTR,2018 q3,6010,0.4446143954001859,Jeffrey Spector,0.2536278701629683,male,BofA Global Research,"('VTR', '2018 q3')",0.0
28414,AVB,2018 q3,6010,0.5259302821435361,"Mr. Michael R. Lewis, CFA",0.1621695389472484,male,SunTrust Robinson Humphrey Capital Markets,"('AVB', '2018 q3')",0.0
28415,MAA,2018 q3,6010,0.4873008691151937,"Mr. Michael R. Lewis, CFA",0.4838906639818764,male,SunTrust Robinson Humphrey Capital Markets,"('MAA', '2018 q3')",0.0
28416,SLG,2018 q3,6010,0.3471881677289338,"Mr. Michael R. Lewis, CFA",0.1323978278276182,male,SunTrust Robinson Humphrey Capital Markets,"('SLG', '2018 q3')",0.015586649999022484
28417,VNO,2018 q3,6010,0.5706587655101274,"Mr. Michael R. Lewis, CFA",0.26236552027404,male,SunTrust Robinson Humphrey Capital Markets,"('VNO', '2018 q3')",0.0
28418,AVB,2018 q3,6010,0.5259302821435361,Mr. Robert C. Stevenson,0.1574613076618922,male,Janney Montgomery Scott LLC,"('AVB', '2018 q3')",0.0
28419,MAA,2018 q3,6010,0.4873008691151937,Mr. Robert C. Stevenson,0.2810353515885767,male,Janney Montgomery Scott LLC,"('MAA', '2018 q3')",0.0
28420,O,2018 q3,6010,0.4403017172284608,Mr. Robert C. Stevenson,0.2745659628193497,male,Janney Montgomery Scott LLC,"('O', '2018 q3')",0.10427328944206238
28421,DLR,2018 q3,6010,0.5430478808091488,Mr. Jonathan Petersen,0.2644837394667615,male,Jefferies,"('DLR', '2018 q3')",0.0
28422,PLD,2018 q3,6010,0.5914575719451733,Mr. Jonathan Petersen,0.3684846333047984,male,Jefferies,"('PLD', '2018 q3')",0.0
28423,SLG,2018 q3,6010,0.3471881677289338,Mr. Jonathan Petersen,0.1162390066679245,male,Jefferies,"('SLG', '2018 q3')",0.04792437702417374
28424,DLR,2018 q3,6010,0.5430478808091488,Sami Badri,0.3177313196846625,male,Credit Suisse,"('DLR', '2018 q3')",0.0
28425,DRE,2018 q3,6010,0.0,Chris Kuiper,,male,CFRA Equity Research,"('DRE', '2018 q3')",0.0
28426,EXR,2018 q3,6010,0.564051494843016,Chris Kuiper,0.6205840315349508,male,CFRA Equity Research,"('EXR', '2018 q3')",0.0
28427,FRT,2018 q3,6010,0.5487170533494666,Chris Kuiper,0.509398427472189,male,CFRA Equity Research,"('FRT', '2018 q3')",0.0
28428,IRM,2018 q3,6010,0.6754773253655783,Chris Kuiper,0.7795505821795323,male,CFRA Equity Research,"('IRM', '2018 q3')",0.0
28429,KIM,2018 q3,6010,0.5148604139134841,Chris Kuiper,0.5093676472263474,male,CFRA Equity Research,"('KIM', '2018 q3')",0.0
28430,O,2018 q3,6010,0.4403017172284608,Chris Kuiper,0.5562150442559369,male,CFRA Equity Research,"('O', '2018 q3')",0.0
28431,PLD,2018 q3,6010,0.5914575719451733,Chris Kuiper,0.4131538699381682,male,CFRA Equity Research,"('PLD', '2018 q3')",0.0
28432,PSA,2018 q3,6010,0.7992223255761555,Chris Kuiper,0.7309609950695816,male,CFRA Equity Research,"('PSA', '2018 q3')",0.0
28433,REG,2018 q3,6010,0.5531801291728088,Chris Kuiper,0.5161047505063905,male,CFRA Equity Research,"('REG', '2018 q3')",0.0
28434,SPG,2018 q3,6010,0.8405331924086131,Chris Kuiper,0.7457960668075817,male,CFRA Equity Research,"('SPG', '2018 q3')",0.0
28435,WY,2018 q3,6010,0.7792581788878837,Chris Kuiper,0.7792581788878837,male,CFRA Equity Research,"('WY', '2018 q3')",0.0
28436,EQIX,2018 q3,6010,0.490788495212876,"Mr. Neil K. Macker, CFA",0.7414504471948302,male,"Morningstar, Inc.","('EQIX', '2018 q3')",0.0
28437,EQIX,2018 q3,6010,0.490788495212876,"Jim D. Breen, Jr",0.161494838602482,male,William Blair & Company,"('EQIX', '2018 q3')",0.0
28438,EQIX,2018 q3,6010,0.490788495212876,Mr. Stephen D. Bersey,0.1134257321927762,male,MUFG Securities Americas Inc.,"('EQIX', '2018 q3')",0.0
28439,EQIX,2018 q3,6010,0.490788495212876,Mr. Josep Bori,0.5190313570041365,male,Berenberg,"('EQIX', '2018 q3')",0.0
28440,EQIX,2018 q3,6010,0.490788495212876,Michael J. Funk,0.4441693447038168,male,BofA Global Research,"('EQIX', '2018 q3')",0.015530095435678959
28441,EQR,2018 q3,6010,0.5373645505015662,"Mr. Wes K. Golladay, CFA",0.1863415893990803,male,RBC Capital Markets,"('EQR', '2018 q3')",0.0
28442,ESS,2018 q3,6010,0.0228591975631816,"Mr. Wes K. Golladay, CFA",0.0228591975631816,male,RBC Capital Markets,"('ESS', '2018 q3')",0.0
28443,EXR,2018 q3,6010,0.564051494843016,"Mr. Wes K. Golladay, CFA",0.2331728094002392,male,RBC Capital Markets,"('EXR', '2018 q3')",0.0
28444,HST,2018 q3,6010,0.6294797287052878,"Mr. Wes K. Golladay, CFA",0.1888252866105398,male,RBC Capital Markets,"('HST', '2018 q3')",0.014278477523475885
28445,O,2018 q3,6010,0.4403017172284608,"Mr. Wes K. Golladay, CFA",0.2107448186467962,male,RBC Capital Markets,"('O', '2018 q3')",0.015686282888054848
28446,REG,2018 q3,6010,0.5531801291728088,"Mr. Wes K. Golladay, CFA",0.2460355511973348,male,RBC Capital Markets,"('REG', '2018 q3')",0.0
28447,UDR,2018 q3,6010,0.6997680056738251,"Mr. Wes K. Golladay, CFA",0.476634626469486,male,RBC Capital Markets,"('UDR', '2018 q3')",0.0
28448,EQR,2018 q3,6010,0.5373645505015662,Juan Sanabria,0.7388945994506411,male,BofA Global Research,"('EQR', '2018 q3')",0.03333333507180214
28449,ESS,2018 q3,6010,0.0228591975631816,Mr. James W. Sullivan,0.0228591975631816,male,BTIG,"('ESS', '2018 q3')",0.0
28450,HST,2018 q3,6010,0.6294797287052878,Mr. James W. Sullivan,0.1802330075972845,male,BTIG,"('HST', '2018 q3')",0.0
28451,EXR,2018 q3,6010,0.564051494843016,Mr. Ronald Kamdem,0.7083614129024609,male,Morgan Stanley,"('EXR', '2018 q3')",0.0
28452,EXR,2018 q3,6010,0.564051494843016,"Mr. Ki Bin Kim, CFA",0.2791832819704895,male,SunTrust Robinson Humphrey Capital Markets,"('EXR', '2018 q3')",0.0
28453,PLD,2018 q3,6010,0.5914575719451733,"Mr. Ki Bin Kim, CFA",0.2184659813243789,male,SunTrust Robinson Humphrey Capital Markets,"('PLD', '2018 q3')",0.0
28454,EXR,2018 q3,6010,0.564051494843016,"Mr. Michael Wong, CFA",0.4763187068854909,male,"Morningstar, Inc.","('EXR', '2018 q3')",0.0
28455,PLD,2018 q3,6010,0.5914575719451733,"Mr. Michael Wong, CFA",0.4888107204385349,male,"Morningstar, Inc.","('PLD', '2018 q3')",0.0
28456,SLG,2018 q3,6010,0.3471881677289338,"Mr. Michael Wong, CFA",0.3392623442206263,male,"Morningstar, Inc.","('SLG', '2018 q3')",0.0
28457,VNO,2018 q3,6010,0.5706587655101274,"Mr. Michael Wong, CFA",0.4274243069083602,male,"Morningstar, Inc.","('VNO', '2018 q3')",0.0
28458,HST,2018 q3,6010,0.6294797287052878,David Katz,0.4328737958986876,male,Jefferies,"('HST', '2018 q3')",0.0
28459,HST,2018 q3,6010,0.6294797287052878,Jared Shojaian,0.2928490126336723,male,Wolfe Research,"('HST', '2018 q3')",0.027144886553287506
28460,HST,2018 q3,6010,0.6294797287052878,Thomas G. Allen,0.3213683970473924,male,Morgan Stanley,"('HST', '2018 q3')",0.0
28461,HST,2018 q3,6010,0.6294797287052878,"Ms. Rachael S. Rothman, CFA",0.6914568238018663,female,Susquehanna Financial Group LLLP,"('HST', '2018 q3')",0.0
28462,HST,2018 q3,6010,0.6294797287052878,"Mr. Rich A. Hightower, Jr",0.165398225736753,male,EVERCORE ISI,"('HST', '2018 q3')",0.0
28463,HST,2018 q3,6010,0.6294797287052878,Brad Schwer,0.6924263562978262,male,"Morningstar, Inc.","('HST', '2018 q3')",0.0
28464,O,2018 q3,6010,0.4403017172284608,Brad Schwer,0.3713716522261145,male,"Morningstar, Inc.","('O', '2018 q3')",0.0
28465,PLD,2018 q3,6010,0.5914575719451733,Brad Schwer,0.5443528691265087,male,"Morningstar, Inc.","('PLD', '2018 q3')",0.0
28466,IRM,2018 q3,6010,0.6754773253655783,Eric Compton,0.8585801802828679,male,"Morningstar, Inc.","('IRM', '2018 q3')",0.0
28467,IRM,2018 q3,6010,0.6754773253655783,Karin A. Ford,0.47215726438278,female,MUFG Securities Americas Inc.,"('IRM', '2018 q3')",0.0
28468,VTR,2018 q3,6010,0.4446143954001859,Karin A. Ford,0.1536061991628395,female,MUFG Securities Americas Inc.,"('VTR', '2018 q3')",0.0
28469,WELL,2018 q3,6010,0.4563638962635754,Karin A. Ford,0.1532751727912785,female,MUFG Securities Americas Inc.,"('WELL', '2018 q3')",0.0
28470,IRM,2018 q3,6010,0.6754773253655783,Kevin D. McVeigh,0.5067896439624924,male,Credit Suisse,"('IRM', '2018 q3')",0.0
28471,O,2018 q3,6010,0.4403017172284608,Mr. Todd J. Stender,0.2138494682302722,male,"Wells Fargo Securities, LLC","('O', '2018 q3')",0.0
28472,O,2018 q3,6010,0.4403017172284608,Mr. Michael P. Gorman,0.4031162096786553,male,BTIG,"('O', '2018 q3')",0.0
28473,PEAK,2018 q3,6010,0.3139766117261896,"Joseph D. France, CFA",0.2019595743272678,male,Cantor Fitzgerald,"('PEAK', '2018 q3')",0.0
28474,VTR,2018 q3,6010,0.4446143954001859,"Joseph D. France, CFA",0.1523365544582127,male,Cantor Fitzgerald,"('VTR', '2018 q3')",0.0
28475,PLD,2018 q3,6010,0.5914575719451733,Mr. Thomas Catherwood,0.2357422635647747,male,BTIG,"('PLD', '2018 q3')",0.0
28476,PLD,2018 q3,6010,0.5914575719451733,S&P pool,0.4538993858069669,Not a person,CFRA Equity Research,"('PLD', '2018 q3')",0.0
28477,PLD,2018 q3,6010,0.5914575719451733,"Vin Chao, CFA",0.7782430764464092,male,Deutsche Bank,"('PLD', '2018 q3')",0.0
28478,PLD,2018 q3,6010,0.5914575719451733,Mr. Derek Johnston,0.831618326391076,male,Deutsche Bank,"('PLD', '2018 q3')",0.0
28479,REG,2018 q3,6010,0.5531801291728088,Mr. Samir Khanal,0.2457118164575667,male,EVERCORE ISI,"('REG', '2018 q3')",0.0
28480,SLG,2018 q3,6010,0.3471881677289338,Mitch B. Germain,0.3430740334215895,male,JMP Securities,"('SLG', '2018 q3')",0.0
28481,VNO,2018 q3,6010,0.5706587655101274,Mr. James Feldman,0.4456069035046387,male,BofA Global Research,"('VNO', '2018 q3')",0.014274765737354755
28482,VTR,2018 q3,6010,0.4446143954001859,Mr. Eric Fleming,0.1326652625496962,male,SunTrust Robinson Humphrey Capital Markets,"('VTR', '2018 q3')",0.0
28483,WELL,2018 q3,6010,0.4563638962635754,Mr. Eric Fleming,0.1621248783574407,male,SunTrust Robinson Humphrey Capital Markets,"('WELL', '2018 q3')",0.014122302643954754
28484,WELL,2018 q3,6010,0.4563638962635754,"Dana R. Hambly, CFA",0.1332906307230076,female,Stephens Inc.,"('WELL', '2018 q3')",0.0
28485,WELL,2018 q3,6010,0.4563638962635754,Mr. Steve Valiquette,0.1401968802196791,male,Barclays,"('WELL', '2018 q3')",0.0
28486,WY,2018 q3,6010,0.7792581788878837,Charles Gross,0.7792581788878837,male,"Morningstar, Inc.","('WY', '2018 q3')",0.0
28487,AIV,2018 q4,6010,0.3429721684061871,"Mr. Kenneth M. Leon, CPA",0.3549615968514487,male,CFRA Equity Research,"('AIV', '2018 q4')",0.0
28488,ARE,2018 q4,6010,0.2340557891659129,"Mr. Kenneth M. Leon, CPA",0.347308697751407,male,CFRA Equity Research,"('ARE', '2018 q4')",0.02304720226675272
28489,AVB,2018 q4,6010,0.3886442236385273,"Mr. Kenneth M. Leon, CPA",0.3154150744383974,male,CFRA Equity Research,"('AVB', '2018 q4')",0.0
28490,EQR,2018 q4,6010,0.4188676682349567,"Mr. Kenneth M. Leon, CPA",0.3130458060215306,male,CFRA Equity Research,"('EQR', '2018 q4')",0.0
28491,HST,2018 q4,6010,0.4627230482584443,"Mr. Kenneth M. Leon, CPA",0.3932496992799739,male,CFRA Equity Research,"('HST', '2018 q4')",0.0
28492,MAA,2018 q4,6010,0.6364011087987478,"Mr. Kenneth M. Leon, CPA",0.5277470590080136,male,CFRA Equity Research,"('MAA', '2018 q4')",0.0
28493,PEAK,2018 q4,6010,0.2636715586464573,"Mr. Kenneth M. Leon, CPA",0.3384585301951717,male,CFRA Equity Research,"('PEAK', '2018 q4')",0.0
28494,SLG,2018 q4,6010,0.543706052452775,"Mr. Kenneth M. Leon, CPA",0.3737506669064058,male,CFRA Equity Research,"('SLG', '2018 q4')",0.0
28495,UDR,2018 q4,6010,0.3376239595263102,"Mr. Kenneth M. Leon, CPA",0.4095358826261479,male,CFRA Equity Research,"('UDR', '2018 q4')",0.0
28496,VNO,2018 q4,6010,0.6277345858006607,"Mr. Kenneth M. Leon, CPA",0.504824142000332,male,CFRA Equity Research,"('VNO', '2018 q4')",0.0
28497,VTR,2018 q4,6010,0.4439166728897262,"Mr. Kenneth M. Leon, CPA",0.3947675127603148,male,CFRA Equity Research,"('VTR', '2018 q4')",0.0
28498,WELL,2018 q4,6010,0.3565361622399347,"Mr. Kenneth M. Leon, CPA",0.3342142067549834,male,CFRA Equity Research,"('WELL', '2018 q4')",0.0
28499,AIV,2018 q4,6010,0.3429721684061871,"Mr. Omotayo Okusanya, CFA",0.164826983704197,male,Jefferies,"('AIV', '2018 q4')",0.0
28500,AVB,2018 q4,6010,0.3886442236385273,"Mr. Omotayo Okusanya, CFA",0.2198913003318631,male,Jefferies,"('AVB', '2018 q4')",0.0
28501,EQR,2018 q4,6010,0.4188676682349567,"Mr. Omotayo Okusanya, CFA",0.2622342903587138,male,Jefferies,"('EQR', '2018 q4')",0.0
28502,FRT,2018 q4,6010,0.5481514874008222,"Mr. Omotayo Okusanya, CFA",0.3731106280229177,male,Jefferies,"('FRT', '2018 q4')",0.0
28503,PSA,2018 q4,6010,0.7443421392642215,"Mr. Omotayo Okusanya, CFA",0.5047934551978328,male,Jefferies,"('PSA', '2018 q4')",0.059978242963552475
28504,REG,2018 q4,6010,0.4409641995515558,"Mr. Omotayo Okusanya, CFA",0.3156092045934532,male,Jefferies,"('REG', '2018 q4')",0.0
28505,VTR,2018 q4,6010,0.4439166728897262,"Mr. Omotayo Okusanya, CFA",0.332517141506311,male,Jefferies,"('VTR', '2018 q4')",0.0
28506,WELL,2018 q4,6010,0.3565361622399347,"Mr. Omotayo Okusanya, CFA",0.2979055038245223,male,Jefferies,"('WELL', '2018 q4')",0.0
28507,AIV,2018 q4,6010,0.3429721684061871,"Jeffrey J. Donnelly, CFA",0.1511241431658118,male,"Wells Fargo Securities, LLC","('AIV', '2018 q4')",0.0
28508,AVB,2018 q4,6010,0.3886442236385273,"Jeffrey J. Donnelly, CFA",0.1094961894018225,male,"Wells Fargo Securities, LLC","('AVB', '2018 q4')",0.0
28509,EQR,2018 q4,6010,0.4188676682349567,"Jeffrey J. Donnelly, CFA",0.191763172281713,male,"Wells Fargo Securities, LLC","('EQR', '2018 q4')",0.0
28510,ESS,2018 q4,6010,0.2597461967945115,"Jeffrey J. Donnelly, CFA",0.1593295000289647,male,"Wells Fargo Securities, LLC","('ESS', '2018 q4')",0.0
28511,FRT,2018 q4,6010,0.5481514874008222,"Jeffrey J. Donnelly, CFA",0.2011747597497766,male,"Wells Fargo Securities, LLC","('FRT', '2018 q4')",0.0
28512,HST,2018 q4,6010,0.4627230482584443,"Jeffrey J. Donnelly, CFA",0.2552138010946418,male,"Wells Fargo Securities, LLC","('HST', '2018 q4')",0.0
28513,REG,2018 q4,6010,0.4409641995515558,"Jeffrey J. Donnelly, CFA",0.2135894106375305,male,"Wells Fargo Securities, LLC","('REG', '2018 q4')",0.0
28514,UDR,2018 q4,6010,0.3376239595263102,"Jeffrey J. Donnelly, CFA",0.1292659883052885,male,"Wells Fargo Securities, LLC","('UDR', '2018 q4')",0.0
28515,AIV,2018 q4,6010,0.3429721684061871,Mr. Ross L. Smotrich,0.3988176143826629,male,Barclays,"('AIV', '2018 q4')",0.0
28516,ARE,2018 q4,6010,0.2340557891659129,Mr. Ross L. Smotrich,0.2884116014430943,male,Barclays,"('ARE', '2018 q4')",0.019101912155747414
28517,AVB,2018 q4,6010,0.3886442236385273,Mr. Ross L. Smotrich,0.3691613754298545,male,Barclays,"('AVB', '2018 q4')",0.0
28518,EQR,2018 q4,6010,0.4188676682349567,Mr. Ross L. Smotrich,0.2492031663463256,male,Barclays,"('EQR', '2018 q4')",0.0
28519,ESS,2018 q4,6010,0.2597461967945115,Mr. Ross L. Smotrich,0.4249091586806455,male,Barclays,"('ESS', '2018 q4')",0.0
28520,IRM,2018 q4,6010,0.6367746732182543,Mr. Ross L. Smotrich,0.4512356194443906,male,Barclays,"('IRM', '2018 q4')",0.0
28521,KIM,2018 q4,6010,0.5637034711171013,Mr. Ross L. Smotrich,0.2931500517962405,male,Barclays,"('KIM', '2018 q4')",0.007568579167127609
28522,MAA,2018 q4,6010,0.6364011087987478,Mr. Ross L. Smotrich,0.5152880802109442,male,Barclays,"('MAA', '2018 q4')",0.0
28523,PLD,2018 q4,6010,0.63781196135068,Mr. Ross L. Smotrich,0.5033189558500426,male,Barclays,"('PLD', '2018 q4')",0.0
28524,SLG,2018 q4,6010,0.543706052452775,Mr. Ross L. Smotrich,0.1863779655651417,male,Barclays,"('SLG', '2018 q4')",0.006380237173289061
28525,UDR,2018 q4,6010,0.3376239595263102,Mr. Ross L. Smotrich,0.447037738415826,male,Barclays,"('UDR', '2018 q4')",0.0
28526,VNO,2018 q4,6010,0.6277345858006607,Mr. Ross L. Smotrich,0.6159525790017785,male,Barclays,"('VNO', '2018 q4')",0.0
28527,AIV,2018 q4,6010,0.3429721684061871,"Mr. Michael R. Lewis, CFA",0.1337818009689451,male,SunTrust Robinson Humphrey Capital Markets,"('AIV', '2018 q4')",0.0
28528,EQR,2018 q4,6010,0.4188676682349567,"Mr. Michael R. Lewis, CFA",0.1149265316134341,male,SunTrust Robinson Humphrey Capital Markets,"('EQR', '2018 q4')",0.0
28529,SLG,2018 q4,6010,0.543706052452775,"Mr. Michael R. Lewis, CFA",0.1560851340622959,male,SunTrust Robinson Humphrey Capital Markets,"('SLG', '2018 q4')",0.01676613697782159
28530,AIV,2018 q4,6010,0.3429721684061871,Kevin Brown,0.3540053087344352,male,"Morningstar, Inc.","('AIV', '2018 q4')",0.0078628771007061
28531,AVB,2018 q4,6010,0.3886442236385273,Kevin Brown,0.3362181456892058,male,"Morningstar, Inc.","('AVB', '2018 q4')",0.0
28532,EQR,2018 q4,6010,0.4188676682349567,Kevin Brown,0.3142678110810794,male,"Morningstar, Inc.","('EQR', '2018 q4')",0.0
28533,FRT,2018 q4,6010,0.5481514874008222,Kevin Brown,0.4482748648114515,male,"Morningstar, Inc.","('FRT', '2018 q4')",0.0
28534,HST,2018 q4,6010,0.4627230482584443,Kevin Brown,0.4447094234528826,male,"Morningstar, Inc.","('HST', '2018 q4')",0.0
28535,KIM,2018 q4,6010,0.5637034711171013,Kevin Brown,0.423643905221749,male,"Morningstar, Inc.","('KIM', '2018 q4')",0.0
28536,O,2018 q4,6010,0.6337921865320695,Kevin Brown,0.8777017705434925,male,"Morningstar, Inc.","('O', '2018 q4')",0.0
28537,PEAK,2018 q4,6010,0.2636715586464573,Kevin Brown,0.3021915658600446,male,"Morningstar, Inc.","('PEAK', '2018 q4')",0.0
28538,VTR,2018 q4,6010,0.4439166728897262,Kevin Brown,0.3399480382594231,male,"Morningstar, Inc.","('VTR', '2018 q4')",0.0
28539,WELL,2018 q4,6010,0.3565361622399347,Kevin Brown,0.3091273568950023,male,"Morningstar, Inc.","('WELL', '2018 q4')",0.0
28540,AIV,2018 q4,6010,0.3429721684061871,"Mr. Nicholas Yulico, CFA",0.1334040518718687,male,Scotiabank GBM,"('AIV', '2018 q4')",0.0
28541,AVB,2018 q4,6010,0.3886442236385273,"Mr. Nicholas Yulico, CFA",0.1772249089617956,male,Scotiabank GBM,"('AVB', '2018 q4')",0.0
28542,EQR,2018 q4,6010,0.4188676682349567,"Mr. Nicholas Yulico, CFA",0.181228271635834,male,Scotiabank GBM,"('EQR', '2018 q4')",0.0
28543,FRT,2018 q4,6010,0.5481514874008222,"Mr. Nicholas Yulico, CFA",0.2209670885016952,male,Scotiabank GBM,"('FRT', '2018 q4')",0.0
28544,PEAK,2018 q4,6010,0.2636715586464573,"Mr. Nicholas Yulico, CFA",0.1081478735728687,male,Scotiabank GBM,"('PEAK', '2018 q4')",0.0
28545,AIV,2018 q4,6010,0.3429721684061871,Mr. Trent Trujillo,0.3108494265333882,male,Scotiabank GBM,"('AIV', '2018 q4')",0.0
28546,UDR,2018 q4,6010,0.3376239595263102,Mr. Trent Trujillo,0.1557106839169821,male,Scotiabank GBM,"('UDR', '2018 q4')",0.0
28547,AMT,2018 q4,6010,0.5716304798501655,Mr. Matthew Dolgin,0.4889660549931045,male,"Morningstar, Inc.","('AMT', '2018 q4')",0.0
28548,DLR,2018 q4,6010,0.4674870596243083,Mr. Matthew Dolgin,0.6077874682281669,male,"Morningstar, Inc.","('DLR', '2018 q4')",0.0
28549,EQIX,2018 q4,6010,0.5303383753463558,Mr. Matthew Dolgin,0.7418967681860377,male,"Morningstar, Inc.","('EQIX', '2018 q4')",0.0
28550,SBAC,2018 q4,6010,0.7088054619037107,Mr. Matthew Dolgin,0.631527704391656,male,"Morningstar, Inc.","('SBAC', '2018 q4')",0.0
28551,AMT,2018 q4,6010,0.5716304798501655,Jonathan Atkin,0.2059113112308554,male,RBC Capital Markets,"('AMT', '2018 q4')",0.0
28552,CCI,2018 q4,6010,0.1792158360121031,Jonathan Atkin,0.1792158360121031,male,RBC Capital Markets,"('CCI', '2018 q4')",0.0
28553,DLR,2018 q4,6010,0.4674870596243083,Jonathan Atkin,0.1350660353510542,male,RBC Capital Markets,"('DLR', '2018 q4')",0.0
28554,EQIX,2018 q4,6010,0.5303383753463558,Jonathan Atkin,0.1914641548218148,male,RBC Capital Markets,"('EQIX', '2018 q4')",0.00743360398337245
28555,AMT,2018 q4,6010,0.5716304798501655,Ms. Jennifer M. Fritzsche,0.2222446232139347,female,"Wells Fargo Securities, LLC","('AMT', '2018 q4')",0.0
28556,CCI,2018 q4,6010,0.1792158360121031,Ms. Jennifer M. Fritzsche,0.1792158360121031,female,"Wells Fargo Securities, LLC","('CCI', '2018 q4')",0.0
28557,EQIX,2018 q4,6010,0.5303383753463558,Ms. Jennifer M. Fritzsche,0.2071866118898121,female,"Wells Fargo Securities, LLC","('EQIX', '2018 q4')",0.0
28558,AMT,2018 q4,6010,0.5716304798501655,Simon W. Flannery,0.4044273176010888,male,Morgan Stanley,"('AMT', '2018 q4')",0.016723446547985077
28559,AMT,2018 q4,6010,0.5716304798501655,Colby A. Synesael,0.1421487975955307,male,Cowen and Company,"('AMT', '2018 q4')",0.014898797497153282
28560,DLR,2018 q4,6010,0.4674870596243083,Colby A. Synesael,0.3920808486314541,male,Cowen and Company,"('DLR', '2018 q4')",0.0
28561,EQIX,2018 q4,6010,0.5303383753463558,Colby A. Synesael,0.2204565057690624,male,Cowen and Company,"('EQIX', '2018 q4')",0.0
28562,SBAC,2018 q4,6010,0.7088054619037107,Colby A. Synesael,0.5635439355276375,male,Cowen and Company,"('SBAC', '2018 q4')",0.0
28563,AMT,2018 q4,6010,0.5716304798501655,Mr. Keith Snyder,0.5905520690892425,male,CFRA Equity Research,"('AMT', '2018 q4')",0.0
28564,DLR,2018 q4,6010,0.4674870596243083,Mr. Keith Snyder,0.507802620460484,male,CFRA Equity Research,"('DLR', '2018 q4')",0.0
28565,EQIX,2018 q4,6010,0.5303383753463558,Mr. Keith Snyder,0.6857732753596806,male,CFRA Equity Research,"('EQIX', '2018 q4')",0.0
28566,SBAC,2018 q4,6010,0.7088054619037107,Mr. Keith Snyder,0.668226319366629,male,CFRA Equity Research,"('SBAC', '2018 q4')",0.0
28567,AMT,2018 q4,6010,0.5716304798501655,"Timothy K. Horan, CFA",0.1628584987003956,male,"Oppenheimer & Co., Inc.","('AMT', '2018 q4')",0.0
28568,AMT,2018 q4,6010,0.5716304798501655,Greg P Miller,0.6793404039888985,male,SunTrust Robinson Humphrey Capital Markets,"('AMT', '2018 q4')",0.03333333507180214
28569,DLR,2018 q4,6010,0.4674870596243083,Greg P Miller,0.2056483337931672,male,SunTrust Robinson Humphrey Capital Markets,"('DLR', '2018 q4')",0.0
28570,EQIX,2018 q4,6010,0.5303383753463558,Greg P Miller,0.1889231743501526,male,SunTrust Robinson Humphrey Capital Markets,"('EQIX', '2018 q4')",0.0
28571,AMT,2018 q4,6010,0.5716304798501655,Mr. Amir Rozwadowski,0.1622245433313778,male,Barclays,"('AMT', '2018 q4')",0.0
28572,EQIX,2018 q4,6010,0.5303383753463558,Mr. Amir Rozwadowski,0.1659639723090397,male,Barclays,"('EQIX', '2018 q4')",0.0
28573,SBAC,2018 q4,6010,0.7088054619037107,Mr. Amir Rozwadowski,0.4078169651953539,male,Barclays,"('SBAC', '2018 q4')",0.0
28574,AMT,2018 q4,6010,0.5716304798501655,"David W. Barden, Jr",0.2847091408468841,male,BofA Global Research,"('AMT', '2018 q4')",0.0
28575,SBAC,2018 q4,6010,0.7088054619037107,"David W. Barden, Jr",0.4742471637391461,male,BofA Global Research,"('SBAC', '2018 q4')",0.0
28576,AMT,2018 q4,6010,0.5716304798501655,Robert Gutman,0.225360479197524,male,Guggenheim Securities LLC,"('AMT', '2018 q4')",0.0
28577,EQIX,2018 q4,6010,0.5303383753463558,Robert Gutman,0.2899792519754043,male,Guggenheim Securities LLC,"('EQIX', '2018 q4')",0.0
28578,AMT,2018 q4,6010,0.5716304798501655,Mr. Matthew Niknam,0.750807841709139,male,Deutsche Bank,"('AMT', '2018 q4')",0.0
28579,SBAC,2018 q4,6010,0.7088054619037107,Mr. Matthew Niknam,0.975380511799864,male,Deutsche Bank,"('SBAC', '2018 q4')",0.0
28580,AMT,2018 q4,6010,0.5716304798501655,SADIF Research,0.9612873023729094,Not a person,Sadif Analytics Prime,"('AMT', '2018 q4')",0.9605667591094971
28581,FRT,2018 q4,6010,0.5481514874008222,SADIF Research,0.9324945723836816,Not a person,Sadif Analytics Prime,"('FRT', '2018 q4')",0.8821855783462524
28582,KIM,2018 q4,6010,0.5637034711171013,SADIF Research,0.9328095565606844,Not a person,Sadif Analytics Prime,"('KIM', '2018 q4')",0.9170893430709839
28583,MAA,2018 q4,6010,0.6364011087987478,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MAA', '2018 q4')",0.9761115312576294
28584,PSA,2018 q4,6010,0.7443421392642215,SADIF Research,0.9621018243089704,Not a person,Sadif Analytics Prime,"('PSA', '2018 q4')",0.9798606832822164
28585,SLG,2018 q4,6010,0.543706052452775,SADIF Research,0.8715764974603033,Not a person,Sadif Analytics Prime,"('SLG', '2018 q4')",0.8746309876441956
28586,ARE,2018 q4,6010,0.2340557891659129,Sheila K. McGrath,0.1064778790545294,female,EVERCORE ISI,"('ARE', '2018 q4')",0.003486118900279204
28587,ARE,2018 q4,6010,0.2340557891659129,"Michael W. Carroll, CFA",0.1028911475335621,male,RBC Capital Markets,"('ARE', '2018 q4')",0.03458370082080364
28588,PEAK,2018 q4,6010,0.2636715586464573,"Michael W. Carroll, CFA",0.1558109997879731,male,RBC Capital Markets,"('PEAK', '2018 q4')",0.0
28589,PLD,2018 q4,6010,0.63781196135068,"Michael W. Carroll, CFA",0.2722785074379009,male,RBC Capital Markets,"('PLD', '2018 q4')",0.0
28590,VTR,2018 q4,6010,0.4439166728897262,"Michael W. Carroll, CFA",0.216405068327353,male,RBC Capital Markets,"('VTR', '2018 q4')",0.0
28591,WELL,2018 q4,6010,0.3565361622399347,"Michael W. Carroll, CFA",0.163186026861957,male,RBC Capital Markets,"('WELL', '2018 q4')",0.0
28592,ARE,2018 q4,6010,0.2340557891659129,Karin A. Ford,0.1034009501596553,female,MUFG Securities Americas Inc.,"('ARE', '2018 q4')",0.0572882704436779
28593,IRM,2018 q4,6010,0.6367746732182543,Karin A. Ford,0.4319021225234753,female,MUFG Securities Americas Inc.,"('IRM', '2018 q4')",0.0
28594,WELL,2018 q4,6010,0.3565361622399347,Karin A. Ford,0.1108864674894536,female,MUFG Securities Americas Inc.,"('WELL', '2018 q4')",0.009401950053870678
28595,AVB,2018 q4,6010,0.3886442236385273,Mr. Alexander D. Goldfarb,0.2381867714061116,male,Sandler O'Neill & Partners,"('AVB', '2018 q4')",0.0
28596,EQR,2018 q4,6010,0.4188676682349567,Mr. Alexander D. Goldfarb,0.260764939800691,male,Sandler O'Neill & Partners,"('EQR', '2018 q4')",0.0
28597,FRT,2018 q4,6010,0.5481514874008222,Mr. Alexander D. Goldfarb,0.3214511392675354,male,Sandler O'Neill & Partners,"('FRT', '2018 q4')",0.0
28598,KIM,2018 q4,6010,0.5637034711171013,Mr. Alexander D. Goldfarb,0.4599718080274051,male,Sandler O'Neill & Partners,"('KIM', '2018 q4')",0.0
28599,UDR,2018 q4,6010,0.3376239595263102,Mr. Alexander D. Goldfarb,0.2337875946110136,male,Sandler O'Neill & Partners,"('UDR', '2018 q4')",0.0
28600,VNO,2018 q4,6010,0.6277345858006607,Mr. Alexander D. Goldfarb,0.4878540841481052,male,Sandler O'Neill & Partners,"('VNO', '2018 q4')",0.0
28601,AVB,2018 q4,6010,0.3886442236385273,Mr. Steve Sakwa,0.1569157359360169,male,EVERCORE ISI,"('AVB', '2018 q4')",0.01666666753590107
28602,EQR,2018 q4,6010,0.4188676682349567,Mr. Steve Sakwa,0.6581340739774173,male,EVERCORE ISI,"('EQR', '2018 q4')",0.03333333507180214
28603,EXR,2018 q4,6010,0.6518683018672666,Mr. Steve Sakwa,0.4324109471648817,male,EVERCORE ISI,"('EXR', '2018 q4')",0.01666666753590107
28604,FRT,2018 q4,6010,0.5481514874008222,Mr. Steve Sakwa,0.2981258535717033,male,EVERCORE ISI,"('FRT', '2018 q4')",0.02674509367595116
28605,PEAK,2018 q4,6010,0.2636715586464573,Mr. Steve Sakwa,0.1286341714792791,male,EVERCORE ISI,"('PEAK', '2018 q4')",0.0
28606,PLD,2018 q4,6010,0.63781196135068,Mr. Steve Sakwa,0.350397452587682,male,EVERCORE ISI,"('PLD', '2018 q4')",0.012921696528792381
28607,SLG,2018 q4,6010,0.543706052452775,Mr. Steve Sakwa,0.1998611606339078,male,EVERCORE ISI,"('SLG', '2018 q4')",0.0
28608,VNO,2018 q4,6010,0.6277345858006607,Mr. Steve Sakwa,0.4147847641656287,male,EVERCORE ISI,"('VNO', '2018 q4')",0.0
28609,VTR,2018 q4,6010,0.4439166728897262,Mr. Steve Sakwa,0.7159043082192378,male,EVERCORE ISI,"('VTR', '2018 q4')",0.03333333507180214
28610,WELL,2018 q4,6010,0.3565361622399347,Mr. Steve Sakwa,0.1654192220788786,male,EVERCORE ISI,"('WELL', '2018 q4')",0.0
28611,AVB,2018 q4,6010,0.3886442236385273,"Mr. Wes K. Golladay, CFA",0.1408518152142693,male,RBC Capital Markets,"('AVB', '2018 q4')",0.0
28612,ESS,2018 q4,6010,0.2597461967945115,"Mr. Wes K. Golladay, CFA",0.1447233856227486,male,RBC Capital Markets,"('ESS', '2018 q4')",0.0
28613,EXR,2018 q4,6010,0.6518683018672666,"Mr. Wes K. Golladay, CFA",0.4175793097537243,male,RBC Capital Markets,"('EXR', '2018 q4')",0.0
28614,HST,2018 q4,6010,0.4627230482584443,"Mr. Wes K. Golladay, CFA",0.1672340733950608,male,RBC Capital Markets,"('HST', '2018 q4')",0.0
28615,KIM,2018 q4,6010,0.5637034711171013,"Mr. Wes K. Golladay, CFA",0.2392953218042913,male,RBC Capital Markets,"('KIM', '2018 q4')",0.0
28616,MAA,2018 q4,6010,0.6364011087987478,"Mr. Wes K. Golladay, CFA",0.3368881295017416,male,RBC Capital Markets,"('MAA', '2018 q4')",0.0
28617,O,2018 q4,6010,0.6337921865320695,"Mr. Wes K. Golladay, CFA",0.4340855842294824,male,RBC Capital Markets,"('O', '2018 q4')",0.0
28618,UDR,2018 q4,6010,0.3376239595263102,"Mr. Wes K. Golladay, CFA",0.1808803267939687,male,RBC Capital Markets,"('UDR', '2018 q4')",0.0
28619,AVB,2018 q4,6010,0.3886442236385273,Mr. James W. Sullivan,0.1346297692832872,male,BTIG,"('AVB', '2018 q4')",0.0
28620,EQR,2018 q4,6010,0.4188676682349567,Mr. James W. Sullivan,0.1926091729937078,male,BTIG,"('EQR', '2018 q4')",0.0
28621,MAA,2018 q4,6010,0.6364011087987478,Mr. James W. Sullivan,0.4108799096808314,male,BTIG,"('MAA', '2018 q4')",0.0
28622,UDR,2018 q4,6010,0.3376239595263102,Mr. James W. Sullivan,0.2253461760103985,male,BTIG,"('UDR', '2018 q4')",0.0
28623,AVB,2018 q4,6010,0.3886442236385273,Mr. Derek Johnston,0.7911752460043057,male,Deutsche Bank,"('AVB', '2018 q4')",0.0
28624,PLD,2018 q4,6010,0.63781196135068,Mr. Derek Johnston,0.818727839395641,male,Deutsche Bank,"('PLD', '2018 q4')",0.0
28625,SLG,2018 q4,6010,0.543706052452775,Mr. Derek Johnston,0.6326998375079758,male,Deutsche Bank,"('SLG', '2018 q4')",0.0
28626,AVB,2018 q4,6010,0.3886442236385273,Mr. Aaron Hecht,0.0878345132900051,male,JMP Securities,"('AVB', '2018 q4')",0.0
28627,EQR,2018 q4,6010,0.4188676682349567,Mr. Aaron Hecht,0.1055144669207766,male,JMP Securities,"('EQR', '2018 q4')",0.0
28628,AVB,2018 q4,6010,0.3886442236385273,Jeffrey Spector,0.3759381650797615,male,BofA Global Research,"('AVB', '2018 q4')",0.0
28629,WELL,2018 q4,6010,0.3565361622399347,Jeffrey Spector,0.7070179181821268,male,BofA Global Research,"('WELL', '2018 q4')",0.03333333507180214
28630,AVB,2018 q4,6010,0.3886442236385273,Mr. Robert C. Stevenson,0.0949260308686919,male,Janney Montgomery Scott LLC,"('AVB', '2018 q4')",0.0
28631,EQR,2018 q4,6010,0.4188676682349567,Mr. Robert C. Stevenson,0.1378443761895168,male,Janney Montgomery Scott LLC,"('EQR', '2018 q4')",0.0
28632,ESS,2018 q4,6010,0.2597461967945115,Mr. Robert C. Stevenson,0.1678053217775156,male,Janney Montgomery Scott LLC,"('ESS', '2018 q4')",0.0
28633,DLR,2018 q4,6010,0.4674870596243083,Michael J. Funk,0.327051955006274,male,BofA Global Research,"('DLR', '2018 q4')",0.0
28634,EQIX,2018 q4,6010,0.5303383753463558,Michael J. Funk,0.4512923043947009,male,BofA Global Research,"('EQIX', '2018 q4')",0.0
28635,IRM,2018 q4,6010,0.6367746732182543,Michael J. Funk,0.4035317117711437,male,BofA Global Research,"('IRM', '2018 q4')",0.0
28636,DLR,2018 q4,6010,0.4674870596243083,Mr. Jonathan Petersen,0.2351420622064912,male,Jefferies,"('DLR', '2018 q4')",0.0
28637,EQIX,2018 q4,6010,0.5303383753463558,Mr. Jonathan Petersen,0.445447642435698,male,Jefferies,"('EQIX', '2018 q4')",0.0
28638,PLD,2018 q4,6010,0.63781196135068,Mr. Jonathan Petersen,0.2947042700336195,male,Jefferies,"('PLD', '2018 q4')",0.0
28639,SLG,2018 q4,6010,0.543706052452775,Mr. Jonathan Petersen,0.218230703653904,male,Jefferies,"('SLG', '2018 q4')",0.012055563740432262
28640,DLR,2018 q4,6010,0.4674870596243083,Mr. Nate D. Crossett,0.2604527046985102,male,Berenberg,"('DLR', '2018 q4')",0.0
28641,IRM,2018 q4,6010,0.6367746732182543,Mr. Nate D. Crossett,0.4376193738085023,male,Berenberg,"('IRM', '2018 q4')",0.0
28642,DLR,2018 q4,6010,0.4674870596243083,Sami Badri,0.4330357229585183,male,Credit Suisse,"('DLR', '2018 q4')",0.0
28643,DRE,2018 q4,6010,0.0,"Mr. Ki Bin Kim, CFA",,male,SunTrust Robinson Humphrey Capital Markets,"('DRE', '2018 q4')",0.0
28644,FRT,2018 q4,6010,0.5481514874008222,"Mr. Ki Bin Kim, CFA",0.40589598853268,male,SunTrust Robinson Humphrey Capital Markets,"('FRT', '2018 q4')",0.0
28645,EQIX,2018 q4,6010,0.5303383753463558,"Shebly Seyrafi, CFA",0.6593170926761522,male,FBN Securities,"('EQIX', '2018 q4')",0.03333333507180214
28646,EQIX,2018 q4,6010,0.5303383753463558,Mr. Stephen D. Bersey,0.2729340014814916,male,MUFG Securities Americas Inc.,"('EQIX', '2018 q4')",0.0
28647,EQR,2018 q4,6010,0.4188676682349567,Juan Sanabria,0.6581340739774173,male,BofA Global Research,"('EQR', '2018 q4')",0.03333333507180214
28648,EXR,2018 q4,6010,0.6518683018672666,Chris Kuiper,0.6566476222154657,male,CFRA Equity Research,"('EXR', '2018 q4')",0.0
28649,FRT,2018 q4,6010,0.5481514874008222,Chris Kuiper,0.5327087842828183,male,CFRA Equity Research,"('FRT', '2018 q4')",0.0
28650,HST,2018 q4,6010,0.4627230482584443,Chris Kuiper,0.3916483205096082,male,CFRA Equity Research,"('HST', '2018 q4')",0.0
28651,IRM,2018 q4,6010,0.6367746732182543,Chris Kuiper,0.7416127376327424,male,CFRA Equity Research,"('IRM', '2018 q4')",0.0
28652,KIM,2018 q4,6010,0.5637034711171013,Chris Kuiper,0.5038795711412383,male,CFRA Equity Research,"('KIM', '2018 q4')",0.0
28653,O,2018 q4,6010,0.6337921865320695,Chris Kuiper,0.5930093703736308,male,CFRA Equity Research,"('O', '2018 q4')",0.0
28654,PLD,2018 q4,6010,0.63781196135068,Chris Kuiper,0.5579736597309777,male,CFRA Equity Research,"('PLD', '2018 q4')",0.0
28655,PSA,2018 q4,6010,0.7443421392642215,Chris Kuiper,0.671436985578304,male,CFRA Equity Research,"('PSA', '2018 q4')",0.0
28656,REG,2018 q4,6010,0.4409641995515558,Chris Kuiper,0.5029275993858143,male,CFRA Equity Research,"('REG', '2018 q4')",0.0
28657,WY,2018 q4,6010,0.6512811608381337,Chris Kuiper,0.611639455992035,male,CFRA Equity Research,"('WY', '2018 q4')",0.0
28658,EXR,2018 q4,6010,0.6518683018672666,"Mr. Michael Wong, CFA",0.878324853040558,male,"Morningstar, Inc.","('EXR', '2018 q4')",0.014545143581926823
28659,PLD,2018 q4,6010,0.63781196135068,"Mr. Michael Wong, CFA",0.889167675226267,male,"Morningstar, Inc.","('PLD', '2018 q4')",0.0
28660,PSA,2018 q4,6010,0.7443421392642215,"Mr. Michael Wong, CFA",0.6452498624464672,male,"Morningstar, Inc.","('PSA', '2018 q4')",0.0
28661,SLG,2018 q4,6010,0.543706052452775,"Mr. Michael Wong, CFA",0.4124355854877922,male,"Morningstar, Inc.","('SLG', '2018 q4')",0.0
28662,VNO,2018 q4,6010,0.6277345858006607,"Mr. Michael Wong, CFA",0.7505897653519809,male,"Morningstar, Inc.","('VNO', '2018 q4')",0.0
28663,HST,2018 q4,6010,0.4627230482584443,David Katz,0.5800204309852205,male,Jefferies,"('HST', '2018 q4')",0.0
28664,HST,2018 q4,6010,0.4627230482584443,Jared Shojaian,0.1754322164406707,male,Wolfe Research,"('HST', '2018 q4')",0.0
28665,HST,2018 q4,6010,0.4627230482584443,Thomas G. Allen,0.2781312103272551,male,Morgan Stanley,"('HST', '2018 q4')",0.0
28666,HST,2018 q4,6010,0.4627230482584443,"Mr. Rich A. Hightower, Jr",0.3775846388325782,male,EVERCORE ISI,"('HST', '2018 q4')",0.0
28667,IRM,2018 q4,6010,0.6367746732182543,Eric Compton,0.7980849253723622,male,"Morningstar, Inc.","('IRM', '2018 q4')",0.0
28668,KIM,2018 q4,6010,0.5637034711171013,Mr. Michael P. Gorman,0.3188439703172089,male,BTIG,"('KIM', '2018 q4')",0.0
28669,O,2018 q4,6010,0.6337921865320695,Mr. Todd J. Stender,0.4072009720670171,male,"Wells Fargo Securities, LLC","('O', '2018 q4')",0.0
28670,PEAK,2018 q4,6010,0.2636715586464573,"Joseph D. France, CFA",0.1934717575778561,male,Cantor Fitzgerald,"('PEAK', '2018 q4')",0.01345090102404356
28671,VTR,2018 q4,6010,0.4439166728897262,"Joseph D. France, CFA",0.2308166992110324,male,Cantor Fitzgerald,"('VTR', '2018 q4')",0.01099995244294405
28672,REG,2018 q4,6010,0.4409641995515558,Mr. Richard Hill,0.5985815731616607,male,Morgan Stanley,"('REG', '2018 q4')",0.0
28673,REG,2018 q4,6010,0.4409641995515558,Mr. Samir Khanal,0.2267350664842253,male,EVERCORE ISI,"('REG', '2018 q4')",0.0
28674,SLG,2018 q4,6010,0.543706052452775,Mitch B. Germain,0.23388607920849,male,JMP Securities,"('SLG', '2018 q4')",0.011786694638431072
28675,SLG,2018 q4,6010,0.543706052452775,Mr. James Feldman,0.7208053782880586,male,BofA Global Research,"('SLG', '2018 q4')",0.03333333507180214
28676,VTR,2018 q4,6010,0.4439166728897262,Mr. Eric Fleming,0.1785529157130027,male,SunTrust Robinson Humphrey Capital Markets,"('VTR', '2018 q4')",0.0
28677,WELL,2018 q4,6010,0.3565361622399347,Mr. Eric Fleming,0.0908791510783926,male,SunTrust Robinson Humphrey Capital Markets,"('WELL', '2018 q4')",0.0
28678,WELL,2018 q4,6010,0.3565361622399347,Mr. Steve Valiquette,0.1582403816262439,male,Barclays,"('WELL', '2018 q4')",0.0
28679,WELL,2018 q4,6010,0.3565361622399347,"Dana R. Hambly, CFA",0.1171386005082066,female,Stephens Inc.,"('WELL', '2018 q4')",0.0
28680,WY,2018 q4,6010,0.6512811608381337,Charles Gross,0.6704651105086655,male,"Morningstar, Inc.","('WY', '2018 q4')",0.0
28681,WY,2018 q4,6010,0.6512811608381337,Mr. Mark Connelly,0.7840396441890201,male,Stephens Inc.,"('WY', '2018 q4')",0.0
28682,WY,2018 q4,6010,0.6512811608381337,Mr. Paul C. Quinn,0.4036384996640385,male,RBC Capital Markets,"('WY', '2018 q4')",0.0
28683,WY,2018 q4,6010,0.6512811608381337,George L. Staphos,0.400210816912536,male,BofA Global Research,"('WY', '2018 q4')",0.0
28684,WY,2018 q4,6010,0.6512811608381337,"Benoit Laprade, CPA",0.4895464477298603,male,Scotiabank GBM,"('WY', '2018 q4')",0.0
28685,AIV,2019 q1,6010,0.5466607256577061,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AIV', '2019 q1')",0.9930745363235474
28686,DLR,2019 q1,6010,0.5790668898287048,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('DLR', '2019 q1')",0.9931468963623047
28687,EQR,2019 q1,6010,0.4381672221358559,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('EQR', '2019 q1')",0.9930745363235474
28688,PLD,2019 q1,6010,0.8017420527579908,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PLD', '2019 q1')",0.9930745363235474
28689,SPG,2019 q1,6010,0.7882069803037355,Mr. Thomas Kee,0.9702199722429244,male,Stock Traders Daily Research,"('SPG', '2019 q1')",0.9931468963623047
28690,UDR,2019 q1,6010,0.4186896492815649,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('UDR', '2019 q1')",0.9930745363235474
28691,WY,2019 q1,6010,0.8379391857687257,Mr. Thomas Kee,0.9910596168627144,male,Stock Traders Daily Research,"('WY', '2019 q1')",0.979194164276123
28692,AIV,2019 q1,6010,0.5466607256577061,Mr. Aaron Hecht,0.2312569472225146,male,JMP Securities,"('AIV', '2019 q1')",0.0
28693,AVB,2019 q1,6010,0.2328886055766277,Mr. Aaron Hecht,0.0557804821297422,male,JMP Securities,"('AVB', '2019 q1')",0.0
28694,EQR,2019 q1,6010,0.4381672221358559,Mr. Aaron Hecht,0.1137927323291822,male,JMP Securities,"('EQR', '2019 q1')",0.0
28695,MAA,2019 q1,6010,0.2663982051475172,Mr. Aaron Hecht,0.1164413268075257,male,JMP Securities,"('MAA', '2019 q1')",0.0
28696,UDR,2019 q1,6010,0.4186896492815649,Mr. Aaron Hecht,0.1605846773194436,male,JMP Securities,"('UDR', '2019 q1')",0.0
28697,AIV,2019 q1,6010,0.5466607256577061,Mr. Ross L. Smotrich,0.6650617891398654,male,Barclays,"('AIV', '2019 q1')",0.0
28698,BXP,2019 q1,6010,0.0,Mr. Ross L. Smotrich,,male,Barclays,"('BXP', '2019 q1')",0.007443596143275499
28699,DLR,2019 q1,6010,0.5790668898287048,Mr. Ross L. Smotrich,0.3182712352545312,male,Barclays,"('DLR', '2019 q1')",0.0
28700,DRE,2019 q1,6010,0.6498305690671395,Mr. Ross L. Smotrich,0.4880144134176075,male,Barclays,"('DRE', '2019 q1')",0.0
28701,IRM,2019 q1,6010,0.7339692893033534,Mr. Ross L. Smotrich,0.4305091241156419,male,Barclays,"('IRM', '2019 q1')",0.0
28702,MAA,2019 q1,6010,0.2663982051475172,Mr. Ross L. Smotrich,0.3760514025464433,male,Barclays,"('MAA', '2019 q1')",0.0
28703,PLD,2019 q1,6010,0.8017420527579908,Mr. Ross L. Smotrich,0.5543742037476461,male,Barclays,"('PLD', '2019 q1')",0.0
28704,PSA,2019 q1,6010,0.6689978772073562,Mr. Ross L. Smotrich,0.3256061041264387,male,Barclays,"('PSA', '2019 q1')",0.017019029706716537
28705,REG,2019 q1,6010,0.554338214062976,Mr. Ross L. Smotrich,0.4256088494040142,male,Barclays,"('REG', '2019 q1')",0.01903006061911583
28706,SLG,2019 q1,6010,0.3838224162803922,Mr. Ross L. Smotrich,0.6643082165570889,male,Barclays,"('SLG', '2019 q1')",0.0
28707,UDR,2019 q1,6010,0.4186896492815649,Mr. Ross L. Smotrich,0.3397737503264219,male,Barclays,"('UDR', '2019 q1')",0.0
28708,VNO,2019 q1,6010,0.4513914491473577,Mr. Ross L. Smotrich,0.46137854495899,male,Barclays,"('VNO', '2019 q1')",0.0
28709,AIV,2019 q1,6010,0.5466607256577061,Kevin Brown,0.4258945572812029,male,"Morningstar, Inc.","('AIV', '2019 q1')",0.005952945910394192
28710,AVB,2019 q1,6010,0.2328886055766277,Kevin Brown,0.3533050061428791,male,"Morningstar, Inc.","('AVB', '2019 q1')",0.0
28711,EQR,2019 q1,6010,0.4381672221358559,Kevin Brown,0.3502602954606757,male,"Morningstar, Inc.","('EQR', '2019 q1')",0.0
28712,FRT,2019 q1,6010,0.4037144608752309,Kevin Brown,0.4150188402163792,male,"Morningstar, Inc.","('FRT', '2019 q1')",0.0
28713,HST,2019 q1,6010,0.478938225124793,Kevin Brown,0.4128462330991748,male,"Morningstar, Inc.","('HST', '2019 q1')",0.0
28714,KIM,2019 q1,6010,0.7405115754404124,Kevin Brown,0.5658474275434303,male,"Morningstar, Inc.","('KIM', '2019 q1')",0.0
28715,O,2019 q1,6010,0.6084363033973006,Kevin Brown,0.6011353966664976,male,"Morningstar, Inc.","('O', '2019 q1')",0.011111111690600714
28716,PEAK,2019 q1,6010,0.3813691234533495,Kevin Brown,0.3433487803421459,male,"Morningstar, Inc.","('PEAK', '2019 q1')",0.0
28717,REG,2019 q1,6010,0.554338214062976,Kevin Brown,0.5610328985326176,male,"Morningstar, Inc.","('REG', '2019 q1')",0.010463128797709942
28718,SPG,2019 q1,6010,0.7882069803037355,Kevin Brown,0.7593070926507407,male,"Morningstar, Inc.","('SPG', '2019 q1')",0.0
28719,VTR,2019 q1,6010,0.3619099138670906,Kevin Brown,0.3506341499734647,male,"Morningstar, Inc.","('VTR', '2019 q1')",0.0
28720,WELL,2019 q1,6010,0.2962400829228195,Kevin Brown,0.3588796018913278,male,"Morningstar, Inc.","('WELL', '2019 q1')",0.0
28721,AIV,2019 q1,6010,0.5466607256577061,"Mr. Nicholas Yulico, CFA",0.2094809728098856,male,Scotiabank GBM,"('AIV', '2019 q1')",0.0
28722,DRE,2019 q1,6010,0.6498305690671395,"Mr. Nicholas Yulico, CFA",0.3546889716928014,male,Scotiabank GBM,"('DRE', '2019 q1')",0.0
28723,O,2019 q1,6010,0.6084363033973006,"Mr. Nicholas Yulico, CFA",0.2674134113626858,male,Scotiabank GBM,"('O', '2019 q1')",0.0
28724,SLG,2019 q1,6010,0.3838224162803922,"Mr. Nicholas Yulico, CFA",0.0961401164783189,male,Scotiabank GBM,"('SLG', '2019 q1')",0.0
28725,VTR,2019 q1,6010,0.3619099138670906,"Mr. Nicholas Yulico, CFA",0.3298177379458902,male,Scotiabank GBM,"('VTR', '2019 q1')",0.0
28726,WELL,2019 q1,6010,0.2962400829228195,"Mr. Nicholas Yulico, CFA",0.2491533429054764,male,Scotiabank GBM,"('WELL', '2019 q1')",0.0
28727,AIV,2019 q1,6010,0.5466607256577061,"Mr. Michael R. Lewis, CFA",0.2287971837633806,male,SunTrust Robinson Humphrey Capital Markets,"('AIV', '2019 q1')",0.006025407928973436
28728,AVB,2019 q1,6010,0.2328886055766277,"Mr. Michael R. Lewis, CFA",0.0857804592494523,male,SunTrust Robinson Humphrey Capital Markets,"('AVB', '2019 q1')",0.0
28729,SLG,2019 q1,6010,0.3838224162803922,"Mr. Michael R. Lewis, CFA",0.1159091213188555,male,SunTrust Robinson Humphrey Capital Markets,"('SLG', '2019 q1')",0.01820880500599742
28730,UDR,2019 q1,6010,0.4186896492815649,"Mr. Michael R. Lewis, CFA",0.157971568416798,male,SunTrust Robinson Humphrey Capital Markets,"('UDR', '2019 q1')",0.0
28731,VNO,2019 q1,6010,0.4513914491473577,"Mr. Michael R. Lewis, CFA",0.2120160852275236,male,SunTrust Robinson Humphrey Capital Markets,"('VNO', '2019 q1')",0.0
28732,AIV,2019 q1,6010,0.5466607256577061,"Mr. Kenneth M. Leon, CPA",0.3431674259578192,male,CFRA Equity Research,"('AIV', '2019 q1')",0.0
28733,ARE,2019 q1,6010,0.5776425536253178,"Mr. Kenneth M. Leon, CPA",0.4561770327631723,male,CFRA Equity Research,"('ARE', '2019 q1')",0.025956560547153156
28734,AVB,2019 q1,6010,0.2328886055766277,"Mr. Kenneth M. Leon, CPA",0.2829021446668576,male,CFRA Equity Research,"('AVB', '2019 q1')",0.0
28735,EQR,2019 q1,6010,0.4381672221358559,"Mr. Kenneth M. Leon, CPA",0.2908951138913804,male,CFRA Equity Research,"('EQR', '2019 q1')",0.0
28736,MAA,2019 q1,6010,0.2663982051475172,"Mr. Kenneth M. Leon, CPA",0.3486141628362073,male,CFRA Equity Research,"('MAA', '2019 q1')",0.0
28737,PEAK,2019 q1,6010,0.3813691234533495,"Mr. Kenneth M. Leon, CPA",0.350782083243601,male,CFRA Equity Research,"('PEAK', '2019 q1')",0.0
28738,SLG,2019 q1,6010,0.3838224162803922,"Mr. Kenneth M. Leon, CPA",0.2943416683359519,male,CFRA Equity Research,"('SLG', '2019 q1')",0.0
28739,UDR,2019 q1,6010,0.4186896492815649,"Mr. Kenneth M. Leon, CPA",0.3635151246583855,male,CFRA Equity Research,"('UDR', '2019 q1')",0.0
28740,VNO,2019 q1,6010,0.4513914491473577,"Mr. Kenneth M. Leon, CPA",0.3750070444095976,male,CFRA Equity Research,"('VNO', '2019 q1')",0.0
28741,VTR,2019 q1,6010,0.3619099138670906,"Mr. Kenneth M. Leon, CPA",0.3257443788873973,male,CFRA Equity Research,"('VTR', '2019 q1')",0.0
28742,WELL,2019 q1,6010,0.2962400829228195,"Mr. Kenneth M. Leon, CPA",0.340500609787183,male,CFRA Equity Research,"('WELL', '2019 q1')",0.0
28743,AIV,2019 q1,6010,0.5466607256577061,"Jeffrey J. Donnelly, CFA",0.2680876589220204,male,"Wells Fargo Securities, LLC","('AIV', '2019 q1')",0.0
28744,AVB,2019 q1,6010,0.2328886055766277,"Jeffrey J. Donnelly, CFA",0.1362896117675675,male,"Wells Fargo Securities, LLC","('AVB', '2019 q1')",0.0
28745,EQR,2019 q1,6010,0.4381672221358559,"Jeffrey J. Donnelly, CFA",0.2590198923378914,male,"Wells Fargo Securities, LLC","('EQR', '2019 q1')",0.0
28746,FRT,2019 q1,6010,0.4037144608752309,"Jeffrey J. Donnelly, CFA",0.1801188710537308,male,"Wells Fargo Securities, LLC","('FRT', '2019 q1')",0.0
28747,HST,2019 q1,6010,0.478938225124793,"Jeffrey J. Donnelly, CFA",0.1960599265075091,male,"Wells Fargo Securities, LLC","('HST', '2019 q1')",0.0
28748,KIM,2019 q1,6010,0.7405115754404124,"Jeffrey J. Donnelly, CFA",0.5197672554358351,male,"Wells Fargo Securities, LLC","('KIM', '2019 q1')",0.0
28749,REG,2019 q1,6010,0.554338214062976,"Jeffrey J. Donnelly, CFA",0.2776898848484094,male,"Wells Fargo Securities, LLC","('REG', '2019 q1')",0.0
28750,SPG,2019 q1,6010,0.7882069803037355,"Jeffrey J. Donnelly, CFA",0.4796554314885827,male,"Wells Fargo Securities, LLC","('SPG', '2019 q1')",0.0
28751,UDR,2019 q1,6010,0.4186896492815649,"Jeffrey J. Donnelly, CFA",0.2624540053434362,male,"Wells Fargo Securities, LLC","('UDR', '2019 q1')",0.0
28752,AMT,2019 q1,6010,0.3800773748960507,"Timothy K. Horan, CFA",0.1019184320559293,male,"Oppenheimer & Co., Inc.","('AMT', '2019 q1')",0.0
28753,AMT,2019 q1,6010,0.3800773748960507,Mr. Keith Snyder,0.538638117297937,male,CFRA Equity Research,"('AMT', '2019 q1')",0.0
28754,DLR,2019 q1,6010,0.5790668898287048,Mr. Keith Snyder,0.5015876586750473,male,CFRA Equity Research,"('DLR', '2019 q1')",0.0
28755,EQIX,2019 q1,6010,0.6526617967331376,Mr. Keith Snyder,0.6369029969768456,male,CFRA Equity Research,"('EQIX', '2019 q1')",0.0
28756,SBAC,2019 q1,6010,0.6928899328977236,Mr. Keith Snyder,0.6162759091796729,male,CFRA Equity Research,"('SBAC', '2019 q1')",0.0
28757,AMT,2019 q1,6010,0.3800773748960507,Mr. Matthew Dolgin,0.4634763522165386,male,"Morningstar, Inc.","('AMT', '2019 q1')",0.0
28758,DLR,2019 q1,6010,0.5790668898287048,Mr. Matthew Dolgin,0.6019442331099264,male,"Morningstar, Inc.","('DLR', '2019 q1')",0.0
28759,EQIX,2019 q1,6010,0.6526617967331376,Mr. Matthew Dolgin,0.5912867338165211,male,"Morningstar, Inc.","('EQIX', '2019 q1')",0.0
28760,SBAC,2019 q1,6010,0.6928899328977236,Mr. Matthew Dolgin,0.5996042858119204,male,"Morningstar, Inc.","('SBAC', '2019 q1')",0.0
28761,AMT,2019 q1,6010,0.3800773748960507,Colby A. Synesael,0.2355472724184942,male,Cowen and Company,"('AMT', '2019 q1')",0.011509910225868225
28762,DLR,2019 q1,6010,0.5790668898287048,Colby A. Synesael,0.4620784064214799,male,Cowen and Company,"('DLR', '2019 q1')",0.0
28763,AMT,2019 q1,6010,0.3800773748960507,Robert Gutman,0.253481183545973,male,Guggenheim Securities LLC,"('AMT', '2019 q1')",0.0
28764,EQIX,2019 q1,6010,0.6526617967331376,Robert Gutman,0.4574335106835584,male,Guggenheim Securities LLC,"('EQIX', '2019 q1')",0.0
28765,AMT,2019 q1,6010,0.3800773748960507,Jonathan Atkin,0.1737151180821667,male,RBC Capital Markets,"('AMT', '2019 q1')",0.0
28766,CCI,2019 q1,6010,0.1885738240987685,Jonathan Atkin,0.1525857897871507,male,RBC Capital Markets,"('CCI', '2019 q1')",0.0
28767,DLR,2019 q1,6010,0.5790668898287048,Jonathan Atkin,0.1820000479009351,male,RBC Capital Markets,"('DLR', '2019 q1')",0.0
28768,EQIX,2019 q1,6010,0.6526617967331376,Jonathan Atkin,0.3465766327181052,male,RBC Capital Markets,"('EQIX', '2019 q1')",0.015428607352077961
28769,SBAC,2019 q1,6010,0.6928899328977236,Jonathan Atkin,0.4489176457564317,male,RBC Capital Markets,"('SBAC', '2019 q1')",0.0
28770,AMT,2019 q1,6010,0.3800773748960507,Greg P Miller,0.3256112397261814,male,SunTrust Robinson Humphrey Capital Markets,"('AMT', '2019 q1')",0.0
28771,DLR,2019 q1,6010,0.5790668898287048,Greg P Miller,0.1991661952493945,male,SunTrust Robinson Humphrey Capital Markets,"('DLR', '2019 q1')",0.0
28772,EQIX,2019 q1,6010,0.6526617967331376,Greg P Miller,0.2524645912145411,male,SunTrust Robinson Humphrey Capital Markets,"('EQIX', '2019 q1')",0.0
28773,SBAC,2019 q1,6010,0.6928899328977236,Greg P Miller,0.5431172978773465,male,SunTrust Robinson Humphrey Capital Markets,"('SBAC', '2019 q1')",0.0
28774,AMT,2019 q1,6010,0.3800773748960507,Ms. Jennifer M. Fritzsche,0.1437138712509356,female,"Wells Fargo Securities, LLC","('AMT', '2019 q1')",0.0
28775,CCI,2019 q1,6010,0.1885738240987685,Ms. Jennifer M. Fritzsche,0.1447070032792813,female,"Wells Fargo Securities, LLC","('CCI', '2019 q1')",0.0013379854150116443
28776,DLR,2019 q1,6010,0.5790668898287048,Ms. Jennifer M. Fritzsche,0.389906080825381,female,"Wells Fargo Securities, LLC","('DLR', '2019 q1')",0.0
28777,EQIX,2019 q1,6010,0.6526617967331376,Ms. Jennifer M. Fritzsche,0.3595322718253649,female,"Wells Fargo Securities, LLC","('EQIX', '2019 q1')",0.008261077105998993
28778,ARE,2019 q1,6010,0.5776425536253178,"Michael W. Carroll, CFA",0.3203191963486955,male,RBC Capital Markets,"('ARE', '2019 q1')",0.026171965524554253
28779,DRE,2019 q1,6010,0.6498305690671395,"Michael W. Carroll, CFA",0.3113810381878298,male,RBC Capital Markets,"('DRE', '2019 q1')",0.0
28780,PEAK,2019 q1,6010,0.3813691234533495,"Michael W. Carroll, CFA",0.1742058643849299,male,RBC Capital Markets,"('PEAK', '2019 q1')",0.02626323513686657
28781,PLD,2019 q1,6010,0.8017420527579908,"Michael W. Carroll, CFA",0.3965982618961621,male,RBC Capital Markets,"('PLD', '2019 q1')",0.0
28782,VTR,2019 q1,6010,0.3619099138670906,"Michael W. Carroll, CFA",0.1467933361516271,male,RBC Capital Markets,"('VTR', '2019 q1')",0.0
28783,WELL,2019 q1,6010,0.2962400829228195,"Michael W. Carroll, CFA",0.1867159417086671,male,RBC Capital Markets,"('WELL', '2019 q1')",0.0
28784,ARE,2019 q1,6010,0.5776425536253178,SADIF Research,0.9198169942771648,Not a person,Sadif Analytics Prime,"('ARE', '2019 q1')",0.9038732051849365
28785,DRE,2019 q1,6010,0.6498305690671395,SADIF Research,0.960340272862644,Not a person,Sadif Analytics Prime,"('DRE', '2019 q1')",0.9357218742370605
28786,EQIX,2019 q1,6010,0.6526617967331376,SADIF Research,0.9478989834183394,Not a person,Sadif Analytics Prime,"('EQIX', '2019 q1')",0.9344457387924194
28787,EXR,2019 q1,6010,0.6129162196516734,SADIF Research,0.9893015381147322,Not a person,Sadif Analytics Prime,"('EXR', '2019 q1')",0.9602410793304443
28788,KIM,2019 q1,6010,0.7405115754404124,SADIF Research,0.9112379313876436,Not a person,Sadif Analytics Prime,"('KIM', '2019 q1')",0.9157450199127197
28789,O,2019 q1,6010,0.6084363033973006,SADIF Research,0.957177521465326,Not a person,Sadif Analytics Prime,"('O', '2019 q1')",0.9011259078979492
28790,PLD,2019 q1,6010,0.8017420527579908,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PLD', '2019 q1')",0.9697849154472351
28791,PSA,2019 q1,6010,0.6689978772073562,SADIF Research,0.95945340120515,Not a person,Sadif Analytics Prime,"('PSA', '2019 q1')",0.9796286821365356
28792,WY,2019 q1,6010,0.8379391857687257,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WY', '2019 q1')",0.9485825896263123
28793,ARE,2019 q1,6010,0.5776425536253178,Sheila K. McGrath,0.3724612614312971,female,EVERCORE ISI,"('ARE', '2019 q1')",0.0
28794,AVB,2019 q1,6010,0.2328886055766277,"Mr. Wes K. Golladay, CFA",0.1071401070269174,male,RBC Capital Markets,"('AVB', '2019 q1')",0.0
28795,EQR,2019 q1,6010,0.4381672221358559,"Mr. Wes K. Golladay, CFA",0.1533124443316448,male,RBC Capital Markets,"('EQR', '2019 q1')",0.0
28796,HST,2019 q1,6010,0.478938225124793,"Mr. Wes K. Golladay, CFA",0.1435464551275845,male,RBC Capital Markets,"('HST', '2019 q1')",0.011111111690600714
28797,MAA,2019 q1,6010,0.2663982051475172,"Mr. Wes K. Golladay, CFA",0.1152550037546739,male,RBC Capital Markets,"('MAA', '2019 q1')",0.0
28798,O,2019 q1,6010,0.6084363033973006,"Mr. Wes K. Golladay, CFA",0.3390196045708131,male,RBC Capital Markets,"('O', '2019 q1')",0.0
28799,UDR,2019 q1,6010,0.4186896492815649,"Mr. Wes K. Golladay, CFA",0.121700975503646,male,RBC Capital Markets,"('UDR', '2019 q1')",0.0
28800,AVB,2019 q1,6010,0.2328886055766277,"Mr. Omotayo Okusanya, CFA",0.1074386922827456,male,Jefferies,"('AVB', '2019 q1')",0.030636241659522057
28801,DLR,2019 q1,6010,0.5790668898287048,"Mr. Omotayo Okusanya, CFA",0.2143876470665723,male,Jefferies,"('DLR', '2019 q1')",0.0
28802,EQR,2019 q1,6010,0.4381672221358559,"Mr. Omotayo Okusanya, CFA",0.180025264078285,male,Jefferies,"('EQR', '2019 q1')",0.0
28803,ESS,2019 q1,6010,0.6814569787484728,"Mr. Omotayo Okusanya, CFA",0.6814569787484728,male,Jefferies,"('ESS', '2019 q1')",0.041637565940618515
28804,EXR,2019 q1,6010,0.6129162196516734,"Mr. Omotayo Okusanya, CFA",0.2640928531643826,male,Jefferies,"('EXR', '2019 q1')",0.0
28805,FRT,2019 q1,6010,0.4037144608752309,"Mr. Omotayo Okusanya, CFA",0.1908563689208819,male,Jefferies,"('FRT', '2019 q1')",0.0
28806,MAA,2019 q1,6010,0.2663982051475172,"Mr. Omotayo Okusanya, CFA",0.1309735993293192,male,Jefferies,"('MAA', '2019 q1')",0.0
28807,PEAK,2019 q1,6010,0.3813691234533495,"Mr. Omotayo Okusanya, CFA",0.1823659360444846,male,Jefferies,"('PEAK', '2019 q1')",0.0
28808,PSA,2019 q1,6010,0.6689978772073562,"Mr. Omotayo Okusanya, CFA",0.3696571792819369,male,Jefferies,"('PSA', '2019 q1')",0.0
28809,REG,2019 q1,6010,0.554338214062976,"Mr. Omotayo Okusanya, CFA",0.2598271698592935,male,Jefferies,"('REG', '2019 q1')",0.01637793704867363
28810,SPG,2019 q1,6010,0.7882069803037355,"Mr. Omotayo Okusanya, CFA",0.4675952766750787,male,Jefferies,"('SPG', '2019 q1')",0.0
28811,UDR,2019 q1,6010,0.4186896492815649,"Mr. Omotayo Okusanya, CFA",0.1066413538148509,male,Jefferies,"('UDR', '2019 q1')",0.0
28812,VTR,2019 q1,6010,0.3619099138670906,"Mr. Omotayo Okusanya, CFA",0.135560465476156,male,Jefferies,"('VTR', '2019 q1')",0.0
28813,WELL,2019 q1,6010,0.2962400829228195,"Mr. Omotayo Okusanya, CFA",0.1043703953554773,male,Jefferies,"('WELL', '2019 q1')",0.0
28814,AVB,2019 q1,6010,0.2328886055766277,Mr. James W. Sullivan,0.1480460786785709,male,BTIG,"('AVB', '2019 q1')",0.0
28815,HST,2019 q1,6010,0.478938225124793,Mr. James W. Sullivan,0.2843891963956913,male,BTIG,"('HST', '2019 q1')",0.023721015080809593
28816,MAA,2019 q1,6010,0.2663982051475172,Mr. James W. Sullivan,0.1484125466126806,male,BTIG,"('MAA', '2019 q1')",0.0
28817,UDR,2019 q1,6010,0.4186896492815649,Mr. James W. Sullivan,0.1653371248281561,male,BTIG,"('UDR', '2019 q1')",0.0
28818,AVB,2019 q1,6010,0.2328886055766277,Mr. Steve Sakwa,0.1580114828826831,male,EVERCORE ISI,"('AVB', '2019 q1')",0.0
28819,EXR,2019 q1,6010,0.6129162196516734,Mr. Steve Sakwa,0.3507011052340164,male,EVERCORE ISI,"('EXR', '2019 q1')",0.0
28820,FRT,2019 q1,6010,0.4037144608752309,Mr. Steve Sakwa,0.2195964328200397,male,EVERCORE ISI,"('FRT', '2019 q1')",0.0
28821,KIM,2019 q1,6010,0.7405115754404124,Mr. Steve Sakwa,0.759570865996462,male,EVERCORE ISI,"('KIM', '2019 q1')",0.03333333507180214
28822,PSA,2019 q1,6010,0.6689978772073562,Mr. Steve Sakwa,0.7326408683136393,male,EVERCORE ISI,"('PSA', '2019 q1')",0.03333333507180214
28823,SLG,2019 q1,6010,0.3838224162803922,Mr. Steve Sakwa,0.1245200067654749,male,EVERCORE ISI,"('SLG', '2019 q1')",0.0
28824,SPG,2019 q1,6010,0.7882069803037355,Mr. Steve Sakwa,0.725852805909649,male,EVERCORE ISI,"('SPG', '2019 q1')",0.03333333507180214
28825,VNO,2019 q1,6010,0.4513914491473577,Mr. Steve Sakwa,0.3128043967139971,male,EVERCORE ISI,"('VNO', '2019 q1')",0.007213196251541376
28826,VTR,2019 q1,6010,0.3619099138670906,Mr. Steve Sakwa,0.160230664415594,male,EVERCORE ISI,"('VTR', '2019 q1')",0.0
28827,WELL,2019 q1,6010,0.2962400829228195,Mr. Steve Sakwa,0.0909063319004247,male,EVERCORE ISI,"('WELL', '2019 q1')",0.0
28828,CCI,2019 q1,6010,0.1885738240987685,"David W. Barden, Jr",0.2553969244404053,male,BofA Global Research,"('CCI', '2019 q1')",0.01666666753590107
28829,SBAC,2019 q1,6010,0.6928899328977236,"David W. Barden, Jr",0.459526378122885,male,BofA Global Research,"('SBAC', '2019 q1')",0.0
28830,CCI,2019 q1,6010,0.1885738240987685,Simon W. Flannery,0.0955196644774859,male,Morgan Stanley,"('CCI', '2019 q1')",0.016585299279540777
28831,DLR,2019 q1,6010,0.5790668898287048,Mr. Nate D. Crossett,0.3469110110359958,male,Berenberg,"('DLR', '2019 q1')",0.0
28832,EQIX,2019 q1,6010,0.6526617967331376,Mr. Nate D. Crossett,0.4862371664066307,male,Berenberg,"('EQIX', '2019 q1')",0.019603177905082703
28833,IRM,2019 q1,6010,0.7339692893033534,Mr. Nate D. Crossett,0.448578294412985,male,Berenberg,"('IRM', '2019 q1')",0.0
28834,DLR,2019 q1,6010,0.5790668898287048,"Jim D. Breen, Jr",0.4759501163540214,male,William Blair & Company,"('DLR', '2019 q1')",0.0
28835,DRE,2019 q1,6010,0.6498305690671395,"Mr. Michael Wong, CFA",0.8683045127503842,male,"Morningstar, Inc.","('DRE', '2019 q1')",0.0
28836,EXR,2019 q1,6010,0.6129162196516734,"Mr. Michael Wong, CFA",0.5098423280846098,male,"Morningstar, Inc.","('EXR', '2019 q1')",0.0
28837,PLD,2019 q1,6010,0.8017420527579908,"Mr. Michael Wong, CFA",0.730180360383829,male,"Morningstar, Inc.","('PLD', '2019 q1')",0.0
28838,PSA,2019 q1,6010,0.6689978772073562,"Mr. Michael Wong, CFA",0.4973295098940098,male,"Morningstar, Inc.","('PSA', '2019 q1')",0.0
28839,SLG,2019 q1,6010,0.3838224162803922,"Mr. Michael Wong, CFA",0.4217250948813943,male,"Morningstar, Inc.","('SLG', '2019 q1')",0.0
28840,VNO,2019 q1,6010,0.4513914491473577,"Mr. Michael Wong, CFA",0.4294781337986543,male,"Morningstar, Inc.","('VNO', '2019 q1')",0.0
28841,DRE,2019 q1,6010,0.6498305690671395,Mr. Thomas Catherwood,0.3310667367943345,male,BTIG,"('DRE', '2019 q1')",0.006609703414142132
28842,EQIX,2019 q1,6010,0.6526617967331376,Mr. Jonathan Petersen,0.2222112686983487,male,Jefferies,"('EQIX', '2019 q1')",0.0
28843,PLD,2019 q1,6010,0.8017420527579908,Mr. Jonathan Petersen,0.4433036038206778,male,Jefferies,"('PLD', '2019 q1')",0.0
28844,SLG,2019 q1,6010,0.3838224162803922,Mr. Jonathan Petersen,0.1308005327874815,male,Jefferies,"('SLG', '2019 q1')",0.023022357374429703
28845,EQIX,2019 q1,6010,0.6526617967331376,Sami Badri,0.5127051033530717,male,Credit Suisse,"('EQIX', '2019 q1')",0.0
28846,EQIX,2019 q1,6010,0.6526617967331376,"Shebly Seyrafi, CFA",0.5989881187017948,male,FBN Securities,"('EQIX', '2019 q1')",0.03333333507180214
28847,EQIX,2019 q1,6010,0.6526617967331376,Mr. Stephen D. Bersey,0.2645701768827502,male,MUFG Securities Americas Inc.,"('EQIX', '2019 q1')",0.0
28848,EQIX,2019 q1,6010,0.6526617967331376,Michael J. Funk,0.6518155226647613,male,BofA Global Research,"('EQIX', '2019 q1')",0.021553341299295425
28849,EQR,2019 q1,6010,0.4381672221358559,Mr. Robert C. Stevenson,0.148060962262733,male,Janney Montgomery Scott LLC,"('EQR', '2019 q1')",0.0
28850,EQR,2019 q1,6010,0.4381672221358559,Mr. Alexander D. Goldfarb,0.3327547262357774,male,Sandler O'Neill & Partners,"('EQR', '2019 q1')",0.0
28851,ESS,2019 q1,6010,0.6814569787484728,Mr. Alexander D. Goldfarb,0.6814569787484728,male,Sandler O'Neill & Partners,"('ESS', '2019 q1')",0.0
28852,SLG,2019 q1,6010,0.3838224162803922,Mr. Alexander D. Goldfarb,0.2945873474592324,male,Sandler O'Neill & Partners,"('SLG', '2019 q1')",0.0
28853,VNO,2019 q1,6010,0.4513914491473577,Mr. Alexander D. Goldfarb,0.408958734621398,male,Sandler O'Neill & Partners,"('VNO', '2019 q1')",0.0
28854,EXR,2019 q1,6010,0.6129162196516734,Chris Kuiper,0.5744733981399935,male,CFRA Equity Research,"('EXR', '2019 q1')",0.0
28855,FRT,2019 q1,6010,0.4037144608752309,Chris Kuiper,0.4540625291293249,male,CFRA Equity Research,"('FRT', '2019 q1')",0.0
28856,HST,2019 q1,6010,0.478938225124793,Chris Kuiper,0.4627054474565386,male,CFRA Equity Research,"('HST', '2019 q1')",0.0
28857,IRM,2019 q1,6010,0.7339692893033534,Chris Kuiper,0.7861149675027951,male,CFRA Equity Research,"('IRM', '2019 q1')",0.0
28858,KIM,2019 q1,6010,0.7405115754404124,Chris Kuiper,0.6099985684295299,male,CFRA Equity Research,"('KIM', '2019 q1')",0.0
28859,O,2019 q1,6010,0.6084363033973006,Chris Kuiper,0.5625672042971414,male,CFRA Equity Research,"('O', '2019 q1')",0.0
28860,PLD,2019 q1,6010,0.8017420527579908,Chris Kuiper,0.5868988443341296,male,CFRA Equity Research,"('PLD', '2019 q1')",0.0
28861,PSA,2019 q1,6010,0.6689978772073562,Chris Kuiper,0.5801332023735486,male,CFRA Equity Research,"('PSA', '2019 q1')",0.0
28862,REG,2019 q1,6010,0.554338214062976,Chris Kuiper,0.4803223591390034,male,CFRA Equity Research,"('REG', '2019 q1')",0.0
28863,SPG,2019 q1,6010,0.7882069803037355,Chris Kuiper,0.5986737441316418,male,CFRA Equity Research,"('SPG', '2019 q1')",0.0
28864,WY,2019 q1,6010,0.8379391857687257,Chris Kuiper,0.672090829230116,male,CFRA Equity Research,"('WY', '2019 q1')",0.0
28865,EXR,2019 q1,6010,0.6129162196516734,Mr. Todd J. Stender,0.4214395317075962,male,"Wells Fargo Securities, LLC","('EXR', '2019 q1')",0.0
28866,O,2019 q1,6010,0.6084363033973006,Mr. Todd J. Stender,0.34319340356454,male,"Wells Fargo Securities, LLC","('O', '2019 q1')",0.0
28867,PEAK,2019 q1,6010,0.3813691234533495,Mr. Todd J. Stender,0.4625812296141123,male,"Wells Fargo Securities, LLC","('PEAK', '2019 q1')",0.01666666753590107
28868,PSA,2019 q1,6010,0.6689978772073562,Mr. Todd J. Stender,0.4553418621778143,male,"Wells Fargo Securities, LLC","('PSA', '2019 q1')",0.0
28869,VTR,2019 q1,6010,0.3619099138670906,Mr. Todd J. Stender,0.2928474151382076,male,"Wells Fargo Securities, LLC","('VTR', '2019 q1')",0.0
28870,WELL,2019 q1,6010,0.2962400829228195,Mr. Todd J. Stender,0.3251105308376085,male,"Wells Fargo Securities, LLC","('WELL', '2019 q1')",0.042959537357091904
28871,EXR,2019 q1,6010,0.6129162196516734,"Mr. Ki Bin Kim, CFA",0.4000158360179762,male,SunTrust Robinson Humphrey Capital Markets,"('EXR', '2019 q1')",0.0
28872,FRT,2019 q1,6010,0.4037144608752309,"Mr. Ki Bin Kim, CFA",0.4789657203551286,male,SunTrust Robinson Humphrey Capital Markets,"('FRT', '2019 q1')",0.0
28873,HST,2019 q1,6010,0.478938225124793,Mr. Anthony F. F. Powell,0.1800906039994927,male,Barclays,"('HST', '2019 q1')",0.0
28874,HST,2019 q1,6010,0.478938225124793,Jared Shojaian,0.2754770280346503,male,Wolfe Research,"('HST', '2019 q1')",0.0
28875,HST,2019 q1,6010,0.478938225124793,C. Patrick Scholes,0.4954431493149393,male,SunTrust Robinson Humphrey Capital Markets,"('HST', '2019 q1')",0.016210995614528656
28876,HST,2019 q1,6010,0.478938225124793,Thomas G. Allen,0.2094940816056393,male,Morgan Stanley,"('HST', '2019 q1')",0.0
28877,HST,2019 q1,6010,0.478938225124793,David Katz,0.4177772078390279,male,Jefferies,"('HST', '2019 q1')",0.0
28878,HST,2019 q1,6010,0.478938225124793,"Mr. Rich A. Hightower, Jr",0.659643876375314,male,EVERCORE ISI,"('HST', '2019 q1')",0.03333333507180214
28879,IRM,2019 q1,6010,0.7339692893033534,Kevin D. McVeigh,0.6428549557318505,male,Credit Suisse,"('IRM', '2019 q1')",0.0
28880,IRM,2019 q1,6010,0.7339692893033534,Eric Compton,0.860661880039596,male,"Morningstar, Inc.","('IRM', '2019 q1')",0.0
28881,IRM,2019 q1,6010,0.7339692893033534,Credit Suisse Global Product Marketing,0.7436298093231194,Not a person,Credit Suisse,"('IRM', '2019 q1')",0.0
28882,IRM,2019 q1,6010,0.7339692893033534,Karin A. Ford,0.5181537129921665,female,MUFG Securities Americas Inc.,"('IRM', '2019 q1')",0.0
28883,WELL,2019 q1,6010,0.2962400829228195,Karin A. Ford,0.1229627885306378,female,MUFG Securities Americas Inc.,"('WELL', '2019 q1')",0.027750320732593536
28884,PEAK,2019 q1,6010,0.3813691234533495,Jeffrey Spector,0.3111027710837444,male,BofA Global Research,"('PEAK', '2019 q1')",0.0
28885,PLD,2019 q1,6010,0.8017420527579908,Mr. Derek Johnston,0.878631230530595,male,Deutsche Bank,"('PLD', '2019 q1')",0.0
28886,SLG,2019 q1,6010,0.3838224162803922,Mr. Derek Johnston,0.2045741815887112,male,Deutsche Bank,"('SLG', '2019 q1')",0.0
28887,SPG,2019 q1,6010,0.7882069803037355,Mr. Derek Johnston,0.8690699498201098,male,Deutsche Bank,"('SPG', '2019 q1')",0.0
28888,REG,2019 q1,6010,0.554338214062976,Mr. Samir Khanal,0.7618430679878069,male,EVERCORE ISI,"('REG', '2019 q1')",0.03333333507180214
28889,SBAC,2019 q1,6010,0.6928899328977236,Mr. Matthew Niknam,0.9516715714076336,male,Deutsche Bank,"('SBAC', '2019 q1')",0.0
28890,SLG,2019 q1,6010,0.3838224162803922,Mitch B. Germain,0.3262092142096774,male,JMP Securities,"('SLG', '2019 q1')",0.018036367371678352
28891,VTR,2019 q1,6010,0.3619099138670906,Joshua Dennerlein,0.4399863691894742,male,BofA Global Research,"('VTR', '2019 q1')",0.0
28892,VTR,2019 q1,6010,0.3619099138670906,Mr. Eric Fleming,0.1374542487983955,male,SunTrust Robinson Humphrey Capital Markets,"('VTR', '2019 q1')",0.0
28893,WELL,2019 q1,6010,0.2962400829228195,Mr. Eric Fleming,0.0890939559637983,male,SunTrust Robinson Humphrey Capital Markets,"('WELL', '2019 q1')",0.0
28894,WELL,2019 q1,6010,0.2962400829228195,Mr. Steve Valiquette,0.1450537147867384,male,Barclays,"('WELL', '2019 q1')",0.0
28895,WY,2019 q1,6010,0.8379391857687257,Charles Gross,0.7351358420288596,male,"Morningstar, Inc.","('WY', '2019 q1')",0.0
28896,WY,2019 q1,6010,0.8379391857687257,George L. Staphos,0.5859779042788255,male,BofA Global Research,"('WY', '2019 q1')",0.0
28897,WY,2019 q1,6010,0.8379391857687257,"Benoit Laprade, CPA",0.6451361539768175,male,Scotiabank GBM,"('WY', '2019 q1')",0.0
28898,AIV,2019 q2,6010,0.4350983644304099,"Mr. Nicholas Yulico, CFA",0.1342237171276583,male,Scotiabank GBM,"('AIV', '2019 q2')",0.0
28899,DRE,2019 q2,6010,0.3637876597105732,"Mr. Nicholas Yulico, CFA",0.1563174372462062,male,Scotiabank GBM,"('DRE', '2019 q2')",0.0
28900,FRT,2019 q2,6010,0.5340588536600686,"Mr. Nicholas Yulico, CFA",0.2620629621190061,male,Scotiabank GBM,"('FRT', '2019 q2')",0.0
28901,O,2019 q2,6010,0.4585378783227722,"Mr. Nicholas Yulico, CFA",0.5750576751312346,male,Scotiabank GBM,"('O', '2019 q2')",0.0
28902,PLD,2019 q2,6010,0.6018189912669705,"Mr. Nicholas Yulico, CFA",0.2565396986416214,male,Scotiabank GBM,"('PLD', '2019 q2')",0.0
28903,SLG,2019 q2,6010,0.3868485509478818,"Mr. Nicholas Yulico, CFA",0.2938291498954656,male,Scotiabank GBM,"('SLG', '2019 q2')",0.0
28904,VTR,2019 q2,6010,0.4497272438104103,"Mr. Nicholas Yulico, CFA",0.0950570819968419,male,Scotiabank GBM,"('VTR', '2019 q2')",0.0
28905,WELL,2019 q2,6010,0.3768808247332071,"Mr. Nicholas Yulico, CFA",0.2122872147328202,male,Scotiabank GBM,"('WELL', '2019 q2')",0.0
28906,AIV,2019 q2,6010,0.4350983644304099,"Mr. Kenneth M. Leon, CPA",0.3013368355309435,male,CFRA Equity Research,"('AIV', '2019 q2')",0.0
28907,ARE,2019 q2,6010,0.2988142542249459,"Mr. Kenneth M. Leon, CPA",0.3369246835717522,male,CFRA Equity Research,"('ARE', '2019 q2')",0.034431383945047855
28908,AVB,2019 q2,6010,0.6077645370093828,"Mr. Kenneth M. Leon, CPA",0.3759299726917892,male,CFRA Equity Research,"('AVB', '2019 q2')",0.0
28909,EQR,2019 q2,6010,0.3554694929979175,"Mr. Kenneth M. Leon, CPA",0.2820710574302066,male,CFRA Equity Research,"('EQR', '2019 q2')",0.0
28910,MAA,2019 q2,6010,0.294775390005667,"Mr. Kenneth M. Leon, CPA",0.3411288077436715,male,CFRA Equity Research,"('MAA', '2019 q2')",0.0
28911,PEAK,2019 q2,6010,0.337594198642967,"Mr. Kenneth M. Leon, CPA",0.3181361930956578,male,CFRA Equity Research,"('PEAK', '2019 q2')",0.0
28912,SLG,2019 q2,6010,0.3868485509478818,"Mr. Kenneth M. Leon, CPA",0.2936281155086034,male,CFRA Equity Research,"('SLG', '2019 q2')",0.0
28913,UDR,2019 q2,6010,0.3759903099236238,"Mr. Kenneth M. Leon, CPA",0.3990135603322038,male,CFRA Equity Research,"('UDR', '2019 q2')",0.0
28914,VNO,2019 q2,6010,0.6814263707566189,"Mr. Kenneth M. Leon, CPA",0.4352537006407989,male,CFRA Equity Research,"('VNO', '2019 q2')",0.0
28915,VTR,2019 q2,6010,0.4497272438104103,"Mr. Kenneth M. Leon, CPA",0.3094121218426804,male,CFRA Equity Research,"('VTR', '2019 q2')",0.0
28916,WELL,2019 q2,6010,0.3768808247332071,"Mr. Kenneth M. Leon, CPA",0.337059060955042,male,CFRA Equity Research,"('WELL', '2019 q2')",0.0
28917,AIV,2019 q2,6010,0.4350983644304099,Mr. Jonathan Petersen,0.1505407251438353,male,Jefferies,"('AIV', '2019 q2')",0.0
28918,DLR,2019 q2,6010,0.6873334791807733,Mr. Jonathan Petersen,0.4629093480363241,male,Jefferies,"('DLR', '2019 q2')",0.0
28919,EQIX,2019 q2,6010,0.601746052552874,Mr. Jonathan Petersen,0.1492100820659033,male,Jefferies,"('EQIX', '2019 q2')",0.0
28920,PLD,2019 q2,6010,0.6018189912669705,Mr. Jonathan Petersen,0.3195566158740463,male,Jefferies,"('PLD', '2019 q2')",0.0
28921,SLG,2019 q2,6010,0.3868485509478818,Mr. Jonathan Petersen,0.1245609152369282,male,Jefferies,"('SLG', '2019 q2')",0.013233717530965805
28922,VTR,2019 q2,6010,0.4497272438104103,Mr. Jonathan Petersen,0.1526763666454893,male,Jefferies,"('VTR', '2019 q2')",0.0
28923,AIV,2019 q2,6010,0.4350983644304099,"Jeffrey J. Donnelly, CFA",0.2448416504664368,male,"Wells Fargo Securities, LLC","('AIV', '2019 q2')",0.0
28924,AVB,2019 q2,6010,0.6077645370093828,"Jeffrey J. Donnelly, CFA",0.1979487754932035,male,"Wells Fargo Securities, LLC","('AVB', '2019 q2')",0.0
28925,EQR,2019 q2,6010,0.3554694929979175,"Jeffrey J. Donnelly, CFA",0.2102287467113764,male,"Wells Fargo Securities, LLC","('EQR', '2019 q2')",0.0
28926,FRT,2019 q2,6010,0.5340588536600686,"Jeffrey J. Donnelly, CFA",0.213580425691123,male,"Wells Fargo Securities, LLC","('FRT', '2019 q2')",0.0
28927,HST,2019 q2,6010,0.4168639797850056,"Jeffrey J. Donnelly, CFA",0.1954675493545653,male,"Wells Fargo Securities, LLC","('HST', '2019 q2')",0.0
28928,KIM,2019 q2,6010,0.6819555242638989,"Jeffrey J. Donnelly, CFA",0.3246867215847318,male,"Wells Fargo Securities, LLC","('KIM', '2019 q2')",0.0
28929,SPG,2019 q2,6010,0.5791879394833142,"Jeffrey J. Donnelly, CFA",0.2525362048817655,male,"Wells Fargo Securities, LLC","('SPG', '2019 q2')",0.012453747913241386
28930,UDR,2019 q2,6010,0.3759903099236238,"Jeffrey J. Donnelly, CFA",0.1919631928549077,male,"Wells Fargo Securities, LLC","('UDR', '2019 q2')",0.0
28931,AIV,2019 q2,6010,0.4350983644304099,"Mr. Omotayo Okusanya, CFA",0.1290341673904645,male,Jefferies,"('AIV', '2019 q2')",0.0
28932,AVB,2019 q2,6010,0.6077645370093828,"Mr. Omotayo Okusanya, CFA",0.2820216735774314,male,Jefferies,"('AVB', '2019 q2')",0.0
28933,EQR,2019 q2,6010,0.3554694929979175,"Mr. Omotayo Okusanya, CFA",0.1315859310496577,male,Jefferies,"('EQR', '2019 q2')",0.0
28934,FRT,2019 q2,6010,0.5340588536600686,"Mr. Omotayo Okusanya, CFA",0.2038489957936487,male,Jefferies,"('FRT', '2019 q2')",0.0
28935,MAA,2019 q2,6010,0.294775390005667,"Mr. Omotayo Okusanya, CFA",0.2081894984818058,male,Jefferies,"('MAA', '2019 q2')",0.0
28936,PSA,2019 q2,6010,0.6864787328119609,"Mr. Omotayo Okusanya, CFA",0.3842967547287561,male,Jefferies,"('PSA', '2019 q2')",0.044440124183893204
28937,REG,2019 q2,6010,0.694903495122343,"Mr. Omotayo Okusanya, CFA",0.4187388227143674,male,Jefferies,"('REG', '2019 q2')",0.0
28938,SPG,2019 q2,6010,0.5791879394833142,"Mr. Omotayo Okusanya, CFA",0.2432764341216884,male,Jefferies,"('SPG', '2019 q2')",0.0
28939,UDR,2019 q2,6010,0.3759903099236238,"Mr. Omotayo Okusanya, CFA",0.1593811406857122,male,Jefferies,"('UDR', '2019 q2')",0.0
28940,VTR,2019 q2,6010,0.4497272438104103,"Mr. Omotayo Okusanya, CFA",0.1068774587999664,male,Jefferies,"('VTR', '2019 q2')",0.0
28941,WELL,2019 q2,6010,0.3768808247332071,"Mr. Omotayo Okusanya, CFA",0.3842770686120207,male,Jefferies,"('WELL', '2019 q2')",0.0
28942,AIV,2019 q2,6010,0.4350983644304099,"Mr. Michael R. Lewis, CFA",0.2408703753828144,male,SunTrust Robinson Humphrey Capital Markets,"('AIV', '2019 q2')",0.0
28943,BXP,2019 q2,6010,0.3557382960518154,"Mr. Michael R. Lewis, CFA",0.2517827483665003,male,SunTrust Robinson Humphrey Capital Markets,"('BXP', '2019 q2')",0.0
28944,ESS,2019 q2,6010,0.6533868651645353,"Mr. Michael R. Lewis, CFA",0.4199583636260682,male,SunTrust Robinson Humphrey Capital Markets,"('ESS', '2019 q2')",0.0
28945,SLG,2019 q2,6010,0.3868485509478818,"Mr. Michael R. Lewis, CFA",0.1549111831887445,male,SunTrust Robinson Humphrey Capital Markets,"('SLG', '2019 q2')",0.02147747203707695
28946,VNO,2019 q2,6010,0.6814263707566189,"Mr. Michael R. Lewis, CFA",0.2974640733366812,male,SunTrust Robinson Humphrey Capital Markets,"('VNO', '2019 q2')",0.0
28947,AIV,2019 q2,6010,0.4350983644304099,Mr. Robert C. Stevenson,0.1118014629279121,male,Janney Montgomery Scott LLC,"('AIV', '2019 q2')",0.016317080706357956
28948,AVB,2019 q2,6010,0.6077645370093828,Mr. Robert C. Stevenson,0.2002789807979465,male,Janney Montgomery Scott LLC,"('AVB', '2019 q2')",0.0
28949,EQR,2019 q2,6010,0.3554694929979175,Mr. Robert C. Stevenson,0.1367087464137573,male,Janney Montgomery Scott LLC,"('EQR', '2019 q2')",0.010923990358908972
28950,MAA,2019 q2,6010,0.294775390005667,Mr. Robert C. Stevenson,0.142434079551161,male,Janney Montgomery Scott LLC,"('MAA', '2019 q2')",0.05901879444718361
28951,O,2019 q2,6010,0.4585378783227722,Mr. Robert C. Stevenson,0.1956347771451388,male,Janney Montgomery Scott LLC,"('O', '2019 q2')",0.0
28952,AIV,2019 q2,6010,0.4350983644304099,Kevin Brown,0.7764143628256879,male,"Morningstar, Inc.","('AIV', '2019 q2')",0.0
28953,AVB,2019 q2,6010,0.6077645370093828,Kevin Brown,0.7668074944075277,male,"Morningstar, Inc.","('AVB', '2019 q2')",0.0
28954,EQR,2019 q2,6010,0.3554694929979175,Kevin Brown,0.3508603561861255,male,"Morningstar, Inc.","('EQR', '2019 q2')",0.0
28955,FRT,2019 q2,6010,0.5340588536600686,Kevin Brown,0.7363311054036118,male,"Morningstar, Inc.","('FRT', '2019 q2')",0.0
28956,HST,2019 q2,6010,0.4168639797850056,Kevin Brown,0.4923633235418048,male,"Morningstar, Inc.","('HST', '2019 q2')",0.0
28957,KIM,2019 q2,6010,0.6819555242638989,Kevin Brown,0.5329434573300335,male,"Morningstar, Inc.","('KIM', '2019 q2')",0.0
28958,O,2019 q2,6010,0.4585378783227722,Kevin Brown,0.4575374809840344,male,"Morningstar, Inc.","('O', '2019 q2')",0.0
28959,PEAK,2019 q2,6010,0.337594198642967,Kevin Brown,0.3782171363735012,male,"Morningstar, Inc.","('PEAK', '2019 q2')",0.0
28960,REG,2019 q2,6010,0.694903495122343,Kevin Brown,0.5266689637256887,male,"Morningstar, Inc.","('REG', '2019 q2')",0.0
28961,SPG,2019 q2,6010,0.5791879394833142,Kevin Brown,0.4378906773320883,male,"Morningstar, Inc.","('SPG', '2019 q2')",0.0
28962,VTR,2019 q2,6010,0.4497272438104103,Kevin Brown,0.3868942842197613,male,"Morningstar, Inc.","('VTR', '2019 q2')",0.0
28963,WELL,2019 q2,6010,0.3768808247332071,Kevin Brown,0.3669946827516788,male,"Morningstar, Inc.","('WELL', '2019 q2')",0.0
28964,AIV,2019 q2,6010,0.4350983644304099,Mr. Ross L. Smotrich,0.7284082096386127,male,Barclays,"('AIV', '2019 q2')",0.0
28965,ARE,2019 q2,6010,0.2988142542249459,Mr. Ross L. Smotrich,0.2647684705097061,male,Barclays,"('ARE', '2019 q2')",0.022298429161310196
28966,AVB,2019 q2,6010,0.6077645370093828,Mr. Ross L. Smotrich,0.282225615427801,male,Barclays,"('AVB', '2019 q2')",0.0
28967,BXP,2019 q2,6010,0.3557382960518154,Mr. Ross L. Smotrich,0.3944727953293938,male,Barclays,"('BXP', '2019 q2')",0.0
28968,DRE,2019 q2,6010,0.3637876597105732,Mr. Ross L. Smotrich,0.3835086072404488,male,Barclays,"('DRE', '2019 q2')",0.0
28969,EQR,2019 q2,6010,0.3554694929979175,Mr. Ross L. Smotrich,0.4653510310337985,male,Barclays,"('EQR', '2019 q2')",0.0
28970,IRM,2019 q2,6010,0.6716405276884396,Mr. Ross L. Smotrich,0.4692334032915446,male,Barclays,"('IRM', '2019 q2')",0.0
28971,KIM,2019 q2,6010,0.6819555242638989,Mr. Ross L. Smotrich,0.6268799646861539,male,Barclays,"('KIM', '2019 q2')",0.0
28972,PLD,2019 q2,6010,0.6018189912669705,Mr. Ross L. Smotrich,0.4221048697322861,male,Barclays,"('PLD', '2019 q2')",0.0
28973,PSA,2019 q2,6010,0.6864787328119609,Mr. Ross L. Smotrich,0.5964057061479553,male,Barclays,"('PSA', '2019 q2')",0.0
28974,REG,2019 q2,6010,0.694903495122343,Mr. Ross L. Smotrich,0.6907996193694012,male,Barclays,"('REG', '2019 q2')",0.0
28975,SLG,2019 q2,6010,0.3868485509478818,Mr. Ross L. Smotrich,0.560847443652936,male,Barclays,"('SLG', '2019 q2')",0.0
28976,UDR,2019 q2,6010,0.3759903099236238,Mr. Ross L. Smotrich,0.4320698908007209,male,Barclays,"('UDR', '2019 q2')",0.0
28977,VNO,2019 q2,6010,0.6814263707566189,Mr. Ross L. Smotrich,0.5074705054440739,male,Barclays,"('VNO', '2019 q2')",0.0
28978,AMT,2019 q2,6010,0.5086715145271872,Simon W. Flannery,0.2264933093654803,male,Morgan Stanley,"('AMT', '2019 q2')",0.0064748902805149555
28979,CCI,2019 q2,6010,0.5797797667957167,Simon W. Flannery,0.7223910234369839,male,Morgan Stanley,"('CCI', '2019 q2')",0.0
28980,AMT,2019 q2,6010,0.5086715145271872,"David W. Barden, Jr",0.3159479869651208,male,BofA Global Research,"('AMT', '2019 q2')",0.0
28981,CCI,2019 q2,6010,0.5797797667957167,"David W. Barden, Jr",0.4201878714465613,male,BofA Global Research,"('CCI', '2019 q2')",0.0
28982,AMT,2019 q2,6010,0.5086715145271872,Mr. Keith Snyder,0.5747812865600522,male,CFRA Equity Research,"('AMT', '2019 q2')",0.0
28983,DLR,2019 q2,6010,0.6873334791807733,Mr. Keith Snyder,0.594840808729779,male,CFRA Equity Research,"('DLR', '2019 q2')",0.0
28984,EQIX,2019 q2,6010,0.601746052552874,Mr. Keith Snyder,0.6541065019672591,male,CFRA Equity Research,"('EQIX', '2019 q2')",0.0
28985,SBAC,2019 q2,6010,0.6856269182573584,Mr. Keith Snyder,0.6166438776355039,male,CFRA Equity Research,"('SBAC', '2019 q2')",0.0
28986,AMT,2019 q2,6010,0.5086715145271872,Colby A. Synesael,0.1503174755183908,male,Cowen and Company,"('AMT', '2019 q2')",0.00905071385204792
28987,DLR,2019 q2,6010,0.6873334791807733,Colby A. Synesael,0.3842190194165564,male,Cowen and Company,"('DLR', '2019 q2')",0.0
28988,EQIX,2019 q2,6010,0.601746052552874,Colby A. Synesael,0.2537962327259783,male,Cowen and Company,"('EQIX', '2019 q2')",0.0
28989,SBAC,2019 q2,6010,0.6856269182573584,Colby A. Synesael,0.4451987837305322,male,Cowen and Company,"('SBAC', '2019 q2')",0.0
28990,AMT,2019 q2,6010,0.5086715145271872,Mr. Matthew Dolgin,0.4675727969342851,male,"Morningstar, Inc.","('AMT', '2019 q2')",0.006878269836306572
28991,DLR,2019 q2,6010,0.6873334791807733,Mr. Matthew Dolgin,0.8398964250061048,male,"Morningstar, Inc.","('DLR', '2019 q2')",0.0
28992,EQIX,2019 q2,6010,0.601746052552874,Mr. Matthew Dolgin,0.6790462532028926,male,"Morningstar, Inc.","('EQIX', '2019 q2')",0.0
28993,SBAC,2019 q2,6010,0.6856269182573584,Mr. Matthew Dolgin,0.5840087936782253,male,"Morningstar, Inc.","('SBAC', '2019 q2')",0.0
28994,AMT,2019 q2,6010,0.5086715145271872,Ms. Jennifer M. Fritzsche,0.2689559174668626,female,"Wells Fargo Securities, LLC","('AMT', '2019 q2')",0.0
28995,CCI,2019 q2,6010,0.5797797667957167,Ms. Jennifer M. Fritzsche,0.3721638419761433,female,"Wells Fargo Securities, LLC","('CCI', '2019 q2')",0.0022639320231974125
28996,AMT,2019 q2,6010,0.5086715145271872,Greg P Miller,0.1867820626231215,male,SunTrust Robinson Humphrey Capital Markets,"('AMT', '2019 q2')",0.0
28997,EQIX,2019 q2,6010,0.601746052552874,Greg P Miller,0.4699141628870917,male,SunTrust Robinson Humphrey Capital Markets,"('EQIX', '2019 q2')",0.0
28998,AMT,2019 q2,6010,0.5086715145271872,Jonathan Atkin,0.280250056358399,male,RBC Capital Markets,"('AMT', '2019 q2')",0.0
28999,EQIX,2019 q2,6010,0.601746052552874,Jonathan Atkin,0.2473425630254405,male,RBC Capital Markets,"('EQIX', '2019 q2')",0.0
29000,SBAC,2019 q2,6010,0.6856269182573584,Jonathan Atkin,0.4914604611242109,male,RBC Capital Markets,"('SBAC', '2019 q2')",0.0
29001,AMT,2019 q2,6010,0.5086715145271872,Mr. Matthew Niknam,0.9274759375330578,male,Deutsche Bank,"('AMT', '2019 q2')",0.0
29002,DLR,2019 q2,6010,0.6873334791807733,Mr. Matthew Niknam,0.8839727829966875,male,Deutsche Bank,"('DLR', '2019 q2')",0.0
29003,EQIX,2019 q2,6010,0.601746052552874,Mr. Matthew Niknam,0.9018982091845902,male,Deutsche Bank,"('EQIX', '2019 q2')",0.0
29004,SBAC,2019 q2,6010,0.6856269182573584,Mr. Matthew Niknam,0.9291623938416176,male,Deutsche Bank,"('SBAC', '2019 q2')",0.0
29005,ARE,2019 q2,6010,0.2988142542249459,"Michael W. Carroll, CFA",0.201957411530521,male,RBC Capital Markets,"('ARE', '2019 q2')",0.04381903447210789
29006,DRE,2019 q2,6010,0.3637876597105732,"Michael W. Carroll, CFA",0.1316180057095007,male,RBC Capital Markets,"('DRE', '2019 q2')",0.0
29007,PEAK,2019 q2,6010,0.337594198642967,"Michael W. Carroll, CFA",0.2730639887198453,male,RBC Capital Markets,"('PEAK', '2019 q2')",0.0
29008,PLD,2019 q2,6010,0.6018189912669705,"Michael W. Carroll, CFA",0.3713799068424829,male,RBC Capital Markets,"('PLD', '2019 q2')",0.0
29009,VTR,2019 q2,6010,0.4497272438104103,"Michael W. Carroll, CFA",0.152622979569775,male,RBC Capital Markets,"('VTR', '2019 q2')",0.0
29010,WELL,2019 q2,6010,0.3768808247332071,"Michael W. Carroll, CFA",0.2620070237966597,male,RBC Capital Markets,"('WELL', '2019 q2')",0.0
29011,ARE,2019 q2,6010,0.2988142542249459,Sheila K. McGrath,0.1490607529532729,female,EVERCORE ISI,"('ARE', '2019 q2')",0.01566038653254509
29012,IRM,2019 q2,6010,0.6716405276884396,Sheila K. McGrath,0.3735442233557896,female,EVERCORE ISI,"('IRM', '2019 q2')",0.0
29013,ARE,2019 q2,6010,0.2988142542249459,Mr. Richard C. Anderson,0.2776997845655457,male,"SMBC Nikko Securities America, Inc.","('ARE', '2019 q2')",0.0
29014,AVB,2019 q2,6010,0.6077645370093828,SADIF Research,0.9678005452280968,Not a person,Sadif Analytics Prime,"('AVB', '2019 q2')",0.9778531193733215
29015,KIM,2019 q2,6010,0.6819555242638989,SADIF Research,0.9073681941251536,Not a person,Sadif Analytics Prime,"('KIM', '2019 q2')",0.9002727270126343
29016,PSA,2019 q2,6010,0.6864787328119609,SADIF Research,0.9756520717234456,Not a person,Sadif Analytics Prime,"('PSA', '2019 q2')",0.9797913730144501
29017,REG,2019 q2,6010,0.694903495122343,SADIF Research,0.9270680021077424,Not a person,Sadif Analytics Prime,"('REG', '2019 q2')",0.8976985812187195
29018,SPG,2019 q2,6010,0.5791879394833142,SADIF Research,0.9404138052026414,Not a person,Sadif Analytics Prime,"('SPG', '2019 q2')",0.9329195022583008
29019,VNO,2019 q2,6010,0.6814263707566189,SADIF Research,0.966316567386883,Not a person,Sadif Analytics Prime,"('VNO', '2019 q2')",0.9391731023788452
29020,VTR,2019 q2,6010,0.4497272438104103,SADIF Research,0.992514515614661,Not a person,Sadif Analytics Prime,"('VTR', '2019 q2')",0.9429258108139038
29021,AVB,2019 q2,6010,0.6077645370093828,Mr. James W. Sullivan,0.2164303313506459,male,BTIG,"('AVB', '2019 q2')",0.0
29022,ESS,2019 q2,6010,0.6533868651645353,Mr. James W. Sullivan,0.491104940980643,male,BTIG,"('ESS', '2019 q2')",0.0
29023,HST,2019 q2,6010,0.4168639797850056,Mr. James W. Sullivan,0.2151067211017136,male,BTIG,"('HST', '2019 q2')",0.02426760457456112
29024,SPG,2019 q2,6010,0.5791879394833142,Mr. James W. Sullivan,0.3509824032243581,male,BTIG,"('SPG', '2019 q2')",0.0
29025,AVB,2019 q2,6010,0.6077645370093828,Mr. Steve Sakwa,0.6184544736502775,male,EVERCORE ISI,"('AVB', '2019 q2')",0.03333333507180214
29026,BXP,2019 q2,6010,0.3557382960518154,Mr. Steve Sakwa,0.3519071413881945,male,EVERCORE ISI,"('BXP', '2019 q2')",0.0
29027,EQR,2019 q2,6010,0.3554694929979175,Mr. Steve Sakwa,0.1575105385126964,male,EVERCORE ISI,"('EQR', '2019 q2')",0.0
29028,EXR,2019 q2,6010,0.6954580510327968,Mr. Steve Sakwa,0.4393093466929521,male,EVERCORE ISI,"('EXR', '2019 q2')",0.006288814824074507
29029,KIM,2019 q2,6010,0.6819555242638989,Mr. Steve Sakwa,0.7300612110166019,male,EVERCORE ISI,"('KIM', '2019 q2')",0.03333333507180214
29030,PEAK,2019 q2,6010,0.337594198642967,Mr. Steve Sakwa,0.217261137779812,male,EVERCORE ISI,"('PEAK', '2019 q2')",0.0
29031,PLD,2019 q2,6010,0.6018189912669705,Mr. Steve Sakwa,0.5420050674369604,male,EVERCORE ISI,"('PLD', '2019 q2')",0.0
29032,PSA,2019 q2,6010,0.6864787328119609,Mr. Steve Sakwa,0.4515680742916521,male,EVERCORE ISI,"('PSA', '2019 q2')",0.0
29033,SLG,2019 q2,6010,0.3868485509478818,Mr. Steve Sakwa,0.1924995188016814,male,EVERCORE ISI,"('SLG', '2019 q2')",0.0
29034,SPG,2019 q2,6010,0.5791879394833142,Mr. Steve Sakwa,0.6724276694217453,male,EVERCORE ISI,"('SPG', '2019 q2')",0.03333333507180214
29035,UDR,2019 q2,6010,0.3759903099236238,Mr. Steve Sakwa,0.1441824223690417,male,EVERCORE ISI,"('UDR', '2019 q2')",0.0
29036,VTR,2019 q2,6010,0.4497272438104103,Mr. Steve Sakwa,0.1388863390011529,male,EVERCORE ISI,"('VTR', '2019 q2')",0.01666666753590107
29037,WELL,2019 q2,6010,0.3768808247332071,Mr. Steve Sakwa,0.1659210577568387,male,EVERCORE ISI,"('WELL', '2019 q2')",0.0
29038,AVB,2019 q2,6010,0.6077645370093828,Mr. Aaron Hecht,0.1760248108473552,male,JMP Securities,"('AVB', '2019 q2')",0.0
29039,EQR,2019 q2,6010,0.3554694929979175,Mr. Aaron Hecht,0.2645334519555752,male,JMP Securities,"('EQR', '2019 q2')",0.0
29040,MAA,2019 q2,6010,0.294775390005667,Mr. Aaron Hecht,0.3643412594573917,male,JMP Securities,"('MAA', '2019 q2')",0.0
29041,UDR,2019 q2,6010,0.3759903099236238,Mr. Aaron Hecht,0.3483530041037884,male,JMP Securities,"('UDR', '2019 q2')",0.017034268006682396
29042,AVB,2019 q2,6010,0.6077645370093828,"Mr. Wes K. Golladay, CFA",0.6184544736502775,male,RBC Capital Markets,"('AVB', '2019 q2')",0.03333333507180214
29043,ESS,2019 q2,6010,0.6533868651645353,"Mr. Wes K. Golladay, CFA",0.7392734457973135,male,RBC Capital Markets,"('ESS', '2019 q2')",0.03333333507180214
29044,EXR,2019 q2,6010,0.6954580510327968,"Mr. Wes K. Golladay, CFA",0.6768936691629233,male,RBC Capital Markets,"('EXR', '2019 q2')",0.0
29045,HST,2019 q2,6010,0.4168639797850056,"Mr. Wes K. Golladay, CFA",0.2288097744147193,male,RBC Capital Markets,"('HST', '2019 q2')",0.0
29046,MAA,2019 q2,6010,0.294775390005667,"Mr. Wes K. Golladay, CFA",0.1549773900963943,male,RBC Capital Markets,"('MAA', '2019 q2')",0.0
29047,O,2019 q2,6010,0.4585378783227722,"Mr. Wes K. Golladay, CFA",0.2773582490722324,male,RBC Capital Markets,"('O', '2019 q2')",0.0
29048,SPG,2019 q2,6010,0.5791879394833142,"Mr. Wes K. Golladay, CFA",0.4416365491103788,male,RBC Capital Markets,"('SPG', '2019 q2')",0.0
29049,AVB,2019 q2,6010,0.6077645370093828,Mr. Alexander D. Goldfarb,0.6378431350848083,male,Sandler O'Neill & Partners,"('AVB', '2019 q2')",0.0
29050,EQR,2019 q2,6010,0.3554694929979175,Mr. Alexander D. Goldfarb,0.2765457268187308,male,Sandler O'Neill & Partners,"('EQR', '2019 q2')",0.0
29051,KIM,2019 q2,6010,0.6819555242638989,Mr. Alexander D. Goldfarb,0.5413758324709169,male,Sandler O'Neill & Partners,"('KIM', '2019 q2')",0.0
29052,SPG,2019 q2,6010,0.5791879394833142,Mr. Alexander D. Goldfarb,0.3116143964344455,male,Sandler O'Neill & Partners,"('SPG', '2019 q2')",0.0
29053,UDR,2019 q2,6010,0.3759903099236238,Mr. Alexander D. Goldfarb,0.3324246125887904,male,Sandler O'Neill & Partners,"('UDR', '2019 q2')",0.0
29054,VNO,2019 q2,6010,0.6814263707566189,Mr. Alexander D. Goldfarb,0.5219222125317429,male,Sandler O'Neill & Partners,"('VNO', '2019 q2')",0.0
29055,CCI,2019 q2,6010,0.5797797667957167,"Timothy K. Horan, CFA",0.3884039604077749,male,"Oppenheimer & Co., Inc.","('CCI', '2019 q2')",0.0
29056,EQIX,2019 q2,6010,0.601746052552874,"Timothy K. Horan, CFA",0.2454727242437463,male,"Oppenheimer & Co., Inc.","('EQIX', '2019 q2')",0.0
29057,CCI,2019 q2,6010,0.5797797667957167,Brian M. Turner,0.6221712404927693,male,JPMorgan Econ & FI,"('CCI', '2019 q2')",0.011916114017367363
29058,DLR,2019 q2,6010,0.6873334791807733,Mr. Nate D. Crossett,0.4094837737683232,male,Berenberg,"('DLR', '2019 q2')",0.0
29059,EQIX,2019 q2,6010,0.601746052552874,Mr. Nate D. Crossett,0.5391868886986024,male,Berenberg,"('EQIX', '2019 q2')",0.020985331386327744
29060,IRM,2019 q2,6010,0.6716405276884396,Mr. Nate D. Crossett,0.6058571871570917,male,Berenberg,"('IRM', '2019 q2')",0.0
29061,DRE,2019 q2,6010,0.3637876597105732,Mr. Thomas Catherwood,0.2899186372459775,male,BTIG,"('DRE', '2019 q2')",0.01666666753590107
29062,PLD,2019 q2,6010,0.6018189912669705,Mr. Thomas Catherwood,0.2936294578164417,male,BTIG,"('PLD', '2019 q2')",0.0
29063,DRE,2019 q2,6010,0.3637876597105732,Vikram Malhotra,0.3119839721228176,male,Morgan Stanley,"('DRE', '2019 q2')",0.0
29064,VNO,2019 q2,6010,0.6814263707566189,Vikram Malhotra,0.6628903175091065,male,Morgan Stanley,"('VNO', '2019 q2')",0.0
29065,DRE,2019 q2,6010,0.3637876597105732,Chris Kuiper,0.4568083833108025,male,CFRA Equity Research,"('DRE', '2019 q2')",0.0
29066,EXR,2019 q2,6010,0.6954580510327968,Chris Kuiper,0.6517802804661775,male,CFRA Equity Research,"('EXR', '2019 q2')",0.0
29067,FRT,2019 q2,6010,0.5340588536600686,Chris Kuiper,0.4770237765893599,male,CFRA Equity Research,"('FRT', '2019 q2')",0.0
29068,HST,2019 q2,6010,0.4168639797850056,Chris Kuiper,0.5140262134831215,male,CFRA Equity Research,"('HST', '2019 q2')",0.0
29069,IRM,2019 q2,6010,0.6716405276884396,Chris Kuiper,0.7276452468225634,male,CFRA Equity Research,"('IRM', '2019 q2')",0.0
29070,KIM,2019 q2,6010,0.6819555242638989,Chris Kuiper,0.5349640643557666,male,CFRA Equity Research,"('KIM', '2019 q2')",0.0
29071,O,2019 q2,6010,0.4585378783227722,Chris Kuiper,0.497182936019514,male,CFRA Equity Research,"('O', '2019 q2')",0.0
29072,PLD,2019 q2,6010,0.6018189912669705,Chris Kuiper,0.4925116411556335,male,CFRA Equity Research,"('PLD', '2019 q2')",0.0
29073,PSA,2019 q2,6010,0.6864787328119609,Chris Kuiper,0.6544347232269806,male,CFRA Equity Research,"('PSA', '2019 q2')",0.0
29074,REG,2019 q2,6010,0.694903495122343,Chris Kuiper,0.5519156754360732,male,CFRA Equity Research,"('REG', '2019 q2')",0.0
29075,SPG,2019 q2,6010,0.5791879394833142,Chris Kuiper,0.4575268970573662,male,CFRA Equity Research,"('SPG', '2019 q2')",0.0
29076,WY,2019 q2,6010,0.5766167126551813,Chris Kuiper,0.5635912879802161,male,CFRA Equity Research,"('WY', '2019 q2')",0.0
29077,EQIX,2019 q2,6010,0.601746052552874,"Shebly Seyrafi, CFA",0.6411024422160696,male,FBN Securities,"('EQIX', '2019 q2')",0.03333333507180214
29078,EQIX,2019 q2,6010,0.601746052552874,Mr. Stephen D. Bersey,0.1643151615878974,male,MUFG Securities Americas Inc.,"('EQIX', '2019 q2')",0.0
29079,EQIX,2019 q2,6010,0.601746052552874,Sami Badri,0.3927064138054943,male,Credit Suisse,"('EQIX', '2019 q2')",0.0
29080,EQIX,2019 q2,6010,0.601746052552874,Robert Gutman,0.3257263347074725,male,Guggenheim Securities LLC,"('EQIX', '2019 q2')",0.0
29081,ESS,2019 q2,6010,0.6533868651645353,Jeffrey Spector,0.5864996326719222,male,BofA Global Research,"('ESS', '2019 q2')",0.017378104850649834
29082,VTR,2019 q2,6010,0.4497272438104103,Jeffrey Spector,0.3503542619757095,male,BofA Global Research,"('VTR', '2019 q2')",0.0
29083,ESS,2019 q2,6010,0.6533868651645353,Mr. Trent Trujillo,0.6659249437147196,male,Scotiabank GBM,"('ESS', '2019 q2')",0.0
29084,EXR,2019 q2,6010,0.6954580510327968,"Mr. Michael Wong, CFA",0.5986499286956819,male,"Morningstar, Inc.","('EXR', '2019 q2')",0.0
29085,PLD,2019 q2,6010,0.6018189912669705,"Mr. Michael Wong, CFA",0.6457168580674083,male,"Morningstar, Inc.","('PLD', '2019 q2')",0.0
29086,SLG,2019 q2,6010,0.3868485509478818,"Mr. Michael Wong, CFA",0.4460131326900207,male,"Morningstar, Inc.","('SLG', '2019 q2')",0.0
29087,VNO,2019 q2,6010,0.6814263707566189,"Mr. Michael Wong, CFA",0.7890795787570665,male,"Morningstar, Inc.","('VNO', '2019 q2')",0.0
29088,EXR,2019 q2,6010,0.6954580510327968,Mr. Ronald Kamdem,0.7647548754614877,male,Morgan Stanley,"('EXR', '2019 q2')",0.0
29089,FRT,2019 q2,6010,0.5340588536600686,Mr. Derek Johnston,0.8648736882883319,male,Deutsche Bank,"('FRT', '2019 q2')",0.0
29090,PLD,2019 q2,6010,0.6018189912669705,Mr. Derek Johnston,0.8621201232580122,male,Deutsche Bank,"('PLD', '2019 q2')",0.0
29091,VTR,2019 q2,6010,0.4497272438104103,Mr. Derek Johnston,0.7501665143250364,male,Deutsche Bank,"('VTR', '2019 q2')",0.0
29092,FRT,2019 q2,6010,0.5340588536600686,"Mr. Ki Bin Kim, CFA",0.1995457994691331,male,SunTrust Robinson Humphrey Capital Markets,"('FRT', '2019 q2')",0.0
29093,SPG,2019 q2,6010,0.5791879394833142,"Mr. Ki Bin Kim, CFA",0.240830757374809,male,SunTrust Robinson Humphrey Capital Markets,"('SPG', '2019 q2')",0.0
29094,HST,2019 q2,6010,0.4168639797850056,Thomas G. Allen,0.2429598392253283,male,Morgan Stanley,"('HST', '2019 q2')",0.0
29095,HST,2019 q2,6010,0.4168639797850056,Jared Shojaian,0.3601529048279862,male,Wolfe Research,"('HST', '2019 q2')",0.012493349611759186
29096,HST,2019 q2,6010,0.4168639797850056,"Mr. Rich A. Hightower, Jr",0.1932833324751177,male,EVERCORE ISI,"('HST', '2019 q2')",0.0
29097,HST,2019 q2,6010,0.4168639797850056,David Katz,0.2761282525633911,male,Jefferies,"('HST', '2019 q2')",0.0
29098,IRM,2019 q2,6010,0.6716405276884396,Kevin D. McVeigh,0.6010047959559885,male,Credit Suisse,"('IRM', '2019 q2')",0.0
29099,IRM,2019 q2,6010,0.6716405276884396,Karin A. Ford,0.3747699057078552,female,MUFG Securities Americas Inc.,"('IRM', '2019 q2')",0.0
29100,O,2019 q2,6010,0.4585378783227722,Karin A. Ford,0.2264782013946013,female,MUFG Securities Americas Inc.,"('O', '2019 q2')",0.0
29101,VTR,2019 q2,6010,0.4497272438104103,Karin A. Ford,0.0971526437996838,female,MUFG Securities Americas Inc.,"('VTR', '2019 q2')",0.0
29102,WELL,2019 q2,6010,0.3768808247332071,Karin A. Ford,0.1429017071986869,female,MUFG Securities Americas Inc.,"('WELL', '2019 q2')",0.0
29103,IRM,2019 q2,6010,0.6716405276884396,Eric Compton,0.8008639256220254,male,"Morningstar, Inc.","('IRM', '2019 q2')",0.005355621688067913
29104,KIM,2019 q2,6010,0.6819555242638989,Mr. Craig R. Schmidt,0.2905462708121435,male,BofA Global Research,"('KIM', '2019 q2')",0.01762145571410656
29105,VNO,2019 q2,6010,0.6814263707566189,Mr. James Feldman,0.2938912388437542,male,BofA Global Research,"('VNO', '2019 q2')",0.0
29106,VTR,2019 q2,6010,0.4497272438104103,Mr. Eric Fleming,0.1218740324218487,male,SunTrust Robinson Humphrey Capital Markets,"('VTR', '2019 q2')",0.0
29107,WELL,2019 q2,6010,0.3768808247332071,Mr. Todd J. Stender,0.3556493404124681,male,"Wells Fargo Securities, LLC","('WELL', '2019 q2')",0.0511319525539875
29108,WY,2019 q2,6010,0.5766167126551813,Charles Gross,0.6597481289923273,male,"Morningstar, Inc.","('WY', '2019 q2')",0.0
29109,WY,2019 q2,6010,0.5766167126551813,George L. Staphos,0.41824691433123,male,BofA Global Research,"('WY', '2019 q2')",0.0
29110,WY,2019 q2,6010,0.5766167126551813,Mr. Mark Connelly,0.4964018374371364,male,Stephens Inc.,"('WY', '2019 q2')",0.028959385119378567
29111,WY,2019 q2,6010,0.5766167126551813,Mr. Paul C. Quinn,0.3801980220102544,male,RBC Capital Markets,"('WY', '2019 q2')",0.0
29112,AIV,2019 q3,6010,0.4148319329492862,Mr. Jonathan Petersen,0.1004347343878148,male,Jefferies,"('AIV', '2019 q3')",0.0
29113,AVB,2019 q3,6010,0.4562385331318427,Mr. Jonathan Petersen,0.1373290267847216,male,Jefferies,"('AVB', '2019 q3')",0.0
29114,BXP,2019 q3,6010,0.4054135930166594,Mr. Jonathan Petersen,0.2548287991809145,male,Jefferies,"('BXP', '2019 q3')",0.0
29115,DLR,2019 q3,6010,0.5087447603459507,Mr. Jonathan Petersen,0.2262524214311954,male,Jefferies,"('DLR', '2019 q3')",0.0
29116,EQIX,2019 q3,6010,0.4921185801024926,Mr. Jonathan Petersen,0.1585391612524077,male,Jefferies,"('EQIX', '2019 q3')",0.0
29117,EQR,2019 q3,6010,0.5221856332337056,Mr. Jonathan Petersen,0.1390627901935533,male,Jefferies,"('EQR', '2019 q3')",0.0
29118,ESS,2019 q3,6010,0.3987481215248999,Mr. Jonathan Petersen,0.2873928417553136,male,Jefferies,"('ESS', '2019 q3')",0.0
29119,EXR,2019 q3,6010,0.5997557909936281,Mr. Jonathan Petersen,0.2045749567733283,male,Jefferies,"('EXR', '2019 q3')",0.0
29120,FRT,2019 q3,6010,0.3048489826480698,Mr. Jonathan Petersen,0.1271720340335235,male,Jefferies,"('FRT', '2019 q3')",0.0
29121,MAA,2019 q3,6010,0.3644854780302881,Mr. Jonathan Petersen,0.2020072832301284,male,Jefferies,"('MAA', '2019 q3')",0.0
29122,PEAK,2019 q3,6010,0.4727219154775403,Mr. Jonathan Petersen,0.2975761307775574,male,Jefferies,"('PEAK', '2019 q3')",0.0
29123,PLD,2019 q3,6010,0.7096500432334321,Mr. Jonathan Petersen,0.4087751656250179,male,Jefferies,"('PLD', '2019 q3')",0.0
29124,SLG,2019 q3,6010,0.3560248404105052,Mr. Jonathan Petersen,0.1944589428783398,male,Jefferies,"('SLG', '2019 q3')",0.02116452530026436
29125,SPG,2019 q3,6010,0.6374276830627426,Mr. Jonathan Petersen,0.2809800584415385,male,Jefferies,"('SPG', '2019 q3')",0.0
29126,VTR,2019 q3,6010,0.5623276002283626,Mr. Jonathan Petersen,0.4966773942953039,male,Jefferies,"('VTR', '2019 q3')",0.0058728670701384544
29127,WELL,2019 q3,6010,0.6067305139206238,Mr. Jonathan Petersen,0.334318179490647,male,Jefferies,"('WELL', '2019 q3')",0.0
29128,AIV,2019 q3,6010,0.4148319329492862,Jeffrey Spector,0.3954420931300449,male,BofA Global Research,"('AIV', '2019 q3')",0.0
29129,AVB,2019 q3,6010,0.4562385331318427,Jeffrey Spector,0.416603870951512,male,BofA Global Research,"('AVB', '2019 q3')",0.0
29130,EQR,2019 q3,6010,0.5221856332337056,Jeffrey Spector,0.502249332900333,male,BofA Global Research,"('EQR', '2019 q3')",0.0
29131,ESS,2019 q3,6010,0.3987481215248999,Jeffrey Spector,0.3983907830348176,male,BofA Global Research,"('ESS', '2019 q3')",0.02981412410736084
29132,EXR,2019 q3,6010,0.5997557909936281,Jeffrey Spector,0.6335158170885243,male,BofA Global Research,"('EXR', '2019 q3')",0.0301512498408556
29133,UDR,2019 q3,6010,0.4195437600395214,Jeffrey Spector,0.5568495123028139,male,BofA Global Research,"('UDR', '2019 q3')",0.011789748445153236
29134,AIV,2019 q3,6010,0.4148319329492862,Mr. Aaron Hecht,0.3477150016955747,male,JMP Securities,"('AIV', '2019 q3')",0.0
29135,AVB,2019 q3,6010,0.4562385331318427,Mr. Aaron Hecht,0.1278463961350345,male,JMP Securities,"('AVB', '2019 q3')",0.0
29136,EQR,2019 q3,6010,0.5221856332337056,Mr. Aaron Hecht,0.1367599985972417,male,JMP Securities,"('EQR', '2019 q3')",0.0
29137,ESS,2019 q3,6010,0.3987481215248999,Mr. Aaron Hecht,0.3775050486273968,male,JMP Securities,"('ESS', '2019 q3')",0.0
29138,MAA,2019 q3,6010,0.3644854780302881,Mr. Aaron Hecht,0.3526694123092025,male,JMP Securities,"('MAA', '2019 q3')",0.016176041215658188
29139,UDR,2019 q3,6010,0.4195437600395214,Mr. Aaron Hecht,0.1870741912296193,male,JMP Securities,"('UDR', '2019 q3')",0.0
29140,AIV,2019 q3,6010,0.4148319329492862,Kevin Brown,0.3955526044613325,male,"Morningstar, Inc.","('AIV', '2019 q3')",0.0026665679179131985
29141,AVB,2019 q3,6010,0.4562385331318427,Kevin Brown,0.4015560131982481,male,"Morningstar, Inc.","('AVB', '2019 q3')",0.0
29142,EQR,2019 q3,6010,0.5221856332337056,Kevin Brown,0.3668082170711104,male,"Morningstar, Inc.","('EQR', '2019 q3')",0.0
29143,ESS,2019 q3,6010,0.3987481215248999,Kevin Brown,0.4420227747413006,male,"Morningstar, Inc.","('ESS', '2019 q3')",0.0
29144,FRT,2019 q3,6010,0.3048489826480698,Kevin Brown,0.4324807053947375,male,"Morningstar, Inc.","('FRT', '2019 q3')",0.0
29145,HST,2019 q3,6010,0.4515591794254164,Kevin Brown,0.4911466110517938,male,"Morningstar, Inc.","('HST', '2019 q3')",0.0
29146,KIM,2019 q3,6010,0.4084664491971858,Kevin Brown,0.4762795510660807,male,"Morningstar, Inc.","('KIM', '2019 q3')",0.0
29147,O,2019 q3,6010,0.6557508304143238,Kevin Brown,0.7706640353364913,male,"Morningstar, Inc.","('O', '2019 q3')",0.0
29148,PEAK,2019 q3,6010,0.4727219154775403,Kevin Brown,0.4016658411969124,male,"Morningstar, Inc.","('PEAK', '2019 q3')",0.0
29149,REG,2019 q3,6010,0.5055628304848012,Kevin Brown,0.5215165939800549,male,"Morningstar, Inc.","('REG', '2019 q3')",0.0
29150,SPG,2019 q3,6010,0.6374276830627426,Kevin Brown,0.802511016390724,male,"Morningstar, Inc.","('SPG', '2019 q3')",0.0
29151,VTR,2019 q3,6010,0.5623276002283626,Kevin Brown,0.4323754275239541,male,"Morningstar, Inc.","('VTR', '2019 q3')",0.0
29152,WELL,2019 q3,6010,0.6067305139206238,Kevin Brown,0.5030552850504745,male,"Morningstar, Inc.","('WELL', '2019 q3')",0.0
29153,AIV,2019 q3,6010,0.4148319329492862,"Mr. Nicholas Yulico, CFA",0.2292450218486786,male,Scotiabank GBM,"('AIV', '2019 q3')",0.004036194334427516
29154,DRE,2019 q3,6010,0.8924116287446708,"Mr. Nicholas Yulico, CFA",0.8924116287446708,male,Scotiabank GBM,"('DRE', '2019 q3')",0.0
29155,EQR,2019 q3,6010,0.5221856332337056,"Mr. Nicholas Yulico, CFA",0.4596949228347702,male,Scotiabank GBM,"('EQR', '2019 q3')",0.0
29156,O,2019 q3,6010,0.6557508304143238,"Mr. Nicholas Yulico, CFA",0.5012516589380296,male,Scotiabank GBM,"('O', '2019 q3')",0.0
29157,PEAK,2019 q3,6010,0.4727219154775403,"Mr. Nicholas Yulico, CFA",0.1718034398686208,male,Scotiabank GBM,"('PEAK', '2019 q3')",0.0
29158,REG,2019 q3,6010,0.5055628304848012,"Mr. Nicholas Yulico, CFA",0.4119709071962615,male,Scotiabank GBM,"('REG', '2019 q3')",0.0
29159,SLG,2019 q3,6010,0.3560248404105052,"Mr. Nicholas Yulico, CFA",0.1539829176173466,male,Scotiabank GBM,"('SLG', '2019 q3')",0.0
29160,VNO,2019 q3,6010,0.5266795212235746,"Mr. Nicholas Yulico, CFA",0.2058783253247073,male,Scotiabank GBM,"('VNO', '2019 q3')",0.01413593627512455
29161,AIV,2019 q3,6010,0.4148319329492862,"Mr. Kenneth M. Leon, CPA",0.3415607116179112,male,CFRA Equity Research,"('AIV', '2019 q3')",0.0
29162,ARE,2019 q3,6010,0.5822657789426606,"Mr. Kenneth M. Leon, CPA",0.4549690200276259,male,CFRA Equity Research,"('ARE', '2019 q3')",0.03297521136701107
29163,AVB,2019 q3,6010,0.4562385331318427,"Mr. Kenneth M. Leon, CPA",0.3393133566658907,male,CFRA Equity Research,"('AVB', '2019 q3')",0.0
29164,EQR,2019 q3,6010,0.5221856332337056,"Mr. Kenneth M. Leon, CPA",0.3066882487078907,male,CFRA Equity Research,"('EQR', '2019 q3')",0.0
29165,MAA,2019 q3,6010,0.3644854780302881,"Mr. Kenneth M. Leon, CPA",0.3378890840672035,male,CFRA Equity Research,"('MAA', '2019 q3')",0.0
29166,PEAK,2019 q3,6010,0.4727219154775403,"Mr. Kenneth M. Leon, CPA",0.329913298545909,male,CFRA Equity Research,"('PEAK', '2019 q3')",0.0
29167,SLG,2019 q3,6010,0.3560248404105052,"Mr. Kenneth M. Leon, CPA",0.2653400455247054,male,CFRA Equity Research,"('SLG', '2019 q3')",0.0
29168,UDR,2019 q3,6010,0.4195437600395214,"Mr. Kenneth M. Leon, CPA",0.4029989441299925,male,CFRA Equity Research,"('UDR', '2019 q3')",0.0
29169,VNO,2019 q3,6010,0.5266795212235746,"Mr. Kenneth M. Leon, CPA",0.3442723188766377,male,CFRA Equity Research,"('VNO', '2019 q3')",0.0
29170,VTR,2019 q3,6010,0.5623276002283626,"Mr. Kenneth M. Leon, CPA",0.418799472212983,male,CFRA Equity Research,"('VTR', '2019 q3')",0.0
29171,WELL,2019 q3,6010,0.6067305139206238,"Mr. Kenneth M. Leon, CPA",0.4264451882949261,male,CFRA Equity Research,"('WELL', '2019 q3')",0.0
29172,AIV,2019 q3,6010,0.4148319329492862,Mr. Robert C. Stevenson,0.1516434498725869,male,Janney Montgomery Scott LLC,"('AIV', '2019 q3')",0.0
29173,AVB,2019 q3,6010,0.4562385331318427,Mr. Robert C. Stevenson,0.1939586754657696,male,Janney Montgomery Scott LLC,"('AVB', '2019 q3')",0.0
29174,EQR,2019 q3,6010,0.5221856332337056,Mr. Robert C. Stevenson,0.2518106251510842,male,Janney Montgomery Scott LLC,"('EQR', '2019 q3')",0.0
29175,ESS,2019 q3,6010,0.3987481215248999,Mr. Robert C. Stevenson,0.1897655363112677,male,Janney Montgomery Scott LLC,"('ESS', '2019 q3')",0.041778843849897385
29176,MAA,2019 q3,6010,0.3644854780302881,Mr. Robert C. Stevenson,0.210602578245435,male,Janney Montgomery Scott LLC,"('MAA', '2019 q3')",0.0
29177,O,2019 q3,6010,0.6557508304143238,Mr. Robert C. Stevenson,0.2905334442015211,male,Janney Montgomery Scott LLC,"('O', '2019 q3')",0.056010181084275246
29178,UDR,2019 q3,6010,0.4195437600395214,Mr. Robert C. Stevenson,0.2324184514309569,male,Janney Montgomery Scott LLC,"('UDR', '2019 q3')",0.0
29179,AIV,2019 q3,6010,0.4148319329492862,Mr. Ross L. Smotrich,0.4987561597433279,male,Barclays,"('AIV', '2019 q3')",0.0
29180,AVB,2019 q3,6010,0.4562385331318427,Mr. Ross L. Smotrich,0.3919453373591756,male,Barclays,"('AVB', '2019 q3')",0.0
29181,DLR,2019 q3,6010,0.5087447603459507,Mr. Ross L. Smotrich,0.6614781261849859,male,Barclays,"('DLR', '2019 q3')",0.0
29182,EQR,2019 q3,6010,0.5221856332337056,Mr. Ross L. Smotrich,0.2279427851606207,male,Barclays,"('EQR', '2019 q3')",0.0
29183,IRM,2019 q3,6010,0.6932162793689565,Mr. Ross L. Smotrich,0.6859209570174367,male,Barclays,"('IRM', '2019 q3')",0.0
29184,KIM,2019 q3,6010,0.4084664491971858,Mr. Ross L. Smotrich,0.3558619743877484,male,Barclays,"('KIM', '2019 q3')",0.0
29185,MAA,2019 q3,6010,0.3644854780302881,Mr. Ross L. Smotrich,0.3447862537081927,male,Barclays,"('MAA', '2019 q3')",0.0
29186,PSA,2019 q3,6010,0.7341822560527596,Mr. Ross L. Smotrich,0.7709499776701161,male,Barclays,"('PSA', '2019 q3')",0.0
29187,SPG,2019 q3,6010,0.6374276830627426,Mr. Ross L. Smotrich,0.5699100207433662,male,Barclays,"('SPG', '2019 q3')",0.0
29188,AMT,2019 q3,6010,0.5659683197861323,SADIF Research,0.9649860070211504,Not a person,Sadif Analytics Prime,"('AMT', '2019 q3')",0.9605846405029297
29189,ARE,2019 q3,6010,0.5822657789426606,SADIF Research,0.8852373908094009,Not a person,Sadif Analytics Prime,"('ARE', '2019 q3')",0.8912048935890198
29190,EQR,2019 q3,6010,0.5221856332337056,SADIF Research,0.9486517704553604,Not a person,Sadif Analytics Prime,"('EQR', '2019 q3')",0.9171218276023865
29191,O,2019 q3,6010,0.6557508304143238,SADIF Research,0.9397350457887244,Not a person,Sadif Analytics Prime,"('O', '2019 q3')",0.9025276303291321
29192,PEAK,2019 q3,6010,0.4727219154775403,SADIF Research,0.9885930868071152,Not a person,Sadif Analytics Prime,"('PEAK', '2019 q3')",0.9395469427108765
29193,PLD,2019 q3,6010,0.7096500432334321,SADIF Research,0.9919091038046194,Not a person,Sadif Analytics Prime,"('PLD', '2019 q3')",0.9689520597457886
29194,PSA,2019 q3,6010,0.7341822560527596,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PSA', '2019 q3')",0.9670969843864441
29195,SPG,2019 q3,6010,0.6374276830627426,SADIF Research,0.9655181462871998,Not a person,Sadif Analytics Prime,"('SPG', '2019 q3')",0.9328248500823975
29196,VNO,2019 q3,6010,0.5266795212235746,SADIF Research,0.976720681674114,Not a person,Sadif Analytics Prime,"('VNO', '2019 q3')",0.9593033790588379
29197,AMT,2019 q3,6010,0.5659683197861323,Ms. Jennifer M. Fritzsche,0.1632221974283522,female,"Wells Fargo Securities, LLC","('AMT', '2019 q3')",0.011111111690600714
29198,CCI,2019 q3,6010,0.5426216397948326,Ms. Jennifer M. Fritzsche,0.5426216397948327,female,"Wells Fargo Securities, LLC","('CCI', '2019 q3')",0.0018013806215354375
29199,DLR,2019 q3,6010,0.5087447603459507,Ms. Jennifer M. Fritzsche,0.3340589115332399,female,"Wells Fargo Securities, LLC","('DLR', '2019 q3')",0.0
29200,EQIX,2019 q3,6010,0.4921185801024926,Ms. Jennifer M. Fritzsche,0.1823167204241227,female,"Wells Fargo Securities, LLC","('EQIX', '2019 q3')",0.0
29201,IRM,2019 q3,6010,0.6932162793689565,Ms. Jennifer M. Fritzsche,0.4291307163278225,female,"Wells Fargo Securities, LLC","('IRM', '2019 q3')",0.0
29202,AMT,2019 q3,6010,0.5659683197861323,Simon W. Flannery,0.3467299228457069,male,Morgan Stanley,"('AMT', '2019 q3')",0.005789383624990781
29203,CCI,2019 q3,6010,0.5426216397948326,Simon W. Flannery,0.5426216397948327,male,Morgan Stanley,"('CCI', '2019 q3')",0.014201088808476925
29204,SBAC,2019 q3,6010,0.4412164145074432,Simon W. Flannery,0.1676910770019603,male,Morgan Stanley,"('SBAC', '2019 q3')",0.0
29205,AMT,2019 q3,6010,0.5659683197861323,Robert Gutman,0.184637280632869,male,Guggenheim Securities LLC,"('AMT', '2019 q3')",0.0
29206,DLR,2019 q3,6010,0.5087447603459507,Robert Gutman,0.3669428360961817,male,Guggenheim Securities LLC,"('DLR', '2019 q3')",0.0
29207,EQIX,2019 q3,6010,0.4921185801024926,Robert Gutman,0.2620915809244528,male,Guggenheim Securities LLC,"('EQIX', '2019 q3')",0.0
29208,SBAC,2019 q3,6010,0.4412164145074432,Robert Gutman,0.218451258712814,male,Guggenheim Securities LLC,"('SBAC', '2019 q3')",0.0
29209,AMT,2019 q3,6010,0.5659683197861323,Colby A. Synesael,0.1959330868874994,male,Cowen and Company,"('AMT', '2019 q3')",0.0
29210,DLR,2019 q3,6010,0.5087447603459507,Colby A. Synesael,0.280950353691477,male,Cowen and Company,"('DLR', '2019 q3')",0.0
29211,EQIX,2019 q3,6010,0.4921185801024926,Colby A. Synesael,0.2112971760112658,male,Cowen and Company,"('EQIX', '2019 q3')",0.0
29212,AMT,2019 q3,6010,0.5659683197861323,"David W. Barden, Jr",0.2850457920992211,male,BofA Global Research,"('AMT', '2019 q3')",0.0
29213,SBAC,2019 q3,6010,0.4412164145074432,"David W. Barden, Jr",0.4064514581174447,male,BofA Global Research,"('SBAC', '2019 q3')",0.01666666753590107
29214,AMT,2019 q3,6010,0.5659683197861323,Greg P Miller,0.2343051750427333,male,SunTrust Robinson Humphrey Capital Markets,"('AMT', '2019 q3')",0.011879892088472843
29215,DLR,2019 q3,6010,0.5087447603459507,Greg P Miller,0.2468132876522526,male,SunTrust Robinson Humphrey Capital Markets,"('DLR', '2019 q3')",0.027103452011942863
29216,EQIX,2019 q3,6010,0.4921185801024926,Greg P Miller,0.1650910739996517,male,SunTrust Robinson Humphrey Capital Markets,"('EQIX', '2019 q3')",0.0
29217,SBAC,2019 q3,6010,0.4412164145074432,Greg P Miller,0.256856582660413,male,SunTrust Robinson Humphrey Capital Markets,"('SBAC', '2019 q3')",0.0
29218,AMT,2019 q3,6010,0.5659683197861323,Mr. Matthew Dolgin,0.6082973501368903,male,"Morningstar, Inc.","('AMT', '2019 q3')",0.0
29219,DLR,2019 q3,6010,0.5087447603459507,Mr. Matthew Dolgin,0.6631585242808776,male,"Morningstar, Inc.","('DLR', '2019 q3')",0.0
29220,EQIX,2019 q3,6010,0.4921185801024926,Mr. Matthew Dolgin,0.657481118353877,male,"Morningstar, Inc.","('EQIX', '2019 q3')",0.008333333767950535
29221,SBAC,2019 q3,6010,0.4412164145074432,Mr. Matthew Dolgin,0.6204027443269122,male,"Morningstar, Inc.","('SBAC', '2019 q3')",0.0
29222,AMT,2019 q3,6010,0.5659683197861323,Mr. Keith Snyder,0.6073568629120082,male,CFRA Equity Research,"('AMT', '2019 q3')",0.0
29223,DLR,2019 q3,6010,0.5087447603459507,Mr. Keith Snyder,0.4954471554715143,male,CFRA Equity Research,"('DLR', '2019 q3')",0.0
29224,EQIX,2019 q3,6010,0.4921185801024926,Mr. Keith Snyder,0.6063144879149069,male,CFRA Equity Research,"('EQIX', '2019 q3')",0.0
29225,SBAC,2019 q3,6010,0.4412164145074432,Mr. Keith Snyder,0.5484326596186532,male,CFRA Equity Research,"('SBAC', '2019 q3')",0.0
29226,AMT,2019 q3,6010,0.5659683197861323,Mr. Dean Kim,0.6884937482817096,male,William O'Neil + Co.,"('AMT', '2019 q3')",0.03333333507180214
29227,AMT,2019 q3,6010,0.5659683197861323,Jonathan Atkin,0.2645653930694538,male,RBC Capital Markets,"('AMT', '2019 q3')",0.0
29228,DLR,2019 q3,6010,0.5087447603459507,Jonathan Atkin,0.1400263962205127,male,RBC Capital Markets,"('DLR', '2019 q3')",0.0
29229,EQIX,2019 q3,6010,0.4921185801024926,Jonathan Atkin,0.1713643788775443,male,RBC Capital Markets,"('EQIX', '2019 q3')",0.0
29230,SBAC,2019 q3,6010,0.4412164145074432,Jonathan Atkin,0.1726996921099038,male,RBC Capital Markets,"('SBAC', '2019 q3')",0.0
29231,ARE,2019 q3,6010,0.5822657789426606,Sheila K. McGrath,0.4222822551805693,female,EVERCORE ISI,"('ARE', '2019 q3')",0.0
29232,ARE,2019 q3,6010,0.5822657789426606,Mr. Thomas Catherwood,0.3334655243679943,male,BTIG,"('ARE', '2019 q3')",0.04931826516985893
29233,AVB,2019 q3,6010,0.4562385331318427,Mr. James W. Sullivan,0.1440398861691935,male,BTIG,"('AVB', '2019 q3')",0.0
29234,EQR,2019 q3,6010,0.5221856332337056,Mr. James W. Sullivan,0.1819069606108059,male,BTIG,"('EQR', '2019 q3')",0.0
29235,ESS,2019 q3,6010,0.3987481215248999,Mr. James W. Sullivan,0.2128472941914575,male,BTIG,"('ESS', '2019 q3')",0.0
29236,HST,2019 q3,6010,0.4515591794254164,Mr. James W. Sullivan,0.2422175703117275,male,BTIG,"('HST', '2019 q3')",0.021661734208464622
29237,MAA,2019 q3,6010,0.3644854780302881,Mr. James W. Sullivan,0.2315368273778716,male,BTIG,"('MAA', '2019 q3')",0.0
29238,AVB,2019 q3,6010,0.4562385331318427,Mr. Derek Johnston,0.7172662293016893,male,Deutsche Bank,"('AVB', '2019 q3')",0.0
29239,PLD,2019 q3,6010,0.7096500432334321,Mr. Derek Johnston,0.8089096296790442,male,Deutsche Bank,"('PLD', '2019 q3')",0.0
29240,AVB,2019 q3,6010,0.4562385331318427,Mr. Alexander D. Goldfarb,0.5254448426452962,male,Sandler O'Neill & Partners,"('AVB', '2019 q3')",0.0
29241,EQR,2019 q3,6010,0.5221856332337056,Mr. Alexander D. Goldfarb,0.2991241546523493,male,Sandler O'Neill & Partners,"('EQR', '2019 q3')",0.0
29242,FRT,2019 q3,6010,0.3048489826480698,Mr. Alexander D. Goldfarb,0.2534536258812788,male,Sandler O'Neill & Partners,"('FRT', '2019 q3')",0.0
29243,SLG,2019 q3,6010,0.3560248404105052,Mr. Alexander D. Goldfarb,0.3021366355415627,male,Sandler O'Neill & Partners,"('SLG', '2019 q3')",0.0369449257850647
29244,SPG,2019 q3,6010,0.6374276830627426,Mr. Alexander D. Goldfarb,0.4377244433147918,male,Sandler O'Neill & Partners,"('SPG', '2019 q3')",0.0
29245,UDR,2019 q3,6010,0.4195437600395214,Mr. Alexander D. Goldfarb,0.3735861397181197,male,Sandler O'Neill & Partners,"('UDR', '2019 q3')",0.0
29246,VNO,2019 q3,6010,0.5266795212235746,Mr. Alexander D. Goldfarb,0.3989884465821747,male,Sandler O'Neill & Partners,"('VNO', '2019 q3')",0.0
29247,AVB,2019 q3,6010,0.4562385331318427,"Mr. Wes K. Golladay, CFA",0.2076706265782143,male,RBC Capital Markets,"('AVB', '2019 q3')",0.03812602534890175
29248,EQR,2019 q3,6010,0.5221856332337056,"Mr. Wes K. Golladay, CFA",0.727273024547097,male,RBC Capital Markets,"('EQR', '2019 q3')",0.03333333507180214
29249,KIM,2019 q3,6010,0.4084664491971858,"Mr. Wes K. Golladay, CFA",0.206147746597664,male,RBC Capital Markets,"('KIM', '2019 q3')",0.0
29250,AVB,2019 q3,6010,0.4562385331318427,"Jeffrey J. Donnelly, CFA",0.1697115737415374,male,"Wells Fargo Securities, LLC","('AVB', '2019 q3')",0.0
29251,FRT,2019 q3,6010,0.3048489826480698,"Jeffrey J. Donnelly, CFA",0.0929798949969956,male,"Wells Fargo Securities, LLC","('FRT', '2019 q3')",0.0
29252,KIM,2019 q3,6010,0.4084664491971858,"Jeffrey J. Donnelly, CFA",0.1443895961161856,male,"Wells Fargo Securities, LLC","('KIM', '2019 q3')",0.0
29253,SPG,2019 q3,6010,0.6374276830627426,"Jeffrey J. Donnelly, CFA",0.2424341024760108,male,"Wells Fargo Securities, LLC","('SPG', '2019 q3')",0.0
29254,BXP,2019 q3,6010,0.4054135930166594,Vaibhav Vaishnav,0.5820798216578452,male,Scotiabank GBM,"('BXP', '2019 q3')",0.0
29255,BXP,2019 q3,6010,0.4054135930166594,"Mr. Michael R. Lewis, CFA",0.2915370527432288,male,SunTrust Robinson Humphrey Capital Markets,"('BXP', '2019 q3')",0.0
29256,SLG,2019 q3,6010,0.3560248404105052,"Mr. Michael R. Lewis, CFA",0.1239089669145209,male,SunTrust Robinson Humphrey Capital Markets,"('SLG', '2019 q3')",0.023346198722720146
29257,VNO,2019 q3,6010,0.5266795212235746,"Mr. Michael R. Lewis, CFA",0.2347262161249053,male,SunTrust Robinson Humphrey Capital Markets,"('VNO', '2019 q3')",0.0
29258,DLR,2019 q3,6010,0.5087447603459507,Mr. Nate D. Crossett,0.3027787152442235,male,Berenberg,"('DLR', '2019 q3')",0.0
29259,EQIX,2019 q3,6010,0.4921185801024926,Mr. Nate D. Crossett,0.4033937126960278,male,Berenberg,"('EQIX', '2019 q3')",0.01854713074862957
29260,IRM,2019 q3,6010,0.6932162793689565,Mr. Nate D. Crossett,0.4100883317023632,male,Berenberg,"('IRM', '2019 q3')",0.0
29261,DRE,2019 q3,6010,0.8924116287446708,"Mr. Michael Wong, CFA",0.8924116287446708,male,"Morningstar, Inc.","('DRE', '2019 q3')",0.0
29262,EXR,2019 q3,6010,0.5997557909936281,"Mr. Michael Wong, CFA",0.8431804739343952,male,"Morningstar, Inc.","('EXR', '2019 q3')",0.0
29263,PLD,2019 q3,6010,0.7096500432334321,"Mr. Michael Wong, CFA",0.6701769195839178,male,"Morningstar, Inc.","('PLD', '2019 q3')",0.0
29264,PSA,2019 q3,6010,0.7341822560527596,"Mr. Michael Wong, CFA",0.5898208705506791,male,"Morningstar, Inc.","('PSA', '2019 q3')",0.0
29265,EQIX,2019 q3,6010,0.4921185801024926,"Shebly Seyrafi, CFA",0.639430664077532,male,FBN Securities,"('EQIX', '2019 q3')",0.03333333507180214
29266,EQIX,2019 q3,6010,0.4921185801024926,Sami Badri,0.3679289082619074,male,Credit Suisse,"('EQIX', '2019 q3')",0.0
29267,EQIX,2019 q3,6010,0.4921185801024926,Karin A. Ford,0.3101012184799598,female,MUFG Securities Americas Inc.,"('EQIX', '2019 q3')",0.0
29268,IRM,2019 q3,6010,0.6932162793689565,Karin A. Ford,0.4326907906681503,female,MUFG Securities Americas Inc.,"('IRM', '2019 q3')",0.0
29269,O,2019 q3,6010,0.6557508304143238,Karin A. Ford,0.3373367150685452,female,MUFG Securities Americas Inc.,"('O', '2019 q3')",0.0
29270,VTR,2019 q3,6010,0.5623276002283626,Karin A. Ford,0.3540906132146287,female,MUFG Securities Americas Inc.,"('VTR', '2019 q3')",0.0
29271,EQIX,2019 q3,6010,0.4921185801024926,"Timothy K. Horan, CFA",0.2818722095295076,male,"Oppenheimer & Co., Inc.","('EQIX', '2019 q3')",0.0
29272,EQR,2019 q3,6010,0.5221856332337056,Mr. Steve Sakwa,0.1698184018137674,male,EVERCORE ISI,"('EQR', '2019 q3')",0.0
29273,ESS,2019 q3,6010,0.3987481215248999,Mr. Steve Sakwa,0.231822087492178,male,EVERCORE ISI,"('ESS', '2019 q3')",0.0
29274,EXR,2019 q3,6010,0.5997557909936281,Mr. Steve Sakwa,0.3286067311580832,male,EVERCORE ISI,"('EXR', '2019 q3')",0.0
29275,FRT,2019 q3,6010,0.3048489826480698,Mr. Steve Sakwa,0.1309936650339942,male,EVERCORE ISI,"('FRT', '2019 q3')",0.0
29276,KIM,2019 q3,6010,0.4084664491971858,Mr. Steve Sakwa,0.2123138010871644,male,EVERCORE ISI,"('KIM', '2019 q3')",0.0
29277,PEAK,2019 q3,6010,0.4727219154775403,Mr. Steve Sakwa,0.1524171465295386,male,EVERCORE ISI,"('PEAK', '2019 q3')",0.0
29278,PLD,2019 q3,6010,0.7096500432334321,Mr. Steve Sakwa,0.4232011892631536,male,EVERCORE ISI,"('PLD', '2019 q3')",0.0
29279,PSA,2019 q3,6010,0.7341822560527596,Mr. Steve Sakwa,0.4157760109728258,male,EVERCORE ISI,"('PSA', '2019 q3')",0.0
29280,SLG,2019 q3,6010,0.3560248404105052,Mr. Steve Sakwa,0.2742823183964298,male,EVERCORE ISI,"('SLG', '2019 q3')",0.0
29281,SPG,2019 q3,6010,0.6374276830627426,Mr. Steve Sakwa,0.2659949473935047,male,EVERCORE ISI,"('SPG', '2019 q3')",0.0
29282,VTR,2019 q3,6010,0.5623276002283626,Mr. Steve Sakwa,0.7397805925769936,male,EVERCORE ISI,"('VTR', '2019 q3')",0.03333333507180214
29283,WELL,2019 q3,6010,0.6067305139206238,Mr. Steve Sakwa,0.5136569817691552,male,EVERCORE ISI,"('WELL', '2019 q3')",0.0
29284,EXR,2019 q3,6010,0.5997557909936281,Mr. Ronald Kamdem,0.4042611507064247,male,Morgan Stanley,"('EXR', '2019 q3')",0.0
29285,EXR,2019 q3,6010,0.5997557909936281,Chris Kuiper,0.5654219267242339,male,CFRA Equity Research,"('EXR', '2019 q3')",0.0
29286,FRT,2019 q3,6010,0.3048489826480698,Chris Kuiper,0.4171014752651951,male,CFRA Equity Research,"('FRT', '2019 q3')",0.0
29287,HST,2019 q3,6010,0.4515591794254164,Chris Kuiper,0.5164229314982527,male,CFRA Equity Research,"('HST', '2019 q3')",0.0
29288,IRM,2019 q3,6010,0.6932162793689565,Chris Kuiper,0.7320122495896203,male,CFRA Equity Research,"('IRM', '2019 q3')",0.0
29289,KIM,2019 q3,6010,0.4084664491971858,Chris Kuiper,0.465951052565524,male,CFRA Equity Research,"('KIM', '2019 q3')",0.0
29290,O,2019 q3,6010,0.6557508304143238,Chris Kuiper,0.5457222487625971,male,CFRA Equity Research,"('O', '2019 q3')",0.0
29291,PLD,2019 q3,6010,0.7096500432334321,Chris Kuiper,0.5490139826768996,male,CFRA Equity Research,"('PLD', '2019 q3')",0.0
29292,PSA,2019 q3,6010,0.7341822560527596,Chris Kuiper,0.6440252824746125,male,CFRA Equity Research,"('PSA', '2019 q3')",0.0
29293,REG,2019 q3,6010,0.5055628304848012,Chris Kuiper,0.503712145047709,male,CFRA Equity Research,"('REG', '2019 q3')",0.0
29294,SPG,2019 q3,6010,0.6374276830627426,Chris Kuiper,0.5263667373709505,male,CFRA Equity Research,"('SPG', '2019 q3')",0.0
29295,WY,2019 q3,6010,0.6474201672233779,Chris Kuiper,0.6005025094765939,male,CFRA Equity Research,"('WY', '2019 q3')",0.0
29296,EXR,2019 q3,6010,0.5997557909936281,"Mr. Ki Bin Kim, CFA",0.4463992576703384,male,SunTrust Robinson Humphrey Capital Markets,"('EXR', '2019 q3')",0.0
29297,FRT,2019 q3,6010,0.3048489826480698,"Mr. Ki Bin Kim, CFA",0.1379314640673983,male,SunTrust Robinson Humphrey Capital Markets,"('FRT', '2019 q3')",0.0
29298,PLD,2019 q3,6010,0.7096500432334321,"Mr. Ki Bin Kim, CFA",0.3767859826274746,male,SunTrust Robinson Humphrey Capital Markets,"('PLD', '2019 q3')",0.0
29299,HST,2019 q3,6010,0.4515591794254164,Dori Prowda,0.2767346309404678,female,"Wells Fargo Securities, LLC","('HST', '2019 q3')",0.011618844233453274
29300,HST,2019 q3,6010,0.4515591794254164,David Katz,0.3484882551193214,male,Jefferies,"('HST', '2019 q3')",0.0
29301,HST,2019 q3,6010,0.4515591794254164,C. Patrick Scholes,0.422086333832593,male,SunTrust Robinson Humphrey Capital Markets,"('HST', '2019 q3')",0.0
29302,HST,2019 q3,6010,0.4515591794254164,Thomas G. Allen,0.2992461094930133,male,Morgan Stanley,"('HST', '2019 q3')",0.0
29303,HST,2019 q3,6010,0.4515591794254164,"Mr. Rich A. Hightower, Jr",0.2183047127855647,male,EVERCORE ISI,"('HST', '2019 q3')",0.0
29304,UDR,2019 q3,6010,0.4195437600395214,"Mr. Rich A. Hightower, Jr",0.2692715138484423,male,EVERCORE ISI,"('UDR', '2019 q3')",0.0
29305,HST,2019 q3,6010,0.4515591794254164,Jared Shojaian,0.1704999634850792,male,Wolfe Research,"('HST', '2019 q3')",0.0
29306,IRM,2019 q3,6010,0.6932162793689565,Michael J. Funk,0.4085096102550418,male,BofA Global Research,"('IRM', '2019 q3')",0.026660753414034843
29307,IRM,2019 q3,6010,0.6932162793689565,Kevin D. McVeigh,0.6000554271170303,male,Credit Suisse,"('IRM', '2019 q3')",0.0
29308,IRM,2019 q3,6010,0.6932162793689565,Eric Compton,0.8857481791785975,male,"Morningstar, Inc.","('IRM', '2019 q3')",0.0
29309,KIM,2019 q3,6010,0.4084664491971858,Mr. Greg McGinniss,0.3418229095191875,male,Scotiabank GBM,"('KIM', '2019 q3')",0.0
29310,MAA,2019 q3,6010,0.3644854780302881,Mr. Trent Trujillo,0.2678454325909581,male,Scotiabank GBM,"('MAA', '2019 q3')",0.0
29311,O,2019 q3,6010,0.6557508304143238,Ms. Shivani Sood,0.4365599247652345,female,Deutsche Bank,"('O', '2019 q3')",0.0
29312,PEAK,2019 q3,6010,0.4727219154775403,Mr. Todd J. Stender,0.209699197359719,male,"Wells Fargo Securities, LLC","('PEAK', '2019 q3')",0.0
29313,PSA,2019 q3,6010,0.7341822560527596,Mr. Todd J. Stender,0.4646987200618455,male,"Wells Fargo Securities, LLC","('PSA', '2019 q3')",0.0
29314,SLG,2019 q3,6010,0.3560248404105052,Mitch B. Germain,0.3983097934106145,male,JMP Securities,"('SLG', '2019 q3')",0.03899586200714111
29315,SLG,2019 q3,6010,0.3560248404105052,Yousuf Hafuda,0.3772304063237641,male,"Morningstar, Inc.","('SLG', '2019 q3')",0.0
29316,VNO,2019 q3,6010,0.5266795212235746,Yousuf Hafuda,0.41839703342756,male,"Morningstar, Inc.","('VNO', '2019 q3')",0.0
29317,WELL,2019 q3,6010,0.6067305139206238,Mr. Steve Valiquette,0.659257538972891,male,Barclays,"('WELL', '2019 q3')",0.0
29318,WELL,2019 q3,6010,0.6067305139206238,Vikram Malhotra,0.6481690421581031,male,Morgan Stanley,"('WELL', '2019 q3')",0.0
29319,WY,2019 q3,6010,0.6474201672233779,Mr. Paul C. Quinn,0.4969543428808156,male,RBC Capital Markets,"('WY', '2019 q3')",0.0
29320,WY,2019 q3,6010,0.6474201672233779,Charles Gross,0.7089730968339457,male,"Morningstar, Inc.","('WY', '2019 q3')",0.0
29321,WY,2019 q3,6010,0.6474201672233779,"Benoit Laprade, CPA",0.5827894013646926,male,Scotiabank GBM,"('WY', '2019 q3')",0.0
29322,AIV,2019 q4,6010,0.4021507120041155,Mr. Trent Trujillo,0.1528966148236406,male,Scotiabank GBM,"('AIV', '2019 q4')",0.0
29323,MAA,2019 q4,6010,0.2589773356811894,Mr. Trent Trujillo,0.2066666416685785,male,Scotiabank GBM,"('MAA', '2019 q4')",0.0
29324,AIV,2019 q4,6010,0.4021507120041155,Mr. Aaron Hecht,0.3031835768194185,male,JMP Securities,"('AIV', '2019 q4')",0.0
29325,AVB,2019 q4,6010,0.4701959468070503,Mr. Aaron Hecht,0.1098114113942878,male,JMP Securities,"('AVB', '2019 q4')",0.0
29326,EQR,2019 q4,6010,0.5595760946800274,Mr. Aaron Hecht,0.1908671703595736,male,JMP Securities,"('EQR', '2019 q4')",0.0
29327,MAA,2019 q4,6010,0.2589773356811894,Mr. Aaron Hecht,0.110189876465798,male,JMP Securities,"('MAA', '2019 q4')",0.0
29328,UDR,2019 q4,6010,0.5025074100214378,Mr. Aaron Hecht,0.1555551037978375,male,JMP Securities,"('UDR', '2019 q4')",0.0
29329,AIV,2019 q4,6010,0.4021507120041155,Kevin Brown,0.3678494125270034,male,"Morningstar, Inc.","('AIV', '2019 q4')",0.0
29330,AVB,2019 q4,6010,0.4701959468070503,Kevin Brown,0.7183380832718608,male,"Morningstar, Inc.","('AVB', '2019 q4')",0.0
29331,EQR,2019 q4,6010,0.5595760946800274,Kevin Brown,0.8023428489524759,male,"Morningstar, Inc.","('EQR', '2019 q4')",0.0
29332,FRT,2019 q4,6010,0.667434434955982,Kevin Brown,0.5789435220872753,male,"Morningstar, Inc.","('FRT', '2019 q4')",0.0
29333,HST,2019 q4,6010,0.4849303382795844,Kevin Brown,0.4641434001799024,male,"Morningstar, Inc.","('HST', '2019 q4')",0.0
29334,KIM,2019 q4,6010,0.6192820633326996,Kevin Brown,0.7458903244357206,male,"Morningstar, Inc.","('KIM', '2019 q4')",0.0
29335,O,2019 q4,6010,0.4327027734521144,Kevin Brown,0.435024788976646,male,"Morningstar, Inc.","('O', '2019 q4')",0.0
29336,PEAK,2019 q4,6010,0.4023360910862138,Kevin Brown,0.7462963000153205,male,"Morningstar, Inc.","('PEAK', '2019 q4')",0.0
29337,REG,2019 q4,6010,0.4339184199949475,Kevin Brown,0.6942872479720916,male,"Morningstar, Inc.","('REG', '2019 q4')",0.0
29338,SPG,2019 q4,6010,0.5758480388509102,Kevin Brown,0.5828122540082296,male,"Morningstar, Inc.","('SPG', '2019 q4')",0.0
29339,VTR,2019 q4,6010,0.5567364533638173,Kevin Brown,0.4669868700817064,male,"Morningstar, Inc.","('VTR', '2019 q4')",0.0
29340,WELL,2019 q4,6010,0.4428814074329047,Kevin Brown,0.4347846421861928,male,"Morningstar, Inc.","('WELL', '2019 q4')",0.0
29341,AIV,2019 q4,6010,0.4021507120041155,"Mr. Kenneth M. Leon, CPA",0.2969462946443707,male,CFRA Equity Research,"('AIV', '2019 q4')",0.0
29342,ARE,2019 q4,6010,0.4903602914785266,"Mr. Kenneth M. Leon, CPA",0.3864648771033443,male,CFRA Equity Research,"('ARE', '2019 q4')",0.022939325869083406
29343,AVB,2019 q4,6010,0.4701959468070503,"Mr. Kenneth M. Leon, CPA",0.3130568502905163,male,CFRA Equity Research,"('AVB', '2019 q4')",0.0
29344,EQR,2019 q4,6010,0.5595760946800274,"Mr. Kenneth M. Leon, CPA",0.3245925999005395,male,CFRA Equity Research,"('EQR', '2019 q4')",0.0
29345,ESS,2019 q4,6010,0.6853847798452744,"Mr. Kenneth M. Leon, CPA",0.507707217804201,male,CFRA Equity Research,"('ESS', '2019 q4')",0.0
29346,MAA,2019 q4,6010,0.2589773356811894,"Mr. Kenneth M. Leon, CPA",0.3122564518336949,male,CFRA Equity Research,"('MAA', '2019 q4')",0.0
29347,PEAK,2019 q4,6010,0.4023360910862138,"Mr. Kenneth M. Leon, CPA",0.3328953760827038,male,CFRA Equity Research,"('PEAK', '2019 q4')",0.0
29348,SLG,2019 q4,6010,0.4808502383389126,"Mr. Kenneth M. Leon, CPA",0.2903111917115913,male,CFRA Equity Research,"('SLG', '2019 q4')",0.0
29349,UDR,2019 q4,6010,0.5025074100214378,"Mr. Kenneth M. Leon, CPA",0.3570914989070419,male,CFRA Equity Research,"('UDR', '2019 q4')",0.0
29350,VNO,2019 q4,6010,0.5647002616939996,"Mr. Kenneth M. Leon, CPA",0.3855470545575863,male,CFRA Equity Research,"('VNO', '2019 q4')",0.0
29351,VTR,2019 q4,6010,0.5567364533638173,"Mr. Kenneth M. Leon, CPA",0.4626481731924541,male,CFRA Equity Research,"('VTR', '2019 q4')",0.0
29352,WELL,2019 q4,6010,0.4428814074329047,"Mr. Kenneth M. Leon, CPA",0.3974101267189662,male,CFRA Equity Research,"('WELL', '2019 q4')",0.0
29353,AIV,2019 q4,6010,0.4021507120041155,Mr. Robert C. Stevenson,0.1058881850928979,male,Janney Montgomery Scott LLC,"('AIV', '2019 q4')",0.006174984698494275
29354,AVB,2019 q4,6010,0.4701959468070503,Mr. Robert C. Stevenson,0.1792384896747779,male,Janney Montgomery Scott LLC,"('AVB', '2019 q4')",0.0
29355,EQR,2019 q4,6010,0.5595760946800274,Mr. Robert C. Stevenson,0.297539103675379,male,Janney Montgomery Scott LLC,"('EQR', '2019 q4')",0.0
29356,MAA,2019 q4,6010,0.2589773356811894,Mr. Robert C. Stevenson,0.1779749623058841,male,Janney Montgomery Scott LLC,"('MAA', '2019 q4')",0.044227488338947296
29357,O,2019 q4,6010,0.4327027734521144,Mr. Robert C. Stevenson,0.3051030445105598,male,Janney Montgomery Scott LLC,"('O', '2019 q4')",0.042799338698387146
29358,UDR,2019 q4,6010,0.5025074100214378,Mr. Robert C. Stevenson,0.2285824285494057,male,Janney Montgomery Scott LLC,"('UDR', '2019 q4')",0.0
29359,AIV,2019 q4,6010,0.4021507120041155,"Mr. Michael R. Lewis, CFA",0.158643476473033,male,SunTrust Robinson Humphrey Capital Markets,"('AIV', '2019 q4')",0.0
29360,AVB,2019 q4,6010,0.4701959468070503,"Mr. Michael R. Lewis, CFA",0.1200367989590417,male,SunTrust Robinson Humphrey Capital Markets,"('AVB', '2019 q4')",0.0
29361,MAA,2019 q4,6010,0.2589773356811894,"Mr. Michael R. Lewis, CFA",0.1047370325121997,male,SunTrust Robinson Humphrey Capital Markets,"('MAA', '2019 q4')",0.0
29362,SLG,2019 q4,6010,0.4808502383389126,"Mr. Michael R. Lewis, CFA",0.1329951872822377,male,SunTrust Robinson Humphrey Capital Markets,"('SLG', '2019 q4')",0.0
29363,UDR,2019 q4,6010,0.5025074100214378,"Mr. Michael R. Lewis, CFA",0.2452480806035823,male,SunTrust Robinson Humphrey Capital Markets,"('UDR', '2019 q4')",0.0
29364,VNO,2019 q4,6010,0.5647002616939996,"Mr. Michael R. Lewis, CFA",0.2571163066035962,male,SunTrust Robinson Humphrey Capital Markets,"('VNO', '2019 q4')",0.0
29365,AIV,2019 q4,6010,0.4021507120041155,Mr. Richard C. Anderson,0.4057491005342515,male,"SMBC Nikko Securities America, Inc.","('AIV', '2019 q4')",0.0
29366,PEAK,2019 q4,6010,0.4023360910862138,Mr. Richard C. Anderson,0.3161463516338449,male,"SMBC Nikko Securities America, Inc.","('PEAK', '2019 q4')",0.0
29367,AIV,2019 q4,6010,0.4021507120041155,Mr. Ross L. Smotrich,0.4661800248767886,male,Barclays,"('AIV', '2019 q4')",0.0
29368,AVB,2019 q4,6010,0.4701959468070503,Mr. Ross L. Smotrich,0.7615802356712756,male,Barclays,"('AVB', '2019 q4')",0.0
29369,BXP,2019 q4,6010,0.0,Mr. Ross L. Smotrich,,male,Barclays,"('BXP', '2019 q4')",0.0
29370,DRE,2019 q4,6010,0.6759732299348182,Mr. Ross L. Smotrich,0.5834433290160111,male,Barclays,"('DRE', '2019 q4')",0.01165628619492054
29371,EQR,2019 q4,6010,0.5595760946800274,Mr. Ross L. Smotrich,0.3210757602890262,male,Barclays,"('EQR', '2019 q4')",0.0
29372,PLD,2019 q4,6010,0.6351860019405684,Mr. Ross L. Smotrich,0.4016357109454816,male,Barclays,"('PLD', '2019 q4')",0.00924484059214592
29373,SPG,2019 q4,6010,0.5758480388509102,Mr. Ross L. Smotrich,0.6596012607107613,male,Barclays,"('SPG', '2019 q4')",0.0
29374,AIV,2019 q4,6010,0.4021507120041155,Jeffrey Spector,0.4900852277500812,male,BofA Global Research,"('AIV', '2019 q4')",0.013050554320216179
29375,AVB,2019 q4,6010,0.4701959468070503,Jeffrey Spector,0.4806429344875544,male,BofA Global Research,"('AVB', '2019 q4')",0.041313353925943375
29376,EQR,2019 q4,6010,0.5595760946800274,Jeffrey Spector,0.5179929637242249,male,BofA Global Research,"('EQR', '2019 q4')",0.01318220142275095
29377,EXR,2019 q4,6010,0.5606993348340601,Jeffrey Spector,0.614578557682046,male,BofA Global Research,"('EXR', '2019 q4')",0.021139957010746002
29378,UDR,2019 q4,6010,0.5025074100214378,Jeffrey Spector,0.560244753999178,male,BofA Global Research,"('UDR', '2019 q4')",0.030967483296990395
29379,AIV,2019 q4,6010,0.4021507120041155,"Mr. Nicholas Yulico, CFA",0.159475336616332,male,Scotiabank GBM,"('AIV', '2019 q4')",0.0
29380,PLD,2019 q4,6010,0.6351860019405684,"Mr. Nicholas Yulico, CFA",0.5690747949145861,male,Scotiabank GBM,"('PLD', '2019 q4')",0.0
29381,REG,2019 q4,6010,0.4339184199949475,"Mr. Nicholas Yulico, CFA",0.2301849300723744,male,Scotiabank GBM,"('REG', '2019 q4')",0.0
29382,SLG,2019 q4,6010,0.4808502383389126,"Mr. Nicholas Yulico, CFA",0.2557300859998249,male,Scotiabank GBM,"('SLG', '2019 q4')",0.02085438370704651
29383,AIV,2019 q4,6010,0.4021507120041155,Mr. Jonathan Petersen,0.1361263432053449,male,Jefferies,"('AIV', '2019 q4')",0.0
29384,AVB,2019 q4,6010,0.4701959468070503,Mr. Jonathan Petersen,0.1049813681282003,male,Jefferies,"('AVB', '2019 q4')",0.0
29385,DLR,2019 q4,6010,0.56261048890842,Mr. Jonathan Petersen,0.3445477796899284,male,Jefferies,"('DLR', '2019 q4')",0.0
29386,EQIX,2019 q4,6010,0.4714553380409035,Mr. Jonathan Petersen,0.2037040096186819,male,Jefferies,"('EQIX', '2019 q4')",0.0
29387,EQR,2019 q4,6010,0.5595760946800274,Mr. Jonathan Petersen,0.1663770443581984,male,Jefferies,"('EQR', '2019 q4')",0.0
29388,EXR,2019 q4,6010,0.5606993348340601,Mr. Jonathan Petersen,0.4664397547724789,male,Jefferies,"('EXR', '2019 q4')",0.0
29389,MAA,2019 q4,6010,0.2589773356811894,Mr. Jonathan Petersen,0.1962930256893517,male,Jefferies,"('MAA', '2019 q4')",0.0
29390,PLD,2019 q4,6010,0.6351860019405684,Mr. Jonathan Petersen,0.2691182703894429,male,Jefferies,"('PLD', '2019 q4')",0.0
29391,SLG,2019 q4,6010,0.4808502383389126,Mr. Jonathan Petersen,0.1876510799408366,male,Jefferies,"('SLG', '2019 q4')",0.019550548400729895
29392,SPG,2019 q4,6010,0.5758480388509102,Mr. Jonathan Petersen,0.4322330414769846,male,Jefferies,"('SPG', '2019 q4')",0.0
29393,UDR,2019 q4,6010,0.5025074100214378,Mr. Jonathan Petersen,0.3710217665021794,male,Jefferies,"('UDR', '2019 q4')",0.0
29394,WELL,2019 q4,6010,0.4428814074329047,Mr. Jonathan Petersen,0.5178607905600688,male,Jefferies,"('WELL', '2019 q4')",0.0
29395,AMT,2019 q4,6010,0.3839926489807813,Jonathan Atkin,0.2084507389844612,male,RBC Capital Markets,"('AMT', '2019 q4')",0.0
29396,CCI,2019 q4,6010,0.538382164186979,Jonathan Atkin,0.3989459622383601,male,RBC Capital Markets,"('CCI', '2019 q4')",0.0
29397,DLR,2019 q4,6010,0.56261048890842,Jonathan Atkin,0.2430979151005795,male,RBC Capital Markets,"('DLR', '2019 q4')",0.0
29398,EQIX,2019 q4,6010,0.4714553380409035,Jonathan Atkin,0.138537661024847,male,RBC Capital Markets,"('EQIX', '2019 q4')",0.0
29399,AMT,2019 q4,6010,0.3839926489807813,Ms. Jennifer M. Fritzsche,0.2713621706262193,female,"Wells Fargo Securities, LLC","('AMT', '2019 q4')",0.014735480770468712
29400,CCI,2019 q4,6010,0.538382164186979,Ms. Jennifer M. Fritzsche,0.3934458741687443,female,"Wells Fargo Securities, LLC","('CCI', '2019 q4')",0.0018140381822983425
29401,DLR,2019 q4,6010,0.56261048890842,Ms. Jennifer M. Fritzsche,0.3366264651949084,female,"Wells Fargo Securities, LLC","('DLR', '2019 q4')",0.0
29402,EQIX,2019 q4,6010,0.4714553380409035,Ms. Jennifer M. Fritzsche,0.1573625713114883,female,"Wells Fargo Securities, LLC","('EQIX', '2019 q4')",0.0
29403,AMT,2019 q4,6010,0.3839926489807813,Mr. Keith Snyder,0.5528179822076962,male,CFRA Equity Research,"('AMT', '2019 q4')",0.0
29404,DLR,2019 q4,6010,0.56261048890842,Mr. Keith Snyder,0.5294656938201578,male,CFRA Equity Research,"('DLR', '2019 q4')",0.0
29405,EQIX,2019 q4,6010,0.4714553380409035,Mr. Keith Snyder,0.5901353455030836,male,CFRA Equity Research,"('EQIX', '2019 q4')",0.0
29406,SBAC,2019 q4,6010,0.591661933425409,Mr. Keith Snyder,0.5417702835594816,male,CFRA Equity Research,"('SBAC', '2019 q4')",0.0
29407,AMT,2019 q4,6010,0.3839926489807813,Mr. Matthew Dolgin,0.3689362178673603,male,"Morningstar, Inc.","('AMT', '2019 q4')",0.0
29408,DLR,2019 q4,6010,0.56261048890842,Mr. Matthew Dolgin,0.5945962523105703,male,"Morningstar, Inc.","('DLR', '2019 q4')",0.0
29409,EQIX,2019 q4,6010,0.4714553380409035,Mr. Matthew Dolgin,0.6331067538535486,male,"Morningstar, Inc.","('EQIX', '2019 q4')",0.0
29410,SBAC,2019 q4,6010,0.591661933425409,Mr. Matthew Dolgin,0.5249483405065364,male,"Morningstar, Inc.","('SBAC', '2019 q4')",0.0
29411,AMT,2019 q4,6010,0.3839926489807813,"Timothy K. Horan, CFA",0.1207314929336359,male,"Oppenheimer & Co., Inc.","('AMT', '2019 q4')",0.0
29412,EQIX,2019 q4,6010,0.4714553380409035,"Timothy K. Horan, CFA",0.151398675092742,male,"Oppenheimer & Co., Inc.","('EQIX', '2019 q4')",0.0
29413,AMT,2019 q4,6010,0.3839926489807813,"David W. Barden, Jr",0.2609359932581123,male,BofA Global Research,"('AMT', '2019 q4')",0.0
29414,CCI,2019 q4,6010,0.538382164186979,"David W. Barden, Jr",0.7246292354935226,male,BofA Global Research,"('CCI', '2019 q4')",0.03333333507180214
29415,SBAC,2019 q4,6010,0.591661933425409,"David W. Barden, Jr",0.4529382735900576,male,BofA Global Research,"('SBAC', '2019 q4')",0.0
29416,AMT,2019 q4,6010,0.3839926489807813,Simon W. Flannery,0.291517219226347,male,Morgan Stanley,"('AMT', '2019 q4')",0.013897258167465528
29417,AMT,2019 q4,6010,0.3839926489807813,Robert Gutman,0.1926644888568921,male,Guggenheim Securities LLC,"('AMT', '2019 q4')",0.0
29418,EQIX,2019 q4,6010,0.4714553380409035,Robert Gutman,0.3371188485208864,male,Guggenheim Securities LLC,"('EQIX', '2019 q4')",0.0
29419,SBAC,2019 q4,6010,0.591661933425409,Robert Gutman,0.5088392980414197,male,Guggenheim Securities LLC,"('SBAC', '2019 q4')",0.0
29420,ARE,2019 q4,6010,0.4903602914785266,Sheila K. McGrath,0.2226399738025272,female,EVERCORE ISI,"('ARE', '2019 q4')",0.0034977328032255173
29421,ARE,2019 q4,6010,0.4903602914785266,SADIF Research,0.9042026392251188,Not a person,Sadif Analytics Prime,"('ARE', '2019 q4')",0.8971303105354309
29422,DLR,2019 q4,6010,0.56261048890842,SADIF Research,0.9464872662793364,Not a person,Sadif Analytics Prime,"('DLR', '2019 q4')",0.8769086003303528
29423,EQR,2019 q4,6010,0.5595760946800274,SADIF Research,0.959870784475552,Not a person,Sadif Analytics Prime,"('EQR', '2019 q4')",0.9169705510139465
29424,ESS,2019 q4,6010,0.6853847798452744,SADIF Research,0.9376312681738402,Not a person,Sadif Analytics Prime,"('ESS', '2019 q4')",0.9114925265312195
29425,PLD,2019 q4,6010,0.6351860019405684,SADIF Research,0.9834759792344508,Not a person,Sadif Analytics Prime,"('PLD', '2019 q4')",0.970038115978241
29426,PSA,2019 q4,6010,0.7921139188488543,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PSA', '2019 q4')",0.9775790274143219
29427,UDR,2019 q4,6010,0.5025074100214378,SADIF Research,0.9937599957597832,Not a person,Sadif Analytics Prime,"('UDR', '2019 q4')",0.9782267212867737
29428,VTR,2019 q4,6010,0.5567364533638173,SADIF Research,0.982092509098024,Not a person,Sadif Analytics Prime,"('VTR', '2019 q4')",0.9465511441230774
29429,WY,2019 q4,6010,0.8542891172633502,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WY', '2019 q4')",0.9781453013420105
29430,ARE,2019 q4,6010,0.4903602914785266,Mr. Steve Sakwa,0.2085880147830554,male,EVERCORE ISI,"('ARE', '2019 q4')",0.017905037850141525
29431,AVB,2019 q4,6010,0.4701959468070503,Mr. Steve Sakwa,0.1157982407257555,male,EVERCORE ISI,"('AVB', '2019 q4')",0.011111111690600714
29432,EXR,2019 q4,6010,0.5606993348340601,Mr. Steve Sakwa,0.3587733753555722,male,EVERCORE ISI,"('EXR', '2019 q4')",0.0
29433,FRT,2019 q4,6010,0.667434434955982,Mr. Steve Sakwa,0.7397117702564061,male,EVERCORE ISI,"('FRT', '2019 q4')",0.03333333507180214
29434,PEAK,2019 q4,6010,0.4023360910862138,Mr. Steve Sakwa,0.1967927619653496,male,EVERCORE ISI,"('PEAK', '2019 q4')",0.0
29435,PLD,2019 q4,6010,0.6351860019405684,Mr. Steve Sakwa,0.2035109101147104,male,EVERCORE ISI,"('PLD', '2019 q4')",0.0
29436,PSA,2019 q4,6010,0.7921139188488543,Mr. Steve Sakwa,0.6215915853609132,male,EVERCORE ISI,"('PSA', '2019 q4')",0.0
29437,SLG,2019 q4,6010,0.4808502383389126,Mr. Steve Sakwa,0.153976253256024,male,EVERCORE ISI,"('SLG', '2019 q4')",0.0
29438,SPG,2019 q4,6010,0.5758480388509102,Mr. Steve Sakwa,0.2946943462834953,male,EVERCORE ISI,"('SPG', '2019 q4')",0.0
29439,VNO,2019 q4,6010,0.5647002616939996,Mr. Steve Sakwa,0.383972320327157,male,EVERCORE ISI,"('VNO', '2019 q4')",0.0
29440,WELL,2019 q4,6010,0.4428814074329047,Mr. Steve Sakwa,0.2388659258013445,male,EVERCORE ISI,"('WELL', '2019 q4')",0.0
29441,ARE,2019 q4,6010,0.4903602914785266,"Michael W. Carroll, CFA",0.2420189543619421,male,RBC Capital Markets,"('ARE', '2019 q4')",0.02366500161588192
29442,PEAK,2019 q4,6010,0.4023360910862138,"Michael W. Carroll, CFA",0.2013921160760771,male,RBC Capital Markets,"('PEAK', '2019 q4')",0.02330402284860611
29443,PLD,2019 q4,6010,0.6351860019405684,"Michael W. Carroll, CFA",0.2331545354148778,male,RBC Capital Markets,"('PLD', '2019 q4')",0.0
29444,VTR,2019 q4,6010,0.5567364533638173,"Michael W. Carroll, CFA",0.2233073765890459,male,RBC Capital Markets,"('VTR', '2019 q4')",0.0
29445,WELL,2019 q4,6010,0.4428814074329047,"Michael W. Carroll, CFA",0.2864688472560329,male,RBC Capital Markets,"('WELL', '2019 q4')",0.0
29446,ARE,2019 q4,6010,0.4903602914785266,Mr. James Feldman,0.4149115405385583,male,BofA Global Research,"('ARE', '2019 q4')",0.02692902833223343
29447,PLD,2019 q4,6010,0.6351860019405684,Mr. James Feldman,0.673025522229452,male,BofA Global Research,"('PLD', '2019 q4')",0.03333333507180214
29448,SLG,2019 q4,6010,0.4808502383389126,Mr. James Feldman,0.7159600371052282,male,BofA Global Research,"('SLG', '2019 q4')",0.03333333507180214
29449,VNO,2019 q4,6010,0.5647002616939996,Mr. James Feldman,0.4142359593044975,male,BofA Global Research,"('VNO', '2019 q4')",0.0
29450,AVB,2019 q4,6010,0.4701959468070503,Mr. James W. Sullivan,0.1226463116963325,male,BTIG,"('AVB', '2019 q4')",0.0
29451,HST,2019 q4,6010,0.4849303382795844,Mr. James W. Sullivan,0.2223743186084968,male,BTIG,"('HST', '2019 q4')",0.0
29452,MAA,2019 q4,6010,0.2589773356811894,Mr. James W. Sullivan,0.2353829312750064,male,BTIG,"('MAA', '2019 q4')",0.0
29453,UDR,2019 q4,6010,0.5025074100214378,Mr. James W. Sullivan,0.1888017553323629,male,BTIG,"('UDR', '2019 q4')",0.0
29454,AVB,2019 q4,6010,0.4701959468070503,Mr. Alexander D. Goldfarb,0.6284239074954476,male,Sandler O'Neill & Partners,"('AVB', '2019 q4')",0.0
29455,ESS,2019 q4,6010,0.6853847798452744,Mr. Alexander D. Goldfarb,0.6191547705879209,male,Sandler O'Neill & Partners,"('ESS', '2019 q4')",0.0
29456,FRT,2019 q4,6010,0.667434434955982,Mr. Alexander D. Goldfarb,0.5480637325745722,male,Sandler O'Neill & Partners,"('FRT', '2019 q4')",0.0
29457,KIM,2019 q4,6010,0.6192820633326996,Mr. Alexander D. Goldfarb,0.592249187174162,male,Sandler O'Neill & Partners,"('KIM', '2019 q4')",0.0
29458,SLG,2019 q4,6010,0.4808502383389126,Mr. Alexander D. Goldfarb,0.1700802207169544,male,Sandler O'Neill & Partners,"('SLG', '2019 q4')",0.027866115793585777
29459,SPG,2019 q4,6010,0.5758480388509102,Mr. Alexander D. Goldfarb,0.4961977919157564,male,Sandler O'Neill & Partners,"('SPG', '2019 q4')",0.0
29460,UDR,2019 q4,6010,0.5025074100214378,Mr. Alexander D. Goldfarb,0.3187763327803042,male,Sandler O'Neill & Partners,"('UDR', '2019 q4')",0.0
29461,VNO,2019 q4,6010,0.5647002616939996,Mr. Alexander D. Goldfarb,0.5942434841236525,male,Sandler O'Neill & Partners,"('VNO', '2019 q4')",0.0
29462,AVB,2019 q4,6010,0.4701959468070503,"Robert R. LaQuaglia, CFA",0.1222840445184392,male,"Wells Fargo Securities, LLC","('AVB', '2019 q4')",0.0
29463,EQR,2019 q4,6010,0.5595760946800274,"Robert R. LaQuaglia, CFA",0.2188845969458679,male,"Wells Fargo Securities, LLC","('EQR', '2019 q4')",0.0
29464,UDR,2019 q4,6010,0.5025074100214378,"Robert R. LaQuaglia, CFA",0.2073719029610024,male,"Wells Fargo Securities, LLC","('UDR', '2019 q4')",0.0
29465,AVB,2019 q4,6010,0.4701959468070503,Mr. Richard Hill,0.3671690326289779,male,Morgan Stanley,"('AVB', '2019 q4')",0.0
29466,KIM,2019 q4,6010,0.6192820633326996,Mr. Richard Hill,0.3456909528072689,male,Morgan Stanley,"('KIM', '2019 q4')",0.0
29467,REG,2019 q4,6010,0.4339184199949475,Mr. Richard Hill,0.2118722353432991,male,Morgan Stanley,"('REG', '2019 q4')",0.0
29468,DLR,2019 q4,6010,0.56261048890842,Colby A. Synesael,0.2438209452900849,male,Cowen and Company,"('DLR', '2019 q4')",0.0
29469,EQIX,2019 q4,6010,0.4714553380409035,Colby A. Synesael,0.2189162019113973,male,Cowen and Company,"('EQIX', '2019 q4')",0.0
29470,DLR,2019 q4,6010,0.56261048890842,"Jim D. Breen, Jr",0.3005175907157931,male,William Blair & Company,"('DLR', '2019 q4')",0.0
29471,DLR,2019 q4,6010,0.56261048890842,Greg P Miller,0.3144165324985132,male,SunTrust Robinson Humphrey Capital Markets,"('DLR', '2019 q4')",0.0
29472,SBAC,2019 q4,6010,0.591661933425409,Greg P Miller,0.5693906916254549,male,SunTrust Robinson Humphrey Capital Markets,"('SBAC', '2019 q4')",0.0
29473,DRE,2019 q4,6010,0.6759732299348182,Vikram Malhotra,0.5592418635460664,male,Morgan Stanley,"('DRE', '2019 q4')",0.0
29474,VTR,2019 q4,6010,0.5567364533638173,Vikram Malhotra,0.3897385246867297,male,Morgan Stanley,"('VTR', '2019 q4')",0.0
29475,DRE,2019 q4,6010,0.6759732299348182,Yousuf Hafuda,0.8004761218985718,male,"Morningstar, Inc.","('DRE', '2019 q4')",0.0
29476,EXR,2019 q4,6010,0.5606993348340601,Yousuf Hafuda,0.426971083037642,male,"Morningstar, Inc.","('EXR', '2019 q4')",0.0
29477,PLD,2019 q4,6010,0.6351860019405684,Yousuf Hafuda,0.6466797117643498,male,"Morningstar, Inc.","('PLD', '2019 q4')",0.0
29478,PSA,2019 q4,6010,0.7921139188488543,Yousuf Hafuda,0.6875168161881613,male,"Morningstar, Inc.","('PSA', '2019 q4')",0.0
29479,SLG,2019 q4,6010,0.4808502383389126,Yousuf Hafuda,0.7062422767941104,male,"Morningstar, Inc.","('SLG', '2019 q4')",0.0
29480,VNO,2019 q4,6010,0.5647002616939996,Yousuf Hafuda,0.7903082247707308,male,"Morningstar, Inc.","('VNO', '2019 q4')",0.0
29481,EQIX,2019 q4,6010,0.4714553380409035,"Shebly Seyrafi, CFA",0.6887355725632921,male,FBN Securities,"('EQIX', '2019 q4')",0.03333333507180214
29482,EQIX,2019 q4,6010,0.4714553380409035,Sami Badri,0.2625241511367119,male,Credit Suisse,"('EQIX', '2019 q4')",0.0
29483,ESS,2019 q4,6010,0.6853847798452744,"Mr. Wes K. Golladay, CFA",0.4618555209782286,male,RBC Capital Markets,"('ESS', '2019 q4')",0.0
29484,HST,2019 q4,6010,0.4849303382795844,"Mr. Wes K. Golladay, CFA",0.2625605949527237,male,RBC Capital Markets,"('HST', '2019 q4')",0.0
29485,KIM,2019 q4,6010,0.6192820633326996,"Mr. Wes K. Golladay, CFA",0.2251764598443529,male,RBC Capital Markets,"('KIM', '2019 q4')",0.0
29486,O,2019 q4,6010,0.4327027734521144,"Mr. Wes K. Golladay, CFA",0.3284210574354126,male,RBC Capital Markets,"('O', '2019 q4')",0.0
29487,SPG,2019 q4,6010,0.5758480388509102,"Mr. Wes K. Golladay, CFA",0.2951307276006487,male,RBC Capital Markets,"('SPG', '2019 q4')",0.0
29488,EXR,2019 q4,6010,0.5606993348340601,Chris Kuiper,0.5766312197493378,male,CFRA Equity Research,"('EXR', '2019 q4')",0.0
29489,FRT,2019 q4,6010,0.667434434955982,Chris Kuiper,0.6060084428756155,male,CFRA Equity Research,"('FRT', '2019 q4')",0.0
29490,HST,2019 q4,6010,0.4849303382795844,Chris Kuiper,0.4913086533515345,male,CFRA Equity Research,"('HST', '2019 q4')",0.0
29491,IRM,2019 q4,6010,0.9191529726491924,Chris Kuiper,0.8673396939325174,male,CFRA Equity Research,"('IRM', '2019 q4')",0.0
29492,KIM,2019 q4,6010,0.6192820633326996,Chris Kuiper,0.5007558473495429,male,CFRA Equity Research,"('KIM', '2019 q4')",0.0
29493,O,2019 q4,6010,0.4327027734521144,Chris Kuiper,0.4728521101766195,male,CFRA Equity Research,"('O', '2019 q4')",0.0
29494,PLD,2019 q4,6010,0.6351860019405684,Chris Kuiper,0.5127620658249425,male,CFRA Equity Research,"('PLD', '2019 q4')",0.0
29495,PSA,2019 q4,6010,0.7921139188488543,Chris Kuiper,0.6876460873566764,male,CFRA Equity Research,"('PSA', '2019 q4')",0.0
29496,REG,2019 q4,6010,0.4339184199949475,Chris Kuiper,0.4681577510066553,male,CFRA Equity Research,"('REG', '2019 q4')",0.0
29497,SPG,2019 q4,6010,0.5758480388509102,Chris Kuiper,0.5000084964994053,male,CFRA Equity Research,"('SPG', '2019 q4')",0.0
29498,WY,2019 q4,6010,0.8542891172633502,Chris Kuiper,0.7108230978876195,male,CFRA Equity Research,"('WY', '2019 q4')",0.0
29499,EXR,2019 q4,6010,0.5606993348340601,"Mr. Michael Wong, CFA",0.3490380015158199,male,"Morningstar, Inc.","('EXR', '2019 q4')",0.0
29500,EXR,2019 q4,6010,0.5606993348340601,Mr. Ronald Kamdem,0.4026366324196887,male,Morgan Stanley,"('EXR', '2019 q4')",0.0
29501,EXR,2019 q4,6010,0.5606993348340601,Mr. Todd J. Stender,0.3152121225878859,male,"Wells Fargo Securities, LLC","('EXR', '2019 q4')",0.0
29502,HST,2019 q4,6010,0.4849303382795844,Jared Shojaian,0.2981350161807949,male,Wolfe Research,"('HST', '2019 q4')",0.0
29503,HST,2019 q4,6010,0.4849303382795844,C. Patrick Scholes,0.5785011183489855,male,SunTrust Robinson Humphrey Capital Markets,"('HST', '2019 q4')",0.0
29504,HST,2019 q4,6010,0.4849303382795844,Thomas G. Allen,0.3353997677274344,male,Morgan Stanley,"('HST', '2019 q4')",0.0
29505,HST,2019 q4,6010,0.4849303382795844,"Mr. Rich A. Hightower, Jr",0.3574156166754195,male,EVERCORE ISI,"('HST', '2019 q4')",0.0
29506,HST,2019 q4,6010,0.4849303382795844,Chris J. Woronka,0.2356553259049658,male,Deutsche Bank,"('HST', '2019 q4')",0.0
29507,IRM,2019 q4,6010,0.9191529726491924,Michael J. Funk,0.8652412496682648,male,BofA Global Research,"('IRM', '2019 q4')",0.0
29508,IRM,2019 q4,6010,0.9191529726491924,Eric Compton,0.9921194407070408,male,"Morningstar, Inc.","('IRM', '2019 q4')",0.0
29509,KIM,2019 q4,6010,0.6192820633326996,Mr. Greg McGinniss,0.2529099056667234,male,Scotiabank GBM,"('KIM', '2019 q4')",0.0
29510,KIM,2019 q4,6010,0.6192820633326996,Mr. Derek Johnston,0.9406897831898592,male,Deutsche Bank,"('KIM', '2019 q4')",0.0
29511,PLD,2019 q4,6010,0.6351860019405684,Mr. Derek Johnston,0.7662412170830502,male,Deutsche Bank,"('PLD', '2019 q4')",0.0
29512,SLG,2019 q4,6010,0.4808502383389126,Mr. Derek Johnston,0.7093627271163997,male,Deutsche Bank,"('SLG', '2019 q4')",0.0
29513,KIM,2019 q4,6010,0.6192820633326996,"Mr. Ki Bin Kim, CFA",0.3455364997088815,male,SunTrust Robinson Humphrey Capital Markets,"('KIM', '2019 q4')",0.0
29514,PLD,2019 q4,6010,0.6351860019405684,"Mr. Ki Bin Kim, CFA",0.2239038296463008,male,SunTrust Robinson Humphrey Capital Markets,"('PLD', '2019 q4')",0.0
29515,PEAK,2019 q4,6010,0.4023360910862138,Mr. Michael P. Gorman,0.1666647504197005,male,BTIG,"('PEAK', '2019 q4')",0.0
29516,PEAK,2019 q4,6010,0.4023360910862138,Mr. Steve Valiquette,0.1862736534243859,male,Barclays,"('PEAK', '2019 q4')",0.0
29517,PLD,2019 q4,6010,0.6351860019405684,Mr. Blaine Heck,0.1950280500070457,male,"Wells Fargo Securities, LLC","('PLD', '2019 q4')",0.0
29518,SLG,2019 q4,6010,0.4808502383389126,Mr. Blaine Heck,0.1302441042064414,male,"Wells Fargo Securities, LLC","('SLG', '2019 q4')",0.02339200582355261
29519,REG,2019 q4,6010,0.4339184199949475,Ms. Tamara J. Fique,0.2113184814423656,female,"Wells Fargo Securities, LLC","('REG', '2019 q4')",0.0
29520,SLG,2019 q4,6010,0.4808502383389126,Mitch B. Germain,0.2699776734686874,male,JMP Securities,"('SLG', '2019 q4')",0.04854574054479599
29521,VTR,2019 q4,6010,0.5567364533638173,Mr. Connor Siversky,0.2276889719762809,male,Berenberg,"('VTR', '2019 q4')",0.01980312168598175
29522,WY,2019 q4,6010,0.8542891172633502,Charles Gross,0.8747503806864959,male,"Morningstar, Inc.","('WY', '2019 q4')",0.0
29523,WY,2019 q4,6010,0.8542891172633502,"Benoit Laprade, CPA",0.787738044659768,male,Scotiabank GBM,"('WY', '2019 q4')",0.0
29524,WY,2019 q4,6010,0.8542891172633502,Mr. Paul C. Quinn,0.6596994492419532,male,RBC Capital Markets,"('WY', '2019 q4')",0.0
29525,AIV,2020 q1,6010,0.622707975825388,"Mr. Kenneth M. Leon, CPA",0.4357294241182591,male,CFRA Equity Research,"('AIV', '2020 q1')",0.0
29526,ARE,2020 q1,6010,0.3143736254639799,"Mr. Kenneth M. Leon, CPA",0.4652195730042657,male,CFRA Equity Research,"('ARE', '2020 q1')",0.018773086369037628
29527,AVB,2020 q1,6010,0.6182697761013329,"Mr. Kenneth M. Leon, CPA",0.5110335029329147,male,CFRA Equity Research,"('AVB', '2020 q1')",0.0
29528,EQR,2020 q1,6010,0.5109457242795402,"Mr. Kenneth M. Leon, CPA",0.3402367217398879,male,CFRA Equity Research,"('EQR', '2020 q1')",0.0
29529,MAA,2020 q1,6010,0.5700452805333523,"Mr. Kenneth M. Leon, CPA",0.4528718118965479,male,CFRA Equity Research,"('MAA', '2020 q1')",0.0
29530,PEAK,2020 q1,6010,0.5199497077286437,"Mr. Kenneth M. Leon, CPA",0.4216330213460426,male,CFRA Equity Research,"('PEAK', '2020 q1')",0.0
29531,SLG,2020 q1,6010,0.3709233387472587,"Mr. Kenneth M. Leon, CPA",0.3511961150512948,male,CFRA Equity Research,"('SLG', '2020 q1')",0.0
29532,UDR,2020 q1,6010,0.62521203708126,"Mr. Kenneth M. Leon, CPA",0.4773730501081192,male,CFRA Equity Research,"('UDR', '2020 q1')",0.0
29533,VNO,2020 q1,6010,0.5038314445800265,"Mr. Kenneth M. Leon, CPA",0.4113397998195174,male,CFRA Equity Research,"('VNO', '2020 q1')",0.0
29534,VTR,2020 q1,6010,0.5410537745589594,"Mr. Kenneth M. Leon, CPA",0.4702327484593032,male,CFRA Equity Research,"('VTR', '2020 q1')",0.0
29535,WELL,2020 q1,6010,0.7562113702100789,"Mr. Kenneth M. Leon, CPA",0.6103511017828839,male,CFRA Equity Research,"('WELL', '2020 q1')",0.0
29536,AIV,2020 q1,6010,0.622707975825388,Mr. Aaron Hecht,0.48451173089049,male,JMP Securities,"('AIV', '2020 q1')",0.0
29537,EQR,2020 q1,6010,0.5109457242795402,Mr. Aaron Hecht,0.2682973515613728,male,JMP Securities,"('EQR', '2020 q1')",0.0
29538,MAA,2020 q1,6010,0.5700452805333523,Mr. Aaron Hecht,0.342471779888425,male,JMP Securities,"('MAA', '2020 q1')",0.0
29539,AIV,2020 q1,6010,0.622707975825388,Kevin Brown,0.4756451031703941,male,"Morningstar, Inc.","('AIV', '2020 q1')",0.0
29540,AVB,2020 q1,6010,0.6182697761013329,Kevin Brown,0.8636343098793359,male,"Morningstar, Inc.","('AVB', '2020 q1')",0.0
29541,EQR,2020 q1,6010,0.5109457242795402,Kevin Brown,0.3992198408314326,male,"Morningstar, Inc.","('EQR', '2020 q1')",0.0
29542,FRT,2020 q1,6010,0.5496276980613967,Kevin Brown,0.4892651991279387,male,"Morningstar, Inc.","('FRT', '2020 q1')",0.0
29543,HST,2020 q1,6010,0.5678492494977747,Kevin Brown,0.4403256768796749,male,"Morningstar, Inc.","('HST', '2020 q1')",0.0
29544,KIM,2020 q1,6010,0.5218725850824701,Kevin Brown,0.4225018783244856,male,"Morningstar, Inc.","('KIM', '2020 q1')",0.0
29545,O,2020 q1,6010,0.7266976633845192,Kevin Brown,0.610723518015157,male,"Morningstar, Inc.","('O', '2020 q1')",0.0
29546,PEAK,2020 q1,6010,0.5199497077286437,Kevin Brown,0.4330278096836836,male,"Morningstar, Inc.","('PEAK', '2020 q1')",0.0
29547,REG,2020 q1,6010,0.5941805128321326,Kevin Brown,0.5431990343784612,male,"Morningstar, Inc.","('REG', '2020 q1')",0.0
29548,SPG,2020 q1,6010,0.5416667440488814,Kevin Brown,0.4013488863008173,male,"Morningstar, Inc.","('SPG', '2020 q1')",0.0
29549,VTR,2020 q1,6010,0.5410537745589594,Kevin Brown,0.4026792618152127,male,"Morningstar, Inc.","('VTR', '2020 q1')",0.0
29550,WELL,2020 q1,6010,0.7562113702100789,Kevin Brown,0.6220413178764878,male,"Morningstar, Inc.","('WELL', '2020 q1')",0.0
29551,AIV,2020 q1,6010,0.622707975825388,"Mr. Nicholas Yulico, CFA",0.2950830404540833,male,Scotiabank GBM,"('AIV', '2020 q1')",0.0
29552,PEAK,2020 q1,6010,0.5199497077286437,"Mr. Nicholas Yulico, CFA",0.3015067422197635,male,Scotiabank GBM,"('PEAK', '2020 q1')",0.0
29553,REG,2020 q1,6010,0.5941805128321326,"Mr. Nicholas Yulico, CFA",0.662005203592518,male,Scotiabank GBM,"('REG', '2020 q1')",0.0
29554,SLG,2020 q1,6010,0.3709233387472587,"Mr. Nicholas Yulico, CFA",0.4472725952630628,male,Scotiabank GBM,"('SLG', '2020 q1')",0.0
29555,AIV,2020 q1,6010,0.622707975825388,Jeffrey Spector,0.6538599944626651,male,BofA Global Research,"('AIV', '2020 q1')",0.02595318853855133
29556,PSA,2020 q1,6010,0.5593469850850348,Jeffrey Spector,0.3831567154593222,male,BofA Global Research,"('PSA', '2020 q1')",0.05467880889773369
29557,AIV,2020 q1,6010,0.622707975825388,Mr. Jonathan Petersen,0.317205727555569,male,Jefferies,"('AIV', '2020 q1')",0.0
29558,AVB,2020 q1,6010,0.6182697761013329,Mr. Jonathan Petersen,0.3582240121953429,male,Jefferies,"('AVB', '2020 q1')",0.0
29559,DLR,2020 q1,6010,0.5654065872105503,Mr. Jonathan Petersen,0.2487650821218177,male,Jefferies,"('DLR', '2020 q1')",0.011235642246901989
29560,EQIX,2020 q1,6010,0.6452204074966378,Mr. Jonathan Petersen,0.2382598489677821,male,Jefferies,"('EQIX', '2020 q1')",0.0
29561,PEAK,2020 q1,6010,0.5199497077286437,Mr. Jonathan Petersen,0.2797631692041278,male,Jefferies,"('PEAK', '2020 q1')",0.0
29562,PLD,2020 q1,6010,0.5379984729016118,Mr. Jonathan Petersen,0.1992543462735574,male,Jefferies,"('PLD', '2020 q1')",0.0
29563,SLG,2020 q1,6010,0.3709233387472587,Mr. Jonathan Petersen,0.185531413490854,male,Jefferies,"('SLG', '2020 q1')",0.031246604397892952
29564,UDR,2020 q1,6010,0.62521203708126,Mr. Jonathan Petersen,0.3417546823172887,male,Jefferies,"('UDR', '2020 q1')",0.0
29565,AIV,2020 q1,6010,0.622707975825388,SADIF Research,0.9241828311761576,Not a person,Sadif Analytics Prime,"('AIV', '2020 q1')",0.8858379125595093
29566,DRE,2020 q1,6010,0.6359047050914726,SADIF Research,0.9503665595031634,Not a person,Sadif Analytics Prime,"('DRE', '2020 q1')",0.9353424310684204
29567,EQIX,2020 q1,6010,0.6452204074966378,SADIF Research,0.9804175973588812,Not a person,Sadif Analytics Prime,"('EQIX', '2020 q1')",0.9372184872627258
29568,EQR,2020 q1,6010,0.5109457242795402,SADIF Research,0.950938467419499,Not a person,Sadif Analytics Prime,"('EQR', '2020 q1')",0.9168701171875
29569,EXR,2020 q1,6010,0.903732126157902,SADIF Research,0.9930151826980556,Not a person,Sadif Analytics Prime,"('EXR', '2020 q1')",0.9594388604164124
29570,HST,2020 q1,6010,0.5678492494977747,SADIF Research,0.8937127233338016,Not a person,Sadif Analytics Prime,"('HST', '2020 q1')",0.8688043355941772
29571,IRM,2020 q1,6010,0.886012804555859,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('IRM', '2020 q1')",0.9659250974655151
29572,MAA,2020 q1,6010,0.5700452805333523,SADIF Research,0.9605743269238975,Not a person,Sadif Analytics Prime,"('MAA', '2020 q1')",0.9660221338272095
29573,O,2020 q1,6010,0.7266976633845192,SADIF Research,0.9426708897943958,Not a person,Sadif Analytics Prime,"('O', '2020 q1')",0.9028813242912292
29574,PEAK,2020 q1,6010,0.5199497077286437,SADIF Research,0.9930164384807124,Not a person,Sadif Analytics Prime,"('PEAK', '2020 q1')",0.9702966213226318
29575,UDR,2020 q1,6010,0.62521203708126,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('UDR', '2020 q1')",0.9783067107200623
29576,VTR,2020 q1,6010,0.5410537745589594,SADIF Research,0.9913996441962964,Not a person,Sadif Analytics Prime,"('VTR', '2020 q1')",0.9460780620574951
29577,WELL,2020 q1,6010,0.7562113702100789,SADIF Research,0.9947959997198778,Not a person,Sadif Analytics Prime,"('WELL', '2020 q1')",0.9649924039840698
29578,AMT,2020 q1,6010,0.4051697239233269,Greg P Miller,0.2017757505863204,male,SunTrust Robinson Humphrey Capital Markets,"('AMT', '2020 q1')",0.0
29579,DLR,2020 q1,6010,0.5654065872105503,Greg P Miller,0.3700423147164113,male,SunTrust Robinson Humphrey Capital Markets,"('DLR', '2020 q1')",0.0
29580,AMT,2020 q1,6010,0.4051697239233269,Mr. Matthew Dolgin,0.4186048518213059,male,"Morningstar, Inc.","('AMT', '2020 q1')",0.02118376698344946
29581,DLR,2020 q1,6010,0.5654065872105503,Mr. Matthew Dolgin,0.6595600236811615,male,"Morningstar, Inc.","('DLR', '2020 q1')",0.0
29582,EQIX,2020 q1,6010,0.6452204074966378,Mr. Matthew Dolgin,0.8449486936613958,male,"Morningstar, Inc.","('EQIX', '2020 q1')",0.0
29583,SBAC,2020 q1,6010,0.4920304235399505,Mr. Matthew Dolgin,0.4399278058818756,male,"Morningstar, Inc.","('SBAC', '2020 q1')",0.0
29584,AMT,2020 q1,6010,0.4051697239233269,Mr. Keith Snyder,0.6405874626288098,male,CFRA Equity Research,"('AMT', '2020 q1')",0.0
29585,DLR,2020 q1,6010,0.5654065872105503,Mr. Keith Snyder,0.6209662647180759,male,CFRA Equity Research,"('DLR', '2020 q1')",0.0
29586,EQIX,2020 q1,6010,0.6452204074966378,Mr. Keith Snyder,0.691102482181797,male,CFRA Equity Research,"('EQIX', '2020 q1')",0.0
29587,SBAC,2020 q1,6010,0.4920304235399505,Mr. Keith Snyder,0.5967389103353827,male,CFRA Equity Research,"('SBAC', '2020 q1')",0.0
29588,AMT,2020 q1,6010,0.4051697239233269,Simon W. Flannery,0.2827477703294811,male,Morgan Stanley,"('AMT', '2020 q1')",0.0
29589,AMT,2020 q1,6010,0.4051697239233269,"Timothy K. Horan, CFA",0.1499153225458975,male,"Oppenheimer & Co., Inc.","('AMT', '2020 q1')",0.0
29590,AMT,2020 q1,6010,0.4051697239233269,Jonathan Atkin,0.1890151160529527,male,RBC Capital Markets,"('AMT', '2020 q1')",0.0
29591,CCI,2020 q1,6010,0.121827664662932,Jonathan Atkin,0.1339660710136062,male,RBC Capital Markets,"('CCI', '2020 q1')",0.0
29592,DLR,2020 q1,6010,0.5654065872105503,Jonathan Atkin,0.2615562242932231,male,RBC Capital Markets,"('DLR', '2020 q1')",0.0
29593,EQIX,2020 q1,6010,0.6452204074966378,Jonathan Atkin,0.2388149764360161,male,RBC Capital Markets,"('EQIX', '2020 q1')",0.0
29594,SBAC,2020 q1,6010,0.4920304235399505,Jonathan Atkin,0.3591685556109582,male,RBC Capital Markets,"('SBAC', '2020 q1')",0.0
29595,AMT,2020 q1,6010,0.4051697239233269,Ms. Jennifer M. Fritzsche,0.2909512245610753,female,"Wells Fargo Securities, LLC","('AMT', '2020 q1')",0.0
29596,CCI,2020 q1,6010,0.121827664662932,Ms. Jennifer M. Fritzsche,0.097463710266296,female,"Wells Fargo Securities, LLC","('CCI', '2020 q1')",0.0
29597,DLR,2020 q1,6010,0.5654065872105503,Ms. Jennifer M. Fritzsche,0.344601259458199,female,"Wells Fargo Securities, LLC","('DLR', '2020 q1')",0.0
29598,EQIX,2020 q1,6010,0.6452204074966378,Ms. Jennifer M. Fritzsche,0.2880165451063142,female,"Wells Fargo Securities, LLC","('EQIX', '2020 q1')",0.0
29599,SBAC,2020 q1,6010,0.4920304235399505,Ms. Jennifer M. Fritzsche,0.2742544934629045,female,"Wells Fargo Securities, LLC","('SBAC', '2020 q1')",0.0
29600,ARE,2020 q1,6010,0.3143736254639799,Mr. Ross L. Smotrich,0.1657576269879174,male,Barclays,"('ARE', '2020 q1')",0.01340223103761673
29601,DLR,2020 q1,6010,0.5654065872105503,Mr. Ross L. Smotrich,0.7382942115542519,male,Barclays,"('DLR', '2020 q1')",0.0
29602,DRE,2020 q1,6010,0.6359047050914726,Mr. Ross L. Smotrich,0.3531264833216553,male,Barclays,"('DRE', '2020 q1')",0.027585580945014954
29603,KIM,2020 q1,6010,0.5218725850824701,Mr. Ross L. Smotrich,0.4439548998170959,male,Barclays,"('KIM', '2020 q1')",0.0
29604,MAA,2020 q1,6010,0.5700452805333523,Mr. Ross L. Smotrich,0.4053586916422281,male,Barclays,"('MAA', '2020 q1')",0.0
29605,SPG,2020 q1,6010,0.5416667440488814,Mr. Ross L. Smotrich,0.6724078649954733,male,Barclays,"('SPG', '2020 q1')",0.0
29606,ARE,2020 q1,6010,0.3143736254639799,Sheila K. McGrath,0.2135806681831086,female,EVERCORE ISI,"('ARE', '2020 q1')",0.0
29607,ARE,2020 q1,6010,0.3143736254639799,Mr. Thomas Catherwood,0.1478978520469224,male,BTIG,"('ARE', '2020 q1')",0.0
29608,DRE,2020 q1,6010,0.6359047050914726,Mr. Thomas Catherwood,0.3445997875776476,male,BTIG,"('DRE', '2020 q1')",0.0
29609,ARE,2020 q1,6010,0.3143736254639799,Vikram Malhotra,0.2974853169018125,male,Morgan Stanley Fixed Income Research,"('ARE', '2020 q1')",0.0
29610,ARE,2020 q1,6010,0.3143736254639799,Vikram Malhotra,0.2974853169018125,male,Morgan Stanley,"('ARE', '2020 q1')",0.0
29611,DRE,2020 q1,6010,0.6359047050914726,Vikram Malhotra,0.4156108138580202,male,Morgan Stanley Fixed Income Research,"('DRE', '2020 q1')",0.0
29612,DRE,2020 q1,6010,0.6359047050914726,Vikram Malhotra,0.4156108138580202,male,Morgan Stanley,"('DRE', '2020 q1')",0.0
29613,PEAK,2020 q1,6010,0.5199497077286437,Vikram Malhotra,0.3347235944306925,male,Morgan Stanley Fixed Income Research,"('PEAK', '2020 q1')",0.0
29614,PEAK,2020 q1,6010,0.5199497077286437,Vikram Malhotra,0.3347235944306925,male,Morgan Stanley,"('PEAK', '2020 q1')",0.0
29615,PLD,2020 q1,6010,0.5379984729016118,Vikram Malhotra,0.3764862797309846,male,Morgan Stanley Fixed Income Research,"('PLD', '2020 q1')",0.0
29616,PLD,2020 q1,6010,0.5379984729016118,Vikram Malhotra,0.3764862797309846,male,Morgan Stanley,"('PLD', '2020 q1')",0.0
29617,VTR,2020 q1,6010,0.5410537745589594,Vikram Malhotra,0.3112102761525949,male,Morgan Stanley Fixed Income Research,"('VTR', '2020 q1')",0.0
29618,VTR,2020 q1,6010,0.5410537745589594,Vikram Malhotra,0.3112102761525949,male,Morgan Stanley,"('VTR', '2020 q1')",0.0
29619,AVB,2020 q1,6010,0.6182697761013329,Mr. Steve Sakwa,0.4201220608979545,male,EVERCORE ISI,"('AVB', '2020 q1')",0.0
29620,ESS,2020 q1,6010,0.0,Mr. Steve Sakwa,,male,EVERCORE ISI,"('ESS', '2020 q1')",0.0
29621,EXR,2020 q1,6010,0.903732126157902,Mr. Steve Sakwa,0.803042969082615,male,EVERCORE ISI,"('EXR', '2020 q1')",0.0
29622,FRT,2020 q1,6010,0.5496276980613967,Mr. Steve Sakwa,0.7239181653679194,male,EVERCORE ISI,"('FRT', '2020 q1')",0.03333333507180214
29623,KIM,2020 q1,6010,0.5218725850824701,Mr. Steve Sakwa,0.726690686922645,male,EVERCORE ISI,"('KIM', '2020 q1')",0.03333333507180214
29624,PLD,2020 q1,6010,0.5379984729016118,Mr. Steve Sakwa,0.2436946725239374,male,EVERCORE ISI,"('PLD', '2020 q1')",0.0
29625,PSA,2020 q1,6010,0.5593469850850348,Mr. Steve Sakwa,0.4179363760038205,male,EVERCORE ISI,"('PSA', '2020 q1')",0.0
29626,SLG,2020 q1,6010,0.3709233387472587,Mr. Steve Sakwa,0.2084051282873425,male,EVERCORE ISI,"('SLG', '2020 q1')",0.0
29627,SPG,2020 q1,6010,0.5416667440488814,Mr. Steve Sakwa,0.1312081870484285,male,EVERCORE ISI,"('SPG', '2020 q1')",0.0
29628,VTR,2020 q1,6010,0.5410537745589594,Mr. Steve Sakwa,0.3427423948991452,male,EVERCORE ISI,"('VTR', '2020 q1')",0.0
29629,AVB,2020 q1,6010,0.6182697761013329,Mr. Richard Hill,0.5608605350838711,male,Morgan Stanley,"('AVB', '2020 q1')",0.0
29630,KIM,2020 q1,6010,0.5218725850824701,Mr. Richard Hill,0.6361003384574824,male,Morgan Stanley,"('KIM', '2020 q1')",0.0
29631,REG,2020 q1,6010,0.5941805128321326,Mr. Richard Hill,0.4269675113624393,male,Morgan Stanley,"('REG', '2020 q1')",0.0
29632,SPG,2020 q1,6010,0.5416667440488814,Mr. Richard Hill,0.4564057352548532,male,Morgan Stanley,"('SPG', '2020 q1')",0.0
29633,UDR,2020 q1,6010,0.62521203708126,Mr. Richard Hill,0.5876286011877951,male,Morgan Stanley,"('UDR', '2020 q1')",0.0
29634,CCI,2020 q1,6010,0.121827664662932,"David W. Barden, Jr",0.1058537289549604,male,BofA Global Research,"('CCI', '2020 q1')",0.0
29635,SBAC,2020 q1,6010,0.4920304235399505,"David W. Barden, Jr",0.4348683152338981,male,BofA Global Research,"('SBAC', '2020 q1')",0.0
29636,DLR,2020 q1,6010,0.5654065872105503,Colby A. Synesael,0.3377520599819643,male,Cowen and Company,"('DLR', '2020 q1')",0.0
29637,DLR,2020 q1,6010,0.5654065872105503,Mr. Nate D. Crossett,0.3087695917935495,male,Berenberg,"('DLR', '2020 q1')",0.0
29638,EQIX,2020 q1,6010,0.6452204074966378,Mr. Nate D. Crossett,0.5741980723512197,male,Berenberg,"('EQIX', '2020 q1')",0.01889239065349102
29639,IRM,2020 q1,6010,0.886012804555859,Mr. Nate D. Crossett,0.7882186443496161,male,Berenberg,"('IRM', '2020 q1')",0.0
29640,DRE,2020 q1,6010,0.6359047050914726,Chris Kuiper,0.6235105610299186,male,CFRA Equity Research,"('DRE', '2020 q1')",0.0
29641,EXR,2020 q1,6010,0.903732126157902,Chris Kuiper,0.8247707289706029,male,CFRA Equity Research,"('EXR', '2020 q1')",0.0
29642,FRT,2020 q1,6010,0.5496276980613967,Chris Kuiper,0.5307853442320021,male,CFRA Equity Research,"('FRT', '2020 q1')",0.0
29643,HST,2020 q1,6010,0.5678492494977747,Chris Kuiper,0.5636690009426844,male,CFRA Equity Research,"('HST', '2020 q1')",0.0
29644,IRM,2020 q1,6010,0.886012804555859,Chris Kuiper,0.8401573498848413,male,CFRA Equity Research,"('IRM', '2020 q1')",0.0
29645,KIM,2020 q1,6010,0.5218725850824701,Chris Kuiper,0.5183534079538936,male,CFRA Equity Research,"('KIM', '2020 q1')",0.0
29646,O,2020 q1,6010,0.7266976633845192,Chris Kuiper,0.6509405727017631,male,CFRA Equity Research,"('O', '2020 q1')",0.0
29647,PLD,2020 q1,6010,0.5379984729016118,Chris Kuiper,0.5039089255068274,male,CFRA Equity Research,"('PLD', '2020 q1')",0.0
29648,PSA,2020 q1,6010,0.5593469850850348,Chris Kuiper,0.5872824295627947,male,CFRA Equity Research,"('PSA', '2020 q1')",0.0
29649,REG,2020 q1,6010,0.5941805128321326,Chris Kuiper,0.5767745425960565,male,CFRA Equity Research,"('REG', '2020 q1')",0.0
29650,SPG,2020 q1,6010,0.5416667440488814,Chris Kuiper,0.5212061439931274,male,CFRA Equity Research,"('SPG', '2020 q1')",0.0
29651,WY,2020 q1,6010,0.6432555791894605,Chris Kuiper,0.63769433165289,male,CFRA Equity Research,"('WY', '2020 q1')",0.0
29652,DRE,2020 q1,6010,0.6359047050914726,Yousuf Hafuda,0.5580137539163311,male,"Morningstar, Inc.","('DRE', '2020 q1')",0.0
29653,EXR,2020 q1,6010,0.903732126157902,Yousuf Hafuda,0.8993919646978822,male,"Morningstar, Inc.","('EXR', '2020 q1')",0.0
29654,PLD,2020 q1,6010,0.5379984729016118,Yousuf Hafuda,0.5836046408326911,male,"Morningstar, Inc.","('PLD', '2020 q1')",0.0
29655,PSA,2020 q1,6010,0.5593469850850348,Yousuf Hafuda,0.5311037211168907,male,"Morningstar, Inc.","('PSA', '2020 q1')",0.0
29656,SLG,2020 q1,6010,0.3709233387472587,Yousuf Hafuda,0.4225615403367302,male,"Morningstar, Inc.","('SLG', '2020 q1')",0.0038507010787725447
29657,VNO,2020 q1,6010,0.5038314445800265,Yousuf Hafuda,0.4796507752200089,male,"Morningstar, Inc.","('VNO', '2020 q1')",0.0
29658,EQIX,2020 q1,6010,0.6452204074966378,Robert Gutman,0.3536969926939006,male,Guggenheim Securities LLC,"('EQIX', '2020 q1')",0.0
29659,EQIX,2020 q1,6010,0.6452204074966378,Sami Badri,0.3566837110355224,male,Credit Suisse,"('EQIX', '2020 q1')",0.0
29660,EQR,2020 q1,6010,0.5109457242795402,Mr. Robert C. Stevenson,0.3461927877567014,male,Janney Montgomery Scott LLC,"('EQR', '2020 q1')",0.0
29661,MAA,2020 q1,6010,0.5700452805333523,Mr. Robert C. Stevenson,0.2904726073424589,male,Janney Montgomery Scott LLC,"('MAA', '2020 q1')",0.07758942991495132
29662,O,2020 q1,6010,0.7266976633845192,Mr. Robert C. Stevenson,0.5039391408745929,male,Janney Montgomery Scott LLC,"('O', '2020 q1')",0.030251579359173775
29663,UDR,2020 q1,6010,0.62521203708126,Mr. Robert C. Stevenson,0.2628601458425991,male,Janney Montgomery Scott LLC,"('UDR', '2020 q1')",0.0
29664,EQR,2020 q1,6010,0.5109457242795402,Mr. James W. Sullivan,0.1876652592544715,male,BTIG,"('EQR', '2020 q1')",0.032172802835702896
29665,HST,2020 q1,6010,0.5678492494977747,Mr. James W. Sullivan,0.5251867668205743,male,BTIG,"('HST', '2020 q1')",0.05362214520573616
29666,SPG,2020 q1,6010,0.5416667440488814,Mr. James W. Sullivan,0.2136121888786248,male,BTIG,"('SPG', '2020 q1')",0.0
29667,FRT,2020 q1,6010,0.5496276980613967,Mr. Alexander D. Goldfarb,0.3602428854319608,male,Piper Sandler Companies,"('FRT', '2020 q1')",0.0
29668,KIM,2020 q1,6010,0.5218725850824701,Mr. Alexander D. Goldfarb,0.305629211071046,male,Piper Sandler Companies,"('KIM', '2020 q1')",0.0
29669,SLG,2020 q1,6010,0.3709233387472587,Mr. Alexander D. Goldfarb,0.2489375381819456,male,Piper Sandler Companies,"('SLG', '2020 q1')",0.0
29670,SPG,2020 q1,6010,0.5416667440488814,Mr. Alexander D. Goldfarb,0.3984970737879232,male,Piper Sandler Companies,"('SPG', '2020 q1')",0.0
29671,UDR,2020 q1,6010,0.62521203708126,Mr. Alexander D. Goldfarb,0.6130966919340286,male,Piper Sandler Companies,"('UDR', '2020 q1')",0.0
29672,VNO,2020 q1,6010,0.5038314445800265,Mr. Alexander D. Goldfarb,0.5006159959171868,male,Piper Sandler Companies,"('VNO', '2020 q1')",0.0
29673,FRT,2020 q1,6010,0.5496276980613967,"Mr. Ki Bin Kim, CFA",0.3416010533924988,male,SunTrust Robinson Humphrey Capital Markets,"('FRT', '2020 q1')",0.0
29674,PLD,2020 q1,6010,0.5379984729016118,"Mr. Ki Bin Kim, CFA",0.1835365999847875,male,SunTrust Robinson Humphrey Capital Markets,"('PLD', '2020 q1')",0.0
29675,REG,2020 q1,6010,0.5941805128321326,"Mr. Ki Bin Kim, CFA",0.397728198570619,male,SunTrust Robinson Humphrey Capital Markets,"('REG', '2020 q1')",0.02054300718009472
29676,FRT,2020 q1,6010,0.5496276980613967,Ms. Tamara J. Fique,0.298832161084081,female,"Wells Fargo Securities, LLC","('FRT', '2020 q1')",0.0
29677,KIM,2020 q1,6010,0.5218725850824701,Ms. Tamara J. Fique,0.2059577386663883,female,"Wells Fargo Securities, LLC","('KIM', '2020 q1')",0.0
29678,SPG,2020 q1,6010,0.5416667440488814,Ms. Tamara J. Fique,0.1462073049964825,female,"Wells Fargo Securities, LLC","('SPG', '2020 q1')",0.010988046104709307
29679,HST,2020 q1,6010,0.5678492494977747,Dori L. Kesten,0.2310045150624858,female,"Wells Fargo Securities, LLC","('HST', '2020 q1')",0.021617699414491653
29680,HST,2020 q1,6010,0.5678492494977747,David Katz,0.2682019276071524,male,Jefferies,"('HST', '2020 q1')",0.0
29681,HST,2020 q1,6010,0.5678492494977747,Mr. Anthony F. F. Powell,0.3362573046355943,male,Barclays,"('HST', '2020 q1')",0.0
29682,HST,2020 q1,6010,0.5678492494977747,"Mr. Wes K. Golladay, CFA",0.376773756293788,male,RBC Capital Markets,"('HST', '2020 q1')",0.029875636100769043
29683,KIM,2020 q1,6010,0.5218725850824701,"Mr. Wes K. Golladay, CFA",0.2202134198071274,male,RBC Capital Markets,"('KIM', '2020 q1')",0.0
29684,HST,2020 q1,6010,0.5678492494977747,Jared Shojaian,0.2806310753523757,male,Wolfe Research,"('HST', '2020 q1')",0.0
29685,HST,2020 q1,6010,0.5678492494977747,C. Patrick Scholes,0.2788001565266366,male,SunTrust Robinson Humphrey Capital Markets,"('HST', '2020 q1')",0.019441334530711174
29686,HST,2020 q1,6010,0.5678492494977747,Thomas G. Allen,0.4000071937809998,male,Morgan Stanley,"('HST', '2020 q1')",0.0
29687,IRM,2020 q1,6010,0.886012804555859,Michael J. Funk,0.7955234715516943,male,BofA Global Research,"('IRM', '2020 q1')",0.0
29688,IRM,2020 q1,6010,0.886012804555859,Mr. Eric T. Luebchow,0.8110385287660894,male,"Wells Fargo Securities, LLC","('IRM', '2020 q1')",0.0
29689,KIM,2020 q1,6010,0.5218725850824701,Mr. Craig R. Schmidt,0.1602264392203191,male,BofA Global Research,"('KIM', '2020 q1')",0.0
29690,SPG,2020 q1,6010,0.5416667440488814,Mr. Craig R. Schmidt,0.1966508105691733,male,BofA Global Research,"('SPG', '2020 q1')",0.0
29691,KIM,2020 q1,6010,0.5218725850824701,Ms. Linda Tsai,0.1900395841846262,female,Jefferies,"('KIM', '2020 q1')",0.0
29692,SPG,2020 q1,6010,0.5416667440488814,Ms. Linda Tsai,0.1330211537583902,female,Jefferies,"('SPG', '2020 q1')",0.0
29693,PEAK,2020 q1,6010,0.5199497077286437,Mr. Todd J. Stender,0.2083985625057191,male,"Wells Fargo Securities, LLC","('PEAK', '2020 q1')",0.018741320818662643
29694,PEAK,2020 q1,6010,0.5199497077286437,"Michael W. Carroll, CFA",0.2073577491870886,male,RBC Capital Markets,"('PEAK', '2020 q1')",0.0
29695,VTR,2020 q1,6010,0.5410537745589594,"Michael W. Carroll, CFA",0.209445384316833,male,RBC Capital Markets,"('VTR', '2020 q1')",0.0
29696,PLD,2020 q1,6010,0.5379984729016118,Mr. Derek Johnston,0.8250399973219391,male,Deutsche Bank,"('PLD', '2020 q1')",0.0
29697,SPG,2020 q1,6010,0.5416667440488814,Mr. Derek Johnston,0.809017178987187,male,Deutsche Bank,"('SPG', '2020 q1')",0.0
29698,PLD,2020 q1,6010,0.5379984729016118,Mr. Blaine Heck,0.1921670353304048,male,"Wells Fargo Securities, LLC","('PLD', '2020 q1')",0.0
29699,SLG,2020 q1,6010,0.3709233387472587,Mr. Blaine Heck,0.1128882470358457,male,"Wells Fargo Securities, LLC","('SLG', '2020 q1')",0.015862876549363136
29700,PLD,2020 q1,6010,0.5379984729016118,Mr. James Feldman,0.5414327323028425,male,BofA Global Research,"('PLD', '2020 q1')",0.04223610460758209
29701,VNO,2020 q1,6010,0.5038314445800265,Mr. James Feldman,0.4255905980363028,male,BofA Global Research,"('VNO', '2020 q1')",0.04278254881501198
29702,PSA,2020 q1,6010,0.5593469850850348,Mr. Ronald Kamdem,0.5158591613038267,male,Morgan Stanley Fixed Income Research,"('PSA', '2020 q1')",0.0
29703,SPG,2020 q1,6010,0.5416667440488814,Mr. Greg McGinniss,0.6401197516205437,male,Scotiabank GBM,"('SPG', '2020 q1')",0.0
29704,SPG,2020 q1,6010,0.5416667440488814,Mr. Samir Khanal,0.2329141074468037,male,EVERCORE ISI,"('SPG', '2020 q1')",0.020193761214613914
29705,UDR,2020 q1,6010,0.62521203708126,"Mr. Rich A. Hightower, Jr",0.3054469309007864,male,EVERCORE ISI,"('UDR', '2020 q1')",0.0
29706,VTR,2020 q1,6010,0.5410537745589594,Mr. Richard C. Anderson,0.3702384815598966,male,"SMBC Nikko Securities America, Inc.","('VTR', '2020 q1')",0.0
29707,WELL,2020 q1,6010,0.7562113702100789,Mr. Richard C. Anderson,0.7379202656138569,male,"SMBC Nikko Securities America, Inc.","('WELL', '2020 q1')",0.0
29708,VTR,2020 q1,6010,0.5410537745589594,Mr. Connor Siversky,0.2399593726081765,male,Berenberg,"('VTR', '2020 q1')",0.0
29709,WELL,2020 q1,6010,0.7562113702100789,Mr. Steve Valiquette,0.4848484965428459,male,Barclays,"('WELL', '2020 q1')",0.0
29710,WY,2020 q1,6010,0.6432555791894605,Charles Gross,0.6652034320246835,male,"Morningstar, Inc.","('WY', '2020 q1')",0.0
29711,WY,2020 q1,6010,0.6432555791894605,"Benoit Laprade, CPA",0.5867868083185513,male,Scotiabank GBM,"('WY', '2020 q1')",0.0
29712,WY,2020 q1,6010,0.6432555791894605,George L. Staphos,0.483038339736483,male,BofA Global Research,"('WY', '2020 q1')",0.0
29713,AIV,2020 q2,6010,0.2935322594969388,Kevin Brown,0.3669595207886876,male,"Morningstar, Inc.","('AIV', '2020 q2')",0.0
29714,AVB,2020 q2,6010,0.5697356015285974,Kevin Brown,0.4631855807967936,male,"Morningstar, Inc.","('AVB', '2020 q2')",0.0
29715,ESS,2020 q2,6010,0.8184746872969672,Kevin Brown,0.8184746872969672,male,"Morningstar, Inc.","('ESS', '2020 q2')",0.0
29716,FRT,2020 q2,6010,0.6991313889516525,Kevin Brown,0.71391804923971,male,"Morningstar, Inc.","('FRT', '2020 q2')",0.0
29717,HST,2020 q2,6010,0.6143773084286581,Kevin Brown,0.4677092928620787,male,"Morningstar, Inc.","('HST', '2020 q2')",0.006122690625488758
29718,KIM,2020 q2,6010,0.7000906178232353,Kevin Brown,0.8327778559230148,male,"Morningstar, Inc.","('KIM', '2020 q2')",0.0
29719,O,2020 q2,6010,0.7552637691339104,Kevin Brown,0.8323843219107923,male,"Morningstar, Inc.","('O', '2020 q2')",0.0
29720,PEAK,2020 q2,6010,0.4147131487858502,Kevin Brown,0.472274059705842,male,"Morningstar, Inc.","('PEAK', '2020 q2')",0.0
29721,REG,2020 q2,6010,0.7529276619810283,Kevin Brown,0.8059134865790764,male,"Morningstar, Inc.","('REG', '2020 q2')",0.0
29722,SPG,2020 q2,6010,0.6276490255562471,Kevin Brown,0.5272423103194007,male,"Morningstar, Inc.","('SPG', '2020 q2')",0.0
29723,VTR,2020 q2,6010,0.4940630270624915,Kevin Brown,0.432689967881453,male,"Morningstar, Inc.","('VTR', '2020 q2')",0.0
29724,WELL,2020 q2,6010,0.5238878736739101,Kevin Brown,0.5002581086570766,male,"Morningstar, Inc.","('WELL', '2020 q2')",0.0
29725,AIV,2020 q2,6010,0.2935322594969388,"Mr. Kenneth M. Leon, CPA",0.3467008906242605,male,CFRA Equity Research,"('AIV', '2020 q2')",0.0
29726,ARE,2020 q2,6010,0.6512780373921088,"Mr. Kenneth M. Leon, CPA",0.59338413103164,male,CFRA Equity Research,"('ARE', '2020 q2')",0.017573715187609196
29727,AVB,2020 q2,6010,0.5697356015285974,"Mr. Kenneth M. Leon, CPA",0.4423021826614447,male,CFRA Equity Research,"('AVB', '2020 q2')",0.0
29728,EQR,2020 q2,6010,0.5654134688147867,"Mr. Kenneth M. Leon, CPA",0.4860308487632646,male,CFRA Equity Research,"('EQR', '2020 q2')",0.0
29729,MAA,2020 q2,6010,0.3604363677492993,"Mr. Kenneth M. Leon, CPA",0.3604363677492992,male,CFRA Equity Research,"('MAA', '2020 q2')",0.0
29730,PEAK,2020 q2,6010,0.4147131487858502,"Mr. Kenneth M. Leon, CPA",0.4392642671579062,male,CFRA Equity Research,"('PEAK', '2020 q2')",0.0
29731,SLG,2020 q2,6010,0.4107398953928697,"Mr. Kenneth M. Leon, CPA",0.3878459625137184,male,CFRA Equity Research,"('SLG', '2020 q2')",0.0
29732,UDR,2020 q2,6010,0.4863671159976979,"Mr. Kenneth M. Leon, CPA",0.4863671159976979,male,CFRA Equity Research,"('UDR', '2020 q2')",0.0
29733,VTR,2020 q2,6010,0.4940630270624915,"Mr. Kenneth M. Leon, CPA",0.4822381651885693,male,CFRA Equity Research,"('VTR', '2020 q2')",0.0
29734,WELL,2020 q2,6010,0.5238878736739101,"Mr. Kenneth M. Leon, CPA",0.4889692923729333,male,CFRA Equity Research,"('WELL', '2020 q2')",0.0
29735,AIV,2020 q2,6010,0.2935322594969388,Mr. Robert C. Stevenson,0.1817953750299867,male,Janney Montgomery Scott LLC,"('AIV', '2020 q2')",0.04399424915512403
29736,AVB,2020 q2,6010,0.5697356015285974,Mr. Robert C. Stevenson,0.286107031057741,male,Janney Montgomery Scott LLC,"('AVB', '2020 q2')",0.0
29737,EQR,2020 q2,6010,0.5654134688147867,Mr. Robert C. Stevenson,0.3354799642705862,male,Janney Montgomery Scott LLC,"('EQR', '2020 q2')",0.0
29738,ESS,2020 q2,6010,0.8184746872969672,Mr. Robert C. Stevenson,0.8184746872969672,male,Janney Montgomery Scott LLC,"('ESS', '2020 q2')",0.059635212644934654
29739,MAA,2020 q2,6010,0.3604363677492993,Mr. Robert C. Stevenson,0.3604363677492992,male,Janney Montgomery Scott LLC,"('MAA', '2020 q2')",0.07811826467514038
29740,O,2020 q2,6010,0.7552637691339104,Mr. Robert C. Stevenson,0.5419529448985168,male,Janney Montgomery Scott LLC,"('O', '2020 q2')",0.0667440015822649
29741,UDR,2020 q2,6010,0.4863671159976979,Mr. Robert C. Stevenson,0.486367115997698,male,Janney Montgomery Scott LLC,"('UDR', '2020 q2')",0.0
29742,AIV,2020 q2,6010,0.2935322594969388,"Mr. Nicholas Yulico, CFA",0.1574959578023894,male,Scotiabank GBM,"('AIV', '2020 q2')",0.0
29743,REG,2020 q2,6010,0.7529276619810283,"Mr. Nicholas Yulico, CFA",0.7547949565468909,male,Scotiabank GBM,"('REG', '2020 q2')",0.0
29744,WELL,2020 q2,6010,0.5238878736739101,"Mr. Nicholas Yulico, CFA",0.5425972975909543,male,Scotiabank GBM,"('WELL', '2020 q2')",0.0
29745,AIV,2020 q2,6010,0.2935322594969388,Mr. Jonathan Petersen,0.152419534925628,male,Jefferies,"('AIV', '2020 q2')",0.0
29746,AVB,2020 q2,6010,0.5697356015285974,Mr. Jonathan Petersen,0.1998231782029086,male,Jefferies,"('AVB', '2020 q2')",0.0
29747,DLR,2020 q2,6010,0.4709469416758326,Mr. Jonathan Petersen,0.2734614036058574,male,Jefferies,"('DLR', '2020 q2')",0.0
29748,EQIX,2020 q2,6010,0.5104071500953005,Mr. Jonathan Petersen,0.204630382171824,male,Jefferies,"('EQIX', '2020 q2')",0.0
29749,PEAK,2020 q2,6010,0.4147131487858502,Mr. Jonathan Petersen,0.1819588781146015,male,Jefferies,"('PEAK', '2020 q2')",0.0
29750,PLD,2020 q2,6010,0.5021428418260268,Mr. Jonathan Petersen,0.2728979139439471,male,Jefferies,"('PLD', '2020 q2')",0.0
29751,SLG,2020 q2,6010,0.4107398953928697,Mr. Jonathan Petersen,0.1163292834170369,male,Jefferies,"('SLG', '2020 q2')",0.0
29752,WELL,2020 q2,6010,0.5238878736739101,Mr. Jonathan Petersen,0.2246030659394187,male,Jefferies,"('WELL', '2020 q2')",0.0
29753,AMT,2020 q2,6010,0.4860110295721733,Simon W. Flannery,0.1894157571313261,male,Morgan Stanley,"('AMT', '2020 q2')",0.005391757935285568
29754,EQIX,2020 q2,6010,0.5104071500953005,Simon W. Flannery,0.3346304435669055,male,Morgan Stanley,"('EQIX', '2020 q2')",0.0
29755,AMT,2020 q2,6010,0.4860110295721733,Colby A. Synesael,0.1505200632454204,male,Cowen and Company,"('AMT', '2020 q2')",0.0
29756,DLR,2020 q2,6010,0.4709469416758326,Colby A. Synesael,0.263102917275582,male,Cowen and Company,"('DLR', '2020 q2')",0.0
29757,EQIX,2020 q2,6010,0.5104071500953005,Colby A. Synesael,0.1546475262252673,male,Cowen and Company,"('EQIX', '2020 q2')",0.0
29758,AMT,2020 q2,6010,0.4860110295721733,Mr. Keith Snyder,0.6501031215049147,male,CFRA Equity Research,"('AMT', '2020 q2')",0.0
29759,DLR,2020 q2,6010,0.4709469416758326,Mr. Keith Snyder,0.6206883603858881,male,CFRA Equity Research,"('DLR', '2020 q2')",0.0
29760,EQIX,2020 q2,6010,0.5104071500953005,Mr. Keith Snyder,0.6103669450031118,male,CFRA Equity Research,"('EQIX', '2020 q2')",0.0
29761,SBAC,2020 q2,6010,0.5909383980027287,Mr. Keith Snyder,0.6460605603085049,male,CFRA Equity Research,"('SBAC', '2020 q2')",0.0
29762,AMT,2020 q2,6010,0.4860110295721733,SADIF Research,0.9826033697535548,Not a person,Sadif Analytics Prime,"('AMT', '2020 q2')",0.9601902961730957
29763,AVB,2020 q2,6010,0.5697356015285974,SADIF Research,0.9971898877302152,Not a person,Sadif Analytics Prime,"('AVB', '2020 q2')",0.9737167954444885
29764,FRT,2020 q2,6010,0.6991313889516525,SADIF Research,0.9327217537553916,Not a person,Sadif Analytics Prime,"('FRT', '2020 q2')",0.8813043236732483
29765,KIM,2020 q2,6010,0.7000906178232353,SADIF Research,0.9322135455514088,Not a person,Sadif Analytics Prime,"('KIM', '2020 q2')",0.9006656408309937
29766,REG,2020 q2,6010,0.7529276619810283,SADIF Research,0.933690354522453,Not a person,Sadif Analytics Prime,"('REG', '2020 q2')",0.8963674902915955
29767,VNO,2020 q2,6010,0.8518268737030688,SADIF Research,0.9864720919923976,Not a person,Sadif Analytics Prime,"('VNO', '2020 q2')",0.9586183428764343
29768,WY,2020 q2,6010,0.7487411826653116,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WY', '2020 q2')",0.9782239198684692
29769,AMT,2020 q2,6010,0.4860110295721733,Sami Badri,0.1428353880964634,male,Credit Suisse,"('AMT', '2020 q2')",0.0
29770,EQIX,2020 q2,6010,0.5104071500953005,Sami Badri,0.3292607453597364,male,Credit Suisse,"('EQIX', '2020 q2')",0.0
29771,AMT,2020 q2,6010,0.4860110295721733,Ms. Jennifer M. Fritzsche,0.1596850061356752,female,"Wells Fargo Securities, LLC","('AMT', '2020 q2')",0.0
29772,CCI,2020 q2,6010,0.3335215449605277,Ms. Jennifer M. Fritzsche,0.260106775813933,female,"Wells Fargo Securities, LLC","('CCI', '2020 q2')",0.0
29773,DLR,2020 q2,6010,0.4709469416758326,Ms. Jennifer M. Fritzsche,0.2454996456347766,female,"Wells Fargo Securities, LLC","('DLR', '2020 q2')",0.0
29774,EQIX,2020 q2,6010,0.5104071500953005,Ms. Jennifer M. Fritzsche,0.2508867970940079,female,"Wells Fargo Securities, LLC","('EQIX', '2020 q2')",0.0
29775,SBAC,2020 q2,6010,0.5909383980027287,Ms. Jennifer M. Fritzsche,0.3729903376084015,female,"Wells Fargo Securities, LLC","('SBAC', '2020 q2')",0.0
29776,AMT,2020 q2,6010,0.4860110295721733,Jonathan Atkin,0.2580352781583122,male,RBC Capital Markets,"('AMT', '2020 q2')",0.0
29777,CCI,2020 q2,6010,0.3335215449605277,Jonathan Atkin,0.2900647484546446,male,RBC Capital Markets,"('CCI', '2020 q2')",0.0
29778,EQIX,2020 q2,6010,0.5104071500953005,Jonathan Atkin,0.2415189023565619,male,RBC Capital Markets,"('EQIX', '2020 q2')",0.0
29779,SBAC,2020 q2,6010,0.5909383980027287,Jonathan Atkin,0.3705612697463182,male,RBC Capital Markets,"('SBAC', '2020 q2')",0.0
29780,AMT,2020 q2,6010,0.4860110295721733,Mr. Matthew Dolgin,0.3794146910173313,male,"Morningstar, Inc.","('AMT', '2020 q2')",0.0
29781,DLR,2020 q2,6010,0.4709469416758326,Mr. Matthew Dolgin,0.5469551816710205,male,"Morningstar, Inc.","('DLR', '2020 q2')",0.0
29782,EQIX,2020 q2,6010,0.5104071500953005,Mr. Matthew Dolgin,0.5694685038819013,male,"Morningstar, Inc.","('EQIX', '2020 q2')",0.0
29783,SBAC,2020 q2,6010,0.5909383980027287,Mr. Matthew Dolgin,0.7307452049853801,male,"Morningstar, Inc.","('SBAC', '2020 q2')",0.01666666753590107
29784,AMT,2020 q2,6010,0.4860110295721733,"David W. Barden, Jr",0.285686850491689,male,BofA Global Research,"('AMT', '2020 q2')",0.0
29785,SBAC,2020 q2,6010,0.5909383980027287,"David W. Barden, Jr",0.4599263859287047,male,BofA Global Research,"('SBAC', '2020 q2')",0.0
29786,ARE,2020 q2,6010,0.6512780373921088,Sheila K. McGrath,0.5496766130909658,female,EVERCORE ISI,"('ARE', '2020 q2')",0.0
29787,ARE,2020 q2,6010,0.6512780373921088,Team REITs,0.7296045080675032,Not a person,BofA Global Research,"('ARE', '2020 q2')",0.05524372309446335
29788,SLG,2020 q2,6010,0.4107398953928697,Team REITs,0.162874310609628,Not a person,BofA Global Research,"('SLG', '2020 q2')",0.0
29789,SPG,2020 q2,6010,0.6276490255562471,Team REITs,0.5004071662045735,Not a person,BofA Global Research,"('SPG', '2020 q2')",0.0
29790,AVB,2020 q2,6010,0.5697356015285974,Mr. Derek Johnston,0.5737429358602772,male,Deutsche Bank,"('AVB', '2020 q2')",0.0
29791,EQR,2020 q2,6010,0.5654134688147867,Mr. Derek Johnston,0.8328363817956708,male,Deutsche Bank,"('EQR', '2020 q2')",0.0
29792,KIM,2020 q2,6010,0.7000906178232353,Mr. Derek Johnston,0.8872356587405765,male,Deutsche Bank,"('KIM', '2020 q2')",0.0
29793,PLD,2020 q2,6010,0.5021428418260268,Mr. Derek Johnston,0.8051695965099235,male,Deutsche Bank,"('PLD', '2020 q2')",0.0
29794,SPG,2020 q2,6010,0.6276490255562471,Mr. Derek Johnston,0.7918020173385896,male,Deutsche Bank,"('SPG', '2020 q2')",0.0
29795,AVB,2020 q2,6010,0.5697356015285974,Mr. James W. Sullivan,0.1816854778898402,male,BTIG,"('AVB', '2020 q2')",0.0
29796,HST,2020 q2,6010,0.6143773084286581,Mr. James W. Sullivan,0.3356473859144661,male,BTIG,"('HST', '2020 q2')",0.02761994767934084
29797,AVB,2020 q2,6010,0.5697356015285974,"Mr. Rich A. Hightower, Jr",0.3347841220770566,male,EVERCORE ISI,"('AVB', '2020 q2')",0.0
29798,AVB,2020 q2,6010,0.5697356015285974,Mr. Richard Hill,0.4279037125014628,male,Morgan Stanley Fixed Income Research,"('AVB', '2020 q2')",0.0
29799,AVB,2020 q2,6010,0.5697356015285974,Mr. Richard Hill,0.4279037125014628,male,Morgan Stanley,"('AVB', '2020 q2')",0.0
29800,KIM,2020 q2,6010,0.7000906178232353,Mr. Richard Hill,0.344740380076532,male,Morgan Stanley Fixed Income Research,"('KIM', '2020 q2')",0.0
29801,KIM,2020 q2,6010,0.7000906178232353,Mr. Richard Hill,0.344740380076532,male,Morgan Stanley,"('KIM', '2020 q2')",0.0
29802,BXP,2020 q2,6010,0.0,Mr. Peter Abramowitz,,male,Jefferies,"('BXP', '2020 q2')",0.0
29803,SLG,2020 q2,6010,0.4107398953928697,Mr. Peter Abramowitz,0.4776791929922691,male,Jefferies,"('SLG', '2020 q2')",0.0
29804,CCI,2020 q2,6010,0.3335215449605277,Greg P Miller,0.3846212984156547,male,SunTrust Robinson Humphrey Capital Markets,"('CCI', '2020 q2')",0.014598562382161617
29805,DLR,2020 q2,6010,0.4709469416758326,Greg P Miller,0.2775594746103382,male,SunTrust Robinson Humphrey Capital Markets,"('DLR', '2020 q2')",0.0
29806,EQIX,2020 q2,6010,0.5104071500953005,Greg P Miller,0.2954659883048823,male,SunTrust Robinson Humphrey Capital Markets,"('EQIX', '2020 q2')",0.01630874164402485
29807,DLR,2020 q2,6010,0.4709469416758326,Michael J. Funk,0.3528829148914558,male,BofA Global Research,"('DLR', '2020 q2')",0.0
29808,EQIX,2020 q2,6010,0.5104071500953005,Michael J. Funk,0.4898054455210298,male,BofA Global Research,"('EQIX', '2020 q2')",0.02371859923005104
29809,DRE,2020 q2,6010,0.6426541069996252,Yousuf Hafuda,0.6518663313773617,male,"Morningstar, Inc.","('DRE', '2020 q2')",0.0
29810,EXR,2020 q2,6010,0.5492797819857944,Yousuf Hafuda,0.5533045588032706,male,"Morningstar, Inc.","('EXR', '2020 q2')",0.0
29811,PLD,2020 q2,6010,0.5021428418260268,Yousuf Hafuda,0.5578618598816448,male,"Morningstar, Inc.","('PLD', '2020 q2')",0.0
29812,PSA,2020 q2,6010,0.6340983876314703,Yousuf Hafuda,0.6046802431874999,male,"Morningstar, Inc.","('PSA', '2020 q2')",0.0
29813,SLG,2020 q2,6010,0.4107398953928697,Yousuf Hafuda,0.4246070929315391,male,"Morningstar, Inc.","('SLG', '2020 q2')",0.0
29814,VNO,2020 q2,6010,0.8518268737030688,Yousuf Hafuda,0.7547521941283026,male,"Morningstar, Inc.","('VNO', '2020 q2')",0.0
29815,DRE,2020 q2,6010,0.6426541069996252,Chris Kuiper,0.6124795460474036,male,CFRA Equity Research,"('DRE', '2020 q2')",0.0
29816,EXR,2020 q2,6010,0.5492797819857944,Chris Kuiper,0.695353717109046,male,CFRA Equity Research,"('EXR', '2020 q2')",0.0
29817,FRT,2020 q2,6010,0.6991313889516525,Chris Kuiper,0.6235281274467845,male,CFRA Equity Research,"('FRT', '2020 q2')",0.0
29818,HST,2020 q2,6010,0.6143773084286581,Chris Kuiper,0.6838268960328738,male,CFRA Equity Research,"('HST', '2020 q2')",0.01389611279591918
29819,IRM,2020 q2,6010,0.6990768629090006,Chris Kuiper,0.854375178380357,male,CFRA Equity Research,"('IRM', '2020 q2')",0.0
29820,KIM,2020 q2,6010,0.7000906178232353,Chris Kuiper,0.6075815260510897,male,CFRA Equity Research,"('KIM', '2020 q2')",0.0
29821,O,2020 q2,6010,0.7552637691339104,Chris Kuiper,0.6846469096924153,male,CFRA Equity Research,"('O', '2020 q2')",0.0
29822,PLD,2020 q2,6010,0.5021428418260268,Chris Kuiper,0.4768987685119525,male,CFRA Equity Research,"('PLD', '2020 q2')",0.0
29823,PSA,2020 q2,6010,0.6340983876314703,Chris Kuiper,0.6596039971042748,male,CFRA Equity Research,"('PSA', '2020 q2')",0.0
29824,REG,2020 q2,6010,0.7529276619810283,Chris Kuiper,0.6564826405231469,male,CFRA Equity Research,"('REG', '2020 q2')",0.0
29825,SPG,2020 q2,6010,0.6276490255562471,Chris Kuiper,0.6028054325568254,male,CFRA Equity Research,"('SPG', '2020 q2')",0.0
29826,WY,2020 q2,6010,0.7487411826653116,Chris Kuiper,0.6924522319605307,male,CFRA Equity Research,"('WY', '2020 q2')",0.0
29827,DRE,2020 q2,6010,0.6426541069996252,"Mr. Ki Bin Kim, CFA",0.5865461814911819,male,SunTrust Robinson Humphrey Capital Markets,"('DRE', '2020 q2')",0.0
29828,PLD,2020 q2,6010,0.5021428418260268,"Mr. Ki Bin Kim, CFA",0.2698320746897157,male,SunTrust Robinson Humphrey Capital Markets,"('PLD', '2020 q2')",0.0
29829,EQIX,2020 q2,6010,0.5104071500953005,"Timothy K. Horan, CFA",0.198639920878874,male,"Oppenheimer & Co., Inc.","('EQIX', '2020 q2')",0.0
29830,EQIX,2020 q2,6010,0.5104071500953005,Research Department,0.6461894293103227,Not a person,VRS (Valuation & Research Specialists),"('EQIX', '2020 q2')",0.0
29831,EQR,2020 q2,6010,0.5654134688147867,Mr. Alexander D. Goldfarb,0.3790694350620119,male,Piper Sandler Companies,"('EQR', '2020 q2')",0.03150815889239311
29832,KIM,2020 q2,6010,0.7000906178232353,Mr. Alexander D. Goldfarb,0.4905709091968676,male,Piper Sandler Companies,"('KIM', '2020 q2')",0.0
29833,SLG,2020 q2,6010,0.4107398953928697,Mr. Alexander D. Goldfarb,0.3432971172056274,male,Piper Sandler Companies,"('SLG', '2020 q2')",0.01352253369987011
29834,VNO,2020 q2,6010,0.8518268737030688,Mr. Alexander D. Goldfarb,0.7551283093810213,male,Piper Sandler Companies,"('VNO', '2020 q2')",0.0
29835,EXR,2020 q2,6010,0.5492797819857944,Mr. Steve Sakwa,0.3327124132734562,male,EVERCORE ISI,"('EXR', '2020 q2')",0.0
29836,FRT,2020 q2,6010,0.6991313889516525,Mr. Steve Sakwa,0.4530474195036882,male,EVERCORE ISI,"('FRT', '2020 q2')",0.0
29837,KIM,2020 q2,6010,0.7000906178232353,Mr. Steve Sakwa,0.2531466155739861,male,EVERCORE ISI,"('KIM', '2020 q2')",0.0
29838,PEAK,2020 q2,6010,0.4147131487858502,Mr. Steve Sakwa,0.310794949902957,male,EVERCORE ISI,"('PEAK', '2020 q2')",0.019051427642504375
29839,PLD,2020 q2,6010,0.5021428418260268,Mr. Steve Sakwa,0.2972126067868873,male,EVERCORE ISI,"('PLD', '2020 q2')",0.0
29840,PSA,2020 q2,6010,0.6340983876314703,Mr. Steve Sakwa,0.559658218278897,male,EVERCORE ISI,"('PSA', '2020 q2')",0.0
29841,SLG,2020 q2,6010,0.4107398953928697,Mr. Steve Sakwa,0.3087425928370725,male,EVERCORE ISI,"('SLG', '2020 q2')",0.0
29842,EXR,2020 q2,6010,0.5492797819857944,Mr. Ronald Kamdem,0.3999239905299793,male,Morgan Stanley Fixed Income Research,"('EXR', '2020 q2')",0.0
29843,FRT,2020 q2,6010,0.6991313889516525,Ms. Tamara J. Fique,0.4098634113895888,female,"Wells Fargo Securities, LLC","('FRT', '2020 q2')",0.0
29844,KIM,2020 q2,6010,0.7000906178232353,Ms. Tamara J. Fique,0.2633782610297903,female,"Wells Fargo Securities, LLC","('KIM', '2020 q2')",0.0
29845,REG,2020 q2,6010,0.7529276619810283,Ms. Tamara J. Fique,0.4154279254248965,female,"Wells Fargo Securities, LLC","('REG', '2020 q2')",0.0
29846,HST,2020 q2,6010,0.6143773084286581,David Katz,0.5265554710077552,male,Jefferies,"('HST', '2020 q2')",0.0
29847,HST,2020 q2,6010,0.6143773084286581,Chris J. Woronka,0.8070633441730933,male,Deutsche Bank,"('HST', '2020 q2')",0.0
29848,HST,2020 q2,6010,0.6143773084286581,"Mr. Wes K. Golladay, CFA",0.4006319052365167,male,RBC Capital Markets,"('HST', '2020 q2')",0.0
29849,KIM,2020 q2,6010,0.7000906178232353,"Mr. Wes K. Golladay, CFA",0.2850562581251507,male,RBC Capital Markets,"('KIM', '2020 q2')",0.0
29850,REG,2020 q2,6010,0.7529276619810283,"Mr. Wes K. Golladay, CFA",0.447917388725005,male,RBC Capital Markets,"('REG', '2020 q2')",0.0
29851,HST,2020 q2,6010,0.6143773084286581,Jared Shojaian,0.3117771842726529,male,Wolfe Research,"('HST', '2020 q2')",0.0
29852,IRM,2020 q2,6010,0.6990768629090006,Kevin D. McVeigh,0.5674229015899447,male,Credit Suisse,"('IRM', '2020 q2')",0.016498854383826256
29853,IRM,2020 q2,6010,0.6990768629090006,Yilma Abebe,0.5779494370209586,male,JPMorgan Econ & FI,"('IRM', '2020 q2')",0.022448766976594925
29854,IRM,2020 q2,6010,0.6990768629090006,Mr. Eric T. Luebchow,0.6766345757421273,male,"Wells Fargo Securities, LLC","('IRM', '2020 q2')",0.0
29855,IRM,2020 q2,6010,0.6990768629090006,Mr. Nate D. Crossett,0.4569866888747311,male,Berenberg,"('IRM', '2020 q2')",0.0
29856,KIM,2020 q2,6010,0.7000906178232353,Mr. Greg McGinniss,0.6684050771564359,male,Scotiabank GBM,"('KIM', '2020 q2')",0.0
29857,O,2020 q2,6010,0.7552637691339104,Vikram Malhotra,0.7820532632658816,male,Morgan Stanley,"('O', '2020 q2')",0.0
29858,SLG,2020 q2,6010,0.4107398953928697,Vikram Malhotra,0.3100275748201247,male,Morgan Stanley,"('SLG', '2020 q2')",0.0
29859,PEAK,2020 q2,6010,0.4147131487858502,Mr. Steve Valiquette,0.4011883004465573,male,Barclays,"('PEAK', '2020 q2')",0.0
29860,VTR,2020 q2,6010,0.4940630270624915,Mr. Steve Valiquette,0.622241113415813,male,Barclays,"('VTR', '2020 q2')",0.0
29861,WELL,2020 q2,6010,0.5238878736739101,Mr. Steve Valiquette,0.5020465422906126,male,Barclays,"('WELL', '2020 q2')",0.0
29862,PEAK,2020 q2,6010,0.4147131487858502,"Michael W. Carroll, CFA",0.1913719071755633,male,RBC Capital Markets,"('PEAK', '2020 q2')",0.008467630483210087
29863,PLD,2020 q2,6010,0.5021428418260268,"Michael W. Carroll, CFA",0.1883215956001616,male,RBC Capital Markets,"('PLD', '2020 q2')",0.00787151139229536
29864,VTR,2020 q2,6010,0.4940630270624915,"Michael W. Carroll, CFA",0.2463869662986133,male,RBC Capital Markets,"('VTR', '2020 q2')",0.0
29865,WELL,2020 q2,6010,0.5238878736739101,"Michael W. Carroll, CFA",0.3401459245666875,male,RBC Capital Markets,"('WELL', '2020 q2')",0.007541846949607134
29866,PLD,2020 q2,6010,0.5021428418260268,Mr. Blaine Heck,0.1995363777995183,male,"Wells Fargo Securities, LLC","('PLD', '2020 q2')",0.0
29867,SLG,2020 q2,6010,0.4107398953928697,Mr. Blaine Heck,0.1432634756978901,male,"Wells Fargo Securities, LLC","('SLG', '2020 q2')",0.0
29868,SPG,2020 q2,6010,0.6276490255562471,Ms. Linda Tsai,0.345302466990988,female,Jefferies,"('SPG', '2020 q2')",0.011111111690600714
29869,VTR,2020 q2,6010,0.4940630270624915,Mr. Connor Siversky,0.3283853727842182,male,Berenberg,"('VTR', '2020 q2')",0.0
29870,WY,2020 q2,6010,0.7487411826653116,George L. Staphos,0.5010886211279866,male,BofA Global Research,"('WY', '2020 q2')",0.0
29871,WY,2020 q2,6010,0.7487411826653116,Charles Gross,0.685633427754128,male,"Morningstar, Inc.","('WY', '2020 q2')",0.0
29872,WY,2020 q2,6010,0.7487411826653116,Mr. Paul C. Quinn,0.4839874719218884,male,RBC Capital Markets,"('WY', '2020 q2')",0.0
29873,WY,2020 q2,6010,0.7487411826653116,"Benoit Laprade, CPA",0.4684616798005406,male,Scotiabank GBM,"('WY', '2020 q2')",0.0
29874,WY,2020 q2,6010,0.7487411826653116,Mr. Mark Connelly,0.7142910005971609,male,Stephens Inc.,"('WY', '2020 q2')",0.006661570630967617
29875,ALLE,2018 q4,2010,0.7099983239352174,"Mr. Richard M. Kwas, CFA",0.7029772210539554,male,"Wells Fargo Securities, LLC","('ALLE', '2018 q4')",0.0
29876,EMR,2018 q4,2010,0.4591970618929255,"Mr. Richard M. Kwas, CFA",0.1533288898856647,male,"Wells Fargo Securities, LLC","('EMR', '2018 q4')",0.0
29877,JCI,2018 q4,2010,0.7001340093112527,"Mr. Richard M. Kwas, CFA",0.3806323856043019,male,"Wells Fargo Securities, LLC","('JCI', '2018 q4')",0.01666666753590107
29878,ROK,2018 q4,2010,0.6292393771743632,"Mr. Richard M. Kwas, CFA",0.506227636639989,male,"Wells Fargo Securities, LLC","('ROK', '2018 q4')",0.0
29879,SWK,2018 q4,2010,0.5082407891545079,"Mr. Richard M. Kwas, CFA",0.4220507682734267,male,"Wells Fargo Securities, LLC","('SWK', '2018 q4')",0.0
29880,TT,2018 q4,2010,0.7030486838626574,"Mr. Richard M. Kwas, CFA",0.4939504950276158,male,"Wells Fargo Securities, LLC","('TT', '2018 q4')",0.01666666753590107
29881,ALLE,2018 q4,2010,0.7099983239352174,Mr. Saliq Khan,0.4796838645085828,male,"Imperial Capital, LLC","('ALLE', '2018 q4')",0.0
29882,ALLE,2018 q4,2010,0.7099983239352174,Brian Bernard,0.8234690918470088,male,"Morningstar, Inc.","('ALLE', '2018 q4')",0.0
29883,FAST,2018 q4,2010,0.5596513633787805,Brian Bernard,0.6420395754025849,male,"Morningstar, Inc.","('FAST', '2018 q4')",0.0
29884,FBHS,2018 q4,2010,0.6117311234986755,Brian Bernard,0.5877933418870225,male,"Morningstar, Inc.","('FBHS', '2018 q4')",0.0
29885,GWW,2018 q4,2010,0.7278681155591745,Brian Bernard,0.7941504600003325,male,"Morningstar, Inc.","('GWW', '2018 q4')",0.0
29886,JCI,2018 q4,2010,0.7001340093112527,Brian Bernard,0.5543660659769787,male,"Morningstar, Inc.","('JCI', '2018 q4')",0.0
29887,MAS,2018 q4,2010,0.5794951252110354,Brian Bernard,0.5362947445528535,male,"Morningstar, Inc.","('MAS', '2018 q4')",0.0
29888,TT,2018 q4,2010,0.7030486838626574,Brian Bernard,0.7192070828249773,male,"Morningstar, Inc.","('TT', '2018 q4')",0.0
29889,ALLE,2018 q4,2010,0.7099983239352174,Matthew Miller,0.6859476781700629,male,CFRA Equity Research,"('ALLE', '2018 q4')",0.0
29890,AOS,2018 q4,2010,0.417778973842424,Matthew Miller,0.3959377470454563,male,CFRA Equity Research,"('AOS', '2018 q4')",0.0
29891,FBHS,2018 q4,2010,0.6117311234986755,Matthew Miller,0.5870692103832612,male,CFRA Equity Research,"('FBHS', '2018 q4')",0.0
29892,HWM,2018 q4,2010,0.8310204389700488,Matthew Miller,0.7756489800052554,male,CFRA Equity Research,"('HWM', '2018 q4')",0.0
29893,JCI,2018 q4,2010,0.7001340093112527,Matthew Miller,0.7645149453996,male,CFRA Equity Research,"('JCI', '2018 q4')",0.0
29894,MAS,2018 q4,2010,0.5794951252110354,Matthew Miller,0.5704625453764015,male,CFRA Equity Research,"('MAS', '2018 q4')",0.0
29895,ALLE,2018 q4,2010,0.7099983239352174,"Mr. John F. Walsh, Jr",0.3848133782514865,male,Credit Suisse,"('ALLE', '2018 q4')",0.0
29896,EMR,2018 q4,2010,0.4591970618929255,"Mr. John F. Walsh, Jr",0.3239122481073975,male,Credit Suisse,"('EMR', '2018 q4')",0.016177445650100708
29897,GD,2018 q4,2010,0.5307785639813948,"Mr. John F. Walsh, Jr",0.291854365298188,male,Credit Suisse,"('GD', '2018 q4')",0.0
29898,GE,2018 q4,2010,0.3942371182353741,"Mr. John F. Walsh, Jr",0.1668526415216834,male,Credit Suisse,"('GE', '2018 q4')",0.0
29899,HON,2018 q4,2010,0.5123091167946763,"Mr. John F. Walsh, Jr",0.2220842793962239,male,Credit Suisse,"('HON', '2018 q4')",0.0
29900,MMM,2018 q4,2010,0.6507901488642547,"Mr. John F. Walsh, Jr",0.3059084976534023,male,Credit Suisse,"('MMM', '2018 q4')",0.01680111326277256
29901,ROK,2018 q4,2010,0.6292393771743632,"Mr. John F. Walsh, Jr",0.4040207868398255,male,Credit Suisse,"('ROK', '2018 q4')",0.0
29902,ALLE,2018 q4,2010,0.7099983239352174,Mr. Joshua C. Pokrzywinski,0.5132297167832934,male,Morgan Stanley,"('ALLE', '2018 q4')",0.0
29903,EMR,2018 q4,2010,0.4591970618929255,Mr. Joshua C. Pokrzywinski,0.2445857050341234,male,Morgan Stanley,"('EMR', '2018 q4')",0.013723916374146938
29904,ETN,2018 q4,2010,0.5766383771272383,Mr. Joshua C. Pokrzywinski,0.4120378488170934,male,Morgan Stanley,"('ETN', '2018 q4')",0.0
29905,FLS,2018 q4,2010,0.4746064625986006,Mr. Joshua C. Pokrzywinski,0.3015912230702659,male,Morgan Stanley,"('FLS', '2018 q4')",0.0
29906,HON,2018 q4,2010,0.5123091167946763,Mr. Joshua C. Pokrzywinski,0.2542349118077056,male,Morgan Stanley,"('HON', '2018 q4')",0.0
29907,IR,2018 q4,2010,0.5403329710292173,Mr. Joshua C. Pokrzywinski,0.4386000271617972,male,Morgan Stanley,"('IR', '2018 q4')",0.0
29908,ITW,2018 q4,2010,0.5545051497170292,Mr. Joshua C. Pokrzywinski,0.2624322510517561,male,Morgan Stanley,"('ITW', '2018 q4')",0.0
29909,JCI,2018 q4,2010,0.7001340093112527,Mr. Joshua C. Pokrzywinski,0.4767682464269008,male,Morgan Stanley,"('JCI', '2018 q4')",0.0
29910,MMM,2018 q4,2010,0.6507901488642547,Mr. Joshua C. Pokrzywinski,0.3654538368434832,male,Morgan Stanley,"('MMM', '2018 q4')",0.024828648194670677
29911,PH,2018 q4,2010,0.6640955285893256,Mr. Joshua C. Pokrzywinski,0.4573566911040427,male,Morgan Stanley,"('PH', '2018 q4')",0.0
29912,ROK,2018 q4,2010,0.6292393771743632,Mr. Joshua C. Pokrzywinski,0.6734746194581875,male,Morgan Stanley,"('ROK', '2018 q4')",0.0
29913,SWK,2018 q4,2010,0.5082407891545079,Mr. Joshua C. Pokrzywinski,0.2996511602308143,male,Morgan Stanley,"('SWK', '2018 q4')",0.0
29914,TT,2018 q4,2010,0.7030486838626574,Mr. Joshua C. Pokrzywinski,0.426637048379627,male,Morgan Stanley,"('TT', '2018 q4')",0.0
29915,ALLE,2018 q4,2010,0.7099983239352174,Julian Mitchell,0.5131264720249196,male,Barclays,"('ALLE', '2018 q4')",0.006923370063304901
29916,DOV,2018 q4,2010,0.6831598378147152,Julian Mitchell,0.3485895962436598,male,Barclays,"('DOV', '2018 q4')",0.0
29917,EMR,2018 q4,2010,0.4591970618929255,Julian Mitchell,0.2545031731059517,male,Barclays,"('EMR', '2018 q4')",0.0
29918,ETN,2018 q4,2010,0.5766383771272383,Julian Mitchell,0.4959940937174547,male,Barclays,"('ETN', '2018 q4')",0.0
29919,GD,2018 q4,2010,0.5307785639813948,Julian Mitchell,0.3843146017317116,male,Barclays,"('GD', '2018 q4')",0.0
29920,GE,2018 q4,2010,0.3942371182353741,Julian Mitchell,0.1005417305702423,male,Barclays,"('GE', '2018 q4')",0.0
29921,HON,2018 q4,2010,0.5123091167946763,Julian Mitchell,0.1563178698727075,male,Barclays,"('HON', '2018 q4')",0.0
29922,IR,2018 q4,2010,0.5403329710292173,Julian Mitchell,0.5808483322086466,male,Barclays,"('IR', '2018 q4')",0.0
29923,MMM,2018 q4,2010,0.6507901488642547,Julian Mitchell,0.399509589643339,male,Barclays,"('MMM', '2018 q4')",0.0
29924,ALLE,2018 q4,2010,0.7099983239352174,Mr. Andrew B. Obin,0.6324952222580037,male,BofA Global Research,"('ALLE', '2018 q4')",0.0
29925,AME,2018 q4,2010,0.5636184757095086,Mr. Andrew B. Obin,0.2483884068244571,male,BofA Global Research,"('AME', '2018 q4')",0.0
29926,DOV,2018 q4,2010,0.6831598378147152,Mr. Andrew B. Obin,0.4287326755620151,male,BofA Global Research,"('DOV', '2018 q4')",0.005004952661693096
29927,EMR,2018 q4,2010,0.4591970618929255,Mr. Andrew B. Obin,0.1148248020973572,male,BofA Global Research,"('EMR', '2018 q4')",0.011111111690600714
29928,ETN,2018 q4,2010,0.5766383771272383,Mr. Andrew B. Obin,0.3125599844948478,male,BofA Global Research,"('ETN', '2018 q4')",0.028108056634664536
29929,FLS,2018 q4,2010,0.4746064625986006,Mr. Andrew B. Obin,0.3371105594429232,male,BofA Global Research,"('FLS', '2018 q4')",0.0
29930,GD,2018 q4,2010,0.5307785639813948,Mr. Andrew B. Obin,0.5234830446302596,male,BofA Global Research,"('GD', '2018 q4')",0.0
29931,GE,2018 q4,2010,0.3942371182353741,Mr. Andrew B. Obin,0.1062771985596555,male,BofA Global Research,"('GE', '2018 q4')",0.0025042772758752108
29932,HON,2018 q4,2010,0.5123091167946763,Mr. Andrew B. Obin,0.1434764279367953,male,BofA Global Research,"('HON', '2018 q4')",0.0
29933,MMM,2018 q4,2010,0.6507901488642547,Mr. Andrew B. Obin,0.2964592837698425,male,BofA Global Research,"('MMM', '2018 q4')",0.003951839171350002
29934,PH,2018 q4,2010,0.6640955285893256,Mr. Andrew B. Obin,0.3179527459402228,male,BofA Global Research,"('PH', '2018 q4')",0.026945412158966064
29935,PNR,2018 q4,2010,0.8129010078466407,Mr. Andrew B. Obin,0.6523168578267776,male,BofA Global Research,"('PNR', '2018 q4')",0.0
29936,AME,2018 q4,2010,0.5636184757095086,Elizabeth Vermillion,0.6508552639484458,female,CFRA Equity Research,"('AME', '2018 q4')",0.0
29937,CAT,2018 q4,2010,0.7184313301477471,Elizabeth Vermillion,0.6778401514994751,female,CFRA Equity Research,"('CAT', '2018 q4')",0.0
29938,CMI,2018 q4,2010,0.5882308508315841,Elizabeth Vermillion,0.6833470925540024,female,CFRA Equity Research,"('CMI', '2018 q4')",0.0
29939,DE,2018 q4,2010,0.5565545899322215,Elizabeth Vermillion,0.6764023447063746,female,CFRA Equity Research,"('DE', '2018 q4')",0.0
29940,DOV,2018 q4,2010,0.6831598378147152,Elizabeth Vermillion,0.8944239629734579,female,CFRA Equity Research,"('DOV', '2018 q4')",0.0
29941,EMR,2018 q4,2010,0.4591970618929255,Elizabeth Vermillion,0.7491991522092294,female,CFRA Equity Research,"('EMR', '2018 q4')",0.0
29942,ETN,2018 q4,2010,0.5766383771272383,Elizabeth Vermillion,0.7295944390355292,female,CFRA Equity Research,"('ETN', '2018 q4')",0.0
29943,FAST,2018 q4,2010,0.5596513633787805,Elizabeth Vermillion,0.5837791409068255,female,CFRA Equity Research,"('FAST', '2018 q4')",0.0
29944,FLS,2018 q4,2010,0.4746064625986006,Elizabeth Vermillion,0.870429254749738,female,CFRA Equity Research,"('FLS', '2018 q4')",0.0
29945,GD,2018 q4,2010,0.5307785639813948,Elizabeth Vermillion,0.7879976028889565,female,CFRA Equity Research,"('GD', '2018 q4')",0.0
29946,GWW,2018 q4,2010,0.7278681155591745,Elizabeth Vermillion,0.8499759227355657,female,CFRA Equity Research,"('GWW', '2018 q4')",0.0
29947,ITW,2018 q4,2010,0.5545051497170292,Elizabeth Vermillion,0.7244812779585187,female,CFRA Equity Research,"('ITW', '2018 q4')",0.0
29948,PCAR,2018 q4,2010,0.6171115044468214,Elizabeth Vermillion,0.7480039092331134,female,CFRA Equity Research,"('PCAR', '2018 q4')",0.0
29949,PH,2018 q4,2010,0.6640955285893256,Elizabeth Vermillion,0.7816332310580758,female,CFRA Equity Research,"('PH', '2018 q4')",0.0
29950,PNR,2018 q4,2010,0.8129010078466407,Elizabeth Vermillion,0.8102590948560006,female,CFRA Equity Research,"('PNR', '2018 q4')",0.0
29951,PWR,2018 q4,2010,0.0,Elizabeth Vermillion,,female,CFRA Equity Research,"('PWR', '2018 q4')",0.0
29952,ROK,2018 q4,2010,0.6292393771743632,Elizabeth Vermillion,0.727396857160044,female,CFRA Equity Research,"('ROK', '2018 q4')",0.0
29953,SNA,2018 q4,2010,0.6474872005083916,Elizabeth Vermillion,0.687237272608914,female,CFRA Equity Research,"('SNA', '2018 q4')",0.0
29954,SWK,2018 q4,2010,0.5082407891545079,Elizabeth Vermillion,0.5432613261544458,female,CFRA Equity Research,"('SWK', '2018 q4')",0.0
29955,TT,2018 q4,2010,0.7030486838626574,Elizabeth Vermillion,0.6989118440359905,female,CFRA Equity Research,"('TT', '2018 q4')",0.0
29956,URI,2018 q4,2010,0.6490750039000304,Elizabeth Vermillion,0.68689299219645,female,CFRA Equity Research,"('URI', '2018 q4')",0.0
29957,AME,2018 q4,2010,0.5636184757095086,Mr. Robert P. McCarthy,0.3293288172775859,male,Stephens Inc.,"('AME', '2018 q4')",0.003395296633243561
29958,AOS,2018 q4,2010,0.417778973842424,Mr. Robert P. McCarthy,0.3837857688668145,male,Stephens Inc.,"('AOS', '2018 q4')",0.0
29959,EMR,2018 q4,2010,0.4591970618929255,Mr. Robert P. McCarthy,0.3894364023977641,male,Stephens Inc.,"('EMR', '2018 q4')",0.0
29960,ETN,2018 q4,2010,0.5766383771272383,Mr. Robert P. McCarthy,0.318677131833492,male,Stephens Inc.,"('ETN', '2018 q4')",0.0
29961,ROK,2018 q4,2010,0.6292393771743632,Mr. Robert P. McCarthy,0.4211732545722874,male,Stephens Inc.,"('ROK', '2018 q4')",0.0
29962,ROP,2018 q4,2010,0.6965059020542763,Mr. Robert P. McCarthy,0.507371584928023,male,Stephens Inc.,"('ROP', '2018 q4')",0.0
29963,TT,2018 q4,2010,0.7030486838626574,Mr. Robert P. McCarthy,0.47375427179608,male,Stephens Inc.,"('TT', '2018 q4')",0.010317237116396427
29964,AME,2018 q4,2010,0.5636184757095086,Christopher D. Glynn,0.5454389132817948,male,"Oppenheimer & Co., Inc.","('AME', '2018 q4')",0.0
29965,EMR,2018 q4,2010,0.4591970618929255,Christopher D. Glynn,0.3986668475507045,male,"Oppenheimer & Co., Inc.","('EMR', '2018 q4')",0.0
29966,ETN,2018 q4,2010,0.5766383771272383,Christopher D. Glynn,0.3492069277664096,male,"Oppenheimer & Co., Inc.","('ETN', '2018 q4')",0.0
29967,GE,2018 q4,2010,0.3942371182353741,Christopher D. Glynn,0.1560228630249834,male,"Oppenheimer & Co., Inc.","('GE', '2018 q4')",0.0
29968,GWW,2018 q4,2010,0.7278681155591745,Christopher D. Glynn,0.4581300353952379,male,"Oppenheimer & Co., Inc.","('GWW', '2018 q4')",0.0
29969,HON,2018 q4,2010,0.5123091167946763,Christopher D. Glynn,0.3050508450174234,male,"Oppenheimer & Co., Inc.","('HON', '2018 q4')",0.0
29970,ROP,2018 q4,2010,0.6965059020542763,Christopher D. Glynn,0.5512399194954981,male,"Oppenheimer & Co., Inc.","('ROP', '2018 q4')",0.0
29971,SNA,2018 q4,2010,0.6474872005083916,Christopher D. Glynn,0.4670403408393974,male,"Oppenheimer & Co., Inc.","('SNA', '2018 q4')",0.017143895849585533
29972,AME,2018 q4,2010,0.5636184757095086,Mr. Keith Schoonmaker,0.7051065069816,male,"Morningstar, Inc.","('AME', '2018 q4')",0.0
29973,CMI,2018 q4,2010,0.5882308508315841,Mr. Keith Schoonmaker,0.7638223339430652,male,"Morningstar, Inc.","('CMI', '2018 q4')",0.0
29974,DE,2018 q4,2010,0.5565545899322215,Mr. Keith Schoonmaker,0.5398048836883138,male,"Morningstar, Inc.","('DE', '2018 q4')",0.0
29975,ETN,2018 q4,2010,0.5766383771272383,Mr. Keith Schoonmaker,0.6960121755393436,male,"Morningstar, Inc.","('ETN', '2018 q4')",0.0
29976,ITW,2018 q4,2010,0.5545051497170292,Mr. Keith Schoonmaker,0.7888544207336569,male,"Morningstar, Inc.","('ITW', '2018 q4')",0.0
29977,PCAR,2018 q4,2010,0.6171115044468214,Mr. Keith Schoonmaker,0.6900435436776102,male,"Morningstar, Inc.","('PCAR', '2018 q4')",0.0
29978,PH,2018 q4,2010,0.6640955285893256,Mr. Keith Schoonmaker,0.8143875713523325,male,"Morningstar, Inc.","('PH', '2018 q4')",0.0
29979,PNR,2018 q4,2010,0.8129010078466407,Mr. Keith Schoonmaker,0.7581096735847412,male,"Morningstar, Inc.","('PNR', '2018 q4')",0.011111111690600714
29980,ROP,2018 q4,2010,0.6965059020542763,Mr. Keith Schoonmaker,0.6357738049145963,male,"Morningstar, Inc.","('ROP', '2018 q4')",0.0
29981,AME,2018 q4,2010,0.5636184757095086,Mr. Michael Gaugler,0.3335920066392394,male,Janney Montgomery Scott LLC,"('AME', '2018 q4')",0.0
29982,IEX,2018 q4,2010,0.3119661449546521,Mr. Michael Gaugler,0.3313097403359821,male,Janney Montgomery Scott LLC,"('IEX', '2018 q4')",0.12269609048962593
29983,AME,2018 q4,2010,0.5636184757095086,"Allison A. Poliniak-Cusic, CFA",0.286516358637036,female,"Wells Fargo Securities, LLC","('AME', '2018 q4')",0.01666666753590107
29984,FAST,2018 q4,2010,0.5596513633787805,"Allison A. Poliniak-Cusic, CFA",0.3553726527478383,female,"Wells Fargo Securities, LLC","('FAST', '2018 q4')",0.0
29985,GWW,2018 q4,2010,0.7278681155591745,"Allison A. Poliniak-Cusic, CFA",0.3637845599742471,female,"Wells Fargo Securities, LLC","('GWW', '2018 q4')",0.0
29986,IEX,2018 q4,2010,0.3119661449546521,"Allison A. Poliniak-Cusic, CFA",0.2052591565672302,female,"Wells Fargo Securities, LLC","('IEX', '2018 q4')",0.0
29987,ROP,2018 q4,2010,0.6965059020542763,"Allison A. Poliniak-Cusic, CFA",0.4391653460723684,female,"Wells Fargo Securities, LLC","('ROP', '2018 q4')",0.0
29988,WAB,2018 q4,2010,0.5806115591881795,"Allison A. Poliniak-Cusic, CFA",0.4103739715411789,female,"Wells Fargo Securities, LLC","('WAB', '2018 q4')",0.0
29989,AME,2018 q4,2010,0.5636184757095086,"Mr. Deane Dray, CFA",0.2117112712306029,male,RBC Capital Markets,"('AME', '2018 q4')",0.01666666753590107
29990,DOV,2018 q4,2010,0.6831598378147152,"Mr. Deane Dray, CFA",0.2593881844213558,male,RBC Capital Markets,"('DOV', '2018 q4')",0.0
29991,EMR,2018 q4,2010,0.4591970618929255,"Mr. Deane Dray, CFA",0.1494096235170619,male,RBC Capital Markets,"('EMR', '2018 q4')",0.0
29992,ETN,2018 q4,2010,0.5766383771272383,"Mr. Deane Dray, CFA",0.1703434580974147,male,RBC Capital Markets,"('ETN', '2018 q4')",0.0
29993,FLS,2018 q4,2010,0.4746064625986006,"Mr. Deane Dray, CFA",0.222688825042404,male,RBC Capital Markets,"('FLS', '2018 q4')",0.0
29994,GD,2018 q4,2010,0.5307785639813948,"Mr. Deane Dray, CFA",0.2738949914166415,male,RBC Capital Markets,"('GD', '2018 q4')",0.0
29995,GE,2018 q4,2010,0.3942371182353741,"Mr. Deane Dray, CFA",0.1035543841195042,male,RBC Capital Markets,"('GE', '2018 q4')",0.0
29996,GWW,2018 q4,2010,0.7278681155591745,"Mr. Deane Dray, CFA",0.4674731504639192,male,RBC Capital Markets,"('GWW', '2018 q4')",0.0
29997,HON,2018 q4,2010,0.5123091167946763,"Mr. Deane Dray, CFA",0.1090039816877851,male,RBC Capital Markets,"('HON', '2018 q4')",0.0
29998,IEX,2018 q4,2010,0.3119661449546521,"Mr. Deane Dray, CFA",0.1068487520152272,male,RBC Capital Markets,"('IEX', '2018 q4')",0.0
29999,MMM,2018 q4,2010,0.6507901488642547,"Mr. Deane Dray, CFA",0.2139129426147912,male,RBC Capital Markets,"('MMM', '2018 q4')",0.0
30000,PNR,2018 q4,2010,0.8129010078466407,"Mr. Deane Dray, CFA",0.5574362692976227,male,RBC Capital Markets,"('PNR', '2018 q4')",0.0
30001,ROP,2018 q4,2010,0.6965059020542763,"Mr. Deane Dray, CFA",0.3906284022071672,male,RBC Capital Markets,"('ROP', '2018 q4')",0.0
30002,RTX,2018 q4,2010,0.6068331283495048,"Mr. Deane Dray, CFA",0.2110010152753272,male,RBC Capital Markets,"('RTX', '2018 q4')",0.0
30003,AME,2018 q4,2010,0.5636184757095086,Mr. Sawyer C. Rice,0.5601317239860645,male,Morgan Stanley,"('AME', '2018 q4')",0.0
30004,DOV,2018 q4,2010,0.6831598378147152,Mr. Sawyer C. Rice,0.4160203346097216,male,Morgan Stanley,"('DOV', '2018 q4')",0.0
30005,AOS,2018 q4,2010,0.417778973842424,Mr. Charles D. Brady,0.4012023028066218,male,SunTrust Robinson Humphrey Capital Markets,"('AOS', '2018 q4')",0.0
30006,DOV,2018 q4,2010,0.6831598378147152,Mr. Charles D. Brady,0.4332539075280057,male,SunTrust Robinson Humphrey Capital Markets,"('DOV', '2018 q4')",0.011459976434707642
30007,FLS,2018 q4,2010,0.4746064625986006,Mr. Charles D. Brady,0.258094214012783,male,SunTrust Robinson Humphrey Capital Markets,"('FLS', '2018 q4')",0.0
30008,GD,2018 q4,2010,0.5307785639813948,Mr. Charles D. Brady,0.2288649047960664,male,SunTrust Robinson Humphrey Capital Markets,"('GD', '2018 q4')",0.0
30009,IEX,2018 q4,2010,0.3119661449546521,Mr. Charles D. Brady,0.1694524177169879,male,SunTrust Robinson Humphrey Capital Markets,"('IEX', '2018 q4')",0.0
30010,BA,2018 q4,2010,0.607733200319873,Mr. David Strauss,0.8217837405683832,male,Barclays,"('BA', '2018 q4')",0.0
30011,LHX,2018 q4,2010,0.7717036001593799,Mr. David Strauss,0.5846512858440269,male,Barclays,"('LHX', '2018 q4')",0.0
30012,LMT,2018 q4,2010,0.500795599049271,Mr. David Strauss,0.3711856141754261,male,Barclays,"('LMT', '2018 q4')",0.0
30013,NOC,2018 q4,2010,0.629607685057427,Mr. David Strauss,0.7050214267258701,male,Barclays,"('NOC', '2018 q4')",0.0
30014,TXT,2018 q4,2010,0.7277509053976506,Mr. David Strauss,0.7532548081543924,male,Barclays,"('TXT', '2018 q4')",0.0
30015,BA,2018 q4,2010,0.607733200319873,Mr. James A. Corridore,0.515225203192718,male,CFRA Equity Research,"('BA', '2018 q4')",0.0
30016,GE,2018 q4,2010,0.3942371182353741,Mr. James A. Corridore,0.5024318459770793,male,CFRA Equity Research,"('GE', '2018 q4')",0.0
30017,HII,2018 q4,2010,0.7867961929672682,Mr. James A. Corridore,0.7576770428218886,male,CFRA Equity Research,"('HII', '2018 q4')",0.0
30018,HON,2018 q4,2010,0.5123091167946763,Mr. James A. Corridore,0.5895930279953154,male,CFRA Equity Research,"('HON', '2018 q4')",0.0
30019,LMT,2018 q4,2010,0.500795599049271,Mr. James A. Corridore,0.5053678896784253,male,CFRA Equity Research,"('LMT', '2018 q4')",0.0
30020,MMM,2018 q4,2010,0.6507901488642547,Mr. James A. Corridore,0.8796910733121784,male,CFRA Equity Research,"('MMM', '2018 q4')",0.013244851802786192
30021,NOC,2018 q4,2010,0.629607685057427,Mr. James A. Corridore,0.6940668927819083,male,CFRA Equity Research,"('NOC', '2018 q4')",0.0
30022,ROP,2018 q4,2010,0.6965059020542763,Mr. James A. Corridore,0.8892240233689599,male,CFRA Equity Research,"('ROP', '2018 q4')",0.0
30023,RTX,2018 q4,2010,0.6068331283495048,Mr. James A. Corridore,0.6675274723674303,male,CFRA Equity Research,"('RTX', '2018 q4')",0.0
30024,TDG,2018 q4,2010,0.4886854220548294,Mr. James A. Corridore,0.815277080143852,male,CFRA Equity Research,"('TDG', '2018 q4')",0.0
30025,TXT,2018 q4,2010,0.7277509053976506,Mr. James A. Corridore,0.6834358632987524,male,CFRA Equity Research,"('TXT', '2018 q4')",0.0
30026,BA,2018 q4,2010,0.607733200319873,Mr. Chris Higgins,0.4613100594300255,male,"Morningstar, Inc.","('BA', '2018 q4')",0.0
30027,LMT,2018 q4,2010,0.500795599049271,Mr. Chris Higgins,0.4095391149345343,male,"Morningstar, Inc.","('LMT', '2018 q4')",0.0
30028,NOC,2018 q4,2010,0.629607685057427,Mr. Chris Higgins,0.6049397970825516,male,"Morningstar, Inc.","('NOC', '2018 q4')",0.0
30029,RTX,2018 q4,2010,0.6068331283495048,Mr. Chris Higgins,0.4771648260643856,male,"Morningstar, Inc.","('RTX', '2018 q4')",0.0
30030,TDG,2018 q4,2010,0.4886854220548294,Mr. Chris Higgins,0.6267264461689949,male,"Morningstar, Inc.","('TDG', '2018 q4')",0.0
30031,TXT,2018 q4,2010,0.7277509053976506,Mr. Chris Higgins,0.5940984856255905,male,"Morningstar, Inc.","('TXT', '2018 q4')",0.008044535294175148
30032,BA,2018 q4,2010,0.607733200319873,Mr. Sam J. Pearlstein,0.1925753096153584,male,"Wells Fargo Securities, LLC","('BA', '2018 q4')",0.0
30033,HWM,2018 q4,2010,0.8310204389700488,Mr. Sam J. Pearlstein,0.707333486618749,male,"Wells Fargo Securities, LLC","('HWM', '2018 q4')",0.0
30034,NOC,2018 q4,2010,0.629607685057427,Mr. Sam J. Pearlstein,0.3756059213263186,male,"Wells Fargo Securities, LLC","('NOC', '2018 q4')",0.01666666753590107
30035,RTX,2018 q4,2010,0.6068331283495048,Mr. Sam J. Pearlstein,0.2319033366139297,male,"Wells Fargo Securities, LLC","('RTX', '2018 q4')",0.0
30036,TXT,2018 q4,2010,0.7277509053976506,Mr. Sam J. Pearlstein,0.575214223140684,male,"Wells Fargo Securities, LLC","('TXT', '2018 q4')",0.0
30037,BA,2018 q4,2010,0.607733200319873,SADIF Research,0.978801459424689,Not a person,Sadif Analytics Prime,"('BA', '2018 q4')",0.959532618522644
30038,CAT,2018 q4,2010,0.7184313301477471,SADIF Research,0.9888095816980448,Not a person,Sadif Analytics Prime,"('CAT', '2018 q4')",0.9789994359016418
30039,DOV,2018 q4,2010,0.6831598378147152,SADIF Research,0.988960838535922,Not a person,Sadif Analytics Prime,"('DOV', '2018 q4')",0.9795810580253601
30040,FBHS,2018 q4,2010,0.6117311234986755,SADIF Research,0.9604513071863416,Not a person,Sadif Analytics Prime,"('FBHS', '2018 q4')",0.9135434329509735
30041,GWW,2018 q4,2010,0.7278681155591745,SADIF Research,0.9944632120871626,Not a person,Sadif Analytics Prime,"('GWW', '2018 q4')",0.9535744190216064
30042,HII,2018 q4,2010,0.7867961929672682,SADIF Research,0.9582544822631228,Not a person,Sadif Analytics Prime,"('HII', '2018 q4')",0.934667706489563
30043,JCI,2018 q4,2010,0.7001340093112527,SADIF Research,0.9968669860672325,Not a person,Sadif Analytics Prime,"('JCI', '2018 q4')",0.9742904305458069
30044,LHX,2018 q4,2010,0.7717036001593799,SADIF Research,0.9858185547671704,Not a person,Sadif Analytics Prime,"('LHX', '2018 q4')",0.9478605389595032
30045,MAS,2018 q4,2010,0.5794951252110354,SADIF Research,0.947988120835368,Not a person,Sadif Analytics Prime,"('MAS', '2018 q4')",0.942087709903717
30046,MMM,2018 q4,2010,0.6507901488642547,SADIF Research,0.9826070445091908,Not a person,Sadif Analytics Prime,"('MMM', '2018 q4')",0.9782261848449707
30047,PH,2018 q4,2010,0.6640955285893256,SADIF Research,0.9912852587353156,Not a person,Sadif Analytics Prime,"('PH', '2018 q4')",0.9797923564910889
30048,PNR,2018 q4,2010,0.8129010078466407,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PNR', '2018 q4')",0.9791495203971863
30049,RTX,2018 q4,2010,0.6068331283495048,SADIF Research,0.9843955754068862,Not a person,Sadif Analytics Prime,"('RTX', '2018 q4')",0.9792227149009705
30050,TT,2018 q4,2010,0.7030486838626574,SADIF Research,0.9948928080262344,Not a person,Sadif Analytics Prime,"('TT', '2018 q4')",0.9788513779640198
30051,TXT,2018 q4,2010,0.7277509053976506,SADIF Research,0.9904525966946112,Not a person,Sadif Analytics Prime,"('TXT', '2018 q4')",0.9516777992248535
30052,WAB,2018 q4,2010,0.5806115591881795,SADIF Research,0.956104818072251,Not a person,Sadif Analytics Prime,"('WAB', '2018 q4')",0.8963513374328613
30053,BA,2018 q4,2010,0.607733200319873,Hunter K. Keay,0.2430334836633602,male,Wolfe Research,"('BA', '2018 q4')",0.008090517794092497
30054,LMT,2018 q4,2010,0.500795599049271,Hunter K. Keay,0.4712529218659969,male,Wolfe Research,"('LMT', '2018 q4')",0.0
30055,TDG,2018 q4,2010,0.4886854220548294,Hunter K. Keay,0.3148604688734556,male,Wolfe Research,"('TDG', '2018 q4')",0.0
30056,BA,2018 q4,2010,0.607733200319873,"Mr. Cai Von Rumohr, CFA",0.1525762437234295,male,Cowen and Company,"('BA', '2018 q4')",0.0
30057,LMT,2018 q4,2010,0.500795599049271,"Mr. Cai Von Rumohr, CFA",0.1378061389134994,male,Cowen and Company,"('LMT', '2018 q4')",0.0
30058,NOC,2018 q4,2010,0.629607685057427,"Mr. Cai Von Rumohr, CFA",0.3009840777377673,male,Cowen and Company,"('NOC', '2018 q4')",0.0
30059,RTX,2018 q4,2010,0.6068331283495048,"Mr. Cai Von Rumohr, CFA",0.3383972234197714,male,Cowen and Company,"('RTX', '2018 q4')",0.0
30060,BA,2018 q4,2010,0.607733200319873,Ronald J. J. Epstein,0.3397098260006518,male,BofA Global Research,"('BA', '2018 q4')",0.01666666753590107
30061,HII,2018 q4,2010,0.7867961929672682,Ronald J. J. Epstein,0.6140847724371394,male,BofA Global Research,"('HII', '2018 q4')",0.014034089632332325
30062,LMT,2018 q4,2010,0.500795599049271,Ronald J. J. Epstein,0.2411733600972953,male,BofA Global Research,"('LMT', '2018 q4')",0.0
30063,NOC,2018 q4,2010,0.629607685057427,Ronald J. J. Epstein,0.2728016192996351,male,BofA Global Research,"('NOC', '2018 q4')",0.03608132340013981
30064,RTX,2018 q4,2010,0.6068331283495048,Ronald J. J. Epstein,0.2802110760623716,male,BofA Global Research,"('RTX', '2018 q4')",0.0
30065,TDG,2018 q4,2010,0.4886854220548294,Ronald J. J. Epstein,0.3316104360053305,male,BofA Global Research,"('TDG', '2018 q4')",0.0
30066,TXT,2018 q4,2010,0.7277509053976506,Ronald J. J. Epstein,0.3134068619697859,male,BofA Global Research,"('TXT', '2018 q4')",0.0
30067,BA,2018 q4,2010,0.607733200319873,Mr. Ken G. Herbert,0.2127055802059193,male,Canaccord Genuity,"('BA', '2018 q4')",0.024160321801900864
30068,TDG,2018 q4,2010,0.4886854220548294,Mr. Ken G. Herbert,0.2496341573689816,male,Canaccord Genuity,"('TDG', '2018 q4')",0.043385024182498455
30069,BA,2018 q4,2010,0.607733200319873,Mr. Robert M. Spingarn,0.2661652673017988,male,Credit Suisse,"('BA', '2018 q4')",0.0
30070,HII,2018 q4,2010,0.7867961929672682,Mr. Robert M. Spingarn,0.6451300932926533,male,Credit Suisse,"('HII', '2018 q4')",0.01919805444777012
30071,LHX,2018 q4,2010,0.7717036001593799,Mr. Robert M. Spingarn,0.6237017175012488,male,Credit Suisse,"('LHX', '2018 q4')",0.0
30072,NOC,2018 q4,2010,0.629607685057427,Mr. Robert M. Spingarn,0.3769995707277635,male,Credit Suisse,"('NOC', '2018 q4')",0.023769300431013107
30073,TDG,2018 q4,2010,0.4886854220548294,Mr. Robert M. Spingarn,0.2160586337395987,male,Credit Suisse,"('TDG', '2018 q4')",0.0
30074,BA,2018 q4,2010,0.607733200319873,Sheila Kahyaoglu,0.1675621371466722,female,Jefferies,"('BA', '2018 q4')",0.0
30075,HON,2018 q4,2010,0.5123091167946763,Sheila Kahyaoglu,0.3103756575846421,female,Jefferies,"('HON', '2018 q4')",0.0
30076,LMT,2018 q4,2010,0.500795599049271,Sheila Kahyaoglu,0.2238671028055813,female,Jefferies,"('LMT', '2018 q4')",0.0
30077,NOC,2018 q4,2010,0.629607685057427,Sheila Kahyaoglu,0.4786639473425448,female,Jefferies,"('NOC', '2018 q4')",0.0
30078,RTX,2018 q4,2010,0.6068331283495048,Sheila Kahyaoglu,0.2804548854531375,female,Jefferies,"('RTX', '2018 q4')",0.0
30079,TXT,2018 q4,2010,0.7277509053976506,Sheila Kahyaoglu,0.381986790285211,female,Jefferies,"('TXT', '2018 q4')",0.014438326470553875
30080,BA,2018 q4,2010,0.607733200319873,Mr. Krishna BS,0.6572462693047748,male,Crispidea,"('BA', '2018 q4')",0.0
30081,CAT,2018 q4,2010,0.7184313301477471,Mr. Krishna BS,0.6496352647613979,male,Crispidea,"('CAT', '2018 q4')",0.0
30082,CMI,2018 q4,2010,0.5882308508315841,Mr. Krishna BS,0.5797296966339405,male,Crispidea,"('CMI', '2018 q4')",0.0
30083,HON,2018 q4,2010,0.5123091167946763,Mr. Krishna BS,0.5532103856001113,male,Crispidea,"('HON', '2018 q4')",0.0
30084,LMT,2018 q4,2010,0.500795599049271,Mr. Krishna BS,0.633720761791145,male,Crispidea,"('LMT', '2018 q4')",0.0
30085,MMM,2018 q4,2010,0.6507901488642547,Mr. Krishna BS,0.8217784096657037,male,Crispidea,"('MMM', '2018 q4')",0.01350745651870966
30086,NOC,2018 q4,2010,0.629607685057427,Mr. Krishna BS,0.6331469444371639,male,Crispidea,"('NOC', '2018 q4')",0.0
30087,PCAR,2018 q4,2010,0.6171115044468214,Mr. Krishna BS,0.6212386704939974,male,Crispidea,"('PCAR', '2018 q4')",0.0
30088,RTX,2018 q4,2010,0.6068331283495048,Mr. Krishna BS,0.6896266903015916,male,Crispidea,"('RTX', '2018 q4')",0.011153499595820904
30089,TXT,2018 q4,2010,0.7277509053976506,Mr. Krishna BS,0.7021086058179988,male,Crispidea,"('TXT', '2018 q4')",0.0
30090,BA,2018 q4,2010,0.607733200319873,Mr. Zafar Khan,0.8552403406871468,male,Societe Generale,"('BA', '2018 q4')",0.0
30091,BA,2018 q4,2010,0.607733200319873,Rajeev Lalwani,0.2087469933356472,male,Morgan Stanley,"('BA', '2018 q4')",0.021787220612168312
30092,LMT,2018 q4,2010,0.500795599049271,Rajeev Lalwani,0.3672723651714394,male,Morgan Stanley,"('LMT', '2018 q4')",0.0
30093,RTX,2018 q4,2010,0.6068331283495048,Rajeev Lalwani,0.6109410834337751,male,Morgan Stanley,"('RTX', '2018 q4')",0.03333333507180214
30094,CAT,2018 q4,2010,0.7184313301477471,"Saree Boroditsky, CFA",0.282119261679766,female,Jefferies,"('CAT', '2018 q4')",0.0
30095,CMI,2018 q4,2010,0.5882308508315841,"Saree Boroditsky, CFA",0.4404145688541868,female,Jefferies,"('CMI', '2018 q4')",0.0
30096,DE,2018 q4,2010,0.5565545899322215,"Saree Boroditsky, CFA",0.3332547394136725,female,Jefferies,"('DE', '2018 q4')",0.0
30097,ETN,2018 q4,2010,0.5766383771272383,"Saree Boroditsky, CFA",0.3084293218471207,female,Jefferies,"('ETN', '2018 q4')",0.0
30098,ITW,2018 q4,2010,0.5545051497170292,"Saree Boroditsky, CFA",0.2742423903256853,female,Jefferies,"('ITW', '2018 q4')",0.0
30099,PH,2018 q4,2010,0.6640955285893256,"Saree Boroditsky, CFA",0.3367570143171068,female,Jefferies,"('PH', '2018 q4')",0.0
30100,CAT,2018 q4,2010,0.7184313301477471,Mr. Ross P. Gilardi,0.4292053986455705,male,BofA Global Research,"('CAT', '2018 q4')",0.008964291587471963
30101,CMI,2018 q4,2010,0.5882308508315841,Mr. Ross P. Gilardi,0.3452507515448298,male,BofA Global Research,"('CMI', '2018 q4')",0.0
30102,ITW,2018 q4,2010,0.5545051497170292,Mr. Ross P. Gilardi,0.418053097203983,male,BofA Global Research,"('ITW', '2018 q4')",0.0
30103,URI,2018 q4,2010,0.6490750039000304,Mr. Ross P. Gilardi,0.4498451955187135,male,BofA Global Research,"('URI', '2018 q4')",0.01666666753590107
30104,CAT,2018 q4,2010,0.7184313301477471,Research Department,0.6583310477168977,Not a person,Trefis,"('CAT', '2018 q4')",0.02378522977232933
30105,TXT,2018 q4,2010,0.7277509053976506,Research Department,0.4014801169514947,Not a person,Trefis,"('TXT', '2018 q4')",0.0
30106,CAT,2018 q4,2010,0.7184313301477471,Mr. Scott L. Pope,0.8032650855627383,male,"Morningstar, Inc.","('CAT', '2018 q4')",0.0
30107,DE,2018 q4,2010,0.5565545899322215,Mr. Scott L. Pope,0.5800542250383743,male,"Morningstar, Inc.","('DE', '2018 q4')",0.0
30108,CAT,2018 q4,2010,0.7184313301477471,Andrew M. Casey,0.5345156770606327,male,"Wells Fargo Securities, LLC","('CAT', '2018 q4')",0.016807442530989647
30109,CMI,2018 q4,2010,0.5882308508315841,Andrew M. Casey,0.1875656619951501,male,"Wells Fargo Securities, LLC","('CMI', '2018 q4')",0.0
30110,DE,2018 q4,2010,0.5565545899322215,Andrew M. Casey,0.3195578462522119,male,"Wells Fargo Securities, LLC","('DE', '2018 q4')",0.0
30111,ETN,2018 q4,2010,0.5766383771272383,Andrew M. Casey,0.1976719779039267,male,"Wells Fargo Securities, LLC","('ETN', '2018 q4')",0.0
30112,ITW,2018 q4,2010,0.5545051497170292,Andrew M. Casey,0.3175497349167061,male,"Wells Fargo Securities, LLC","('ITW', '2018 q4')",0.008166052401065826
30113,PCAR,2018 q4,2010,0.6171115044468214,Andrew M. Casey,0.3416249816146779,male,"Wells Fargo Securities, LLC","('PCAR', '2018 q4')",0.0
30114,PH,2018 q4,2010,0.6640955285893256,Andrew M. Casey,0.2796495599524884,male,"Wells Fargo Securities, LLC","('PH', '2018 q4')",0.0
30115,CAT,2018 q4,2010,0.7184313301477471,Mr. Adam Seiden,0.4941254164239387,male,Barclays,"('CAT', '2018 q4')",0.0
30116,CMI,2018 q4,2010,0.5882308508315841,Mr. Adam Seiden,0.7761612482068427,male,Barclays,"('CMI', '2018 q4')",0.0
30117,CAT,2018 q4,2010,0.7184313301477471,Ms. Jamie Cook,0.3189444241132707,female,Credit Suisse,"('CAT', '2018 q4')",0.0
30118,CMI,2018 q4,2010,0.5882308508315841,Ms. Jamie Cook,0.2679344649625652,female,Credit Suisse,"('CMI', '2018 q4')",0.0
30119,DE,2018 q4,2010,0.5565545899322215,Ms. Jamie Cook,0.2619148448850268,female,Credit Suisse,"('DE', '2018 q4')",0.0
30120,ITW,2018 q4,2010,0.5545051497170292,Ms. Jamie Cook,0.4161043185762202,female,Credit Suisse,"('ITW', '2018 q4')",0.0
30121,PCAR,2018 q4,2010,0.6171115044468214,Ms. Jamie Cook,0.3274821611976857,female,Credit Suisse,"('PCAR', '2018 q4')",0.0
30122,PH,2018 q4,2010,0.6640955285893256,Ms. Jamie Cook,0.337447603715052,female,Credit Suisse,"('PH', '2018 q4')",0.0
30123,CAT,2018 q4,2010,0.7184313301477471,Mr. Seth Weber,0.2510777463887409,male,RBC Capital Markets,"('CAT', '2018 q4')",0.0
30124,DE,2018 q4,2010,0.5565545899322215,Mr. Seth Weber,0.2015013625379446,male,RBC Capital Markets,"('DE', '2018 q4')",0.0
30125,PCAR,2018 q4,2010,0.6171115044468214,Mr. Seth Weber,0.4127970019584218,male,RBC Capital Markets,"('PCAR', '2018 q4')",0.01666666753590107
30126,URI,2018 q4,2010,0.6490750039000304,Mr. Seth Weber,0.2773199606723341,male,RBC Capital Markets,"('URI', '2018 q4')",0.013874733820557594
30127,CAT,2018 q4,2010,0.7184313301477471,"Mr. Matthew L. Hose, CFA",0.803989738609939,male,Jefferies,"('CAT', '2018 q4')",0.0
30128,CAT,2018 q4,2010,0.7184313301477471,Mr. Luis J. Amadeo,0.4309764039984848,male,"Oppenheimer & Co., Inc.","('CAT', '2018 q4')",0.0
30129,CMI,2018 q4,2010,0.5882308508315841,Mr. Luis J. Amadeo,0.2079395318414882,male,"Oppenheimer & Co., Inc.","('CMI', '2018 q4')",0.0
30130,JCI,2018 q4,2010,0.7001340093112527,Mr. Luis J. Amadeo,0.4662152382605946,male,"Oppenheimer & Co., Inc.","('JCI', '2018 q4')",0.0
30131,ROK,2018 q4,2010,0.6292393771743632,Mr. Luis J. Amadeo,0.3100378106924139,male,"Oppenheimer & Co., Inc.","('ROK', '2018 q4')",0.0
30132,CAT,2018 q4,2010,0.7184313301477471,Courtney Yakavonis,0.3698100272395106,female,Morgan Stanley,"('CAT', '2018 q4')",0.0
30133,CMI,2018 q4,2010,0.5882308508315841,Courtney Yakavonis,0.4126499811112064,female,Morgan Stanley,"('CMI', '2018 q4')",0.0
30134,DE,2018 q4,2010,0.5565545899322215,Courtney Yakavonis,0.3341406183931688,female,Morgan Stanley,"('DE', '2018 q4')",0.0
30135,URI,2018 q4,2010,0.6490750039000304,Courtney Yakavonis,0.2596923333967383,female,Morgan Stanley,"('URI', '2018 q4')",0.0
30136,CMI,2018 q4,2010,0.5882308508315841,Mr. Alexander E. Potter,0.300811976501007,male,Piper Sandler Companies,"('CMI', '2018 q4')",0.0
30137,CMI,2018 q4,2010,0.5882308508315841,Mr. Scott H. Group,0.1794315665119255,male,Wolfe Research,"('CMI', '2018 q4')",0.0
30138,WAB,2018 q4,2010,0.5806115591881795,Mr. Scott H. Group,0.3776257917034716,male,Wolfe Research,"('WAB', '2018 q4')",0.0
30139,DE,2018 q4,2010,0.5565545899322215,Credit Suisse Global Product Marketing,0.5606094972560288,Not a person,Credit Suisse,"('DE', '2018 q4')",0.0
30140,DOV,2018 q4,2010,0.6831598378147152,Joshua Aguilar,0.7065954815839796,male,"Morningstar, Inc.","('DOV', '2018 q4')",0.013893208466470242
30141,EMR,2018 q4,2010,0.4591970618929255,Joshua Aguilar,0.57115042397588,male,"Morningstar, Inc.","('EMR', '2018 q4')",0.0
30142,GE,2018 q4,2010,0.3942371182353741,Joshua Aguilar,0.3451452343504747,male,"Morningstar, Inc.","('GE', '2018 q4')",0.003921568831976722
30143,HON,2018 q4,2010,0.5123091167946763,Joshua Aguilar,0.4814107852923573,male,"Morningstar, Inc.","('HON', '2018 q4')",0.0
30144,MMM,2018 q4,2010,0.6507901488642547,Joshua Aguilar,0.7048999497315326,male,"Morningstar, Inc.","('MMM', '2018 q4')",0.008333333767950535
30145,ROK,2018 q4,2010,0.6292393771743632,Joshua Aguilar,0.609021843961109,male,"Morningstar, Inc.","('ROK', '2018 q4')",0.022222223381201427
30146,EMR,2018 q4,2010,0.4591970618929255,Mr. Nigel E. Coe,0.098618280469042,male,Wolfe Research,"('EMR', '2018 q4')",0.0
30147,GD,2018 q4,2010,0.5307785639813948,Mr. Nigel E. Coe,0.3906416235024085,male,Wolfe Research,"('GD', '2018 q4')",0.0
30148,GE,2018 q4,2010,0.3942371182353741,Mr. Nigel E. Coe,0.2099524061191243,male,Wolfe Research,"('GE', '2018 q4')",0.0
30149,HON,2018 q4,2010,0.5123091167946763,Mr. Nigel E. Coe,0.0871812249696951,male,Wolfe Research,"('HON', '2018 q4')",0.0
30150,ITW,2018 q4,2010,0.5545051497170292,Mr. Nigel E. Coe,0.2205367430777015,male,Wolfe Research,"('ITW', '2018 q4')",0.019527219235897064
30151,JCI,2018 q4,2010,0.7001340093112527,Mr. Nigel E. Coe,0.4747245162213629,male,Wolfe Research,"('JCI', '2018 q4')",0.0
30152,MMM,2018 q4,2010,0.6507901488642547,Mr. Nigel E. Coe,0.2199503756373442,male,Wolfe Research,"('MMM', '2018 q4')",0.0
30153,RTX,2018 q4,2010,0.6068331283495048,Mr. Nigel E. Coe,0.2641847371903176,male,Wolfe Research,"('RTX', '2018 q4')",0.005049855448305607
30154,TT,2018 q4,2010,0.7030486838626574,Mr. Nigel E. Coe,0.2241146745925999,male,Wolfe Research,"('TT', '2018 q4')",0.0
30155,EMR,2018 q4,2010,0.4591970618929255,Ms. Nicole DeBlase,0.3908866463817745,female,Deutsche Bank,"('EMR', '2018 q4')",0.0
30156,ETN,2018 q4,2010,0.5766383771272383,Ms. Nicole DeBlase,0.4734320218353562,female,Deutsche Bank,"('ETN', '2018 q4')",0.0
30157,GE,2018 q4,2010,0.3942371182353741,Ms. Nicole DeBlase,0.2109392220122639,female,Deutsche Bank,"('GE', '2018 q4')",0.0
30158,HON,2018 q4,2010,0.5123091167946763,Ms. Nicole DeBlase,0.815091390009415,female,Deutsche Bank,"('HON', '2018 q4')",0.0
30159,IR,2018 q4,2010,0.5403329710292173,Ms. Nicole DeBlase,0.4897771051917051,female,Deutsche Bank,"('IR', '2018 q4')",0.0
30160,ITW,2018 q4,2010,0.5545051497170292,Ms. Nicole DeBlase,0.3646528592499364,female,Deutsche Bank,"('ITW', '2018 q4')",0.0
30161,MMM,2018 q4,2010,0.6507901488642547,Ms. Nicole DeBlase,0.3119645272332864,female,Deutsche Bank,"('MMM', '2018 q4')",0.0
30162,PH,2018 q4,2010,0.6640955285893256,Ms. Nicole DeBlase,0.3234613241185211,female,Deutsche Bank,"('PH', '2018 q4')",0.0
30163,SWK,2018 q4,2010,0.5082407891545079,Ms. Nicole DeBlase,0.191405371323175,female,Deutsche Bank,"('SWK', '2018 q4')",0.0
30164,EMR,2018 q4,2010,0.4591970618929255,Shri Puneet Garg,0.2182693009749225,male,HSBC,"('EMR', '2018 q4')",0.0
30165,HON,2018 q4,2010,0.5123091167946763,Shri Puneet Garg,0.1350184254163222,male,HSBC,"('HON', '2018 q4')",0.0
30166,JCI,2018 q4,2010,0.7001340093112527,Shri Puneet Garg,0.3155073199898278,male,HSBC,"('JCI', '2018 q4')",0.0
30167,RTX,2018 q4,2010,0.6068331283495048,Shri Puneet Garg,0.240117899579945,male,HSBC,"('RTX', '2018 q4')",0.0
30168,ETN,2018 q4,2010,0.5766383771272383,Mr. Nicholas P. Heymann,0.2014635078186553,male,William Blair & Company,"('ETN', '2018 q4')",0.0
30169,GE,2018 q4,2010,0.3942371182353741,Mr. Nicholas P. Heymann,0.2375858388992844,male,William Blair & Company,"('GE', '2018 q4')",0.0
30170,HON,2018 q4,2010,0.5123091167946763,Mr. Nicholas P. Heymann,0.2091537173045008,male,William Blair & Company,"('HON', '2018 q4')",0.0
30171,JCI,2018 q4,2010,0.7001340093112527,Mr. Nicholas P. Heymann,0.3139066947932145,male,William Blair & Company,"('JCI', '2018 q4')",0.0
30172,MMM,2018 q4,2010,0.6507901488642547,Mr. Nicholas P. Heymann,0.3899453589678153,male,William Blair & Company,"('MMM', '2018 q4')",0.0
30173,ROK,2018 q4,2010,0.6292393771743632,Mr. Nicholas P. Heymann,0.2562849408693073,male,William Blair & Company,"('ROK', '2018 q4')",0.0
30174,RTX,2018 q4,2010,0.6068331283495048,Mr. Nicholas P. Heymann,0.199089436080031,male,William Blair & Company,"('RTX', '2018 q4')",0.0
30175,TT,2018 q4,2010,0.7030486838626574,Mr. Nicholas P. Heymann,0.3472773620099055,male,William Blair & Company,"('TT', '2018 q4')",0.0
30176,WAB,2018 q4,2010,0.5806115591881795,Mr. Nicholas P. Heymann,0.2775669176530634,male,William Blair & Company,"('WAB', '2018 q4')",0.0
30177,ETN,2018 q4,2010,0.5766383771272383,UMI Team,0.70986694547906,Not a person,UnivDatos Market Insights (UMI),"('ETN', '2018 q4')",0.0
30178,FAST,2018 q4,2010,0.5596513633787805,"Ryan J. Merkel, CFA",0.4465680251395837,male,William Blair & Company,"('FAST', '2018 q4')",0.0
30179,GWW,2018 q4,2010,0.7278681155591745,"Ryan J. Merkel, CFA",0.4321339202168808,male,William Blair & Company,"('GWW', '2018 q4')",0.0
30180,FBHS,2018 q4,2010,0.6117311234986755,Mr. Alvaro Lacayo,0.2859038127152554,male,Gabelli & Company,"('FBHS', '2018 q4')",0.0
30181,FBHS,2018 q4,2010,0.6117311234986755,Keith B. Hughes,0.5872412271880202,male,SunTrust Robinson Humphrey Capital Markets,"('FBHS', '2018 q4')",0.0
30182,MAS,2018 q4,2010,0.5794951252110354,Keith B. Hughes,0.2476371530700508,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2018 q4')",0.0
30183,FBHS,2018 q4,2010,0.6117311234986755,Ms. Susan M. Maklari,0.3352912049867946,female,Credit Suisse,"('FBHS', '2018 q4')",0.0
30184,MAS,2018 q4,2010,0.5794951252110354,Ms. Susan M. Maklari,0.4725415342988015,female,Credit Suisse,"('MAS', '2018 q4')",0.0
30185,SWK,2018 q4,2010,0.5082407891545079,Ms. Susan M. Maklari,0.5549767558321149,female,Credit Suisse,"('SWK', '2018 q4')",0.0
30186,FBHS,2018 q4,2010,0.6117311234986755,"John Lovallo, II",0.4879380755069819,male,BofA Global Research,"('FBHS', '2018 q4')",0.0
30187,MAS,2018 q4,2010,0.5794951252110354,"John Lovallo, II",0.5229172987226965,male,BofA Global Research,"('MAS', '2018 q4')",0.03508801385760307
30188,FBHS,2018 q4,2010,0.6117311234986755,Michael Dahl,0.302019838796999,male,RBC Capital Markets,"('FBHS', '2018 q4')",0.0
30189,MAS,2018 q4,2010,0.5794951252110354,Michael Dahl,0.2691368241855375,male,RBC Capital Markets,"('MAS', '2018 q4')",0.0
30190,FBHS,2018 q4,2010,0.6117311234986755,Matthew A. Bouley,0.2434562935773204,male,Barclays,"('FBHS', '2018 q4')",0.0
30191,MAS,2018 q4,2010,0.5794951252110354,Matthew A. Bouley,0.2588758266694602,male,Barclays,"('MAS', '2018 q4')",0.013773159123957157
30192,FBHS,2018 q4,2010,0.6117311234986755,Mr. Stephen S. Kim,0.2871492714871241,male,EVERCORE ISI,"('FBHS', '2018 q4')",0.0
30193,MAS,2018 q4,2010,0.5794951252110354,Mr. Stephen S. Kim,0.2948722873686338,male,EVERCORE ISI,"('MAS', '2018 q4')",0.0
30194,GD,2018 q4,2010,0.5307785639813948,"Brian P. Drab, CFA",0.3944366065797699,male,William Blair & Company,"('GD', '2018 q4')",0.0
30195,GE,2018 q4,2010,0.3942371182353741,Douglas Karson,0.6501086624788953,male,BofA Global Research,"('GE', '2018 q4')",0.03333333507180214
30196,GE,2018 q4,2010,0.3942371182353741,"Mr. Justin L. Bergner, CFA",0.1336018107394371,male,Gabelli & Company,"('GE', '2018 q4')",0.0
30197,ROK,2018 q4,2010,0.6292393771743632,"Mr. Justin L. Bergner, CFA",0.5490291819077632,male,Gabelli & Company,"('ROK', '2018 q4')",0.0
30198,SWK,2018 q4,2010,0.5082407891545079,"Mr. Justin L. Bergner, CFA",0.2457168518939448,male,Gabelli & Company,"('SWK', '2018 q4')",0.01666666753590107
30199,GE,2018 q4,2010,0.3942371182353741,Hans Mikkelsen,0.4749316030402576,male,BofA Global Research,"('GE', '2018 q4')",0.0
30200,HON,2018 q4,2010,0.5123091167946763,Mr. Gautam J. Khanna,0.7561708061208906,male,Cowen and Company,"('HON', '2018 q4')",0.011552530340850353
30201,JCI,2018 q4,2010,0.7001340093112527,Mr. Gautam J. Khanna,0.8309451403140627,male,Cowen and Company,"('JCI', '2018 q4')",0.013420683331787586
30202,LHX,2018 q4,2010,0.7717036001593799,Mr. Gautam J. Khanna,0.500627070577612,male,Cowen and Company,"('LHX', '2018 q4')",0.0
30203,TT,2018 q4,2010,0.7030486838626574,Mr. Gautam J. Khanna,0.8593889072833103,male,Cowen and Company,"('TT', '2018 q4')",0.0
30204,HON,2018 q4,2010,0.5123091167946763,Dawit Woldemariam,0.3810848728050032,male,"Morningstar, Inc.","('HON', '2018 q4')",0.0
30205,HWM,2018 q4,2010,0.8310204389700488,Mr. Andrew Lane,0.8134375435754454,male,"Morningstar, Inc.","('HWM', '2018 q4')",0.011737923448284468
30206,HWM,2018 q4,2010,0.8310204389700488,"Mr. Seth R. Rosenfeld, CFA",0.8866693834752292,male,Jefferies,"('HWM', '2018 q4')",0.025593943893909454
30207,IEX,2018 q4,2010,0.3119661449546521,Mr. Ryan M. Connors,0.465369371998792,male,"Boenning & Scattergood, Inc","('IEX', '2018 q4')",0.012663181871175766
30208,IR,2018 q4,2010,0.5403329710292173,Mr. William A. Herbert,0.446167595902013,male,Piper Sandler Companies,"('IR', '2018 q4')",0.0
30209,LHX,2018 q4,2010,0.7717036001593799,Mr. Keith Snyder,0.8398586838128513,male,CFRA Equity Research,"('LHX', '2018 q4')",0.0
30210,MAS,2018 q4,2010,0.5794951252110354,"Nishu Sood, CFA",0.2282956835230084,male,Deutsche Bank,"('MAS', '2018 q4')",0.01578073762357235
30211,MMM,2018 q4,2010,0.6507901488642547,"Mr. Laurence Alexander, CFA",0.3758386771114467,male,Jefferies,"('MMM', '2018 q4')",0.0
30212,PH,2018 q4,2010,0.6640955285893256,Mr. Joseph C. Giordano,0.5341994454052498,male,Cowen and Company,"('PH', '2018 q4')",0.0
30213,ROP,2018 q4,2010,0.6965059020542763,Mr. Joseph C. Giordano,0.7270107844365471,male,Cowen and Company,"('ROP', '2018 q4')",0.0
30214,RTX,2018 q4,2010,0.6068331283495048,Acquisdata Research Team,0.6184054040845978,Not a person,Acquisdata,"('RTX', '2018 q4')",0.0
30215,SNA,2018 q4,2010,0.6474872005083916,Richard Hilgert,0.8307231212878068,male,"Morningstar, Inc.","('SNA', '2018 q4')",0.0072154817171394825
30216,SNA,2018 q4,2010,0.6474872005083916,"Curtis Nagle, CFA",0.4190864102048114,male,BofA Global Research,"('SNA', '2018 q4')",0.015645192936062813
30217,SNA,2018 q4,2010,0.6474872005083916,Mr. Thomas Hayes,0.4204700965321758,male,Northcoast Research,"('SNA', '2018 q4')",0.0
30218,SWK,2018 q4,2010,0.5082407891545079,Mr. Thomas Hayes,0.4950057971800916,male,Northcoast Research,"('SWK', '2018 q4')",0.0
30219,SNA,2018 q4,2010,0.6474872005083916,"Mr. Bret D. Jordan, CFA, CFA",0.5002968480832389,male,Jefferies,"('SNA', '2018 q4')",0.0
30220,SWK,2018 q4,2010,0.5082407891545079,Mr. Steven E. Winoker,0.3675141632039656,male,UBS Equities,"('SWK', '2018 q4')",0.0
30221,TT,2018 q4,2010,0.7030486838626574,Mr. Steven E. Winoker,0.409511563930077,male,UBS Equities,"('TT', '2018 q4')",0.0
30222,TDG,2018 q4,2010,0.4886854220548294,Michael Ciarmoli,0.1958542096809983,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2018 q4')",0.0
30223,TDG,2018 q4,2010,0.4886854220548294,"Elliott L. Schlang, CFA",0.2096479827768091,male,Great Lakes/Wellington Shields,"('TDG', '2018 q4')",0.0
30224,WAB,2018 q4,2010,0.5806115591881795,"Elliott L. Schlang, CFA",0.4690836824509011,male,Great Lakes/Wellington Shields,"('WAB', '2018 q4')",0.0
30225,TT,2018 q4,2010,0.7030486838626574,"Mr. Stephen Tusa, Jr, CFA",0.6019068774407234,male,JPMorgan,"('TT', '2018 q4')",0.0
30226,TT,2018 q4,2010,0.7030486838626574,Mr. Joel G. Tiss,0.281450815637393,male,BMO Capital Markets,"('TT', '2018 q4')",0.01510536577552557
30227,URI,2018 q4,2010,0.6490750039000304,Mr. David M. Raso,0.4992812359306589,male,EVERCORE ISI,"('URI', '2018 q4')",0.0
30228,URI,2018 q4,2010,0.6490750039000304,Will Kirkness,0.6331075919890462,male,Jefferies,"('URI', '2018 q4')",0.0
30229,URI,2018 q4,2010,0.6490750039000304,Mr. John Healy,0.5609681980177526,male,Northcoast Research,"('URI', '2018 q4')",0.006307176314294338
30230,URI,2018 q4,2010,0.6490750039000304,Mr. Scott Schneeberger,0.3292621589416822,male,"Oppenheimer & Co., Inc.","('URI', '2018 q4')",0.0
30231,URI,2018 q4,2010,0.6490750039000304,Chad Dillard,0.9196859386771687,male,Deutsche Bank,"('URI', '2018 q4')",0.0
30232,WAB,2018 q4,2010,0.5806115591881795,Justin T. Long,0.412864041606218,male,Stephens Inc.,"('WAB', '2018 q4')",0.0
30233,ALLE,2019 q1,2010,0.6880514959032568,Mr. Lars W. Brorson,0.5233920681380098,male,Barclays,"('ALLE', '2019 q1')",0.0
30234,ALLE,2019 q1,2010,0.6880514959032568,Brian Bernard,0.7207249444723461,male,"Morningstar, Inc.","('ALLE', '2019 q1')",0.0
30235,FAST,2019 q1,2010,0.6644621811948352,Brian Bernard,0.8196465015223042,male,"Morningstar, Inc.","('FAST', '2019 q1')",0.0
30236,FBHS,2019 q1,2010,0.4762429651123402,Brian Bernard,0.5327750364478567,male,"Morningstar, Inc.","('FBHS', '2019 q1')",0.0
30237,GWW,2019 q1,2010,0.7546469616851909,Brian Bernard,0.8576010194096539,male,"Morningstar, Inc.","('GWW', '2019 q1')",0.0
30238,JCI,2019 q1,2010,0.7306022406461111,Brian Bernard,0.6381301518769882,male,"Morningstar, Inc.","('JCI', '2019 q1')",0.0
30239,MAS,2019 q1,2010,0.697747644496516,Brian Bernard,0.600229481585954,male,"Morningstar, Inc.","('MAS', '2019 q1')",0.0
30240,TT,2019 q1,2010,0.66405909553263,Brian Bernard,0.7161505687283068,male,"Morningstar, Inc.","('TT', '2019 q1')",0.0
30241,ALLE,2019 q1,2010,0.6880514959032568,Mr. Saliq Khan,0.4270316004575387,male,"Imperial Capital, LLC","('ALLE', '2019 q1')",0.0
30242,ALLE,2019 q1,2010,0.6880514959032568,Mr. Joshua C. Pokrzywinski,0.3160936627928507,male,Morgan Stanley,"('ALLE', '2019 q1')",0.0
30243,AME,2019 q1,2010,0.7506224654559022,Mr. Joshua C. Pokrzywinski,0.5554121569389365,male,Morgan Stanley,"('AME', '2019 q1')",0.0
30244,DOV,2019 q1,2010,0.7891322377894123,Mr. Joshua C. Pokrzywinski,0.5903113759343321,male,Morgan Stanley,"('DOV', '2019 q1')",0.0
30245,EMR,2019 q1,2010,0.6454292303497358,Mr. Joshua C. Pokrzywinski,0.3644838229353692,male,Morgan Stanley,"('EMR', '2019 q1')",0.0038993066797653833
30246,ETN,2019 q1,2010,0.6480384225649389,Mr. Joshua C. Pokrzywinski,0.3707889728749656,male,Morgan Stanley,"('ETN', '2019 q1')",0.0
30247,FAST,2019 q1,2010,0.6644621811948352,Mr. Joshua C. Pokrzywinski,0.455615037076458,male,Morgan Stanley,"('FAST', '2019 q1')",0.0
30248,FLS,2019 q1,2010,0.8440248530977208,Mr. Joshua C. Pokrzywinski,0.6819360529175282,male,Morgan Stanley,"('FLS', '2019 q1')",0.0
30249,GWW,2019 q1,2010,0.7546469616851909,Mr. Joshua C. Pokrzywinski,0.5094525695788147,male,Morgan Stanley,"('GWW', '2019 q1')",0.01694554276764393
30250,HON,2019 q1,2010,0.638797817026026,Mr. Joshua C. Pokrzywinski,0.4692608253848566,male,Morgan Stanley,"('HON', '2019 q1')",0.0
30251,ITW,2019 q1,2010,0.8017430523904601,Mr. Joshua C. Pokrzywinski,0.5699494062857124,male,Morgan Stanley,"('ITW', '2019 q1')",0.0
30252,JCI,2019 q1,2010,0.7306022406461111,Mr. Joshua C. Pokrzywinski,0.7012823283068346,male,Morgan Stanley,"('JCI', '2019 q1')",0.0
30253,PH,2019 q1,2010,0.6873710552296858,Mr. Joshua C. Pokrzywinski,0.4418321024050608,male,Morgan Stanley,"('PH', '2019 q1')",0.0
30254,SWK,2019 q1,2010,0.631299525141793,Mr. Joshua C. Pokrzywinski,0.2671895203206173,male,Morgan Stanley,"('SWK', '2019 q1')",0.0
30255,TT,2019 q1,2010,0.66405909553263,Mr. Joshua C. Pokrzywinski,0.4823661864460389,male,Morgan Stanley,"('TT', '2019 q1')",0.0
30256,ALLE,2019 q1,2010,0.6880514959032568,SADIF Research,0.9891241083068544,Not a person,Sadif Analytics Prime,"('ALLE', '2019 q1')",0.9621758460998535
30257,AME,2019 q1,2010,0.7506224654559022,SADIF Research,0.98358605648769,Not a person,Sadif Analytics Prime,"('AME', '2019 q1')",0.9435696601867676
30258,EMR,2019 q1,2010,0.6454292303497358,SADIF Research,0.9922993547606582,Not a person,Sadif Analytics Prime,"('EMR', '2019 q1')",0.9783068895339966
30259,ETN,2019 q1,2010,0.6480384225649389,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ETN', '2019 q1')",0.9795113801956177
30260,GD,2019 q1,2010,0.6876766450659015,SADIF Research,0.991211115127206,Not a person,Sadif Analytics Prime,"('GD', '2019 q1')",0.9520698189735413
30261,IR,2019 q1,2010,0.6328494440174679,SADIF Research,0.9890859548888976,Not a person,Sadif Analytics Prime,"('IR', '2019 q1')",0.9184515476226807
30262,ITW,2019 q1,2010,0.8017430523904601,SADIF Research,0.991664276065,Not a person,Sadif Analytics Prime,"('ITW', '2019 q1')",0.881920576095581
30263,PCAR,2019 q1,2010,0.6830257697222686,SADIF Research,0.9626420433749548,Not a person,Sadif Analytics Prime,"('PCAR', '2019 q1')",0.9537755846977234
30264,PNR,2019 q1,2010,0.8746253359045411,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PNR', '2019 q1')",0.9792231917381287
30265,PWR,2019 q1,2010,0.9998305397927908,SADIF Research,0.9997107133311316,Not a person,Sadif Analytics Prime,"('PWR', '2019 q1')",0.9690361022949219
30266,ROK,2019 q1,2010,0.6921721763211115,SADIF Research,0.9507033777638588,Not a person,Sadif Analytics Prime,"('ROK', '2019 q1')",0.9111738204956055
30267,RTX,2019 q1,2010,0.7179560110016456,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('RTX', '2019 q1')",0.9789255261421204
30268,SNA,2019 q1,2010,0.8569832372662649,SADIF Research,0.9868481228516583,Not a person,Sadif Analytics Prime,"('SNA', '2019 q1')",0.9784637689590454
30269,SWK,2019 q1,2010,0.631299525141793,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('SWK', '2019 q1')",0.9796871840953827
30270,WAB,2019 q1,2010,0.5342935121786428,SADIF Research,0.9455584640717952,Not a person,Sadif Analytics Prime,"('WAB', '2019 q1')",0.8975729942321777
30271,ALLE,2019 q1,2010,0.6880514959032568,"Mr. Richard M. Kwas, CFA",0.5613952556980811,male,"Wells Fargo Securities, LLC","('ALLE', '2019 q1')",0.0
30272,EMR,2019 q1,2010,0.6454292303497358,"Mr. Richard M. Kwas, CFA",0.281215370025734,male,"Wells Fargo Securities, LLC","('EMR', '2019 q1')",0.0
30273,JCI,2019 q1,2010,0.7306022406461111,"Mr. Richard M. Kwas, CFA",0.3866212049862233,male,"Wells Fargo Securities, LLC","('JCI', '2019 q1')",0.0
30274,ROK,2019 q1,2010,0.6921721763211115,"Mr. Richard M. Kwas, CFA",0.4299237621102696,male,"Wells Fargo Securities, LLC","('ROK', '2019 q1')",0.0
30275,SWK,2019 q1,2010,0.631299525141793,"Mr. Richard M. Kwas, CFA",0.3004269238247327,male,"Wells Fargo Securities, LLC","('SWK', '2019 q1')",0.0
30276,ALLE,2019 q1,2010,0.6880514959032568,"Mr. John F. Walsh, Jr",0.3780741397480724,male,Credit Suisse,"('ALLE', '2019 q1')",0.0
30277,EMR,2019 q1,2010,0.6454292303497358,"Mr. John F. Walsh, Jr",0.3004265556356403,male,Credit Suisse,"('EMR', '2019 q1')",0.0
30278,GD,2019 q1,2010,0.6876766450659015,"Mr. John F. Walsh, Jr",0.2939087988774251,male,Credit Suisse,"('GD', '2019 q1')",0.0
30279,GE,2019 q1,2010,0.503129702447856,"Mr. John F. Walsh, Jr",0.4921315201712479,male,Credit Suisse,"('GE', '2019 q1')",0.0
30280,HON,2019 q1,2010,0.638797817026026,"Mr. John F. Walsh, Jr",0.3570978783197668,male,Credit Suisse,"('HON', '2019 q1')",0.0
30281,TT,2019 q1,2010,0.66405909553263,"Mr. John F. Walsh, Jr",0.4801346209719563,male,Credit Suisse,"('TT', '2019 q1')",0.0
30282,ALLE,2019 q1,2010,0.6880514959032568,Matthew Miller,0.623274582008589,male,CFRA Equity Research,"('ALLE', '2019 q1')",0.0
30283,AOS,2019 q1,2010,0.6295585265653503,Matthew Miller,0.4739524248351415,male,CFRA Equity Research,"('AOS', '2019 q1')",0.0
30284,FBHS,2019 q1,2010,0.4762429651123402,Matthew Miller,0.5446966271777253,male,CFRA Equity Research,"('FBHS', '2019 q1')",0.0
30285,HWM,2019 q1,2010,0.8301269352531071,Matthew Miller,0.8301269352531071,male,CFRA Equity Research,"('HWM', '2019 q1')",0.0
30286,JCI,2019 q1,2010,0.7306022406461111,Matthew Miller,0.7269448827455154,male,CFRA Equity Research,"('JCI', '2019 q1')",0.0
30287,MAS,2019 q1,2010,0.697747644496516,Matthew Miller,0.6513288639360333,male,CFRA Equity Research,"('MAS', '2019 q1')",0.0
30288,ALLE,2019 q1,2010,0.6880514959032568,Mr. Andrew B. Obin,0.4366469468415332,male,BofA Global Research,"('ALLE', '2019 q1')",0.0
30289,AME,2019 q1,2010,0.7506224654559022,Mr. Andrew B. Obin,0.3902540771862187,male,BofA Global Research,"('AME', '2019 q1')",0.0
30290,EMR,2019 q1,2010,0.6454292303497358,Mr. Andrew B. Obin,0.4228305311213976,male,BofA Global Research,"('EMR', '2019 q1')",0.0
30291,GD,2019 q1,2010,0.6876766450659015,Mr. Andrew B. Obin,0.6864021279227183,male,BofA Global Research,"('GD', '2019 q1')",0.0
30292,GE,2019 q1,2010,0.503129702447856,Mr. Andrew B. Obin,0.1842364392623785,male,BofA Global Research,"('GE', '2019 q1')",0.008333333767950535
30293,MMM,2019 q1,2010,0.8055548131372035,Mr. Andrew B. Obin,0.493880591093814,male,BofA Global Research,"('MMM', '2019 q1')",0.012723614927381277
30294,PH,2019 q1,2010,0.6873710552296858,Mr. Andrew B. Obin,0.2699168728046367,male,BofA Global Research,"('PH', '2019 q1')",0.014304423704743385
30295,PNR,2019 q1,2010,0.8746253359045411,Mr. Andrew B. Obin,0.6497244579777375,male,BofA Global Research,"('PNR', '2019 q1')",0.0
30296,ROK,2019 q1,2010,0.6921721763211115,Mr. Andrew B. Obin,0.5389330469447652,male,BofA Global Research,"('ROK', '2019 q1')",0.02930118329823017
30297,TT,2019 q1,2010,0.66405909553263,Mr. Andrew B. Obin,0.4395396792024573,male,BofA Global Research,"('TT', '2019 q1')",0.0
30298,ALLE,2019 q1,2010,0.6880514959032568,Credit Suisse Global Product Marketing,0.6443239543063258,Not a person,Credit Suisse,"('ALLE', '2019 q1')",0.01698365993797779
30299,ETN,2019 q1,2010,0.6480384225649389,Credit Suisse Global Product Marketing,0.6638559863457829,Not a person,Credit Suisse,"('ETN', '2019 q1')",0.0
30300,GE,2019 q1,2010,0.503129702447856,Credit Suisse Global Product Marketing,0.6209273253600356,Not a person,Credit Suisse,"('GE', '2019 q1')",0.0
30301,ALLE,2019 q1,2010,0.6880514959032568,Julian Mitchell,0.2819689660993672,male,Barclays,"('ALLE', '2019 q1')",0.0
30302,EMR,2019 q1,2010,0.6454292303497358,Julian Mitchell,0.4367667448472624,male,Barclays,"('EMR', '2019 q1')",0.043387146666646004
30303,GD,2019 q1,2010,0.6876766450659015,Julian Mitchell,0.285929818905917,male,Barclays,"('GD', '2019 q1')",0.0
30304,GE,2019 q1,2010,0.503129702447856,Julian Mitchell,0.1249259386798475,male,Barclays,"('GE', '2019 q1')",0.0
30305,HON,2019 q1,2010,0.638797817026026,Julian Mitchell,0.3536313462233412,male,Barclays,"('HON', '2019 q1')",0.0
30306,RTX,2019 q1,2010,0.7179560110016456,Julian Mitchell,0.2759265175400204,male,Barclays,"('RTX', '2019 q1')",0.0
30307,SWK,2019 q1,2010,0.631299525141793,Julian Mitchell,0.3018939878604106,male,Barclays,"('SWK', '2019 q1')",0.0
30308,AME,2019 q1,2010,0.7506224654559022,Mr. Robert P. McCarthy,0.6887426234485132,male,Stephens Inc.,"('AME', '2019 q1')",0.0
30309,ETN,2019 q1,2010,0.6480384225649389,Mr. Robert P. McCarthy,0.2919121054928181,male,Stephens Inc.,"('ETN', '2019 q1')",0.0
30310,ROK,2019 q1,2010,0.6921721763211115,Mr. Robert P. McCarthy,0.4871481745335676,male,Stephens Inc.,"('ROK', '2019 q1')",0.0
30311,ROP,2019 q1,2010,0.7263352331198821,Mr. Robert P. McCarthy,0.4549975529816855,male,Stephens Inc.,"('ROP', '2019 q1')",0.0
30312,AME,2019 q1,2010,0.7506224654559022,Elizabeth Vermillion,0.7640098398291809,female,CFRA Equity Research,"('AME', '2019 q1')",0.0
30313,CAT,2019 q1,2010,0.7233805995025434,Elizabeth Vermillion,0.57738633180523,female,CFRA Equity Research,"('CAT', '2019 q1')",0.0
30314,CMI,2019 q1,2010,0.6643491575931697,Elizabeth Vermillion,0.714255379744573,female,CFRA Equity Research,"('CMI', '2019 q1')",0.0
30315,DE,2019 q1,2010,0.7223889286356555,Elizabeth Vermillion,0.6480715626919786,female,CFRA Equity Research,"('DE', '2019 q1')",0.0
30316,DOV,2019 q1,2010,0.7891322377894123,Elizabeth Vermillion,0.9109413585848598,female,CFRA Equity Research,"('DOV', '2019 q1')",0.0
30317,EMR,2019 q1,2010,0.6454292303497358,Elizabeth Vermillion,0.7699908188925325,female,CFRA Equity Research,"('EMR', '2019 q1')",0.0
30318,ETN,2019 q1,2010,0.6480384225649389,Elizabeth Vermillion,0.7338675248804422,female,CFRA Equity Research,"('ETN', '2019 q1')",0.0
30319,FAST,2019 q1,2010,0.6644621811948352,Elizabeth Vermillion,0.6274832412952515,female,CFRA Equity Research,"('FAST', '2019 q1')",0.0
30320,FLS,2019 q1,2010,0.8440248530977208,Elizabeth Vermillion,0.8922032739110642,female,CFRA Equity Research,"('FLS', '2019 q1')",0.0
30321,GD,2019 q1,2010,0.6876766450659015,Elizabeth Vermillion,0.848561853904912,female,CFRA Equity Research,"('GD', '2019 q1')",0.0
30322,GWW,2019 q1,2010,0.7546469616851909,Elizabeth Vermillion,0.8571231595864675,female,CFRA Equity Research,"('GWW', '2019 q1')",0.0
30323,ITW,2019 q1,2010,0.8017430523904601,Elizabeth Vermillion,0.7807028516562602,female,CFRA Equity Research,"('ITW', '2019 q1')",0.0
30324,PCAR,2019 q1,2010,0.6830257697222686,Elizabeth Vermillion,0.6706729073187802,female,CFRA Equity Research,"('PCAR', '2019 q1')",0.0
30325,PH,2019 q1,2010,0.6873710552296858,Elizabeth Vermillion,0.8167719324889469,female,CFRA Equity Research,"('PH', '2019 q1')",0.0
30326,PNR,2019 q1,2010,0.8746253359045411,Elizabeth Vermillion,0.8607842807245436,female,CFRA Equity Research,"('PNR', '2019 q1')",0.0
30327,PWR,2019 q1,2010,0.9998305397927908,Elizabeth Vermillion,0.9997107133311316,female,CFRA Equity Research,"('PWR', '2019 q1')",0.0
30328,ROK,2019 q1,2010,0.6921721763211115,Elizabeth Vermillion,0.7091645110575937,female,CFRA Equity Research,"('ROK', '2019 q1')",0.0
30329,SNA,2019 q1,2010,0.8569832372662649,Elizabeth Vermillion,0.7239834724900125,female,CFRA Equity Research,"('SNA', '2019 q1')",0.0
30330,SWK,2019 q1,2010,0.631299525141793,Elizabeth Vermillion,0.594073811159197,female,CFRA Equity Research,"('SWK', '2019 q1')",0.0
30331,TT,2019 q1,2010,0.66405909553263,Elizabeth Vermillion,0.7117121673205584,female,CFRA Equity Research,"('TT', '2019 q1')",0.0
30332,URI,2019 q1,2010,0.8229013839677535,Elizabeth Vermillion,0.7693409408199766,female,CFRA Equity Research,"('URI', '2019 q1')",0.0
30333,AME,2019 q1,2010,0.7506224654559022,"Allison A. Poliniak-Cusic, CFA",0.4715144890723681,female,"Wells Fargo Securities, LLC","('AME', '2019 q1')",0.0
30334,FAST,2019 q1,2010,0.6644621811948352,"Allison A. Poliniak-Cusic, CFA",0.2767180857950356,female,"Wells Fargo Securities, LLC","('FAST', '2019 q1')",0.0
30335,IEX,2019 q1,2010,0.6391762206063938,"Allison A. Poliniak-Cusic, CFA",0.3298152373717263,female,"Wells Fargo Securities, LLC","('IEX', '2019 q1')",0.0
30336,ROP,2019 q1,2010,0.7263352331198821,"Allison A. Poliniak-Cusic, CFA",0.3836367850180203,female,"Wells Fargo Securities, LLC","('ROP', '2019 q1')",0.02083517238497734
30337,WAB,2019 q1,2010,0.5342935121786428,"Allison A. Poliniak-Cusic, CFA",0.2963655745643675,female,"Wells Fargo Securities, LLC","('WAB', '2019 q1')",0.023692448623478413
30338,AME,2019 q1,2010,0.7506224654559022,Mr. Keith Schoonmaker,0.7370746413958577,male,"Morningstar, Inc.","('AME', '2019 q1')",0.0
30339,CMI,2019 q1,2010,0.6643491575931697,Mr. Keith Schoonmaker,0.7621930491711674,male,"Morningstar, Inc.","('CMI', '2019 q1')",0.0
30340,PCAR,2019 q1,2010,0.6830257697222686,Mr. Keith Schoonmaker,0.6720241539868475,male,"Morningstar, Inc.","('PCAR', '2019 q1')",0.0
30341,PH,2019 q1,2010,0.6873710552296858,Mr. Keith Schoonmaker,0.7703060485308263,male,"Morningstar, Inc.","('PH', '2019 q1')",0.0
30342,ROP,2019 q1,2010,0.7263352331198821,Mr. Keith Schoonmaker,0.7804485332404086,male,"Morningstar, Inc.","('ROP', '2019 q1')",0.0
30343,AME,2019 q1,2010,0.7506224654559022,Christopher D. Glynn,0.5139021753839349,male,"Oppenheimer & Co., Inc.","('AME', '2019 q1')",0.0
30344,EMR,2019 q1,2010,0.6454292303497358,Christopher D. Glynn,0.3522955876937343,male,"Oppenheimer & Co., Inc.","('EMR', '2019 q1')",0.0
30345,ETN,2019 q1,2010,0.6480384225649389,Christopher D. Glynn,0.3662381567410715,male,"Oppenheimer & Co., Inc.","('ETN', '2019 q1')",0.0
30346,GE,2019 q1,2010,0.503129702447856,Christopher D. Glynn,0.210229365488947,male,"Oppenheimer & Co., Inc.","('GE', '2019 q1')",0.008247151970863342
30347,GWW,2019 q1,2010,0.7546469616851909,Christopher D. Glynn,0.54396736406165,male,"Oppenheimer & Co., Inc.","('GWW', '2019 q1')",0.0
30348,HON,2019 q1,2010,0.638797817026026,Christopher D. Glynn,0.3849485351817742,male,"Oppenheimer & Co., Inc.","('HON', '2019 q1')",0.0
30349,ROP,2019 q1,2010,0.7263352331198821,Christopher D. Glynn,0.419695288200649,male,"Oppenheimer & Co., Inc.","('ROP', '2019 q1')",0.01629755087196827
30350,AME,2019 q1,2010,0.7506224654559022,Mr. Nigel E. Coe,0.2921524859230875,male,Wolfe Research,"('AME', '2019 q1')",0.0
30351,EMR,2019 q1,2010,0.6454292303497358,Mr. Nigel E. Coe,0.1545735382952776,male,Wolfe Research,"('EMR', '2019 q1')",0.013219023123383522
30352,ETN,2019 q1,2010,0.6480384225649389,Mr. Nigel E. Coe,0.1294496219813604,male,Wolfe Research,"('ETN', '2019 q1')",0.0
30353,FAST,2019 q1,2010,0.6644621811948352,Mr. Nigel E. Coe,0.3896901096935342,male,Wolfe Research,"('FAST', '2019 q1')",0.0
30354,GE,2019 q1,2010,0.503129702447856,Mr. Nigel E. Coe,0.1264128303125791,male,Wolfe Research,"('GE', '2019 q1')",0.0
30355,MMM,2019 q1,2010,0.8055548131372035,Mr. Nigel E. Coe,0.5970716048202436,male,Wolfe Research,"('MMM', '2019 q1')",0.0
30356,SWK,2019 q1,2010,0.631299525141793,Mr. Nigel E. Coe,0.1706027351430865,male,Wolfe Research,"('SWK', '2019 q1')",0.0
30357,TT,2019 q1,2010,0.66405909553263,Mr. Nigel E. Coe,0.2496689514333079,male,Wolfe Research,"('TT', '2019 q1')",0.0059176720678806305
30358,AME,2019 q1,2010,0.7506224654559022,"Mr. Deane Dray, CFA",0.2669890120391304,male,RBC Capital Markets,"('AME', '2019 q1')",0.0
30359,DOV,2019 q1,2010,0.7891322377894123,"Mr. Deane Dray, CFA",0.4140647983580962,male,RBC Capital Markets,"('DOV', '2019 q1')",0.0
30360,EMR,2019 q1,2010,0.6454292303497358,"Mr. Deane Dray, CFA",0.2452901211658145,male,RBC Capital Markets,"('EMR', '2019 q1')",0.0
30361,ETN,2019 q1,2010,0.6480384225649389,"Mr. Deane Dray, CFA",0.1619089075019861,male,RBC Capital Markets,"('ETN', '2019 q1')",0.0
30362,GD,2019 q1,2010,0.6876766450659015,"Mr. Deane Dray, CFA",0.2878294149094833,male,RBC Capital Markets,"('GD', '2019 q1')",0.0
30363,GE,2019 q1,2010,0.503129702447856,"Mr. Deane Dray, CFA",0.1254914661018704,male,RBC Capital Markets,"('GE', '2019 q1')",0.0
30364,GWW,2019 q1,2010,0.7546469616851909,"Mr. Deane Dray, CFA",0.3797243186866877,male,RBC Capital Markets,"('GWW', '2019 q1')",0.015658579766750336
30365,HON,2019 q1,2010,0.638797817026026,"Mr. Deane Dray, CFA",0.2122245995363739,male,RBC Capital Markets,"('HON', '2019 q1')",0.0
30366,IEX,2019 q1,2010,0.6391762206063938,"Mr. Deane Dray, CFA",0.4997521056456404,male,RBC Capital Markets,"('IEX', '2019 q1')",0.008164783629278341
30367,MMM,2019 q1,2010,0.8055548131372035,"Mr. Deane Dray, CFA",0.4257240475388582,male,RBC Capital Markets,"('MMM', '2019 q1')",0.01666666753590107
30368,PNR,2019 q1,2010,0.8746253359045411,"Mr. Deane Dray, CFA",0.6015197156179765,male,RBC Capital Markets,"('PNR', '2019 q1')",0.0
30369,ROP,2019 q1,2010,0.7263352331198821,"Mr. Deane Dray, CFA",0.4405750934934376,male,RBC Capital Markets,"('ROP', '2019 q1')",0.0
30370,RTX,2019 q1,2010,0.7179560110016456,"Mr. Deane Dray, CFA",0.268403647263819,male,RBC Capital Markets,"('RTX', '2019 q1')",0.0
30371,AME,2019 q1,2010,0.7506224654559022,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AME', '2019 q1')",0.9931389689445496
30372,AOS,2019 q1,2010,0.6295585265653503,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AOS', '2019 q1')",0.9931147992610931
30373,BA,2019 q1,2010,0.5057349327803954,Mr. Thomas Kee,0.9605400339787042,male,Stock Traders Daily Research,"('BA', '2019 q1')",0.9790492355823517
30374,CAT,2019 q1,2010,0.7233805995025434,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CAT', '2019 q1')",0.9930745363235474
30375,CMI,2019 q1,2010,0.6643491575931697,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CMI', '2019 q1')",0.9930745363235474
30376,DE,2019 q1,2010,0.7223889286356555,Mr. Thomas Kee,0.980404604187196,male,Stock Traders Daily Research,"('DE', '2019 q1')",0.9767985939979553
30377,DOV,2019 q1,2010,0.7891322377894123,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('DOV', '2019 q1')",0.9932178258895874
30378,EMR,2019 q1,2010,0.6454292303497358,Mr. Thomas Kee,0.994642880612022,male,Stock Traders Daily Research,"('EMR', '2019 q1')",0.993186354637146
30379,ETN,2019 q1,2010,0.6480384225649389,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ETN', '2019 q1')",0.9931548535823822
30380,FAST,2019 q1,2010,0.6644621811948352,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('FAST', '2019 q1')",0.9931388199329376
30381,FLS,2019 q1,2010,0.8440248530977208,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('FLS', '2019 q1')",0.9931548833847046
30382,GE,2019 q1,2010,0.503129702447856,Mr. Thomas Kee,0.9924469634748352,male,Stock Traders Daily Research,"('GE', '2019 q1')",0.9834213852882385
30383,GWW,2019 q1,2010,0.7546469616851909,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('GWW', '2019 q1')",0.9931468963623047
30384,HON,2019 q1,2010,0.638797817026026,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HON', '2019 q1')",0.9931468963623047
30385,IEX,2019 q1,2010,0.6391762206063938,Mr. Thomas Kee,0.9812434602776232,male,Stock Traders Daily Research,"('IEX', '2019 q1')",0.9930745363235474
30386,ITW,2019 q1,2010,0.8017430523904601,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ITW', '2019 q1')",0.9930745363235474
30387,JCI,2019 q1,2010,0.7306022406461111,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('JCI', '2019 q1')",0.9930986762046814
30388,LHX,2019 q1,2010,0.8475154349856459,Mr. Thomas Kee,0.9958861416873735,male,Stock Traders Daily Research,"('LHX', '2019 q1')",0.9797667264938354
30389,LMT,2019 q1,2010,0.5145872970316088,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('LMT', '2019 q1')",0.9931468665599823
30390,MAS,2019 q1,2010,0.697747644496516,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MAS', '2019 q1')",0.9930745363235474
30391,MMM,2019 q1,2010,0.8055548131372035,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MMM', '2019 q1')",0.9931548535823822
30392,NOC,2019 q1,2010,0.6594385639871942,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('NOC', '2019 q1')",0.9930745363235474
30393,PCAR,2019 q1,2010,0.6830257697222686,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PCAR', '2019 q1')",0.993146687746048
30394,PH,2019 q1,2010,0.6873710552296858,Mr. Thomas Kee,0.9935675818708326,male,Stock Traders Daily Research,"('PH', '2019 q1')",0.9800733923912048
30395,PNR,2019 q1,2010,0.8746253359045411,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PNR', '2019 q1')",0.9930663704872131
30396,PWR,2019 q1,2010,0.9998305397927908,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PWR', '2019 q1')",0.9931425452232361
30397,ROK,2019 q1,2010,0.6921721763211115,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ROK', '2019 q1')",0.9930745363235474
30398,ROP,2019 q1,2010,0.7263352331198821,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ROP', '2019 q1')",0.9931186735630035
30399,RTX,2019 q1,2010,0.7179560110016456,Mr. Thomas Kee,0.9958372928396336,male,Stock Traders Daily Research,"('RTX', '2019 q1')",0.980305016040802
30400,SNA,2019 q1,2010,0.8569832372662649,Mr. Thomas Kee,0.9815579878852424,male,Stock Traders Daily Research,"('SNA', '2019 q1')",0.9930745363235474
30401,SWK,2019 q1,2010,0.631299525141793,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('SWK', '2019 q1')",0.9931468963623047
30402,TT,2019 q1,2010,0.66405909553263,Mr. Thomas Kee,0.997254795962778,male,Stock Traders Daily Research,"('TT', '2019 q1')",0.9820629358291626
30403,TXT,2019 q1,2010,0.6295997483953859,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('TXT', '2019 q1')",0.9930745363235474
30404,URI,2019 q1,2010,0.8229013839677535,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('URI', '2019 q1')",0.9930907189846039
30405,AOS,2019 q1,2010,0.6295585265653503,"Lawrence T. De Maria, CFA",0.4073126148300775,male,William Blair & Company,"('AOS', '2019 q1')",0.0
30406,AOS,2019 q1,2010,0.6295585265653503,Mr. Charles D. Brady,0.3932444827153688,male,SunTrust Robinson Humphrey Capital Markets,"('AOS', '2019 q1')",0.0
30407,DOV,2019 q1,2010,0.7891322377894123,Mr. Charles D. Brady,0.5597342028139244,male,SunTrust Robinson Humphrey Capital Markets,"('DOV', '2019 q1')",0.01536108460277319
30408,FLS,2019 q1,2010,0.8440248530977208,Mr. Charles D. Brady,0.561471113877443,male,SunTrust Robinson Humphrey Capital Markets,"('FLS', '2019 q1')",0.0
30409,GD,2019 q1,2010,0.6876766450659015,Mr. Charles D. Brady,0.3279929086606732,male,SunTrust Robinson Humphrey Capital Markets,"('GD', '2019 q1')",0.0
30410,IEX,2019 q1,2010,0.6391762206063938,Mr. Charles D. Brady,0.3936760819902945,male,SunTrust Robinson Humphrey Capital Markets,"('IEX', '2019 q1')",0.0
30411,BA,2019 q1,2010,0.5057349327803954,Mr. Ken G. Herbert,0.1187377130050623,male,Canaccord Genuity,"('BA', '2019 q1')",0.0
30412,TDG,2019 q1,2010,0.5724186773239879,Mr. Ken G. Herbert,0.1800614201448868,male,Canaccord Genuity,"('TDG', '2019 q1')",0.0
30413,BA,2019 q1,2010,0.5057349327803954,Mr. James A. Corridore,0.4207667854982435,male,CFRA Equity Research,"('BA', '2019 q1')",0.0
30414,GE,2019 q1,2010,0.503129702447856,Mr. James A. Corridore,0.5360169802395048,male,CFRA Equity Research,"('GE', '2019 q1')",0.0
30415,HII,2019 q1,2010,0.5114475823222375,Mr. James A. Corridore,0.5565937988751241,male,CFRA Equity Research,"('HII', '2019 q1')",0.0
30416,HON,2019 q1,2010,0.638797817026026,Mr. James A. Corridore,0.6381665496554295,male,CFRA Equity Research,"('HON', '2019 q1')",0.0
30417,LMT,2019 q1,2010,0.5145872970316088,Mr. James A. Corridore,0.4110835994829816,male,CFRA Equity Research,"('LMT', '2019 q1')",0.0
30418,MMM,2019 q1,2010,0.8055548131372035,Mr. James A. Corridore,0.8692306895841174,male,CFRA Equity Research,"('MMM', '2019 q1')",0.011306955479085445
30419,NOC,2019 q1,2010,0.6594385639871942,Mr. James A. Corridore,0.6145589588237614,male,CFRA Equity Research,"('NOC', '2019 q1')",0.0
30420,ROP,2019 q1,2010,0.7263352331198821,Mr. James A. Corridore,0.8697946827511108,male,CFRA Equity Research,"('ROP', '2019 q1')",0.0
30421,RTX,2019 q1,2010,0.7179560110016456,Mr. James A. Corridore,0.6589426289954753,male,CFRA Equity Research,"('RTX', '2019 q1')",0.0
30422,TDG,2019 q1,2010,0.5724186773239879,Mr. James A. Corridore,0.7895502078751248,male,CFRA Equity Research,"('TDG', '2019 q1')",0.0
30423,TXT,2019 q1,2010,0.6295997483953859,Mr. James A. Corridore,0.6127870119136726,male,CFRA Equity Research,"('TXT', '2019 q1')",0.0
30424,BA,2019 q1,2010,0.5057349327803954,"Mr. Charles P. Minervino, CFA",0.197397142276101,male,Susquehanna Financial Group LLLP,"('BA', '2019 q1')",0.0
30425,LMT,2019 q1,2010,0.5145872970316088,"Mr. Charles P. Minervino, CFA",0.1968642593163393,male,Susquehanna Financial Group LLLP,"('LMT', '2019 q1')",0.0
30426,NOC,2019 q1,2010,0.6594385639871942,"Mr. Charles P. Minervino, CFA",0.2962998594961699,male,Susquehanna Financial Group LLLP,"('NOC', '2019 q1')",0.0
30427,TXT,2019 q1,2010,0.6295997483953859,"Mr. Charles P. Minervino, CFA",0.3632286817753127,male,Susquehanna Financial Group LLLP,"('TXT', '2019 q1')",0.0
30428,BA,2019 q1,2010,0.5057349327803954,Rajeev Lalwani,0.3964561991708131,male,Morgan Stanley,"('BA', '2019 q1')",0.0
30429,RTX,2019 q1,2010,0.7179560110016456,Rajeev Lalwani,0.5064076506045014,male,Morgan Stanley,"('RTX', '2019 q1')",0.0
30430,BA,2019 q1,2010,0.5057349327803954,Mr. Chris Higgins,0.3885709670905536,male,"Morningstar, Inc.","('BA', '2019 q1')",0.0
30431,LMT,2019 q1,2010,0.5145872970316088,Mr. Chris Higgins,0.3641841999533589,male,"Morningstar, Inc.","('LMT', '2019 q1')",0.0
30432,NOC,2019 q1,2010,0.6594385639871942,Mr. Chris Higgins,0.4866329503010064,male,"Morningstar, Inc.","('NOC', '2019 q1')",0.0
30433,RTX,2019 q1,2010,0.7179560110016456,Mr. Chris Higgins,0.5361471061846784,male,"Morningstar, Inc.","('RTX', '2019 q1')",0.0
30434,TDG,2019 q1,2010,0.5724186773239879,Mr. Chris Higgins,0.6631924147048962,male,"Morningstar, Inc.","('TDG', '2019 q1')",0.0
30435,TXT,2019 q1,2010,0.6295997483953859,Mr. Chris Higgins,0.4982026294861537,male,"Morningstar, Inc.","('TXT', '2019 q1')",0.0
30436,BA,2019 q1,2010,0.5057349327803954,Mr. Krishna BS,0.4951995801958464,male,Crispidea,"('BA', '2019 q1')",0.0
30437,CAT,2019 q1,2010,0.7233805995025434,Mr. Krishna BS,0.6267422422520799,male,Crispidea,"('CAT', '2019 q1')",0.0
30438,DE,2019 q1,2010,0.7223889286356555,Mr. Krishna BS,0.7499213052647459,male,Crispidea,"('DE', '2019 q1')",0.0
30439,HON,2019 q1,2010,0.638797817026026,Mr. Krishna BS,0.5907631262054501,male,Crispidea,"('HON', '2019 q1')",0.0
30440,MMM,2019 q1,2010,0.8055548131372035,Mr. Krishna BS,0.8523035585090927,male,Crispidea,"('MMM', '2019 q1')",0.0
30441,NOC,2019 q1,2010,0.6594385639871942,Mr. Krishna BS,0.6242336976012537,male,Crispidea,"('NOC', '2019 q1')",0.0
30442,RTX,2019 q1,2010,0.7179560110016456,Mr. Krishna BS,0.6987816012024,male,Crispidea,"('RTX', '2019 q1')",0.0
30443,BA,2019 q1,2010,0.5057349327803954,Hunter K. Keay,0.2219982642136269,male,Wolfe Research,"('BA', '2019 q1')",0.006073034834116697
30444,NOC,2019 q1,2010,0.6594385639871942,Hunter K. Keay,0.6133672881298057,male,Wolfe Research,"('NOC', '2019 q1')",0.0
30445,TDG,2019 q1,2010,0.5724186773239879,Hunter K. Keay,0.2888606792603984,male,Wolfe Research,"('TDG', '2019 q1')",0.0
30446,BA,2019 q1,2010,0.5057349327803954,Mr. Robert M. Spingarn,0.2647452115504896,male,Credit Suisse,"('BA', '2019 q1')",0.0
30447,HII,2019 q1,2010,0.5114475823222375,Mr. Robert M. Spingarn,0.4899056226759852,male,Credit Suisse,"('HII', '2019 q1')",0.0
30448,LHX,2019 q1,2010,0.8475154349856459,Mr. Robert M. Spingarn,0.7226767396618224,male,Credit Suisse,"('LHX', '2019 q1')",0.0
30449,LMT,2019 q1,2010,0.5145872970316088,Mr. Robert M. Spingarn,0.3246132546267091,male,Credit Suisse,"('LMT', '2019 q1')",0.0
30450,NOC,2019 q1,2010,0.6594385639871942,Mr. Robert M. Spingarn,0.3592196939259032,male,Credit Suisse,"('NOC', '2019 q1')",0.0
30451,TDG,2019 q1,2010,0.5724186773239879,Mr. Robert M. Spingarn,0.2855727021260686,male,Credit Suisse,"('TDG', '2019 q1')",0.0
30452,BA,2019 q1,2010,0.5057349327803954,Ronald J. J. Epstein,0.2463418264845741,male,BofA Global Research,"('BA', '2019 q1')",0.013500026427209377
30453,HII,2019 q1,2010,0.5114475823222375,Ronald J. J. Epstein,0.4069588931716502,male,BofA Global Research,"('HII', '2019 q1')",0.024851853027939796
30454,LMT,2019 q1,2010,0.5145872970316088,Ronald J. J. Epstein,0.242961365949829,male,BofA Global Research,"('LMT', '2019 q1')",0.0
30455,NOC,2019 q1,2010,0.6594385639871942,Ronald J. J. Epstein,0.4762668904672892,male,BofA Global Research,"('NOC', '2019 q1')",0.0
30456,TXT,2019 q1,2010,0.6295997483953859,Ronald J. J. Epstein,0.3845267864898571,male,BofA Global Research,"('TXT', '2019 q1')",0.0
30457,BA,2019 q1,2010,0.5057349327803954,Mr. Christopher A. Jacobson,0.1760538431703042,male,Susquehanna Financial Group LLLP,"('BA', '2019 q1')",0.10840487480163574
30458,BA,2019 q1,2010,0.5057349327803954,Sheila Kahyaoglu,0.160295241341981,female,Jefferies,"('BA', '2019 q1')",0.0
30459,LMT,2019 q1,2010,0.5145872970316088,Sheila Kahyaoglu,0.1778370112995803,female,Jefferies,"('LMT', '2019 q1')",0.0
30460,NOC,2019 q1,2010,0.6594385639871942,Sheila Kahyaoglu,0.2495530609779903,female,Jefferies,"('NOC', '2019 q1')",0.0
30461,RTX,2019 q1,2010,0.7179560110016456,Sheila Kahyaoglu,0.4244668672243427,female,Jefferies,"('RTX', '2019 q1')",0.0
30462,TDG,2019 q1,2010,0.5724186773239879,Sheila Kahyaoglu,0.2051183955406615,female,Jefferies,"('TDG', '2019 q1')",0.0
30463,TXT,2019 q1,2010,0.6295997483953859,Sheila Kahyaoglu,0.3435092326630867,female,Jefferies,"('TXT', '2019 q1')",0.0
30464,BA,2019 q1,2010,0.5057349327803954,Mr. David Strauss,0.1050116631552149,male,Barclays,"('BA', '2019 q1')",0.0
30465,TDG,2019 q1,2010,0.5724186773239879,Mr. David Strauss,0.91997934389227,male,Barclays,"('TDG', '2019 q1')",0.0
30466,BA,2019 q1,2010,0.5057349327803954,Mr. Andrew P. Gollan,0.6775092574442406,male,Berenberg,"('BA', '2019 q1')",0.03333333507180214
30467,LMT,2019 q1,2010,0.5145872970316088,Mr. Andrew P. Gollan,0.4207053027599657,male,Berenberg,"('LMT', '2019 q1')",0.0
30468,CAT,2019 q1,2010,0.7233805995025434,Courtney Yakavonis,0.3659863559752203,female,Morgan Stanley,"('CAT', '2019 q1')",0.0
30469,DE,2019 q1,2010,0.7223889286356555,Courtney Yakavonis,0.4560713100337914,female,Morgan Stanley,"('DE', '2019 q1')",0.0
30470,URI,2019 q1,2010,0.8229013839677535,Courtney Yakavonis,0.6339494316163843,female,Morgan Stanley,"('URI', '2019 q1')",0.0
30471,CAT,2019 q1,2010,0.7233805995025434,Mr. Scott L. Pope,0.8009025199509349,male,"Morningstar, Inc.","('CAT', '2019 q1')",0.0
30472,DE,2019 q1,2010,0.7223889286356555,Mr. Scott L. Pope,0.7198228739323713,male,"Morningstar, Inc.","('DE', '2019 q1')",0.0
30473,CAT,2019 q1,2010,0.7233805995025434,Ms. Jamie Cook,0.6027553462474666,female,Credit Suisse,"('CAT', '2019 q1')",0.0
30474,CMI,2019 q1,2010,0.6643491575931697,Ms. Jamie Cook,0.2988719802557054,female,Credit Suisse,"('CMI', '2019 q1')",0.0
30475,DE,2019 q1,2010,0.7223889286356555,Ms. Jamie Cook,0.3255002747636331,female,Credit Suisse,"('DE', '2019 q1')",0.0
30476,ITW,2019 q1,2010,0.8017430523904601,Ms. Jamie Cook,0.5438226536305365,female,Credit Suisse,"('ITW', '2019 q1')",0.0
30477,PCAR,2019 q1,2010,0.6830257697222686,Ms. Jamie Cook,0.264917406157136,female,Credit Suisse,"('PCAR', '2019 q1')",0.0
30478,PH,2019 q1,2010,0.6873710552296858,Ms. Jamie Cook,0.3170276921173206,female,Credit Suisse,"('PH', '2019 q1')",0.0
30479,CAT,2019 q1,2010,0.7233805995025434,NUS RMI-CRI,0.8416655629502311,female,NUS RMI-CRI,"('CAT', '2019 q1')",0.04094087332487106
30480,CAT,2019 q1,2010,0.7233805995025434,Mr. Seth Weber,0.2481230726940671,male,RBC Capital Markets,"('CAT', '2019 q1')",0.0
30481,CMI,2019 q1,2010,0.6643491575931697,Mr. Seth Weber,0.250593190968378,male,RBC Capital Markets,"('CMI', '2019 q1')",0.0
30482,DE,2019 q1,2010,0.7223889286356555,Mr. Seth Weber,0.2851025484187671,male,RBC Capital Markets,"('DE', '2019 q1')",0.0
30483,PCAR,2019 q1,2010,0.6830257697222686,Mr. Seth Weber,0.2664533155565116,male,RBC Capital Markets,"('PCAR', '2019 q1')",0.0
30484,CAT,2019 q1,2010,0.7233805995025434,"Saree Boroditsky, CFA",0.4232583284534163,female,Jefferies,"('CAT', '2019 q1')",0.0
30485,CMI,2019 q1,2010,0.6643491575931697,"Saree Boroditsky, CFA",0.5247285839815475,female,Jefferies,"('CMI', '2019 q1')",0.0
30486,DE,2019 q1,2010,0.7223889286356555,"Saree Boroditsky, CFA",0.5203558067944672,female,Jefferies,"('DE', '2019 q1')",0.0
30487,ETN,2019 q1,2010,0.6480384225649389,"Saree Boroditsky, CFA",0.333288632920503,female,Jefferies,"('ETN', '2019 q1')",0.0
30488,FAST,2019 q1,2010,0.6644621811948352,"Saree Boroditsky, CFA",0.351832097510798,female,Jefferies,"('FAST', '2019 q1')",0.0
30489,GWW,2019 q1,2010,0.7546469616851909,"Saree Boroditsky, CFA",0.4265054833125147,female,Jefferies,"('GWW', '2019 q1')",0.0
30490,PH,2019 q1,2010,0.6873710552296858,"Saree Boroditsky, CFA",0.4931063533757875,female,Jefferies,"('PH', '2019 q1')",0.0
30491,WAB,2019 q1,2010,0.5342935121786428,"Saree Boroditsky, CFA",0.2525084182087496,female,Jefferies,"('WAB', '2019 q1')",0.0
30492,CAT,2019 q1,2010,0.7233805995025434,Andrew M. Casey,0.340799981501466,male,"Wells Fargo Securities, LLC","('CAT', '2019 q1')",0.014770415611565113
30493,CMI,2019 q1,2010,0.6643491575931697,Andrew M. Casey,0.292510552543833,male,"Wells Fargo Securities, LLC","('CMI', '2019 q1')",0.0
30494,DE,2019 q1,2010,0.7223889286356555,Andrew M. Casey,0.3337706299057816,male,"Wells Fargo Securities, LLC","('DE', '2019 q1')",0.0
30495,ETN,2019 q1,2010,0.6480384225649389,Andrew M. Casey,0.2730617967349261,male,"Wells Fargo Securities, LLC","('ETN', '2019 q1')",0.0
30496,ITW,2019 q1,2010,0.8017430523904601,Andrew M. Casey,0.4365735307313964,male,"Wells Fargo Securities, LLC","('ITW', '2019 q1')",0.0
30497,PCAR,2019 q1,2010,0.6830257697222686,Andrew M. Casey,0.3216761641650547,male,"Wells Fargo Securities, LLC","('PCAR', '2019 q1')",0.01666666753590107
30498,PH,2019 q1,2010,0.6873710552296858,Andrew M. Casey,0.2744151686119663,male,"Wells Fargo Securities, LLC","('PH', '2019 q1')",0.0
30499,CAT,2019 q1,2010,0.7233805995025434,Chad Dillard,0.4772475220668856,male,Deutsche Bank,"('CAT', '2019 q1')",0.0
30500,CAT,2019 q1,2010,0.7233805995025434,Mr. David M. Raso,0.422934263998557,male,EVERCORE ISI,"('CAT', '2019 q1')",0.0
30501,DE,2019 q1,2010,0.7223889286356555,Mr. David M. Raso,0.6318617685832529,male,EVERCORE ISI,"('DE', '2019 q1')",0.03333333507180214
30502,PCAR,2019 q1,2010,0.6830257697222686,Mr. David M. Raso,0.2452061199220664,male,EVERCORE ISI,"('PCAR', '2019 q1')",0.0
30503,PH,2019 q1,2010,0.6873710552296858,Mr. David M. Raso,0.381684999288473,male,EVERCORE ISI,"('PH', '2019 q1')",0.0
30504,CAT,2019 q1,2010,0.7233805995025434,Research Department,0.6177311273247142,Not a person,Trefis,"('CAT', '2019 q1')",0.021665159612894058
30505,CAT,2019 q1,2010,0.7233805995025434,Mr. Luis J. Amadeo,0.5017858271937821,male,"Oppenheimer & Co., Inc.","('CAT', '2019 q1')",0.0
30506,CMI,2019 q1,2010,0.6643491575931697,Mr. Luis J. Amadeo,0.4451083327905499,male,"Oppenheimer & Co., Inc.","('CMI', '2019 q1')",0.0
30507,JCI,2019 q1,2010,0.7306022406461111,Mr. Luis J. Amadeo,0.5614094536941888,male,"Oppenheimer & Co., Inc.","('JCI', '2019 q1')",0.0
30508,ROK,2019 q1,2010,0.6921721763211115,Mr. Luis J. Amadeo,0.210501119342204,male,"Oppenheimer & Co., Inc.","('ROK', '2019 q1')",0.0
30509,CAT,2019 q1,2010,0.7233805995025434,Mr. Ross P. Gilardi,0.419550821722929,male,BofA Global Research,"('CAT', '2019 q1')",0.0
30510,CMI,2019 q1,2010,0.6643491575931697,Mr. Ross P. Gilardi,0.3386391867827843,male,BofA Global Research,"('CMI', '2019 q1')",0.0
30511,DE,2019 q1,2010,0.7223889286356555,Mr. Ross P. Gilardi,0.6647343262808593,male,BofA Global Research,"('DE', '2019 q1')",0.04112163186073303
30512,ITW,2019 q1,2010,0.8017430523904601,Mr. Ross P. Gilardi,0.4203996500002117,male,BofA Global Research,"('ITW', '2019 q1')",0.0
30513,PCAR,2019 q1,2010,0.6830257697222686,Mr. Ross P. Gilardi,0.4942079959779275,male,BofA Global Research,"('PCAR', '2019 q1')",0.0
30514,URI,2019 q1,2010,0.8229013839677535,Mr. Ross P. Gilardi,0.7204902740257374,male,BofA Global Research,"('URI', '2019 q1')",0.0
30515,CMI,2019 q1,2010,0.6643491575931697,Mr. Alexander E. Potter,0.4963928491076579,male,Piper Sandler Companies,"('CMI', '2019 q1')",0.010806874372065067
30516,PCAR,2019 q1,2010,0.6830257697222686,Mr. Alexander E. Potter,0.3371067151406046,male,Piper Sandler Companies,"('PCAR', '2019 q1')",0.0
30517,CMI,2019 q1,2010,0.6643491575931697,Mr. Adam Seiden,0.489011828331049,male,Barclays,"('CMI', '2019 q1')",0.0
30518,DOV,2019 q1,2010,0.7891322377894123,Joshua Aguilar,0.7843770685777288,male,"Morningstar, Inc.","('DOV', '2019 q1')",0.010227556650837263
30519,EMR,2019 q1,2010,0.6454292303497358,Joshua Aguilar,0.6268416210285405,male,"Morningstar, Inc.","('EMR', '2019 q1')",0.009799574501812458
30520,ETN,2019 q1,2010,0.6480384225649389,Joshua Aguilar,0.6049107078932835,male,"Morningstar, Inc.","('ETN', '2019 q1')",0.013333334028720856
30521,GE,2019 q1,2010,0.503129702447856,Joshua Aguilar,0.4028729299884549,male,"Morningstar, Inc.","('GE', '2019 q1')",0.0
30522,HON,2019 q1,2010,0.638797817026026,Joshua Aguilar,0.5223514771968454,male,"Morningstar, Inc.","('HON', '2019 q1')",0.0
30523,ITW,2019 q1,2010,0.8017430523904601,Joshua Aguilar,0.888822112994122,male,"Morningstar, Inc.","('ITW', '2019 q1')",0.015387790463864803
30524,MMM,2019 q1,2010,0.8055548131372035,Joshua Aguilar,0.8344105185265831,male,"Morningstar, Inc.","('MMM', '2019 q1')",0.010697731748223305
30525,ROK,2019 q1,2010,0.6921721763211115,Joshua Aguilar,0.6462385836255001,male,"Morningstar, Inc.","('ROK', '2019 q1')",0.0
30526,EMR,2019 q1,2010,0.6454292303497358,Mr. Nicholas P. Heymann,0.3196843990771529,male,William Blair & Company,"('EMR', '2019 q1')",0.0
30527,ETN,2019 q1,2010,0.6480384225649389,Mr. Nicholas P. Heymann,0.2366462709424236,male,William Blair & Company,"('ETN', '2019 q1')",0.0
30528,GE,2019 q1,2010,0.503129702447856,Mr. Nicholas P. Heymann,0.2322389393684488,male,William Blair & Company,"('GE', '2019 q1')",0.0
30529,HON,2019 q1,2010,0.638797817026026,Mr. Nicholas P. Heymann,0.3481643630981001,male,William Blair & Company,"('HON', '2019 q1')",0.0
30530,JCI,2019 q1,2010,0.7306022406461111,Mr. Nicholas P. Heymann,0.4271432721966339,male,William Blair & Company,"('JCI', '2019 q1')",0.0
30531,MMM,2019 q1,2010,0.8055548131372035,Mr. Nicholas P. Heymann,0.5606974722187134,male,William Blair & Company,"('MMM', '2019 q1')",0.0
30532,ROK,2019 q1,2010,0.6921721763211115,Mr. Nicholas P. Heymann,0.2869367586094262,male,William Blair & Company,"('ROK', '2019 q1')",0.0
30533,RTX,2019 q1,2010,0.7179560110016456,Mr. Nicholas P. Heymann,0.3989085542272779,male,William Blair & Company,"('RTX', '2019 q1')",0.0
30534,TT,2019 q1,2010,0.66405909553263,Mr. Nicholas P. Heymann,0.3298217536271279,male,William Blair & Company,"('TT', '2019 q1')",0.0
30535,EMR,2019 q1,2010,0.6454292303497358,Ms. Nicole DeBlase,0.3323361985104739,female,Deutsche Bank,"('EMR', '2019 q1')",0.0
30536,ETN,2019 q1,2010,0.6480384225649389,Ms. Nicole DeBlase,0.6909992934443322,female,Deutsche Bank,"('ETN', '2019 q1')",0.0
30537,GE,2019 q1,2010,0.503129702447856,Ms. Nicole DeBlase,0.2505967822878985,female,Deutsche Bank,"('GE', '2019 q1')",0.0
30538,HON,2019 q1,2010,0.638797817026026,Ms. Nicole DeBlase,0.4598409699903471,female,Deutsche Bank,"('HON', '2019 q1')",0.0
30539,IR,2019 q1,2010,0.6328494440174679,Ms. Nicole DeBlase,0.3090447971338958,female,Deutsche Bank,"('IR', '2019 q1')",0.0
30540,ITW,2019 q1,2010,0.8017430523904601,Ms. Nicole DeBlase,0.5553987839434134,female,Deutsche Bank,"('ITW', '2019 q1')",0.0
30541,PH,2019 q1,2010,0.6873710552296858,Ms. Nicole DeBlase,0.3270990916521601,female,Deutsche Bank,"('PH', '2019 q1')",0.0
30542,ROK,2019 q1,2010,0.6921721763211115,Ms. Nicole DeBlase,0.401780318890023,female,Deutsche Bank,"('ROK', '2019 q1')",0.0
30543,ETN,2019 q1,2010,0.6480384225649389,Shri Puneet Garg,0.1674925437177931,male,HSBC,"('ETN', '2019 q1')",0.0
30544,ROK,2019 q1,2010,0.6921721763211115,Shri Puneet Garg,0.3636818375323338,male,HSBC,"('ROK', '2019 q1')",0.0
30545,FAST,2019 q1,2010,0.6644621811948352,"Ryan J. Merkel, CFA",0.3961289357962139,male,William Blair & Company,"('FAST', '2019 q1')",0.0
30546,FBHS,2019 q1,2010,0.4762429651123402,Keith B. Hughes,0.3116190690460557,male,SunTrust Robinson Humphrey Capital Markets,"('FBHS', '2019 q1')",0.0
30547,MAS,2019 q1,2010,0.697747644496516,Keith B. Hughes,0.4116764625924799,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2019 q1')",0.008565308526158333
30548,FBHS,2019 q1,2010,0.4762429651123402,Ms. Susan M. Maklari,0.25369342165805,female,Credit Suisse,"('FBHS', '2019 q1')",0.0
30549,SWK,2019 q1,2010,0.631299525141793,Ms. Susan M. Maklari,0.4496832443571466,female,Credit Suisse,"('SWK', '2019 q1')",0.0
30550,FBHS,2019 q1,2010,0.4762429651123402,"John Lovallo, II",0.5570799278885856,male,BofA Global Research,"('FBHS', '2019 q1')",0.0
30551,MAS,2019 q1,2010,0.697747644496516,"John Lovallo, II",0.5831757493727635,male,BofA Global Research,"('MAS', '2019 q1')",0.030363108962774277
30552,FBHS,2019 q1,2010,0.4762429651123402,Mr. Stephen S. Kim,0.2510558900152316,male,EVERCORE ISI,"('FBHS', '2019 q1')",0.0
30553,MAS,2019 q1,2010,0.697747644496516,Mr. Stephen S. Kim,0.3706929349852763,male,EVERCORE ISI,"('MAS', '2019 q1')",0.0
30554,FBHS,2019 q1,2010,0.4762429651123402,Mr. Alvaro Lacayo,0.2614852499262847,male,Gabelli & Company,"('FBHS', '2019 q1')",0.017417721450328827
30555,FBHS,2019 q1,2010,0.4762429651123402,Matthew A. Bouley,0.1968468715715118,male,Barclays,"('FBHS', '2019 q1')",0.0
30556,MAS,2019 q1,2010,0.697747644496516,Matthew A. Bouley,0.3770353344104817,male,Barclays,"('MAS', '2019 q1')",0.007317282259464264
30557,FBHS,2019 q1,2010,0.4762429651123402,Michael Dahl,0.2612047192663564,male,RBC Capital Markets,"('FBHS', '2019 q1')",0.0
30558,MAS,2019 q1,2010,0.697747644496516,Michael Dahl,0.3258369946462515,male,RBC Capital Markets,"('MAS', '2019 q1')",0.0
30559,FLS,2019 q1,2010,0.8440248530977208,Mr. Joseph C. Giordano,0.8251687446206982,male,Cowen and Company,"('FLS', '2019 q1')",0.0
30560,GD,2019 q1,2010,0.6876766450659015,Mr. Joseph C. Giordano,0.8575059133075258,male,Cowen and Company,"('GD', '2019 q1')",0.0
30561,PH,2019 q1,2010,0.6873710552296858,Mr. Joseph C. Giordano,0.7896985029613564,male,Cowen and Company,"('PH', '2019 q1')",0.0
30562,GD,2019 q1,2010,0.6876766450659015,"Brian P. Drab, CFA",0.3829956048363211,male,William Blair & Company,"('GD', '2019 q1')",0.0
30563,IR,2019 q1,2010,0.6328494440174679,"Brian P. Drab, CFA",0.423606106551323,male,William Blair & Company,"('IR', '2019 q1')",0.0
30564,GE,2019 q1,2010,0.503129702447856,"Mr. Justin L. Bergner, CFA",0.2012271001367157,male,Gabelli & Company,"('GE', '2019 q1')",0.011111111690600714
30565,SWK,2019 q1,2010,0.631299525141793,"Mr. Justin L. Bergner, CFA",0.2741967102034043,male,Gabelli & Company,"('SWK', '2019 q1')",0.0
30566,HWM,2019 q1,2010,0.8301269352531071,Mr. Andrew Lane,0.8301269352531071,male,"Morningstar, Inc.","('HWM', '2019 q1')",0.010256484150886536
30567,IEX,2019 q1,2010,0.6391762206063938,Mr. Michael Gaugler,0.5983205780905739,male,Janney Montgomery Scott LLC,"('IEX', '2019 q1')",0.13365409523248672
30568,IR,2019 q1,2010,0.6328494440174679,Mr. Igor Levi,0.6335046735726488,male,BTIG,"('IR', '2019 q1')",0.0
30569,IR,2019 q1,2010,0.6328494440174679,Mr. William A. Herbert,0.4096730734626436,male,Piper Sandler Companies,"('IR', '2019 q1')",0.0
30570,JCI,2019 q1,2010,0.7306022406461111,Mr. Gautam J. Khanna,0.4754638801018002,male,Cowen and Company,"('JCI', '2019 q1')",0.0
30571,TDG,2019 q1,2010,0.5724186773239879,Mr. Gautam J. Khanna,0.2334111373096062,male,Cowen and Company,"('TDG', '2019 q1')",0.0
30572,LHX,2019 q1,2010,0.8475154349856459,Mr. Keith Snyder,0.8449868844520818,male,CFRA Equity Research,"('LHX', '2019 q1')",0.0
30573,LHX,2019 q1,2010,0.8475154349856459,Mr. Richard T. Safran,0.686138041468027,male,The Buckingham Research Group,"('LHX', '2019 q1')",0.0
30574,MAS,2019 q1,2010,0.697747644496516,"Nishu Sood, CFA",0.7710359731933507,male,Deutsche Bank,"('MAS', '2019 q1')",0.005416858941316605
30575,PCAR,2019 q1,2010,0.6830257697222686,Mr. Scott H. Group,0.2937619209177201,male,Wolfe Research,"('PCAR', '2019 q1')",0.0
30576,WAB,2019 q1,2010,0.5342935121786428,Mr. Scott H. Group,0.3955709691117504,male,Wolfe Research,"('WAB', '2019 q1')",0.0
30577,PCAR,2019 q1,2010,0.6830257697222686,Ms. Shejal Ajmera,0.7261509319854673,female,Crispidea,"('PCAR', '2019 q1')",0.04693962261080742
30578,PNR,2019 q1,2010,0.8746253359045411,Krzysztof Smalec,0.7947709647473786,male,"Morningstar, Inc.","('PNR', '2019 q1')",0.0
30579,ROK,2019 q1,2010,0.6921721763211115,Mr. Michael Hagmann,0.3606076335398134,male,HSBC,"('ROK', '2019 q1')",0.0
30580,SNA,2019 q1,2010,0.8569832372662649,Richard Hilgert,0.8467292570261493,male,"Morningstar, Inc.","('SNA', '2019 q1')",0.010802348765234152
30581,SNA,2019 q1,2010,0.8569832372662649,"Curtis Nagle, CFA",0.5106684317172111,male,BofA Global Research,"('SNA', '2019 q1')",0.011482859030365944
30582,SNA,2019 q1,2010,0.8569832372662649,"Mr. Bret D. Jordan, CFA, CFA",0.6067636992670025,male,Jefferies,"('SNA', '2019 q1')",0.0
30583,SNA,2019 q1,2010,0.8569832372662649,Gary Prestopino,0.67829653818556,male,Barrington Research Associates,"('SNA', '2019 q1')",0.0
30584,SNA,2019 q1,2010,0.8569832372662649,Mr. Thomas Hayes,0.8494890839330836,male,Northcoast Research,"('SNA', '2019 q1')",0.03356590121984482
30585,SWK,2019 q1,2010,0.631299525141793,Mr. Thomas Hayes,0.5625416776362212,male,Northcoast Research,"('SWK', '2019 q1')",0.0
30586,SWK,2019 q1,2010,0.631299525141793,Mr. Steven E. Winoker,0.294803263189084,male,UBS Equities,"('SWK', '2019 q1')",0.0
30587,TDG,2019 q1,2010,0.5724186773239879,Michael Ciarmoli,0.3396501739135606,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2019 q1')",0.0
30588,TDG,2019 q1,2010,0.5724186773239879,Ross Law,0.3419465723246218,male,Berenberg,"('TDG', '2019 q1')",0.0
30589,TDG,2019 q1,2010,0.5724186773239879,"Elliott L. Schlang, CFA",0.2324295529182981,male,Great Lakes/Wellington Shields,"('TDG', '2019 q1')",0.012978022607664267
30590,WAB,2019 q1,2010,0.5342935121786428,"Elliott L. Schlang, CFA",0.3635797866344504,male,Great Lakes/Wellington Shields,"('WAB', '2019 q1')",0.0
30591,TDG,2019 q1,2010,0.5724186773239879,Mr. Andrew Casella,0.4780260991064178,male,Deutsche Bank,"('TDG', '2019 q1')",0.0
30592,TT,2019 q1,2010,0.66405909553263,Mr. Joel G. Tiss,0.3531870958011818,male,BMO Capital Markets,"('TT', '2019 q1')",0.019834276288747787
30593,URI,2019 q1,2010,0.8229013839677535,Mr. John Healy,0.7203112586876514,male,Northcoast Research,"('URI', '2019 q1')",0.019602244719862938
30594,WAB,2019 q1,2010,0.5342935121786428,Matthew Elkott,0.4108203772161065,male,Cowen and Company,"('WAB', '2019 q1')",0.0
30595,WAB,2019 q1,2010,0.5342935121786428,Justin T. Long,0.3029755178140117,male,Stephens Inc.,"('WAB', '2019 q1')",0.0
30596,ALLE,2019 q2,2010,0.6198651908644528,Mr. Joshua C. Pokrzywinski,0.601358006189741,male,Morgan Stanley,"('ALLE', '2019 q2')",0.011813881807029247
30597,DOV,2019 q2,2010,0.7025396691415663,Mr. Joshua C. Pokrzywinski,0.3694793354161061,male,Morgan Stanley,"('DOV', '2019 q2')",0.0
30598,EMR,2019 q2,2010,0.5971762977446985,Mr. Joshua C. Pokrzywinski,0.3861791017681877,male,Morgan Stanley,"('EMR', '2019 q2')",0.0
30599,ETN,2019 q2,2010,0.4752883935123339,Mr. Joshua C. Pokrzywinski,0.2158370980947292,male,Morgan Stanley,"('ETN', '2019 q2')",0.0
30600,FAST,2019 q2,2010,0.6482067908475928,Mr. Joshua C. Pokrzywinski,0.5656835845134257,male,Morgan Stanley,"('FAST', '2019 q2')",0.0
30601,FLS,2019 q2,2010,0.6084844527017477,Mr. Joshua C. Pokrzywinski,0.4118521413855853,male,Morgan Stanley,"('FLS', '2019 q2')",0.0
30602,GD,2019 q2,2010,0.597696343625562,Mr. Joshua C. Pokrzywinski,0.4775942172728741,male,Morgan Stanley,"('GD', '2019 q2')",0.022842440754175186
30603,GWW,2019 q2,2010,0.5176729182136839,Mr. Joshua C. Pokrzywinski,0.3074578714352291,male,Morgan Stanley,"('GWW', '2019 q2')",0.0
30604,HON,2019 q2,2010,0.5296173987640946,Mr. Joshua C. Pokrzywinski,0.222341565187162,male,Morgan Stanley,"('HON', '2019 q2')",0.0
30605,IR,2019 q2,2010,0.5124265432857881,Mr. Joshua C. Pokrzywinski,0.2539843242637774,male,Morgan Stanley,"('IR', '2019 q2')",0.0
30606,JCI,2019 q2,2010,0.5246636755951608,Mr. Joshua C. Pokrzywinski,0.4014670229079725,male,Morgan Stanley,"('JCI', '2019 q2')",0.0
30607,PH,2019 q2,2010,0.7478512818791963,Mr. Joshua C. Pokrzywinski,0.4604654460318302,male,Morgan Stanley,"('PH', '2019 q2')",0.0
30608,PNR,2019 q2,2010,0.6002978286845349,Mr. Joshua C. Pokrzywinski,0.3655900334011108,male,Morgan Stanley,"('PNR', '2019 q2')",0.0
30609,ROK,2019 q2,2010,0.5997323292585754,Mr. Joshua C. Pokrzywinski,0.3796611223991187,male,Morgan Stanley,"('ROK', '2019 q2')",0.0
30610,SWK,2019 q2,2010,0.4677759034972364,Mr. Joshua C. Pokrzywinski,0.3163393154821189,male,Morgan Stanley,"('SWK', '2019 q2')",0.0
30611,ALLE,2019 q2,2010,0.6198651908644528,Brian Bernard,0.7317897184775446,male,"Morningstar, Inc.","('ALLE', '2019 q2')",0.0
30612,FAST,2019 q2,2010,0.6482067908475928,Brian Bernard,0.7039886528516102,male,"Morningstar, Inc.","('FAST', '2019 q2')",0.0
30613,FBHS,2019 q2,2010,0.5937565817542221,Brian Bernard,0.5618413306863626,male,"Morningstar, Inc.","('FBHS', '2019 q2')",0.0
30614,GWW,2019 q2,2010,0.5176729182136839,Brian Bernard,0.7716933047336386,male,"Morningstar, Inc.","('GWW', '2019 q2')",0.0
30615,JCI,2019 q2,2010,0.5246636755951608,Brian Bernard,0.5587898261633116,male,"Morningstar, Inc.","('JCI', '2019 q2')",0.0
30616,MAS,2019 q2,2010,0.4925232527482378,Brian Bernard,0.4834401499826298,male,"Morningstar, Inc.","('MAS', '2019 q2')",0.002977201947942376
30617,TT,2019 q2,2010,0.5541863375688398,Brian Bernard,0.6455842383547262,male,"Morningstar, Inc.","('TT', '2019 q2')",0.03333333507180214
30618,ALLE,2019 q2,2010,0.6198651908644528,"Mr. John F. Walsh, Jr",0.5267390213420046,male,Credit Suisse,"('ALLE', '2019 q2')",0.0
30619,EMR,2019 q2,2010,0.5971762977446985,"Mr. John F. Walsh, Jr",0.329643925589301,male,Credit Suisse,"('EMR', '2019 q2')",0.011296098430951437
30620,ETN,2019 q2,2010,0.4752883935123339,"Mr. John F. Walsh, Jr",0.2840462577236587,male,Credit Suisse,"('ETN', '2019 q2')",0.0
30621,GD,2019 q2,2010,0.597696343625562,"Mr. John F. Walsh, Jr",0.3649977676156021,male,Credit Suisse,"('GD', '2019 q2')",0.0
30622,HON,2019 q2,2010,0.5296173987640946,"Mr. John F. Walsh, Jr",0.1998163049970988,male,Credit Suisse,"('HON', '2019 q2')",0.0
30623,IR,2019 q2,2010,0.5124265432857881,"Mr. John F. Walsh, Jr",0.4321136311650012,male,Credit Suisse,"('IR', '2019 q2')",0.0
30624,MMM,2019 q2,2010,0.7113851555320462,"Mr. John F. Walsh, Jr",0.358631373633326,male,Credit Suisse,"('MMM', '2019 q2')",0.0
30625,ROK,2019 q2,2010,0.5997323292585754,"Mr. John F. Walsh, Jr",0.2812292629051105,male,Credit Suisse,"('ROK', '2019 q2')",0.0
30626,ALLE,2019 q2,2010,0.6198651908644528,Julian Mitchell,0.3556593627887843,male,Barclays,"('ALLE', '2019 q2')",0.0
30627,ETN,2019 q2,2010,0.4752883935123339,Julian Mitchell,0.5341903779049035,male,Barclays,"('ETN', '2019 q2')",0.013187328819185495
30628,GE,2019 q2,2010,0.3841204712208921,Julian Mitchell,0.4283015205867013,male,Barclays,"('GE', '2019 q2')",0.013880757614970207
30629,IR,2019 q2,2010,0.5124265432857881,Julian Mitchell,0.193185898669012,male,Barclays,"('IR', '2019 q2')",0.0
30630,JCI,2019 q2,2010,0.5246636755951608,Julian Mitchell,0.2093421543499061,male,Barclays,"('JCI', '2019 q2')",0.0
30631,PNR,2019 q2,2010,0.6002978286845349,Julian Mitchell,0.3532560506138478,male,Barclays,"('PNR', '2019 q2')",0.0
30632,ROK,2019 q2,2010,0.5997323292585754,Julian Mitchell,0.4696779998217119,male,Barclays,"('ROK', '2019 q2')",0.0
30633,RTX,2019 q2,2010,0.4650364432321586,Julian Mitchell,0.2471889102014441,male,Barclays,"('RTX', '2019 q2')",0.0
30634,SWK,2019 q2,2010,0.4677759034972364,Julian Mitchell,0.2632983135681853,male,Barclays,"('SWK', '2019 q2')",0.0
30635,ALLE,2019 q2,2010,0.6198651908644528,Mr. Andrew B. Obin,0.3997307270999353,male,BofA Global Research,"('ALLE', '2019 q2')",0.0
30636,AME,2019 q2,2010,0.5987298958380387,Mr. Andrew B. Obin,0.6417781661008811,male,BofA Global Research,"('AME', '2019 q2')",0.03333333507180214
30637,DOV,2019 q2,2010,0.7025396691415663,Mr. Andrew B. Obin,0.4475032075363941,male,BofA Global Research,"('DOV', '2019 q2')",0.0
30638,EMR,2019 q2,2010,0.5971762977446985,Mr. Andrew B. Obin,0.3834567925397284,male,BofA Global Research,"('EMR', '2019 q2')",0.0
30639,ETN,2019 q2,2010,0.4752883935123339,Mr. Andrew B. Obin,0.1604225162616633,male,BofA Global Research,"('ETN', '2019 q2')",0.010691963136196136
30640,FLS,2019 q2,2010,0.6084844527017477,Mr. Andrew B. Obin,0.4905968888986776,male,BofA Global Research,"('FLS', '2019 q2')",0.0
30641,GD,2019 q2,2010,0.597696343625562,Mr. Andrew B. Obin,0.4509694662271002,male,BofA Global Research,"('GD', '2019 q2')",0.0
30642,GE,2019 q2,2010,0.3841204712208921,Mr. Andrew B. Obin,0.1396049630270573,male,BofA Global Research,"('GE', '2019 q2')",0.0
30643,HON,2019 q2,2010,0.5296173987640946,Mr. Andrew B. Obin,0.1975394211793945,male,BofA Global Research,"('HON', '2019 q2')",0.011111111690600714
30644,MMM,2019 q2,2010,0.7113851555320462,Mr. Andrew B. Obin,0.5485250028519015,male,BofA Global Research,"('MMM', '2019 q2')",0.0
30645,PH,2019 q2,2010,0.7478512818791963,Mr. Andrew B. Obin,0.4500105078854611,male,BofA Global Research,"('PH', '2019 q2')",0.0
30646,PNR,2019 q2,2010,0.6002978286845349,Mr. Andrew B. Obin,0.3421549311237661,male,BofA Global Research,"('PNR', '2019 q2')",0.01666666753590107
30647,ROK,2019 q2,2010,0.5997323292585754,Mr. Andrew B. Obin,0.3057417734937457,male,BofA Global Research,"('ROK', '2019 q2')",0.0
30648,TT,2019 q2,2010,0.5541863375688398,Mr. Andrew B. Obin,0.3869594536210966,male,BofA Global Research,"('TT', '2019 q2')",0.0
30649,ALLE,2019 q2,2010,0.6198651908644528,Matthew Miller,0.5419919627483389,male,CFRA Equity Research,"('ALLE', '2019 q2')",0.0
30650,AOS,2019 q2,2010,0.490511417280322,Matthew Miller,0.4905114172803219,male,CFRA Equity Research,"('AOS', '2019 q2')",0.0
30651,FBHS,2019 q2,2010,0.5937565817542221,Matthew Miller,0.5821845323229401,male,CFRA Equity Research,"('FBHS', '2019 q2')",0.0
30652,HWM,2019 q2,2010,0.8424665687814094,Matthew Miller,0.7641058019200723,male,CFRA Equity Research,"('HWM', '2019 q2')",0.0
30653,JCI,2019 q2,2010,0.5246636755951608,Matthew Miller,0.7052753649240975,male,CFRA Equity Research,"('JCI', '2019 q2')",0.0
30654,MAS,2019 q2,2010,0.4925232527482378,Matthew Miller,0.562119102839967,male,CFRA Equity Research,"('MAS', '2019 q2')",0.0
30655,AME,2019 q2,2010,0.5987298958380387,Elizabeth Vermillion,0.7095461660255942,female,CFRA Equity Research,"('AME', '2019 q2')",0.0
30656,CAT,2019 q2,2010,0.6373003655368251,Elizabeth Vermillion,0.5946265260755254,female,CFRA Equity Research,"('CAT', '2019 q2')",0.0
30657,CMI,2019 q2,2010,0.6236971036244991,Elizabeth Vermillion,0.6958330112011071,female,CFRA Equity Research,"('CMI', '2019 q2')",0.0
30658,DE,2019 q2,2010,0.5917422095030835,Elizabeth Vermillion,0.5503850526032275,female,CFRA Equity Research,"('DE', '2019 q2')",0.0
30659,DOV,2019 q2,2010,0.7025396691415663,Elizabeth Vermillion,0.93329591979429,female,CFRA Equity Research,"('DOV', '2019 q2')",0.0
30660,EMR,2019 q2,2010,0.5971762977446985,Elizabeth Vermillion,0.7426567997069651,female,CFRA Equity Research,"('EMR', '2019 q2')",0.0
30661,ETN,2019 q2,2010,0.4752883935123339,Elizabeth Vermillion,0.7451078079407221,female,CFRA Equity Research,"('ETN', '2019 q2')",0.0
30662,FAST,2019 q2,2010,0.6482067908475928,Elizabeth Vermillion,0.6247330958809798,female,CFRA Equity Research,"('FAST', '2019 q2')",0.0
30663,FLS,2019 q2,2010,0.6084844527017477,Elizabeth Vermillion,0.8899856525034944,female,CFRA Equity Research,"('FLS', '2019 q2')",0.0
30664,GD,2019 q2,2010,0.597696343625562,Elizabeth Vermillion,0.8662562065898614,female,CFRA Equity Research,"('GD', '2019 q2')",0.0
30665,GWW,2019 q2,2010,0.5176729182136839,Elizabeth Vermillion,0.7461466245342537,female,CFRA Equity Research,"('GWW', '2019 q2')",0.0
30666,ITW,2019 q2,2010,0.7896871561434672,Elizabeth Vermillion,0.8271742771924101,female,CFRA Equity Research,"('ITW', '2019 q2')",0.0
30667,PCAR,2019 q2,2010,0.5115998152567929,Elizabeth Vermillion,0.6933983607078112,female,CFRA Equity Research,"('PCAR', '2019 q2')",0.0
30668,PH,2019 q2,2010,0.7478512818791963,Elizabeth Vermillion,0.7343743495862795,female,CFRA Equity Research,"('PH', '2019 q2')",0.0
30669,PNR,2019 q2,2010,0.6002978286845349,Elizabeth Vermillion,0.751345902710604,female,CFRA Equity Research,"('PNR', '2019 q2')",0.0
30670,PWR,2019 q2,2010,0.9406040480015498,Elizabeth Vermillion,0.9406040480015498,female,CFRA Equity Research,"('PWR', '2019 q2')",0.0
30671,ROK,2019 q2,2010,0.5997323292585754,Elizabeth Vermillion,0.7753959265198717,female,CFRA Equity Research,"('ROK', '2019 q2')",0.0
30672,SNA,2019 q2,2010,0.7659364826694681,Elizabeth Vermillion,0.5875586174307782,female,CFRA Equity Research,"('SNA', '2019 q2')",0.0
30673,SWK,2019 q2,2010,0.4677759034972364,Elizabeth Vermillion,0.5198882488610663,female,CFRA Equity Research,"('SWK', '2019 q2')",0.0
30674,TT,2019 q2,2010,0.5541863375688398,Elizabeth Vermillion,0.801601785807965,female,CFRA Equity Research,"('TT', '2019 q2')",0.0
30675,URI,2019 q2,2010,0.4424306533561882,Elizabeth Vermillion,0.5668829528290007,female,CFRA Equity Research,"('URI', '2019 q2')",0.0
30676,AME,2019 q2,2010,0.5987298958380387,Mr. Keith Schoonmaker,0.6985297348356194,male,"Morningstar, Inc.","('AME', '2019 q2')",0.0
30677,BA,2019 q2,2010,0.4743055469673427,Mr. Keith Schoonmaker,0.2959803763787445,male,"Morningstar, Inc.","('BA', '2019 q2')",0.0
30678,CMI,2019 q2,2010,0.6236971036244991,Mr. Keith Schoonmaker,0.7164009026267979,male,"Morningstar, Inc.","('CMI', '2019 q2')",0.0
30679,LMT,2019 q2,2010,0.5275768249696254,Mr. Keith Schoonmaker,0.3163466452688768,male,"Morningstar, Inc.","('LMT', '2019 q2')",0.0
30680,NOC,2019 q2,2010,0.6645049140726902,Mr. Keith Schoonmaker,0.3002295045330856,male,"Morningstar, Inc.","('NOC', '2019 q2')",0.0
30681,RTX,2019 q2,2010,0.4650364432321586,Mr. Keith Schoonmaker,0.3485557783351065,male,"Morningstar, Inc.","('RTX', '2019 q2')",0.0
30682,TDG,2019 q2,2010,0.6441650364375886,Mr. Keith Schoonmaker,0.5959655281647438,male,"Morningstar, Inc.","('TDG', '2019 q2')",0.0
30683,TXT,2019 q2,2010,0.7168806467053435,Mr. Keith Schoonmaker,0.5114747733055074,male,"Morningstar, Inc.","('TXT', '2019 q2')",0.0
30684,AME,2019 q2,2010,0.5987298958380387,"Mr. Deane Dray, CFA",0.2458878339375607,male,RBC Capital Markets,"('AME', '2019 q2')",0.0
30685,EMR,2019 q2,2010,0.5971762977446985,"Mr. Deane Dray, CFA",0.2705387430246879,male,RBC Capital Markets,"('EMR', '2019 q2')",0.011111111690600714
30686,ETN,2019 q2,2010,0.4752883935123339,"Mr. Deane Dray, CFA",0.1357782010118051,male,RBC Capital Markets,"('ETN', '2019 q2')",0.0
30687,FLS,2019 q2,2010,0.6084844527017477,"Mr. Deane Dray, CFA",0.3162285280854635,male,RBC Capital Markets,"('FLS', '2019 q2')",0.0
30688,GD,2019 q2,2010,0.597696343625562,"Mr. Deane Dray, CFA",0.1410301272275942,male,RBC Capital Markets,"('GD', '2019 q2')",0.0
30689,GE,2019 q2,2010,0.3841204712208921,"Mr. Deane Dray, CFA",0.1405491922692111,male,RBC Capital Markets,"('GE', '2019 q2')",0.0
30690,GWW,2019 q2,2010,0.5176729182136839,"Mr. Deane Dray, CFA",0.1540488531064887,male,RBC Capital Markets,"('GWW', '2019 q2')",0.0
30691,HON,2019 q2,2010,0.5296173987640946,"Mr. Deane Dray, CFA",0.0942193007233014,male,RBC Capital Markets,"('HON', '2019 q2')",0.0
30692,IEX,2019 q2,2010,0.6817024188544198,"Mr. Deane Dray, CFA",0.3630357351846422,male,RBC Capital Markets,"('IEX', '2019 q2')",0.0
30693,JCI,2019 q2,2010,0.5246636755951608,"Mr. Deane Dray, CFA",0.1527627145404897,male,RBC Capital Markets,"('JCI', '2019 q2')",0.0
30694,MMM,2019 q2,2010,0.7113851555320462,"Mr. Deane Dray, CFA",0.3545965669668167,male,RBC Capital Markets,"('MMM', '2019 q2')",0.01666666753590107
30695,PNR,2019 q2,2010,0.6002978286845349,"Mr. Deane Dray, CFA",0.226613979297815,male,RBC Capital Markets,"('PNR', '2019 q2')",0.01921619971593221
30696,ROP,2019 q2,2010,0.6241476628048996,"Mr. Deane Dray, CFA",0.2930603506978546,male,RBC Capital Markets,"('ROP', '2019 q2')",0.012394428253173828
30697,RTX,2019 q2,2010,0.4650364432321586,"Mr. Deane Dray, CFA",0.1622428621576917,male,RBC Capital Markets,"('RTX', '2019 q2')",0.0
30698,TT,2019 q2,2010,0.5541863375688398,"Mr. Deane Dray, CFA",0.1988355025048228,male,RBC Capital Markets,"('TT', '2019 q2')",0.0
30699,AME,2019 q2,2010,0.5987298958380387,Mr. Andrew E. E. Buscaglia,0.4267018049236037,male,Berenberg,"('AME', '2019 q2')",0.0
30700,GD,2019 q2,2010,0.597696343625562,Mr. Andrew E. E. Buscaglia,0.4412976694197772,male,Berenberg,"('GD', '2019 q2')",0.0
30701,IEX,2019 q2,2010,0.6817024188544198,Mr. Andrew E. E. Buscaglia,0.63569801412753,male,Berenberg,"('IEX', '2019 q2')",0.0
30702,AME,2019 q2,2010,0.5987298958380387,Mr. Robert P. McCarthy,0.4171497782326768,male,Stephens Inc.,"('AME', '2019 q2')",0.0
30703,EMR,2019 q2,2010,0.5971762977446985,Mr. Robert P. McCarthy,0.7725718958110754,male,Stephens Inc.,"('EMR', '2019 q2')",0.0
30704,ETN,2019 q2,2010,0.4752883935123339,Mr. Robert P. McCarthy,0.2152618982125405,male,Stephens Inc.,"('ETN', '2019 q2')",0.0
30705,IR,2019 q2,2010,0.5124265432857881,Mr. Robert P. McCarthy,0.5359502063725281,male,Stephens Inc.,"('IR', '2019 q2')",0.0
30706,ROK,2019 q2,2010,0.5997323292585754,Mr. Robert P. McCarthy,0.3756311107787678,male,Stephens Inc.,"('ROK', '2019 q2')",0.010021485388278961
30707,ROP,2019 q2,2010,0.6241476628048996,Mr. Robert P. McCarthy,0.5073721061677238,male,Stephens Inc.,"('ROP', '2019 q2')",0.0
30708,AME,2019 q2,2010,0.5987298958380387,"Allison A. Poliniak-Cusic, CFA",0.2581582566606492,female,"Wells Fargo Securities, LLC","('AME', '2019 q2')",0.0
30709,FAST,2019 q2,2010,0.6482067908475928,"Allison A. Poliniak-Cusic, CFA",0.3761307813231681,female,"Wells Fargo Securities, LLC","('FAST', '2019 q2')",0.0
30710,GWW,2019 q2,2010,0.5176729182136839,"Allison A. Poliniak-Cusic, CFA",0.346362230769593,female,"Wells Fargo Securities, LLC","('GWW', '2019 q2')",0.0
30711,IEX,2019 q2,2010,0.6817024188544198,"Allison A. Poliniak-Cusic, CFA",0.3964299995248889,female,"Wells Fargo Securities, LLC","('IEX', '2019 q2')",0.0
30712,ROP,2019 q2,2010,0.6241476628048996,"Allison A. Poliniak-Cusic, CFA",0.2704557747131965,female,"Wells Fargo Securities, LLC","('ROP', '2019 q2')",0.023540254682302475
30713,WAB,2019 q2,2010,0.291403403154601,"Allison A. Poliniak-Cusic, CFA",0.374886663855764,female,"Wells Fargo Securities, LLC","('WAB', '2019 q2')",0.0
30714,AME,2019 q2,2010,0.5987298958380387,Mr. Nigel E. Coe,0.3759363083994489,male,Wolfe Research,"('AME', '2019 q2')",0.0
30715,DOV,2019 q2,2010,0.7025396691415663,Mr. Nigel E. Coe,0.3034926769456675,male,Wolfe Research,"('DOV', '2019 q2')",0.0
30716,ETN,2019 q2,2010,0.4752883935123339,Mr. Nigel E. Coe,0.2174345552326823,male,Wolfe Research,"('ETN', '2019 q2')",0.009670818224549294
30717,FAST,2019 q2,2010,0.6482067908475928,Mr. Nigel E. Coe,0.2936600359076527,male,Wolfe Research,"('FAST', '2019 q2')",0.0
30718,GD,2019 q2,2010,0.597696343625562,Mr. Nigel E. Coe,0.3226238051910507,male,Wolfe Research,"('GD', '2019 q2')",0.0
30719,GWW,2019 q2,2010,0.5176729182136839,Mr. Nigel E. Coe,0.2097394516291534,male,Wolfe Research,"('GWW', '2019 q2')",0.0
30720,HON,2019 q2,2010,0.5296173987640946,Mr. Nigel E. Coe,0.1610572177037201,male,Wolfe Research,"('HON', '2019 q2')",0.0
30721,ITW,2019 q2,2010,0.7896871561434672,Mr. Nigel E. Coe,0.4851145843269329,male,Wolfe Research,"('ITW', '2019 q2')",0.0
30722,JCI,2019 q2,2010,0.5246636755951608,Mr. Nigel E. Coe,0.4202108164744714,male,Wolfe Research,"('JCI', '2019 q2')",0.0
30723,ROK,2019 q2,2010,0.5997323292585754,Mr. Nigel E. Coe,0.385109850331593,male,Wolfe Research,"('ROK', '2019 q2')",0.0
30724,RTX,2019 q2,2010,0.4650364432321586,Mr. Nigel E. Coe,0.2447111263721696,male,Wolfe Research,"('RTX', '2019 q2')",0.0
30725,SWK,2019 q2,2010,0.4677759034972364,Mr. Nigel E. Coe,0.1998500594318937,male,Wolfe Research,"('SWK', '2019 q2')",0.0
30726,TT,2019 q2,2010,0.5541863375688398,Mr. Nigel E. Coe,0.224619221724192,male,Wolfe Research,"('TT', '2019 q2')",0.0
30727,AME,2019 q2,2010,0.5987298958380387,Christopher D. Glynn,0.3984019038802857,male,"Oppenheimer & Co., Inc.","('AME', '2019 q2')",0.0
30728,EMR,2019 q2,2010,0.5971762977446985,Christopher D. Glynn,0.4371090264237121,male,"Oppenheimer & Co., Inc.","('EMR', '2019 q2')",0.0
30729,ETN,2019 q2,2010,0.4752883935123339,Christopher D. Glynn,0.3051368951197129,male,"Oppenheimer & Co., Inc.","('ETN', '2019 q2')",0.0
30730,GE,2019 q2,2010,0.3841204712208921,Christopher D. Glynn,0.1952394428458151,male,"Oppenheimer & Co., Inc.","('GE', '2019 q2')",0.0
30731,GWW,2019 q2,2010,0.5176729182136839,Christopher D. Glynn,0.262976550371877,male,"Oppenheimer & Co., Inc.","('GWW', '2019 q2')",0.0
30732,HON,2019 q2,2010,0.5296173987640946,Christopher D. Glynn,0.4078784501239508,male,"Oppenheimer & Co., Inc.","('HON', '2019 q2')",0.0
30733,ROP,2019 q2,2010,0.6241476628048996,Christopher D. Glynn,0.3667989535830032,male,"Oppenheimer & Co., Inc.","('ROP', '2019 q2')",0.01666666753590107
30734,AOS,2019 q2,2010,0.490511417280322,Mr. Ryan M. Connors,0.490511417280322,male,"Boenning & Scattergood, Inc","('AOS', '2019 q2')",0.0
30735,BA,2019 q2,2010,0.4743055469673427,Hunter K. Keay,0.2169252865114511,male,Wolfe Research,"('BA', '2019 q2')",0.02370283876856168
30736,LMT,2019 q2,2010,0.5275768249696254,Hunter K. Keay,0.3974076704846286,male,Wolfe Research,"('LMT', '2019 q2')",0.0
30737,TDG,2019 q2,2010,0.6441650364375886,Hunter K. Keay,0.324126623066938,male,Wolfe Research,"('TDG', '2019 q2')",0.014700469560921192
30738,BA,2019 q2,2010,0.4743055469673427,Mr. James A. Corridore,0.3847067090016355,male,CFRA Equity Research,"('BA', '2019 q2')",0.0
30739,GE,2019 q2,2010,0.3841204712208921,Mr. James A. Corridore,0.5042969226007515,male,CFRA Equity Research,"('GE', '2019 q2')",0.0
30740,HII,2019 q2,2010,0.6288137298081953,Mr. James A. Corridore,0.5995843037475376,male,CFRA Equity Research,"('HII', '2019 q2')",0.0
30741,HON,2019 q2,2010,0.5296173987640946,Mr. James A. Corridore,0.6296127926494332,male,CFRA Equity Research,"('HON', '2019 q2')",0.0
30742,LMT,2019 q2,2010,0.5275768249696254,Mr. James A. Corridore,0.4658666755822987,male,CFRA Equity Research,"('LMT', '2019 q2')",0.0
30743,MMM,2019 q2,2010,0.7113851555320462,Mr. James A. Corridore,0.8519042677383813,male,CFRA Equity Research,"('MMM', '2019 q2')",0.00936174183152616
30744,NOC,2019 q2,2010,0.6645049140726902,Mr. James A. Corridore,0.6478582235499329,male,CFRA Equity Research,"('NOC', '2019 q2')",0.0
30745,ROP,2019 q2,2010,0.6241476628048996,Mr. James A. Corridore,0.8889855707042499,male,CFRA Equity Research,"('ROP', '2019 q2')",0.0
30746,RTX,2019 q2,2010,0.4650364432321586,Mr. James A. Corridore,0.571474515218607,male,CFRA Equity Research,"('RTX', '2019 q2')",0.0
30747,TDG,2019 q2,2010,0.6441650364375886,Mr. James A. Corridore,0.7789399161588564,male,CFRA Equity Research,"('TDG', '2019 q2')",0.0
30748,TXT,2019 q2,2010,0.7168806467053435,Mr. James A. Corridore,0.7172173397083169,male,CFRA Equity Research,"('TXT', '2019 q2')",0.0
30749,BA,2019 q2,2010,0.4743055469673427,Mr. David Strauss,0.184778240306578,male,Barclays,"('BA', '2019 q2')",0.0
30750,HWM,2019 q2,2010,0.8424665687814094,Mr. David Strauss,0.9435710461444926,male,Barclays,"('HWM', '2019 q2')",0.0
30751,LHX,2019 q2,2010,0.7360322736815761,Mr. David Strauss,0.4803674775990833,male,Barclays,"('LHX', '2019 q2')",0.0
30752,BA,2019 q2,2010,0.4743055469673427,Ronald J. J. Epstein,0.1170215052658009,male,BofA Global Research,"('BA', '2019 q2')",0.006237146910279989
30753,HII,2019 q2,2010,0.6288137298081953,Ronald J. J. Epstein,0.5696933770568667,male,BofA Global Research,"('HII', '2019 q2')",0.021964382380247116
30754,NOC,2019 q2,2010,0.6645049140726902,Ronald J. J. Epstein,0.523710838682515,male,BofA Global Research,"('NOC', '2019 q2')",0.0
30755,RTX,2019 q2,2010,0.4650364432321586,Ronald J. J. Epstein,0.2912978088282573,male,BofA Global Research,"('RTX', '2019 q2')",0.0
30756,TDG,2019 q2,2010,0.6441650364375886,Ronald J. J. Epstein,0.5886375305937867,male,BofA Global Research,"('TDG', '2019 q2')",0.0
30757,BA,2019 q2,2010,0.4743055469673427,Mr. Chris Higgins,0.2755644478025869,male,"Morningstar, Inc.","('BA', '2019 q2')",0.0
30758,LMT,2019 q2,2010,0.5275768249696254,Mr. Chris Higgins,0.2831067894731227,male,"Morningstar, Inc.","('LMT', '2019 q2')",0.0
30759,NOC,2019 q2,2010,0.6645049140726902,Mr. Chris Higgins,0.6465557608445482,male,"Morningstar, Inc.","('NOC', '2019 q2')",0.0
30760,RTX,2019 q2,2010,0.4650364432321586,Mr. Chris Higgins,0.3847153692437476,male,"Morningstar, Inc.","('RTX', '2019 q2')",0.0
30761,TDG,2019 q2,2010,0.6441650364375886,Mr. Chris Higgins,0.8737765323509323,male,"Morningstar, Inc.","('TDG', '2019 q2')",0.0
30762,TXT,2019 q2,2010,0.7168806467053435,Mr. Chris Higgins,0.8119889721575447,male,"Morningstar, Inc.","('TXT', '2019 q2')",0.01666666753590107
30763,BA,2019 q2,2010,0.4743055469673427,Mr. Naman Jain,0.283651322891332,male,Crispidea,"('BA', '2019 q2')",0.0
30764,BA,2019 q2,2010,0.4743055469673427,"Mr. Charles P. Minervino, CFA",0.6214611269598815,male,Susquehanna Financial Group LLLP,"('BA', '2019 q2')",0.0
30765,LMT,2019 q2,2010,0.5275768249696254,"Mr. Charles P. Minervino, CFA",0.5940696898498093,male,Susquehanna Financial Group LLLP,"('LMT', '2019 q2')",0.0
30766,NOC,2019 q2,2010,0.6645049140726902,"Mr. Charles P. Minervino, CFA",0.8569540255240974,male,Susquehanna Financial Group LLLP,"('NOC', '2019 q2')",0.0
30767,TXT,2019 q2,2010,0.7168806467053435,"Mr. Charles P. Minervino, CFA",0.6613617570373022,male,Susquehanna Financial Group LLLP,"('TXT', '2019 q2')",0.0
30768,BA,2019 q2,2010,0.4743055469673427,Rajeev Lalwani,0.3245221285809637,male,Morgan Stanley,"('BA', '2019 q2')",0.0
30769,RTX,2019 q2,2010,0.4650364432321586,Rajeev Lalwani,0.2151528089462233,male,Morgan Stanley,"('RTX', '2019 q2')",0.01201651617884636
30770,TXT,2019 q2,2010,0.7168806467053435,Rajeev Lalwani,0.4847098534731973,male,Morgan Stanley,"('TXT', '2019 q2')",0.0
30771,BA,2019 q2,2010,0.4743055469673427,Mr. Richard T. Safran,0.115829250608918,male,The Buckingham Research Group,"('BA', '2019 q2')",0.0
30772,BA,2019 q2,2010,0.4743055469673427,Sheila Kahyaoglu,0.1098666514708999,female,Jefferies,"('BA', '2019 q2')",0.002888245042413473
30773,HON,2019 q2,2010,0.5296173987640946,Sheila Kahyaoglu,0.1313982883221672,female,Jefferies,"('HON', '2019 q2')",0.0
30774,LHX,2019 q2,2010,0.7360322736815761,Sheila Kahyaoglu,0.4151384755527331,female,Jefferies,"('LHX', '2019 q2')",0.0
30775,LMT,2019 q2,2010,0.5275768249696254,Sheila Kahyaoglu,0.6226685830396295,female,Jefferies,"('LMT', '2019 q2')",0.0
30776,NOC,2019 q2,2010,0.6645049140726902,Sheila Kahyaoglu,0.3555883001577715,female,Jefferies,"('NOC', '2019 q2')",0.0
30777,RTX,2019 q2,2010,0.4650364432321586,Sheila Kahyaoglu,0.2582585975725981,female,Jefferies,"('RTX', '2019 q2')",0.0
30778,TDG,2019 q2,2010,0.6441650364375886,Sheila Kahyaoglu,0.323055959138133,female,Jefferies,"('TDG', '2019 q2')",0.0
30779,BA,2019 q2,2010,0.4743055469673427,"Mr. Cai Von Rumohr, CFA",0.4628289222397161,male,Cowen and Company,"('BA', '2019 q2')",0.008921896728376547
30780,LMT,2019 q2,2010,0.5275768249696254,"Mr. Cai Von Rumohr, CFA",0.2043397926927753,male,Cowen and Company,"('LMT', '2019 q2')",0.0
30781,RTX,2019 q2,2010,0.4650364432321586,"Mr. Cai Von Rumohr, CFA",0.2337059705058827,male,Cowen and Company,"('RTX', '2019 q2')",0.0
30782,TXT,2019 q2,2010,0.7168806467053435,"Mr. Cai Von Rumohr, CFA",0.3433395434666938,male,Cowen and Company,"('TXT', '2019 q2')",0.0
30783,BA,2019 q2,2010,0.4743055469673427,Mr. Andrew P. Gollan,0.4387691323946797,male,Berenberg,"('BA', '2019 q2')",0.015901818871498108
30784,LMT,2019 q2,2010,0.5275768249696254,Mr. Andrew P. Gollan,0.4945784083717253,male,Berenberg,"('LMT', '2019 q2')",0.017099425196647644
30785,BA,2019 q2,2010,0.4743055469673427,Danny Goode,0.3108049559469475,male,"Morningstar, Inc.","('BA', '2019 q2')",0.0
30786,LMT,2019 q2,2010,0.5275768249696254,Danny Goode,0.2729330176624731,male,"Morningstar, Inc.","('LMT', '2019 q2')",0.0
30787,NOC,2019 q2,2010,0.6645049140726902,Danny Goode,0.5275383574945184,male,"Morningstar, Inc.","('NOC', '2019 q2')",0.0
30788,BA,2019 q2,2010,0.4743055469673427,Mr. Robert M. Spingarn,0.1649013798464783,male,Credit Suisse,"('BA', '2019 q2')",0.0
30789,HII,2019 q2,2010,0.6288137298081953,Mr. Robert M. Spingarn,0.6393352515849964,male,Credit Suisse,"('HII', '2019 q2')",0.0
30790,LHX,2019 q2,2010,0.7360322736815761,Mr. Robert M. Spingarn,0.5789130945143515,male,Credit Suisse,"('LHX', '2019 q2')",0.0
30791,LMT,2019 q2,2010,0.5275768249696254,Mr. Robert M. Spingarn,0.2396847805345996,male,Credit Suisse,"('LMT', '2019 q2')",0.0
30792,NOC,2019 q2,2010,0.6645049140726902,Mr. Robert M. Spingarn,0.423427762124774,male,Credit Suisse,"('NOC', '2019 q2')",0.0
30793,TXT,2019 q2,2010,0.7168806467053435,Mr. Robert M. Spingarn,0.4334101533187128,male,Credit Suisse,"('TXT', '2019 q2')",0.0
30794,BA,2019 q2,2010,0.4743055469673427,Mr. Christopher A. Jacobson,0.8368367988852887,male,Susquehanna Financial Group LLLP,"('BA', '2019 q2')",0.030760295689105988
30795,BA,2019 q2,2010,0.4743055469673427,Mr. Ken G. Herbert,0.1539406636897511,male,Canaccord Genuity,"('BA', '2019 q2')",0.07331737130880356
30796,TDG,2019 q2,2010,0.6441650364375886,Mr. Ken G. Herbert,0.2951501506491271,male,Canaccord Genuity,"('TDG', '2019 q2')",0.0
30797,CAT,2019 q2,2010,0.6373003655368251,"Saree Boroditsky, CFA",0.493972971064575,female,Jefferies,"('CAT', '2019 q2')",0.0
30798,CMI,2019 q2,2010,0.6236971036244991,"Saree Boroditsky, CFA",0.260065287614028,female,Jefferies,"('CMI', '2019 q2')",0.0
30799,DE,2019 q2,2010,0.5917422095030835,"Saree Boroditsky, CFA",0.208095975974829,female,Jefferies,"('DE', '2019 q2')",0.0
30800,FAST,2019 q2,2010,0.6482067908475928,"Saree Boroditsky, CFA",0.3148839506278885,female,Jefferies,"('FAST', '2019 q2')",0.0
30801,GWW,2019 q2,2010,0.5176729182136839,"Saree Boroditsky, CFA",0.2221849528414437,female,Jefferies,"('GWW', '2019 q2')",0.0
30802,ITW,2019 q2,2010,0.7896871561434672,"Saree Boroditsky, CFA",0.5074508455788834,female,Jefferies,"('ITW', '2019 q2')",0.0
30803,CAT,2019 q2,2010,0.6373003655368251,Chad Dillard,0.3191536164968118,male,Deutsche Bank,"('CAT', '2019 q2')",0.005473684053868055
30804,DE,2019 q2,2010,0.5917422095030835,Chad Dillard,0.5460158943217266,male,Deutsche Bank,"('DE', '2019 q2')",0.0
30805,CAT,2019 q2,2010,0.6373003655368251,Mr. Seth Weber,0.2642564422545016,male,RBC Capital Markets,"('CAT', '2019 q2')",0.0
30806,CMI,2019 q2,2010,0.6236971036244991,Mr. Seth Weber,0.5218271290489055,male,RBC Capital Markets,"('CMI', '2019 q2')",0.03333333507180214
30807,DE,2019 q2,2010,0.5917422095030835,Mr. Seth Weber,0.1841550550358224,male,RBC Capital Markets,"('DE', '2019 q2')",0.0
30808,PCAR,2019 q2,2010,0.5115998152567929,Mr. Seth Weber,0.2134935549471114,male,RBC Capital Markets,"('PCAR', '2019 q2')",0.0
30809,URI,2019 q2,2010,0.4424306533561882,Mr. Seth Weber,0.2405523592028864,male,RBC Capital Markets,"('URI', '2019 q2')",0.0
30810,CAT,2019 q2,2010,0.6373003655368251,Mr. Scott L. Pope,0.7589587259755646,male,"Morningstar, Inc.","('CAT', '2019 q2')",0.0
30811,DE,2019 q2,2010,0.5917422095030835,Mr. Scott L. Pope,0.6487021292604477,male,"Morningstar, Inc.","('DE', '2019 q2')",0.0
30812,PCAR,2019 q2,2010,0.5115998152567929,Mr. Scott L. Pope,0.6928011068529416,male,"Morningstar, Inc.","('PCAR', '2019 q2')",0.03333333507180214
30813,CAT,2019 q2,2010,0.6373003655368251,Ms. Jamie Cook,0.3933736683939032,female,Credit Suisse,"('CAT', '2019 q2')",0.0
30814,CMI,2019 q2,2010,0.6236971036244991,Ms. Jamie Cook,0.2968122192570408,female,Credit Suisse,"('CMI', '2019 q2')",0.0
30815,DE,2019 q2,2010,0.5917422095030835,Ms. Jamie Cook,0.383253739940363,female,Credit Suisse,"('DE', '2019 q2')",0.0
30816,PCAR,2019 q2,2010,0.5115998152567929,Ms. Jamie Cook,0.301129249244701,female,Credit Suisse,"('PCAR', '2019 q2')",0.0
30817,PH,2019 q2,2010,0.7478512818791963,Ms. Jamie Cook,0.5086975994774611,female,Credit Suisse,"('PH', '2019 q2')",0.0
30818,PWR,2019 q2,2010,0.9406040480015498,Ms. Jamie Cook,0.9406040480015498,female,Credit Suisse,"('PWR', '2019 q2')",0.0
30819,CAT,2019 q2,2010,0.6373003655368251,Andrew M. Casey,0.6438134805626878,male,"Wells Fargo Securities, LLC","('CAT', '2019 q2')",0.04227893427014351
30820,CMI,2019 q2,2010,0.6236971036244991,Andrew M. Casey,0.2245267852056902,male,"Wells Fargo Securities, LLC","('CMI', '2019 q2')",0.0
30821,DE,2019 q2,2010,0.5917422095030835,Andrew M. Casey,0.1898090781000571,male,"Wells Fargo Securities, LLC","('DE', '2019 q2')",0.00678241765126586
30822,ETN,2019 q2,2010,0.4752883935123339,Andrew M. Casey,0.2164432632635652,male,"Wells Fargo Securities, LLC","('ETN', '2019 q2')",0.0
30823,ITW,2019 q2,2010,0.7896871561434672,Andrew M. Casey,0.5739368634618239,male,"Wells Fargo Securities, LLC","('ITW', '2019 q2')",0.0
30824,PCAR,2019 q2,2010,0.5115998152567929,Andrew M. Casey,0.3032969725200949,male,"Wells Fargo Securities, LLC","('PCAR', '2019 q2')",0.01666666753590107
30825,PH,2019 q2,2010,0.7478512818791963,Andrew M. Casey,0.4621292509185903,male,"Wells Fargo Securities, LLC","('PH', '2019 q2')",0.0
30826,CAT,2019 q2,2010,0.6373003655368251,Credit Suisse Global Product Marketing,0.6600728670081096,Not a person,Credit Suisse,"('CAT', '2019 q2')",0.0
30827,MMM,2019 q2,2010,0.7113851555320462,Credit Suisse Global Product Marketing,0.7062385728929796,Not a person,Credit Suisse,"('MMM', '2019 q2')",0.01403809804469347
30828,CAT,2019 q2,2010,0.6373003655368251,Mr. Luis J. Amadeo,0.4408149010142719,male,"Oppenheimer & Co., Inc.","('CAT', '2019 q2')",0.0
30829,CMI,2019 q2,2010,0.6236971036244991,Mr. Luis J. Amadeo,0.4086824960558968,male,"Oppenheimer & Co., Inc.","('CMI', '2019 q2')",0.0
30830,JCI,2019 q2,2010,0.5246636755951608,Mr. Luis J. Amadeo,0.5172714456115919,male,"Oppenheimer & Co., Inc.","('JCI', '2019 q2')",0.0
30831,ROK,2019 q2,2010,0.5997323292585754,Mr. Luis J. Amadeo,0.1959451177465409,male,"Oppenheimer & Co., Inc.","('ROK', '2019 q2')",0.0
30832,CAT,2019 q2,2010,0.6373003655368251,Courtney Yakavonis,0.3685928047177486,female,Morgan Stanley,"('CAT', '2019 q2')",0.0
30833,CMI,2019 q2,2010,0.6236971036244991,Courtney Yakavonis,0.3272720983301868,female,Morgan Stanley,"('CMI', '2019 q2')",0.0
30834,DE,2019 q2,2010,0.5917422095030835,Courtney Yakavonis,0.3437986409827704,female,Morgan Stanley,"('DE', '2019 q2')",0.010093501769006252
30835,URI,2019 q2,2010,0.4424306533561882,Courtney Yakavonis,0.3938798181805559,female,Morgan Stanley,"('URI', '2019 q2')",0.0
30836,CMI,2019 q2,2010,0.6236971036244991,Mr. David M. Raso,0.2507571832690077,male,EVERCORE ISI,"('CMI', '2019 q2')",0.0
30837,PCAR,2019 q2,2010,0.5115998152567929,Mr. David M. Raso,0.2363373281144005,male,EVERCORE ISI,"('PCAR', '2019 q2')",0.0
30838,CMI,2019 q2,2010,0.6236971036244991,SADIF Research,0.9636486480709427,Not a person,Sadif Analytics Prime,"('CMI', '2019 q2')",0.9760140180587769
30839,DOV,2019 q2,2010,0.7025396691415663,SADIF Research,0.9889363242504342,Not a person,Sadif Analytics Prime,"('DOV', '2019 q2')",0.9717386960983276
30840,FAST,2019 q2,2010,0.6482067908475928,SADIF Research,0.9862058945212756,Not a person,Sadif Analytics Prime,"('FAST', '2019 q2')",0.955388069152832
30841,FBHS,2019 q2,2010,0.5937565817542221,SADIF Research,0.9483909893989771,Not a person,Sadif Analytics Prime,"('FBHS', '2019 q2')",0.9084686040878296
30842,HON,2019 q2,2010,0.5296173987640946,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HON', '2019 q2')",0.9739626049995422
30843,HWM,2019 q2,2010,0.8424665687814094,SADIF Research,0.9852567093961412,Not a person,Sadif Analytics Prime,"('HWM', '2019 q2')",0.9464705586433411
30844,IEX,2019 q2,2010,0.6817024188544198,SADIF Research,0.9669681614219424,Not a person,Sadif Analytics Prime,"('IEX', '2019 q2')",0.9790018796920776
30845,IR,2019 q2,2010,0.5124265432857881,SADIF Research,0.9662511973901354,Not a person,Sadif Analytics Prime,"('IR', '2019 q2')",0.9188700318336487
30846,ITW,2019 q2,2010,0.7896871561434672,SADIF Research,0.9915985155749762,Not a person,Sadif Analytics Prime,"('ITW', '2019 q2')",0.8799595832824707
30847,LHX,2019 q2,2010,0.7360322736815761,SADIF Research,0.9885036478206513,Not a person,Sadif Analytics Prime,"('LHX', '2019 q2')",0.9466270208358765
30848,PH,2019 q2,2010,0.7478512818791963,SADIF Research,0.9969978793195704,Not a person,Sadif Analytics Prime,"('PH', '2019 q2')",0.9795116782188416
30849,SNA,2019 q2,2010,0.7659364826694681,SADIF Research,0.9782050496144804,Not a person,Sadif Analytics Prime,"('SNA', '2019 q2')",0.978385329246521
30850,CMI,2019 q2,2010,0.6236971036244991,Mr. Ross P. Gilardi,0.5218271290489055,male,BofA Global Research,"('CMI', '2019 q2')",0.03333333507180214
30851,DE,2019 q2,2010,0.5917422095030835,Mr. Ross P. Gilardi,0.6218732103432543,male,BofA Global Research,"('DE', '2019 q2')",0.03333333507180214
30852,PCAR,2019 q2,2010,0.5115998152567929,Mr. Ross P. Gilardi,0.4587722026357395,male,BofA Global Research,"('PCAR', '2019 q2')",0.0
30853,SWK,2019 q2,2010,0.4677759034972364,Mr. Ross P. Gilardi,0.3291162056984107,male,BofA Global Research,"('SWK', '2019 q2')",0.0
30854,CMI,2019 q2,2010,0.6236971036244991,Mr. Alexander E. Potter,0.3601512728908774,male,Piper Sandler Companies,"('CMI', '2019 q2')",0.01487729698419571
30855,PCAR,2019 q2,2010,0.5115998152567929,Mr. Alexander E. Potter,0.2374162868446147,male,Piper Sandler Companies,"('PCAR', '2019 q2')",0.0
30856,DE,2019 q2,2010,0.5917422095030835,"Lawrence T. De Maria, CFA",0.245338232436147,male,William Blair & Company,"('DE', '2019 q2')",0.0
30857,DE,2019 q2,2010,0.5917422095030835,Mr. Adam Seiden,0.6524552423698716,male,Barclays,"('DE', '2019 q2')",0.007545555010437965
30858,DE,2019 q2,2010,0.5917422095030835,Mr. Krishna BS,0.6309150461681584,male,Crispidea,"('DE', '2019 q2')",0.02381139062345028
30859,DOV,2019 q2,2010,0.7025396691415663,Joshua Aguilar,0.8097943144552172,male,"Morningstar, Inc.","('DOV', '2019 q2')",0.0
30860,EMR,2019 q2,2010,0.5971762977446985,Joshua Aguilar,0.5947241899084605,male,"Morningstar, Inc.","('EMR', '2019 q2')",0.0
30861,ETN,2019 q2,2010,0.4752883935123339,Joshua Aguilar,0.7319448128218404,male,"Morningstar, Inc.","('ETN', '2019 q2')",0.0
30862,GE,2019 q2,2010,0.3841204712208921,Joshua Aguilar,0.4411052881388699,male,"Morningstar, Inc.","('GE', '2019 q2')",0.0
30863,HON,2019 q2,2010,0.5296173987640946,Joshua Aguilar,0.5209110479606436,male,"Morningstar, Inc.","('HON', '2019 q2')",0.0
30864,ITW,2019 q2,2010,0.7896871561434672,Joshua Aguilar,0.8795568353508072,male,"Morningstar, Inc.","('ITW', '2019 q2')",0.0
30865,MMM,2019 q2,2010,0.7113851555320462,Joshua Aguilar,0.7585580485202308,male,"Morningstar, Inc.","('MMM', '2019 q2')",0.011298151686787605
30866,PH,2019 q2,2010,0.7478512818791963,Joshua Aguilar,0.647495967488399,male,"Morningstar, Inc.","('PH', '2019 q2')",0.005555555845300357
30867,ROK,2019 q2,2010,0.5997323292585754,Joshua Aguilar,0.6260174548339152,male,"Morningstar, Inc.","('ROK', '2019 q2')",0.01666666753590107
30868,ROP,2019 q2,2010,0.6241476628048996,Joshua Aguilar,0.7123842679361391,male,"Morningstar, Inc.","('ROP', '2019 q2')",0.0
30869,RTX,2019 q2,2010,0.4650364432321586,Joshua Aguilar,0.3572939204895016,male,"Morningstar, Inc.","('RTX', '2019 q2')",0.01666666753590107
30870,DOV,2019 q2,2010,0.7025396691415663,Ms. Nicole DeBlase,0.4303369072733273,female,Deutsche Bank,"('DOV', '2019 q2')",0.0
30871,EMR,2019 q2,2010,0.5971762977446985,Ms. Nicole DeBlase,0.3141765605232936,female,Deutsche Bank,"('EMR', '2019 q2')",0.0
30872,GE,2019 q2,2010,0.3841204712208921,Ms. Nicole DeBlase,0.2737448120805857,female,Deutsche Bank,"('GE', '2019 q2')",0.0
30873,HON,2019 q2,2010,0.5296173987640946,Ms. Nicole DeBlase,0.3507288410150569,female,Deutsche Bank,"('HON', '2019 q2')",0.0
30874,IR,2019 q2,2010,0.5124265432857881,Ms. Nicole DeBlase,0.1577776186864661,female,Deutsche Bank,"('IR', '2019 q2')",0.0
30875,ITW,2019 q2,2010,0.7896871561434672,Ms. Nicole DeBlase,0.6177478697562122,female,Deutsche Bank,"('ITW', '2019 q2')",0.0
30876,MMM,2019 q2,2010,0.7113851555320462,Ms. Nicole DeBlase,0.4365765512974542,female,Deutsche Bank,"('MMM', '2019 q2')",0.0
30877,PH,2019 q2,2010,0.7478512818791963,Ms. Nicole DeBlase,0.5376830239920284,female,Deutsche Bank,"('PH', '2019 q2')",0.0
30878,ROK,2019 q2,2010,0.5997323292585754,Ms. Nicole DeBlase,0.4263263634555497,female,Deutsche Bank,"('ROK', '2019 q2')",0.0
30879,SWK,2019 q2,2010,0.4677759034972364,Ms. Nicole DeBlase,0.2666826676535048,female,Deutsche Bank,"('SWK', '2019 q2')",0.0
30880,DOV,2019 q2,2010,0.7025396691415663,Mr. Charles D. Brady,0.3565998519503222,male,SunTrust Robinson Humphrey Capital Markets,"('DOV', '2019 q2')",0.02479679323732853
30881,EMR,2019 q2,2010,0.5971762977446985,Mr. Nicholas P. Heymann,0.2981954330107589,male,William Blair & Company,"('EMR', '2019 q2')",0.0
30882,ETN,2019 q2,2010,0.4752883935123339,Mr. Nicholas P. Heymann,0.184604452960037,male,William Blair & Company,"('ETN', '2019 q2')",0.0
30883,HON,2019 q2,2010,0.5296173987640946,Mr. Nicholas P. Heymann,0.2318048850806068,male,William Blair & Company,"('HON', '2019 q2')",0.0
30884,JCI,2019 q2,2010,0.5246636755951608,Mr. Nicholas P. Heymann,0.4355760798736175,male,William Blair & Company,"('JCI', '2019 q2')",0.0
30885,MMM,2019 q2,2010,0.7113851555320462,Mr. Nicholas P. Heymann,0.3545767729534222,male,William Blair & Company,"('MMM', '2019 q2')",0.0
30886,ROK,2019 q2,2010,0.5997323292585754,Mr. Nicholas P. Heymann,0.2497378596853963,male,William Blair & Company,"('ROK', '2019 q2')",0.0
30887,RTX,2019 q2,2010,0.4650364432321586,Mr. Nicholas P. Heymann,0.3104291632902401,male,William Blair & Company,"('RTX', '2019 q2')",0.0
30888,FAST,2019 q2,2010,0.6482067908475928,"Ryan J. Merkel, CFA",0.3230127770181915,male,William Blair & Company,"('FAST', '2019 q2')",0.0
30889,FBHS,2019 q2,2010,0.5937565817542221,Mr. Stephen S. Kim,0.2705766195004299,male,EVERCORE ISI,"('FBHS', '2019 q2')",0.0
30890,MAS,2019 q2,2010,0.4925232527482378,Mr. Stephen S. Kim,0.2459456659376714,male,EVERCORE ISI,"('MAS', '2019 q2')",0.0
30891,FBHS,2019 q2,2010,0.5937565817542221,Matthew A. Bouley,0.6338157012862032,male,Barclays,"('FBHS', '2019 q2')",0.0
30892,MAS,2019 q2,2010,0.4925232527482378,Matthew A. Bouley,0.2440514395657174,male,Barclays,"('MAS', '2019 q2')",0.0
30893,FBHS,2019 q2,2010,0.5937565817542221,Michael Dahl,0.2865061433092352,male,RBC Capital Markets,"('FBHS', '2019 q2')",0.0
30894,MAS,2019 q2,2010,0.4925232527482378,Michael Dahl,0.1596225984851331,male,RBC Capital Markets,"('MAS', '2019 q2')",0.0
30895,FBHS,2019 q2,2010,0.5937565817542221,Mr. Alvaro Lacayo,0.2470320715700965,male,Gabelli & Company,"('FBHS', '2019 q2')",0.013868099078536034
30896,FBHS,2019 q2,2010,0.5937565817542221,Keith B. Hughes,0.2130758846519411,male,SunTrust Robinson Humphrey Capital Markets,"('FBHS', '2019 q2')",0.0
30897,MAS,2019 q2,2010,0.4925232527482378,Keith B. Hughes,0.7742721988902475,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2019 q2')",0.0
30898,FBHS,2019 q2,2010,0.5937565817542221,"John Lovallo, II",0.5081677922510767,male,BofA Global Research,"('FBHS', '2019 q2')",0.012202136218547821
30899,MAS,2019 q2,2010,0.4925232527482378,"John Lovallo, II",0.4920430622698369,male,BofA Global Research,"('MAS', '2019 q2')",0.024885674938559532
30900,FBHS,2019 q2,2010,0.5937565817542221,Ms. Susan M. Maklari,0.2982907398396986,female,Credit Suisse,"('FBHS', '2019 q2')",0.0
30901,MAS,2019 q2,2010,0.4925232527482378,Ms. Susan M. Maklari,0.2901292116884293,female,Credit Suisse,"('MAS', '2019 q2')",0.0
30902,SWK,2019 q2,2010,0.4677759034972364,Ms. Susan M. Maklari,0.4155254913050049,female,Credit Suisse,"('SWK', '2019 q2')",0.0
30903,FBHS,2019 q2,2010,0.5937565817542221,"Nishu Sood, CFA",0.2934911732488414,male,Deutsche Bank,"('FBHS', '2019 q2')",0.0
30904,MAS,2019 q2,2010,0.4925232527482378,"Nishu Sood, CFA",0.1638936396692095,male,Deutsche Bank,"('MAS', '2019 q2')",0.0
30905,FLS,2019 q2,2010,0.6084844527017477,Mr. Joseph C. Giordano,0.5502924466233652,male,Cowen and Company,"('FLS', '2019 q2')",0.0
30906,GD,2019 q2,2010,0.597696343625562,Mr. Joseph C. Giordano,0.2460121370288811,male,Cowen and Company,"('GD', '2019 q2')",0.0
30907,PH,2019 q2,2010,0.7478512818791963,Mr. Joseph C. Giordano,0.8074575843192274,male,Cowen and Company,"('PH', '2019 q2')",0.01133690308779478
30908,PNR,2019 q2,2010,0.6002978286845349,Mr. Joseph C. Giordano,0.4789580294722725,male,Cowen and Company,"('PNR', '2019 q2')",0.0
30909,ROK,2019 q2,2010,0.5997323292585754,Mr. Joseph C. Giordano,0.8141510211103314,male,Cowen and Company,"('ROK', '2019 q2')",0.0
30910,ROP,2019 q2,2010,0.6241476628048996,Mr. Joseph C. Giordano,0.5536611279031131,male,Cowen and Company,"('ROP', '2019 q2')",0.0
30911,GD,2019 q2,2010,0.597696343625562,"Brian P. Drab, CFA",0.4072367744104688,male,William Blair & Company,"('GD', '2019 q2')",0.0
30912,PNR,2019 q2,2010,0.6002978286845349,"Brian P. Drab, CFA",0.5324725279420696,male,William Blair & Company,"('PNR', '2019 q2')",0.0
30913,GD,2019 q2,2010,0.597696343625562,Krzysztof Smalec,0.800425251874848,male,"Morningstar, Inc.","('GD', '2019 q2')",0.0
30914,PNR,2019 q2,2010,0.6002978286845349,Krzysztof Smalec,0.7597439025029854,male,"Morningstar, Inc.","('PNR', '2019 q2')",0.0
30915,GE,2019 q2,2010,0.3841204712208921,"Mr. Justin L. Bergner, CFA",0.140030373732731,male,Gabelli & Company,"('GE', '2019 q2')",0.0
30916,GWW,2019 q2,2010,0.5176729182136839,"Mr. Justin L. Bergner, CFA",0.4525622131745151,male,Gabelli & Company,"('GWW', '2019 q2')",0.0
30917,SWK,2019 q2,2010,0.4677759034972364,"Mr. Justin L. Bergner, CFA",0.3377851166845941,male,Gabelli & Company,"('SWK', '2019 q2')",0.0
30918,HON,2019 q2,2010,0.5296173987640946,Shri Puneet Garg,0.1403199901069241,male,HSBC,"('HON', '2019 q2')",0.0
30919,RTX,2019 q2,2010,0.4650364432321586,Shri Puneet Garg,0.208549065296671,male,HSBC,"('RTX', '2019 q2')",0.0
30920,HON,2019 q2,2010,0.5296173987640946,Mr. Gautam J. Khanna,0.8030749947067625,male,Cowen and Company,"('HON', '2019 q2')",0.0
30921,HWM,2019 q2,2010,0.8424665687814094,Mr. Gautam J. Khanna,0.5758132321034256,male,Cowen and Company,"('HWM', '2019 q2')",0.0
30922,JCI,2019 q2,2010,0.5246636755951608,Mr. Gautam J. Khanna,0.1417124211225898,male,Cowen and Company,"('JCI', '2019 q2')",0.0
30923,TDG,2019 q2,2010,0.6441650364375886,Mr. Gautam J. Khanna,0.723622861110767,male,Cowen and Company,"('TDG', '2019 q2')",0.0
30924,TT,2019 q2,2010,0.5541863375688398,Mr. Gautam J. Khanna,0.5704621778689336,male,Cowen and Company,"('TT', '2019 q2')",0.0
30925,HWM,2019 q2,2010,0.8424665687814094,Mr. Andrew Lane,0.7826294679864831,male,"Morningstar, Inc.","('HWM', '2019 q2')",0.0053078653290867805
30926,HWM,2019 q2,2010,0.8424665687814094,"Mr. Curt R. Woodworth, CFA",0.6133492029044638,male,Credit Suisse,"('HWM', '2019 q2')",0.005458415485918522
30927,IEX,2019 q2,2010,0.6817024188544198,Mr. Michael Gaugler,0.6611126696438476,male,Janney Montgomery Scott LLC,"('IEX', '2019 q2')",0.05213417112827301
30928,IR,2019 q2,2010,0.5124265432857881,Mr. William A. Herbert,0.3993781136708702,male,Piper Sandler Companies,"('IR', '2019 q2')",0.0
30929,IR,2019 q2,2010,0.5124265432857881,Mr. Igor Levi,0.1794608718500809,male,BTIG,"('IR', '2019 q2')",0.0
30930,LHX,2019 q2,2010,0.7360322736815761,Mr. Keith Snyder,0.8579014114820223,male,CFRA Equity Research,"('LHX', '2019 q2')",0.0
30931,MAS,2019 q2,2010,0.4925232527482378,"Philip H. Ng, CFA",0.1503747813033275,male,Jefferies,"('MAS', '2019 q2')",0.0
30932,MMM,2019 q2,2010,0.7113851555320462,Ms. Shejal Ajmera,0.7585413349578585,female,Crispidea,"('MMM', '2019 q2')",0.01666666753590107
30933,MMM,2019 q2,2010,0.7113851555320462,"Mr. Laurence Alexander, CFA",0.5909185045567898,male,Jefferies,"('MMM', '2019 q2')",0.0
30934,NOC,2019 q2,2010,0.6645049140726902,Acquisdata Research Team,0.4775797924886553,Not a person,Acquisdata,"('NOC', '2019 q2')",0.0
30935,RTX,2019 q2,2010,0.4650364432321586,Acquisdata Research Team,0.5710267073609314,Not a person,Acquisdata,"('RTX', '2019 q2')",0.0
30936,SNA,2019 q2,2010,0.7659364826694681,Richard Hilgert,0.7896072643140299,male,"Morningstar, Inc.","('SNA', '2019 q2')",0.008971551743646463
30937,SNA,2019 q2,2010,0.7659364826694681,Mr. Scott L. Stember,0.4268238321410896,male,C.L. King & Associates,"('SNA', '2019 q2')",0.0
30938,SNA,2019 q2,2010,0.7659364826694681,"Mr. Bret D. Jordan, CFA, CFA",0.4571666185140577,male,Jefferies,"('SNA', '2019 q2')",0.0
30939,SNA,2019 q2,2010,0.7659364826694681,"Curtis Nagle, CFA",0.5144944910491265,male,BofA Global Research,"('SNA', '2019 q2')",0.026400704868137836
30940,SNA,2019 q2,2010,0.7659364826694681,Gary Prestopino,0.9251165320986908,male,Barrington Research Associates,"('SNA', '2019 q2')",0.0
30941,SWK,2019 q2,2010,0.4677759034972364,Mr. Thomas Hayes,0.4618815501054125,male,Northcoast Research,"('SWK', '2019 q2')",0.0
30942,TDG,2019 q2,2010,0.6441650364375886,"Elliott L. Schlang, CFA",0.2414102635423847,male,Great Lakes/Wellington Shields,"('TDG', '2019 q2')",0.0
30943,WAB,2019 q2,2010,0.291403403154601,"Elliott L. Schlang, CFA",0.2561792325203256,male,Great Lakes/Wellington Shields,"('WAB', '2019 q2')",0.0
30944,TDG,2019 q2,2010,0.6441650364375886,Michael Ciarmoli,0.2591529198252278,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2019 q2')",0.0
30945,TDG,2019 q2,2010,0.6441650364375886,Ross Law,0.4017466723302926,male,Berenberg,"('TDG', '2019 q2')",0.0
30946,TDG,2019 q2,2010,0.6441650364375886,Mr. Andrew Casella,0.3862792156596291,male,Deutsche Bank,"('TDG', '2019 q2')",0.0292966291308403
30947,TT,2019 q2,2010,0.5541863375688398,"Mr. Stephen Tusa, Jr, CFA",0.2562567762444639,male,JPMorgan,"('TT', '2019 q2')",0.021247184835374355
30948,TT,2019 q2,2010,0.5541863375688398,Mr. Joel G. Tiss,0.3650937062466254,male,BMO Capital Markets,"('TT', '2019 q2')",0.011641246266663074
30949,TXT,2019 q2,2010,0.7168806467053435,Mr. Ravindra kulkarni,0.8180393281398646,male,Crispidea,"('TXT', '2019 q2')",0.0
30950,URI,2019 q2,2010,0.4424306533561882,Mr. John Healy,0.4400017356588754,male,Northcoast Research,"('URI', '2019 q2')",0.02371569164097309
30951,URI,2019 q2,2010,0.4424306533561882,Mr. Scott Schneeberger,0.2194057552980906,male,"Oppenheimer & Co., Inc.","('URI', '2019 q2')",0.0
30952,WAB,2019 q2,2010,0.291403403154601,Mr. Scott H. Group,0.2381432959412195,male,Wolfe Research,"('WAB', '2019 q2')",0.0
30953,WAB,2019 q2,2010,0.291403403154601,Justin T. Long,0.1464046508305935,male,Stephens Inc.,"('WAB', '2019 q2')",0.0
30954,ALLE,2019 q3,2010,0.6540465138609974,Mr. Andrew B. Obin,0.3587963159744094,male,BofA Global Research,"('ALLE', '2019 q3')",0.0
30955,AME,2019 q3,2010,0.5402159702178444,Mr. Andrew B. Obin,0.2625411693927751,male,BofA Global Research,"('AME', '2019 q3')",0.005880643147975206
30956,EMR,2019 q3,2010,0.5215475337940705,Mr. Andrew B. Obin,0.2116490331937965,male,BofA Global Research,"('EMR', '2019 q3')",0.0
30957,ETN,2019 q3,2010,0.5189061600587945,Mr. Andrew B. Obin,0.256182905368178,male,BofA Global Research,"('ETN', '2019 q3')",0.0
30958,FLS,2019 q3,2010,0.9811799932692664,Mr. Andrew B. Obin,0.968317423748449,male,BofA Global Research,"('FLS', '2019 q3')",0.0
30959,GD,2019 q3,2010,0.5449351628674168,Mr. Andrew B. Obin,0.2690424405775977,male,BofA Global Research,"('GD', '2019 q3')",0.0
30960,GE,2019 q3,2010,0.3843416781569789,Mr. Andrew B. Obin,0.2495560041434726,male,BofA Global Research,"('GE', '2019 q3')",0.008198380470275879
30961,HON,2019 q3,2010,0.5827851247320289,Mr. Andrew B. Obin,0.2105523055283847,male,BofA Global Research,"('HON', '2019 q3')",0.0
30962,MMM,2019 q3,2010,0.5706365952163569,Mr. Andrew B. Obin,0.2938198832857389,male,BofA Global Research,"('MMM', '2019 q3')",0.0
30963,PH,2019 q3,2010,0.6997421791406402,Mr. Andrew B. Obin,0.3286744037863189,male,BofA Global Research,"('PH', '2019 q3')",0.0058650183491408825
30964,PNR,2019 q3,2010,0.6635242782743351,Mr. Andrew B. Obin,0.3823178694834113,male,BofA Global Research,"('PNR', '2019 q3')",0.0
30965,ROK,2019 q3,2010,0.5392912505553403,Mr. Andrew B. Obin,0.2134346234415627,male,BofA Global Research,"('ROK', '2019 q3')",0.014095216058194637
30966,TT,2019 q3,2010,0.5070579362100514,Mr. Andrew B. Obin,0.3083393162675336,male,BofA Global Research,"('TT', '2019 q3')",0.0
30967,ALLE,2019 q3,2010,0.6540465138609974,Julian Mitchell,0.4301348379485492,male,Barclays,"('ALLE', '2019 q3')",0.005817093886435032
30968,EMR,2019 q3,2010,0.5215475337940705,Julian Mitchell,0.2891798063841206,male,Barclays,"('EMR', '2019 q3')",0.0
30969,GD,2019 q3,2010,0.5449351628674168,Julian Mitchell,0.2667378952883701,male,Barclays,"('GD', '2019 q3')",0.0
30970,IR,2019 q3,2010,0.4638247773468048,Julian Mitchell,0.463980808419092,male,Barclays,"('IR', '2019 q3')",0.0
30971,JCI,2019 q3,2010,0.5953707813325969,Julian Mitchell,0.29489624636377,male,Barclays,"('JCI', '2019 q3')",0.0
30972,TT,2019 q3,2010,0.5070579362100514,Julian Mitchell,0.3227511631126531,male,Barclays,"('TT', '2019 q3')",0.0
30973,ALLE,2019 q3,2010,0.6540465138609974,Matthew Miller,0.6068700390249407,male,CFRA Equity Research,"('ALLE', '2019 q3')",0.0
30974,AOS,2019 q3,2010,0.0,Matthew Miller,,male,CFRA Equity Research,"('AOS', '2019 q3')",0.0
30975,FBHS,2019 q3,2010,0.4833389354628339,Matthew Miller,0.6131160942920125,male,CFRA Equity Research,"('FBHS', '2019 q3')",0.0
30976,HWM,2019 q3,2010,0.8665227062581857,Matthew Miller,0.7897238404517161,male,CFRA Equity Research,"('HWM', '2019 q3')",0.0
30977,JCI,2019 q3,2010,0.5953707813325969,Matthew Miller,0.7252880105721645,male,CFRA Equity Research,"('JCI', '2019 q3')",0.0
30978,MAS,2019 q3,2010,0.4544822114741635,Matthew Miller,0.5545346315182018,male,CFRA Equity Research,"('MAS', '2019 q3')",0.0
30979,ALLE,2019 q3,2010,0.6540465138609974,Mr. Joshua C. Pokrzywinski,0.6337152049088307,male,Morgan Stanley,"('ALLE', '2019 q3')",0.0034137188146511712
30980,AME,2019 q3,2010,0.5402159702178444,Mr. Joshua C. Pokrzywinski,0.3316401496179021,male,Morgan Stanley,"('AME', '2019 q3')",0.0
30981,EMR,2019 q3,2010,0.5215475337940705,Mr. Joshua C. Pokrzywinski,0.31090572723682,male,Morgan Stanley,"('EMR', '2019 q3')",0.0
30982,FAST,2019 q3,2010,0.5819904043922175,Mr. Joshua C. Pokrzywinski,0.7134790685135468,male,Morgan Stanley,"('FAST', '2019 q3')",0.0
30983,GD,2019 q3,2010,0.5449351628674168,Mr. Joshua C. Pokrzywinski,0.4603341220650978,male,Morgan Stanley,"('GD', '2019 q3')",0.0
30984,GE,2019 q3,2010,0.3843416781569789,Mr. Joshua C. Pokrzywinski,0.2204516025441414,male,Morgan Stanley,"('GE', '2019 q3')",0.0
30985,HON,2019 q3,2010,0.5827851247320289,Mr. Joshua C. Pokrzywinski,0.6656854288316472,male,Morgan Stanley,"('HON', '2019 q3')",0.0
30986,ITW,2019 q3,2010,0.6473033936584204,Mr. Joshua C. Pokrzywinski,0.6500254635194819,male,Morgan Stanley,"('ITW', '2019 q3')",0.0
30987,JCI,2019 q3,2010,0.5953707813325969,Mr. Joshua C. Pokrzywinski,0.4449920954610971,male,Morgan Stanley,"('JCI', '2019 q3')",0.0
30988,PNR,2019 q3,2010,0.6635242782743351,Mr. Joshua C. Pokrzywinski,0.6478834128433902,male,Morgan Stanley,"('PNR', '2019 q3')",0.0
30989,ROK,2019 q3,2010,0.5392912505553403,Mr. Joshua C. Pokrzywinski,0.6551707399491206,male,Morgan Stanley,"('ROK', '2019 q3')",0.0
30990,SWK,2019 q3,2010,0.6816949320215216,Mr. Joshua C. Pokrzywinski,0.6522581211373334,male,Morgan Stanley,"('SWK', '2019 q3')",0.0
30991,ALLE,2019 q3,2010,0.6540465138609974,Mr. Jeffrey T. Kessler,0.4709955402435998,male,"Imperial Capital, LLC","('ALLE', '2019 q3')",0.0
30992,ALLE,2019 q3,2010,0.6540465138609974,Brian Bernard,0.866297884956803,male,"Morningstar, Inc.","('ALLE', '2019 q3')",0.0
30993,FAST,2019 q3,2010,0.5819904043922175,Brian Bernard,0.70601320865333,male,"Morningstar, Inc.","('FAST', '2019 q3')",0.0
30994,FBHS,2019 q3,2010,0.4833389354628339,Brian Bernard,0.5965206252992238,male,"Morningstar, Inc.","('FBHS', '2019 q3')",0.0
30995,GWW,2019 q3,2010,0.6571192578579308,Brian Bernard,0.8145331421539047,male,"Morningstar, Inc.","('GWW', '2019 q3')",0.0
30996,JCI,2019 q3,2010,0.5953707813325969,Brian Bernard,0.5806434477987963,male,"Morningstar, Inc.","('JCI', '2019 q3')",0.0
30997,MAS,2019 q3,2010,0.4544822114741635,Brian Bernard,0.4922747286194847,male,"Morningstar, Inc.","('MAS', '2019 q3')",0.0
30998,TT,2019 q3,2010,0.5070579362100514,Brian Bernard,0.6197756787021833,male,"Morningstar, Inc.","('TT', '2019 q3')",0.0
30999,AME,2019 q3,2010,0.5402159702178444,Christopher D. Glynn,0.4215480769089282,male,"Oppenheimer & Co., Inc.","('AME', '2019 q3')",0.0
31000,EMR,2019 q3,2010,0.5215475337940705,Christopher D. Glynn,0.334752693424507,male,"Oppenheimer & Co., Inc.","('EMR', '2019 q3')",0.0
31001,ETN,2019 q3,2010,0.5189061600587945,Christopher D. Glynn,0.2710959192204921,male,"Oppenheimer & Co., Inc.","('ETN', '2019 q3')",0.0
31002,GE,2019 q3,2010,0.3843416781569789,Christopher D. Glynn,0.1216043470300348,male,"Oppenheimer & Co., Inc.","('GE', '2019 q3')",0.005575144663453102
31003,GWW,2019 q3,2010,0.6571192578579308,Christopher D. Glynn,0.4838946008340677,male,"Oppenheimer & Co., Inc.","('GWW', '2019 q3')",0.0
31004,HON,2019 q3,2010,0.5827851247320289,Christopher D. Glynn,0.3774543192058335,male,"Oppenheimer & Co., Inc.","('HON', '2019 q3')",0.0
31005,ROP,2019 q3,2010,0.7971315023150558,Christopher D. Glynn,0.6827349270792802,male,"Oppenheimer & Co., Inc.","('ROP', '2019 q3')",0.024914978072047234
31006,SNA,2019 q3,2010,0.7640740958458607,Christopher D. Glynn,0.5073999413458304,male,"Oppenheimer & Co., Inc.","('SNA', '2019 q3')",0.02441515028476715
31007,AME,2019 q3,2010,0.5402159702178444,Mr. Robert P. McCarthy,0.4399668294059137,male,Stephens Inc.,"('AME', '2019 q3')",0.0
31008,EMR,2019 q3,2010,0.5215475337940705,Mr. Robert P. McCarthy,0.3189296224049275,male,Stephens Inc.,"('EMR', '2019 q3')",0.0
31009,ETN,2019 q3,2010,0.5189061600587945,Mr. Robert P. McCarthy,0.2443121511855355,male,Stephens Inc.,"('ETN', '2019 q3')",0.0
31010,ROK,2019 q3,2010,0.5392912505553403,Mr. Robert P. McCarthy,0.339987317232006,male,Stephens Inc.,"('ROK', '2019 q3')",0.0
31011,AME,2019 q3,2010,0.5402159702178444,Elizabeth Vermillion,0.728607144656167,female,CFRA Equity Research,"('AME', '2019 q3')",0.0
31012,CAT,2019 q3,2010,0.7273146898076144,Elizabeth Vermillion,0.578515911826117,female,CFRA Equity Research,"('CAT', '2019 q3')",0.0
31013,CMI,2019 q3,2010,0.6330218825686338,Elizabeth Vermillion,0.5955666862554847,female,CFRA Equity Research,"('CMI', '2019 q3')",0.0
31014,DE,2019 q3,2010,0.6313889055932589,Elizabeth Vermillion,0.6046925181950391,female,CFRA Equity Research,"('DE', '2019 q3')",0.0
31015,DOV,2019 q3,2010,0.5819837988775076,Elizabeth Vermillion,0.8845064936832188,female,CFRA Equity Research,"('DOV', '2019 q3')",0.0
31016,EMR,2019 q3,2010,0.5215475337940705,Elizabeth Vermillion,0.7268200821408273,female,CFRA Equity Research,"('EMR', '2019 q3')",0.0
31017,ETN,2019 q3,2010,0.5189061600587945,Elizabeth Vermillion,0.7789786308707296,female,CFRA Equity Research,"('ETN', '2019 q3')",0.0
31018,FAST,2019 q3,2010,0.5819904043922175,Elizabeth Vermillion,0.4616552279606682,female,CFRA Equity Research,"('FAST', '2019 q3')",0.0
31019,FLS,2019 q3,2010,0.9811799932692664,Elizabeth Vermillion,0.9737761336863494,female,CFRA Equity Research,"('FLS', '2019 q3')",0.0
31020,GD,2019 q3,2010,0.5449351628674168,Elizabeth Vermillion,0.8614890814032427,female,CFRA Equity Research,"('GD', '2019 q3')",0.0
31021,GWW,2019 q3,2010,0.6571192578579308,Elizabeth Vermillion,0.7706604515874941,female,CFRA Equity Research,"('GWW', '2019 q3')",0.0
31022,ITW,2019 q3,2010,0.6473033936584204,Elizabeth Vermillion,0.684434394302992,female,CFRA Equity Research,"('ITW', '2019 q3')",0.0
31023,PCAR,2019 q3,2010,0.5608209357112218,Elizabeth Vermillion,0.7163950524339612,female,CFRA Equity Research,"('PCAR', '2019 q3')",0.0
31024,PH,2019 q3,2010,0.6997421791406402,Elizabeth Vermillion,0.7192843006292652,female,CFRA Equity Research,"('PH', '2019 q3')",0.0
31025,PNR,2019 q3,2010,0.6635242782743351,Elizabeth Vermillion,0.7788917829925156,female,CFRA Equity Research,"('PNR', '2019 q3')",0.0
31026,PWR,2019 q3,2010,0.8972682834917113,Elizabeth Vermillion,0.8972682834917113,female,CFRA Equity Research,"('PWR', '2019 q3')",0.0
31027,ROK,2019 q3,2010,0.5392912505553403,Elizabeth Vermillion,0.8003092854464515,female,CFRA Equity Research,"('ROK', '2019 q3')",0.0
31028,SNA,2019 q3,2010,0.7640740958458607,Elizabeth Vermillion,0.6638462094813141,female,CFRA Equity Research,"('SNA', '2019 q3')",0.0
31029,SWK,2019 q3,2010,0.6816949320215216,Elizabeth Vermillion,0.585873617714473,female,CFRA Equity Research,"('SWK', '2019 q3')",0.0
31030,TT,2019 q3,2010,0.5070579362100514,Elizabeth Vermillion,0.7309564248117106,female,CFRA Equity Research,"('TT', '2019 q3')",0.0
31031,URI,2019 q3,2010,0.7331472078042931,Elizabeth Vermillion,0.6974045153343058,female,CFRA Equity Research,"('URI', '2019 q3')",0.0
31032,AME,2019 q3,2010,0.5402159702178444,Joshua Aguilar,0.6687735663099535,male,"Morningstar, Inc.","('AME', '2019 q3')",0.01666666753590107
31033,BA,2019 q3,2010,0.5539763099654353,Joshua Aguilar,0.2796975209580021,male,"Morningstar, Inc.","('BA', '2019 q3')",0.0
31034,DOV,2019 q3,2010,0.5819837988775076,Joshua Aguilar,0.6179901880658256,male,"Morningstar, Inc.","('DOV', '2019 q3')",0.0063871280290186405
31035,EMR,2019 q3,2010,0.5215475337940705,Joshua Aguilar,0.6334959477522802,male,"Morningstar, Inc.","('EMR', '2019 q3')",0.03333333507180214
31036,ETN,2019 q3,2010,0.5189061600587945,Joshua Aguilar,0.6351392698267153,male,"Morningstar, Inc.","('ETN', '2019 q3')",0.0
31037,GE,2019 q3,2010,0.3843416781569789,Joshua Aguilar,0.426870042225049,male,"Morningstar, Inc.","('GE', '2019 q3')",0.0
31038,HON,2019 q3,2010,0.5827851247320289,Joshua Aguilar,0.4939688414959587,male,"Morningstar, Inc.","('HON', '2019 q3')",0.01666666753590107
31039,ITW,2019 q3,2010,0.6473033936584204,Joshua Aguilar,0.8556859318643445,male,"Morningstar, Inc.","('ITW', '2019 q3')",0.0
31040,MMM,2019 q3,2010,0.5706365952163569,Joshua Aguilar,0.644662667381897,male,"Morningstar, Inc.","('MMM', '2019 q3')",0.0
31041,PH,2019 q3,2010,0.6997421791406402,Joshua Aguilar,0.6486662604090045,male,"Morningstar, Inc.","('PH', '2019 q3')",0.011111111690600714
31042,ROK,2019 q3,2010,0.5392912505553403,Joshua Aguilar,0.6148809079162667,male,"Morningstar, Inc.","('ROK', '2019 q3')",0.03333333507180214
31043,ROP,2019 q3,2010,0.7971315023150558,Joshua Aguilar,0.863874268071051,male,"Morningstar, Inc.","('ROP', '2019 q3')",0.022222223381201427
31044,RTX,2019 q3,2010,0.6817567172290335,Joshua Aguilar,0.5880566004460943,male,"Morningstar, Inc.","('RTX', '2019 q3')",0.0
31045,AME,2019 q3,2010,0.5402159702178444,Mr. Joseph C. Giordano,0.5729001644456313,male,Cowen and Company,"('AME', '2019 q3')",0.0
31046,GD,2019 q3,2010,0.5449351628674168,Mr. Joseph C. Giordano,0.2795404007755541,male,Cowen and Company,"('GD', '2019 q3')",0.0
31047,PH,2019 q3,2010,0.6997421791406402,Mr. Joseph C. Giordano,0.5475743125851417,male,Cowen and Company,"('PH', '2019 q3')",0.0
31048,AME,2019 q3,2010,0.5402159702178444,"Allison A. Poliniak-Cusic, CFA",0.2521578197516379,female,"Wells Fargo Securities, LLC","('AME', '2019 q3')",0.0
31049,FAST,2019 q3,2010,0.5819904043922175,"Allison A. Poliniak-Cusic, CFA",0.3770781347475981,female,"Wells Fargo Securities, LLC","('FAST', '2019 q3')",0.0
31050,IEX,2019 q3,2010,0.4846154605139678,"Allison A. Poliniak-Cusic, CFA",0.314685287470293,female,"Wells Fargo Securities, LLC","('IEX', '2019 q3')",0.0
31051,ROP,2019 q3,2010,0.7971315023150558,"Allison A. Poliniak-Cusic, CFA",0.677628189518665,female,"Wells Fargo Securities, LLC","('ROP', '2019 q3')",0.03333333507180214
31052,WAB,2019 q3,2010,0.5804324871553131,"Allison A. Poliniak-Cusic, CFA",0.656391305497052,female,"Wells Fargo Securities, LLC","('WAB', '2019 q3')",0.03333333507180214
31053,AME,2019 q3,2010,0.5402159702178444,"Mr. Deane Dray, CFA",0.1396425258397375,male,RBC Capital Markets,"('AME', '2019 q3')",0.01666666753590107
31054,DOV,2019 q3,2010,0.5819837988775076,"Mr. Deane Dray, CFA",0.3199692310853552,male,RBC Capital Markets,"('DOV', '2019 q3')",0.0
31055,EMR,2019 q3,2010,0.5215475337940705,"Mr. Deane Dray, CFA",0.3131716617302466,male,RBC Capital Markets,"('EMR', '2019 q3')",0.008333333767950535
31056,ETN,2019 q3,2010,0.5189061600587945,"Mr. Deane Dray, CFA",0.2555799972178446,male,RBC Capital Markets,"('ETN', '2019 q3')",0.0
31057,GD,2019 q3,2010,0.5449351628674168,"Mr. Deane Dray, CFA",0.142753505048286,male,RBC Capital Markets,"('GD', '2019 q3')",0.0
31058,GE,2019 q3,2010,0.3843416781569789,"Mr. Deane Dray, CFA",0.0972332342038821,male,RBC Capital Markets,"('GE', '2019 q3')",0.0
31059,GWW,2019 q3,2010,0.6571192578579308,"Mr. Deane Dray, CFA",0.370112823490837,male,RBC Capital Markets,"('GWW', '2019 q3')",0.0
31060,HON,2019 q3,2010,0.5827851247320289,"Mr. Deane Dray, CFA",0.1821522212637785,male,RBC Capital Markets,"('HON', '2019 q3')",0.0
31061,IEX,2019 q3,2010,0.4846154605139678,"Mr. Deane Dray, CFA",0.204485562277982,male,RBC Capital Markets,"('IEX', '2019 q3')",0.0
31062,JCI,2019 q3,2010,0.5953707813325969,"Mr. Deane Dray, CFA",0.1847495390261487,male,RBC Capital Markets,"('JCI', '2019 q3')",0.017395829781889915
31063,MMM,2019 q3,2010,0.5706365952163569,"Mr. Deane Dray, CFA",0.2665969550603486,male,RBC Capital Markets,"('MMM', '2019 q3')",0.011111111690600714
31064,PNR,2019 q3,2010,0.6635242782743351,"Mr. Deane Dray, CFA",0.4063615712321565,male,RBC Capital Markets,"('PNR', '2019 q3')",0.01666666753590107
31065,ROP,2019 q3,2010,0.7971315023150558,"Mr. Deane Dray, CFA",0.6215714236090736,male,RBC Capital Markets,"('ROP', '2019 q3')",0.005491182208061218
31066,RTX,2019 q3,2010,0.6817567172290335,"Mr. Deane Dray, CFA",0.7037549176163979,male,RBC Capital Markets,"('RTX', '2019 q3')",0.011111111690600714
31067,TT,2019 q3,2010,0.5070579362100514,"Mr. Deane Dray, CFA",0.1988576118062859,male,RBC Capital Markets,"('TT', '2019 q3')",0.0
31068,AME,2019 q3,2010,0.5402159702178444,Mr. Nigel E. Coe,0.2609993673509744,male,Wolfe Research,"('AME', '2019 q3')",0.0
31069,DOV,2019 q3,2010,0.5819837988775076,Mr. Nigel E. Coe,0.320389983495597,male,Wolfe Research,"('DOV', '2019 q3')",0.0
31070,EMR,2019 q3,2010,0.5215475337940705,Mr. Nigel E. Coe,0.1124555054244508,male,Wolfe Research,"('EMR', '2019 q3')",0.0
31071,GD,2019 q3,2010,0.5449351628674168,Mr. Nigel E. Coe,0.2896393349541218,male,Wolfe Research,"('GD', '2019 q3')",0.0
31072,GE,2019 q3,2010,0.3843416781569789,Mr. Nigel E. Coe,0.2372928255777698,male,Wolfe Research,"('GE', '2019 q3')",0.00602161418646574
31073,HON,2019 q3,2010,0.5827851247320289,Mr. Nigel E. Coe,0.2967706464470436,male,Wolfe Research,"('HON', '2019 q3')",0.0
31074,ITW,2019 q3,2010,0.6473033936584204,Mr. Nigel E. Coe,0.4345493666778055,male,Wolfe Research,"('ITW', '2019 q3')",0.0
31075,JCI,2019 q3,2010,0.5953707813325969,Mr. Nigel E. Coe,0.2754938262987618,male,Wolfe Research,"('JCI', '2019 q3')",0.0
31076,MMM,2019 q3,2010,0.5706365952163569,Mr. Nigel E. Coe,0.5223698646551156,male,Wolfe Research,"('MMM', '2019 q3')",0.0
31077,RTX,2019 q3,2010,0.6817567172290335,Mr. Nigel E. Coe,0.471112193049268,male,Wolfe Research,"('RTX', '2019 q3')",0.0
31078,SWK,2019 q3,2010,0.6816949320215216,Mr. Nigel E. Coe,0.3475388532029029,male,Wolfe Research,"('SWK', '2019 q3')",0.0
31079,AME,2019 q3,2010,0.5402159702178444,Mr. Andrew E. E. Buscaglia,0.2313116149004441,male,Berenberg,"('AME', '2019 q3')",0.0
31080,GD,2019 q3,2010,0.5449351628674168,Mr. Andrew E. E. Buscaglia,0.2534162070203918,male,Berenberg,"('GD', '2019 q3')",0.01666666753590107
31081,IEX,2019 q3,2010,0.4846154605139678,Mr. Andrew E. E. Buscaglia,0.2821780197595568,male,Berenberg,"('IEX', '2019 q3')",0.0
31082,BA,2019 q3,2010,0.5539763099654353,Sheila Kahyaoglu,0.1656916541482491,female,Jefferies,"('BA', '2019 q3')",0.0
31083,HON,2019 q3,2010,0.5827851247320289,Sheila Kahyaoglu,0.1841470710361329,female,Jefferies,"('HON', '2019 q3')",0.0
31084,LMT,2019 q3,2010,0.5368694192472653,Sheila Kahyaoglu,0.6099962757707996,female,Jefferies,"('LMT', '2019 q3')",0.0
31085,NOC,2019 q3,2010,0.6412976738641551,Sheila Kahyaoglu,0.2317435578379534,female,Jefferies,"('NOC', '2019 q3')",0.0
31086,RTX,2019 q3,2010,0.6817567172290335,Sheila Kahyaoglu,0.3186060068920099,female,Jefferies,"('RTX', '2019 q3')",0.0
31087,TDG,2019 q3,2010,0.5514427995041185,Sheila Kahyaoglu,0.3218053779024973,female,Jefferies,"('TDG', '2019 q3')",0.0
31088,TXT,2019 q3,2010,0.7073575930087227,Sheila Kahyaoglu,0.3935155785454006,female,Jefferies,"('TXT', '2019 q3')",0.0
31089,BA,2019 q3,2010,0.5539763099654353,Danny Goode,0.359354559465492,male,"Morningstar, Inc.","('BA', '2019 q3')",0.004030315826336543
31090,LMT,2019 q3,2010,0.5368694192472653,Danny Goode,0.3674714107947682,male,"Morningstar, Inc.","('LMT', '2019 q3')",0.0
31091,NOC,2019 q3,2010,0.6412976738641551,Danny Goode,0.4228233034796597,male,"Morningstar, Inc.","('NOC', '2019 q3')",0.0
31092,BA,2019 q3,2010,0.5539763099654353,Rajeev Lalwani,0.1287671662920341,male,Morgan Stanley,"('BA', '2019 q3')",0.015444772318005562
31093,LMT,2019 q3,2010,0.5368694192472653,Rajeev Lalwani,0.3478802593098908,male,Morgan Stanley,"('LMT', '2019 q3')",0.0
31094,TXT,2019 q3,2010,0.7073575930087227,Rajeev Lalwani,0.8591197150969028,male,Morgan Stanley,"('TXT', '2019 q3')",0.0
31095,BA,2019 q3,2010,0.5539763099654353,Mr. Richard T. Safran,0.1390614361077023,male,The Buckingham Research Group,"('BA', '2019 q3')",0.038904921151697636
31096,NOC,2019 q3,2010,0.6412976738641551,Mr. Richard T. Safran,0.8030748696078331,male,The Buckingham Research Group,"('NOC', '2019 q3')",0.0
31097,BA,2019 q3,2010,0.5539763099654353,Hunter K. Keay,0.2827056812089359,male,Wolfe Research,"('BA', '2019 q3')",0.007143687456846237
31098,LMT,2019 q3,2010,0.5368694192472653,Hunter K. Keay,0.3168562853286426,male,Wolfe Research,"('LMT', '2019 q3')",0.0
31099,TDG,2019 q3,2010,0.5514427995041185,Hunter K. Keay,0.2911276505828695,male,Wolfe Research,"('TDG', '2019 q3')",0.0
31100,BA,2019 q3,2010,0.5539763099654353,Mr. Robert M. Spingarn,0.1712618908765146,male,Credit Suisse,"('BA', '2019 q3')",0.027348187752068043
31101,HII,2019 q3,2010,0.5706681065648691,Mr. Robert M. Spingarn,0.4200360224814262,male,Credit Suisse,"('HII', '2019 q3')",0.0
31102,LHX,2019 q3,2010,0.6336219635183717,Mr. Robert M. Spingarn,0.4449173008406702,male,Credit Suisse,"('LHX', '2019 q3')",0.0
31103,NOC,2019 q3,2010,0.6412976738641551,Mr. Robert M. Spingarn,0.2082541092199258,male,Credit Suisse,"('NOC', '2019 q3')",0.0
31104,TXT,2019 q3,2010,0.7073575930087227,Mr. Robert M. Spingarn,0.6426152409388565,male,Credit Suisse,"('TXT', '2019 q3')",0.0
31105,BA,2019 q3,2010,0.5539763099654353,Mr. James A. Corridore,0.3992552794887946,male,CFRA Equity Research,"('BA', '2019 q3')",0.0
31106,GE,2019 q3,2010,0.3843416781569789,Mr. James A. Corridore,0.4635013278466264,male,CFRA Equity Research,"('GE', '2019 q3')",0.0
31107,HII,2019 q3,2010,0.5706681065648691,Mr. James A. Corridore,0.573505708916805,male,CFRA Equity Research,"('HII', '2019 q3')",0.0
31108,HON,2019 q3,2010,0.5827851247320289,Mr. James A. Corridore,0.6226864438814153,male,CFRA Equity Research,"('HON', '2019 q3')",0.0
31109,LHX,2019 q3,2010,0.6336219635183717,Mr. James A. Corridore,0.5569565789877642,male,CFRA Equity Research,"('LHX', '2019 q3')",0.0
31110,LMT,2019 q3,2010,0.5368694192472653,Mr. James A. Corridore,0.372069790753973,male,CFRA Equity Research,"('LMT', '2019 q3')",0.0
31111,MMM,2019 q3,2010,0.5706365952163569,Mr. James A. Corridore,0.8172166416401849,male,CFRA Equity Research,"('MMM', '2019 q3')",0.0
31112,NOC,2019 q3,2010,0.6412976738641551,Mr. James A. Corridore,0.6012788208095795,male,CFRA Equity Research,"('NOC', '2019 q3')",0.0
31113,ROP,2019 q3,2010,0.7971315023150558,Mr. James A. Corridore,0.8495100736311036,male,CFRA Equity Research,"('ROP', '2019 q3')",0.0
31114,RTX,2019 q3,2010,0.6817567172290335,Mr. James A. Corridore,0.619908105669986,male,CFRA Equity Research,"('RTX', '2019 q3')",0.0
31115,TDG,2019 q3,2010,0.5514427995041185,Mr. James A. Corridore,0.7904283613087876,male,CFRA Equity Research,"('TDG', '2019 q3')",0.0
31116,TXT,2019 q3,2010,0.7073575930087227,Mr. James A. Corridore,0.6259504580124877,male,CFRA Equity Research,"('TXT', '2019 q3')",0.0
31117,BA,2019 q3,2010,0.5539763099654353,Mr. Ken G. Herbert,0.1782958847281895,male,Canaccord Genuity,"('BA', '2019 q3')",0.0
31118,TDG,2019 q3,2010,0.5514427995041185,Mr. Ken G. Herbert,0.2349050584783182,male,Canaccord Genuity,"('TDG', '2019 q3')",0.03742561489343643
31119,BA,2019 q3,2010,0.5539763099654353,"Mr. Charles P. Minervino, CFA",0.7994153508348798,male,Susquehanna Financial Group LLLP,"('BA', '2019 q3')",0.0
31120,LMT,2019 q3,2010,0.5368694192472653,"Mr. Charles P. Minervino, CFA",0.6114665063156568,male,Susquehanna Financial Group LLLP,"('LMT', '2019 q3')",0.0
31121,NOC,2019 q3,2010,0.6412976738641551,"Mr. Charles P. Minervino, CFA",0.8857399232244465,male,Susquehanna Financial Group LLLP,"('NOC', '2019 q3')",0.0
31122,TXT,2019 q3,2010,0.7073575930087227,"Mr. Charles P. Minervino, CFA",0.6758533521305551,male,Susquehanna Financial Group LLLP,"('TXT', '2019 q3')",0.0
31123,BA,2019 q3,2010,0.5539763099654353,Mr. Naman Jain,0.2399212413196646,male,Crispidea,"('BA', '2019 q3')",0.0
31124,CAT,2019 q3,2010,0.7273146898076144,Mr. Naman Jain,0.4564948090131835,male,Crispidea,"('CAT', '2019 q3')",0.0
31125,CMI,2019 q3,2010,0.6330218825686338,Mr. Naman Jain,0.546977654316387,male,Crispidea,"('CMI', '2019 q3')",0.0
31126,DE,2019 q3,2010,0.6313889055932589,Mr. Naman Jain,0.6604697135602438,male,Crispidea,"('DE', '2019 q3')",0.0
31127,HON,2019 q3,2010,0.5827851247320289,Mr. Naman Jain,0.6346865436477324,male,Crispidea,"('HON', '2019 q3')",0.0
31128,LMT,2019 q3,2010,0.5368694192472653,Mr. Naman Jain,0.2841368349879895,male,Crispidea,"('LMT', '2019 q3')",0.0
31129,PCAR,2019 q3,2010,0.5608209357112218,Mr. Naman Jain,0.6253885912919162,male,Crispidea,"('PCAR', '2019 q3')",0.0
31130,RTX,2019 q3,2010,0.6817567172290335,Mr. Naman Jain,0.4884285649507105,male,Crispidea,"('RTX', '2019 q3')",0.0
31131,TXT,2019 q3,2010,0.7073575930087227,Mr. Naman Jain,0.6361552007476698,male,Crispidea,"('TXT', '2019 q3')",0.01666666753590107
31132,BA,2019 q3,2010,0.5539763099654353,SADIF Research,0.9687473294762003,Not a person,Sadif Analytics Prime,"('BA', '2019 q3')",0.9622127413749695
31133,CAT,2019 q3,2010,0.7273146898076144,SADIF Research,0.976388268477864,Not a person,Sadif Analytics Prime,"('CAT', '2019 q3')",0.978849470615387
31134,CMI,2019 q3,2010,0.6330218825686338,SADIF Research,0.98362037521033,Not a person,Sadif Analytics Prime,"('CMI', '2019 q3')",0.9715129137039185
31135,FLS,2019 q3,2010,0.9811799932692664,SADIF Research,0.9937687028431588,Not a person,Sadif Analytics Prime,"('FLS', '2019 q3')",0.9410743117332458
31136,HWM,2019 q3,2010,0.8665227062581857,SADIF Research,0.989092782496229,Not a person,Sadif Analytics Prime,"('HWM', '2019 q3')",0.9465404152870178
31137,JCI,2019 q3,2010,0.5953707813325969,SADIF Research,0.989176900758938,Not a person,Sadif Analytics Prime,"('JCI', '2019 q3')",0.9694069027900696
31138,PH,2019 q3,2010,0.6997421791406402,SADIF Research,0.994692001035254,Not a person,Sadif Analytics Prime,"('PH', '2019 q3')",0.9795116782188416
31139,SNA,2019 q3,2010,0.7640740958458607,SADIF Research,0.9754231757098252,Not a person,Sadif Analytics Prime,"('SNA', '2019 q3')",0.9783849120140076
31140,SWK,2019 q3,2010,0.6816949320215216,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('SWK', '2019 q3')",0.9797910451889038
31141,URI,2019 q3,2010,0.7331472078042931,SADIF Research,0.9496573829303026,Not a person,Sadif Analytics Prime,"('URI', '2019 q3')",0.9353925585746765
31142,WAB,2019 q3,2010,0.5804324871553131,SADIF Research,0.9219944416454114,Not a person,Sadif Analytics Prime,"('WAB', '2019 q3')",0.8969951272010803
31143,BA,2019 q3,2010,0.5539763099654353,Mr. Jeremy D. Bragg,0.8688745040737257,male,Redburn (Europe) Limited,"('BA', '2019 q3')",0.14168521761894226
31144,BA,2019 q3,2010,0.5539763099654353,Mita Mehta,0.6402586697676628,female,Crispidea,"('BA', '2019 q3')",0.09404992684721947
31145,CAT,2019 q3,2010,0.7273146898076144,Mita Mehta,0.685943684919988,female,Crispidea,"('CAT', '2019 q3')",0.07394411042332649
31146,LMT,2019 q3,2010,0.5368694192472653,Mita Mehta,0.6616743312412908,female,Crispidea,"('LMT', '2019 q3')",0.12208560109138489
31147,NOC,2019 q3,2010,0.6412976738641551,Mita Mehta,0.8419077898999244,female,Crispidea,"('NOC', '2019 q3')",0.0850297175347805
31148,RTX,2019 q3,2010,0.6817567172290335,Mita Mehta,0.7626004105757229,female,Crispidea,"('RTX', '2019 q3')",0.07233548536896706
31149,BA,2019 q3,2010,0.5539763099654353,Mr. Andrew P. Gollan,0.2812454553757858,male,Berenberg,"('BA', '2019 q3')",0.0
31150,LMT,2019 q3,2010,0.5368694192472653,Mr. Andrew P. Gollan,0.2760534437882102,male,Berenberg,"('LMT', '2019 q3')",0.0
31151,BA,2019 q3,2010,0.5539763099654353,Ronald J. J. Epstein,0.1356576845309119,male,BofA Global Research,"('BA', '2019 q3')",0.0
31152,HII,2019 q3,2010,0.5706681065648691,Ronald J. J. Epstein,0.494648037521131,male,BofA Global Research,"('HII', '2019 q3')",0.02003261260688305
31153,LMT,2019 q3,2010,0.5368694192472653,Ronald J. J. Epstein,0.2219069521491388,male,BofA Global Research,"('LMT', '2019 q3')",0.0
31154,NOC,2019 q3,2010,0.6412976738641551,Ronald J. J. Epstein,0.2509083342762099,male,BofA Global Research,"('NOC', '2019 q3')",0.017993666231632233
31155,RTX,2019 q3,2010,0.6817567172290335,Ronald J. J. Epstein,0.2940972743570256,male,BofA Global Research,"('RTX', '2019 q3')",0.0
31156,TDG,2019 q3,2010,0.5514427995041185,Ronald J. J. Epstein,0.4569691840935546,male,BofA Global Research,"('TDG', '2019 q3')",0.0
31157,TXT,2019 q3,2010,0.7073575930087227,Ronald J. J. Epstein,0.4131500292120349,male,BofA Global Research,"('TXT', '2019 q3')",0.0
31158,CAT,2019 q3,2010,0.7273146898076144,Courtney Yakavonis,0.556415964647164,female,Morgan Stanley,"('CAT', '2019 q3')",0.0
31159,CMI,2019 q3,2010,0.6330218825686338,Courtney Yakavonis,0.3815288589529496,female,Morgan Stanley,"('CMI', '2019 q3')",0.0
31160,DE,2019 q3,2010,0.6313889055932589,Courtney Yakavonis,0.4005767947111361,female,Morgan Stanley,"('DE', '2019 q3')",0.0
31161,URI,2019 q3,2010,0.7331472078042931,Courtney Yakavonis,0.4661446274099137,female,Morgan Stanley,"('URI', '2019 q3')",0.0
31162,WAB,2019 q3,2010,0.5804324871553131,Courtney Yakavonis,0.4003686903291558,female,Morgan Stanley,"('WAB', '2019 q3')",0.0
31163,CAT,2019 q3,2010,0.7273146898076144,Mr. Luis J. Amadeo,0.4411678306104867,male,"Oppenheimer & Co., Inc.","('CAT', '2019 q3')",0.0
31164,CMI,2019 q3,2010,0.6330218825686338,Mr. Luis J. Amadeo,0.3718513335410808,male,"Oppenheimer & Co., Inc.","('CMI', '2019 q3')",0.0
31165,JCI,2019 q3,2010,0.5953707813325969,Mr. Luis J. Amadeo,0.4599656405768263,male,"Oppenheimer & Co., Inc.","('JCI', '2019 q3')",0.0
31166,ROK,2019 q3,2010,0.5392912505553403,Mr. Luis J. Amadeo,0.159134637783743,male,"Oppenheimer & Co., Inc.","('ROK', '2019 q3')",0.0
31167,CAT,2019 q3,2010,0.7273146898076144,Ms. Jamie Cook,0.4779086414798574,female,Credit Suisse,"('CAT', '2019 q3')",0.0
31168,CMI,2019 q3,2010,0.6330218825686338,Ms. Jamie Cook,0.2479184557024439,female,Credit Suisse,"('CMI', '2019 q3')",0.0
31169,DE,2019 q3,2010,0.6313889055932589,Ms. Jamie Cook,0.3688220483560194,female,Credit Suisse,"('DE', '2019 q3')",0.0
31170,ITW,2019 q3,2010,0.6473033936584204,Ms. Jamie Cook,0.4247744120870778,female,Credit Suisse,"('ITW', '2019 q3')",0.0
31171,PCAR,2019 q3,2010,0.5608209357112218,Ms. Jamie Cook,0.2259029560240923,female,Credit Suisse,"('PCAR', '2019 q3')",0.0
31172,PWR,2019 q3,2010,0.8972682834917113,Ms. Jamie Cook,0.8972682834917113,female,Credit Suisse,"('PWR', '2019 q3')",0.0
31173,CAT,2019 q3,2010,0.7273146898076144,Research Department,0.5481262718001816,Not a person,Trefis,"('CAT', '2019 q3')",0.023145394399762154
31174,GE,2019 q3,2010,0.3843416781569789,Research Department,0.2462450731356012,Not a person,Trefis,"('GE', '2019 q3')",0.0
31175,TXT,2019 q3,2010,0.7073575930087227,Research Department,0.4744042612728111,Not a person,Trefis,"('TXT', '2019 q3')",0.0
31176,CAT,2019 q3,2010,0.7273146898076144,Chad Dillard,0.9000109804286424,male,Deutsche Bank,"('CAT', '2019 q3')",0.0
31177,DE,2019 q3,2010,0.6313889055932589,Chad Dillard,0.7424958598972557,male,Deutsche Bank,"('DE', '2019 q3')",0.0
31178,URI,2019 q3,2010,0.7331472078042931,Chad Dillard,0.8978298270089418,male,Deutsche Bank,"('URI', '2019 q3')",0.0
31179,CAT,2019 q3,2010,0.7273146898076144,Andrew M. Casey,0.287261112863252,male,"Wells Fargo Securities, LLC","('CAT', '2019 q3')",0.02607513079419732
31180,CMI,2019 q3,2010,0.6330218825686338,Andrew M. Casey,0.2345918003211352,male,"Wells Fargo Securities, LLC","('CMI', '2019 q3')",0.0
31181,DE,2019 q3,2010,0.6313889055932589,Andrew M. Casey,0.2408517303008862,male,"Wells Fargo Securities, LLC","('DE', '2019 q3')",0.0
31182,ETN,2019 q3,2010,0.5189061600587945,Andrew M. Casey,0.1749902782630174,male,"Wells Fargo Securities, LLC","('ETN', '2019 q3')",0.008179353550076485
31183,ITW,2019 q3,2010,0.6473033936584204,Andrew M. Casey,0.3827153634760264,male,"Wells Fargo Securities, LLC","('ITW', '2019 q3')",0.019000636413693428
31184,PCAR,2019 q3,2010,0.5608209357112218,Andrew M. Casey,0.2482327054804362,male,"Wells Fargo Securities, LLC","('PCAR', '2019 q3')",0.0
31185,PH,2019 q3,2010,0.6997421791406402,Andrew M. Casey,0.3353418162245036,male,"Wells Fargo Securities, LLC","('PH', '2019 q3')",0.006352207312981288
31186,CAT,2019 q3,2010,0.7273146898076144,Mr. Seth Weber,0.2771018781137382,male,RBC Capital Markets,"('CAT', '2019 q3')",0.0
31187,CMI,2019 q3,2010,0.6330218825686338,Mr. Seth Weber,0.2274025114471807,male,RBC Capital Markets,"('CMI', '2019 q3')",0.0
31188,DE,2019 q3,2010,0.6313889055932589,Mr. Seth Weber,0.2751802388090549,male,RBC Capital Markets,"('DE', '2019 q3')",0.0
31189,PCAR,2019 q3,2010,0.5608209357112218,Mr. Seth Weber,0.2417825972438501,male,RBC Capital Markets,"('PCAR', '2019 q3')",0.0
31190,URI,2019 q3,2010,0.7331472078042931,Mr. Seth Weber,0.3546119272561895,male,RBC Capital Markets,"('URI', '2019 q3')",0.0
31191,CAT,2019 q3,2010,0.7273146898076144,Mr. Ross P. Gilardi,0.3893295809364054,male,BofA Global Research,"('CAT', '2019 q3')",0.0
31192,CMI,2019 q3,2010,0.6330218825686338,Mr. Ross P. Gilardi,0.6439657052654029,male,BofA Global Research,"('CMI', '2019 q3')",0.03333333507180214
31193,DE,2019 q3,2010,0.6313889055932589,Mr. Ross P. Gilardi,0.5250719480323205,male,BofA Global Research,"('DE', '2019 q3')",0.03333333507180214
31194,ITW,2019 q3,2010,0.6473033936584204,Mr. Ross P. Gilardi,0.4574275318128666,male,BofA Global Research,"('ITW', '2019 q3')",0.006856563035398722
31195,PCAR,2019 q3,2010,0.5608209357112218,Mr. Ross P. Gilardi,0.5402713688502535,male,BofA Global Research,"('PCAR', '2019 q3')",0.0
31196,SWK,2019 q3,2010,0.6816949320215216,Mr. Ross P. Gilardi,0.4335064558744459,male,BofA Global Research,"('SWK', '2019 q3')",0.0
31197,URI,2019 q3,2010,0.7331472078042931,Mr. Ross P. Gilardi,0.4434010625150507,male,BofA Global Research,"('URI', '2019 q3')",0.0
31198,CAT,2019 q3,2010,0.7273146898076144,Mr. Scott L. Pope,0.7731810892895387,male,"Morningstar, Inc.","('CAT', '2019 q3')",0.0
31199,CMI,2019 q3,2010,0.6330218825686338,Mr. Scott L. Pope,0.5150593618816254,male,"Morningstar, Inc.","('CMI', '2019 q3')",0.0
31200,DE,2019 q3,2010,0.6313889055932589,Mr. Scott L. Pope,0.5250719480323205,male,"Morningstar, Inc.","('DE', '2019 q3')",0.03333333507180214
31201,PCAR,2019 q3,2010,0.5608209357112218,Mr. Scott L. Pope,0.5953449971933472,male,"Morningstar, Inc.","('PCAR', '2019 q3')",0.0
31202,CMI,2019 q3,2010,0.6330218825686338,"Saree Boroditsky, CFA",0.338254489744177,female,Jefferies,"('CMI', '2019 q3')",0.0
31203,DE,2019 q3,2010,0.6313889055932589,"Saree Boroditsky, CFA",0.29586332442985,female,Jefferies,"('DE', '2019 q3')",0.0
31204,FAST,2019 q3,2010,0.5819904043922175,"Saree Boroditsky, CFA",0.293130858010395,female,Jefferies,"('FAST', '2019 q3')",0.0
31205,ITW,2019 q3,2010,0.6473033936584204,"Saree Boroditsky, CFA",0.4139810093244183,female,Jefferies,"('ITW', '2019 q3')",0.020300139983495075
31206,PCAR,2019 q3,2010,0.5608209357112218,"Saree Boroditsky, CFA",0.4613616632787402,female,Jefferies,"('PCAR', '2019 q3')",0.0
31207,PH,2019 q3,2010,0.6997421791406402,"Saree Boroditsky, CFA",0.6131201752286571,female,Jefferies,"('PH', '2019 q3')",0.0
31208,TT,2019 q3,2010,0.5070579362100514,"Saree Boroditsky, CFA",0.3660313011181004,female,Jefferies,"('TT', '2019 q3')",0.0
31209,WAB,2019 q3,2010,0.5804324871553131,"Saree Boroditsky, CFA",0.6411147855807592,female,Jefferies,"('WAB', '2019 q3')",0.011534173972904682
31210,CMI,2019 q3,2010,0.6330218825686338,Mr. Keith Schoonmaker,0.5761760061568079,male,"Morningstar, Inc.","('CMI', '2019 q3')",0.0
31211,LMT,2019 q3,2010,0.5368694192472653,Mr. Keith Schoonmaker,0.3309088240889609,male,"Morningstar, Inc.","('LMT', '2019 q3')",0.0
31212,NOC,2019 q3,2010,0.6412976738641551,Mr. Keith Schoonmaker,0.4062905532050959,male,"Morningstar, Inc.","('NOC', '2019 q3')",0.0
31213,DE,2019 q3,2010,0.6313889055932589,Mr. Adam Seiden,0.7707633155796085,male,Barclays,"('DE', '2019 q3')",0.0
31214,DE,2019 q3,2010,0.6313889055932589,"Lawrence T. De Maria, CFA",0.2459357790376599,male,William Blair & Company,"('DE', '2019 q3')",0.0
31215,DOV,2019 q3,2010,0.5819837988775076,"Lawrence T. De Maria, CFA",0.3629692533421472,male,William Blair & Company,"('DOV', '2019 q3')",0.0
31216,DOV,2019 q3,2010,0.5819837988775076,Ms. Nicole DeBlase,0.4130477444731057,female,Deutsche Bank,"('DOV', '2019 q3')",0.0
31217,EMR,2019 q3,2010,0.5215475337940705,Ms. Nicole DeBlase,0.3727286324290907,female,Deutsche Bank,"('EMR', '2019 q3')",0.0
31218,ETN,2019 q3,2010,0.5189061600587945,Ms. Nicole DeBlase,0.2839006047368145,female,Deutsche Bank,"('ETN', '2019 q3')",0.0
31219,GE,2019 q3,2010,0.3843416781569789,Ms. Nicole DeBlase,0.1106437720628318,female,Deutsche Bank,"('GE', '2019 q3')",0.0
31220,IR,2019 q3,2010,0.4638247773468048,Ms. Nicole DeBlase,0.3878050809121146,female,Deutsche Bank,"('IR', '2019 q3')",0.0
31221,PH,2019 q3,2010,0.6997421791406402,Ms. Nicole DeBlase,0.4496960007973858,female,Deutsche Bank,"('PH', '2019 q3')",0.0
31222,ROK,2019 q3,2010,0.5392912505553403,Ms. Nicole DeBlase,0.3749270999534813,female,Deutsche Bank,"('ROK', '2019 q3')",0.0
31223,SWK,2019 q3,2010,0.6816949320215216,Ms. Nicole DeBlase,0.3869536586789932,female,Deutsche Bank,"('SWK', '2019 q3')",0.0
31224,EMR,2019 q3,2010,0.5215475337940705,"Mr. John F. Walsh, Jr",0.2740457169061853,male,Credit Suisse,"('EMR', '2019 q3')",0.0
31225,ETN,2019 q3,2010,0.5189061600587945,"Mr. John F. Walsh, Jr",0.6767810341943207,male,Credit Suisse,"('ETN', '2019 q3')",0.03333333507180214
31226,GD,2019 q3,2010,0.5449351628674168,"Mr. John F. Walsh, Jr",0.3329155782214232,male,Credit Suisse,"('GD', '2019 q3')",0.0
31227,MMM,2019 q3,2010,0.5706365952163569,"Mr. John F. Walsh, Jr",0.3232550576913167,male,Credit Suisse,"('MMM', '2019 q3')",0.0
31228,ROK,2019 q3,2010,0.5392912505553403,"Mr. John F. Walsh, Jr",0.232610608294427,male,Credit Suisse,"('ROK', '2019 q3')",0.0
31229,EMR,2019 q3,2010,0.5215475337940705,Mr. Gautam J. Khanna,0.6451609550753513,male,Cowen and Company,"('EMR', '2019 q3')",0.0
31230,GE,2019 q3,2010,0.3843416781569789,Mr. Gautam J. Khanna,0.7382594417395367,male,Cowen and Company,"('GE', '2019 q3')",0.0
31231,HII,2019 q3,2010,0.5706681065648691,Mr. Gautam J. Khanna,0.5903540490106592,male,Cowen and Company,"('HII', '2019 q3')",0.006847015116363764
31232,HWM,2019 q3,2010,0.8665227062581857,Mr. Gautam J. Khanna,0.7695986968156278,male,Cowen and Company,"('HWM', '2019 q3')",0.0
31233,TDG,2019 q3,2010,0.5514427995041185,Mr. Gautam J. Khanna,0.7008727921230407,male,Cowen and Company,"('TDG', '2019 q3')",0.0
31234,EMR,2019 q3,2010,0.5215475337940705,Shri Puneet Garg,0.1953605091858505,male,HSBC,"('EMR', '2019 q3')",0.0
31235,ETN,2019 q3,2010,0.5189061600587945,Shri Puneet Garg,0.2144176487927184,male,HSBC,"('ETN', '2019 q3')",0.0
31236,JCI,2019 q3,2010,0.5953707813325969,Shri Puneet Garg,0.1894302746161515,male,HSBC,"('JCI', '2019 q3')",0.0
31237,ROK,2019 q3,2010,0.5392912505553403,Shri Puneet Garg,0.3419469957421764,male,HSBC,"('ROK', '2019 q3')",0.010657246224582195
31238,FAST,2019 q3,2010,0.5819904043922175,"Ryan J. Merkel, CFA",0.3542878677278772,male,William Blair & Company,"('FAST', '2019 q3')",0.0
31239,GWW,2019 q3,2010,0.6571192578579308,"Ryan J. Merkel, CFA",0.4700673112680681,male,William Blair & Company,"('GWW', '2019 q3')",0.0
31240,FAST,2019 q3,2010,0.5819904043922175,Mr. Thomas Hayes,0.4063827781313365,male,Northcoast Research,"('FAST', '2019 q3')",0.07894865795969963
31241,SNA,2019 q3,2010,0.7640740958458607,Mr. Thomas Hayes,0.5508181111423122,male,Northcoast Research,"('SNA', '2019 q3')",0.0
31242,SWK,2019 q3,2010,0.6816949320215216,Mr. Thomas Hayes,0.6037620440265404,male,Northcoast Research,"('SWK', '2019 q3')",0.0
31243,FBHS,2019 q3,2010,0.4833389354628339,Mr. Stephen S. Kim,0.2548375119480535,male,EVERCORE ISI,"('FBHS', '2019 q3')",0.0
31244,MAS,2019 q3,2010,0.4544822114741635,Mr. Stephen S. Kim,0.2578151518555335,male,EVERCORE ISI,"('MAS', '2019 q3')",0.0
31245,FBHS,2019 q3,2010,0.4833389354628339,"John Lovallo, II",0.5500651077065796,male,BofA Global Research,"('FBHS', '2019 q3')",0.020175239071249962
31246,FBHS,2019 q3,2010,0.4833389354628339,Michael Dahl,0.2354671793251645,male,RBC Capital Markets,"('FBHS', '2019 q3')",0.0
31247,MAS,2019 q3,2010,0.4544822114741635,Michael Dahl,0.2235847598297259,male,RBC Capital Markets,"('MAS', '2019 q3')",0.0
31248,FBHS,2019 q3,2010,0.4833389354628339,Mr. Alvaro Lacayo,0.2304701346290719,male,Gabelli & Company,"('FBHS', '2019 q3')",0.018306948244571686
31249,FBHS,2019 q3,2010,0.4833389354628339,Keith B. Hughes,0.2081440249736278,male,SunTrust Robinson Humphrey Capital Markets,"('FBHS', '2019 q3')",0.0
31250,MAS,2019 q3,2010,0.4544822114741635,Keith B. Hughes,0.3366302033830322,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2019 q3')",0.01072394084185362
31251,FBHS,2019 q3,2010,0.4833389354628339,Matthew A. Bouley,0.248521983568422,male,Barclays,"('FBHS', '2019 q3')",0.0
31252,MAS,2019 q3,2010,0.4544822114741635,Matthew A. Bouley,0.3463552201079871,male,Barclays,"('MAS', '2019 q3')",0.0
31253,GD,2019 q3,2010,0.5449351628674168,Krzysztof Smalec,0.7502547665238323,male,"Morningstar, Inc.","('GD', '2019 q3')",0.0
31254,IEX,2019 q3,2010,0.4846154605139678,Krzysztof Smalec,0.7587774733722183,male,"Morningstar, Inc.","('IEX', '2019 q3')",0.003507851157337427
31255,PNR,2019 q3,2010,0.6635242782743351,Krzysztof Smalec,0.7255925404847093,male,"Morningstar, Inc.","('PNR', '2019 q3')",0.0
31256,GD,2019 q3,2010,0.5449351628674168,"Brian P. Drab, CFA",0.4437550288523234,male,William Blair & Company,"('GD', '2019 q3')",0.0
31257,PNR,2019 q3,2010,0.6635242782743351,"Brian P. Drab, CFA",0.4912797004999519,male,William Blair & Company,"('PNR', '2019 q3')",0.0
31258,GE,2019 q3,2010,0.3843416781569789,Mr. Nicholas P. Heymann,0.1200280372173352,male,William Blair & Company,"('GE', '2019 q3')",0.0
31259,HON,2019 q3,2010,0.5827851247320289,Mr. Nicholas P. Heymann,0.2345642969085037,male,William Blair & Company,"('HON', '2019 q3')",0.0
31260,JCI,2019 q3,2010,0.5953707813325969,Mr. Nicholas P. Heymann,0.3427303598482624,male,William Blair & Company,"('JCI', '2019 q3')",0.0
31261,MMM,2019 q3,2010,0.5706365952163569,Mr. Nicholas P. Heymann,0.3083334754612531,male,William Blair & Company,"('MMM', '2019 q3')",0.0
31262,ROK,2019 q3,2010,0.5392912505553403,Mr. Nicholas P. Heymann,0.2821783977245636,male,William Blair & Company,"('ROK', '2019 q3')",0.0
31263,TT,2019 q3,2010,0.5070579362100514,Mr. Nicholas P. Heymann,0.3113820254512992,male,William Blair & Company,"('TT', '2019 q3')",0.0
31264,WAB,2019 q3,2010,0.5804324871553131,Mr. Nicholas P. Heymann,0.2447199494405314,male,William Blair & Company,"('WAB', '2019 q3')",0.0
31265,GE,2019 q3,2010,0.3843416781569789,Douglas Karson,0.1310247814586482,male,BofA Global Research,"('GE', '2019 q3')",0.0
31266,GE,2019 q3,2010,0.3843416781569789,"Mr. Justin L. Bergner, CFA",0.1332785206374729,male,Gabelli & Company,"('GE', '2019 q3')",0.0
31267,ROK,2019 q3,2010,0.5392912505553403,"Mr. Justin L. Bergner, CFA",0.2864078984503185,male,Gabelli & Company,"('ROK', '2019 q3')",0.0
31268,HON,2019 q3,2010,0.5827851247320289,"Brian K. Langenberg, CFA",0.8314901429770352,male,Langenberg & Co,"('HON', '2019 q3')",0.029390744864940643
31269,HWM,2019 q3,2010,0.8665227062581857,Mr. Andrew Lane,0.838522244663736,male,"Morningstar, Inc.","('HWM', '2019 q3')",0.0
31270,HWM,2019 q3,2010,0.8665227062581857,Mr. David Strauss,0.7264700826994427,male,Barclays,"('HWM', '2019 q3')",0.0
31271,LHX,2019 q3,2010,0.6336219635183717,Mr. David Strauss,0.6210346496979555,male,Barclays,"('LHX', '2019 q3')",0.013882934115827084
31272,IEX,2019 q3,2010,0.4846154605139678,Mr. Michael Gaugler,0.4919408421114506,male,Janney Montgomery Scott LLC,"('IEX', '2019 q3')",0.041243527084589005
31273,IR,2019 q3,2010,0.4638247773468048,Mr. Igor Levi,0.3583499022820947,male,BTIG,"('IR', '2019 q3')",0.0
31274,IR,2019 q3,2010,0.4638247773468048,Mr. William A. Herbert,0.4443007141199099,male,Piper Sandler Companies,"('IR', '2019 q3')",0.0
31275,ITW,2019 q3,2010,0.6473033936584204,Mr. David M. Raso,0.3111236979897768,male,EVERCORE ISI,"('ITW', '2019 q3')",0.0
31276,PCAR,2019 q3,2010,0.5608209357112218,Mr. David M. Raso,0.267819289829567,male,EVERCORE ISI,"('PCAR', '2019 q3')",0.01771196536719799
31277,LHX,2019 q3,2010,0.6336219635183717,Michael Ciarmoli,0.5695839688703012,male,SunTrust Robinson Humphrey Capital Markets,"('LHX', '2019 q3')",0.0
31278,TDG,2019 q3,2010,0.5514427995041185,Michael Ciarmoli,0.2462499890542703,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2019 q3')",0.0
31279,LHX,2019 q3,2010,0.6336219635183717,Mr. Keith Snyder,0.5707992744145803,male,CFRA Equity Research,"('LHX', '2019 q3')",0.0
31280,LMT,2019 q3,2010,0.5368694192472653,"Mr. Cai Von Rumohr, CFA",0.1500313183457561,male,Cowen and Company,"('LMT', '2019 q3')",0.0
31281,NOC,2019 q3,2010,0.6412976738641551,"Mr. Cai Von Rumohr, CFA",0.2708559870606004,male,Cowen and Company,"('NOC', '2019 q3')",0.0
31282,RTX,2019 q3,2010,0.6817567172290335,"Mr. Cai Von Rumohr, CFA",0.5237039379246119,male,Cowen and Company,"('RTX', '2019 q3')",0.03497716411948204
31283,LMT,2019 q3,2010,0.5368694192472653,Ms. Catherine A. Seifert,0.373356527223694,female,CFRA Equity Research,"('LMT', '2019 q3')",0.0
31284,MMM,2019 q3,2010,0.5706365952163569,Virginia M. Chambless,0.4058586204891036,female,JPMorgan Econ & FI,"('MMM', '2019 q3')",0.0818721130490303
31285,NOC,2019 q3,2010,0.6412976738641551,Acquisdata Research Team,0.4242541314121419,Not a person,Acquisdata,"('NOC', '2019 q3')",0.0
31286,RTX,2019 q3,2010,0.6817567172290335,Acquisdata Research Team,0.6268675925374286,Not a person,Acquisdata,"('RTX', '2019 q3')",0.0
31287,PCAR,2019 q3,2010,0.5608209357112218,Mr. Scott H. Group,0.2612646485864771,male,Wolfe Research,"('PCAR', '2019 q3')",0.0
31288,WAB,2019 q3,2010,0.5804324871553131,Mr. Scott H. Group,0.2709341491664851,male,Wolfe Research,"('WAB', '2019 q3')",0.0
31289,SNA,2019 q3,2010,0.7640740958458607,Gary Prestopino,0.8187613800594823,male,Barrington Research Associates,"('SNA', '2019 q3')",0.0
31290,SNA,2019 q3,2010,0.7640740958458607,"Curtis Nagle, CFA",0.4613092279238507,male,BofA Global Research,"('SNA', '2019 q3')",0.026122208684682846
31291,SNA,2019 q3,2010,0.7640740958458607,"Mr. Bret D. Jordan, CFA, CFA",0.4236928435246812,male,Jefferies,"('SNA', '2019 q3')",0.0
31292,SNA,2019 q3,2010,0.7640740958458607,Richard Hilgert,0.828263245366375,male,"Morningstar, Inc.","('SNA', '2019 q3')",0.007568042414883773
31293,TDG,2019 q3,2010,0.5514427995041185,Mr. Andrew Casella,0.3145316591155047,male,Deutsche Bank,"('TDG', '2019 q3')",0.05025146156549454
31294,TDG,2019 q3,2010,0.5514427995041185,"Elliott L. Schlang, CFA",0.2289903232035489,male,Great Lakes/Wellington Shields,"('TDG', '2019 q3')",0.0
31295,WAB,2019 q3,2010,0.5804324871553131,"Elliott L. Schlang, CFA",0.271332912924336,male,Great Lakes/Wellington Shields,"('WAB', '2019 q3')",0.03033841960132122
31296,TDG,2019 q3,2010,0.5514427995041185,Ross Law,0.5073732240943661,male,Berenberg,"('TDG', '2019 q3')",0.0
31297,TT,2019 q3,2010,0.5070579362100514,Mr. Joel G. Tiss,0.2644310715058913,male,BMO Capital Markets,"('TT', '2019 q3')",0.0
31298,TT,2019 q3,2010,0.5070579362100514,"Mr. Stephen Tusa, Jr, CFA",0.2826348449044644,male,JPMorgan,"('TT', '2019 q3')",0.018195438012480736
31299,URI,2019 q3,2010,0.7331472078042931,Mr. John Healy,0.5449895183470806,male,Northcoast Research,"('URI', '2019 q3')",0.01858532987535
31300,URI,2019 q3,2010,0.7331472078042931,Will Kirkness,0.5783238463875808,male,Jefferies,"('URI', '2019 q3')",0.0
31301,URI,2019 q3,2010,0.7331472078042931,Yilma Abebe,0.5141958686192168,male,JPMorgan Econ & FI,"('URI', '2019 q3')",0.06761355698108673
31302,WAB,2019 q3,2010,0.5804324871553131,Matthew Elkott,0.2224171016795962,male,Cowen and Company,"('WAB', '2019 q3')",0.014318238943815231
31303,WAB,2019 q3,2010,0.5804324871553131,Justin T. Long,0.3690834362100117,male,Stephens Inc.,"('WAB', '2019 q3')",0.0
31304,ALLE,2019 q4,2010,0.6615252805608856,Brian Bernard,0.8179948857455416,male,"Morningstar, Inc.","('ALLE', '2019 q4')",0.0
31305,FAST,2019 q4,2010,0.645136878021862,Brian Bernard,0.6929348183621813,male,"Morningstar, Inc.","('FAST', '2019 q4')",0.0
31306,FBHS,2019 q4,2010,0.5744675390809744,Brian Bernard,0.7928976039391523,male,"Morningstar, Inc.","('FBHS', '2019 q4')",0.0
31307,GWW,2019 q4,2010,0.5665828204208128,Brian Bernard,0.9378733042302309,male,"Morningstar, Inc.","('GWW', '2019 q4')",0.0
31308,JCI,2019 q4,2010,0.597644690966915,Brian Bernard,0.8622100194503411,male,"Morningstar, Inc.","('JCI', '2019 q4')",0.0
31309,MAS,2019 q4,2010,0.5224427174838795,Brian Bernard,0.5426098450953188,male,"Morningstar, Inc.","('MAS', '2019 q4')",0.003078923188149929
31310,TT,2019 q4,2010,0.6235030937748187,Brian Bernard,0.6549828139511537,male,"Morningstar, Inc.","('TT', '2019 q4')",0.0
31311,ALLE,2019 q4,2010,0.6615252805608856,Mr. Joshua C. Pokrzywinski,0.4361250608672367,male,Morgan Stanley,"('ALLE', '2019 q4')",0.0
31312,DOV,2019 q4,2010,0.5352771310681244,Mr. Joshua C. Pokrzywinski,0.2901423393659615,male,Morgan Stanley,"('DOV', '2019 q4')",0.0
31313,EMR,2019 q4,2010,0.4831973589005381,Mr. Joshua C. Pokrzywinski,0.1887741834435457,male,Morgan Stanley,"('EMR', '2019 q4')",0.0
31314,FAST,2019 q4,2010,0.645136878021862,Mr. Joshua C. Pokrzywinski,0.6954919234915872,male,Morgan Stanley,"('FAST', '2019 q4')",0.025633331388235092
31315,GD,2019 q4,2010,0.5972401098772058,Mr. Joshua C. Pokrzywinski,0.3319945109519084,male,Morgan Stanley,"('GD', '2019 q4')",0.0
31316,GE,2019 q4,2010,0.3833348120806297,Mr. Joshua C. Pokrzywinski,0.4578556951007725,male,Morgan Stanley,"('GE', '2019 q4')",0.0062891338020563126
31317,GWW,2019 q4,2010,0.5665828204208128,Mr. Joshua C. Pokrzywinski,0.4512058704381028,male,Morgan Stanley,"('GWW', '2019 q4')",0.0
31318,HON,2019 q4,2010,0.3925081481545119,Mr. Joshua C. Pokrzywinski,0.259344786788554,male,Morgan Stanley,"('HON', '2019 q4')",0.0
31319,IR,2019 q4,2010,0.6301446286828332,Mr. Joshua C. Pokrzywinski,0.4879071452480187,male,Morgan Stanley,"('IR', '2019 q4')",0.0
31320,ITW,2019 q4,2010,0.6484261509215503,Mr. Joshua C. Pokrzywinski,0.4372086580683229,male,Morgan Stanley,"('ITW', '2019 q4')",0.0
31321,JCI,2019 q4,2010,0.597644690966915,Mr. Joshua C. Pokrzywinski,0.5096748630342692,male,Morgan Stanley,"('JCI', '2019 q4')",0.0
31322,ROK,2019 q4,2010,0.6896627280154437,Mr. Joshua C. Pokrzywinski,0.7253806786017576,male,Morgan Stanley,"('ROK', '2019 q4')",0.0
31323,SWK,2019 q4,2010,0.5234912088735771,Mr. Joshua C. Pokrzywinski,0.558879763769163,male,Morgan Stanley,"('SWK', '2019 q4')",0.0
31324,TT,2019 q4,2010,0.6235030937748187,Mr. Joshua C. Pokrzywinski,0.268457565715703,male,Morgan Stanley,"('TT', '2019 q4')",0.0
31325,ALLE,2019 q4,2010,0.6615252805608856,Shane McKenna,0.6128860069844343,male,Barclays,"('ALLE', '2019 q4')",0.01770797185599804
31326,ALLE,2019 q4,2010,0.6615252805608856,Deepa Raghavan,0.3205619939469868,female,"Wells Fargo Securities, LLC","('ALLE', '2019 q4')",0.0
31327,TT,2019 q4,2010,0.6235030937748187,Deepa Raghavan,0.383344806638262,female,"Wells Fargo Securities, LLC","('TT', '2019 q4')",0.01620313711464405
31328,ALLE,2019 q4,2010,0.6615252805608856,Julian Mitchell,0.3792453482092908,male,Barclays,"('ALLE', '2019 q4')",0.0
31329,DOV,2019 q4,2010,0.5352771310681244,Julian Mitchell,0.3037097364577382,male,Barclays,"('DOV', '2019 q4')",0.0
31330,EMR,2019 q4,2010,0.4831973589005381,Julian Mitchell,0.1664798411965334,male,Barclays,"('EMR', '2019 q4')",0.0
31331,ETN,2019 q4,2010,0.4461738112746609,Julian Mitchell,0.2830876621409167,male,Barclays,"('ETN', '2019 q4')",0.017846252769231796
31332,GD,2019 q4,2010,0.5972401098772058,Julian Mitchell,0.4231108178652768,male,Barclays,"('GD', '2019 q4')",0.0
31333,GE,2019 q4,2010,0.3833348120806297,Julian Mitchell,0.5149167298948499,male,Barclays,"('GE', '2019 q4')",0.0
31334,IR,2019 q4,2010,0.6301446286828332,Julian Mitchell,0.6816507956956476,male,Barclays,"('IR', '2019 q4')",0.0
31335,ROP,2019 q4,2010,0.6884952157050906,Julian Mitchell,0.4855511631919438,male,Barclays,"('ROP', '2019 q4')",0.0
31336,RTX,2019 q4,2010,0.5924400594634209,Julian Mitchell,0.1962795052213305,male,Barclays,"('RTX', '2019 q4')",0.0
31337,SWK,2019 q4,2010,0.5234912088735771,Julian Mitchell,0.4106305050917092,male,Barclays,"('SWK', '2019 q4')",0.0
31338,TT,2019 q4,2010,0.6235030937748187,Julian Mitchell,0.3395439024087905,male,Barclays,"('TT', '2019 q4')",0.0
31339,ALLE,2019 q4,2010,0.6615252805608856,Matthew Miller,0.7455257811323238,male,CFRA Equity Research,"('ALLE', '2019 q4')",0.0
31340,AOS,2019 q4,2010,0.6023796134630424,Matthew Miller,0.411198654413047,male,CFRA Equity Research,"('AOS', '2019 q4')",0.0
31341,FBHS,2019 q4,2010,0.5744675390809744,Matthew Miller,0.5761548527185568,male,CFRA Equity Research,"('FBHS', '2019 q4')",0.0
31342,HWM,2019 q4,2010,0.5878304704457156,Matthew Miller,0.7119177777426502,male,CFRA Equity Research,"('HWM', '2019 q4')",0.0
31343,JCI,2019 q4,2010,0.597644690966915,Matthew Miller,0.777393164558022,male,CFRA Equity Research,"('JCI', '2019 q4')",0.0
31344,MAS,2019 q4,2010,0.5224427174838795,Matthew Miller,0.5669099870973134,male,CFRA Equity Research,"('MAS', '2019 q4')",0.0
31345,ALLE,2019 q4,2010,0.6615252805608856,Mr. Jeffrey T. Kessler,0.5530819985231891,male,"Imperial Capital, LLC","('ALLE', '2019 q4')",0.013066805899143219
31346,AME,2019 q4,2010,0.5098962273427993,Mr. Andrew E. E. Buscaglia,0.1955714847953172,male,Berenberg,"('AME', '2019 q4')",0.0
31347,GD,2019 q4,2010,0.5972401098772058,Mr. Andrew E. E. Buscaglia,0.2555751128828467,male,Berenberg,"('GD', '2019 q4')",0.0
31348,IEX,2019 q4,2010,0.6834094939636094,Mr. Andrew E. E. Buscaglia,0.4904042282594345,male,Berenberg,"('IEX', '2019 q4')",0.0
31349,AME,2019 q4,2010,0.5098962273427993,Joshua Aguilar,0.6734661392039816,male,"Morningstar, Inc.","('AME', '2019 q4')",0.0
31350,BA,2019 q4,2010,0.4500435619681375,Joshua Aguilar,0.3995987797656878,male,"Morningstar, Inc.","('BA', '2019 q4')",0.0
31351,DOV,2019 q4,2010,0.5352771310681244,Joshua Aguilar,0.735787331255983,male,"Morningstar, Inc.","('DOV', '2019 q4')",0.008652102202177048
31352,EMR,2019 q4,2010,0.4831973589005381,Joshua Aguilar,0.4978649222311723,male,"Morningstar, Inc.","('EMR', '2019 q4')",0.008333333767950535
31353,ETN,2019 q4,2010,0.4461738112746609,Joshua Aguilar,0.5921509635867847,male,"Morningstar, Inc.","('ETN', '2019 q4')",0.0
31354,GE,2019 q4,2010,0.3833348120806297,Joshua Aguilar,0.4421346935426204,male,"Morningstar, Inc.","('GE', '2019 q4')",0.0016191736129777773
31355,HON,2019 q4,2010,0.3925081481545119,Joshua Aguilar,0.5227768248634918,male,"Morningstar, Inc.","('HON', '2019 q4')",0.0
31356,ITW,2019 q4,2010,0.6484261509215503,Joshua Aguilar,0.8776954665108564,male,"Morningstar, Inc.","('ITW', '2019 q4')",0.0
31357,LMT,2019 q4,2010,0.586604325783395,Joshua Aguilar,0.3770394519404337,male,"Morningstar, Inc.","('LMT', '2019 q4')",0.0
31358,MMM,2019 q4,2010,0.6187642545262901,Joshua Aguilar,0.6877546419975477,male,"Morningstar, Inc.","('MMM', '2019 q4')",0.01666666753590107
31359,PH,2019 q4,2010,0.5071700699611716,Joshua Aguilar,0.6169246362796433,male,"Morningstar, Inc.","('PH', '2019 q4')",0.0
31360,ROK,2019 q4,2010,0.6896627280154437,Joshua Aguilar,0.6943454945940388,male,"Morningstar, Inc.","('ROK', '2019 q4')",0.022222223381201427
31361,ROP,2019 q4,2010,0.6884952157050906,Joshua Aguilar,0.7889750461853026,male,"Morningstar, Inc.","('ROP', '2019 q4')",0.01666666753590107
31362,RTX,2019 q4,2010,0.5924400594634209,Joshua Aguilar,0.5506044918082013,male,"Morningstar, Inc.","('RTX', '2019 q4')",0.0
31363,AME,2019 q4,2010,0.5098962273427993,Mr. Andrew B. Obin,0.219473379903275,male,BofA Global Research,"('AME', '2019 q4')",0.0
31364,DOV,2019 q4,2010,0.5352771310681244,Mr. Andrew B. Obin,0.258521670715756,male,BofA Global Research,"('DOV', '2019 q4')",0.015046455897390842
31365,EMR,2019 q4,2010,0.4831973589005381,Mr. Andrew B. Obin,0.2996238844488585,male,BofA Global Research,"('EMR', '2019 q4')",0.0
31366,ETN,2019 q4,2010,0.4461738112746609,Mr. Andrew B. Obin,0.209029873386042,male,BofA Global Research,"('ETN', '2019 q4')",0.010666128247976303
31367,FLS,2019 q4,2010,0.6967899343668007,Mr. Andrew B. Obin,0.6229422769437699,male,BofA Global Research,"('FLS', '2019 q4')",0.0
31368,GE,2019 q4,2010,0.3833348120806297,Mr. Andrew B. Obin,0.2199341796701782,male,BofA Global Research,"('GE', '2019 q4')",0.0
31369,HON,2019 q4,2010,0.3925081481545119,Mr. Andrew B. Obin,0.1302163014332276,male,BofA Global Research,"('HON', '2019 q4')",0.0
31370,MMM,2019 q4,2010,0.6187642545262901,Mr. Andrew B. Obin,0.3211271189875745,male,BofA Global Research,"('MMM', '2019 q4')",0.018496572971343994
31371,PH,2019 q4,2010,0.5071700699611716,Mr. Andrew B. Obin,0.2607658048329117,male,BofA Global Research,"('PH', '2019 q4')",0.004746603779494762
31372,PNR,2019 q4,2010,0.786134909774296,Mr. Andrew B. Obin,0.4618484217973734,male,BofA Global Research,"('PNR', '2019 q4')",0.0
31373,ROK,2019 q4,2010,0.6896627280154437,Mr. Andrew B. Obin,0.3305272390969074,male,BofA Global Research,"('ROK', '2019 q4')",0.0
31374,TT,2019 q4,2010,0.6235030937748187,Mr. Andrew B. Obin,0.2366935542170838,male,BofA Global Research,"('TT', '2019 q4')",0.0
31375,AME,2019 q4,2010,0.5098962273427993,"Mr. Deane Dray, CFA",0.2677469624093055,male,RBC Capital Markets,"('AME', '2019 q4')",0.0
31376,DOV,2019 q4,2010,0.5352771310681244,"Mr. Deane Dray, CFA",0.1589716715011664,male,RBC Capital Markets,"('DOV', '2019 q4')",0.0
31377,EMR,2019 q4,2010,0.4831973589005381,"Mr. Deane Dray, CFA",0.1462281234941072,male,RBC Capital Markets,"('EMR', '2019 q4')",0.0
31378,ETN,2019 q4,2010,0.4461738112746609,"Mr. Deane Dray, CFA",0.0956546351730307,male,RBC Capital Markets,"('ETN', '2019 q4')",0.0
31379,FLS,2019 q4,2010,0.6967899343668007,"Mr. Deane Dray, CFA",0.5665680225677746,male,RBC Capital Markets,"('FLS', '2019 q4')",0.0
31380,GD,2019 q4,2010,0.5972401098772058,"Mr. Deane Dray, CFA",0.2681005975271801,male,RBC Capital Markets,"('GD', '2019 q4')",0.0
31381,GE,2019 q4,2010,0.3833348120806297,"Mr. Deane Dray, CFA",0.1016332982654839,male,RBC Capital Markets,"('GE', '2019 q4')",0.0
31382,GWW,2019 q4,2010,0.5665828204208128,"Mr. Deane Dray, CFA",0.178184535365297,male,RBC Capital Markets,"('GWW', '2019 q4')",0.0
31383,HON,2019 q4,2010,0.3925081481545119,"Mr. Deane Dray, CFA",0.1166935464299097,male,RBC Capital Markets,"('HON', '2019 q4')",0.0
31384,IEX,2019 q4,2010,0.6834094939636094,"Mr. Deane Dray, CFA",0.3146957287254888,male,RBC Capital Markets,"('IEX', '2019 q4')",0.010528226383030415
31385,MMM,2019 q4,2010,0.6187642545262901,"Mr. Deane Dray, CFA",0.2639770952130731,male,RBC Capital Markets,"('MMM', '2019 q4')",0.0
31386,PNR,2019 q4,2010,0.786134909774296,"Mr. Deane Dray, CFA",0.5244437670096518,male,RBC Capital Markets,"('PNR', '2019 q4')",0.0
31387,ROP,2019 q4,2010,0.6884952157050906,"Mr. Deane Dray, CFA",0.4538001397594655,male,RBC Capital Markets,"('ROP', '2019 q4')",0.0
31388,RTX,2019 q4,2010,0.5924400594634209,"Mr. Deane Dray, CFA",0.6444998935419902,male,RBC Capital Markets,"('RTX', '2019 q4')",0.01666666753590107
31389,TT,2019 q4,2010,0.6235030937748187,"Mr. Deane Dray, CFA",0.150180048770416,male,RBC Capital Markets,"('TT', '2019 q4')",0.0
31390,AME,2019 q4,2010,0.5098962273427993,Elizabeth Vermillion,0.6723586077446808,female,CFRA Equity Research,"('AME', '2019 q4')",0.0
31391,CAT,2019 q4,2010,0.7013139583360215,Elizabeth Vermillion,0.552439230634899,female,CFRA Equity Research,"('CAT', '2019 q4')",0.0
31392,CMI,2019 q4,2010,0.5474113944526524,Elizabeth Vermillion,0.6224849592010407,female,CFRA Equity Research,"('CMI', '2019 q4')",0.0
31393,DE,2019 q4,2010,0.5083719801821617,Elizabeth Vermillion,0.5826714536603466,female,CFRA Equity Research,"('DE', '2019 q4')",0.0
31394,DOV,2019 q4,2010,0.5352771310681244,Elizabeth Vermillion,0.8843956108058474,female,CFRA Equity Research,"('DOV', '2019 q4')",0.0
31395,EMR,2019 q4,2010,0.4831973589005381,Elizabeth Vermillion,0.7796521747472316,female,CFRA Equity Research,"('EMR', '2019 q4')",0.0
31396,ETN,2019 q4,2010,0.4461738112746609,Elizabeth Vermillion,0.778936667844135,female,CFRA Equity Research,"('ETN', '2019 q4')",0.0
31397,FAST,2019 q4,2010,0.645136878021862,Elizabeth Vermillion,0.5496344058457371,female,CFRA Equity Research,"('FAST', '2019 q4')",0.0
31398,FLS,2019 q4,2010,0.6967899343668007,Elizabeth Vermillion,0.8178830638092869,female,CFRA Equity Research,"('FLS', '2019 q4')",0.0
31399,GD,2019 q4,2010,0.5972401098772058,Elizabeth Vermillion,0.9064842222107612,female,CFRA Equity Research,"('GD', '2019 q4')",0.0
31400,GWW,2019 q4,2010,0.5665828204208128,Elizabeth Vermillion,0.7436202366004772,female,CFRA Equity Research,"('GWW', '2019 q4')",0.0
31401,ITW,2019 q4,2010,0.6484261509215503,Elizabeth Vermillion,0.8399970684078556,female,CFRA Equity Research,"('ITW', '2019 q4')",0.0
31402,PCAR,2019 q4,2010,0.7019557113099484,Elizabeth Vermillion,0.7380610505463145,female,CFRA Equity Research,"('PCAR', '2019 q4')",0.0
31403,PH,2019 q4,2010,0.5071700699611716,Elizabeth Vermillion,0.7109570440975731,female,CFRA Equity Research,"('PH', '2019 q4')",0.0
31404,PNR,2019 q4,2010,0.786134909774296,Elizabeth Vermillion,0.8016632108013403,female,CFRA Equity Research,"('PNR', '2019 q4')",0.0
31405,PWR,2019 q4,2010,0.8654198676757741,Elizabeth Vermillion,0.9488383607537624,female,CFRA Equity Research,"('PWR', '2019 q4')",0.0
31406,ROK,2019 q4,2010,0.6896627280154437,Elizabeth Vermillion,0.843583912964055,female,CFRA Equity Research,"('ROK', '2019 q4')",0.0
31407,SNA,2019 q4,2010,0.813302288533991,Elizabeth Vermillion,0.6857687159692049,female,CFRA Equity Research,"('SNA', '2019 q4')",0.0
31408,SWK,2019 q4,2010,0.5234912088735771,Elizabeth Vermillion,0.524647123675834,female,CFRA Equity Research,"('SWK', '2019 q4')",0.0
31409,TT,2019 q4,2010,0.6235030937748187,Elizabeth Vermillion,0.7420481460630353,female,CFRA Equity Research,"('TT', '2019 q4')",0.0
31410,URI,2019 q4,2010,0.6649541396660901,Elizabeth Vermillion,0.5557723410816079,female,CFRA Equity Research,"('URI', '2019 q4')",0.0
31411,WAB,2019 q4,2010,0.5021901745398436,Elizabeth Vermillion,0.7174893828779558,female,CFRA Equity Research,"('WAB', '2019 q4')",0.0
31412,AME,2019 q4,2010,0.5098962273427993,"Allison A. Poliniak-Cusic, CFA",0.2691850144812453,female,"Wells Fargo Securities, LLC","('AME', '2019 q4')",0.0
31413,FAST,2019 q4,2010,0.645136878021862,"Allison A. Poliniak-Cusic, CFA",0.2957897306392247,female,"Wells Fargo Securities, LLC","('FAST', '2019 q4')",0.0
31414,GWW,2019 q4,2010,0.5665828204208128,"Allison A. Poliniak-Cusic, CFA",0.406967924611725,female,"Wells Fargo Securities, LLC","('GWW', '2019 q4')",0.0
31415,IEX,2019 q4,2010,0.6834094939636094,"Allison A. Poliniak-Cusic, CFA",0.3943626801593091,female,"Wells Fargo Securities, LLC","('IEX', '2019 q4')",0.0
31416,ROP,2019 q4,2010,0.6884952157050906,"Allison A. Poliniak-Cusic, CFA",0.4372405136361866,female,"Wells Fargo Securities, LLC","('ROP', '2019 q4')",0.0
31417,WAB,2019 q4,2010,0.5021901745398436,"Allison A. Poliniak-Cusic, CFA",0.2709569224694776,female,"Wells Fargo Securities, LLC","('WAB', '2019 q4')",0.01666666753590107
31418,AME,2019 q4,2010,0.5098962273427993,Mr. Robert P. McCarthy,0.5171990967605616,male,Stephens Inc.,"('AME', '2019 q4')",0.0
31419,AOS,2019 q4,2010,0.6023796134630424,Mr. Robert P. McCarthy,0.3291662919768189,male,Stephens Inc.,"('AOS', '2019 q4')",0.0
31420,EMR,2019 q4,2010,0.4831973589005381,Mr. Robert P. McCarthy,0.37030998765966,male,Stephens Inc.,"('EMR', '2019 q4')",0.0
31421,ETN,2019 q4,2010,0.4461738112746609,Mr. Robert P. McCarthy,0.2757877828153854,male,Stephens Inc.,"('ETN', '2019 q4')",0.0
31422,ROK,2019 q4,2010,0.6896627280154437,Mr. Robert P. McCarthy,0.4072366516572486,male,Stephens Inc.,"('ROK', '2019 q4')",0.0
31423,TT,2019 q4,2010,0.6235030937748187,Mr. Robert P. McCarthy,0.3886543924510837,male,Stephens Inc.,"('TT', '2019 q4')",0.0
31424,AOS,2019 q4,2010,0.6023796134630424,"Lawrence T. De Maria, CFA",0.3873004884294914,male,William Blair & Company,"('AOS', '2019 q4')",0.0
31425,CAT,2019 q4,2010,0.7013139583360215,"Lawrence T. De Maria, CFA",0.273413713238775,male,William Blair & Company,"('CAT', '2019 q4')",0.0
31426,DOV,2019 q4,2010,0.5352771310681244,"Lawrence T. De Maria, CFA",0.3425495197782889,male,William Blair & Company,"('DOV', '2019 q4')",0.0
31427,AOS,2019 q4,2010,0.6023796134630424,SADIF Research,0.9995104187465508,Not a person,Sadif Analytics Prime,"('AOS', '2019 q4')",0.9473584890365601
31428,CAT,2019 q4,2010,0.7013139583360215,SADIF Research,0.9934654718562368,Not a person,Sadif Analytics Prime,"('CAT', '2019 q4')",0.9789251089096069
31429,FAST,2019 q4,2010,0.645136878021862,SADIF Research,0.9793020406549224,Not a person,Sadif Analytics Prime,"('FAST', '2019 q4')",0.9573962092399597
31430,FBHS,2019 q4,2010,0.5744675390809744,SADIF Research,0.9510450359652588,Not a person,Sadif Analytics Prime,"('FBHS', '2019 q4')",0.9138596057891846
31431,IEX,2019 q4,2010,0.6834094939636094,SADIF Research,0.9666863489397984,Not a person,Sadif Analytics Prime,"('IEX', '2019 q4')",0.978851318359375
31432,LHX,2019 q4,2010,0.7877529808355406,SADIF Research,0.9977626634907424,Not a person,Sadif Analytics Prime,"('LHX', '2019 q4')",0.9674007892608643
31433,PNR,2019 q4,2010,0.786134909774296,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PNR', '2019 q4')",0.9792957603931427
31434,PWR,2019 q4,2010,0.8654198676757741,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PWR', '2019 q4')",0.9741767048835754
31435,ROK,2019 q4,2010,0.6896627280154437,SADIF Research,0.9401423258239447,Not a person,Sadif Analytics Prime,"('ROK', '2019 q4')",0.9072296619415283
31436,RTX,2019 q4,2010,0.5924400594634209,SADIF Research,0.9968330016461616,Not a person,Sadif Analytics Prime,"('RTX', '2019 q4')",0.9790752530097961
31437,SNA,2019 q4,2010,0.813302288533991,SADIF Research,0.97004121708368,Not a person,Sadif Analytics Prime,"('SNA', '2019 q4')",0.9785423874855042
31438,TDG,2019 q4,2010,0.6572371283918592,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TDG', '2019 q4')",0.9782249331474304
31439,TT,2019 q4,2010,0.6235030937748187,SADIF Research,0.9962564644335444,Not a person,Sadif Analytics Prime,"('TT', '2019 q4')",0.9786982536315918
31440,WAB,2019 q4,2010,0.5021901745398436,SADIF Research,0.9474424295346628,Not a person,Sadif Analytics Prime,"('WAB', '2019 q4')",0.8963673114776611
31441,AOS,2019 q4,2010,0.6023796134630424,"Mr. Kevin W. Hocevar, CFA",0.4084603106489431,male,Northcoast Research,"('AOS', '2019 q4')",0.010094452649354935
31442,AOS,2019 q4,2010,0.6023796134630424,Mr. Alvaro Lacayo,0.4979311518150079,male,Gabelli & Company,"('AOS', '2019 q4')",0.023339206352829933
31443,FBHS,2019 q4,2010,0.5744675390809744,Mr. Alvaro Lacayo,0.2545841549427032,male,Gabelli & Company,"('FBHS', '2019 q4')",0.025182582437992096
31444,MAS,2019 q4,2010,0.5224427174838795,Mr. Alvaro Lacayo,0.2748676711995259,male,Gabelli & Company,"('MAS', '2019 q4')",0.0
31445,BA,2019 q4,2010,0.4500435619681375,"Mr. Charles P. Minervino, CFA",0.6322420803297539,male,Susquehanna Financial Group LLLP,"('BA', '2019 q4')",0.0
31446,LMT,2019 q4,2010,0.586604325783395,"Mr. Charles P. Minervino, CFA",0.626329707464766,male,Susquehanna Financial Group LLLP,"('LMT', '2019 q4')",0.0
31447,NOC,2019 q4,2010,0.5630844379106577,"Mr. Charles P. Minervino, CFA",0.7711882435394807,male,Susquehanna Financial Group LLLP,"('NOC', '2019 q4')",0.0
31448,TXT,2019 q4,2010,0.7141096434665335,"Mr. Charles P. Minervino, CFA",0.7692109393007835,male,Susquehanna Financial Group LLLP,"('TXT', '2019 q4')",0.0
31449,BA,2019 q4,2010,0.4500435619681375,Mr. Christopher A. Jacobson,0.3629416032807974,male,Susquehanna Financial Group LLLP,"('BA', '2019 q4')",0.04826917499303818
31450,BA,2019 q4,2010,0.4500435619681375,Mr. James A. Corridore,0.371530938238287,male,CFRA Equity Research,"('BA', '2019 q4')",0.0
31451,GE,2019 q4,2010,0.3833348120806297,Mr. James A. Corridore,0.4815885364746895,male,CFRA Equity Research,"('GE', '2019 q4')",0.0
31452,HII,2019 q4,2010,0.3939520117328157,Mr. James A. Corridore,0.5293031236074438,male,CFRA Equity Research,"('HII', '2019 q4')",0.0
31453,HON,2019 q4,2010,0.3925081481545119,Mr. James A. Corridore,0.6209991521589819,male,CFRA Equity Research,"('HON', '2019 q4')",0.0
31454,LHX,2019 q4,2010,0.7877529808355406,Mr. James A. Corridore,0.8041102191557898,male,CFRA Equity Research,"('LHX', '2019 q4')",0.0
31455,LMT,2019 q4,2010,0.586604325783395,Mr. James A. Corridore,0.4610916761482837,male,CFRA Equity Research,"('LMT', '2019 q4')",0.0
31456,MMM,2019 q4,2010,0.6187642545262901,Mr. James A. Corridore,0.787900255002831,male,CFRA Equity Research,"('MMM', '2019 q4')",0.0
31457,NOC,2019 q4,2010,0.5630844379106577,Mr. James A. Corridore,0.5974326229903528,male,CFRA Equity Research,"('NOC', '2019 q4')",0.0
31458,ROP,2019 q4,2010,0.6884952157050906,Mr. James A. Corridore,0.9085436800416052,male,CFRA Equity Research,"('ROP', '2019 q4')",0.0
31459,RTX,2019 q4,2010,0.5924400594634209,Mr. James A. Corridore,0.6517424747058088,male,CFRA Equity Research,"('RTX', '2019 q4')",0.0
31460,TDG,2019 q4,2010,0.6572371283918592,Mr. James A. Corridore,0.7638716818442671,male,CFRA Equity Research,"('TDG', '2019 q4')",0.0
31461,TXT,2019 q4,2010,0.7141096434665335,Mr. James A. Corridore,0.6918096062028103,male,CFRA Equity Research,"('TXT', '2019 q4')",0.0
31462,BA,2019 q4,2010,0.4500435619681375,Ronald J. J. Epstein,0.1564324078308923,male,BofA Global Research,"('BA', '2019 q4')",0.008999139256775378
31463,HII,2019 q4,2010,0.3939520117328157,Ronald J. J. Epstein,0.3119875916238254,male,BofA Global Research,"('HII', '2019 q4')",0.026241691783070564
31464,LMT,2019 q4,2010,0.586604325783395,Ronald J. J. Epstein,0.3242647174714929,male,BofA Global Research,"('LMT', '2019 q4')",0.006152573507279158
31465,NOC,2019 q4,2010,0.5630844379106577,Ronald J. J. Epstein,0.2526488548065934,male,BofA Global Research,"('NOC', '2019 q4')",0.014253150671720505
31466,RTX,2019 q4,2010,0.5924400594634209,Ronald J. J. Epstein,0.2115844088117355,male,BofA Global Research,"('RTX', '2019 q4')",0.0
31467,TDG,2019 q4,2010,0.6572371283918592,Ronald J. J. Epstein,0.618185566820945,male,BofA Global Research,"('TDG', '2019 q4')",0.0
31468,TXT,2019 q4,2010,0.7141096434665335,Ronald J. J. Epstein,0.3466742924913715,male,BofA Global Research,"('TXT', '2019 q4')",0.0
31469,BA,2019 q4,2010,0.4500435619681375,Mr. Burkett Huey,0.4005614735957782,male,"Morningstar, Inc.","('BA', '2019 q4')",0.0
31470,LMT,2019 q4,2010,0.586604325783395,Mr. Burkett Huey,0.4325012916631623,male,"Morningstar, Inc.","('LMT', '2019 q4')",0.0
31471,BA,2019 q4,2010,0.4500435619681375,Mr. Andrew P. Gollan,0.117306204265259,male,Berenberg,"('BA', '2019 q4')",0.024780774489045143
31472,LMT,2019 q4,2010,0.586604325783395,Mr. Andrew P. Gollan,0.3420758107785317,male,Berenberg,"('LMT', '2019 q4')",0.0
31473,BA,2019 q4,2010,0.4500435619681375,Mr. Ken G. Herbert,0.1504493135050941,male,Canaccord Genuity,"('BA', '2019 q4')",0.012105751782655716
31474,TDG,2019 q4,2010,0.6572371283918592,Mr. Ken G. Herbert,0.3694398563511559,male,Canaccord Genuity,"('TDG', '2019 q4')",0.04100769944489002
31475,BA,2019 q4,2010,0.4500435619681375,Douglas Karson,0.1908895780593852,male,BofA Global Research,"('BA', '2019 q4')",0.0
31476,GE,2019 q4,2010,0.3833348120806297,Douglas Karson,0.0990009983147681,male,BofA Global Research,"('GE', '2019 q4')",0.0
31477,BA,2019 q4,2010,0.4500435619681375,Sheila Kahyaoglu,0.0805593788547346,female,Jefferies,"('BA', '2019 q4')",0.02338600344955921
31478,HON,2019 q4,2010,0.3925081481545119,Sheila Kahyaoglu,0.1418515031435158,female,Jefferies,"('HON', '2019 q4')",0.01656372845172882
31479,LHX,2019 q4,2010,0.7877529808355406,Sheila Kahyaoglu,0.7211159795396221,female,Jefferies,"('LHX', '2019 q4')",0.0
31480,NOC,2019 q4,2010,0.5630844379106577,Sheila Kahyaoglu,0.1855596258066302,female,Jefferies,"('NOC', '2019 q4')",0.0
31481,RTX,2019 q4,2010,0.5924400594634209,Sheila Kahyaoglu,0.2294925509082088,female,Jefferies,"('RTX', '2019 q4')",0.0
31482,TDG,2019 q4,2010,0.6572371283918592,Sheila Kahyaoglu,0.3031643049797767,female,Jefferies,"('TDG', '2019 q4')",0.0
31483,TXT,2019 q4,2010,0.7141096434665335,Sheila Kahyaoglu,0.5203724180719769,female,Jefferies,"('TXT', '2019 q4')",0.014292273670434952
31484,BA,2019 q4,2010,0.4500435619681375,Mr. David Strauss,0.3264666582840151,male,Barclays,"('BA', '2019 q4')",0.0
31485,HII,2019 q4,2010,0.3939520117328157,Mr. David Strauss,0.3124654106481024,male,Barclays,"('HII', '2019 q4')",0.0
31486,HWM,2019 q4,2010,0.5878304704457156,Mr. David Strauss,0.3647942431619564,male,Barclays,"('HWM', '2019 q4')",0.0
31487,TXT,2019 q4,2010,0.7141096434665335,Mr. David Strauss,0.8353030502226837,male,Barclays,"('TXT', '2019 q4')",0.0
31488,BA,2019 q4,2010,0.4500435619681375,Mr. Jeremy D. Bragg,0.9078096325545232,male,Redburn (Europe) Limited,"('BA', '2019 q4')",0.24092775583267212
31489,BA,2019 q4,2010,0.4500435619681375,Mr. Naman Jain,0.2690792137839965,male,Crispidea,"('BA', '2019 q4')",0.0
31490,CMI,2019 q4,2010,0.5474113944526524,Mr. Naman Jain,0.4533701813279595,male,Crispidea,"('CMI', '2019 q4')",0.0
31491,DE,2019 q4,2010,0.5083719801821617,Mr. Naman Jain,0.5536441141207138,male,Crispidea,"('DE', '2019 q4')",0.010795961134135723
31492,LMT,2019 q4,2010,0.586604325783395,Mr. Naman Jain,0.3042288467129166,male,Crispidea,"('LMT', '2019 q4')",0.0
31493,MMM,2019 q4,2010,0.6187642545262901,Mr. Naman Jain,0.6237145384909262,male,Crispidea,"('MMM', '2019 q4')",0.0
31494,RTX,2019 q4,2010,0.5924400594634209,Mr. Naman Jain,0.5624006672688185,male,Crispidea,"('RTX', '2019 q4')",0.0
31495,TXT,2019 q4,2010,0.7141096434665335,Mr. Naman Jain,0.6286655700602178,male,Crispidea,"('TXT', '2019 q4')",0.03333333507180214
31496,BA,2019 q4,2010,0.4500435619681375,Hunter K. Keay,0.1441973704282317,male,Wolfe Research,"('BA', '2019 q4')",0.011753919534385204
31497,LMT,2019 q4,2010,0.586604325783395,Hunter K. Keay,0.4497008960780792,male,Wolfe Research,"('LMT', '2019 q4')",0.0
31498,TDG,2019 q4,2010,0.6572371283918592,Hunter K. Keay,0.68740927541726,male,Wolfe Research,"('TDG', '2019 q4')",0.0
31499,BA,2019 q4,2010,0.4500435619681375,Mr. Robert M. Spingarn,0.1556675701364043,male,Credit Suisse,"('BA', '2019 q4')",0.0
31500,HII,2019 q4,2010,0.3939520117328157,Mr. Robert M. Spingarn,0.3661585323662294,male,Credit Suisse,"('HII', '2019 q4')",0.0
31501,LHX,2019 q4,2010,0.7877529808355406,Mr. Robert M. Spingarn,0.5101190533981816,male,Credit Suisse,"('LHX', '2019 q4')",0.0
31502,LMT,2019 q4,2010,0.586604325783395,Mr. Robert M. Spingarn,0.2326077419270557,male,Credit Suisse,"('LMT', '2019 q4')",0.0
31503,NOC,2019 q4,2010,0.5630844379106577,Mr. Robert M. Spingarn,0.3170875763443369,male,Credit Suisse,"('NOC', '2019 q4')",0.0
31504,RTX,2019 q4,2010,0.5924400594634209,Mr. Robert M. Spingarn,0.3807287840424481,male,Credit Suisse,"('RTX', '2019 q4')",0.0
31505,TDG,2019 q4,2010,0.6572371283918592,Mr. Robert M. Spingarn,0.4112396493391008,male,Credit Suisse,"('TDG', '2019 q4')",0.0
31506,TXT,2019 q4,2010,0.7141096434665335,Mr. Robert M. Spingarn,0.5072236964193493,male,Credit Suisse,"('TXT', '2019 q4')",0.0
31507,BA,2019 q4,2010,0.4500435619681375,Rajeev Lalwani,0.1536934813704178,male,Morgan Stanley,"('BA', '2019 q4')",0.012179849669337273
31508,LMT,2019 q4,2010,0.586604325783395,Rajeev Lalwani,0.6652535411655526,male,Morgan Stanley,"('LMT', '2019 q4')",0.0
31509,RTX,2019 q4,2010,0.5924400594634209,Rajeev Lalwani,0.2218528658975341,male,Morgan Stanley,"('RTX', '2019 q4')",0.0
31510,BA,2019 q4,2010,0.4500435619681375,Mr. Richard T. Safran,0.1440825478083246,male,The Buckingham Research Group,"('BA', '2019 q4')",0.06989173591136932
31511,HII,2019 q4,2010,0.3939520117328157,Mr. Richard T. Safran,0.1787201879137731,male,The Buckingham Research Group,"('HII', '2019 q4')",0.03253768011927605
31512,LHX,2019 q4,2010,0.7877529808355406,Mr. Richard T. Safran,0.6842652651000247,male,The Buckingham Research Group,"('LHX', '2019 q4')",0.0
31513,LMT,2019 q4,2010,0.586604325783395,Mr. Richard T. Safran,0.509263625568746,male,The Buckingham Research Group,"('LMT', '2019 q4')",0.0
31514,NOC,2019 q4,2010,0.5630844379106577,Mr. Richard T. Safran,0.5136987787098026,male,The Buckingham Research Group,"('NOC', '2019 q4')",0.03525857627391815
31515,CAT,2019 q4,2010,0.7013139583360215,Ms. Jamie Cook,0.3760162071226099,female,Credit Suisse,"('CAT', '2019 q4')",0.004727304292221864
31516,CMI,2019 q4,2010,0.5474113944526524,Ms. Jamie Cook,0.1949495402742902,female,Credit Suisse,"('CMI', '2019 q4')",0.0
31517,DE,2019 q4,2010,0.5083719801821617,Ms. Jamie Cook,0.219413634574993,female,Credit Suisse,"('DE', '2019 q4')",0.0
31518,ITW,2019 q4,2010,0.6484261509215503,Ms. Jamie Cook,0.7494122536003979,female,Credit Suisse,"('ITW', '2019 q4')",0.0
31519,PH,2019 q4,2010,0.5071700699611716,Ms. Jamie Cook,0.2985772723429262,female,Credit Suisse,"('PH', '2019 q4')",0.0
31520,PWR,2019 q4,2010,0.8654198676757741,Ms. Jamie Cook,0.6926572090664221,female,Credit Suisse,"('PWR', '2019 q4')",0.0
31521,CAT,2019 q4,2010,0.7013139583360215,Mr. David M. Raso,0.3272783252393517,male,EVERCORE ISI,"('CAT', '2019 q4')",0.0
31522,DE,2019 q4,2010,0.5083719801821617,Mr. David M. Raso,0.167272262861748,male,EVERCORE ISI,"('DE', '2019 q4')",0.0
31523,PCAR,2019 q4,2010,0.7019557113099484,Mr. David M. Raso,0.3441111013812798,male,EVERCORE ISI,"('PCAR', '2019 q4')",0.0
31524,URI,2019 q4,2010,0.6649541396660901,Mr. David M. Raso,0.374453594497914,male,EVERCORE ISI,"('URI', '2019 q4')",0.0
31525,CAT,2019 q4,2010,0.7013139583360215,"Saree Boroditsky, CFA",0.4776843792785181,female,Jefferies,"('CAT', '2019 q4')",0.0
31526,CMI,2019 q4,2010,0.5474113944526524,"Saree Boroditsky, CFA",0.6651783461300071,female,Jefferies,"('CMI', '2019 q4')",0.0
31527,DE,2019 q4,2010,0.5083719801821617,"Saree Boroditsky, CFA",0.2333619062534414,female,Jefferies,"('DE', '2019 q4')",0.0
31528,FAST,2019 q4,2010,0.645136878021862,"Saree Boroditsky, CFA",0.3444087620262415,female,Jefferies,"('FAST', '2019 q4')",0.021156070753932
31529,GWW,2019 q4,2010,0.5665828204208128,"Saree Boroditsky, CFA",0.2784463194801863,female,Jefferies,"('GWW', '2019 q4')",0.0
31530,ITW,2019 q4,2010,0.6484261509215503,"Saree Boroditsky, CFA",0.3008539742918154,female,Jefferies,"('ITW', '2019 q4')",0.0
31531,PCAR,2019 q4,2010,0.7019557113099484,"Saree Boroditsky, CFA",0.6702569381116037,female,Jefferies,"('PCAR', '2019 q4')",0.0
31532,PH,2019 q4,2010,0.5071700699611716,"Saree Boroditsky, CFA",0.2375645674965343,female,Jefferies,"('PH', '2019 q4')",0.0
31533,TT,2019 q4,2010,0.6235030937748187,"Saree Boroditsky, CFA",0.200302236186896,female,Jefferies,"('TT', '2019 q4')",0.0
31534,WAB,2019 q4,2010,0.5021901745398436,"Saree Boroditsky, CFA",0.214607656062083,female,Jefferies,"('WAB', '2019 q4')",0.005980915389955044
31535,CAT,2019 q4,2010,0.7013139583360215,Mr. Ashish R. Gupta,0.5271118818576253,male,Stephens Inc.,"('CAT', '2019 q4')",0.004412468833227952
31536,DE,2019 q4,2010,0.5083719801821617,Mr. Ashish R. Gupta,0.3139876825338429,male,Stephens Inc.,"('DE', '2019 q4')",0.0
31537,CAT,2019 q4,2010,0.7013139583360215,Courtney Yakavonis,0.3970105193587766,female,Morgan Stanley,"('CAT', '2019 q4')",0.0
31538,CMI,2019 q4,2010,0.5474113944526524,Courtney Yakavonis,0.2413556074614063,female,Morgan Stanley,"('CMI', '2019 q4')",0.010737276636064053
31539,DE,2019 q4,2010,0.5083719801821617,Courtney Yakavonis,0.2984838306112218,female,Morgan Stanley,"('DE', '2019 q4')",0.0
31540,URI,2019 q4,2010,0.6649541396660901,Courtney Yakavonis,0.3578441776190014,female,Morgan Stanley,"('URI', '2019 q4')",0.0
31541,CAT,2019 q4,2010,0.7013139583360215,Mr. Luis J. Amadeo,0.5131954663698273,male,"Oppenheimer & Co., Inc.","('CAT', '2019 q4')",0.0
31542,CMI,2019 q4,2010,0.5474113944526524,Mr. Luis J. Amadeo,0.259475775329533,male,"Oppenheimer & Co., Inc.","('CMI', '2019 q4')",0.0
31543,JCI,2019 q4,2010,0.597644690966915,Mr. Luis J. Amadeo,0.54100202659841,male,"Oppenheimer & Co., Inc.","('JCI', '2019 q4')",0.0
31544,ROK,2019 q4,2010,0.6896627280154437,Mr. Luis J. Amadeo,0.268605746410021,male,"Oppenheimer & Co., Inc.","('ROK', '2019 q4')",0.0
31545,CAT,2019 q4,2010,0.7013139583360215,Mr. Ross P. Gilardi,0.3439919815850459,male,BofA Global Research,"('CAT', '2019 q4')",0.01666666753590107
31546,CMI,2019 q4,2010,0.5474113944526524,Mr. Ross P. Gilardi,0.2474110417817785,male,BofA Global Research,"('CMI', '2019 q4')",0.01666666753590107
31547,DE,2019 q4,2010,0.5083719801821617,Mr. Ross P. Gilardi,0.6298747561825421,male,BofA Global Research,"('DE', '2019 q4')",0.03333333507180214
31548,ITW,2019 q4,2010,0.6484261509215503,Mr. Ross P. Gilardi,0.2864379355978778,male,BofA Global Research,"('ITW', '2019 q4')",0.016198068857192993
31549,PCAR,2019 q4,2010,0.7019557113099484,Mr. Ross P. Gilardi,0.6872220772882925,male,BofA Global Research,"('PCAR', '2019 q4')",0.03333333507180214
31550,SWK,2019 q4,2010,0.5234912088735771,Mr. Ross P. Gilardi,0.2959547331894543,male,BofA Global Research,"('SWK', '2019 q4')",0.022222223381201427
31551,URI,2019 q4,2010,0.6649541396660901,Mr. Ross P. Gilardi,0.4272767313310759,male,BofA Global Research,"('URI', '2019 q4')",0.0
31552,CAT,2019 q4,2010,0.7013139583360215,Andrew M. Casey,0.3148470917500767,male,"Wells Fargo Securities, LLC","('CAT', '2019 q4')",0.0
31553,CMI,2019 q4,2010,0.5474113944526524,Andrew M. Casey,0.2927112231604201,male,"Wells Fargo Securities, LLC","('CMI', '2019 q4')",0.0
31554,DE,2019 q4,2010,0.5083719801821617,Andrew M. Casey,0.219228279658793,male,"Wells Fargo Securities, LLC","('DE', '2019 q4')",0.0
31555,ETN,2019 q4,2010,0.4461738112746609,Andrew M. Casey,0.1476882683777587,male,"Wells Fargo Securities, LLC","('ETN', '2019 q4')",0.005843044724315405
31556,ITW,2019 q4,2010,0.6484261509215503,Andrew M. Casey,0.3875533902943536,male,"Wells Fargo Securities, LLC","('ITW', '2019 q4')",0.0
31557,PCAR,2019 q4,2010,0.7019557113099484,Andrew M. Casey,0.3835431418182248,male,"Wells Fargo Securities, LLC","('PCAR', '2019 q4')",0.0
31558,PH,2019 q4,2010,0.5071700699611716,Andrew M. Casey,0.233448627152419,male,"Wells Fargo Securities, LLC","('PH', '2019 q4')",0.0
31559,CAT,2019 q4,2010,0.7013139583360215,Chad Dillard,0.8091756988005345,male,Deutsche Bank,"('CAT', '2019 q4')",0.0
31560,PWR,2019 q4,2010,0.8654198676757741,Chad Dillard,0.680410716386635,male,Deutsche Bank,"('PWR', '2019 q4')",0.0
31561,URI,2019 q4,2010,0.6649541396660901,Chad Dillard,0.9537008571399151,male,Deutsche Bank,"('URI', '2019 q4')",0.0
31562,CAT,2019 q4,2010,0.7013139583360215,"Mr. Matthew L. Hose, CFA",0.7435756856729887,male,Jefferies,"('CAT', '2019 q4')",0.0
31563,CAT,2019 q4,2010,0.7013139583360215,Mr. Seth Weber,0.2041392613438814,male,RBC Capital Markets,"('CAT', '2019 q4')",0.0
31564,CMI,2019 q4,2010,0.5474113944526524,Mr. Seth Weber,0.2230252891853469,male,RBC Capital Markets,"('CMI', '2019 q4')",0.0
31565,DE,2019 q4,2010,0.5083719801821617,Mr. Seth Weber,0.137813008334201,male,RBC Capital Markets,"('DE', '2019 q4')",0.0
31566,PCAR,2019 q4,2010,0.7019557113099484,Mr. Seth Weber,0.4246107684496009,male,RBC Capital Markets,"('PCAR', '2019 q4')",0.0
31567,CAT,2019 q4,2010,0.7013139583360215,Research Department,0.5903925313510772,Not a person,Trefis,"('CAT', '2019 q4')",0.023804204538464546
31568,GE,2019 q4,2010,0.3833348120806297,Research Department,0.2577273562873436,Not a person,Trefis,"('GE', '2019 q4')",0.0
31569,CAT,2019 q4,2010,0.7013139583360215,Mr. Scott L. Pope,0.8986410534295252,male,"Morningstar, Inc.","('CAT', '2019 q4')",0.0
31570,CMI,2019 q4,2010,0.5474113944526524,Mr. Scott L. Pope,0.8476593879055739,male,"Morningstar, Inc.","('CMI', '2019 q4')",0.0
31571,DE,2019 q4,2010,0.5083719801821617,Mr. Scott L. Pope,0.6480884575372606,male,"Morningstar, Inc.","('DE', '2019 q4')",0.0
31572,PCAR,2019 q4,2010,0.7019557113099484,Mr. Scott L. Pope,0.7475673398406266,male,"Morningstar, Inc.","('PCAR', '2019 q4')",0.0
31573,URI,2019 q4,2010,0.6649541396660901,Mr. Scott L. Pope,0.8187632088213751,male,"Morningstar, Inc.","('URI', '2019 q4')",0.0
31574,DOV,2019 q4,2010,0.5352771310681244,Mr. Nigel E. Coe,0.1896154880823378,male,Wolfe Research,"('DOV', '2019 q4')",0.0
31575,EMR,2019 q4,2010,0.4831973589005381,Mr. Nigel E. Coe,0.2068494069382034,male,Wolfe Research,"('EMR', '2019 q4')",0.005249647423624992
31576,ETN,2019 q4,2010,0.4461738112746609,Mr. Nigel E. Coe,0.1363080656465977,male,Wolfe Research,"('ETN', '2019 q4')",0.007307280786335468
31577,FAST,2019 q4,2010,0.645136878021862,Mr. Nigel E. Coe,0.2682392177474636,male,Wolfe Research,"('FAST', '2019 q4')",0.015643978491425514
31578,GE,2019 q4,2010,0.3833348120806297,Mr. Nigel E. Coe,0.1957005330860244,male,Wolfe Research,"('GE', '2019 q4')",0.0
31579,HON,2019 q4,2010,0.3925081481545119,Mr. Nigel E. Coe,0.182481480588244,male,Wolfe Research,"('HON', '2019 q4')",0.0
31580,ITW,2019 q4,2010,0.6484261509215503,Mr. Nigel E. Coe,0.2810219651875318,male,Wolfe Research,"('ITW', '2019 q4')",0.017056334763765335
31581,JCI,2019 q4,2010,0.597644690966915,Mr. Nigel E. Coe,0.2604127752630577,male,Wolfe Research,"('JCI', '2019 q4')",0.0
31582,MMM,2019 q4,2010,0.6187642545262901,Mr. Nigel E. Coe,0.4442044828138552,male,Wolfe Research,"('MMM', '2019 q4')",0.0
31583,RTX,2019 q4,2010,0.5924400594634209,Mr. Nigel E. Coe,0.4699074396999774,male,Wolfe Research,"('RTX', '2019 q4')",0.008691235445439816
31584,SWK,2019 q4,2010,0.5234912088735771,Mr. Nigel E. Coe,0.2621563173140127,male,Wolfe Research,"('SWK', '2019 q4')",0.0
31585,DOV,2019 q4,2010,0.5352771310681244,Ms. Nicole DeBlase,0.4484871777237446,female,Deutsche Bank,"('DOV', '2019 q4')",0.0
31586,EMR,2019 q4,2010,0.4831973589005381,Ms. Nicole DeBlase,0.4728000932287715,female,Deutsche Bank,"('EMR', '2019 q4')",0.016546307131648064
31587,ETN,2019 q4,2010,0.4461738112746609,Ms. Nicole DeBlase,0.3809236018255648,female,Deutsche Bank,"('ETN', '2019 q4')",0.0061101159080863
31588,GE,2019 q4,2010,0.3833348120806297,Ms. Nicole DeBlase,0.1132177999050839,female,Deutsche Bank,"('GE', '2019 q4')",0.0
31589,HON,2019 q4,2010,0.3925081481545119,Ms. Nicole DeBlase,0.3088123260001045,female,Deutsche Bank,"('HON', '2019 q4')",0.0
31590,IR,2019 q4,2010,0.6301446286828332,Ms. Nicole DeBlase,0.4499458845602375,female,Deutsche Bank,"('IR', '2019 q4')",0.0
31591,ITW,2019 q4,2010,0.6484261509215503,Ms. Nicole DeBlase,0.4464137444270637,female,Deutsche Bank,"('ITW', '2019 q4')",0.0
31592,PH,2019 q4,2010,0.5071700699611716,Ms. Nicole DeBlase,0.446653573676138,female,Deutsche Bank,"('PH', '2019 q4')",0.014658001251518726
31593,ROK,2019 q4,2010,0.6896627280154437,Ms. Nicole DeBlase,0.5806457508557481,female,Deutsche Bank,"('ROK', '2019 q4')",0.0
31594,SWK,2019 q4,2010,0.5234912088735771,Ms. Nicole DeBlase,0.4629244776897847,female,Deutsche Bank,"('SWK', '2019 q4')",0.0
31595,TT,2019 q4,2010,0.6235030937748187,Ms. Nicole DeBlase,0.9536515510902392,female,Deutsche Bank,"('TT', '2019 q4')",0.0
31596,EMR,2019 q4,2010,0.4831973589005381,Shri Puneet Garg,0.2795383881125811,male,HSBC,"('EMR', '2019 q4')",0.0
31597,ETN,2019 q4,2010,0.4461738112746609,Shri Puneet Garg,0.1308378740138333,male,HSBC,"('ETN', '2019 q4')",0.025460874661803246
31598,HON,2019 q4,2010,0.3925081481545119,Shri Puneet Garg,0.1072701163978222,male,HSBC,"('HON', '2019 q4')",0.0
31599,JCI,2019 q4,2010,0.597644690966915,Shri Puneet Garg,0.2375549639778794,male,HSBC,"('JCI', '2019 q4')",0.0
31600,ROK,2019 q4,2010,0.6896627280154437,Shri Puneet Garg,0.3491970989894721,male,HSBC,"('ROK', '2019 q4')",0.04636254161596298
31601,RTX,2019 q4,2010,0.5924400594634209,Shri Puneet Garg,0.1854229048756011,male,HSBC,"('RTX', '2019 q4')",0.0
31602,EMR,2019 q4,2010,0.4831973589005381,Christopher D. Glynn,0.3799965480387726,male,"Oppenheimer & Co., Inc.","('EMR', '2019 q4')",0.0
31603,ETN,2019 q4,2010,0.4461738112746609,Christopher D. Glynn,0.1984343753261523,male,"Oppenheimer & Co., Inc.","('ETN', '2019 q4')",0.0
31604,GE,2019 q4,2010,0.3833348120806297,Christopher D. Glynn,0.1904066277293575,male,"Oppenheimer & Co., Inc.","('GE', '2019 q4')",0.006320976186543703
31605,GWW,2019 q4,2010,0.5665828204208128,Christopher D. Glynn,0.3003408309791784,male,"Oppenheimer & Co., Inc.","('GWW', '2019 q4')",0.0
31606,HON,2019 q4,2010,0.3925081481545119,Christopher D. Glynn,0.3447146379538017,male,"Oppenheimer & Co., Inc.","('HON', '2019 q4')",0.011424291878938675
31607,SNA,2019 q4,2010,0.813302288533991,Christopher D. Glynn,0.6370056801190958,male,"Oppenheimer & Co., Inc.","('SNA', '2019 q4')",0.021809348836541176
31608,EMR,2019 q4,2010,0.4831973589005381,Mr. Nicholas P. Heymann,0.2823215410472476,male,William Blair & Company,"('EMR', '2019 q4')",0.0
31609,ETN,2019 q4,2010,0.4461738112746609,Mr. Nicholas P. Heymann,0.2280238290701953,male,William Blair & Company,"('ETN', '2019 q4')",0.0
31610,GE,2019 q4,2010,0.3833348120806297,Mr. Nicholas P. Heymann,0.1393943800005478,male,William Blair & Company,"('GE', '2019 q4')",0.0
31611,HON,2019 q4,2010,0.3925081481545119,Mr. Nicholas P. Heymann,0.2201437435720589,male,William Blair & Company,"('HON', '2019 q4')",0.0
31612,MMM,2019 q4,2010,0.6187642545262901,Mr. Nicholas P. Heymann,0.3528016485937378,male,William Blair & Company,"('MMM', '2019 q4')",0.0
31613,ROK,2019 q4,2010,0.6896627280154437,Mr. Nicholas P. Heymann,0.3188595740092586,male,William Blair & Company,"('ROK', '2019 q4')",0.0
31614,TT,2019 q4,2010,0.6235030937748187,Mr. Nicholas P. Heymann,0.3215157933945449,male,William Blair & Company,"('TT', '2019 q4')",0.0
31615,WAB,2019 q4,2010,0.5021901745398436,Mr. Nicholas P. Heymann,0.1624472822279924,male,William Blair & Company,"('WAB', '2019 q4')",0.0
31616,EMR,2019 q4,2010,0.4831973589005381,Mr. Gautam J. Khanna,0.2118279786407514,male,Cowen and Company,"('EMR', '2019 q4')",0.0
31617,HII,2019 q4,2010,0.3939520117328157,Mr. Gautam J. Khanna,0.1854985789174701,male,Cowen and Company,"('HII', '2019 q4')",0.0
31618,HWM,2019 q4,2010,0.5878304704457156,Mr. Gautam J. Khanna,0.404255661532346,male,Cowen and Company,"('HWM', '2019 q4')",0.01234413031488657
31619,JCI,2019 q4,2010,0.597644690966915,Mr. Gautam J. Khanna,0.2136464770555865,male,Cowen and Company,"('JCI', '2019 q4')",0.0
31620,LHX,2019 q4,2010,0.7877529808355406,Mr. Gautam J. Khanna,0.6169229107538319,male,Cowen and Company,"('LHX', '2019 q4')",0.0
31621,EMR,2019 q4,2010,0.4831973589005381,"Mr. John F. Walsh, Jr",0.3118994271196521,male,Credit Suisse,"('EMR', '2019 q4')",0.0
31622,GD,2019 q4,2010,0.5972401098772058,"Mr. John F. Walsh, Jr",0.4463223136274107,male,Credit Suisse,"('GD', '2019 q4')",0.0
31623,GE,2019 q4,2010,0.3833348120806297,"Mr. John F. Walsh, Jr",0.1597396943371544,male,Credit Suisse,"('GE', '2019 q4')",0.0
31624,JCI,2019 q4,2010,0.597644690966915,"Mr. John F. Walsh, Jr",0.3751361154523164,male,Credit Suisse,"('JCI', '2019 q4')",0.0
31625,ETN,2019 q4,2010,0.4461738112746609,Vraj Patel,0.2431884304985509,male,Jefferies,"('ETN', '2019 q4')",0.0
31626,ETN,2019 q4,2010,0.4461738112746609,Virginia M. Chambless,0.4685606662775861,female,JPMorgan Econ & FI,"('ETN', '2019 q4')",0.03786443546414375
31627,LMT,2019 q4,2010,0.586604325783395,Virginia M. Chambless,0.4384384673059426,female,JPMorgan Econ & FI,"('LMT', '2019 q4')",0.018374836072325706
31628,MMM,2019 q4,2010,0.6187642545262901,Virginia M. Chambless,0.546176825188508,female,JPMorgan Econ & FI,"('MMM', '2019 q4')",0.0
31629,FAST,2019 q4,2010,0.645136878021862,Mr. Blake Hirschman,0.299127910948538,male,Stephens Inc.,"('FAST', '2019 q4')",0.0
31630,GWW,2019 q4,2010,0.5665828204208128,Mr. Blake Hirschman,0.3146371196809796,male,Stephens Inc.,"('GWW', '2019 q4')",0.020836949348449707
31631,FAST,2019 q4,2010,0.645136878021862,"Ryan J. Merkel, CFA",0.4547940206971838,male,William Blair & Company,"('FAST', '2019 q4')",0.0
31632,GWW,2019 q4,2010,0.5665828204208128,"Ryan J. Merkel, CFA",0.3759514247306591,male,William Blair & Company,"('GWW', '2019 q4')",0.0
31633,FBHS,2019 q4,2010,0.5744675390809744,Matthew A. Bouley,0.2199814598257011,male,Barclays,"('FBHS', '2019 q4')",0.0
31634,MAS,2019 q4,2010,0.5224427174838795,Matthew A. Bouley,0.3188932356433883,male,Barclays,"('MAS', '2019 q4')",0.0
31635,FBHS,2019 q4,2010,0.5744675390809744,Michael Dahl,0.2427876033999802,male,RBC Capital Markets,"('FBHS', '2019 q4')",0.0
31636,MAS,2019 q4,2010,0.5224427174838795,Michael Dahl,0.2179798420079647,male,RBC Capital Markets,"('MAS', '2019 q4')",0.0
31637,FBHS,2019 q4,2010,0.5744675390809744,Keith B. Hughes,0.1774956320623516,male,SunTrust Robinson Humphrey Capital Markets,"('FBHS', '2019 q4')",0.00894587766379118
31638,MAS,2019 q4,2010,0.5224427174838795,Keith B. Hughes,0.3467146460053874,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2019 q4')",0.015455575349430243
31639,FBHS,2019 q4,2010,0.5744675390809744,"Philip H. Ng, CFA",0.4233938323247584,male,Jefferies,"('FBHS', '2019 q4')",0.0
31640,FBHS,2019 q4,2010,0.5744675390809744,Mr. Stephen S. Kim,0.296316086493678,male,EVERCORE ISI,"('FBHS', '2019 q4')",0.0
31641,MAS,2019 q4,2010,0.5224427174838795,Mr. Stephen S. Kim,0.540202647028833,male,EVERCORE ISI,"('MAS', '2019 q4')",0.0
31642,FBHS,2019 q4,2010,0.5744675390809744,"John Lovallo, II",0.4698008590992586,male,BofA Global Research,"('FBHS', '2019 q4')",0.017268371768295765
31643,MAS,2019 q4,2010,0.5224427174838795,"John Lovallo, II",0.5048639151358356,male,BofA Global Research,"('MAS', '2019 q4')",0.0
31644,FBHS,2019 q4,2010,0.5744675390809744,Seldon Clarke,0.22808598627122,male,Deutsche Bank,"('FBHS', '2019 q4')",0.0
31645,MAS,2019 q4,2010,0.5224427174838795,Seldon Clarke,0.2318488011724555,male,Deutsche Bank,"('MAS', '2019 q4')",0.0
31646,GD,2019 q4,2010,0.5972401098772058,Krzysztof Smalec,0.7571634274039701,male,"Morningstar, Inc.","('GD', '2019 q4')",0.0
31647,IEX,2019 q4,2010,0.6834094939636094,Krzysztof Smalec,0.7600674417212008,male,"Morningstar, Inc.","('IEX', '2019 q4')",0.0
31648,PNR,2019 q4,2010,0.786134909774296,Krzysztof Smalec,0.7544355257800908,male,"Morningstar, Inc.","('PNR', '2019 q4')",0.0
31649,GE,2019 q4,2010,0.3833348120806297,"Mr. Justin L. Bergner, CFA",0.1346574575435518,male,Gabelli & Company,"('GE', '2019 q4')",0.0
31650,GWW,2019 q4,2010,0.5665828204208128,"Mr. Justin L. Bergner, CFA",0.2333358811772065,male,Gabelli & Company,"('GWW', '2019 q4')",0.012267731130123138
31651,SWK,2019 q4,2010,0.5234912088735771,"Mr. Justin L. Bergner, CFA",0.3378648476912975,male,Gabelli & Company,"('SWK', '2019 q4')",0.0
31652,HWM,2019 q4,2010,0.5878304704457156,"Mr. Curt R. Woodworth, CFA",0.46933022156476,male,Credit Suisse,"('HWM', '2019 q4')",0.005309408064931631
31653,HWM,2019 q4,2010,0.5878304704457156,Mr. Andrew Lane,0.7351640773853887,male,"Morningstar, Inc.","('HWM', '2019 q4')",0.0
31654,HWM,2019 q4,2010,0.5878304704457156,"Mr. Paretosh Misra, PHD",0.277574360259208,male,Berenberg,"('HWM', '2019 q4')",0.0
31655,IEX,2019 q4,2010,0.6834094939636094,Mr. Michael Gaugler,0.6130170621146592,male,Janney Montgomery Scott LLC,"('IEX', '2019 q4')",0.05351496487855911
31656,IR,2019 q4,2010,0.6301446286828332,Mr. William A. Herbert,0.5982570460587585,male,Piper Sandler Companies,"('IR', '2019 q4')",0.0
31657,IR,2019 q4,2010,0.6301446286828332,Gregory Lewis,0.5634788142750664,male,BTIG,"('IR', '2019 q4')",0.0
31658,LHX,2019 q4,2010,0.7877529808355406,Michael Ciarmoli,0.5403632687293421,male,SunTrust Robinson Humphrey Capital Markets,"('LHX', '2019 q4')",0.0
31659,TDG,2019 q4,2010,0.6572371283918592,Michael Ciarmoli,0.2181762482686536,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2019 q4')",0.0
31660,MMM,2019 q4,2010,0.6187642545262901,"Brian K. Langenberg, CFA",0.3318818956953495,male,Langenberg & Co,"('MMM', '2019 q4')",0.015850450843572617
31661,NOC,2019 q4,2010,0.5630844379106577,"Mr. Cai Von Rumohr, CFA",0.3079848327543196,male,Cowen and Company,"('NOC', '2019 q4')",0.0
31662,RTX,2019 q4,2010,0.5924400594634209,"Mr. Cai Von Rumohr, CFA",0.2416330791668842,male,Cowen and Company,"('RTX', '2019 q4')",0.0129865906201303
31663,TXT,2019 q4,2010,0.7141096434665335,"Mr. Cai Von Rumohr, CFA",0.4773753364099476,male,Cowen and Company,"('TXT', '2019 q4')",0.0
31664,NOC,2019 q4,2010,0.5630844379106577,Mr. Keith Schoonmaker,0.5808047553591265,male,"Morningstar, Inc.","('NOC', '2019 q4')",0.0
31665,PCAR,2019 q4,2010,0.7019557113099484,Mr. Ravindra kulkarni,0.6763403277580531,male,Crispidea,"('PCAR', '2019 q4')",0.0
31666,PNR,2019 q4,2010,0.786134909774296,Mr. Joseph C. Giordano,0.8376440887002119,male,Cowen and Company,"('PNR', '2019 q4')",0.0
31667,PNR,2019 q4,2010,0.786134909774296,"Brian P. Drab, CFA",0.4706144996013241,male,William Blair & Company,"('PNR', '2019 q4')",0.0
31668,SNA,2019 q4,2010,0.813302288533991,Gary Prestopino,0.8097049562997235,male,Barrington Research Associates,"('SNA', '2019 q4')",0.0
31669,SNA,2019 q4,2010,0.813302288533991,"Curtis Nagle, CFA",0.6222577222415566,male,BofA Global Research,"('SNA', '2019 q4')",0.012198487296700478
31670,SNA,2019 q4,2010,0.813302288533991,Richard Hilgert,0.8507905175500285,male,"Morningstar, Inc.","('SNA', '2019 q4')",0.008016020990908146
31671,SNA,2019 q4,2010,0.813302288533991,"Mr. Bret D. Jordan, CFA, CFA",0.5183224625956476,male,Jefferies,"('SNA', '2019 q4')",0.0
31672,SWK,2019 q4,2010,0.5234912088735771,Markus Mittermaier,0.2348637311366378,male,UBS Equities,"('SWK', '2019 q4')",0.0
31673,SWK,2019 q4,2010,0.5234912088735771,Mr. Thomas Hayes,0.463063638529797,male,Northcoast Research,"('SWK', '2019 q4')",0.0
31674,TDG,2019 q4,2010,0.6572371283918592,"Elliott L. Schlang, CFA",0.2959708303815833,male,Great Lakes/Wellington Shields,"('TDG', '2019 q4')",0.0
31675,WAB,2019 q4,2010,0.5021901745398436,"Elliott L. Schlang, CFA",0.2064194910874417,male,Great Lakes/Wellington Shields,"('WAB', '2019 q4')",0.0
31676,TDG,2019 q4,2010,0.6572371283918592,Ross Law,0.4449591935944846,male,Berenberg,"('TDG', '2019 q4')",0.017632795497775078
31677,TT,2019 q4,2010,0.6235030937748187,"Mr. Stephen Tusa, Jr, CFA",0.3986229318437194,male,JPMorgan,"('TT', '2019 q4')",0.0
31678,TT,2019 q4,2010,0.6235030937748187,Mr. Joel G. Tiss,0.2530513501176893,male,BMO Capital Markets,"('TT', '2019 q4')",0.0
31679,URI,2019 q4,2010,0.6649541396660901,Will Kirkness,0.3628385401177255,male,Jefferies,"('URI', '2019 q4')",0.004604790359735489
31680,URI,2019 q4,2010,0.6649541396660901,Mr. John Healy,0.4819287802434676,male,Northcoast Research,"('URI', '2019 q4')",0.0
31681,WAB,2019 q4,2010,0.5021901745398436,Mr. Ken S. Hoexter,0.2458069832936519,male,BofA Global Research,"('WAB', '2019 q4')",0.0
31682,WAB,2019 q4,2010,0.5021901745398436,Mr. Scott H. Group,0.3276938522674789,male,Wolfe Research,"('WAB', '2019 q4')",0.0
31683,WAB,2019 q4,2010,0.5021901745398436,Justin T. Long,0.2986804664697792,male,Stephens Inc.,"('WAB', '2019 q4')",0.0
31684,WAB,2019 q4,2010,0.5021901745398436,Matthew Elkott,0.2339933259302988,male,Cowen and Company,"('WAB', '2019 q4')",0.023711737245321274
31685,ALLE,2020 q1,2010,0.7465729716762011,Mr. Joshua C. Pokrzywinski,0.6437966318035909,male,Morgan Stanley,"('ALLE', '2020 q1')",0.0
31686,AME,2020 q1,2010,0.6028788647652059,Mr. Joshua C. Pokrzywinski,0.4965508448110853,male,Morgan Stanley,"('AME', '2020 q1')",0.0
31687,EMR,2020 q1,2010,0.5864782682701655,Mr. Joshua C. Pokrzywinski,0.3965208247705223,male,Morgan Stanley,"('EMR', '2020 q1')",0.0025171637535095215
31688,ETN,2020 q1,2010,0.5437022678216896,Mr. Joshua C. Pokrzywinski,0.2571831933786218,male,Morgan Stanley,"('ETN', '2020 q1')",0.0
31689,FAST,2020 q1,2010,0.6384473652659622,Mr. Joshua C. Pokrzywinski,0.5423610889798607,male,Morgan Stanley,"('FAST', '2020 q1')",0.010911949910223484
31690,FLS,2020 q1,2010,0.6773310449904486,Mr. Joshua C. Pokrzywinski,0.4988110772014528,male,Morgan Stanley,"('FLS', '2020 q1')",0.0
31691,GD,2020 q1,2010,0.5703233956632501,Mr. Joshua C. Pokrzywinski,0.3551352346585473,male,Morgan Stanley,"('GD', '2020 q1')",0.0
31692,GE,2020 q1,2010,0.4241514101457871,Mr. Joshua C. Pokrzywinski,0.3749121600413649,male,Morgan Stanley,"('GE', '2020 q1')",0.0
31693,HON,2020 q1,2010,0.4581255916547608,Mr. Joshua C. Pokrzywinski,0.392731330831514,male,Morgan Stanley,"('HON', '2020 q1')",0.0
31694,IR,2020 q1,2010,0.7103076783982984,Mr. Joshua C. Pokrzywinski,0.399548915705761,male,Morgan Stanley,"('IR', '2020 q1')",0.0
31695,ITW,2020 q1,2010,0.682204009973042,Mr. Joshua C. Pokrzywinski,0.478807943246011,male,Morgan Stanley,"('ITW', '2020 q1')",0.0
31696,JCI,2020 q1,2010,0.7725798262629326,Mr. Joshua C. Pokrzywinski,0.5876701827425505,male,Morgan Stanley,"('JCI', '2020 q1')",0.0
31697,MMM,2020 q1,2010,0.7337812959772096,Mr. Joshua C. Pokrzywinski,0.4668240599832284,male,Morgan Stanley,"('MMM', '2020 q1')",0.0
31698,PNR,2020 q1,2010,0.6256980892243162,Mr. Joshua C. Pokrzywinski,0.4919318642682403,male,Morgan Stanley,"('PNR', '2020 q1')",0.0
31699,SWK,2020 q1,2010,0.6503339911936152,Mr. Joshua C. Pokrzywinski,0.5659649458704025,male,Morgan Stanley,"('SWK', '2020 q1')",0.0
31700,ALLE,2020 q1,2010,0.7465729716762011,Brian Bernard,0.7923849592346057,male,"Morningstar, Inc.","('ALLE', '2020 q1')",0.0
31701,FAST,2020 q1,2010,0.6384473652659622,Brian Bernard,0.7452063551622057,male,"Morningstar, Inc.","('FAST', '2020 q1')",0.0
31702,FBHS,2020 q1,2010,0.6034076330698551,Brian Bernard,0.8380521207582609,male,"Morningstar, Inc.","('FBHS', '2020 q1')",0.0
31703,GWW,2020 q1,2010,0.5391620748738069,Brian Bernard,0.7203950618568548,male,"Morningstar, Inc.","('GWW', '2020 q1')",0.0
31704,JCI,2020 q1,2010,0.7725798262629326,Brian Bernard,0.8853561436067087,male,"Morningstar, Inc.","('JCI', '2020 q1')",0.0
31705,MAS,2020 q1,2010,0.6624244258009166,Brian Bernard,0.618373482867486,male,"Morningstar, Inc.","('MAS', '2020 q1')",0.0
31706,TT,2020 q1,2010,0.6557205664430072,Brian Bernard,0.7073293610127628,male,"Morningstar, Inc.","('TT', '2020 q1')",0.0
31707,ALLE,2020 q1,2010,0.7465729716762011,Matthew Miller,0.6847025689170666,male,CFRA Equity Research,"('ALLE', '2020 q1')",0.0
31708,AOS,2020 q1,2010,0.5519093880327317,Matthew Miller,0.4993370442112502,male,CFRA Equity Research,"('AOS', '2020 q1')",0.0
31709,FBHS,2020 q1,2010,0.6034076330698551,Matthew Miller,0.6628488049591801,male,CFRA Equity Research,"('FBHS', '2020 q1')",0.0
31710,HWM,2020 q1,2010,0.6759232460449377,Matthew Miller,0.7541490014330956,male,CFRA Equity Research,"('HWM', '2020 q1')",0.0
31711,JCI,2020 q1,2010,0.7725798262629326,Matthew Miller,0.8270883916145829,male,CFRA Equity Research,"('JCI', '2020 q1')",0.0
31712,MAS,2020 q1,2010,0.6624244258009166,Matthew Miller,0.5860124543997227,male,CFRA Equity Research,"('MAS', '2020 q1')",0.0
31713,ALLE,2020 q1,2010,0.7465729716762011,"Mr. John F. Walsh, Jr",0.412277542535433,male,Credit Suisse,"('ALLE', '2020 q1')",0.00603364547714591
31714,EMR,2020 q1,2010,0.5864782682701655,"Mr. John F. Walsh, Jr",0.3831252956201601,male,Credit Suisse,"('EMR', '2020 q1')",0.0
31715,HON,2020 q1,2010,0.4581255916547608,"Mr. John F. Walsh, Jr",0.2602099516686906,male,Credit Suisse,"('HON', '2020 q1')",0.0
31716,ROK,2020 q1,2010,0.7054686555133709,"Mr. John F. Walsh, Jr",0.824691381825534,male,Credit Suisse,"('ROK', '2020 q1')",0.0
31717,RTX,2020 q1,2010,0.5479999568484255,"Mr. John F. Walsh, Jr",0.3235901666380103,male,Credit Suisse,"('RTX', '2020 q1')",0.0
31718,ALLE,2020 q1,2010,0.7465729716762011,Mr. Andrew B. Obin,0.6164978051179956,male,BofA Global Research,"('ALLE', '2020 q1')",0.03333333507180214
31719,AME,2020 q1,2010,0.6028788647652059,Mr. Andrew B. Obin,0.3115649964660011,male,BofA Global Research,"('AME', '2020 q1')",0.0
31720,DOV,2020 q1,2010,0.6449695414559656,Mr. Andrew B. Obin,0.2888411779241508,male,BofA Global Research,"('DOV', '2020 q1')",0.0
31721,EMR,2020 q1,2010,0.5864782682701655,Mr. Andrew B. Obin,0.2057693451446728,male,BofA Global Research,"('EMR', '2020 q1')",0.0
31722,GD,2020 q1,2010,0.5703233956632501,Mr. Andrew B. Obin,0.4258088162884201,male,BofA Global Research,"('GD', '2020 q1')",0.0
31723,GE,2020 q1,2010,0.4241514101457871,Mr. Andrew B. Obin,0.1311696155498242,male,BofA Global Research,"('GE', '2020 q1')",0.0
31724,HON,2020 q1,2010,0.4581255916547608,Mr. Andrew B. Obin,0.1221748985869481,male,BofA Global Research,"('HON', '2020 q1')",0.0
31725,MMM,2020 q1,2010,0.7337812959772096,Mr. Andrew B. Obin,0.4255616223622511,male,BofA Global Research,"('MMM', '2020 q1')",0.0
31726,PH,2020 q1,2010,0.653520906914705,Mr. Andrew B. Obin,0.2248664778454445,male,BofA Global Research,"('PH', '2020 q1')",0.02587175089865923
31727,PNR,2020 q1,2010,0.6256980892243162,Mr. Andrew B. Obin,0.3347189585222638,male,BofA Global Research,"('PNR', '2020 q1')",0.0
31728,TT,2020 q1,2010,0.6557205664430072,Mr. Andrew B. Obin,0.3247897597332093,male,BofA Global Research,"('TT', '2020 q1')",0.0
31729,ALLE,2020 q1,2010,0.7465729716762011,SADIF Research,0.972488451675108,Not a person,Sadif Analytics Prime,"('ALLE', '2020 q1')",0.9620913863182068
31730,HII,2020 q1,2010,0.6852951723542002,SADIF Research,0.9797233964026346,Not a person,Sadif Analytics Prime,"('HII', '2020 q1')",0.9279542565345764
31731,IEX,2020 q1,2010,0.5859562670127297,SADIF Research,0.9090958503840996,Not a person,Sadif Analytics Prime,"('IEX', '2020 q1')",0.9791502952575684
31732,IR,2020 q1,2010,0.7103076783982984,SADIF Research,0.9670808973012536,Not a person,Sadif Analytics Prime,"('IR', '2020 q1')",0.9227752089500427
31733,LHX,2020 q1,2010,0.6943855396687455,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LHX', '2020 q1')",0.9782270789146423
31734,MMM,2020 q1,2010,0.7337812959772096,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MMM', '2020 q1')",0.9783862233161926
31735,NOC,2020 q1,2010,0.7403814797518656,SADIF Research,0.9769701671317113,Not a person,Sadif Analytics Prime,"('NOC', '2020 q1')",0.9779008626937866
31736,PH,2020 q1,2010,0.653520906914705,SADIF Research,0.9944379403635716,Not a person,Sadif Analytics Prime,"('PH', '2020 q1')",0.9799297451972961
31737,TT,2020 q1,2010,0.6557205664430072,SADIF Research,0.994116468854874,Not a person,Sadif Analytics Prime,"('TT', '2020 q1')",0.9789264798164368
31738,URI,2020 q1,2010,0.8363406142779541,SADIF Research,0.976410084311618,Not a person,Sadif Analytics Prime,"('URI', '2020 q1')",0.9357231259346008
31739,WAB,2020 q1,2010,0.5248894769206935,SADIF Research,0.9573041656590408,Not a person,Sadif Analytics Prime,"('WAB', '2020 q1')",0.8980758190155029
31740,ALLE,2020 q1,2010,0.7465729716762011,Deepa Raghavan,0.4875141075640144,female,"Wells Fargo Securities, LLC","('ALLE', '2020 q1')",0.0
31741,EMR,2020 q1,2010,0.5864782682701655,Deepa Raghavan,0.2789136455283177,female,"Wells Fargo Securities, LLC","('EMR', '2020 q1')",0.0
31742,JCI,2020 q1,2010,0.7725798262629326,Deepa Raghavan,0.7028654554808511,female,"Wells Fargo Securities, LLC","('JCI', '2020 q1')",0.03333333507180214
31743,ROK,2020 q1,2010,0.7054686555133709,Deepa Raghavan,0.3854489909356548,female,"Wells Fargo Securities, LLC","('ROK', '2020 q1')",0.0
31744,TT,2020 q1,2010,0.6557205664430072,Deepa Raghavan,0.3716980712447669,female,"Wells Fargo Securities, LLC","('TT', '2020 q1')",0.0
31745,ALLE,2020 q1,2010,0.7465729716762011,Mr. Jeffrey T. Kessler,0.4582025489928488,male,"Imperial Capital, LLC","('ALLE', '2020 q1')",0.015167197212576866
31746,AME,2020 q1,2010,0.6028788647652059,Joshua Aguilar,0.6325233564937424,male,"Morningstar, Inc.","('AME', '2020 q1')",0.009523810020514898
31747,DOV,2020 q1,2010,0.6449695414559656,Joshua Aguilar,0.8358410671312466,male,"Morningstar, Inc.","('DOV', '2020 q1')",0.0
31748,EMR,2020 q1,2010,0.5864782682701655,Joshua Aguilar,0.5446605090493079,male,"Morningstar, Inc.","('EMR', '2020 q1')",0.0
31749,ETN,2020 q1,2010,0.5437022678216896,Joshua Aguilar,0.5253671908448151,male,"Morningstar, Inc.","('ETN', '2020 q1')",0.014285715030772346
31750,GE,2020 q1,2010,0.4241514101457871,Joshua Aguilar,0.4357085718674665,male,"Morningstar, Inc.","('GE', '2020 q1')",0.005555555845300357
31751,HON,2020 q1,2010,0.4581255916547608,Joshua Aguilar,0.5221292219805002,male,"Morningstar, Inc.","('HON', '2020 q1')",0.006666667014360428
31752,ITW,2020 q1,2010,0.682204009973042,Joshua Aguilar,0.807849288880045,male,"Morningstar, Inc.","('ITW', '2020 q1')",0.005275838077068329
31753,LMT,2020 q1,2010,0.560256500716862,Joshua Aguilar,0.5267178064319129,male,"Morningstar, Inc.","('LMT', '2020 q1')",0.0
31754,MMM,2020 q1,2010,0.7337812959772096,Joshua Aguilar,0.7510905279658339,male,"Morningstar, Inc.","('MMM', '2020 q1')",0.009671419326748167
31755,NOC,2020 q1,2010,0.7403814797518656,Joshua Aguilar,0.4985194305157692,male,"Morningstar, Inc.","('NOC', '2020 q1')",0.0
31756,PH,2020 q1,2010,0.653520906914705,Joshua Aguilar,0.6649476469275357,male,"Morningstar, Inc.","('PH', '2020 q1')",0.0
31757,ROK,2020 q1,2010,0.7054686555133709,Joshua Aguilar,0.7050489717346442,male,"Morningstar, Inc.","('ROK', '2020 q1')",0.0
31758,ROP,2020 q1,2010,0.6676752769731504,Joshua Aguilar,0.6319365046854846,male,"Morningstar, Inc.","('ROP', '2020 q1')",0.011111111690600714
31759,RTX,2020 q1,2010,0.5479999568484255,Joshua Aguilar,0.5058202416597724,male,"Morningstar, Inc.","('RTX', '2020 q1')",0.0
31760,AME,2020 q1,2010,0.6028788647652059,"Brian K. Langenberg, CFA",0.7751583373103003,male,Langenberg & Co,"('AME', '2020 q1')",0.01654994487762451
31761,AME,2020 q1,2010,0.6028788647652059,"Allison A. Poliniak-Cusic, CFA",0.3082829636185494,female,"Wells Fargo Securities, LLC","('AME', '2020 q1')",0.0
31762,IEX,2020 q1,2010,0.5859562670127297,"Allison A. Poliniak-Cusic, CFA",0.3216573381689749,female,"Wells Fargo Securities, LLC","('IEX', '2020 q1')",0.0
31763,ROP,2020 q1,2010,0.6676752769731504,"Allison A. Poliniak-Cusic, CFA",0.4259602500398066,female,"Wells Fargo Securities, LLC","('ROP', '2020 q1')",0.0
31764,WAB,2020 q1,2010,0.5248894769206935,"Allison A. Poliniak-Cusic, CFA",0.2461964785504638,female,"Wells Fargo Securities, LLC","('WAB', '2020 q1')",0.0
31765,AME,2020 q1,2010,0.6028788647652059,Christopher D. Glynn,0.2870969594053468,male,"Oppenheimer & Co., Inc.","('AME', '2020 q1')",0.0
31766,EMR,2020 q1,2010,0.5864782682701655,Christopher D. Glynn,0.378706376379932,male,"Oppenheimer & Co., Inc.","('EMR', '2020 q1')",0.0
31767,ETN,2020 q1,2010,0.5437022678216896,Christopher D. Glynn,0.4488106113747312,male,"Oppenheimer & Co., Inc.","('ETN', '2020 q1')",0.0
31768,ROP,2020 q1,2010,0.6676752769731504,Christopher D. Glynn,0.4563449683103441,male,"Oppenheimer & Co., Inc.","('ROP', '2020 q1')",0.0
31769,SNA,2020 q1,2010,0.6718022524746491,Christopher D. Glynn,0.4842312232500609,male,"Oppenheimer & Co., Inc.","('SNA', '2020 q1')",0.011750612407922745
31770,AME,2020 q1,2010,0.6028788647652059,Mr. Andrew E. E. Buscaglia,0.2433982888816896,male,Berenberg,"('AME', '2020 q1')",0.0
31771,GD,2020 q1,2010,0.5703233956632501,Mr. Andrew E. E. Buscaglia,0.2566952951116891,male,Berenberg,"('GD', '2020 q1')",0.0
31772,IEX,2020 q1,2010,0.5859562670127297,Mr. Andrew E. E. Buscaglia,0.3250637960047689,male,Berenberg,"('IEX', '2020 q1')",0.018503306433558464
31773,AME,2020 q1,2010,0.6028788647652059,Elizabeth Vermillion,0.7510534677488042,female,CFRA Equity Research,"('AME', '2020 q1')",0.0
31774,CAT,2020 q1,2010,0.6459624242566089,Elizabeth Vermillion,0.585843957136773,female,CFRA Equity Research,"('CAT', '2020 q1')",0.0
31775,CMI,2020 q1,2010,0.5723254058094829,Elizabeth Vermillion,0.6037551235687583,female,CFRA Equity Research,"('CMI', '2020 q1')",0.0
31776,DE,2020 q1,2010,0.5722825937907067,Elizabeth Vermillion,0.6295767903513978,female,CFRA Equity Research,"('DE', '2020 q1')",0.0
31777,DOV,2020 q1,2010,0.6449695414559656,Elizabeth Vermillion,0.6867146141986313,female,CFRA Equity Research,"('DOV', '2020 q1')",0.0
31778,EMR,2020 q1,2010,0.5864782682701655,Elizabeth Vermillion,0.7444773887655745,female,CFRA Equity Research,"('EMR', '2020 q1')",0.0
31779,ETN,2020 q1,2010,0.5437022678216896,Elizabeth Vermillion,0.7162174995801124,female,CFRA Equity Research,"('ETN', '2020 q1')",0.0
31780,FAST,2020 q1,2010,0.6384473652659622,Elizabeth Vermillion,0.6480935706869329,female,CFRA Equity Research,"('FAST', '2020 q1')",0.0
31781,FLS,2020 q1,2010,0.6773310449904486,Elizabeth Vermillion,0.8838734965427831,female,CFRA Equity Research,"('FLS', '2020 q1')",0.0
31782,GD,2020 q1,2010,0.5703233956632501,Elizabeth Vermillion,0.9106322610515746,female,CFRA Equity Research,"('GD', '2020 q1')",0.0
31783,GWW,2020 q1,2010,0.5391620748738069,Elizabeth Vermillion,0.7552933544181505,female,CFRA Equity Research,"('GWW', '2020 q1')",0.0
31784,ITW,2020 q1,2010,0.682204009973042,Elizabeth Vermillion,0.7474002942525723,female,CFRA Equity Research,"('ITW', '2020 q1')",0.0
31785,PCAR,2020 q1,2010,0.5464132037717273,Elizabeth Vermillion,0.6993436636369288,female,CFRA Equity Research,"('PCAR', '2020 q1')",0.0
31786,PH,2020 q1,2010,0.653520906914705,Elizabeth Vermillion,0.7018056046616181,female,CFRA Equity Research,"('PH', '2020 q1')",0.0
31787,PNR,2020 q1,2010,0.6256980892243162,Elizabeth Vermillion,0.854443894703934,female,CFRA Equity Research,"('PNR', '2020 q1')",0.0
31788,PWR,2020 q1,2010,0.9610705188511725,Elizabeth Vermillion,0.9610705188511725,female,CFRA Equity Research,"('PWR', '2020 q1')",0.0
31789,ROK,2020 q1,2010,0.7054686555133709,Elizabeth Vermillion,0.8240939651553147,female,CFRA Equity Research,"('ROK', '2020 q1')",0.0
31790,SNA,2020 q1,2010,0.6718022524746491,Elizabeth Vermillion,0.6751499175496105,female,CFRA Equity Research,"('SNA', '2020 q1')",0.0
31791,SWK,2020 q1,2010,0.6503339911936152,Elizabeth Vermillion,0.7104394476253305,female,CFRA Equity Research,"('SWK', '2020 q1')",0.0
31792,TT,2020 q1,2010,0.6557205664430072,Elizabeth Vermillion,0.7966005400536772,female,CFRA Equity Research,"('TT', '2020 q1')",0.0
31793,URI,2020 q1,2010,0.8363406142779541,Elizabeth Vermillion,0.7058155542417338,female,CFRA Equity Research,"('URI', '2020 q1')",0.0
31794,WAB,2020 q1,2010,0.5248894769206935,Elizabeth Vermillion,0.8052522298960022,female,CFRA Equity Research,"('WAB', '2020 q1')",0.0
31795,AME,2020 q1,2010,0.6028788647652059,"Mr. Deane Dray, CFA",0.2196462908207749,male,RBC Capital Markets,"('AME', '2020 q1')",0.0
31796,DOV,2020 q1,2010,0.6449695414559656,"Mr. Deane Dray, CFA",0.332299889050462,male,RBC Capital Markets,"('DOV', '2020 q1')",0.0
31797,EMR,2020 q1,2010,0.5864782682701655,"Mr. Deane Dray, CFA",0.1879705272380908,male,RBC Capital Markets,"('EMR', '2020 q1')",0.0
31798,ETN,2020 q1,2010,0.5437022678216896,"Mr. Deane Dray, CFA",0.1006312194380714,male,RBC Capital Markets,"('ETN', '2020 q1')",0.0
31799,GD,2020 q1,2010,0.5703233956632501,"Mr. Deane Dray, CFA",0.2635719591371148,male,RBC Capital Markets,"('GD', '2020 q1')",0.0
31800,GE,2020 q1,2010,0.4241514101457871,"Mr. Deane Dray, CFA",0.0933280616167748,male,RBC Capital Markets,"('GE', '2020 q1')",0.0
31801,GWW,2020 q1,2010,0.5391620748738069,"Mr. Deane Dray, CFA",0.2582510089825761,male,RBC Capital Markets,"('GWW', '2020 q1')",0.0
31802,HON,2020 q1,2010,0.4581255916547608,"Mr. Deane Dray, CFA",0.1130859198545205,male,RBC Capital Markets,"('HON', '2020 q1')",0.0
31803,IEX,2020 q1,2010,0.5859562670127297,"Mr. Deane Dray, CFA",0.2166115728862483,male,RBC Capital Markets,"('IEX', '2020 q1')",0.0
31804,PNR,2020 q1,2010,0.6256980892243162,"Mr. Deane Dray, CFA",0.2654694261799386,male,RBC Capital Markets,"('PNR', '2020 q1')",0.0
31805,ROP,2020 q1,2010,0.6676752769731504,"Mr. Deane Dray, CFA",0.3447092761724649,male,RBC Capital Markets,"('ROP', '2020 q1')",0.0
31806,TT,2020 q1,2010,0.6557205664430072,"Mr. Deane Dray, CFA",0.1897347582959952,male,RBC Capital Markets,"('TT', '2020 q1')",0.0
31807,AME,2020 q1,2010,0.6028788647652059,Mr. Naman Jain,0.5642268670678542,male,Crispidea,"('AME', '2020 q1')",0.0
31808,BA,2020 q1,2010,0.5155440066969803,Mr. Naman Jain,0.4348087516020873,male,Crispidea,"('BA', '2020 q1')",0.02248310437425971
31809,CAT,2020 q1,2010,0.6459624242566089,Mr. Naman Jain,0.6325566481214634,male,Crispidea,"('CAT', '2020 q1')",0.0
31810,CMI,2020 q1,2010,0.5723254058094829,Mr. Naman Jain,0.5287883612442765,male,Crispidea,"('CMI', '2020 q1')",0.0
31811,DE,2020 q1,2010,0.5722825937907067,Mr. Naman Jain,0.6083523231169994,male,Crispidea,"('DE', '2020 q1')",0.0
31812,DOV,2020 q1,2010,0.6449695414559656,Mr. Naman Jain,0.6293293719914096,male,Crispidea,"('DOV', '2020 q1')",0.0
31813,EMR,2020 q1,2010,0.5864782682701655,Mr. Naman Jain,0.5418811022466753,male,Crispidea,"('EMR', '2020 q1')",0.0
31814,ETN,2020 q1,2010,0.5437022678216896,Mr. Naman Jain,0.6522730880694734,male,Crispidea,"('ETN', '2020 q1')",0.03333333507180214
31815,HII,2020 q1,2010,0.6852951723542002,Mr. Naman Jain,0.6896525323265389,male,Crispidea,"('HII', '2020 q1')",0.02301918901503086
31816,HON,2020 q1,2010,0.4581255916547608,Mr. Naman Jain,0.5428745307130771,male,Crispidea,"('HON', '2020 q1')",0.0
31817,ROP,2020 q1,2010,0.6676752769731504,Mr. Naman Jain,0.5873114123175187,male,Crispidea,"('ROP', '2020 q1')",0.0
31818,RTX,2020 q1,2010,0.5479999568484255,Mr. Naman Jain,0.5483133650677596,male,Crispidea,"('RTX', '2020 q1')",0.0
31819,AME,2020 q1,2010,0.6028788647652059,Mr. Nigel E. Coe,0.2264077313533694,male,Wolfe Research,"('AME', '2020 q1')",0.0
31820,EMR,2020 q1,2010,0.5864782682701655,Mr. Nigel E. Coe,0.2696418158962938,male,Wolfe Research,"('EMR', '2020 q1')",0.0
31821,ETN,2020 q1,2010,0.5437022678216896,Mr. Nigel E. Coe,0.1503237036310694,male,Wolfe Research,"('ETN', '2020 q1')",0.0
31822,GD,2020 q1,2010,0.5703233956632501,Mr. Nigel E. Coe,0.2910215551854802,male,Wolfe Research,"('GD', '2020 q1')",0.0
31823,GE,2020 q1,2010,0.4241514101457871,Mr. Nigel E. Coe,0.1314664634532294,male,Wolfe Research,"('GE', '2020 q1')",0.0
31824,IR,2020 q1,2010,0.7103076783982984,Mr. Nigel E. Coe,0.3721051083906937,male,Wolfe Research,"('IR', '2020 q1')",0.014235708862543106
31825,RTX,2020 q1,2010,0.5479999568484255,Mr. Nigel E. Coe,0.4176273820707096,male,Wolfe Research,"('RTX', '2020 q1')",0.0
31826,AME,2020 q1,2010,0.6028788647652059,Mr. Joseph C. Giordano,0.3629094922055871,male,Cowen and Company,"('AME', '2020 q1')",0.0
31827,GD,2020 q1,2010,0.5703233956632501,Mr. Joseph C. Giordano,0.333616257553069,male,Cowen and Company,"('GD', '2020 q1')",0.0
31828,IEX,2020 q1,2010,0.5859562670127297,Mr. Joseph C. Giordano,0.2681551527966233,male,Cowen and Company,"('IEX', '2020 q1')",0.0
31829,PH,2020 q1,2010,0.653520906914705,Mr. Joseph C. Giordano,0.6749767949090338,male,Cowen and Company,"('PH', '2020 q1')",0.0
31830,ROK,2020 q1,2010,0.7054686555133709,Mr. Joseph C. Giordano,0.6401285106548759,male,Cowen and Company,"('ROK', '2020 q1')",0.0
31831,ROP,2020 q1,2010,0.6676752769731504,Mr. Joseph C. Giordano,0.4993716110209383,male,Cowen and Company,"('ROP', '2020 q1')",0.0
31832,AME,2020 q1,2010,0.6028788647652059,Mr. Robert P. McCarthy,0.5118056033989852,male,Stephens Inc.,"('AME', '2020 q1')",0.0
31833,AOS,2020 q1,2010,0.5519093880327317,Mr. Robert P. McCarthy,0.7190593510021085,male,Stephens Inc.,"('AOS', '2020 q1')",0.0
31834,EMR,2020 q1,2010,0.5864782682701655,Mr. Robert P. McCarthy,0.4290916063213105,male,Stephens Inc.,"('EMR', '2020 q1')",0.0
31835,ETN,2020 q1,2010,0.5437022678216896,Mr. Robert P. McCarthy,0.3996738274478222,male,Stephens Inc.,"('ETN', '2020 q1')",0.0
31836,ROK,2020 q1,2010,0.7054686555133709,Mr. Robert P. McCarthy,0.4267731320393326,male,Stephens Inc.,"('ROK', '2020 q1')",0.011088540777564049
31837,ROP,2020 q1,2010,0.6676752769731504,Mr. Robert P. McCarthy,0.4305944213461164,male,Stephens Inc.,"('ROP', '2020 q1')",0.0
31838,TT,2020 q1,2010,0.6557205664430072,Mr. Robert P. McCarthy,0.6316119893187893,male,Stephens Inc.,"('TT', '2020 q1')",0.0
31839,AOS,2020 q1,2010,0.5519093880327317,Mr. Luis J. Amadeo,0.3686738222774951,male,"Oppenheimer & Co., Inc.","('AOS', '2020 q1')",0.0
31840,FLS,2020 q1,2010,0.6773310449904486,Mr. Luis J. Amadeo,0.549184272284995,male,"Oppenheimer & Co., Inc.","('FLS', '2020 q1')",0.0
31841,IEX,2020 q1,2010,0.5859562670127297,Mr. Luis J. Amadeo,0.2548420839927702,male,"Oppenheimer & Co., Inc.","('IEX', '2020 q1')",0.0
31842,PNR,2020 q1,2010,0.6256980892243162,Mr. Luis J. Amadeo,0.3842115903800389,male,"Oppenheimer & Co., Inc.","('PNR', '2020 q1')",0.0
31843,AOS,2020 q1,2010,0.5519093880327317,"Mr. Kevin W. Hocevar, CFA",0.4060657415187794,male,Northcoast Research,"('AOS', '2020 q1')",0.018195368349552155
31844,BA,2020 q1,2010,0.5155440066969803,Sheila Kahyaoglu,0.1136910162466344,female,Jefferies,"('BA', '2020 q1')",0.0021791340162356696
31845,HON,2020 q1,2010,0.4581255916547608,Sheila Kahyaoglu,0.1914584212353713,female,Jefferies,"('HON', '2020 q1')",0.011901024729013443
31846,NOC,2020 q1,2010,0.7403814797518656,Sheila Kahyaoglu,0.4134951339346271,female,Jefferies,"('NOC', '2020 q1')",0.0
31847,RTX,2020 q1,2010,0.5479999568484255,Sheila Kahyaoglu,0.2735278605880684,female,Jefferies,"('RTX', '2020 q1')",0.0
31848,TDG,2020 q1,2010,0.6064078628820819,Sheila Kahyaoglu,0.323930761003172,female,Jefferies,"('TDG', '2020 q1')",0.0
31849,TXT,2020 q1,2010,0.6920914569734156,Sheila Kahyaoglu,0.52366055465287,female,Jefferies,"('TXT', '2020 q1')",0.0
31850,BA,2020 q1,2010,0.5155440066969803,Ronald J. J. Epstein,0.1593886693219365,male,BofA Global Research,"('BA', '2020 q1')",0.0036717508919537067
31851,HII,2020 q1,2010,0.6852951723542002,Ronald J. J. Epstein,0.4908353427469253,male,BofA Global Research,"('HII', '2020 q1')",0.0
31852,LMT,2020 q1,2010,0.560256500716862,Ronald J. J. Epstein,0.3335779764444674,male,BofA Global Research,"('LMT', '2020 q1')",0.025617647916078568
31853,NOC,2020 q1,2010,0.7403814797518656,Ronald J. J. Epstein,0.6648549872842436,male,BofA Global Research,"('NOC', '2020 q1')",0.03333333507180214
31854,TDG,2020 q1,2010,0.6064078628820819,Ronald J. J. Epstein,0.5727344037557455,male,BofA Global Research,"('TDG', '2020 q1')",0.0
31855,TXT,2020 q1,2010,0.6920914569734156,Ronald J. J. Epstein,0.3674809990786967,male,BofA Global Research,"('TXT', '2020 q1')",0.0
31856,BA,2020 q1,2010,0.5155440066969803,Mr. David Strauss,0.2924779646919877,male,Barclays,"('BA', '2020 q1')",0.0
31857,HWM,2020 q1,2010,0.6759232460449377,Mr. David Strauss,0.6672750208695671,male,Barclays,"('HWM', '2020 q1')",0.0
31858,TDG,2020 q1,2010,0.6064078628820819,Mr. David Strauss,0.4294302430845241,male,Barclays,"('TDG', '2020 q1')",0.0
31859,TXT,2020 q1,2010,0.6920914569734156,Mr. David Strauss,0.66542363804771,male,Barclays,"('TXT', '2020 q1')",0.027252985164523125
31860,BA,2020 q1,2010,0.5155440066969803,Mr. Robert M. Spingarn,0.1534186389229225,male,Credit Suisse,"('BA', '2020 q1')",0.0
31861,HII,2020 q1,2010,0.6852951723542002,Mr. Robert M. Spingarn,0.5038979037054409,male,Credit Suisse,"('HII', '2020 q1')",0.0
31862,LMT,2020 q1,2010,0.560256500716862,Mr. Robert M. Spingarn,0.2778130847728371,male,Credit Suisse,"('LMT', '2020 q1')",0.0
31863,NOC,2020 q1,2010,0.7403814797518656,Mr. Robert M. Spingarn,0.6264825482619801,male,Credit Suisse,"('NOC', '2020 q1')",0.0
31864,RTX,2020 q1,2010,0.5479999568484255,Mr. Robert M. Spingarn,0.3883912587853815,male,Credit Suisse,"('RTX', '2020 q1')",0.0
31865,TDG,2020 q1,2010,0.6064078628820819,Mr. Robert M. Spingarn,0.444027536225462,male,Credit Suisse,"('TDG', '2020 q1')",0.0
31866,TXT,2020 q1,2010,0.6920914569734156,Mr. Robert M. Spingarn,0.6679547979282572,male,Credit Suisse,"('TXT', '2020 q1')",0.0
31867,BA,2020 q1,2010,0.5155440066969803,Mr. Burkett Huey,0.4339044250157233,male,"Morningstar, Inc.","('BA', '2020 q1')",0.0
31868,NOC,2020 q1,2010,0.7403814797518656,Mr. Burkett Huey,0.4762004896663925,male,"Morningstar, Inc.","('NOC', '2020 q1')",0.0
31869,BA,2020 q1,2010,0.5155440066969803,Mr. Andrew P. Gollan,0.6671301661193457,male,Berenberg,"('BA', '2020 q1')",0.03333333507180214
31870,BA,2020 q1,2010,0.5155440066969803,Mr. James A. Corridore,0.3714908118334801,male,CFRA Equity Research,"('BA', '2020 q1')",0.0
31871,GE,2020 q1,2010,0.4241514101457871,Mr. James A. Corridore,0.4525522195255695,male,CFRA Equity Research,"('GE', '2020 q1')",0.0
31872,HII,2020 q1,2010,0.6852951723542002,Mr. James A. Corridore,0.4677653697994841,male,CFRA Equity Research,"('HII', '2020 q1')",0.0
31873,HON,2020 q1,2010,0.4581255916547608,Mr. James A. Corridore,0.6476790188283864,male,CFRA Equity Research,"('HON', '2020 q1')",0.0
31874,LHX,2020 q1,2010,0.6943855396687455,Mr. James A. Corridore,0.4316351443959147,male,CFRA Equity Research,"('LHX', '2020 q1')",0.0
31875,LMT,2020 q1,2010,0.560256500716862,Mr. James A. Corridore,0.4415916835273769,male,CFRA Equity Research,"('LMT', '2020 q1')",0.0
31876,MMM,2020 q1,2010,0.7337812959772096,Mr. James A. Corridore,0.6689704464916743,male,CFRA Equity Research,"('MMM', '2020 q1')",0.0
31877,NOC,2020 q1,2010,0.7403814797518656,Mr. James A. Corridore,0.5406753725750897,male,CFRA Equity Research,"('NOC', '2020 q1')",0.0
31878,ROP,2020 q1,2010,0.6676752769731504,Mr. James A. Corridore,0.7040659064015795,male,CFRA Equity Research,"('ROP', '2020 q1')",0.0
31879,RTX,2020 q1,2010,0.5479999568484255,Mr. James A. Corridore,0.5377634226722474,male,CFRA Equity Research,"('RTX', '2020 q1')",0.0
31880,TDG,2020 q1,2010,0.6064078628820819,Mr. James A. Corridore,0.6152195702893837,male,CFRA Equity Research,"('TDG', '2020 q1')",0.0
31881,TXT,2020 q1,2010,0.6920914569734156,Mr. James A. Corridore,0.5105041072682555,male,CFRA Equity Research,"('TXT', '2020 q1')",0.0
31882,BA,2020 q1,2010,0.5155440066969803,Colin Scarola,0.3876523221425831,male,CFRA Equity Research,"('BA', '2020 q1')",0.0
31883,GE,2020 q1,2010,0.4241514101457871,Colin Scarola,0.5078180496656723,male,CFRA Equity Research,"('GE', '2020 q1')",0.0
31884,HII,2020 q1,2010,0.6852951723542002,Colin Scarola,0.4921666188047711,male,CFRA Equity Research,"('HII', '2020 q1')",0.0
31885,LHX,2020 q1,2010,0.6943855396687455,Colin Scarola,0.43058846218969,male,CFRA Equity Research,"('LHX', '2020 q1')",0.0
31886,LMT,2020 q1,2010,0.560256500716862,Colin Scarola,0.4770723964154665,male,CFRA Equity Research,"('LMT', '2020 q1')",0.0
31887,MMM,2020 q1,2010,0.7337812959772096,Colin Scarola,0.6730083461089105,male,CFRA Equity Research,"('MMM', '2020 q1')",0.0
31888,NOC,2020 q1,2010,0.7403814797518656,Colin Scarola,0.5522903206032295,male,CFRA Equity Research,"('NOC', '2020 q1')",0.0
31889,ROP,2020 q1,2010,0.6676752769731504,Colin Scarola,0.7145785984118571,male,CFRA Equity Research,"('ROP', '2020 q1')",0.011949119158089161
31890,RTX,2020 q1,2010,0.5479999568484255,Colin Scarola,0.5675581878267968,male,CFRA Equity Research,"('RTX', '2020 q1')",0.0
31891,TDG,2020 q1,2010,0.6064078628820819,Colin Scarola,0.5935375371121009,male,CFRA Equity Research,"('TDG', '2020 q1')",0.0
31892,TXT,2020 q1,2010,0.6920914569734156,Colin Scarola,0.518919730476991,male,CFRA Equity Research,"('TXT', '2020 q1')",0.0
31893,BA,2020 q1,2010,0.5155440066969803,Hunter K. Keay,0.1620639540294866,male,Wolfe Research,"('BA', '2020 q1')",0.018051709979772568
31894,LMT,2020 q1,2010,0.560256500716862,Hunter K. Keay,0.452151928591591,male,Wolfe Research,"('LMT', '2020 q1')",0.0
31895,BA,2020 q1,2010,0.5155440066969803,Mr. Josh W. Sullivan,0.1441530759157288,male,The Benchmark Company LLC,"('BA', '2020 q1')",0.0
31896,LHX,2020 q1,2010,0.6943855396687455,Mr. Josh W. Sullivan,0.6834362098288995,male,The Benchmark Company LLC,"('LHX', '2020 q1')",0.0
31897,BA,2020 q1,2010,0.5155440066969803,"Mr. Cai Von Rumohr, CFA",0.1042922980853515,male,Cowen and Company,"('BA', '2020 q1')",0.0
31898,BA,2020 q1,2010,0.5155440066969803,Mr. Ken G. Herbert,0.1674932353797208,male,Canaccord Genuity,"('BA', '2020 q1')",0.019473473851879437
31899,TDG,2020 q1,2010,0.6064078628820819,Mr. Ken G. Herbert,0.3903716257768262,male,Canaccord Genuity,"('TDG', '2020 q1')",0.0
31900,BA,2020 q1,2010,0.5155440066969803,"Mr. Charles P. Minervino, CFA",0.5876210747883911,male,Susquehanna Financial Group LLLP,"('BA', '2020 q1')",0.0
31901,LMT,2020 q1,2010,0.560256500716862,"Mr. Charles P. Minervino, CFA",0.6217901624803029,male,Susquehanna Financial Group LLLP,"('LMT', '2020 q1')",0.0
31902,NOC,2020 q1,2010,0.7403814797518656,"Mr. Charles P. Minervino, CFA",0.7733906652471171,male,Susquehanna Financial Group LLLP,"('NOC', '2020 q1')",0.0
31903,TXT,2020 q1,2010,0.6920914569734156,"Mr. Charles P. Minervino, CFA",0.8425126417362033,male,Susquehanna Financial Group LLLP,"('TXT', '2020 q1')",0.0
31904,BA,2020 q1,2010,0.5155440066969803,Mr. Richard T. Safran,0.1629438036446182,male,The Buckingham Research Group,"('BA', '2020 q1')",0.0
31905,BA,2020 q1,2010,0.5155440066969803,Ms. Chetali Agarwal,0.6566410666190854,female,Crispidea,"('BA', '2020 q1')",0.03735960088670254
31906,BA,2020 q1,2010,0.5155440066969803,Mr. Christopher A. Jacobson,0.8514602039765359,male,Susquehanna Financial Group LLLP,"('BA', '2020 q1')",0.029102740809321404
31907,CAT,2020 q1,2010,0.6459624242566089,Mr. Seth Weber,0.5172798767456287,male,RBC Capital Markets,"('CAT', '2020 q1')",0.0
31908,DE,2020 q1,2010,0.5722825937907067,Mr. Seth Weber,0.1857416626776157,male,RBC Capital Markets,"('DE', '2020 q1')",0.0
31909,PCAR,2020 q1,2010,0.5464132037717273,Mr. Seth Weber,0.1837779350485744,male,RBC Capital Markets,"('PCAR', '2020 q1')",0.0
31910,URI,2020 q1,2010,0.8363406142779541,Mr. Seth Weber,0.8168254094127323,male,RBC Capital Markets,"('URI', '2020 q1')",0.0
31911,CAT,2020 q1,2010,0.6459624242566089,Mr. Scott L. Pope,0.7832091359712874,male,"Morningstar, Inc.","('CAT', '2020 q1')",0.0
31912,CMI,2020 q1,2010,0.5723254058094829,Mr. Scott L. Pope,0.6326652199988575,male,"Morningstar, Inc.","('CMI', '2020 q1')",0.01666666753590107
31913,DE,2020 q1,2010,0.5722825937907067,Mr. Scott L. Pope,0.7395132552601089,male,"Morningstar, Inc.","('DE', '2020 q1')",0.0
31914,PCAR,2020 q1,2010,0.5464132037717273,Mr. Scott L. Pope,0.6074578072661475,male,"Morningstar, Inc.","('PCAR', '2020 q1')",0.0
31915,SNA,2020 q1,2010,0.6718022524746491,Mr. Scott L. Pope,0.8859701853886361,male,"Morningstar, Inc.","('SNA', '2020 q1')",0.011111111690600714
31916,URI,2020 q1,2010,0.8363406142779541,Mr. Scott L. Pope,0.8413082251453399,male,"Morningstar, Inc.","('URI', '2020 q1')",0.0
31917,CAT,2020 q1,2010,0.6459624242566089,Ms. Jamie Cook,0.3943405431912116,female,Credit Suisse,"('CAT', '2020 q1')",0.014412466902285814
31918,CMI,2020 q1,2010,0.5723254058094829,Ms. Jamie Cook,0.6318819056342411,female,Credit Suisse,"('CMI', '2020 q1')",0.03333333507180214
31919,DE,2020 q1,2010,0.5722825937907067,Ms. Jamie Cook,0.2439920477080248,female,Credit Suisse,"('DE', '2020 q1')",0.0
31920,ITW,2020 q1,2010,0.682204009973042,Ms. Jamie Cook,0.520031059055129,female,Credit Suisse,"('ITW', '2020 q1')",0.0
31921,PCAR,2020 q1,2010,0.5464132037717273,Ms. Jamie Cook,0.2400045534136397,female,Credit Suisse,"('PCAR', '2020 q1')",0.0
31922,PH,2020 q1,2010,0.653520906914705,Ms. Jamie Cook,0.3269068158645844,female,Credit Suisse,"('PH', '2020 q1')",0.0
31923,PWR,2020 q1,2010,0.9610705188511725,Ms. Jamie Cook,0.9610705188511725,female,Credit Suisse,"('PWR', '2020 q1')",0.0
31924,CAT,2020 q1,2010,0.6459624242566089,"Lawrence T. De Maria, CFA",0.3846148988280185,male,William Blair & Company,"('CAT', '2020 q1')",0.0
31925,DOV,2020 q1,2010,0.6449695414559656,"Lawrence T. De Maria, CFA",0.3768530198960881,male,William Blair & Company,"('DOV', '2020 q1')",0.006477574352174997
31926,CAT,2020 q1,2010,0.6459624242566089,Mr. Ross P. Gilardi,0.4442918731072178,male,BofA Global Research,"('CAT', '2020 q1')",0.0
31927,CMI,2020 q1,2010,0.5723254058094829,Mr. Ross P. Gilardi,0.3727353930986338,male,BofA Global Research,"('CMI', '2020 q1')",0.0
31928,DE,2020 q1,2010,0.5722825937907067,Mr. Ross P. Gilardi,0.2094678525083301,male,BofA Global Research,"('DE', '2020 q1')",0.0
31929,ITW,2020 q1,2010,0.682204009973042,Mr. Ross P. Gilardi,0.5502462703194949,male,BofA Global Research,"('ITW', '2020 q1')",0.01666666753590107
31930,PCAR,2020 q1,2010,0.5464132037717273,Mr. Ross P. Gilardi,0.4138204789884495,male,BofA Global Research,"('PCAR', '2020 q1')",0.0
31931,SWK,2020 q1,2010,0.6503339911936152,Mr. Ross P. Gilardi,0.6831995733460307,male,BofA Global Research,"('SWK', '2020 q1')",0.03333333507180214
31932,URI,2020 q1,2010,0.8363406142779541,Mr. Ross P. Gilardi,0.6009405410988172,male,BofA Global Research,"('URI', '2020 q1')",0.0
31933,CAT,2020 q1,2010,0.6459624242566089,Courtney Yakavonis,0.4359749015486682,female,Morgan Stanley,"('CAT', '2020 q1')",0.0
31934,CMI,2020 q1,2010,0.5723254058094829,Courtney Yakavonis,0.3578482975250569,female,Morgan Stanley,"('CMI', '2020 q1')",0.0
31935,DE,2020 q1,2010,0.5722825937907067,Courtney Yakavonis,0.3742376101378534,female,Morgan Stanley,"('DE', '2020 q1')",0.0
31936,PCAR,2020 q1,2010,0.5464132037717273,Courtney Yakavonis,0.5191875865455636,female,Morgan Stanley,"('PCAR', '2020 q1')",0.0
31937,URI,2020 q1,2010,0.8363406142779541,Courtney Yakavonis,0.6340855425933969,female,Morgan Stanley,"('URI', '2020 q1')",0.0
31938,WAB,2020 q1,2010,0.5248894769206935,Courtney Yakavonis,0.4182013730962345,female,Morgan Stanley,"('WAB', '2020 q1')",0.0
31939,CAT,2020 q1,2010,0.6459624242566089,Mr. Ashish R. Gupta,0.4290509730795694,male,Stephens Inc.,"('CAT', '2020 q1')",0.019486057572066784
31940,CAT,2020 q1,2010,0.6459624242566089,Andrew M. Casey,0.2678059818152902,male,"Wells Fargo Securities, LLC","('CAT', '2020 q1')",0.0
31941,CMI,2020 q1,2010,0.5723254058094829,Andrew M. Casey,0.2936276999450966,male,"Wells Fargo Securities, LLC","('CMI', '2020 q1')",0.0
31942,DE,2020 q1,2010,0.5722825937907067,Andrew M. Casey,0.2888662269701058,male,"Wells Fargo Securities, LLC","('DE', '2020 q1')",0.0
31943,ETN,2020 q1,2010,0.5437022678216896,Andrew M. Casey,0.1859867720610176,male,"Wells Fargo Securities, LLC","('ETN', '2020 q1')",0.0
31944,ITW,2020 q1,2010,0.682204009973042,Andrew M. Casey,0.431940113761633,male,"Wells Fargo Securities, LLC","('ITW', '2020 q1')",0.012696458958089352
31945,PCAR,2020 q1,2010,0.5464132037717273,Andrew M. Casey,0.2592466198272528,male,"Wells Fargo Securities, LLC","('PCAR', '2020 q1')",0.022733567282557487
31946,PH,2020 q1,2010,0.653520906914705,Andrew M. Casey,0.2561906273458722,male,"Wells Fargo Securities, LLC","('PH', '2020 q1')",0.0
31947,CAT,2020 q1,2010,0.6459624242566089,Mr. David M. Raso,0.3024448339603002,male,EVERCORE ISI,"('CAT', '2020 q1')",0.0
31948,CAT,2020 q1,2010,0.6459624242566089,Mr. Danny Chan,0.5181067769912249,male,Credit Suisse,"('CAT', '2020 q1')",0.0
31949,CAT,2020 q1,2010,0.6459624242566089,Research Department,0.5636801270885543,Not a person,Trefis,"('CAT', '2020 q1')",0.022433381527662277
31950,CMI,2020 q1,2010,0.5723254058094829,Matthew Elkott,0.3538375318313873,male,Cowen and Company,"('CMI', '2020 q1')",0.007121051927762372
31951,PCAR,2020 q1,2010,0.5464132037717273,Matthew Elkott,0.2483770048514162,male,Cowen and Company,"('PCAR', '2020 q1')",0.019001173228025435
31952,CMI,2020 q1,2010,0.5723254058094829,Mr. Scott H. Group,0.3308506372980859,male,Wolfe Research,"('CMI', '2020 q1')",0.0
31953,PCAR,2020 q1,2010,0.5464132037717273,Mr. Scott H. Group,0.2362678085096168,male,Wolfe Research,"('PCAR', '2020 q1')",0.0
31954,WAB,2020 q1,2010,0.5248894769206935,Mr. Scott H. Group,0.2716525418487393,male,Wolfe Research,"('WAB', '2020 q1')",0.0
31955,CMI,2020 q1,2010,0.5723254058094829,"Saree Boroditsky, CFA",0.2015502806778241,female,Jefferies,"('CMI', '2020 q1')",0.01847686991095543
31956,ETN,2020 q1,2010,0.5437022678216896,"Saree Boroditsky, CFA",0.3399680304652974,female,Jefferies,"('ETN', '2020 q1')",0.027534715831279755
31957,ITW,2020 q1,2010,0.682204009973042,"Saree Boroditsky, CFA",0.4265231425514749,female,Jefferies,"('ITW', '2020 q1')",0.0
31958,PH,2020 q1,2010,0.653520906914705,"Saree Boroditsky, CFA",0.2210061870569205,female,Jefferies,"('PH', '2020 q1')",0.0
31959,WAB,2020 q1,2010,0.5248894769206935,"Saree Boroditsky, CFA",0.1406487936034737,female,Jefferies,"('WAB', '2020 q1')",0.0
31960,DE,2020 q1,2010,0.5722825937907067,Mr. Adam Seiden,0.6581932057614094,male,Barclays,"('DE', '2020 q1')",0.0
31961,DOV,2020 q1,2010,0.6449695414559656,Julian Mitchell,0.5253546099378541,male,Barclays,"('DOV', '2020 q1')",0.0
31962,EMR,2020 q1,2010,0.5864782682701655,Julian Mitchell,0.2699315818076739,male,Barclays,"('EMR', '2020 q1')",0.0
31963,ETN,2020 q1,2010,0.5437022678216896,Julian Mitchell,0.3491048330819188,male,Barclays,"('ETN', '2020 q1')",0.0
31964,GD,2020 q1,2010,0.5703233956632501,Julian Mitchell,0.3051928175134855,male,Barclays,"('GD', '2020 q1')",0.0
31965,GE,2020 q1,2010,0.4241514101457871,Julian Mitchell,0.61182052028976,male,Barclays,"('GE', '2020 q1')",0.0
31966,HON,2020 q1,2010,0.4581255916547608,Julian Mitchell,0.1630768907906898,male,Barclays,"('HON', '2020 q1')",0.0
31967,IR,2020 q1,2010,0.7103076783982984,Julian Mitchell,0.3587225149359795,male,Barclays,"('IR', '2020 q1')",0.0
31968,MMM,2020 q1,2010,0.7337812959772096,Julian Mitchell,0.4184864406465503,male,Barclays,"('MMM', '2020 q1')",0.0
31969,PNR,2020 q1,2010,0.6256980892243162,Julian Mitchell,0.4139969657260808,male,Barclays,"('PNR', '2020 q1')",0.0
31970,RTX,2020 q1,2010,0.5479999568484255,Julian Mitchell,0.2690390527263178,male,Barclays,"('RTX', '2020 q1')",0.0
31971,TT,2020 q1,2010,0.6557205664430072,Julian Mitchell,0.3245115725192489,male,Barclays,"('TT', '2020 q1')",0.0
31972,DOV,2020 q1,2010,0.6449695414559656,Ms. Nicole DeBlase,0.5007245512706399,female,Deutsche Bank,"('DOV', '2020 q1')",0.0
31973,EMR,2020 q1,2010,0.5864782682701655,Ms. Nicole DeBlase,0.4722657262273562,female,Deutsche Bank,"('EMR', '2020 q1')",0.0
31974,ETN,2020 q1,2010,0.5437022678216896,Ms. Nicole DeBlase,0.4027643919231907,female,Deutsche Bank,"('ETN', '2020 q1')",0.0
31975,GE,2020 q1,2010,0.4241514101457871,Ms. Nicole DeBlase,0.1418142897075947,female,Deutsche Bank,"('GE', '2020 q1')",0.0
31976,HON,2020 q1,2010,0.4581255916547608,Ms. Nicole DeBlase,0.3623359123837238,female,Deutsche Bank,"('HON', '2020 q1')",0.0
31977,IR,2020 q1,2010,0.7103076783982984,Ms. Nicole DeBlase,0.3626578397603865,female,Deutsche Bank,"('IR', '2020 q1')",0.0
31978,ITW,2020 q1,2010,0.682204009973042,Ms. Nicole DeBlase,0.526849246390284,female,Deutsche Bank,"('ITW', '2020 q1')",0.0
31979,JCI,2020 q1,2010,0.7725798262629326,Ms. Nicole DeBlase,0.5371378833718713,female,Deutsche Bank,"('JCI', '2020 q1')",0.0
31980,MMM,2020 q1,2010,0.7337812959772096,Ms. Nicole DeBlase,0.5276836431453799,female,Deutsche Bank,"('MMM', '2020 q1')",0.0
31981,PH,2020 q1,2010,0.653520906914705,Ms. Nicole DeBlase,0.5831826719897036,female,Deutsche Bank,"('PH', '2020 q1')",0.0
31982,ROK,2020 q1,2010,0.7054686555133709,Ms. Nicole DeBlase,0.5026911617001163,female,Deutsche Bank,"('ROK', '2020 q1')",0.0
31983,SWK,2020 q1,2010,0.6503339911936152,Ms. Nicole DeBlase,0.4409940156602815,female,Deutsche Bank,"('SWK', '2020 q1')",0.0
31984,TT,2020 q1,2010,0.6557205664430072,Ms. Nicole DeBlase,0.9259578451348556,female,Deutsche Bank,"('TT', '2020 q1')",0.0
31985,EMR,2020 q1,2010,0.5864782682701655,Mr. Gautam J. Khanna,0.8450711531688864,male,Cowen and Company,"('EMR', '2020 q1')",0.0
31986,GE,2020 q1,2010,0.4241514101457871,Mr. Gautam J. Khanna,0.1513205106131974,male,Cowen and Company,"('GE', '2020 q1')",0.0
31987,HII,2020 q1,2010,0.6852951723542002,Mr. Gautam J. Khanna,0.4135293013180023,male,Cowen and Company,"('HII', '2020 q1')",0.0
31988,TT,2020 q1,2010,0.6557205664430072,Mr. Gautam J. Khanna,0.163805556544616,male,Cowen and Company,"('TT', '2020 q1')",0.022770043462514877
31989,EMR,2020 q1,2010,0.5864782682701655,Mr. Nicholas P. Heymann,0.2530101205276316,male,William Blair & Company,"('EMR', '2020 q1')",0.0
31990,ETN,2020 q1,2010,0.5437022678216896,Mr. Nicholas P. Heymann,0.2406593818466624,male,William Blair & Company,"('ETN', '2020 q1')",0.0
31991,GE,2020 q1,2010,0.4241514101457871,Mr. Nicholas P. Heymann,0.1880909291459558,male,William Blair & Company,"('GE', '2020 q1')",0.0
31992,HON,2020 q1,2010,0.4581255916547608,Mr. Nicholas P. Heymann,0.216554712897438,male,William Blair & Company,"('HON', '2020 q1')",0.0
31993,MMM,2020 q1,2010,0.7337812959772096,Mr. Nicholas P. Heymann,0.5086561783582639,male,William Blair & Company,"('MMM', '2020 q1')",0.0
31994,ROK,2020 q1,2010,0.7054686555133709,Mr. Nicholas P. Heymann,0.3824067187105686,male,William Blair & Company,"('ROK', '2020 q1')",0.0
31995,RTX,2020 q1,2010,0.5479999568484255,Mr. Nicholas P. Heymann,0.2480197565221125,male,William Blair & Company,"('RTX', '2020 q1')",0.0
31996,WAB,2020 q1,2010,0.5248894769206935,Mr. Nicholas P. Heymann,0.2446504783668419,male,William Blair & Company,"('WAB', '2020 q1')",0.0
31997,ETN,2020 q1,2010,0.5437022678216896,Acquisdata Research Team,0.5423224935233625,Not a person,Acquisdata,"('ETN', '2020 q1')",0.0
31998,FAST,2020 q1,2010,0.6384473652659622,Mr. Michael McGinn,0.3601145034165297,male,"Wells Fargo Securities, LLC","('FAST', '2020 q1')",0.004182909925778707
31999,GWW,2020 q1,2010,0.5391620748738069,Mr. Michael McGinn,0.2954220310977321,male,"Wells Fargo Securities, LLC","('GWW', '2020 q1')",0.006132685579359531
32000,FAST,2020 q1,2010,0.6384473652659622,Mr. Blake Hirschman,0.4462423600352423,male,Stephens Inc.,"('FAST', '2020 q1')",0.0
32001,FAST,2020 q1,2010,0.6384473652659622,"Ryan J. Merkel, CFA",0.5337850592340406,male,William Blair & Company,"('FAST', '2020 q1')",0.031135182827711105
32002,GWW,2020 q1,2010,0.5391620748738069,"Ryan J. Merkel, CFA",0.4104081158090429,male,William Blair & Company,"('GWW', '2020 q1')",0.0
32003,FBHS,2020 q1,2010,0.6034076330698551,Michael Dahl,0.450284549196685,male,RBC Capital Markets,"('FBHS', '2020 q1')",0.0
32004,MAS,2020 q1,2010,0.6624244258009166,Michael Dahl,0.420264556575082,male,RBC Capital Markets,"('MAS', '2020 q1')",0.0
32005,FBHS,2020 q1,2010,0.6034076330698551,Mr. Truman A. Patterson,0.2673538375577312,male,"Wells Fargo Securities, LLC","('FBHS', '2020 q1')",0.0
32006,MAS,2020 q1,2010,0.6624244258009166,Mr. Truman A. Patterson,0.3122330102724674,male,"Wells Fargo Securities, LLC","('MAS', '2020 q1')",0.0
32007,FBHS,2020 q1,2010,0.6034076330698551,Mr. Stephen S. Kim,0.333731943275152,male,EVERCORE ISI,"('FBHS', '2020 q1')",0.0
32008,MAS,2020 q1,2010,0.6624244258009166,Mr. Stephen S. Kim,0.4173357651167186,male,EVERCORE ISI,"('MAS', '2020 q1')",0.0
32009,FBHS,2020 q1,2010,0.6034076330698551,Keith B. Hughes,0.3064338006017316,male,SunTrust Robinson Humphrey Capital Markets,"('FBHS', '2020 q1')",0.0
32010,MAS,2020 q1,2010,0.6624244258009166,Keith B. Hughes,0.4854442228719928,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2020 q1')",0.006165884435176849
32011,FBHS,2020 q1,2010,0.6034076330698551,"John Lovallo, II",0.5857440503036273,male,BofA Global Research,"('FBHS', '2020 q1')",0.026931574568152428
32012,MAS,2020 q1,2010,0.6624244258009166,"John Lovallo, II",0.617723878891467,male,BofA Global Research,"('MAS', '2020 q1')",0.0
32013,GD,2020 q1,2010,0.5703233956632501,Krzysztof Smalec,0.7701409731033693,male,"Morningstar, Inc.","('GD', '2020 q1')",0.0
32014,IEX,2020 q1,2010,0.5859562670127297,Krzysztof Smalec,0.6583296874058482,male,"Morningstar, Inc.","('IEX', '2020 q1')",0.0
32015,IR,2020 q1,2010,0.7103076783982984,Krzysztof Smalec,0.8997230892877714,male,"Morningstar, Inc.","('IR', '2020 q1')",0.0
32016,PNR,2020 q1,2010,0.6256980892243162,Krzysztof Smalec,0.741730081084342,male,"Morningstar, Inc.","('PNR', '2020 q1')",0.01666666753590107
32017,GE,2020 q1,2010,0.4241514101457871,"Mr. Justin L. Bergner, CFA",0.2431274766172261,male,Gabelli & Company,"('GE', '2020 q1')",0.0
32018,GWW,2020 q1,2010,0.5391620748738069,"Mr. Justin L. Bergner, CFA",0.2560824672728495,male,Gabelli & Company,"('GWW', '2020 q1')",0.025797367095947266
32019,GWW,2020 q1,2010,0.5391620748738069,"Mr. Hamzah Mazari, CPA",0.3128104151722329,male,Jefferies,"('GWW', '2020 q1')",0.0
32020,HWM,2020 q1,2010,0.6759232460449377,Mr. Andrew Lane,0.7885941267221817,male,"Morningstar, Inc.","('HWM', '2020 q1')",0.0
32021,HWM,2020 q1,2010,0.6759232460449377,"Mr. Paretosh Misra, PHD",0.4107008208406456,male,Berenberg,"('HWM', '2020 q1')",0.0
32022,HWM,2020 q1,2010,0.6759232460449377,"Mr. Curt R. Woodworth, CFA",0.3918300430618299,male,Credit Suisse,"('HWM', '2020 q1')",0.0
32023,IEX,2020 q1,2010,0.5859562670127297,Mr. Michael Gaugler,0.7140512016663866,male,Janney Montgomery Scott LLC,"('IEX', '2020 q1')",0.15657406797011694
32024,IR,2020 q1,2010,0.7103076783982984,Mr. William A. Herbert,0.8505443796219336,male,Piper Sandler Companies,"('IR', '2020 q1')",0.0
32025,LMT,2020 q1,2010,0.560256500716862,Mr. Matthew H. Sharpe,0.3773668579014954,male,Morgan Stanley,"('LMT', '2020 q1')",0.0
32026,MAS,2020 q1,2010,0.6624244258009166,Seldon Clarke,0.9646198150454784,male,Deutsche Bank,"('MAS', '2020 q1')",0.0
32027,MAS,2020 q1,2010,0.6624244258009166,"Philip H. Ng, CFA",0.3348533432382507,male,Jefferies,"('MAS', '2020 q1')",0.017477495595812798
32028,PCAR,2020 q1,2010,0.5464132037717273,Mr. Ravindra kulkarni,0.6435642419730989,male,Crispidea,"('PCAR', '2020 q1')",0.010696911253035069
32029,PNR,2020 q1,2010,0.6256980892243162,"Brian P. Drab, CFA",0.5224214962712311,male,William Blair & Company,"('PNR', '2020 q1')",0.0
32030,SNA,2020 q1,2010,0.6718022524746491,Mr. Thomas Hayes,0.5223118056804654,male,Northcoast Research,"('SNA', '2020 q1')",0.0
32031,SWK,2020 q1,2010,0.6503339911936152,Mr. Thomas Hayes,0.5543860067822245,male,Northcoast Research,"('SWK', '2020 q1')",0.0
32032,SNA,2020 q1,2010,0.6718022524746491,"Curtis Nagle, CFA",0.5186599770822475,male,BofA Global Research,"('SNA', '2020 q1')",0.02164417877793312
32033,SNA,2020 q1,2010,0.6718022524746491,"Mr. Bret D. Jordan, CFA, CFA",0.3922732526398794,male,Jefferies,"('SNA', '2020 q1')",0.0
32034,SWK,2020 q1,2010,0.6503339911936152,Markus Mittermaier,0.3924129467251852,male,UBS Equities,"('SWK', '2020 q1')",0.0
32035,TT,2020 q1,2010,0.6557205664430072,Markus Mittermaier,0.2937588964183591,male,UBS Equities,"('TT', '2020 q1')",0.0
32036,TDG,2020 q1,2010,0.6064078628820819,Ross Law,0.5831869375148465,male,Berenberg,"('TDG', '2020 q1')",0.020053254440426826
32037,TDG,2020 q1,2010,0.6064078628820819,Michael Ciarmoli,0.2934424043568411,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2020 q1')",0.0
32038,TT,2020 q1,2010,0.6557205664430072,Mr. Joel G. Tiss,0.2997582764881768,male,BMO Capital Markets,"('TT', '2020 q1')",0.0
32039,TT,2020 q1,2010,0.6557205664430072,"Mr. Stephen Tusa, Jr, CFA",0.2951838279327649,male,JPMorgan,"('TT', '2020 q1')",0.0
32040,URI,2020 q1,2010,0.8363406142779541,Mr. John Healy,0.7287154696716173,male,Northcoast Research,"('URI', '2020 q1')",0.022676914930343628
32041,WAB,2020 q1,2010,0.5248894769206935,Mr. Ken S. Hoexter,0.2230848966155257,male,BofA Global Research,"('WAB', '2020 q1')",0.0
32042,WAB,2020 q1,2010,0.5248894769206935,Justin T. Long,0.2015210218190939,male,Stephens Inc.,"('WAB', '2020 q1')",0.021360287442803383
32043,ALLE,2020 q2,2010,0.6645499084013402,Mr. Joshua C. Pokrzywinski,0.5626070872903286,male,Morgan Stanley,"('ALLE', '2020 q2')",0.0
32044,AME,2020 q2,2010,0.545768215888353,Mr. Joshua C. Pokrzywinski,0.5397760145876844,male,Morgan Stanley,"('AME', '2020 q2')",0.0
32045,CARR,2020 q2,2010,0.482611055001294,Mr. Joshua C. Pokrzywinski,0.5845418868232053,male,Morgan Stanley,"('CARR', '2020 q2')",0.03333333507180214
32046,DOV,2020 q2,2010,0.6481441094605572,Mr. Joshua C. Pokrzywinski,0.3530919610499394,male,Morgan Stanley,"('DOV', '2020 q2')",0.0
32047,EMR,2020 q2,2010,0.5175379043023658,Mr. Joshua C. Pokrzywinski,0.4259597037368474,male,Morgan Stanley,"('EMR', '2020 q2')",0.02136830799281597
32048,FAST,2020 q2,2010,0.6665051731248497,Mr. Joshua C. Pokrzywinski,0.4244896471377294,male,Morgan Stanley,"('FAST', '2020 q2')",0.02848707139492035
32049,FLS,2020 q2,2010,0.4871225496118402,Mr. Joshua C. Pokrzywinski,0.309429832787806,male,Morgan Stanley,"('FLS', '2020 q2')",0.0
32050,GD,2020 q2,2010,0.5735886775709264,Mr. Joshua C. Pokrzywinski,0.2925228832568178,male,Morgan Stanley,"('GD', '2020 q2')",0.0
32051,GE,2020 q2,2010,0.4729926338491386,Mr. Joshua C. Pokrzywinski,0.3270372570345793,male,Morgan Stanley,"('GE', '2020 q2')",0.0
32052,HON,2020 q2,2010,0.438508516329491,Mr. Joshua C. Pokrzywinski,0.4232133317003098,male,Morgan Stanley,"('HON', '2020 q2')",0.0
32053,IR,2020 q2,2010,0.5098452900362156,Mr. Joshua C. Pokrzywinski,0.3468007621805271,male,Morgan Stanley,"('IR', '2020 q2')",0.0
32054,ITW,2020 q2,2010,0.6594842373662819,Mr. Joshua C. Pokrzywinski,0.4165309084787886,male,Morgan Stanley,"('ITW', '2020 q2')",0.0
32055,JCI,2020 q2,2010,0.5375704925075996,Mr. Joshua C. Pokrzywinski,0.3580250614477805,male,Morgan Stanley,"('JCI', '2020 q2')",0.0
32056,ROK,2020 q2,2010,0.6470710163748765,Mr. Joshua C. Pokrzywinski,0.4055374422728785,male,Morgan Stanley,"('ROK', '2020 q2')",0.0
32057,SWK,2020 q2,2010,0.5935982074489901,Mr. Joshua C. Pokrzywinski,0.5497447316060594,male,Morgan Stanley,"('SWK', '2020 q2')",0.0
32058,TT,2020 q2,2010,0.4777092443965616,Mr. Joshua C. Pokrzywinski,0.2608738207410452,male,Morgan Stanley,"('TT', '2020 q2')",0.0
32059,ALLE,2020 q2,2010,0.6645499084013402,Matthew Miller,0.5824209105940966,male,CFRA Equity Research,"('ALLE', '2020 q2')",0.0
32060,AOS,2020 q2,2010,0.7158441305746122,Matthew Miller,0.5855261349005508,male,CFRA Equity Research,"('AOS', '2020 q2')",0.0
32061,FBHS,2020 q2,2010,0.4632037050011242,Matthew Miller,0.5934986973630026,male,CFRA Equity Research,"('FBHS', '2020 q2')",0.0
32062,HWM,2020 q2,2010,0.8452853163500238,Matthew Miller,0.7656095787340413,male,CFRA Equity Research,"('HWM', '2020 q2')",0.0
32063,JCI,2020 q2,2010,0.5375704925075996,Matthew Miller,0.6853965276642241,male,CFRA Equity Research,"('JCI', '2020 q2')",0.0
32064,MAS,2020 q2,2010,0.6825356406603016,Matthew Miller,0.6171508272245412,male,CFRA Equity Research,"('MAS', '2020 q2')",0.0
32065,ALLE,2020 q2,2010,0.6645499084013402,Deepa Raghavan,0.5776350664067345,female,"Wells Fargo Securities, LLC","('ALLE', '2020 q2')",0.01666666753590107
32066,EMR,2020 q2,2010,0.5175379043023658,Deepa Raghavan,0.1648135948138882,female,"Wells Fargo Securities, LLC","('EMR', '2020 q2')",0.011111111690600714
32067,JCI,2020 q2,2010,0.5375704925075996,Deepa Raghavan,0.6718465769792238,female,"Wells Fargo Securities, LLC","('JCI', '2020 q2')",0.03333333507180214
32068,ROK,2020 q2,2010,0.6470710163748765,Deepa Raghavan,0.400611497570822,female,"Wells Fargo Securities, LLC","('ROK', '2020 q2')",0.0
32069,SWK,2020 q2,2010,0.5935982074489901,Deepa Raghavan,0.2934196353939794,female,"Wells Fargo Securities, LLC","('SWK', '2020 q2')",0.003982488376398881
32070,ALLE,2020 q2,2010,0.6645499084013402,Julian Mitchell,0.2910587743056545,male,Barclays,"('ALLE', '2020 q2')",0.009796229812006155
32071,CARR,2020 q2,2010,0.482611055001294,Julian Mitchell,0.5321070466635854,male,Barclays,"('CARR', '2020 q2')",0.0
32072,DOV,2020 q2,2010,0.6481441094605572,Julian Mitchell,0.2830938595734101,male,Barclays,"('DOV', '2020 q2')",0.0
32073,ETN,2020 q2,2010,0.5843110200371555,Julian Mitchell,0.5334752243766622,male,Barclays,"('ETN', '2020 q2')",0.0
32074,GD,2020 q2,2010,0.5735886775709264,Julian Mitchell,0.297438104784289,male,Barclays,"('GD', '2020 q2')",0.0
32075,IR,2020 q2,2010,0.5098452900362156,Julian Mitchell,0.2805759582629989,male,Barclays,"('IR', '2020 q2')",0.0
32076,JCI,2020 q2,2010,0.5375704925075996,Julian Mitchell,0.234231033150986,male,Barclays,"('JCI', '2020 q2')",0.0
32077,MMM,2020 q2,2010,0.5607579176312636,Julian Mitchell,0.2510603548499825,male,Barclays,"('MMM', '2020 q2')",0.0
32078,OTIS,2020 q2,2010,0.5142136849551273,Julian Mitchell,0.514998799865987,male,Barclays,"('OTIS', '2020 q2')",0.014429304748773575
32079,ROK,2020 q2,2010,0.6470710163748765,Julian Mitchell,0.4449271037542071,male,Barclays,"('ROK', '2020 q2')",0.0
32080,ROP,2020 q2,2010,0.7239969705497702,Julian Mitchell,0.5852344371642277,male,Barclays,"('ROP', '2020 q2')",0.0
32081,TT,2020 q2,2010,0.4777092443965616,Julian Mitchell,0.1789042859965863,male,Barclays,"('TT', '2020 q2')",0.0
32082,ALLE,2020 q2,2010,0.6645499084013402,SADIF Research,0.992524504919612,Not a person,Sadif Analytics Prime,"('ALLE', '2020 q2')",0.9618806540966034
32083,AOS,2020 q2,2010,0.7158441305746122,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('AOS', '2020 q2')",0.9448685646057129
32084,DOV,2020 q2,2010,0.6481441094605572,SADIF Research,0.9836854923223244,Not a person,Sadif Analytics Prime,"('DOV', '2020 q2')",0.9796517491340637
32085,ETN,2020 q2,2010,0.5843110200371555,SADIF Research,0.992099063577401,Not a person,Sadif Analytics Prime,"('ETN', '2020 q2')",0.9795823097229004
32086,FAST,2020 q2,2010,0.6665051731248497,SADIF Research,0.940175283657742,Not a person,Sadif Analytics Prime,"('FAST', '2020 q2')",0.9477843940258026
32087,GWW,2020 q2,2010,0.706944355491524,SADIF Research,0.980610284345612,Not a person,Sadif Analytics Prime,"('GWW', '2020 q2')",0.9499538838863373
32088,HWM,2020 q2,2010,0.8452853163500238,SADIF Research,0.992375100973686,Not a person,Sadif Analytics Prime,"('HWM', '2020 q2')",0.9450241923332214
32089,MAS,2020 q2,2010,0.6825356406603016,SADIF Research,0.951142768639426,Not a person,Sadif Analytics Prime,"('MAS', '2020 q2')",0.9424262046813965
32090,PH,2020 q2,2010,0.6754962130667608,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PH', '2020 q2')",0.9799292683601379
32091,PNR,2020 q2,2010,0.7295562682226868,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('PNR', '2020 q2')",0.97907555103302
32092,ROK,2020 q2,2010,0.6470710163748765,SADIF Research,0.955761206744138,Not a person,Sadif Analytics Prime,"('ROK', '2020 q2')",0.9097781181335449
32093,SNA,2020 q2,2010,0.8230161100825176,SADIF Research,0.9779982687803204,Not a person,Sadif Analytics Prime,"('SNA', '2020 q2')",0.9783851504325867
32094,ALLE,2020 q2,2010,0.6645499084013402,Brian Bernard,0.7932245198825089,male,"Morningstar, Inc.","('ALLE', '2020 q2')",0.0
32095,FAST,2020 q2,2010,0.6665051731248497,Brian Bernard,0.762554546196444,male,"Morningstar, Inc.","('FAST', '2020 q2')",0.0
32096,FBHS,2020 q2,2010,0.4632037050011242,Brian Bernard,0.5495119863886899,male,"Morningstar, Inc.","('FBHS', '2020 q2')",0.0
32097,GWW,2020 q2,2010,0.706944355491524,Brian Bernard,0.8089019598571867,male,"Morningstar, Inc.","('GWW', '2020 q2')",0.0
32098,JCI,2020 q2,2010,0.5375704925075996,Brian Bernard,0.5859116711129111,male,"Morningstar, Inc.","('JCI', '2020 q2')",0.0
32099,MAS,2020 q2,2010,0.6825356406603016,Brian Bernard,0.6238179860091225,male,"Morningstar, Inc.","('MAS', '2020 q2')",0.0
32100,TT,2020 q2,2010,0.4777092443965616,Brian Bernard,0.6868691799017177,male,"Morningstar, Inc.","('TT', '2020 q2')",0.0
32101,ALLE,2020 q2,2010,0.6645499084013402,"Mr. John F. Walsh, Jr",0.3265043923577893,male,Credit Suisse,"('ALLE', '2020 q2')",0.0
32102,ETN,2020 q2,2010,0.5843110200371555,"Mr. John F. Walsh, Jr",0.2692969448568256,male,Credit Suisse,"('ETN', '2020 q2')",0.0
32103,GE,2020 q2,2010,0.4729926338491386,"Mr. John F. Walsh, Jr",0.4528670892719882,male,Credit Suisse,"('GE', '2020 q2')",0.0
32104,HON,2020 q2,2010,0.438508516329491,"Mr. John F. Walsh, Jr",0.2883076327180061,male,Credit Suisse,"('HON', '2020 q2')",0.0
32105,IR,2020 q2,2010,0.5098452900362156,"Mr. John F. Walsh, Jr",0.3378686485958513,male,Credit Suisse,"('IR', '2020 q2')",0.0
32106,JCI,2020 q2,2010,0.5375704925075996,"Mr. John F. Walsh, Jr",0.3120594574724972,male,Credit Suisse,"('JCI', '2020 q2')",0.0
32107,ROK,2020 q2,2010,0.6470710163748765,"Mr. John F. Walsh, Jr",0.3559063309949656,male,Credit Suisse,"('ROK', '2020 q2')",0.0
32108,ALLE,2020 q2,2010,0.6645499084013402,Mr. Andrew B. Obin,0.3154114093401811,male,BofA Global Research,"('ALLE', '2020 q2')",0.0
32109,AME,2020 q2,2010,0.545768215888353,Mr. Andrew B. Obin,0.3350476769511359,male,BofA Global Research,"('AME', '2020 q2')",0.0
32110,DOV,2020 q2,2010,0.6481441094605572,Mr. Andrew B. Obin,0.290373928517514,male,BofA Global Research,"('DOV', '2020 q2')",0.012876194901764393
32111,EMR,2020 q2,2010,0.5175379043023658,Mr. Andrew B. Obin,0.1642835116533663,male,BofA Global Research,"('EMR', '2020 q2')",0.0
32112,ETN,2020 q2,2010,0.5843110200371555,Mr. Andrew B. Obin,0.3275437678232905,male,BofA Global Research,"('ETN', '2020 q2')",0.02290518768131733
32113,FLS,2020 q2,2010,0.4871225496118402,Mr. Andrew B. Obin,0.2954153704005479,male,BofA Global Research,"('FLS', '2020 q2')",0.015133070759475231
32114,GD,2020 q2,2010,0.5735886775709264,Mr. Andrew B. Obin,0.3466182583748644,male,BofA Global Research,"('GD', '2020 q2')",0.0
32115,GE,2020 q2,2010,0.4729926338491386,Mr. Andrew B. Obin,0.1942768456982831,male,BofA Global Research,"('GE', '2020 q2')",0.0
32116,HON,2020 q2,2010,0.438508516329491,Mr. Andrew B. Obin,0.1921586932129048,male,BofA Global Research,"('HON', '2020 q2')",0.0
32117,MMM,2020 q2,2010,0.5607579176312636,Mr. Andrew B. Obin,0.3203837180997337,male,BofA Global Research,"('MMM', '2020 q2')",0.0
32118,PH,2020 q2,2010,0.6754962130667608,Mr. Andrew B. Obin,0.3267412750372913,male,BofA Global Research,"('PH', '2020 q2')",0.0
32119,PNR,2020 q2,2010,0.7295562682226868,Mr. Andrew B. Obin,0.4378219609296302,male,BofA Global Research,"('PNR', '2020 q2')",0.0
32120,ROK,2020 q2,2010,0.6470710163748765,Mr. Andrew B. Obin,0.2536886288005147,male,BofA Global Research,"('ROK', '2020 q2')",0.0
32121,TT,2020 q2,2010,0.4777092443965616,Mr. Andrew B. Obin,0.2247770623669238,male,BofA Global Research,"('TT', '2020 q2')",0.0
32122,ALLE,2020 q2,2010,0.6645499084013402,Mr. Jeffrey T. Kessler,0.3202593297185664,male,"Imperial Capital, LLC","('ALLE', '2020 q2')",0.0
32123,AME,2020 q2,2010,0.545768215888353,Joshua Aguilar,0.6168330832956557,male,"Morningstar, Inc.","('AME', '2020 q2')",0.0
32124,DOV,2020 q2,2010,0.6481441094605572,Joshua Aguilar,0.6766336290917063,male,"Morningstar, Inc.","('DOV', '2020 q2')",0.008905081699291864
32125,EMR,2020 q2,2010,0.5175379043023658,Joshua Aguilar,0.5316997866497142,male,"Morningstar, Inc.","('EMR', '2020 q2')",0.011111111690600714
32126,ETN,2020 q2,2010,0.5843110200371555,Joshua Aguilar,0.5169815479734637,male,"Morningstar, Inc.","('ETN', '2020 q2')",0.01666666753590107
32127,GE,2020 q2,2010,0.4729926338491386,Joshua Aguilar,0.4162642065781521,male,"Morningstar, Inc.","('GE', '2020 q2')",0.009452680312097072
32128,HON,2020 q2,2010,0.438508516329491,Joshua Aguilar,0.4691558817245255,male,"Morningstar, Inc.","('HON', '2020 q2')",0.0
32129,ITW,2020 q2,2010,0.6594842373662819,Joshua Aguilar,0.7738046194731512,male,"Morningstar, Inc.","('ITW', '2020 q2')",0.0
32130,MMM,2020 q2,2010,0.5607579176312636,Joshua Aguilar,0.6513765363717406,male,"Morningstar, Inc.","('MMM', '2020 q2')",0.01666666753590107
32131,PH,2020 q2,2010,0.6754962130667608,Joshua Aguilar,0.575705210233697,male,"Morningstar, Inc.","('PH', '2020 q2')",0.011111111690600714
32132,ROK,2020 q2,2010,0.6470710163748765,Joshua Aguilar,0.6096113399695956,male,"Morningstar, Inc.","('ROK', '2020 q2')",0.008333333767950535
32133,ROP,2020 q2,2010,0.7239969705497702,Joshua Aguilar,0.6925974704273895,male,"Morningstar, Inc.","('ROP', '2020 q2')",0.006666667014360428
32134,RTX,2020 q2,2010,0.5811604858931357,Joshua Aguilar,0.4449804754031504,male,"Morningstar, Inc.","('RTX', '2020 q2')",0.0
32135,AME,2020 q2,2010,0.545768215888353,Mr. Robert P. McCarthy,0.4348413702053409,male,Stephens Inc.,"('AME', '2020 q2')",0.0
32136,EMR,2020 q2,2010,0.5175379043023658,Mr. Robert P. McCarthy,0.2744163372358637,male,Stephens Inc.,"('EMR', '2020 q2')",0.0
32137,ETN,2020 q2,2010,0.5843110200371555,Mr. Robert P. McCarthy,0.2281770814927768,male,Stephens Inc.,"('ETN', '2020 q2')",0.0
32138,ROK,2020 q2,2010,0.6470710163748765,Mr. Robert P. McCarthy,0.415517819803947,male,Stephens Inc.,"('ROK', '2020 q2')",0.0
32139,ROP,2020 q2,2010,0.7239969705497702,Mr. Robert P. McCarthy,0.4211601578040863,male,Stephens Inc.,"('ROP', '2020 q2')",0.0
32140,AME,2020 q2,2010,0.545768215888353,Mr. Nigel E. Coe,0.309930803654493,male,Wolfe Research,"('AME', '2020 q2')",0.0
32141,CARR,2020 q2,2010,0.482611055001294,Mr. Nigel E. Coe,0.267464108653459,male,Wolfe Research,"('CARR', '2020 q2')",0.0
32142,EMR,2020 q2,2010,0.5175379043023658,Mr. Nigel E. Coe,0.1993703076303927,male,Wolfe Research,"('EMR', '2020 q2')",0.014280800707638264
32143,FAST,2020 q2,2010,0.6665051731248497,Mr. Nigel E. Coe,0.2746614711780737,male,Wolfe Research,"('FAST', '2020 q2')",0.027380650863051414
32144,GD,2020 q2,2010,0.5735886775709264,Mr. Nigel E. Coe,0.3357037956736914,male,Wolfe Research,"('GD', '2020 q2')",0.0
32145,GE,2020 q2,2010,0.4729926338491386,Mr. Nigel E. Coe,0.2260733527538199,male,Wolfe Research,"('GE', '2020 q2')",0.007676970679312944
32146,IR,2020 q2,2010,0.5098452900362156,Mr. Nigel E. Coe,0.2307241650146117,male,Wolfe Research,"('IR', '2020 q2')",0.0
32147,OTIS,2020 q2,2010,0.5142136849551273,Mr. Nigel E. Coe,0.3329604906598576,male,Wolfe Research,"('OTIS', '2020 q2')",0.0
32148,TT,2020 q2,2010,0.4777092443965616,Mr. Nigel E. Coe,0.2218272146278689,male,Wolfe Research,"('TT', '2020 q2')",0.0
32149,AME,2020 q2,2010,0.545768215888353,Elizabeth Vermillion,0.7854883371217932,female,CFRA Equity Research,"('AME', '2020 q2')",0.0
32150,CAT,2020 q2,2010,0.6713822012296161,Elizabeth Vermillion,0.6468408236495051,female,CFRA Equity Research,"('CAT', '2020 q2')",0.0
32151,CMI,2020 q2,2010,0.5597168285750138,Elizabeth Vermillion,0.6581343108121555,female,CFRA Equity Research,"('CMI', '2020 q2')",0.0
32152,DE,2020 q2,2010,0.4749946083659019,Elizabeth Vermillion,0.668309905070094,female,CFRA Equity Research,"('DE', '2020 q2')",0.0
32153,DOV,2020 q2,2010,0.6481441094605572,Elizabeth Vermillion,0.7898469131290459,female,CFRA Equity Research,"('DOV', '2020 q2')",0.005047124344855547
32154,EMR,2020 q2,2010,0.5175379043023658,Elizabeth Vermillion,0.8087886717113842,female,CFRA Equity Research,"('EMR', '2020 q2')",0.0
32155,ETN,2020 q2,2010,0.5843110200371555,Elizabeth Vermillion,0.7299759308707823,female,CFRA Equity Research,"('ETN', '2020 q2')",0.0
32156,FAST,2020 q2,2010,0.6665051731248497,Elizabeth Vermillion,0.6602701963154739,female,CFRA Equity Research,"('FAST', '2020 q2')",0.0
32157,FLS,2020 q2,2010,0.4871225496118402,Elizabeth Vermillion,0.8838206714245531,female,CFRA Equity Research,"('FLS', '2020 q2')",0.0
32158,GD,2020 q2,2010,0.5735886775709264,Elizabeth Vermillion,0.9129965657029578,female,CFRA Equity Research,"('GD', '2020 q2')",0.0
32159,GWW,2020 q2,2010,0.706944355491524,Elizabeth Vermillion,0.8326727455244285,female,CFRA Equity Research,"('GWW', '2020 q2')",0.008429677846531073
32160,ITW,2020 q2,2010,0.6594842373662819,Elizabeth Vermillion,0.7257257816982187,female,CFRA Equity Research,"('ITW', '2020 q2')",0.0
32161,PCAR,2020 q2,2010,0.5305843981515499,Elizabeth Vermillion,0.6911720051115473,female,CFRA Equity Research,"('PCAR', '2020 q2')",0.0
32162,PH,2020 q2,2010,0.6754962130667608,Elizabeth Vermillion,0.7693720380077037,female,CFRA Equity Research,"('PH', '2020 q2')",0.0
32163,PNR,2020 q2,2010,0.7295562682226868,Elizabeth Vermillion,0.7698173811498374,female,CFRA Equity Research,"('PNR', '2020 q2')",0.0
32164,PWR,2020 q2,2010,0.8145080102947017,Elizabeth Vermillion,0.8702035756555194,female,CFRA Equity Research,"('PWR', '2020 q2')",0.0
32165,ROK,2020 q2,2010,0.6470710163748765,Elizabeth Vermillion,0.8176064447305543,female,CFRA Equity Research,"('ROK', '2020 q2')",0.0
32166,SNA,2020 q2,2010,0.8230161100825176,Elizabeth Vermillion,0.731434331429175,female,CFRA Equity Research,"('SNA', '2020 q2')",0.0
32167,SWK,2020 q2,2010,0.5935982074489901,Elizabeth Vermillion,0.6290924355419368,female,CFRA Equity Research,"('SWK', '2020 q2')",0.0
32168,TT,2020 q2,2010,0.4777092443965616,Elizabeth Vermillion,0.7823528629053581,female,CFRA Equity Research,"('TT', '2020 q2')",0.0
32169,URI,2020 q2,2010,0.6460294090236024,Elizabeth Vermillion,0.6512027731298186,female,CFRA Equity Research,"('URI', '2020 q2')",0.0
32170,WAB,2020 q2,2010,0.5400071884035746,Elizabeth Vermillion,0.7559485983171805,female,CFRA Equity Research,"('WAB', '2020 q2')",0.0
32171,AME,2020 q2,2010,0.545768215888353,"Mr. Deane Dray, CFA",0.2186223528455203,male,RBC Capital Markets,"('AME', '2020 q2')",0.0
32172,CARR,2020 q2,2010,0.482611055001294,"Mr. Deane Dray, CFA",0.2359131199395412,male,RBC Capital Markets,"('CARR', '2020 q2')",0.0
32173,DOV,2020 q2,2010,0.6481441094605572,"Mr. Deane Dray, CFA",0.2724387407113677,male,RBC Capital Markets,"('DOV', '2020 q2')",0.0
32174,EMR,2020 q2,2010,0.5175379043023658,"Mr. Deane Dray, CFA",0.1929729310010289,male,RBC Capital Markets,"('EMR', '2020 q2')",0.01666666753590107
32175,ETN,2020 q2,2010,0.5843110200371555,"Mr. Deane Dray, CFA",0.1722620329777142,male,RBC Capital Markets,"('ETN', '2020 q2')",0.0
32176,FLS,2020 q2,2010,0.4871225496118402,"Mr. Deane Dray, CFA",0.2728520544275718,male,RBC Capital Markets,"('FLS', '2020 q2')",0.0
32177,GD,2020 q2,2010,0.5735886775709264,"Mr. Deane Dray, CFA",0.2310529617405675,male,RBC Capital Markets,"('GD', '2020 q2')",0.0
32178,GE,2020 q2,2010,0.4729926338491386,"Mr. Deane Dray, CFA",0.1288752795580996,male,RBC Capital Markets,"('GE', '2020 q2')",0.0
32179,GWW,2020 q2,2010,0.706944355491524,"Mr. Deane Dray, CFA",0.3346896354174248,male,RBC Capital Markets,"('GWW', '2020 q2')",0.0
32180,HON,2020 q2,2010,0.438508516329491,"Mr. Deane Dray, CFA",0.1057516253536255,male,RBC Capital Markets,"('HON', '2020 q2')",0.0
32181,IEX,2020 q2,2010,0.5432330622250338,"Mr. Deane Dray, CFA",0.3370997587486252,male,RBC Capital Markets,"('IEX', '2020 q2')",0.0
32182,JCI,2020 q2,2010,0.5375704925075996,"Mr. Deane Dray, CFA",0.1884120845917314,male,RBC Capital Markets,"('JCI', '2020 q2')",0.0
32183,MMM,2020 q2,2010,0.5607579176312636,"Mr. Deane Dray, CFA",0.2259639795212481,male,RBC Capital Markets,"('MMM', '2020 q2')",0.0
32184,PNR,2020 q2,2010,0.7295562682226868,"Mr. Deane Dray, CFA",0.4096260675918589,male,RBC Capital Markets,"('PNR', '2020 q2')",0.0
32185,AME,2020 q2,2010,0.545768215888353,"Allison A. Poliniak-Cusic, CFA",0.2575130489083737,female,"Wells Fargo Securities, LLC","('AME', '2020 q2')",0.01783558912575245
32186,IEX,2020 q2,2010,0.5432330622250338,"Allison A. Poliniak-Cusic, CFA",0.3030214634920279,female,"Wells Fargo Securities, LLC","('IEX', '2020 q2')",0.010412603616714478
32187,ROP,2020 q2,2010,0.7239969705497702,"Allison A. Poliniak-Cusic, CFA",0.4115060514054396,female,"Wells Fargo Securities, LLC","('ROP', '2020 q2')",0.0
32188,AME,2020 q2,2010,0.545768215888353,Mr. Andrew E. E. Buscaglia,0.2184511096505316,male,Berenberg,"('AME', '2020 q2')",0.0
32189,GD,2020 q2,2010,0.5735886775709264,Mr. Andrew E. E. Buscaglia,0.3428898542531197,male,Berenberg,"('GD', '2020 q2')",0.0
32190,AOS,2020 q2,2010,0.7158441305746122,"Mr. Kevin W. Hocevar, CFA",0.5352985211379606,male,Northcoast Research,"('AOS', '2020 q2')",0.01544051275899013
32191,AOS,2020 q2,2010,0.7158441305746122,Mr. Luis J. Amadeo,0.5324738827522572,male,"Oppenheimer & Co., Inc.","('AOS', '2020 q2')",0.0
32192,FLS,2020 q2,2010,0.4871225496118402,Mr. Luis J. Amadeo,0.2881196069854602,male,"Oppenheimer & Co., Inc.","('FLS', '2020 q2')",0.0
32193,IEX,2020 q2,2010,0.5432330622250338,Mr. Luis J. Amadeo,0.3167817231052885,male,"Oppenheimer & Co., Inc.","('IEX', '2020 q2')",0.0
32194,PNR,2020 q2,2010,0.7295562682226868,Mr. Luis J. Amadeo,0.3989193298015695,male,"Oppenheimer & Co., Inc.","('PNR', '2020 q2')",0.0
32195,BA,2020 q2,2010,0.4889104017558545,Mr. Burkett Huey,0.5081282761266578,male,"Morningstar, Inc.","('BA', '2020 q2')",0.0
32196,LMT,2020 q2,2010,0.5234081506725172,Mr. Burkett Huey,0.454760927887552,male,"Morningstar, Inc.","('LMT', '2020 q2')",0.0
32197,NOC,2020 q2,2010,0.6394753982356711,Mr. Burkett Huey,0.8376794153043385,male,"Morningstar, Inc.","('NOC', '2020 q2')",0.0
32198,RTX,2020 q2,2010,0.5811604858931357,Mr. Burkett Huey,0.3940475862517299,male,"Morningstar, Inc.","('RTX', '2020 q2')",0.0
32199,BA,2020 q2,2010,0.4889104017558545,"Mr. Cai Von Rumohr, CFA",0.1279473334235691,male,Cowen and Company,"('BA', '2020 q2')",0.0
32200,LMT,2020 q2,2010,0.5234081506725172,"Mr. Cai Von Rumohr, CFA",0.2177065365181431,male,Cowen and Company,"('LMT', '2020 q2')",0.0
32201,NOC,2020 q2,2010,0.6394753982356711,"Mr. Cai Von Rumohr, CFA",0.2933222197543325,male,Cowen and Company,"('NOC', '2020 q2')",0.0
32202,OTIS,2020 q2,2010,0.5142136849551273,"Mr. Cai Von Rumohr, CFA",0.3257437852944745,male,Cowen and Company,"('OTIS', '2020 q2')",0.0
32203,TXT,2020 q2,2010,0.6086806697539944,"Mr. Cai Von Rumohr, CFA",0.3788907185349351,male,Cowen and Company,"('TXT', '2020 q2')",0.0
32204,BA,2020 q2,2010,0.4889104017558545,Hunter K. Keay,0.1333132044995684,male,Wolfe Research,"('BA', '2020 q2')",0.03163564143081506
32205,LMT,2020 q2,2010,0.5234081506725172,Hunter K. Keay,0.4078477947473397,male,Wolfe Research,"('LMT', '2020 q2')",0.0
32206,TDG,2020 q2,2010,0.6021985668408683,Hunter K. Keay,0.5981506806984811,male,Wolfe Research,"('TDG', '2020 q2')",0.03333333507180214
32207,BA,2020 q2,2010,0.4889104017558545,"Mr. Charles P. Minervino, CFA",0.6234529103275183,male,Susquehanna Financial Group LLLP,"('BA', '2020 q2')",0.0
32208,LMT,2020 q2,2010,0.5234081506725172,"Mr. Charles P. Minervino, CFA",0.6844281747451156,male,Susquehanna Financial Group LLLP,"('LMT', '2020 q2')",0.0
32209,NOC,2020 q2,2010,0.6394753982356711,"Mr. Charles P. Minervino, CFA",0.7466822431584718,male,Susquehanna Financial Group LLLP,"('NOC', '2020 q2')",0.0
32210,RTX,2020 q2,2010,0.5811604858931357,"Mr. Charles P. Minervino, CFA",0.7495590495138456,male,Susquehanna Financial Group LLLP,"('RTX', '2020 q2')",0.0
32211,TXT,2020 q2,2010,0.6086806697539944,"Mr. Charles P. Minervino, CFA",0.74605917240054,male,Susquehanna Financial Group LLLP,"('TXT', '2020 q2')",0.0
32212,BA,2020 q2,2010,0.4889104017558545,Mr. Andrew P. Gollan,0.1075269121013307,male,Berenberg,"('BA', '2020 q2')",0.0
32213,LMT,2020 q2,2010,0.5234081506725172,Mr. Andrew P. Gollan,0.3026342403571673,male,Berenberg,"('LMT', '2020 q2')",0.0
32214,BA,2020 q2,2010,0.4889104017558545,Colin Scarola,0.4483928338432844,male,CFRA Equity Research,"('BA', '2020 q2')",0.002209232747554779
32215,GE,2020 q2,2010,0.4729926338491386,Colin Scarola,0.5730727918439151,male,CFRA Equity Research,"('GE', '2020 q2')",0.0
32216,HII,2020 q2,2010,0.3045234581991003,Colin Scarola,0.4900665725334784,male,CFRA Equity Research,"('HII', '2020 q2')",0.0
32217,HON,2020 q2,2010,0.438508516329491,Colin Scarola,0.6494163421512763,male,CFRA Equity Research,"('HON', '2020 q2')",0.0036700451746582985
32218,LHX,2020 q2,2010,0.6609063610037318,Colin Scarola,0.6893830775226151,male,CFRA Equity Research,"('LHX', '2020 q2')",0.0
32219,LMT,2020 q2,2010,0.5234081506725172,Colin Scarola,0.5433997590423355,male,CFRA Equity Research,"('LMT', '2020 q2')",0.0
32220,MMM,2020 q2,2010,0.5607579176312636,Colin Scarola,0.7736689340434777,male,CFRA Equity Research,"('MMM', '2020 q2')",0.0
32221,NOC,2020 q2,2010,0.6394753982356711,Colin Scarola,0.6115632814010438,male,CFRA Equity Research,"('NOC', '2020 q2')",0.0
32222,ROP,2020 q2,2010,0.7239969705497702,Colin Scarola,0.853668089379904,male,CFRA Equity Research,"('ROP', '2020 q2')",0.002006407454609871
32223,RTX,2020 q2,2010,0.5811604858931357,Colin Scarola,0.6301653068839963,male,CFRA Equity Research,"('RTX', '2020 q2')",0.0
32224,TDG,2020 q2,2010,0.6021985668408683,Colin Scarola,0.7933121898101495,male,CFRA Equity Research,"('TDG', '2020 q2')",0.0
32225,TXT,2020 q2,2010,0.6086806697539944,Colin Scarola,0.6586773291823619,male,CFRA Equity Research,"('TXT', '2020 q2')",0.0
32226,BA,2020 q2,2010,0.4889104017558545,Mr. Naman Jain,0.3805687136265714,male,Crispidea,"('BA', '2020 q2')",0.0
32227,ETN,2020 q2,2010,0.5843110200371555,Mr. Naman Jain,0.4297036788123897,male,Crispidea,"('ETN', '2020 q2')",0.0
32228,NOC,2020 q2,2010,0.6394753982356711,Mr. Naman Jain,0.4337106544525012,male,Crispidea,"('NOC', '2020 q2')",0.0
32229,TDG,2020 q2,2010,0.6021985668408683,Mr. Naman Jain,0.5627016266733983,male,Crispidea,"('TDG', '2020 q2')",0.0
32230,BA,2020 q2,2010,0.4889104017558545,Mr. Ken G. Herbert,0.1957798858299167,male,Canaccord Genuity,"('BA', '2020 q2')",0.03278820123523474
32231,TDG,2020 q2,2010,0.6021985668408683,Mr. Ken G. Herbert,0.3812948321665351,male,Canaccord Genuity,"('TDG', '2020 q2')",0.008279580622911453
32232,BA,2020 q2,2010,0.4889104017558545,Mr. Robert M. Spingarn,0.3311841773077888,male,Credit Suisse,"('BA', '2020 q2')",0.0
32233,HII,2020 q2,2010,0.3045234581991003,Mr. Robert M. Spingarn,0.1686295917553481,male,Credit Suisse,"('HII', '2020 q2')",0.0
32234,LHX,2020 q2,2010,0.6609063610037318,Mr. Robert M. Spingarn,0.583586851728217,male,Credit Suisse,"('LHX', '2020 q2')",0.03057795576751232
32235,NOC,2020 q2,2010,0.6394753982356711,Mr. Robert M. Spingarn,0.4755432928710255,male,Credit Suisse,"('NOC', '2020 q2')",0.0
32236,RTX,2020 q2,2010,0.5811604858931357,Mr. Robert M. Spingarn,0.5020835599833758,male,Credit Suisse,"('RTX', '2020 q2')",0.010188187472522259
32237,TDG,2020 q2,2010,0.6021985668408683,Mr. Robert M. Spingarn,0.3881326971918054,male,Credit Suisse,"('TDG', '2020 q2')",0.0
32238,TXT,2020 q2,2010,0.6086806697539944,Mr. Robert M. Spingarn,0.4813319253980982,male,Credit Suisse,"('TXT', '2020 q2')",0.0
32239,BA,2020 q2,2010,0.4889104017558545,Mr. Michael Eisen,0.2092148703794322,male,RBC Capital Markets,"('BA', '2020 q2')",0.0
32240,HII,2020 q2,2010,0.3045234581991003,Mr. Michael Eisen,0.1909846281225943,male,RBC Capital Markets,"('HII', '2020 q2')",0.0
32241,LHX,2020 q2,2010,0.6609063610037318,Mr. Michael Eisen,0.3442618126392566,male,RBC Capital Markets,"('LHX', '2020 q2')",0.0116425184533
32242,NOC,2020 q2,2010,0.6394753982356711,Mr. Michael Eisen,0.3218016757148629,male,RBC Capital Markets,"('NOC', '2020 q2')",0.0
32243,BA,2020 q2,2010,0.4889104017558545,Mr. David Strauss,0.7175948382010993,male,Barclays,"('BA', '2020 q2')",0.0
32244,HWM,2020 q2,2010,0.8452853163500238,Mr. David Strauss,0.6835775086152079,male,Barclays,"('HWM', '2020 q2')",0.0
32245,TDG,2020 q2,2010,0.6021985668408683,Mr. David Strauss,0.5364612032301435,male,Barclays,"('TDG', '2020 q2')",0.0
32246,BA,2020 q2,2010,0.4889104017558545,Mr. Jose Caiado De Sousa,0.4778483586277822,male,Credit Suisse,"('BA', '2020 q2')",0.0
32247,BA,2020 q2,2010,0.4889104017558545,Ronald J. J. Epstein,0.1197031372267452,male,BofA Global Research,"('BA', '2020 q2')",0.016103094443678856
32248,HII,2020 q2,2010,0.3045234581991003,Ronald J. J. Epstein,0.224916405316924,male,BofA Global Research,"('HII', '2020 q2')",0.017433423548936844
32249,LHX,2020 q2,2010,0.6609063610037318,Ronald J. J. Epstein,0.3483324716727273,male,BofA Global Research,"('LHX', '2020 q2')",0.0
32250,LMT,2020 q2,2010,0.5234081506725172,Ronald J. J. Epstein,0.360276910426395,male,BofA Global Research,"('LMT', '2020 q2')",0.0
32251,NOC,2020 q2,2010,0.6394753982356711,Ronald J. J. Epstein,0.4108713808808675,male,BofA Global Research,"('NOC', '2020 q2')",0.0
32252,RTX,2020 q2,2010,0.5811604858931357,Ronald J. J. Epstein,0.2987243999700567,male,BofA Global Research,"('RTX', '2020 q2')",0.0
32253,TDG,2020 q2,2010,0.6021985668408683,Ronald J. J. Epstein,0.3768512806490607,male,BofA Global Research,"('TDG', '2020 q2')",0.0
32254,TXT,2020 q2,2010,0.6086806697539944,Ronald J. J. Epstein,0.407561721145707,male,BofA Global Research,"('TXT', '2020 q2')",0.0
32255,BA,2020 q2,2010,0.4889104017558545,Mr. Josh W. Sullivan,0.2768139652276855,male,The Benchmark Company LLC,"('BA', '2020 q2')",0.031417325139045715
32256,HWM,2020 q2,2010,0.8452853163500238,Mr. Josh W. Sullivan,0.7260658585213529,male,The Benchmark Company LLC,"('HWM', '2020 q2')",0.0
32257,LHX,2020 q2,2010,0.6609063610037318,Mr. Josh W. Sullivan,0.5806799108738114,male,The Benchmark Company LLC,"('LHX', '2020 q2')",0.012757720425724983
32258,CARR,2020 q2,2010,0.482611055001294,Mr. Gautam J. Khanna,0.304414227162775,male,Cowen and Company,"('CARR', '2020 q2')",0.0
32259,GE,2020 q2,2010,0.4729926338491386,Mr. Gautam J. Khanna,0.1343873357915632,male,Cowen and Company,"('GE', '2020 q2')",0.0
32260,HII,2020 q2,2010,0.3045234581991003,Mr. Gautam J. Khanna,0.1748733685254573,male,Cowen and Company,"('HII', '2020 q2')",0.0
32261,HWM,2020 q2,2010,0.8452853163500238,Mr. Gautam J. Khanna,0.6592390685988887,male,Cowen and Company,"('HWM', '2020 q2')",0.0
32262,JCI,2020 q2,2010,0.5375704925075996,Mr. Gautam J. Khanna,0.3306353611894893,male,Cowen and Company,"('JCI', '2020 q2')",0.0
32263,LHX,2020 q2,2010,0.6609063610037318,Mr. Gautam J. Khanna,0.7501732903192161,male,Cowen and Company,"('LHX', '2020 q2')",0.0
32264,TT,2020 q2,2010,0.4777092443965616,Mr. Gautam J. Khanna,0.2351986922398958,male,Cowen and Company,"('TT', '2020 q2')",0.025262054055929184
32265,CARR,2020 q2,2010,0.482611055001294,Virginia M. Chambless,0.3465365477196107,female,JPMorgan Econ & FI,"('CARR', '2020 q2')",0.016545621678233147
32266,CARR,2020 q2,2010,0.482611055001294,Mr. Nicholas P. Heymann,0.3871491418552129,male,William Blair & Company,"('CARR', '2020 q2')",0.0
32267,EMR,2020 q2,2010,0.5175379043023658,Mr. Nicholas P. Heymann,0.283303809891082,male,William Blair & Company,"('EMR', '2020 q2')",0.0
32268,ETN,2020 q2,2010,0.5843110200371555,Mr. Nicholas P. Heymann,0.2230002648291873,male,William Blair & Company,"('ETN', '2020 q2')",0.0
32269,GE,2020 q2,2010,0.4729926338491386,Mr. Nicholas P. Heymann,0.242875666605624,male,William Blair & Company,"('GE', '2020 q2')",0.0
32270,HON,2020 q2,2010,0.438508516329491,Mr. Nicholas P. Heymann,0.245035389421617,male,William Blair & Company,"('HON', '2020 q2')",0.0
32271,JCI,2020 q2,2010,0.5375704925075996,Mr. Nicholas P. Heymann,0.2846901859048374,male,William Blair & Company,"('JCI', '2020 q2')",0.0
32272,MMM,2020 q2,2010,0.5607579176312636,Mr. Nicholas P. Heymann,0.3395668719467177,male,William Blair & Company,"('MMM', '2020 q2')",0.0
32273,ROK,2020 q2,2010,0.6470710163748765,Mr. Nicholas P. Heymann,0.3056660048826752,male,William Blair & Company,"('ROK', '2020 q2')",0.0
32274,TT,2020 q2,2010,0.4777092443965616,Mr. Nicholas P. Heymann,0.2539190079340613,male,William Blair & Company,"('TT', '2020 q2')",0.0
32275,WAB,2020 q2,2010,0.5400071884035746,Mr. Nicholas P. Heymann,0.2472466876982088,male,William Blair & Company,"('WAB', '2020 q2')",0.0
32276,CAT,2020 q2,2010,0.6713822012296161,Research Department,0.533199239169329,Not a person,Trefis,"('CAT', '2020 q2')",0.01988832326605916
32277,CAT,2020 q2,2010,0.6713822012296161,Mr. David M. Raso,0.3586520645354735,male,EVERCORE ISI,"('CAT', '2020 q2')",0.0
32278,CAT,2020 q2,2010,0.6713822012296161,Courtney Yakavonis,0.5735140251942423,female,Morgan Stanley,"('CAT', '2020 q2')",0.0
32279,CMI,2020 q2,2010,0.5597168285750138,Courtney Yakavonis,0.4621818033203372,female,Morgan Stanley,"('CMI', '2020 q2')",0.0
32280,DE,2020 q2,2010,0.4749946083659019,Courtney Yakavonis,0.4352330300028501,female,Morgan Stanley,"('DE', '2020 q2')",0.0
32281,PCAR,2020 q2,2010,0.5305843981515499,Courtney Yakavonis,0.5998275668586467,female,Morgan Stanley,"('PCAR', '2020 q2')",0.0
32282,URI,2020 q2,2010,0.6460294090236024,Courtney Yakavonis,0.632474442599494,female,Morgan Stanley,"('URI', '2020 q2')",0.0
32283,WAB,2020 q2,2010,0.5400071884035746,Courtney Yakavonis,0.5478733769771232,female,Morgan Stanley,"('WAB', '2020 q2')",0.0
32284,CAT,2020 q2,2010,0.6713822012296161,Mr. Ashish R. Gupta,0.2978303349847434,male,Stephens Inc.,"('CAT', '2020 q2')",0.0
32285,DE,2020 q2,2010,0.4749946083659019,Mr. Ashish R. Gupta,0.2217876317304566,male,Stephens Inc.,"('DE', '2020 q2')",0.03299257345497608
32286,CAT,2020 q2,2010,0.6713822012296161,Andrew M. Casey,0.3659743501811631,male,"Wells Fargo Securities, LLC","('CAT', '2020 q2')",0.0
32287,CMI,2020 q2,2010,0.5597168285750138,Andrew M. Casey,0.2173093160370247,male,"Wells Fargo Securities, LLC","('CMI', '2020 q2')",0.0
32288,DE,2020 q2,2010,0.4749946083659019,Andrew M. Casey,0.2150917966214134,male,"Wells Fargo Securities, LLC","('DE', '2020 q2')",0.0
32289,ETN,2020 q2,2010,0.5843110200371555,Andrew M. Casey,0.2726868605913557,male,"Wells Fargo Securities, LLC","('ETN', '2020 q2')",0.0
32290,ITW,2020 q2,2010,0.6594842373662819,Andrew M. Casey,0.3453781107518675,male,"Wells Fargo Securities, LLC","('ITW', '2020 q2')",0.0
32291,PCAR,2020 q2,2010,0.5305843981515499,Andrew M. Casey,0.2375766919847134,male,"Wells Fargo Securities, LLC","('PCAR', '2020 q2')",0.0035683314005533853
32292,PH,2020 q2,2010,0.6754962130667608,Andrew M. Casey,0.2846686346596263,male,"Wells Fargo Securities, LLC","('PH', '2020 q2')",0.0
32293,CAT,2020 q2,2010,0.6713822012296161,Mr. Seth Weber,0.8724131896646508,male,RBC Capital Markets,"('CAT', '2020 q2')",0.0
32294,DE,2020 q2,2010,0.4749946083659019,Mr. Seth Weber,0.1464382178853101,male,RBC Capital Markets,"('DE', '2020 q2')",0.0
32295,PCAR,2020 q2,2010,0.5305843981515499,Mr. Seth Weber,0.2354616457921202,male,RBC Capital Markets,"('PCAR', '2020 q2')",0.0
32296,CAT,2020 q2,2010,0.6713822012296161,Ms. Jamie Cook,0.319301822330129,female,Credit Suisse,"('CAT', '2020 q2')",0.0
32297,CMI,2020 q2,2010,0.5597168285750138,Ms. Jamie Cook,0.297964999785102,female,Credit Suisse,"('CMI', '2020 q2')",0.0
32298,DE,2020 q2,2010,0.4749946083659019,Ms. Jamie Cook,0.2548109666010741,female,Credit Suisse,"('DE', '2020 q2')",0.0
32299,ITW,2020 q2,2010,0.6594842373662819,Ms. Jamie Cook,0.5414856627844811,female,Credit Suisse,"('ITW', '2020 q2')",0.0
32300,PCAR,2020 q2,2010,0.5305843981515499,Ms. Jamie Cook,0.3117733506031838,female,Credit Suisse,"('PCAR', '2020 q2')",0.0
32301,PH,2020 q2,2010,0.6754962130667608,Ms. Jamie Cook,0.3744787755399391,female,Credit Suisse,"('PH', '2020 q2')",0.0
32302,PWR,2020 q2,2010,0.8145080102947017,Ms. Jamie Cook,0.789174466004053,female,Credit Suisse,"('PWR', '2020 q2')",0.0
32303,CAT,2020 q2,2010,0.6713822012296161,Mr. Ross P. Gilardi,0.484908736445572,male,BofA Global Research,"('CAT', '2020 q2')",0.011111111690600714
32304,DE,2020 q2,2010,0.4749946083659019,Mr. Ross P. Gilardi,0.2305650086564823,male,BofA Global Research,"('DE', '2020 q2')",0.0
32305,ITW,2020 q2,2010,0.6594842373662819,Mr. Ross P. Gilardi,0.4754161543604039,male,BofA Global Research,"('ITW', '2020 q2')",0.0
32306,PCAR,2020 q2,2010,0.5305843981515499,Mr. Ross P. Gilardi,0.4339128961260066,male,BofA Global Research,"('PCAR', '2020 q2')",0.0
32307,SWK,2020 q2,2010,0.5935982074489901,Mr. Ross P. Gilardi,0.3717982505793702,male,BofA Global Research,"('SWK', '2020 q2')",0.0
32308,URI,2020 q2,2010,0.6460294090236024,Mr. Ross P. Gilardi,0.4318403429237958,male,BofA Global Research,"('URI', '2020 q2')",0.0
32309,CAT,2020 q2,2010,0.6713822012296161,"Brian K. Langenberg, CFA",0.3530208721020814,male,Langenberg & Co,"('CAT', '2020 q2')",0.0
32310,CAT,2020 q2,2010,0.6713822012296161,Mr. Scott L. Pope,0.9024829741165076,male,"Morningstar, Inc.","('CAT', '2020 q2')",0.0
32311,CMI,2020 q2,2010,0.5597168285750138,Mr. Scott L. Pope,0.6573764857986971,male,"Morningstar, Inc.","('CMI', '2020 q2')",0.0
32312,DE,2020 q2,2010,0.4749946083659019,Mr. Scott L. Pope,0.6349760288486134,male,"Morningstar, Inc.","('DE', '2020 q2')",0.03333333507180214
32313,PCAR,2020 q2,2010,0.5305843981515499,Mr. Scott L. Pope,0.6337625703141553,male,"Morningstar, Inc.","('PCAR', '2020 q2')",0.0
32314,SNA,2020 q2,2010,0.8230161100825176,Mr. Scott L. Pope,0.8205213711287052,male,"Morningstar, Inc.","('SNA', '2020 q2')",0.0
32315,URI,2020 q2,2010,0.6460294090236024,Mr. Scott L. Pope,0.7951593125154939,male,"Morningstar, Inc.","('URI', '2020 q2')",0.0
32316,CMI,2020 q2,2010,0.5597168285750138,Matthew Elkott,0.277829525747266,male,Cowen and Company,"('CMI', '2020 q2')",0.008481748402118683
32317,PCAR,2020 q2,2010,0.5305843981515499,Matthew Elkott,0.369131520286894,male,Cowen and Company,"('PCAR', '2020 q2')",0.019079036079347134
32318,WAB,2020 q2,2010,0.5400071884035746,Matthew Elkott,0.2887491739086825,male,Cowen and Company,"('WAB', '2020 q2')",0.011565981432795525
32319,CMI,2020 q2,2010,0.5597168285750138,"Saree Boroditsky, CFA",0.2666677525454479,female,Jefferies,"('CMI', '2020 q2')",0.0
32320,PCAR,2020 q2,2010,0.5305843981515499,"Saree Boroditsky, CFA",0.1629743861919184,female,Jefferies,"('PCAR', '2020 q2')",0.0
32321,PNR,2020 q2,2010,0.7295562682226868,"Saree Boroditsky, CFA",0.3288110642389013,female,Jefferies,"('PNR', '2020 q2')",0.0
32322,TT,2020 q2,2010,0.4777092443965616,"Saree Boroditsky, CFA",0.2708597472458851,female,Jefferies,"('TT', '2020 q2')",0.0
32323,WAB,2020 q2,2010,0.5400071884035746,"Saree Boroditsky, CFA",0.3699867092995458,female,Jefferies,"('WAB', '2020 q2')",0.0
32324,CMI,2020 q2,2010,0.5597168285750138,Mr. Sushant Deosker,0.6623035807909581,male,Crispidea,"('CMI', '2020 q2')",0.0
32325,DOV,2020 q2,2010,0.6481441094605572,Mr. Sushant Deosker,0.545376363988812,male,Crispidea,"('DOV', '2020 q2')",0.016535159200429916
32326,EMR,2020 q2,2010,0.5175379043023658,Mr. Sushant Deosker,0.5688738270630475,male,Crispidea,"('EMR', '2020 q2')",0.0
32327,ETN,2020 q2,2010,0.5843110200371555,Mr. Sushant Deosker,0.3993169692184505,male,Crispidea,"('ETN', '2020 q2')",0.0
32328,MMM,2020 q2,2010,0.5607579176312636,Mr. Sushant Deosker,0.5450632410795763,male,Crispidea,"('MMM', '2020 q2')",0.0
32329,ROP,2020 q2,2010,0.7239969705497702,Mr. Sushant Deosker,0.553665980393217,male,Crispidea,"('ROP', '2020 q2')",0.0
32330,DE,2020 q2,2010,0.4749946083659019,"Lawrence T. De Maria, CFA",0.3438603371913576,male,William Blair & Company,"('DE', '2020 q2')",0.0
32331,DOV,2020 q2,2010,0.6481441094605572,"Lawrence T. De Maria, CFA",0.3439919744514059,male,William Blair & Company,"('DOV', '2020 q2')",0.0
32332,DOV,2020 q2,2010,0.6481441094605572,Ms. Nicole DeBlase,0.4780534071511042,female,Deutsche Bank,"('DOV', '2020 q2')",0.0
32333,EMR,2020 q2,2010,0.5175379043023658,Ms. Nicole DeBlase,0.3726587032204168,female,Deutsche Bank,"('EMR', '2020 q2')",0.0
32334,ETN,2020 q2,2010,0.5843110200371555,Ms. Nicole DeBlase,0.3514583710472911,female,Deutsche Bank,"('ETN', '2020 q2')",0.0
32335,GE,2020 q2,2010,0.4729926338491386,Ms. Nicole DeBlase,0.3130480215462713,female,Deutsche Bank,"('GE', '2020 q2')",0.0
32336,HON,2020 q2,2010,0.438508516329491,Ms. Nicole DeBlase,0.4326192021892205,female,Deutsche Bank,"('HON', '2020 q2')",0.029191214591264725
32337,IR,2020 q2,2010,0.5098452900362156,Ms. Nicole DeBlase,0.411348120379681,female,Deutsche Bank,"('IR', '2020 q2')",0.0
32338,ITW,2020 q2,2010,0.6594842373662819,Ms. Nicole DeBlase,0.5356050052681313,female,Deutsche Bank,"('ITW', '2020 q2')",0.0
32339,MMM,2020 q2,2010,0.5607579176312636,Ms. Nicole DeBlase,0.4040964276296135,female,Deutsche Bank,"('MMM', '2020 q2')",0.0
32340,PH,2020 q2,2010,0.6754962130667608,Ms. Nicole DeBlase,0.6277135501427744,female,Deutsche Bank,"('PH', '2020 q2')",0.0
32341,ROK,2020 q2,2010,0.6470710163748765,Ms. Nicole DeBlase,0.4585542804728097,female,Deutsche Bank,"('ROK', '2020 q2')",0.0
32342,SWK,2020 q2,2010,0.5935982074489901,Ms. Nicole DeBlase,0.4383581374159047,female,Deutsche Bank,"('SWK', '2020 q2')",0.0
32343,TT,2020 q2,2010,0.4777092443965616,Ms. Nicole DeBlase,0.4040038820366133,female,Deutsche Bank,"('TT', '2020 q2')",0.0
32344,EMR,2020 q2,2010,0.5175379043023658,Christopher D. Glynn,0.3978564579433876,male,"Oppenheimer & Co., Inc.","('EMR', '2020 q2')",0.0
32345,ROP,2020 q2,2010,0.7239969705497702,Christopher D. Glynn,0.5364682796017435,male,"Oppenheimer & Co., Inc.","('ROP', '2020 q2')",0.0
32346,FAST,2020 q2,2010,0.6665051731248497,Mr. Blake Hirschman,0.3854893806200688,male,Stephens Inc.,"('FAST', '2020 q2')",0.0
32347,PWR,2020 q2,2010,0.8145080102947017,Mr. Blake Hirschman,0.7760679811057984,male,Stephens Inc.,"('PWR', '2020 q2')",0.0
32348,FAST,2020 q2,2010,0.6665051731248497,"Ryan J. Merkel, CFA",0.5495382331614701,male,William Blair & Company,"('FAST', '2020 q2')",0.027349770069122314
32349,FAST,2020 q2,2010,0.6665051731248497,Mr. Michael McGinn,0.3449029745425384,male,"Wells Fargo Securities, LLC","('FAST', '2020 q2')",0.0
32350,GWW,2020 q2,2010,0.706944355491524,Mr. Michael McGinn,0.3780828726424984,male,"Wells Fargo Securities, LLC","('GWW', '2020 q2')",0.006220176815986633
32351,FBHS,2020 q2,2010,0.4632037050011242,Matthew A. Bouley,0.2162404410861757,male,Barclays,"('FBHS', '2020 q2')",0.0
32352,MAS,2020 q2,2010,0.6825356406603016,Matthew A. Bouley,0.4197590691932731,male,Barclays,"('MAS', '2020 q2')",0.0
32353,FBHS,2020 q2,2010,0.4632037050011242,Mr. Adam Baumgarten,0.2002887864828248,male,Credit Suisse,"('FBHS', '2020 q2')",0.011336351744830608
32354,MAS,2020 q2,2010,0.6825356406603016,Mr. Adam Baumgarten,0.2616429118184322,male,Credit Suisse,"('MAS', '2020 q2')",0.019740596413612366
32355,FBHS,2020 q2,2010,0.4632037050011242,Michael Dahl,0.2423524231576432,male,RBC Capital Markets,"('FBHS', '2020 q2')",0.0
32356,MAS,2020 q2,2010,0.6825356406603016,Michael Dahl,0.355261954890138,male,RBC Capital Markets,"('MAS', '2020 q2')",0.0
32357,FBHS,2020 q2,2010,0.4632037050011242,Mr. Stephen S. Kim,0.233745996188611,male,EVERCORE ISI,"('FBHS', '2020 q2')",0.0
32358,MAS,2020 q2,2010,0.6825356406603016,Mr. Stephen S. Kim,0.33373343844784,male,EVERCORE ISI,"('MAS', '2020 q2')",0.0
32359,FBHS,2020 q2,2010,0.4632037050011242,Mr. Truman A. Patterson,0.2356226404312527,male,"Wells Fargo Securities, LLC","('FBHS', '2020 q2')",0.02259415201842785
32360,MAS,2020 q2,2010,0.6825356406603016,Mr. Truman A. Patterson,0.2455602343594852,male,"Wells Fargo Securities, LLC","('MAS', '2020 q2')",0.02786172879859805
32361,FBHS,2020 q2,2010,0.4632037050011242,Keith B. Hughes,0.217224296688835,male,SunTrust Robinson Humphrey Capital Markets,"('FBHS', '2020 q2')",0.0
32362,MAS,2020 q2,2010,0.6825356406603016,Keith B. Hughes,0.4717609600006084,male,SunTrust Robinson Humphrey Capital Markets,"('MAS', '2020 q2')",0.009266463108360767
32363,FBHS,2020 q2,2010,0.4632037050011242,"John Lovallo, II",0.5721486297185091,male,BofA Global Research,"('FBHS', '2020 q2')",0.012782846577465534
32364,MAS,2020 q2,2010,0.6825356406603016,"John Lovallo, II",0.5636538354065426,male,BofA Global Research,"('MAS', '2020 q2')",0.0
32365,GD,2020 q2,2010,0.5735886775709264,Krzysztof Smalec,0.8223015938090559,male,"Morningstar, Inc.","('GD', '2020 q2')",0.0
32366,IEX,2020 q2,2010,0.5432330622250338,Krzysztof Smalec,0.747480987648472,male,"Morningstar, Inc.","('IEX', '2020 q2')",0.0
32367,IR,2020 q2,2010,0.5098452900362156,Krzysztof Smalec,0.7636684274604356,male,"Morningstar, Inc.","('IR', '2020 q2')",0.0
32368,PNR,2020 q2,2010,0.7295562682226868,Krzysztof Smalec,0.7248975619918454,male,"Morningstar, Inc.","('PNR', '2020 q2')",0.0
32369,GE,2020 q2,2010,0.4729926338491386,"Mr. Justin L. Bergner, CFA",0.6668465451273684,male,Gabelli & Company,"('GE', '2020 q2')",0.03333333507180214
32370,GWW,2020 q2,2010,0.706944355491524,"Mr. Justin L. Bergner, CFA",0.4169275675812272,male,Gabelli & Company,"('GWW', '2020 q2')",0.0
32371,SWK,2020 q2,2010,0.5935982074489901,"Mr. Justin L. Bergner, CFA",0.3355982631174166,male,Gabelli & Company,"('SWK', '2020 q2')",0.0
32372,GWW,2020 q2,2010,0.706944355491524,Mr. Thomas Hayes,0.6029864469520974,male,Northcoast Research,"('GWW', '2020 q2')",0.042029098607599735
32373,ITW,2020 q2,2010,0.6594842373662819,Mr. Thomas Hayes,0.487406992422501,male,Northcoast Research,"('ITW', '2020 q2')",0.031597066670656204
32374,SNA,2020 q2,2010,0.8230161100825176,Mr. Thomas Hayes,0.7510505029189194,male,Northcoast Research,"('SNA', '2020 q2')",0.007012214045971632
32375,SWK,2020 q2,2010,0.5935982074489901,Mr. Thomas Hayes,0.5498079365297077,male,Northcoast Research,"('SWK', '2020 q2')",0.0
32376,GWW,2020 q2,2010,0.706944355491524,"Mr. Hamzah Mazari, CPA",0.3327819149375402,male,Jefferies,"('GWW', '2020 q2')",0.012538877315819263
32377,HON,2020 q2,2010,0.438508516329491,Shri Puneet Garg,0.1341146976839006,male,HSBC,"('HON', '2020 q2')",0.0
32378,HON,2020 q2,2010,0.438508516329491,Sheila Kahyaoglu,0.1719117157879247,female,Jefferies,"('HON', '2020 q2')",0.0
32379,LHX,2020 q2,2010,0.6609063610037318,Sheila Kahyaoglu,0.3612005557778637,female,Jefferies,"('LHX', '2020 q2')",0.0
32380,RTX,2020 q2,2010,0.5811604858931357,Sheila Kahyaoglu,0.27911481743187,female,Jefferies,"('RTX', '2020 q2')",0.0
32381,TDG,2020 q2,2010,0.6021985668408683,Sheila Kahyaoglu,0.3055517588154553,female,Jefferies,"('TDG', '2020 q2')",0.0
32382,HWM,2020 q2,2010,0.8452853163500238,Mr. Andrew Lane,0.8553028879551674,male,"Morningstar, Inc.","('HWM', '2020 q2')",0.0
32383,IEX,2020 q2,2010,0.5432330622250338,Mr. Michael Gaugler,0.6330063088796519,male,Janney Montgomery Scott LLC,"('IEX', '2020 q2')",0.1300920881330967
32384,IR,2020 q2,2010,0.5098452900362156,Mr. William A. Herbert,0.4508429488151346,male,Piper Sandler Companies,"('IR', '2020 q2')",0.0
32385,LHX,2020 q2,2010,0.6609063610037318,Michael Ciarmoli,0.6565046950985843,male,SunTrust Robinson Humphrey Capital Markets,"('LHX', '2020 q2')",0.0
32386,TDG,2020 q2,2010,0.6021985668408683,Michael Ciarmoli,0.2364338097705522,male,SunTrust Robinson Humphrey Capital Markets,"('TDG', '2020 q2')",0.0
32387,LMT,2020 q2,2010,0.5234081506725172,Mr. Matthew H. Sharpe,0.2640650350765919,male,Morgan Stanley,"('LMT', '2020 q2')",0.0
32388,MAS,2020 q2,2010,0.6825356406603016,Seldon Clarke,0.9793325485578545,male,Deutsche Bank,"('MAS', '2020 q2')",0.0
32389,MMM,2020 q2,2010,0.5607579176312636,"Mr. Laurence Alexander, CFA",0.3372246393895262,male,Jefferies,"('MMM', '2020 q2')",0.005778605118393898
32390,OTIS,2020 q2,2010,0.5142136849551273,Ms. Denise M. Molina,0.6695214548548046,female,"Morningstar, Inc.","('OTIS', '2020 q2')",0.0
32391,PCAR,2020 q2,2010,0.5305843981515499,Mr. Scott H. Group,0.2314882660382802,male,Wolfe Research,"('PCAR', '2020 q2')",0.0
32392,WAB,2020 q2,2010,0.5400071884035746,Mr. Scott H. Group,0.2763825809954829,male,Wolfe Research,"('WAB', '2020 q2')",0.0
32393,PNR,2020 q2,2010,0.7295562682226868,Mr. Joseph C. Giordano,0.7508934435839549,male,Cowen and Company,"('PNR', '2020 q2')",0.0
32394,ROP,2020 q2,2010,0.7239969705497702,Mr. Joseph C. Giordano,0.8088015265357875,male,Cowen and Company,"('ROP', '2020 q2')",0.0
32395,PNR,2020 q2,2010,0.7295562682226868,"Brian P. Drab, CFA",0.5870776867096661,male,William Blair & Company,"('PNR', '2020 q2')",0.0
32396,PWR,2020 q2,2010,0.8145080102947017,Gus Richard,0.6730407672571398,male,Northland Securities,"('PWR', '2020 q2')",0.0
32397,SNA,2020 q2,2010,0.8230161100825176,"Mr. Bret D. Jordan, CFA, CFA",0.6388824719108145,male,Jefferies,"('SNA', '2020 q2')",0.0
32398,SNA,2020 q2,2010,0.8230161100825176,Gary Prestopino,0.6690907578213324,male,Barrington Research Associates,"('SNA', '2020 q2')",0.0
32399,SNA,2020 q2,2010,0.8230161100825176,"Curtis Nagle, CFA",0.5995798746546078,male,BofA Global Research,"('SNA', '2020 q2')",0.03480825945734978
32400,SWK,2020 q2,2010,0.5935982074489901,Markus Mittermaier,0.6012933678994815,male,UBS Equities,"('SWK', '2020 q2')",0.0
32401,TDG,2020 q2,2010,0.6021985668408683,Yilma Abebe,0.3795775179572593,male,JPMorgan Econ & FI,"('TDG', '2020 q2')",0.0
32402,TDG,2020 q2,2010,0.6021985668408683,Ross Law,0.395986691367,male,Berenberg,"('TDG', '2020 q2')",0.0
32403,TT,2020 q2,2010,0.4777092443965616,"Mr. Stephen Tusa, Jr, CFA",0.1772896242716445,male,JPMorgan,"('TT', '2020 q2')",0.010874660064776739
32404,TT,2020 q2,2010,0.4777092443965616,Mr. Joel G. Tiss,0.2820939263302053,male,BMO Capital Markets,"('TT', '2020 q2')",0.027015745639801025
32405,URI,2020 q2,2010,0.6460294090236024,Mr. Scott Schneeberger,0.3293127682321977,male,"Oppenheimer & Co., Inc.","('URI', '2020 q2')",0.0
32406,URI,2020 q2,2010,0.6460294090236024,Mr. John Healy,0.4819249324279508,male,Northcoast Research,"('URI', '2020 q2')",0.0
32407,WAB,2020 q2,2010,0.5400071884035746,Mr. Ken S. Hoexter,0.268413463499513,male,BofA Global Research,"('WAB', '2020 q2')",0.0
32408,WAB,2020 q2,2010,0.5400071884035746,Justin T. Long,0.593024943543963,male,Stephens Inc.,"('WAB', '2020 q2')",0.0
32409,APA,2018 q3,1010,0.3985422635828348,Mr. Gail N. Dodds,0.0857832430781406,male,Stephens Inc.,"('APA', '2018 q3')",0.0
32410,APA,2018 q3,1010,0.3985422635828348,Mr. Doug G. Leggate,0.2049569533151606,male,BofA Global Research,"('APA', '2018 q3')",0.0
32411,COG,2018 q3,1010,0.6308810348203315,Mr. Doug G. Leggate,0.3880858325144711,male,BofA Global Research,"('COG', '2018 q3')",0.0
32412,COP,2018 q3,1010,0.5162664615295487,Mr. Doug G. Leggate,0.2440661247134058,male,BofA Global Research,"('COP', '2018 q3')",0.0
32413,CVX,2018 q3,1010,0.5330879733467461,Mr. Doug G. Leggate,0.1935175475764363,male,BofA Global Research,"('CVX', '2018 q3')",0.00957336276769638
32414,CXO,2018 q3,1010,0.4615051197922514,Mr. Doug G. Leggate,0.3777924377190628,male,BofA Global Research,"('CXO', '2018 q3')",0.0
32415,DVN,2018 q3,1010,0.4343760879037085,Mr. Doug G. Leggate,0.1834968624458764,male,BofA Global Research,"('DVN', '2018 q3')",0.020778247620910406
32416,EOG,2018 q3,1010,0.5338260900814753,Mr. Doug G. Leggate,0.3118048872315673,male,BofA Global Research,"('EOG', '2018 q3')",0.0
32417,HES,2018 q3,1010,0.5014808174241243,Mr. Doug G. Leggate,0.1744324824538452,male,BofA Global Research,"('HES', '2018 q3')",0.006856298074126244
32418,HFC,2018 q3,1010,0.5010867694350063,Mr. Doug G. Leggate,0.4411144278689859,male,BofA Global Research,"('HFC', '2018 q3')",0.0
32419,MRO,2018 q3,1010,0.6178990555327004,Mr. Doug G. Leggate,0.4106802796845922,male,BofA Global Research,"('MRO', '2018 q3')",0.0
32420,NBL,2018 q3,1010,0.4518263189161607,Mr. Doug G. Leggate,0.3479788314718483,male,BofA Global Research,"('NBL', '2018 q3')",0.0
32421,OXY,2018 q3,1010,0.5732556126240913,Mr. Doug G. Leggate,0.1690488637138823,male,BofA Global Research,"('OXY', '2018 q3')",0.011716097593307495
32422,PXD,2018 q3,1010,0.401676269429628,Mr. Doug G. Leggate,0.3153211012046333,male,BofA Global Research,"('PXD', '2018 q3')",0.0171955619007349
32423,VLO,2018 q3,1010,0.7540846164986771,Mr. Doug G. Leggate,0.7518045667248764,male,BofA Global Research,"('VLO', '2018 q3')",0.0
32424,XOM,2018 q3,1010,0.3702438120158633,Mr. Doug G. Leggate,0.2196793552459352,male,BofA Global Research,"('XOM', '2018 q3')",0.02604065276682377
32425,APA,2018 q3,1010,0.3985422635828348,"Mr. Michael J. McAllister, Jr",0.1393536372375694,male,MUFG Securities Americas Inc.,"('APA', '2018 q3')",0.0
32426,DVN,2018 q3,1010,0.4343760879037085,"Mr. Michael J. McAllister, Jr",0.102413830433957,male,MUFG Securities Americas Inc.,"('DVN', '2018 q3')",0.023348134011030197
32427,HES,2018 q3,1010,0.5014808174241243,"Mr. Michael J. McAllister, Jr",0.1639102809021025,male,MUFG Securities Americas Inc.,"('HES', '2018 q3')",0.006069197319447994
32428,NBL,2018 q3,1010,0.4518263189161607,"Mr. Michael J. McAllister, Jr",0.0876466699804113,male,MUFG Securities Americas Inc.,"('NBL', '2018 q3')",0.0
32429,OXY,2018 q3,1010,0.5732556126240913,"Mr. Michael J. McAllister, Jr",0.1747235691063836,male,MUFG Securities Americas Inc.,"('OXY', '2018 q3')",0.0
32430,PXD,2018 q3,1010,0.401676269429628,"Mr. Michael J. McAllister, Jr",0.1066520409960697,male,MUFG Securities Americas Inc.,"('PXD', '2018 q3')",0.0
32431,APA,2018 q3,1010,0.3985422635828348,Mr. Leo P. Mariani,0.0927933970771879,male,NatAlliance,"('APA', '2018 q3')",0.0
32432,CXO,2018 q3,1010,0.4615051197922514,Mr. Leo P. Mariani,0.1189619915280176,male,NatAlliance,"('CXO', '2018 q3')",0.0
32433,NBL,2018 q3,1010,0.4518263189161607,Mr. Leo P. Mariani,0.0751367075112475,male,NatAlliance,"('NBL', '2018 q3')",0.0
32434,OXY,2018 q3,1010,0.5732556126240913,Mr. Leo P. Mariani,0.1473637226693499,male,NatAlliance,"('OXY', '2018 q3')",0.0
32435,PXD,2018 q3,1010,0.401676269429628,Mr. Leo P. Mariani,0.0796185514574555,male,NatAlliance,"('PXD', '2018 q3')",0.0
32436,APA,2018 q3,1010,0.3985422635828348,Mr. Stephen Richardson,0.1461028853185096,male,EVERCORE ISI,"('APA', '2018 q3')",0.0
32437,COG,2018 q3,1010,0.6308810348203315,Mr. Stephen Richardson,0.2586661688878408,male,EVERCORE ISI,"('COG', '2018 q3')",0.0
32438,FANG,2018 q3,1010,0.4330946955814522,Mr. Stephen Richardson,0.1328207740747843,male,EVERCORE ISI,"('FANG', '2018 q3')",0.0
32439,NBL,2018 q3,1010,0.4518263189161607,Mr. Stephen Richardson,0.1116451862509325,male,EVERCORE ISI,"('NBL', '2018 q3')",0.0
32440,APA,2018 q3,1010,0.3985422635828348,Stewart Glickman,0.4187972051136843,male,CFRA Equity Research,"('APA', '2018 q3')",0.0
32441,COG,2018 q3,1010,0.6308810348203315,Stewart Glickman,0.5042410492741608,male,CFRA Equity Research,"('COG', '2018 q3')",0.0
32442,COP,2018 q3,1010,0.5162664615295487,Stewart Glickman,0.4700757658623281,male,CFRA Equity Research,"('COP', '2018 q3')",0.0
32443,CVX,2018 q3,1010,0.5330879733467461,Stewart Glickman,0.505909575355237,male,CFRA Equity Research,"('CVX', '2018 q3')",0.0
32444,CXO,2018 q3,1010,0.4615051197922514,Stewart Glickman,0.5307539760471558,male,CFRA Equity Research,"('CXO', '2018 q3')",0.0
32445,DVN,2018 q3,1010,0.4343760879037085,Stewart Glickman,0.4692870276355015,male,CFRA Equity Research,"('DVN', '2018 q3')",0.0
32446,EOG,2018 q3,1010,0.5338260900814753,Stewart Glickman,0.392662166946762,male,CFRA Equity Research,"('EOG', '2018 q3')",0.0
32447,FANG,2018 q3,1010,0.4330946955814522,Stewart Glickman,0.4923755234166489,male,CFRA Equity Research,"('FANG', '2018 q3')",0.0
32448,HES,2018 q3,1010,0.5014808174241243,Stewart Glickman,0.4238069752983679,male,CFRA Equity Research,"('HES', '2018 q3')",0.0
32449,HFC,2018 q3,1010,0.5010867694350063,Stewart Glickman,0.5078618742748627,male,CFRA Equity Research,"('HFC', '2018 q3')",0.0
32450,KMI,2018 q3,1010,0.3608362883534948,Stewart Glickman,0.4369909733049318,male,CFRA Equity Research,"('KMI', '2018 q3')",0.0
32451,MPC,2018 q3,1010,0.7995343494067498,Stewart Glickman,0.6674408884539803,male,CFRA Equity Research,"('MPC', '2018 q3')",0.0
32452,MRO,2018 q3,1010,0.6178990555327004,Stewart Glickman,0.5578411893883235,male,CFRA Equity Research,"('MRO', '2018 q3')",0.0
32453,NBL,2018 q3,1010,0.4518263189161607,Stewart Glickman,0.3498750683708284,male,CFRA Equity Research,"('NBL', '2018 q3')",0.0
32454,OKE,2018 q3,1010,0.4733999726551925,Stewart Glickman,0.552436105884345,male,CFRA Equity Research,"('OKE', '2018 q3')",0.0
32455,OXY,2018 q3,1010,0.5732556126240913,Stewart Glickman,0.5003540389182474,male,CFRA Equity Research,"('OXY', '2018 q3')",0.0
32456,PSX,2018 q3,1010,0.5734178625218416,Stewart Glickman,0.5734178625218416,male,CFRA Equity Research,"('PSX', '2018 q3')",0.0
32457,PXD,2018 q3,1010,0.401676269429628,Stewart Glickman,0.3715602897327675,male,CFRA Equity Research,"('PXD', '2018 q3')",0.0
32458,VLO,2018 q3,1010,0.7540846164986771,Stewart Glickman,0.6612494378301758,male,CFRA Equity Research,"('VLO', '2018 q3')",0.0
32459,WMB,2018 q3,1010,0.4293018268014549,Stewart Glickman,0.488456721810257,male,CFRA Equity Research,"('WMB', '2018 q3')",0.0
32460,XOM,2018 q3,1010,0.3702438120158633,Stewart Glickman,0.4471275406733039,male,CFRA Equity Research,"('XOM', '2018 q3')",0.0
32461,APA,2018 q3,1010,0.3985422635828348,"Charles Robertson, CFA",0.3233233475089072,male,Cowen and Company,"('APA', '2018 q3')",0.0
32462,CXO,2018 q3,1010,0.4615051197922514,"Charles Robertson, CFA",0.8014461418513652,male,Cowen and Company,"('CXO', '2018 q3')",0.0
32463,DVN,2018 q3,1010,0.4343760879037085,"Charles Robertson, CFA",0.746759040319171,male,Cowen and Company,"('DVN', '2018 q3')",0.0
32464,HES,2018 q3,1010,0.5014808174241243,"Charles Robertson, CFA",0.3600998815150055,male,Cowen and Company,"('HES', '2018 q3')",0.0
32465,OXY,2018 q3,1010,0.5732556126240913,"Charles Robertson, CFA",0.1464627018650399,male,Cowen and Company,"('OXY', '2018 q3')",0.0
32466,PXD,2018 q3,1010,0.401676269429628,"Charles Robertson, CFA",0.4607525750881384,male,Cowen and Company,"('PXD', '2018 q3')",0.0
32467,APA,2018 q3,1010,0.3985422635828348,SADIF Research,0.9597707736130404,Not a person,Sadif Analytics Prime,"('APA', '2018 q3')",0.941632091999054
32468,COG,2018 q3,1010,0.6308810348203315,SADIF Research,0.8935451810672744,Not a person,Sadif Analytics Prime,"('COG', '2018 q3')",0.8866786956787109
32469,CVX,2018 q3,1010,0.5330879733467461,SADIF Research,0.9573963339196816,Not a person,Sadif Analytics Prime,"('CVX', '2018 q3')",0.9279488325119019
32470,FANG,2018 q3,1010,0.4330946955814522,SADIF Research,0.9563425652386144,Not a person,Sadif Analytics Prime,"('FANG', '2018 q3')",0.9374258518218994
32471,HAL,2018 q3,1010,0.6304454500850192,SADIF Research,0.9939019051323807,Not a person,Sadif Analytics Prime,"('HAL', '2018 q3')",0.9743720293045044
32472,HP,2018 q3,1010,0.5295149958324457,SADIF Research,0.9673340546093332,Not a person,Sadif Analytics Prime,"('HP', '2018 q3')",0.9074068069458008
32473,MPC,2018 q3,1010,0.7995343494067498,SADIF Research,0.9853452683124504,Not a person,Sadif Analytics Prime,"('MPC', '2018 q3')",0.9589281678199768
32474,NBL,2018 q3,1010,0.4518263189161607,SADIF Research,0.9590804624275412,Not a person,Sadif Analytics Prime,"('NBL', '2018 q3')",0.9455798268318176
32475,OXY,2018 q3,1010,0.5732556126240913,SADIF Research,0.9884013945399892,Not a person,Sadif Analytics Prime,"('OXY', '2018 q3')",0.9660862684249878
32476,SLB,2018 q3,1010,0.5757180840936489,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('SLB', '2018 q3')",0.9698931574821472
32477,APA,2018 q3,1010,0.3985422635828348,Mr. Josh Silverstein,0.2573540758788162,male,Wolfe Research,"('APA', '2018 q3')",0.0
32478,OXY,2018 q3,1010,0.5732556126240913,Mr. Josh Silverstein,0.1592068311634393,male,Wolfe Research,"('OXY', '2018 q3')",0.04652442783117294
32479,APA,2018 q3,1010,0.3985422635828348,Mr. Devin J. McDermott,0.1212210822491939,male,Morgan Stanley,"('APA', '2018 q3')",0.014877613633871078
32480,COP,2018 q3,1010,0.5162664615295487,Mr. Devin J. McDermott,0.2853313421931129,male,Morgan Stanley,"('COP', '2018 q3')",0.0
32481,HES,2018 q3,1010,0.5014808174241243,Mr. Devin J. McDermott,0.4369386099767788,male,Morgan Stanley,"('HES', '2018 q3')",0.0
32482,OXY,2018 q3,1010,0.5732556126240913,Mr. Devin J. McDermott,0.3501912845824757,male,Morgan Stanley,"('OXY', '2018 q3')",0.0
32483,COG,2018 q3,1010,0.6308810348203315,Credit Suisse Global Product Marketing,0.6037287792875994,Not a person,Credit Suisse,"('COG', '2018 q3')",0.0
32484,COG,2018 q3,1010,0.6308810348203315,Mr. Marshall Coltrain,0.3340220619746394,male,Guggenheim Securities LLC,"('COG', '2018 q3')",0.0
32485,DVN,2018 q3,1010,0.4343760879037085,Mr. Marshall Coltrain,0.0962878802588238,male,Guggenheim Securities LLC,"('DVN', '2018 q3')",0.008562942035496235
32486,EOG,2018 q3,1010,0.5338260900814753,Mr. Marshall Coltrain,0.2544030647239209,male,Guggenheim Securities LLC,"('EOG', '2018 q3')",0.0
32487,COG,2018 q3,1010,0.6308810348203315,Mr. Biju Z. Perincheril,0.6823819988988566,male,Susquehanna Financial Group LLLP,"('COG', '2018 q3')",0.03333333507180214
32488,CXO,2018 q3,1010,0.4615051197922514,Mr. Biju Z. Perincheril,0.1994435701251751,male,Susquehanna Financial Group LLLP,"('CXO', '2018 q3')",0.0
32489,DVN,2018 q3,1010,0.4343760879037085,Mr. Biju Z. Perincheril,0.1641135342182767,male,Susquehanna Financial Group LLLP,"('DVN', '2018 q3')",0.04718254506587982
32490,FANG,2018 q3,1010,0.4330946955814522,Mr. Biju Z. Perincheril,0.0921455282174366,male,Susquehanna Financial Group LLLP,"('FANG', '2018 q3')",0.0
32491,PXD,2018 q3,1010,0.401676269429628,Mr. Biju Z. Perincheril,0.1868807465617431,male,Susquehanna Financial Group LLLP,"('PXD', '2018 q3')",0.0
32492,COG,2018 q3,1010,0.6308810348203315,Jeffrey Stafford,0.496454844960489,male,"Morningstar, Inc.","('COG', '2018 q3')",0.012165251187980175
32493,PXD,2018 q3,1010,0.401676269429628,Jeffrey Stafford,0.6608370581147925,male,"Morningstar, Inc.","('PXD', '2018 q3')",0.0
32494,COG,2018 q3,1010,0.6308810348203315,Mr. David W. Kistler,0.3008851876591162,male,Piper Sandler Companies,"('COG', '2018 q3')",0.0
32495,CXO,2018 q3,1010,0.4615051197922514,Mr. David W. Kistler,0.348161326914829,male,Piper Sandler Companies,"('CXO', '2018 q3')",0.0
32496,DVN,2018 q3,1010,0.4343760879037085,Mr. David W. Kistler,0.1176068857230568,male,Piper Sandler Companies,"('DVN', '2018 q3')",0.0
32497,FANG,2018 q3,1010,0.4330946955814522,Mr. David W. Kistler,0.1022355556456253,male,Piper Sandler Companies,"('FANG', '2018 q3')",0.0
32498,COP,2018 q3,1010,0.5162664615295487,"Mr. Allen Good, CFA",0.518780666019403,male,"Morningstar, Inc.","('COP', '2018 q3')",0.004381000809371471
32499,CVX,2018 q3,1010,0.5330879733467461,"Mr. Allen Good, CFA",0.5063252309921698,male,"Morningstar, Inc.","('CVX', '2018 q3')",0.0
32500,HFC,2018 q3,1010,0.5010867694350063,"Mr. Allen Good, CFA",0.5854895703093993,male,"Morningstar, Inc.","('HFC', '2018 q3')",0.0
32501,MPC,2018 q3,1010,0.7995343494067498,"Mr. Allen Good, CFA",0.6676554153348306,male,"Morningstar, Inc.","('MPC', '2018 q3')",0.0
32502,PSX,2018 q3,1010,0.5734178625218416,"Mr. Allen Good, CFA",0.5734178625218416,male,"Morningstar, Inc.","('PSX', '2018 q3')",0.02590814450134834
32503,VLO,2018 q3,1010,0.7540846164986771,"Mr. Allen Good, CFA",0.6611457896418453,male,"Morningstar, Inc.","('VLO', '2018 q3')",0.0035529062151908875
32504,XOM,2018 q3,1010,0.3702438120158633,"Mr. Allen Good, CFA",0.4345597769129501,male,"Morningstar, Inc.","('XOM', '2018 q3')",0.005740598309785128
32505,COP,2018 q3,1010,0.5162664615295487,William Featherston,0.4518226072988797,male,Credit Suisse,"('COP', '2018 q3')",0.0
32506,CVX,2018 q3,1010,0.5330879733467461,William Featherston,0.1580256422579336,male,Credit Suisse,"('CVX', '2018 q3')",0.0
32507,EOG,2018 q3,1010,0.5338260900814753,William Featherston,0.2304546421589861,male,Credit Suisse,"('EOG', '2018 q3')",0.0
32508,HES,2018 q3,1010,0.5014808174241243,William Featherston,0.4307264550916658,male,Credit Suisse,"('HES', '2018 q3')",0.0
32509,NBL,2018 q3,1010,0.4518263189161607,William Featherston,0.1407440982583027,male,Credit Suisse,"('NBL', '2018 q3')",0.0
32510,PXD,2018 q3,1010,0.401676269429628,William Featherston,0.073798190249371,male,Credit Suisse,"('PXD', '2018 q3')",0.0
32511,XOM,2018 q3,1010,0.3702438120158633,William Featherston,0.1877537018172714,male,Credit Suisse,"('XOM', '2018 q3')",0.0
32512,COP,2018 q3,1010,0.5162664615295487,Scott M. Hanold,0.2084276620584092,male,RBC Capital Markets,"('COP', '2018 q3')",0.010865319830675919
32513,NBL,2018 q3,1010,0.4518263189161607,Scott M. Hanold,0.0863983294273311,male,RBC Capital Markets,"('NBL', '2018 q3')",0.012399268336594105
32514,PXD,2018 q3,1010,0.401676269429628,Scott M. Hanold,0.0960411733053433,male,RBC Capital Markets,"('PXD', '2018 q3')",0.01666666753590107
32515,COP,2018 q3,1010,0.5162664615295487,"Mr. John P. Herrlin, Jr",0.6920136878736116,male,Societe Generale,"('COP', '2018 q3')",0.0
32516,CVX,2018 q3,1010,0.5330879733467461,"Mr. John P. Herrlin, Jr",0.8500532644765874,male,Societe Generale,"('CVX', '2018 q3')",0.0
32517,DVN,2018 q3,1010,0.4343760879037085,"Mr. John P. Herrlin, Jr",0.8022830841928027,male,Societe Generale,"('DVN', '2018 q3')",0.0
32518,EOG,2018 q3,1010,0.5338260900814753,"Mr. John P. Herrlin, Jr",0.8927554162689566,male,Societe Generale,"('EOG', '2018 q3')",0.0
32519,HES,2018 q3,1010,0.5014808174241243,"Mr. John P. Herrlin, Jr",0.6631016369382261,male,Societe Generale,"('HES', '2018 q3')",0.0
32520,MRO,2018 q3,1010,0.6178990555327004,"Mr. John P. Herrlin, Jr",0.8414769727363739,male,Societe Generale,"('MRO', '2018 q3')",0.0
32521,NBL,2018 q3,1010,0.4518263189161607,"Mr. John P. Herrlin, Jr",0.7700885432778215,male,Societe Generale,"('NBL', '2018 q3')",0.0
32522,OXY,2018 q3,1010,0.5732556126240913,"Mr. John P. Herrlin, Jr",0.8511084441275774,male,Societe Generale,"('OXY', '2018 q3')",0.0
32523,PXD,2018 q3,1010,0.401676269429628,"Mr. John P. Herrlin, Jr",0.8112613114486625,male,Societe Generale,"('PXD', '2018 q3')",0.0
32524,XOM,2018 q3,1010,0.3702438120158633,"Mr. John P. Herrlin, Jr",0.5808289160577845,male,Societe Generale,"('XOM', '2018 q3')",0.0
32525,CVX,2018 q3,1010,0.5330879733467461,Mr. Sam J. Margolin,0.1559645549908537,male,Wolfe Research,"('CVX', '2018 q3')",0.0
32526,HFC,2018 q3,1010,0.5010867694350063,Mr. Sam J. Margolin,0.2300795250362364,male,Wolfe Research,"('HFC', '2018 q3')",0.012751827016472816
32527,XOM,2018 q3,1010,0.3702438120158633,Mr. Sam J. Margolin,0.1733223634941007,male,Wolfe Research,"('XOM', '2018 q3')",0.0
32528,CVX,2018 q3,1010,0.5330879733467461,Mr. Jason Gabelman,0.2361950672329263,male,Cowen and Company,"('CVX', '2018 q3')",0.0
32529,CVX,2018 q3,1010,0.5330879733467461,Mr. Biraj Borkhataria,0.1247560099466732,male,RBC Capital Markets,"('CVX', '2018 q3')",0.01666666753590107
32530,XOM,2018 q3,1010,0.3702438120158633,Mr. Biraj Borkhataria,0.114295334228257,male,RBC Capital Markets,"('XOM', '2018 q3')",0.028841872699558735
32531,CVX,2018 q3,1010,0.5330879733467461,"Mr. Paul Y. Cheng, CFA",0.1926669552703303,male,Barclays,"('CVX', '2018 q3')",0.0
32532,HES,2018 q3,1010,0.5014808174241243,"Mr. Paul Y. Cheng, CFA",0.3290838722264811,male,Barclays,"('HES', '2018 q3')",0.006824281066656113
32533,XOM,2018 q3,1010,0.3702438120158633,"Mr. Paul Y. Cheng, CFA",0.1230739222674095,male,Barclays,"('XOM', '2018 q3')",0.030761532485485077
32534,CXO,2018 q3,1010,0.4615051197922514,"Mr. Dave Meats, CFA",0.4699715507437838,male,"Morningstar, Inc.","('CXO', '2018 q3')",0.0
32535,EOG,2018 q3,1010,0.5338260900814753,"Mr. Dave Meats, CFA",0.5220915510081356,male,"Morningstar, Inc.","('EOG', '2018 q3')",0.0
32536,FANG,2018 q3,1010,0.4330946955814522,"Mr. Dave Meats, CFA",0.3630472555399269,male,"Morningstar, Inc.","('FANG', '2018 q3')",0.0
32537,HES,2018 q3,1010,0.5014808174241243,"Mr. Dave Meats, CFA",0.3932900432966561,male,"Morningstar, Inc.","('HES', '2018 q3')",0.0049447789788246155
32538,NBL,2018 q3,1010,0.4518263189161607,"Mr. Dave Meats, CFA",0.3657941026019018,male,"Morningstar, Inc.","('NBL', '2018 q3')",0.0
32539,OXY,2018 q3,1010,0.5732556126240913,"Mr. Dave Meats, CFA",0.5484233043470318,male,"Morningstar, Inc.","('OXY', '2018 q3')",0.0
32540,CXO,2018 q3,1010,0.4615051197922514,Mr. Neal D. Dingmann,0.1195506394085335,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2018 q3')",0.0
32541,FANG,2018 q3,1010,0.4330946955814522,Mr. Neal D. Dingmann,0.0906162623476914,male,SunTrust Robinson Humphrey Capital Markets,"('FANG', '2018 q3')",0.0
32542,NBL,2018 q3,1010,0.4518263189161607,Mr. Neal D. Dingmann,0.0955351453931122,male,SunTrust Robinson Humphrey Capital Markets,"('NBL', '2018 q3')",0.0
32543,PXD,2018 q3,1010,0.401676269429628,Mr. Neal D. Dingmann,0.1126209038567907,male,SunTrust Robinson Humphrey Capital Markets,"('PXD', '2018 q3')",0.0
32544,CXO,2018 q3,1010,0.4615051197922514,"Mark Lear, CFA",0.1696515374970008,male,Jefferies,"('CXO', '2018 q3')",0.04981444031000137
32545,DVN,2018 q3,1010,0.4343760879037085,"Mark Lear, CFA",0.1148586093010411,male,Jefferies,"('DVN', '2018 q3')",0.0
32546,NBL,2018 q3,1010,0.4518263189161607,"Mark Lear, CFA",0.0810611619353759,male,Jefferies,"('NBL', '2018 q3')",0.0
32547,PXD,2018 q3,1010,0.401676269429628,"Mark Lear, CFA",0.0809062614624662,male,Jefferies,"('PXD', '2018 q3')",0.010467524640262127
32548,CXO,2018 q3,1010,0.4615051197922514,Ms. Gail A. Nicholson,0.1595494728616221,female,KLR Group,"('CXO', '2018 q3')",0.0
32549,NBL,2018 q3,1010,0.4518263189161607,Ms. Gail A. Nicholson,0.1286545001654086,female,KLR Group,"('NBL', '2018 q3')",0.0
32550,DVN,2018 q3,1010,0.4343760879037085,Acquisdata Research Team,0.2466049207725726,Not a person,Acquisdata,"('DVN', '2018 q3')",0.0
32551,EOG,2018 q3,1010,0.5338260900814753,S&P pool,0.3585274439088916,Not a person,CFRA Equity Research,"('EOG', '2018 q3')",0.0
32552,FANG,2018 q3,1010,0.4330946955814522,Jeff S. Grampp,0.0748506857067121,male,Northland Securities,"('FANG', '2018 q3')",0.0
32553,FANG,2018 q3,1010,0.4330946955814522,"Mr. Asit K. Sen, CFA",0.2580709079155588,male,BofA Global Research,"('FANG', '2018 q3')",0.0
32554,FANG,2018 q3,1010,0.4330946955814522,Ms. Betty Jiang,0.5436091717076714,female,Credit Suisse,"('FANG', '2018 q3')",0.0
32555,FANG,2018 q3,1010,0.4330946955814522,Mr. William Green,0.4497252823686431,male,Stephens Inc.,"('FANG', '2018 q3')",0.0
32556,MRO,2018 q3,1010,0.6178990555327004,Mr. William Green,0.4417762842791687,male,Stephens Inc.,"('MRO', '2018 q3')",0.0
32557,FANG,2018 q3,1010,0.4330946955814522,Mr. Jason A. Wangler,0.0999816879797733,male,"Imperial Capital, LLC","('FANG', '2018 q3')",0.0
32558,FANG,2018 q3,1010,0.4330946955814522,Mr. John M. White,0.09167997913543,male,"Roth Capital Partners, Inc.","('FANG', '2018 q3')",0.012137495912611485
32559,FTI,2018 q3,1010,0.5524225620570001,Mr. Kurt Hallead,0.2412856812676017,male,RBC Capital Markets,"('FTI', '2018 q3')",0.0255219005048275
32560,HAL,2018 q3,1010,0.6304454500850192,Mr. Kurt Hallead,0.2185285475335819,male,RBC Capital Markets,"('HAL', '2018 q3')",0.014488617579142252
32561,HP,2018 q3,1010,0.5295149958324457,Mr. Kurt Hallead,0.1914474147882765,male,RBC Capital Markets,"('HP', '2018 q3')",0.008052710443735123
32562,NOV,2018 q3,1010,0.4937312166218498,Mr. Kurt Hallead,0.2073072686671561,male,RBC Capital Markets,"('NOV', '2018 q3')",0.02860199846327305
32563,SLB,2018 q3,1010,0.5757180840936489,Mr. Kurt Hallead,0.176798481355885,male,RBC Capital Markets,"('SLB', '2018 q3')",0.0
32564,FTI,2018 q3,1010,0.5524225620570001,Preston Caldwell,0.6545661399471504,male,"Morningstar, Inc.","('FTI', '2018 q3')",0.0
32565,HAL,2018 q3,1010,0.6304454500850192,Preston Caldwell,0.6215603448689595,male,"Morningstar, Inc.","('HAL', '2018 q3')",0.0
32566,NOV,2018 q3,1010,0.4937312166218498,Preston Caldwell,0.6370464134961062,male,"Morningstar, Inc.","('NOV', '2018 q3')",0.0
32567,SLB,2018 q3,1010,0.5757180840936489,Preston Caldwell,0.6058868425627465,male,"Morningstar, Inc.","('SLB', '2018 q3')",0.0
32568,FTI,2018 q3,1010,0.5524225620570001,"Mr. Marc G. Bianchi, CFA",0.2034717395626592,male,Cowen and Company,"('FTI', '2018 q3')",0.0
32569,HAL,2018 q3,1010,0.6304454500850192,"Mr. Marc G. Bianchi, CFA",0.7494235608706145,male,Cowen and Company,"('HAL', '2018 q3')",0.0
32570,HP,2018 q3,1010,0.5295149958324457,"Mr. Marc G. Bianchi, CFA",0.158691122990026,male,Cowen and Company,"('HP', '2018 q3')",0.0
32571,NOV,2018 q3,1010,0.4937312166218498,"Mr. Marc G. Bianchi, CFA",0.158473457136254,male,Cowen and Company,"('NOV', '2018 q3')",0.0
32572,SLB,2018 q3,1010,0.5757180840936489,"Mr. Marc G. Bianchi, CFA",0.1347439427937865,male,Cowen and Company,"('SLB', '2018 q3')",0.0
32573,FTI,2018 q3,1010,0.5524225620570001,Bertrand Hodee,0.2718347258796635,male,Kepler Cheuvreux,"('FTI', '2018 q3')",0.0
32574,FTI,2018 q3,1010,0.5524225620570001,"Mr. Judson E. Bailey, CFA",0.1410163357840966,male,"Wells Fargo Securities, LLC","('FTI', '2018 q3')",0.0
32575,HAL,2018 q3,1010,0.6304454500850192,"Mr. Judson E. Bailey, CFA",0.3010989951456923,male,"Wells Fargo Securities, LLC","('HAL', '2018 q3')",0.0
32576,HP,2018 q3,1010,0.5295149958324457,"Mr. Judson E. Bailey, CFA",0.2351111357525973,male,"Wells Fargo Securities, LLC","('HP', '2018 q3')",0.0
32577,NOV,2018 q3,1010,0.4937312166218498,"Mr. Judson E. Bailey, CFA",0.2035745421473804,male,"Wells Fargo Securities, LLC","('NOV', '2018 q3')",0.0
32578,SLB,2018 q3,1010,0.5757180840936489,"Mr. Judson E. Bailey, CFA",0.2296074099433196,male,"Wells Fargo Securities, LLC","('SLB', '2018 q3')",0.0
32579,FTI,2018 q3,1010,0.5524225620570001,"Mr. Charles P. Minervino, CFA",0.26159981703567,male,Susquehanna Financial Group LLLP,"('FTI', '2018 q3')",0.0
32580,HAL,2018 q3,1010,0.6304454500850192,"Mr. Charles P. Minervino, CFA",0.8207632331090032,male,Susquehanna Financial Group LLLP,"('HAL', '2018 q3')",0.0
32581,NOV,2018 q3,1010,0.4937312166218498,"Mr. Charles P. Minervino, CFA",0.7449538052204496,male,Susquehanna Financial Group LLLP,"('NOV', '2018 q3')",0.0
32582,SLB,2018 q3,1010,0.5757180840936489,"Mr. Charles P. Minervino, CFA",0.726581029181016,male,Susquehanna Financial Group LLLP,"('SLB', '2018 q3')",0.0
32583,FTI,2018 q3,1010,0.5524225620570001,Mr. William A. Herbert,0.4088227851719334,male,Piper Sandler Companies,"('FTI', '2018 q3')",0.0
32584,HAL,2018 q3,1010,0.6304454500850192,Mr. William A. Herbert,0.2456275266615638,male,Piper Sandler Companies,"('HAL', '2018 q3')",0.0
32585,NOV,2018 q3,1010,0.4937312166218498,Mr. William A. Herbert,0.1470478800606705,male,Piper Sandler Companies,"('NOV', '2018 q3')",0.0
32586,SLB,2018 q3,1010,0.5757180840936489,Mr. William A. Herbert,0.3122988265954973,male,Piper Sandler Companies,"('SLB', '2018 q3')",0.0
32587,FTI,2018 q3,1010,0.5524225620570001,Mr. Jean-Pierre Dmirdjian,0.4906644616327185,male,Raymond James Europe RJEE/RJFI,"('FTI', '2018 q3')",0.0
32588,FTI,2018 q3,1010,0.5524225620570001,Mr. Guillaume Delaby,0.7758543600295784,male,Societe Generale,"('FTI', '2018 q3')",0.0
32589,FTI,2018 q3,1010,0.5524225620570001,Mr. Robert J. Pulleyn,0.2487402442524101,male,Morgan Stanley,"('FTI', '2018 q3')",0.0
32590,FTI,2018 q3,1010,0.5524225620570001,Paige Marcus,0.7271220649348932,female,CFRA Equity Research,"('FTI', '2018 q3')",0.0
32591,HAL,2018 q3,1010,0.6304454500850192,Paige Marcus,0.733575104558382,female,CFRA Equity Research,"('HAL', '2018 q3')",0.0
32592,HP,2018 q3,1010,0.5295149958324457,Paige Marcus,0.6334149149380879,female,CFRA Equity Research,"('HP', '2018 q3')",0.0
32593,NOV,2018 q3,1010,0.4937312166218498,Paige Marcus,0.6533082248633753,female,CFRA Equity Research,"('NOV', '2018 q3')",0.0
32594,SLB,2018 q3,1010,0.5757180840936489,Paige Marcus,0.6810700979543414,female,CFRA Equity Research,"('SLB', '2018 q3')",0.0
32595,FTI,2018 q3,1010,0.5524225620570001,Mr. Mick Pickup,0.2225344833955578,male,Barclays,"('FTI', '2018 q3')",0.0
32596,FTI,2018 q3,1010,0.5524225620570001,Ms. Victoria McCulloch,0.6239459332628664,female,RBC Capital Markets,"('FTI', '2018 q3')",0.02489278092980385
32597,FTI,2018 q3,1010,0.5524225620570001,"Mr. J. David J. Anderson, CFA",0.1928301397734365,male,Barclays,"('FTI', '2018 q3')",0.0
32598,NOV,2018 q3,1010,0.4937312166218498,"Mr. J. David J. Anderson, CFA",0.1777984924174913,male,Barclays,"('NOV', '2018 q3')",0.0
32599,FTI,2018 q3,1010,0.5524225620570001,Mr. James M. Evans,0.4568863901226441,male,Exane BNP Paribas,"('FTI', '2018 q3')",0.0
32600,FTI,2018 q3,1010,0.5524225620570001,Mr. Mark Wilson,0.1968491775156559,male,Jefferies,"('FTI', '2018 q3')",0.0
32601,FTI,2018 q3,1010,0.5524225620570001,Mr. James K. Wicklund,0.2799142953502607,male,Credit Suisse,"('FTI', '2018 q3')",0.0
32602,HAL,2018 q3,1010,0.6304454500850192,Mr. James K. Wicklund,0.2867390628807535,male,Credit Suisse,"('HAL', '2018 q3')",0.0
32603,NOV,2018 q3,1010,0.4937312166218498,Mr. James K. Wicklund,0.1864162412924802,male,Credit Suisse,"('NOV', '2018 q3')",0.011844757944345474
32604,HAL,2018 q3,1010,0.6304454500850192,Mr. James C. West,0.2249064737206084,male,EVERCORE ISI,"('HAL', '2018 q3')",0.0
32605,HP,2018 q3,1010,0.5295149958324457,Mr. James C. West,0.1485632216553795,male,EVERCORE ISI,"('HP', '2018 q3')",0.0
32606,NOV,2018 q3,1010,0.4937312166218498,Mr. James C. West,0.1678729038885288,male,EVERCORE ISI,"('NOV', '2018 q3')",0.0
32607,SLB,2018 q3,1010,0.5757180840936489,Mr. James C. West,0.2463403433360603,male,EVERCORE ISI,"('SLB', '2018 q3')",0.0
32608,HAL,2018 q3,1010,0.6304454500850192,Mr. Brad P. Handler,0.1504461326682828,male,Jefferies,"('HAL', '2018 q3')",0.0
32609,HP,2018 q3,1010,0.5295149958324457,Mr. Brad P. Handler,0.3133223396575799,male,Jefferies,"('HP', '2018 q3')",0.0
32610,SLB,2018 q3,1010,0.5757180840936489,Mr. Brad P. Handler,0.2421325595683376,male,Jefferies,"('SLB', '2018 q3')",0.0
32611,HAL,2018 q3,1010,0.6304454500850192,Mr. Michael K. Lamotte,0.3725495686768776,male,Guggenheim Securities LLC,"('HAL', '2018 q3')",0.02444758638739586
32612,HP,2018 q3,1010,0.5295149958324457,Mr. Michael K. Lamotte,0.1641951001372557,male,Guggenheim Securities LLC,"('HP', '2018 q3')",0.027113012969493866
32613,HAL,2018 q3,1010,0.6304454500850192,Edward Muztafago,0.4871339970912134,male,Societe Generale,"('HAL', '2018 q3')",0.0
32614,HP,2018 q3,1010,0.5295149958324457,Edward Muztafago,0.4027835372761998,male,Societe Generale,"('HP', '2018 q3')",0.024420075118541718
32615,NOV,2018 q3,1010,0.4937312166218498,Edward Muztafago,0.5628816458690341,male,Societe Generale,"('NOV', '2018 q3')",0.0
32616,SLB,2018 q3,1010,0.5757180840936489,Edward Muztafago,0.4542596193192742,male,Societe Generale,"('SLB', '2018 q3')",0.0
32617,HAL,2018 q3,1010,0.6304454500850192,Mr. Kenneth I. Sill,0.1836526663044235,male,SunTrust Robinson Humphrey Capital Markets,"('HAL', '2018 q3')",0.0
32618,HP,2018 q3,1010,0.5295149958324457,Mr. Kenneth I. Sill,0.6268701148809547,male,SunTrust Robinson Humphrey Capital Markets,"('HP', '2018 q3')",0.0
32619,SLB,2018 q3,1010,0.5757180840936489,Mr. Kenneth I. Sill,0.1685838096810031,male,SunTrust Robinson Humphrey Capital Markets,"('SLB', '2018 q3')",0.0
32620,HFC,2018 q3,1010,0.5010867694350063,Benny C. Wong,0.3816783415958965,male,Morgan Stanley,"('HFC', '2018 q3')",0.0
32621,HP,2018 q3,1010,0.5295149958324457,John M. Daniel,0.3370222437425386,male,Piper Sandler Companies,"('HP', '2018 q3')",0.0
32622,KMI,2018 q3,1010,0.3608362883534948,"Ms. Elvira Scotto, CFA",0.1267407658274891,female,RBC Capital Markets,"('KMI', '2018 q3')",0.0
32623,OKE,2018 q3,1010,0.4733999726551925,"Ms. Elvira Scotto, CFA",0.1931174264066351,female,RBC Capital Markets,"('OKE', '2018 q3')",0.0
32624,KMI,2018 q3,1010,0.3608362883534948,Tristan Richardson,0.1152496975229782,male,SunTrust Robinson Humphrey Capital Markets,"('KMI', '2018 q3')",0.0
32625,KMI,2018 q3,1010,0.3608362883534948,Mr. Travis Miller,0.5343562617479487,male,"Morningstar, Inc.","('KMI', '2018 q3')",0.0
32626,KMI,2018 q3,1010,0.3608362883534948,"Christopher P. Sighinolfi, CFA, CFA",0.140768868608656,male,Jefferies,"('KMI', '2018 q3')",0.0
32627,OKE,2018 q3,1010,0.4733999726551925,"Christopher P. Sighinolfi, CFA, CFA",0.335361217393275,male,Jefferies,"('OKE', '2018 q3')",0.0
32628,WMB,2018 q3,1010,0.4293018268014549,"Christopher P. Sighinolfi, CFA, CFA",0.3198145216197454,male,Jefferies,"('WMB', '2018 q3')",0.0
32629,KMI,2018 q3,1010,0.3608362883534948,Dennis Coleman,0.2696065641905735,male,BofA Global Research,"('KMI', '2018 q3')",0.0
32630,OKE,2018 q3,1010,0.4733999726551925,Dennis Coleman,0.1566773260872991,male,BofA Global Research,"('OKE', '2018 q3')",0.0
32631,WMB,2018 q3,1010,0.4293018268014549,Dennis Coleman,0.5065029623011892,male,BofA Global Research,"('WMB', '2018 q3')",0.010479438817128539
32632,KMI,2018 q3,1010,0.3608362883534948,Mr. Tom Abrams,0.3018857466710485,male,Morgan Stanley,"('KMI', '2018 q3')",0.0
32633,OKE,2018 q3,1010,0.4733999726551925,Mr. Tom Abrams,0.59063305159342,male,Morgan Stanley,"('OKE', '2018 q3')",0.0
32634,KMI,2018 q3,1010,0.3608362883534948,Mr. Daniel Lungo,0.2771392379018753,male,BofA Global Research,"('KMI', '2018 q3')",0.0
32635,KMI,2018 q3,1010,0.3608362883534948,Keith Stanley,0.1478234389966136,male,Wolfe Research,"('KMI', '2018 q3')",0.0
32636,KMI,2018 q3,1010,0.3608362883534948,Mr. Michael J. Blum,0.1499939132653212,male,"Wells Fargo Securities, LLC","('KMI', '2018 q3')",0.0
32637,OKE,2018 q3,1010,0.4733999726551925,Mr. Michael J. Blum,0.2203795916741254,male,"Wells Fargo Securities, LLC","('OKE', '2018 q3')",0.0
32638,MPC,2018 q3,1010,0.7995343494067498,Mr. Manav Gupta,0.7125500633177672,male,Credit Suisse,"('MPC', '2018 q3')",0.05355490371584892
32639,NBL,2018 q3,1010,0.4518263189161607,"Gordon Douthat, CFA",0.7418844426796319,male,"Wells Fargo Securities, LLC","('NBL', '2018 q3')",0.03333333507180214
32640,NBL,2018 q3,1010,0.4518263189161607,Irene Haas,0.0827285677272664,female,"Imperial Capital, LLC","('NBL', '2018 q3')",0.0
32641,PXD,2018 q3,1010,0.401676269429628,Irene Haas,0.0834349463019502,female,"Imperial Capital, LLC","('PXD', '2018 q3')",0.0
32642,OKE,2018 q3,1010,0.4733999726551925,Mr. Stephen Ellis,0.4699270534169683,male,"Morningstar, Inc.","('OKE', '2018 q3')",0.0
32643,WMB,2018 q3,1010,0.4293018268014549,Mr. Stephen Ellis,0.4426902000572622,male,"Morningstar, Inc.","('WMB', '2018 q3')",0.0
32644,OKE,2018 q3,1010,0.4733999726551925,Mr. Matthew Phillips,0.3539156752255786,male,Guggenheim Securities LLC,"('OKE', '2018 q3')",0.022918984293937683
32645,OXY,2018 q3,1010,0.5732556126240913,Mr. Jason D. Gammel,0.5640780632104987,male,Jefferies,"('OXY', '2018 q3')",0.0
32646,XOM,2018 q3,1010,0.3702438120158633,Mr. Jason D. Gammel,0.1102854167549882,male,Jefferies,"('XOM', '2018 q3')",0.014104868285357952
32647,VLO,2018 q3,1010,0.7540846164986771,"Mr. Garett Ursu, CFA",0.7680790446648957,male,Cormark Securities Inc.,"('VLO', '2018 q3')",0.03333333507180214
32648,WMB,2018 q3,1010,0.4293018268014549,Alex Kania,0.1695495685159084,male,Wolfe Research,"('WMB', '2018 q3')",0.0
32649,WMB,2018 q3,1010,0.4293018268014549,"Mr. TJ J. Schultz, CFA",0.1891934401301391,male,RBC Capital Markets,"('WMB', '2018 q3')",0.0
32650,WMB,2018 q3,1010,0.4293018268014549,Mr. Matt Schmid,0.2803669661595507,male,Stephens Inc.,"('WMB', '2018 q3')",0.0
32651,WMB,2018 q3,1010,0.4293018268014549,"Sharon Lui, CPA",0.171128754065709,female,"Wells Fargo Securities, LLC","('WMB', '2018 q3')",0.0
32652,XOM,2018 q3,1010,0.3702438120158633,Research Department,0.1774070677474659,Not a person,Trefis,"('XOM', '2018 q3')",0.0
32653,CPRT,2018 q1,2020,0.543532652942549,Mr. Ben Bienvenu,0.2422300252936439,male,Stephens Inc.,"('CPRT', '2018 q1')",0.016315602231770754
32654,CPRT,2018 q1,2020,0.543532652942549,"Chris Bottiglieri, CPA",0.4307884447631782,male,Wolfe Research,"('CPRT', '2018 q1')",0.0
32655,CPRT,2018 q1,2020,0.543532652942549,Mr. John Healy,0.4321681047933913,male,Northcoast Research,"('CPRT', '2018 q1')",0.0
32656,CTAS,2018 q1,2020,0.6996458710121229,Mr. John Healy,0.4368637927609218,male,Northcoast Research,"('CTAS', '2018 q1')",0.017290404997766018
32657,RHI,2018 q1,2020,0.4574995722733618,Mr. John Healy,0.2711398695571774,male,Northcoast Research,"('RHI', '2018 q1')",0.0
32658,CPRT,2018 q1,2020,0.543532652942549,"Mr. Bret D. Jordan, CFA, CFA",0.3161354518040749,male,Jefferies,"('CPRT', '2018 q1')",0.014176997356116772
32659,CPRT,2018 q1,2020,0.543532652942549,Gary Prestopino,0.9028634491595738,male,Barrington Research Associates,"('CPRT', '2018 q1')",0.0
32660,CTAS,2018 q1,2020,0.6996458710121229,Mr. Tim Mulrooney,0.4130023792951915,male,William Blair & Company,"('CTAS', '2018 q1')",0.0
32661,ROL,2018 q1,2020,0.0,Mr. Tim Mulrooney,,male,William Blair & Company,"('ROL', '2018 q1')",0.0
32662,CTAS,2018 q1,2020,0.6996458710121229,CFRA Research,0.647041187500429,Not a person,CFRA Equity Research,"('CTAS', '2018 q1')",0.010590062166253725
32663,CTAS,2018 q1,2020,0.6996458710121229,"Mr. Gary Bisbee, CFA",0.3658289140216822,male,RBC Capital Markets,"('CTAS', '2018 q1')",0.019042877480387688
32664,EFX,2018 q1,2020,0.7650458501046306,"Mr. Gary Bisbee, CFA",0.5590710086924766,male,RBC Capital Markets,"('EFX', '2018 q1')",0.022222223381201427
32665,INFO,2018 q1,2020,0.6501802252370761,"Mr. Gary Bisbee, CFA",0.2018153049145893,male,RBC Capital Markets,"('INFO', '2018 q1')",0.008333333767950535
32666,RHI,2018 q1,2020,0.4574995722733618,"Mr. Gary Bisbee, CFA",0.2161356167655923,male,RBC Capital Markets,"('RHI', '2018 q1')",0.0
32667,VRSK,2018 q1,2020,0.7342340039161148,"Mr. Gary Bisbee, CFA",0.2912786921041219,male,RBC Capital Markets,"('VRSK', '2018 q1')",0.0
32668,CTAS,2018 q1,2020,0.6996458710121229,"Elliott L. Schlang, CFA",0.4739050292200965,male,Great Lakes/Wellington Shields,"('CTAS', '2018 q1')",0.006509765361746152
32669,CTAS,2018 q1,2020,0.6996458710121229,Ms. Toni M. Kaplan,0.3998992422362001,female,Morgan Stanley,"('CTAS', '2018 q1')",0.04334397241473198
32670,INFO,2018 q1,2020,0.6501802252370761,Ms. Toni M. Kaplan,0.6529333332613647,female,Morgan Stanley,"('INFO', '2018 q1')",0.0
32671,NLSN,2018 q1,2020,0.8581140062925734,Ms. Toni M. Kaplan,0.7982666208400199,female,Morgan Stanley,"('NLSN', '2018 q1')",0.015409623272716999
32672,VRSK,2018 q1,2020,0.7342340039161148,Ms. Toni M. Kaplan,0.4336992663612179,female,Morgan Stanley,"('VRSK', '2018 q1')",0.0
32673,CTAS,2018 q1,2020,0.6996458710121229,"Matthew J. Young, CFA, CFA",0.8006700996974061,male,"Morningstar, Inc.","('CTAS', '2018 q1')",0.0
32674,CTAS,2018 q1,2020,0.6996458710121229,Mr. Kevin McVeigh,0.9292886105728034,male,Deutsche Bank,"('CTAS', '2018 q1')",0.0
32675,EFX,2018 q1,2020,0.7650458501046306,Mr. Kevin McVeigh,0.9667593191942074,male,Deutsche Bank,"('EFX', '2018 q1')",0.0
32676,INFO,2018 q1,2020,0.6501802252370761,Mr. Kevin McVeigh,0.9319134501396455,male,Deutsche Bank,"('INFO', '2018 q1')",0.0
32677,NLSN,2018 q1,2020,0.8581140062925734,Mr. Kevin McVeigh,0.9355325548918784,male,Deutsche Bank,"('NLSN', '2018 q1')",0.0
32678,VRSK,2018 q1,2020,0.7342340039161148,Mr. Kevin McVeigh,0.9363966400675856,male,Deutsche Bank,"('VRSK', '2018 q1')",0.0
32679,CTAS,2018 q1,2020,0.6996458710121229,Matthew Miller,0.6326105234277318,male,CFRA Equity Research,"('CTAS', '2018 q1')",0.01033839862793684
32680,EFX,2018 q1,2020,0.7650458501046306,"Andrew W. Jeffrey, CFA",0.3590527404780778,male,SunTrust Robinson Humphrey Capital Markets,"('EFX', '2018 q1')",0.0
32681,INFO,2018 q1,2020,0.6501802252370761,"Andrew W. Jeffrey, CFA",0.2252914573887009,male,SunTrust Robinson Humphrey Capital Markets,"('INFO', '2018 q1')",0.0
32682,VRSK,2018 q1,2020,0.7342340039161148,"Andrew W. Jeffrey, CFA",0.4521545280845599,male,SunTrust Robinson Humphrey Capital Markets,"('VRSK', '2018 q1')",0.0
32683,EFX,2018 q1,2020,0.7650458501046306,Manav S. Patnaik,0.755618838603047,male,Barclays,"('EFX', '2018 q1')",0.0
32684,NLSN,2018 q1,2020,0.8581140062925734,Manav S. Patnaik,0.8596324458872725,male,Barclays,"('NLSN', '2018 q1')",0.0
32685,RHI,2018 q1,2020,0.4574995722733618,Manav S. Patnaik,0.379107219061758,male,Barclays,"('RHI', '2018 q1')",0.0
32686,EFX,2018 q1,2020,0.7650458501046306,Victor Ahluwalia,0.8729947215400818,male,CFRA Equity Research,"('EFX', '2018 q1')",0.0
32687,INFO,2018 q1,2020,0.6501802252370761,Victor Ahluwalia,0.9480014981337516,male,CFRA Equity Research,"('INFO', '2018 q1')",0.0
32688,NLSN,2018 q1,2020,0.8581140062925734,Victor Ahluwalia,0.9605006784314704,male,CFRA Equity Research,"('NLSN', '2018 q1')",0.0
32689,RHI,2018 q1,2020,0.4574995722733618,Victor Ahluwalia,0.7708517649356329,male,CFRA Equity Research,"('RHI', '2018 q1')",0.0
32690,VRSK,2018 q1,2020,0.7342340039161148,Victor Ahluwalia,0.9479717542455854,male,CFRA Equity Research,"('VRSK', '2018 q1')",0.0
32691,EFX,2018 q1,2020,0.7650458501046306,Mr. Georgios Mihalos,0.5390401889818672,male,Cowen and Company,"('EFX', '2018 q1')",0.0
32692,EFX,2018 q1,2020,0.7650458501046306,"Mr. David M. Togut, CFA",0.5320647548477123,male,EVERCORE ISI,"('EFX', '2018 q1')",0.0
32693,EFX,2018 q1,2020,0.7650458501046306,"Brett R. Huff, CFA",0.4035882572288015,male,Stephens Inc.,"('EFX', '2018 q1')",0.0
32694,EFX,2018 q1,2020,0.7650458501046306,Mr. Brett Horn,0.8007652013140846,male,"Morningstar, Inc.","('EFX', '2018 q1')",0.0
32695,INFO,2018 q1,2020,0.6501802252370761,Mr. David Ridley-Lane,0.2818903453612288,male,BofA Global Research,"('INFO', '2018 q1')",0.0
32696,VRSK,2018 q1,2020,0.7342340039161148,Mr. David Ridley-Lane,0.3823945753884813,male,BofA Global Research,"('VRSK', '2018 q1')",0.0
32697,INFO,2018 q1,2020,0.6501802252370761,"Mr Anjaneya K. Singh, CFA",0.351927335342532,male,Credit Suisse,"('INFO', '2018 q1')",0.0
32698,NLSN,2018 q1,2020,0.8581140062925734,"Mr Anjaneya K. Singh, CFA",0.6270756016689519,male,Credit Suisse,"('NLSN', '2018 q1')",0.027118472382426262
32699,VRSK,2018 q1,2020,0.7342340039161148,"Mr Anjaneya K. Singh, CFA",0.4763276290143451,male,Credit Suisse,"('VRSK', '2018 q1')",0.0
32700,INFO,2018 q1,2020,0.6501802252370761,"Timothy J. McHugh, CFA",0.2049244333140367,male,William Blair & Company,"('INFO', '2018 q1')",0.0
32701,INFO,2018 q1,2020,0.6501802252370761,"Peter P. Appert, CFA",0.196549397394148,male,Piper Sandler Companies,"('INFO', '2018 q1')",0.0
32702,INFO,2018 q1,2020,0.6501802252370761,SADIF Research,0.9931753532622,Not a person,Sadif Analytics Prime,"('INFO', '2018 q1')",0.9072942137718201
32703,J,2018 q1,2020,0.7271890371522632,SADIF Research,0.9699875289667154,Not a person,Sadif Analytics Prime,"('J', '2018 q1')",0.948677659034729
32704,RSG,2018 q1,2020,0.8186069475203981,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('RSG', '2018 q1')",0.9688594341278076
32705,VRSK,2018 q1,2020,0.7342340039161148,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VRSK', '2018 q1')",0.9785401225090027
32706,J,2018 q1,2020,0.7271890371522632,Ms. Jamie Cook,0.4125057519601771,female,Credit Suisse,"('J', '2018 q1')",0.0
32707,J,2018 q1,2020,0.7271890371522632,Elizabeth Vermillion,0.9058688331674324,female,CFRA Equity Research,"('J', '2018 q1')",0.0
32708,RSG,2018 q1,2020,0.8186069475203981,Elizabeth Vermillion,0.8135150027483016,female,CFRA Equity Research,"('RSG', '2018 q1')",0.0
32709,WM,2018 q1,2020,0.7450386605531385,Elizabeth Vermillion,0.8425659616296667,female,CFRA Equity Research,"('WM', '2018 q1')",0.0
32710,J,2018 q1,2020,0.7271890371522632,Chad Dillard,0.6932636743583978,male,Deutsche Bank,"('J', '2018 q1')",0.0
32711,J,2018 q1,2020,0.7271890371522632,Anna Kaminskaya,0.4529809429787296,female,BofA Global Research,"('J', '2018 q1')",0.02401638776063919
32712,J,2018 q1,2020,0.7271890371522632,Mr. Daniel Scott,0.4600108683927576,male,MKM Partners,"('J', '2018 q1')",0.05217387713491917
32713,J,2018 q1,2020,0.7271890371522632,Mr. Adam Seiden,0.4837291669768869,male,Barclays,"('J', '2018 q1')",0.0
32714,J,2018 q1,2020,0.7271890371522632,"Mr. Seth R. Rosenfeld, CFA",0.4991304430377754,male,Jefferies,"('J', '2018 q1')",0.0
32715,LDOS,2018 q1,2020,0.5136893948439577,David Holt,0.820241386305945,male,CFRA Equity Research,"('LDOS', '2018 q1')",0.0
32716,LDOS,2018 q1,2020,0.5136893948439577,Sheila Kahyaoglu,0.3382484441671477,female,Jefferies,"('LDOS', '2018 q1')",0.0
32717,LDOS,2018 q1,2020,0.5136893948439577,Mr. Tobey O. Sommer,0.3332434618280008,male,SunTrust Robinson Humphrey Capital Markets,"('LDOS', '2018 q1')",0.0
32718,RHI,2018 q1,2020,0.4574995722733618,Mr. Tobey O. Sommer,0.2814025767453388,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2018 q1')",0.0
32719,LDOS,2018 q1,2020,0.5136893948439577,"Edward S. Caso, Jr",0.3820308865389045,male,"Wells Fargo Securities, LLC","('LDOS', '2018 q1')",0.0
32720,LDOS,2018 q1,2020,0.5136893948439577,Mr. Robert M. Spingarn,0.3097122556485293,male,Credit Suisse,"('LDOS', '2018 q1')",0.0
32721,NLSN,2018 q1,2020,0.8581140062925734,"Mr. Matthew C. Thornton, CFA",0.6006395600362077,male,SunTrust Robinson Humphrey Capital Markets,"('NLSN', '2018 q1')",0.02904236689209938
32722,RSG,2018 q1,2020,0.8186069475203981,Michael Feniger,0.7555749575671616,male,BofA Global Research,"('RSG', '2018 q1')",0.0
32723,WM,2018 q1,2020,0.7450386605531385,Michael Feniger,0.6827482466570282,male,BofA Global Research,"('WM', '2018 q1')",0.0
32724,RSG,2018 q1,2020,0.8186069475203981,Mr. Keith Schoonmaker,0.5964737167874697,male,"Morningstar, Inc.","('RSG', '2018 q1')",0.0
32725,WM,2018 q1,2020,0.7450386605531385,Mr. Keith Schoonmaker,0.5701829204352268,male,"Morningstar, Inc.","('WM', '2018 q1')",0.0
32726,RSG,2018 q1,2020,0.8186069475203981,Mr. Andrew E. Buscaglia,0.6533950161253668,male,Credit Suisse,"('RSG', '2018 q1')",0.0
32727,WM,2018 q1,2020,0.7450386605531385,Mr. Andrew E. Buscaglia,0.7190012242329309,male,Credit Suisse,"('WM', '2018 q1')",0.0
32728,RSG,2018 q1,2020,0.8186069475203981,Ms. Barbara Noverini,0.604104057127694,female,"Morningstar, Inc.","('RSG', '2018 q1')",0.0
32729,WM,2018 q1,2020,0.7450386605531385,Ms. Barbara Noverini,0.5582406577357694,female,"Morningstar, Inc.","('WM', '2018 q1')",0.0
32730,RSG,2018 q1,2020,0.8186069475203981,Mr. Luis J. Amadeo,0.7055032580557565,male,"Oppenheimer & Co., Inc.","('RSG', '2018 q1')",0.0
32731,WM,2018 q1,2020,0.7450386605531385,Mr. Luis J. Amadeo,0.5807252559721228,male,"Oppenheimer & Co., Inc.","('WM', '2018 q1')",0.0
32732,CPRT,2018 q2,2020,0.5236910741921814,Gary Prestopino,0.9509162444431002,male,Barrington Research Associates,"('CPRT', '2018 q2')",0.0
32733,CPRT,2018 q2,2020,0.5236910741921814,Mr. Ali-Ahmad Faghri,0.2819210885224429,male,Guggenheim Securities LLC,"('CPRT', '2018 q2')",0.010251566767692566
32734,CPRT,2018 q2,2020,0.5236910741921814,Mr. John Healy,0.3005165951895042,male,Northcoast Research,"('CPRT', '2018 q2')",0.0
32735,RHI,2018 q2,2020,0.5140626835512954,Mr. John Healy,0.4217372155085801,male,Northcoast Research,"('RHI', '2018 q2')",0.0
32736,CPRT,2018 q2,2020,0.5236910741921814,"Mr. Bret D. Jordan, CFA, CFA",0.2707781827654897,male,Jefferies,"('CPRT', '2018 q2')",0.0
32737,CPRT,2018 q2,2020,0.5236910741921814,Mr. Ben Bienvenu,0.442439683548627,male,Stephens Inc.,"('CPRT', '2018 q2')",0.0
32738,CPRT,2018 q2,2020,0.5236910741921814,Ms. Stephanie Benjamin,0.2650991091834497,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2018 q2')",0.007999688386917114
32739,CPRT,2018 q2,2020,0.5236910741921814,"Chris Bottiglieri, CPA",0.3753156526804786,male,Wolfe Research,"('CPRT', '2018 q2')",0.0
32740,CTAS,2018 q2,2020,0.0,"Elliott L. Schlang, CFA",,male,Great Lakes/Wellington Shields,"('CTAS', '2018 q2')",0.0
32741,EFX,2018 q2,2020,0.877819630657086,Victor Ahluwalia,0.8459569205548629,male,CFRA Equity Research,"('EFX', '2018 q2')",0.0
32742,INFO,2018 q2,2020,0.5856748088859636,Victor Ahluwalia,0.659971822084,male,CFRA Equity Research,"('INFO', '2018 q2')",0.0
32743,NLSN,2018 q2,2020,0.8583494892210464,Victor Ahluwalia,0.9347702237794028,male,CFRA Equity Research,"('NLSN', '2018 q2')",0.0
32744,RHI,2018 q2,2020,0.5140626835512954,Victor Ahluwalia,0.691508388656661,male,CFRA Equity Research,"('RHI', '2018 q2')",0.0
32745,VRSK,2018 q2,2020,0.7339567509447434,Victor Ahluwalia,0.9597250995877562,male,CFRA Equity Research,"('VRSK', '2018 q2')",0.0
32746,EFX,2018 q2,2020,0.877819630657086,"Brett R. Huff, CFA",0.8306512570244632,male,Stephens Inc.,"('EFX', '2018 q2')",0.0
32747,EFX,2018 q2,2020,0.877819630657086,SADIF Research,0.988119976269124,Not a person,Sadif Analytics Prime,"('EFX', '2018 q2')",0.943047046661377
32748,LDOS,2018 q2,2020,0.670116726271784,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LDOS', '2018 q2')",0.9780644178390503
32749,NLSN,2018 q2,2020,0.8583494892210464,SADIF Research,0.9471732500782808,Not a person,Sadif Analytics Prime,"('NLSN', '2018 q2')",0.9641863703727722
32750,ROL,2018 q2,2020,1.0,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ROL', '2018 q2')",0.9783865809440613
32751,VRSK,2018 q2,2020,0.7339567509447434,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VRSK', '2018 q2')",0.9598208069801331
32752,EFX,2018 q2,2020,0.877819630657086,Mr. David Ridley-Lane,0.7303408044730004,male,BofA Global Research,"('EFX', '2018 q2')",0.0
32753,INFO,2018 q2,2020,0.5856748088859636,Mr. David Ridley-Lane,0.4709304846180493,male,BofA Global Research,"('INFO', '2018 q2')",0.0
32754,VRSK,2018 q2,2020,0.7339567509447434,Mr. David Ridley-Lane,0.4416666149152183,male,BofA Global Research,"('VRSK', '2018 q2')",0.0
32755,INFO,2018 q2,2020,0.5856748088859636,"Peter P. Appert, CFA",0.3728678722082517,male,Piper Sandler Companies,"('INFO', '2018 q2')",0.0
32756,INFO,2018 q2,2020,0.5856748088859636,David Holt,0.656472653116714,male,CFRA Equity Research,"('INFO', '2018 q2')",0.0
32757,LDOS,2018 q2,2020,0.670116726271784,David Holt,0.8257617190305713,male,CFRA Equity Research,"('LDOS', '2018 q2')",0.0
32758,INFO,2018 q2,2020,0.5856748088859636,"Andrew W. Jeffrey, CFA",0.3329104912518441,male,SunTrust Robinson Humphrey Capital Markets,"('INFO', '2018 q2')",0.0
32759,INFO,2018 q2,2020,0.5856748088859636,Ms. Toni M. Kaplan,0.4078334983644057,female,Morgan Stanley,"('INFO', '2018 q2')",0.0
32760,NLSN,2018 q2,2020,0.8583494892210464,Ms. Toni M. Kaplan,0.6929673350878011,female,Morgan Stanley,"('NLSN', '2018 q2')",0.01574488915503025
32761,J,2018 q2,2020,0.5958004845144822,"Mr. Seth R. Rosenfeld, CFA",0.4209479489418979,male,Jefferies,"('J', '2018 q2')",0.0
32762,J,2018 q2,2020,0.5958004845144822,Anna Kaminskaya,0.3669010250573232,female,BofA Global Research,"('J', '2018 q2')",0.021892687305808067
32763,J,2018 q2,2020,0.5958004845144822,Mr. Daniel Scott,0.4565128692461771,male,MKM Partners,"('J', '2018 q2')",0.026221780106425285
32764,J,2018 q2,2020,0.5958004845144822,Elizabeth Vermillion,0.90974516046375,female,CFRA Equity Research,"('J', '2018 q2')",0.0
32765,RSG,2018 q2,2020,0.852259323529231,Elizabeth Vermillion,0.8492072979259789,female,CFRA Equity Research,"('RSG', '2018 q2')",0.0
32766,WM,2018 q2,2020,0.672261130396403,Elizabeth Vermillion,0.8343040429740469,female,CFRA Equity Research,"('WM', '2018 q2')",0.0
32767,J,2018 q2,2020,0.5958004845144822,Ms. Jamie Cook,0.4333667020213412,female,Credit Suisse,"('J', '2018 q2')",0.0
32768,J,2018 q2,2020,0.5958004845144822,Mr. Adam Seiden,0.4087267197239238,male,Barclays,"('J', '2018 q2')",0.0
32769,LDOS,2018 q2,2020,0.670116726271784,Mr. Robert M. Spingarn,0.3558649000467119,male,Credit Suisse,"('LDOS', '2018 q2')",0.0
32770,LDOS,2018 q2,2020,0.670116726271784,"Edward S. Caso, Jr",0.4834543613363094,male,"Wells Fargo Securities, LLC","('LDOS', '2018 q2')",0.0
32771,LDOS,2018 q2,2020,0.670116726271784,Sheila Kahyaoglu,0.3826704474027118,female,Jefferies,"('LDOS', '2018 q2')",0.0
32772,LDOS,2018 q2,2020,0.670116726271784,"Mr. Cai Von Rumohr, CFA",0.4009179013473646,male,Cowen and Company,"('LDOS', '2018 q2')",0.0
32773,NLSN,2018 q2,2020,0.8583494892210464,"Mr. Brian W. Wieser, CFA",0.7412006457986953,male,Pivotal Research Group,"('NLSN', '2018 q2')",0.05496864765882492
32774,NLSN,2018 q2,2020,0.8583494892210464,Manav S. Patnaik,0.7369945119150809,male,Barclays,"('NLSN', '2018 q2')",0.0
32775,RHI,2018 q2,2020,0.5140626835512954,Mr. Tobey O. Sommer,0.3319517242264054,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2018 q2')",0.0
32776,ROL,2018 q2,2020,1.0,Mr. Tim Mulrooney,1.0,male,William Blair & Company,"('ROL', '2018 q2')",0.0
32777,RSG,2018 q2,2020,0.852259323529231,"Matthew J. Young, CFA, CFA",0.8290457217008879,male,"Morningstar, Inc.","('RSG', '2018 q2')",0.0
32778,WM,2018 q2,2020,0.672261130396403,"Matthew J. Young, CFA, CFA",0.437468533274218,male,"Morningstar, Inc.","('WM', '2018 q2')",0.011111111690600714
32779,RSG,2018 q2,2020,0.852259323529231,Mr. Luis J. Amadeo,0.8311565492130887,male,"Oppenheimer & Co., Inc.","('RSG', '2018 q2')",0.0
32780,WM,2018 q2,2020,0.672261130396403,Mr. Luis J. Amadeo,0.7296039137545398,male,"Oppenheimer & Co., Inc.","('WM', '2018 q2')",0.0
32781,VRSK,2018 q2,2020,0.7339567509447434,"Timothy J. McHugh, CFA",0.4303500889152133,male,William Blair & Company,"('VRSK', '2018 q2')",0.0
32782,VRSK,2018 q2,2020,0.7339567509447434,"Mr. David M. Togut, CFA",0.4611142532592344,male,EVERCORE ISI,"('VRSK', '2018 q2')",0.0
32783,WM,2018 q2,2020,0.672261130396403,Mr. Keith Schoonmaker,0.4622099473692223,male,"Morningstar, Inc.","('WM', '2018 q2')",0.0
32784,CPRT,2018 q3,2020,0.2434985932179594,Mr. John Healy,0.150043055183371,male,Northcoast Research,"('CPRT', '2018 q3')",0.0
32785,CTAS,2018 q3,2020,0.5390193551349476,Mr. John Healy,0.237823496438125,male,Northcoast Research,"('CTAS', '2018 q3')",0.025595981627702713
32786,RHI,2018 q3,2020,0.7415080484859826,Mr. John Healy,0.5672036997037064,male,Northcoast Research,"('RHI', '2018 q3')",0.0
32787,CPRT,2018 q3,2020,0.2434985932179594,Ms. Stephanie Benjamin,0.0894690022189669,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2018 q3')",0.01962815411388874
32788,CPRT,2018 q3,2020,0.2434985932179594,Mr. Ben Bienvenu,0.2736802376986332,male,Stephens Inc.,"('CPRT', '2018 q3')",0.0
32789,CPRT,2018 q3,2020,0.2434985932179594,"Mr. Bret D. Jordan, CFA, CFA",0.2304548111473155,male,Jefferies,"('CPRT', '2018 q3')",0.0
32790,CPRT,2018 q3,2020,0.2434985932179594,Mr. Ali-Ahmad Faghri,0.1552596411823285,male,Guggenheim Securities LLC,"('CPRT', '2018 q3')",0.0
32791,CPRT,2018 q3,2020,0.2434985932179594,"Chris Bottiglieri, CPA",0.2298039331881677,male,Wolfe Research,"('CPRT', '2018 q3')",0.0
32792,CTAS,2018 q3,2020,0.5390193551349476,Ms. Toni M. Kaplan,0.3612388442123208,female,Morgan Stanley,"('CTAS', '2018 q3')",0.024187292903661728
32793,EFX,2018 q3,2020,0.7618569672214415,Ms. Toni M. Kaplan,0.4882384032199812,female,Morgan Stanley,"('EFX', '2018 q3')",0.0
32794,NLSN,2018 q3,2020,0.7062487423002188,Ms. Toni M. Kaplan,0.7378630508387605,female,Morgan Stanley,"('NLSN', '2018 q3')",0.0
32795,VRSK,2018 q3,2020,0.5705038324538896,Ms. Toni M. Kaplan,0.4890055971972973,female,Morgan Stanley,"('VRSK', '2018 q3')",0.0
32796,CTAS,2018 q3,2020,0.5390193551349476,Matthew Miller,0.8332762515549229,male,CFRA Equity Research,"('CTAS', '2018 q3')",0.012542938068509101
32797,RHI,2018 q3,2020,0.7415080484859826,Matthew Miller,0.7066047967571039,male,CFRA Equity Research,"('RHI', '2018 q3')",0.0
32798,CTAS,2018 q3,2020,0.5390193551349476,"Matthew J. Young, CFA, CFA",0.8423941130002648,male,"Morningstar, Inc.","('CTAS', '2018 q3')",0.0
32799,RSG,2018 q3,2020,0.8629169643644066,"Matthew J. Young, CFA, CFA",0.790316188322278,male,"Morningstar, Inc.","('RSG', '2018 q3')",0.0
32800,WM,2018 q3,2020,0.8523564858036132,"Matthew J. Young, CFA, CFA",0.781817214855165,male,"Morningstar, Inc.","('WM', '2018 q3')",0.0
32801,CTAS,2018 q3,2020,0.5390193551349476,"Elliott L. Schlang, CFA",0.2294602282646002,male,Great Lakes/Wellington Shields,"('CTAS', '2018 q3')",0.011701095849275589
32802,CTAS,2018 q3,2020,0.5390193551349476,Mr. Tim Mulrooney,0.2544766041526751,male,William Blair & Company,"('CTAS', '2018 q3')",0.01933223567903042
32803,ROL,2018 q3,2020,0.3698592969894548,Mr. Tim Mulrooney,0.3698592969894548,male,William Blair & Company,"('ROL', '2018 q3')",0.0
32804,CTAS,2018 q3,2020,0.5390193551349476,Mr. Scott Schneeberger,0.2248465115093297,male,"Oppenheimer & Co., Inc.","('CTAS', '2018 q3')",0.04409964755177498
32805,EFX,2018 q3,2020,0.7618569672214415,Mr. Georgios Mihalos,0.6611967071075792,male,Cowen and Company,"('EFX', '2018 q3')",0.0
32806,EFX,2018 q3,2020,0.7618569672214415,Mr. Scott H. Kessler,0.8415075208599996,male,CFRA Equity Research,"('EFX', '2018 q3')",0.0
32807,NLSN,2018 q3,2020,0.7062487423002188,Mr. Scott H. Kessler,0.9036440021309324,male,CFRA Equity Research,"('NLSN', '2018 q3')",0.0
32808,EFX,2018 q3,2020,0.7618569672214415,"Mr. David M. Togut, CFA",0.5953573760318192,male,EVERCORE ISI,"('EFX', '2018 q3')",0.0
32809,VRSK,2018 q3,2020,0.5705038324538896,"Mr. David M. Togut, CFA",0.3189814304964502,male,EVERCORE ISI,"('VRSK', '2018 q3')",0.0
32810,EFX,2018 q3,2020,0.7618569672214415,SADIF Research,0.9830128131504492,Not a person,Sadif Analytics Prime,"('EFX', '2018 q3')",0.9447088837623596
32811,J,2018 q3,2020,0.7446849148491681,SADIF Research,0.9891822440724664,Not a person,Sadif Analytics Prime,"('J', '2018 q3')",0.9470813274383545
32812,RHI,2018 q3,2020,0.7415080484859826,SADIF Research,0.9428809250491595,Not a person,Sadif Analytics Prime,"('RHI', '2018 q3')",0.899465024471283
32813,RSG,2018 q3,2020,0.8629169643644066,SADIF Research,0.9592509262981104,Not a person,Sadif Analytics Prime,"('RSG', '2018 q3')",0.9688819050788879
32814,WM,2018 q3,2020,0.8523564858036132,SADIF Research,0.9992023194384672,Not a person,Sadif Analytics Prime,"('WM', '2018 q3')",0.9470674395561218
32815,EFX,2018 q3,2020,0.7618569672214415,"Brett R. Huff, CFA",0.5017555171170516,male,Stephens Inc.,"('EFX', '2018 q3')",0.0
32816,INFO,2018 q3,2020,0.649273260449312,"Peter P. Appert, CFA",0.4006482114156567,male,Piper Sandler Companies,"('INFO', '2018 q3')",0.0
32817,INFO,2018 q3,2020,0.649273260449312,"Andrew W. Jeffrey, CFA",0.3555229823567095,male,SunTrust Robinson Humphrey Capital Markets,"('INFO', '2018 q3')",0.0
32818,VRSK,2018 q3,2020,0.5705038324538896,"Andrew W. Jeffrey, CFA",0.4070190214070935,male,SunTrust Robinson Humphrey Capital Markets,"('VRSK', '2018 q3')",0.0
32819,INFO,2018 q3,2020,0.649273260449312,Zain Akbari,0.9154568511069558,male,"Morningstar, Inc.","('INFO', '2018 q3')",0.01666666753590107
32820,INFO,2018 q3,2020,0.649273260449312,David Holt,0.8532272960142929,male,CFRA Equity Research,"('INFO', '2018 q3')",0.0
32821,LDOS,2018 q3,2020,0.670704737757326,David Holt,0.7351237494937612,male,CFRA Equity Research,"('LDOS', '2018 q3')",0.013320249194900194
32822,VRSK,2018 q3,2020,0.5705038324538896,David Holt,0.9297715817397209,male,CFRA Equity Research,"('VRSK', '2018 q3')",0.0
32823,INFO,2018 q3,2020,0.649273260449312,Mr. David Ridley-Lane,0.4197662230136058,male,BofA Global Research,"('INFO', '2018 q3')",0.02295374497771263
32824,VRSK,2018 q3,2020,0.5705038324538896,Mr. David Ridley-Lane,0.3264735618198758,male,BofA Global Research,"('VRSK', '2018 q3')",0.0
32825,INFO,2018 q3,2020,0.649273260449312,"Timothy J. McHugh, CFA",0.3709590163875891,male,William Blair & Company,"('INFO', '2018 q3')",0.0
32826,VRSK,2018 q3,2020,0.5705038324538896,"Timothy J. McHugh, CFA",0.3742722175982659,male,William Blair & Company,"('VRSK', '2018 q3')",0.0
32827,J,2018 q3,2020,0.7446849148491681,Anna Kaminskaya,0.4394251762889834,female,BofA Global Research,"('J', '2018 q3')",0.005638302303850651
32828,J,2018 q3,2020,0.7446849148491681,Mr. Daniel Scott,0.466894740009836,male,MKM Partners,"('J', '2018 q3')",0.006284353323280811
32829,J,2018 q3,2020,0.7446849148491681,Mr. Adam Seiden,0.5101420839714502,male,Barclays,"('J', '2018 q3')",0.0
32830,J,2018 q3,2020,0.7446849148491681,Elizabeth Vermillion,0.9045750859884146,female,CFRA Equity Research,"('J', '2018 q3')",0.0
32831,RSG,2018 q3,2020,0.8629169643644066,Elizabeth Vermillion,0.8328106178107879,female,CFRA Equity Research,"('RSG', '2018 q3')",0.0
32832,WM,2018 q3,2020,0.8523564858036132,Elizabeth Vermillion,0.8270720498616639,female,CFRA Equity Research,"('WM', '2018 q3')",0.0
32833,J,2018 q3,2020,0.7446849148491681,Ms. Jamie Cook,0.3962180809280278,female,Credit Suisse,"('J', '2018 q3')",0.0
32834,J,2018 q3,2020,0.7446849148491681,"Mr. Seth R. Rosenfeld, CFA",0.4107401389230579,male,Jefferies,"('J', '2018 q3')",0.0
32835,J,2018 q3,2020,0.7446849148491681,Chad Dillard,0.9091528601849888,male,Deutsche Bank,"('J', '2018 q3')",0.0
32836,LDOS,2018 q3,2020,0.670704737757326,Acquisdata Research Team,0.6739676692969965,Not a person,Acquisdata,"('LDOS', '2018 q3')",0.03333333507180214
32837,LDOS,2018 q3,2020,0.670704737757326,Mr. Robert M. Spingarn,0.4458425266902622,male,Credit Suisse,"('LDOS', '2018 q3')",0.0
32838,LDOS,2018 q3,2020,0.670704737757326,Mr. Tobey O. Sommer,0.552027520190064,male,SunTrust Robinson Humphrey Capital Markets,"('LDOS', '2018 q3')",0.033836874179542065
32839,RHI,2018 q3,2020,0.7415080484859826,Mr. Tobey O. Sommer,0.4414640249532078,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2018 q3')",0.0
32840,LDOS,2018 q3,2020,0.670704737757326,"Edward S. Caso, Jr",0.5830791889468921,male,"Wells Fargo Securities, LLC","('LDOS', '2018 q3')",0.0
32841,NLSN,2018 q3,2020,0.7062487423002188,"Mr. Matthew C. Thornton, CFA",0.5101062501506815,male,SunTrust Robinson Humphrey Capital Markets,"('NLSN', '2018 q3')",0.017370738089084625
32842,NLSN,2018 q3,2020,0.7062487423002188,"Mr. Brian W. Wieser, CFA",0.5885768319769709,male,Pivotal Research Group,"('NLSN', '2018 q3')",0.030819613486528397
32843,NLSN,2018 q3,2020,0.7062487423002188,"Surinder Thind, CFA",0.5469149477570344,male,Jefferies,"('NLSN', '2018 q3')",0.029409093782305717
32844,NLSN,2018 q3,2020,0.7062487423002188,Manav S. Patnaik,0.4203836005233516,male,Barclays,"('NLSN', '2018 q3')",0.04824516177177429
32845,RHI,2018 q3,2020,0.7415080484859826,Mr. Keith Schoonmaker,0.7084123360866464,male,"Morningstar, Inc.","('RHI', '2018 q3')",0.0
32846,ROL,2018 q3,2020,0.3698592969894548,Mr. Paul Fanelli,0.3698592969894548,male,Gabelli & Company,"('ROL', '2018 q3')",0.0
32847,RSG,2018 q3,2020,0.8629169643644066,Michael Feniger,0.7040498871775449,male,BofA Global Research,"('RSG', '2018 q3')",0.03333333507180214
32848,WM,2018 q3,2020,0.8523564858036132,Michael Feniger,0.7304648997511503,male,BofA Global Research,"('WM', '2018 q3')",0.0
32849,RSG,2018 q3,2020,0.8629169643644066,Mr. Luis J. Amadeo,0.805879231143198,male,"Oppenheimer & Co., Inc.","('RSG', '2018 q3')",0.0
32850,WM,2018 q3,2020,0.8523564858036132,Mr. Luis J. Amadeo,0.6856389307798435,male,"Oppenheimer & Co., Inc.","('WM', '2018 q3')",0.0
32851,CPRT,2018 q4,2020,0.6022441599567714,"Mr. Bret D. Jordan, CFA, CFA",0.4131604601490498,male,Jefferies,"('CPRT', '2018 q4')",0.0
32852,CPRT,2018 q4,2020,0.6022441599567714,Gary Prestopino,0.8516566313864739,male,Barrington Research Associates,"('CPRT', '2018 q4')",0.0
32853,CPRT,2018 q4,2020,0.6022441599567714,Mr. John Healy,0.3315956722432732,male,Northcoast Research,"('CPRT', '2018 q4')",0.01331512350589037
32854,RHI,2018 q4,2020,0.8141100939133811,Mr. John Healy,0.5399129962168242,male,Northcoast Research,"('RHI', '2018 q4')",0.0
32855,CPRT,2018 q4,2020,0.6022441599567714,"Chris Bottiglieri, CPA",0.3750074784497365,male,Wolfe Research,"('CPRT', '2018 q4')",0.0
32856,CPRT,2018 q4,2020,0.6022441599567714,Ms. Stephanie Benjamin,0.3549686376662153,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2018 q4')",0.03343630209565163
32857,CPRT,2018 q4,2020,0.6022441599567714,Garrett Nelson,0.6260151709039508,male,CFRA Equity Research,"('CPRT', '2018 q4')",0.0
32858,CPRT,2018 q4,2020,0.6022441599567714,Mr. Ali-Ahmad Faghri,0.4762021085854978,male,Guggenheim Securities LLC,"('CPRT', '2018 q4')",0.0
32859,CTAS,2018 q4,2020,0.7278786089554422,Ms. Toni M. Kaplan,0.4422871917724575,female,Morgan Stanley,"('CTAS', '2018 q4')",0.06200883910059929
32860,EFX,2018 q4,2020,0.7550436863149851,Ms. Toni M. Kaplan,0.3922588738285256,female,Morgan Stanley,"('EFX', '2018 q4')",0.0
32861,INFO,2018 q4,2020,0.7934038200549184,Ms. Toni M. Kaplan,0.6071870653187259,female,Morgan Stanley,"('INFO', '2018 q4')",0.018380286172032356
32862,VRSK,2018 q4,2020,0.7481024922277151,Ms. Toni M. Kaplan,0.487815600905355,female,Morgan Stanley,"('VRSK', '2018 q4')",0.0
32863,CTAS,2018 q4,2020,0.7278786089554422,"Elliott L. Schlang, CFA",0.4795587713105184,male,Great Lakes/Wellington Shields,"('CTAS', '2018 q4')",0.0
32864,CTAS,2018 q4,2020,0.7278786089554422,"Matthew J. Young, CFA, CFA",0.8001844147692984,male,"Morningstar, Inc.","('CTAS', '2018 q4')",0.01666666753590107
32865,RSG,2018 q4,2020,0.9152906962339972,"Matthew J. Young, CFA, CFA",0.8570597931171756,male,"Morningstar, Inc.","('RSG', '2018 q4')",0.0
32866,WM,2018 q4,2020,0.8643468169929058,"Matthew J. Young, CFA, CFA",0.820209335760204,male,"Morningstar, Inc.","('WM', '2018 q4')",0.0
32867,CTAS,2018 q4,2020,0.7278786089554422,"Mr. Gary E. Bisbee, CFA",0.6041465368184245,male,BofA Global Research,"('CTAS', '2018 q4')",0.03333333507180214
32868,EFX,2018 q4,2020,0.7550436863149851,"Mr. Gary E. Bisbee, CFA",0.3682638259907473,male,BofA Global Research,"('EFX', '2018 q4')",0.006617032922804356
32869,INFO,2018 q4,2020,0.7934038200549184,"Mr. Gary E. Bisbee, CFA",0.4062069406968608,male,BofA Global Research,"('INFO', '2018 q4')",0.0
32870,RHI,2018 q4,2020,0.8141100939133811,"Mr. Gary E. Bisbee, CFA",0.5667807211947562,male,BofA Global Research,"('RHI', '2018 q4')",0.026852894574403763
32871,VRSK,2018 q4,2020,0.7481024922277151,"Mr. Gary E. Bisbee, CFA",0.469760789524458,male,BofA Global Research,"('VRSK', '2018 q4')",0.0
32872,CTAS,2018 q4,2020,0.7278786089554422,Matthew Miller,0.7841924817336616,male,CFRA Equity Research,"('CTAS', '2018 q4')",0.012900447472929955
32873,RHI,2018 q4,2020,0.8141100939133811,Matthew Miller,0.8114928172096423,male,CFRA Equity Research,"('RHI', '2018 q4')",0.0
32874,CTAS,2018 q4,2020,0.7278786089554422,Mr. Seth Weber,0.3744342470410434,male,RBC Capital Markets,"('CTAS', '2018 q4')",0.026391892228275537
32875,CTAS,2018 q4,2020,0.7278786089554422,Kevin D. McVeigh,0.4869862655548718,male,Credit Suisse,"('CTAS', '2018 q4')",0.015124162659049034
32876,CTAS,2018 q4,2020,0.7278786089554422,SADIF Research,0.9221429804030362,Not a person,Sadif Analytics Prime,"('CTAS', '2018 q4')",0.9432640671730042
32877,INFO,2018 q4,2020,0.7934038200549184,SADIF Research,0.9824142237644936,Not a person,Sadif Analytics Prime,"('INFO', '2018 q4')",0.9073259234428406
32878,J,2018 q4,2020,0.8107793090708851,SADIF Research,0.990360952306138,Not a person,Sadif Analytics Prime,"('J', '2018 q4')",0.9317409992218018
32879,LDOS,2018 q4,2020,0.7905415328262387,SADIF Research,0.991773468615972,Not a person,Sadif Analytics Prime,"('LDOS', '2018 q4')",0.9782264828681946
32880,RHI,2018 q4,2020,0.8141100939133811,SADIF Research,0.9459757853559037,Not a person,Sadif Analytics Prime,"('RHI', '2018 q4')",0.8995110392570496
32881,RSG,2018 q4,2020,0.9152906962339972,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('RSG', '2018 q4')",0.9688727855682373
32882,VRSK,2018 q4,2020,0.7481024922277151,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VRSK', '2018 q4')",0.9783033132553101
32883,WM,2018 q4,2020,0.8643468169929058,SADIF Research,0.9557649849602986,Not a person,Sadif Analytics Prime,"('WM', '2018 q4')",0.9465516209602356
32884,EFX,2018 q4,2020,0.7550436863149851,Manav S. Patnaik,0.7151301296071804,male,Barclays,"('EFX', '2018 q4')",0.0
32885,EFX,2018 q4,2020,0.7550436863149851,Mr. James C. West,0.73535103517111,male,EVERCORE ISI,"('EFX', '2018 q4')",0.0
32886,EFX,2018 q4,2020,0.7550436863149851,Mr. Brett Horn,0.7420296746167743,male,"Morningstar, Inc.","('EFX', '2018 q4')",0.01666666753590107
32887,EFX,2018 q4,2020,0.7550436863149851,Mr. Scott H. Kessler,0.6950942959192016,male,CFRA Equity Research,"('EFX', '2018 q4')",0.0
32888,NLSN,2018 q4,2020,0.6158082683124715,Mr. Scott H. Kessler,0.3963166540130085,male,CFRA Equity Research,"('NLSN', '2018 q4')",0.0
32889,EFX,2018 q4,2020,0.7550436863149851,Mr. Ashish Sabadra,0.8571003797298081,male,Deutsche Bank,"('EFX', '2018 q4')",0.0
32890,INFO,2018 q4,2020,0.7934038200549184,Mr. Ashish Sabadra,0.5892328161075314,male,Deutsche Bank,"('INFO', '2018 q4')",0.0
32891,EFX,2018 q4,2020,0.7550436863149851,"Brett R. Huff, CFA",0.4578514651922907,male,Stephens Inc.,"('EFX', '2018 q4')",0.0
32892,EFX,2018 q4,2020,0.7550436863149851,"Mr. David M. Togut, CFA",0.4802310602811932,male,EVERCORE ISI,"('EFX', '2018 q4')",0.0
32893,VRSK,2018 q4,2020,0.7481024922277151,"Mr. David M. Togut, CFA",0.6943023429545232,male,EVERCORE ISI,"('VRSK', '2018 q4')",0.0
32894,EFX,2018 q4,2020,0.7550436863149851,Colin Scarola,0.6892952890589132,male,CFRA Equity Research,"('EFX', '2018 q4')",0.0
32895,NLSN,2018 q4,2020,0.6158082683124715,Colin Scarola,0.3973365632903919,male,CFRA Equity Research,"('NLSN', '2018 q4')",0.0
32896,VRSK,2018 q4,2020,0.7481024922277151,Colin Scarola,0.6698510155453632,male,CFRA Equity Research,"('VRSK', '2018 q4')",0.0
32897,EFX,2018 q4,2020,0.7550436863149851,Mr. Georgios Mihalos,0.7461957652214438,male,Cowen and Company,"('EFX', '2018 q4')",0.0
32898,EFX,2018 q4,2020,0.7550436863149851,"Andrew W. Jeffrey, CFA",0.3861392332373969,male,SunTrust Robinson Humphrey Capital Markets,"('EFX', '2018 q4')",0.0
32899,VRSK,2018 q4,2020,0.7481024922277151,"Andrew W. Jeffrey, CFA",0.519096976596559,male,SunTrust Robinson Humphrey Capital Markets,"('VRSK', '2018 q4')",0.0
32900,INFO,2018 q4,2020,0.7934038200549184,"Peter P. Appert, CFA",0.6323993746098496,male,Piper Sandler Companies,"('INFO', '2018 q4')",0.0
32901,INFO,2018 q4,2020,0.7934038200549184,David Holt,0.8587264382094286,male,CFRA Equity Research,"('INFO', '2018 q4')",0.0
32902,LDOS,2018 q4,2020,0.7905415328262387,David Holt,0.8410372681537068,male,CFRA Equity Research,"('LDOS', '2018 q4')",0.013903499115258455
32903,VRSK,2018 q4,2020,0.7481024922277151,David Holt,0.6632116842973994,male,CFRA Equity Research,"('VRSK', '2018 q4')",0.0
32904,INFO,2018 q4,2020,0.7934038200549184,Zain Akbari,0.8385874281906409,male,"Morningstar, Inc.","('INFO', '2018 q4')",0.0
32905,J,2018 q4,2020,0.8107793090708851,Ms. Jamie Cook,0.5455466605577713,female,Credit Suisse,"('J', '2018 q4')",0.0
32906,J,2018 q4,2020,0.8107793090708851,Mr. Keith Schoonmaker,0.9102794868820724,male,"Morningstar, Inc.","('J', '2018 q4')",0.011111111690600714
32907,RHI,2018 q4,2020,0.8141100939133811,Mr. Keith Schoonmaker,0.909015311190078,male,"Morningstar, Inc.","('RHI', '2018 q4')",0.0
32908,J,2018 q4,2020,0.8107793090708851,Elizabeth Vermillion,0.9207872470856938,female,CFRA Equity Research,"('J', '2018 q4')",0.0
32909,ROL,2018 q4,2020,0.9611371824883516,Elizabeth Vermillion,0.9611371824883516,female,CFRA Equity Research,"('ROL', '2018 q4')",0.0
32910,RSG,2018 q4,2020,0.9152906962339972,Elizabeth Vermillion,0.8608495836247277,female,CFRA Equity Research,"('RSG', '2018 q4')",0.0
32911,WM,2018 q4,2020,0.8643468169929058,Elizabeth Vermillion,0.8344106775125966,female,CFRA Equity Research,"('WM', '2018 q4')",0.0
32912,J,2018 q4,2020,0.8107793090708851,Anna Kaminskaya,0.5984328462436961,female,BofA Global Research,"('J', '2018 q4')",0.0
32913,J,2018 q4,2020,0.8107793090708851,"Mr. Seth R. Rosenfeld, CFA",0.569328035442922,male,Jefferies,"('J', '2018 q4')",0.0
32914,J,2018 q4,2020,0.8107793090708851,Mr. Daniel Scott,0.5271111544016415,male,MKM Partners,"('J', '2018 q4')",0.0
32915,LDOS,2018 q4,2020,0.7905415328262387,"Edward S. Caso, Jr",0.6573944923964744,male,"Wells Fargo Securities, LLC","('LDOS', '2018 q4')",0.0
32916,LDOS,2018 q4,2020,0.7905415328262387,"Mr. Cai Von Rumohr, CFA",0.5334734779005162,male,Cowen and Company,"('LDOS', '2018 q4')",0.0
32917,LDOS,2018 q4,2020,0.7905415328262387,Sheila Kahyaoglu,0.6224705269831272,female,Jefferies,"('LDOS', '2018 q4')",0.0
32918,NLSN,2018 q4,2020,0.6158082683124715,"Mr. Matthew C. Thornton, CFA",0.9235368289023854,male,SunTrust Robinson Humphrey Capital Markets,"('NLSN', '2018 q4')",0.04761680215597153
32919,ROL,2018 q4,2020,0.9611371824883516,Mr. Tim Mulrooney,0.9611371824883516,male,William Blair & Company,"('ROL', '2018 q4')",0.0
32920,RSG,2018 q4,2020,0.9152906962339972,Mr. Luis J. Amadeo,0.8597617764848893,male,"Oppenheimer & Co., Inc.","('RSG', '2018 q4')",0.0
32921,WM,2018 q4,2020,0.8643468169929058,Mr. Luis J. Amadeo,0.790795811451181,male,"Oppenheimer & Co., Inc.","('WM', '2018 q4')",0.0
32922,WM,2018 q4,2020,0.8643468169929058,Michael Feniger,0.700046105091112,male,BofA Global Research,"('WM', '2018 q4')",0.03333333507180214
32923,CPRT,2019 q1,2020,0.6905466114918906,Garrett Nelson,0.7735052063842371,male,CFRA Equity Research,"('CPRT', '2019 q1')",0.0
32924,CPRT,2019 q1,2020,0.6905466114918906,Gary Prestopino,0.901099694126514,male,Barrington Research Associates,"('CPRT', '2019 q1')",0.0
32925,CPRT,2019 q1,2020,0.6905466114918906,"Chris Bottiglieri, CPA",0.4325954477625994,male,Wolfe Research,"('CPRT', '2019 q1')",0.06003810465335846
32926,CPRT,2019 q1,2020,0.6905466114918906,"Mr. Bret D. Jordan, CFA, CFA",0.3817299749569451,male,Jefferies,"('CPRT', '2019 q1')",0.0
32927,CPRT,2019 q1,2020,0.6905466114918906,Ms. Stephanie Benjamin,0.3014860124679259,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2019 q1')",0.024439869448542595
32928,CPRT,2019 q1,2020,0.6905466114918906,Mr. Thomas Kee,0.9796752380936512,male,Stock Traders Daily Research,"('CPRT', '2019 q1')",0.9931864738464355
32929,CTAS,2019 q1,2020,0.6698570128302781,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CTAS', '2019 q1')",0.9931468963623047
32930,EFX,2019 q1,2020,0.7152841550839439,Mr. Thomas Kee,0.9956246659540552,male,Stock Traders Daily Research,"('EFX', '2019 q1')",0.9930907189846039
32931,J,2019 q1,2020,0.8734124134220671,Mr. Thomas Kee,0.9961663973151212,male,Stock Traders Daily Research,"('J', '2019 q1')",0.9796842932701111
32932,RHI,2019 q1,2020,0.7315717167682951,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('RHI', '2019 q1')",0.9931389689445496
32933,ROL,2019 q1,2020,0.9546279824024314,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ROL', '2019 q1')",0.9931548833847046
32934,RSG,2019 q1,2020,0.9070777197108888,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('RSG', '2019 q1')",0.9930745363235474
32935,CPRT,2019 q1,2020,0.6905466114918906,Mr. Ali-Ahmad Faghri,0.439390912381599,male,Guggenheim Securities LLC,"('CPRT', '2019 q1')",0.017660275101661682
32936,CPRT,2019 q1,2020,0.6905466114918906,Mr. John Healy,0.3310543568667056,male,Northcoast Research,"('CPRT', '2019 q1')",0.012029401957988739
32937,CTAS,2019 q1,2020,0.6698570128302781,Mr. John Healy,0.3336700874069601,male,Northcoast Research,"('CTAS', '2019 q1')",0.03619671240448952
32938,RHI,2019 q1,2020,0.7315717167682951,Mr. John Healy,0.4623722225673936,male,Northcoast Research,"('RHI', '2019 q1')",0.014796133153140545
32939,CTAS,2019 q1,2020,0.6698570128302781,Ms. Toni M. Kaplan,0.5053671027566182,female,Morgan Stanley,"('CTAS', '2019 q1')",0.03511564061045647
32940,EFX,2019 q1,2020,0.7152841550839439,Ms. Toni M. Kaplan,0.2705930398669608,female,Morgan Stanley,"('EFX', '2019 q1')",0.0
32941,INFO,2019 q1,2020,0.7314426652570077,Ms. Toni M. Kaplan,0.4138734218391503,female,Morgan Stanley,"('INFO', '2019 q1')",0.015808481723070145
32942,VRSK,2019 q1,2020,0.738640656214544,Ms. Toni M. Kaplan,0.5032913645489346,female,Morgan Stanley,"('VRSK', '2019 q1')",0.0
32943,CTAS,2019 q1,2020,0.6698570128302781,Matthew Miller,0.7601487077384069,male,CFRA Equity Research,"('CTAS', '2019 q1')",0.015668290294706823
32944,CTAS,2019 q1,2020,0.6698570128302781,"Matthew J. Young, CFA, CFA",0.7878873767424567,male,"Morningstar, Inc.","('CTAS', '2019 q1')",0.0
32945,RSG,2019 q1,2020,0.9070777197108888,"Matthew J. Young, CFA, CFA",0.8140509217678903,male,"Morningstar, Inc.","('RSG', '2019 q1')",0.0
32946,WM,2019 q1,2020,0.7793301197944015,"Matthew J. Young, CFA, CFA",0.7974633892392603,male,"Morningstar, Inc.","('WM', '2019 q1')",0.0
32947,CTAS,2019 q1,2020,0.6698570128302781,"Mr. Gary E. Bisbee, CFA",0.3251804051626896,male,BofA Global Research,"('CTAS', '2019 q1')",0.03120411311586698
32948,EFX,2019 q1,2020,0.7152841550839439,"Mr. Gary E. Bisbee, CFA",0.294357065122473,male,BofA Global Research,"('EFX', '2019 q1')",0.013308145105838776
32949,RHI,2019 q1,2020,0.7315717167682951,"Mr. Gary E. Bisbee, CFA",0.4864253000420445,male,BofA Global Research,"('RHI', '2019 q1')",0.013286963105201721
32950,VRSK,2019 q1,2020,0.738640656214544,"Mr. Gary E. Bisbee, CFA",0.6970410601713573,male,BofA Global Research,"('VRSK', '2019 q1')",0.008258536458015442
32951,CTAS,2019 q1,2020,0.6698570128302781,Mr. Scott Schneeberger,0.2942645103265695,male,"Oppenheimer & Co., Inc.","('CTAS', '2019 q1')",0.07629214227199554
32952,CTAS,2019 q1,2020,0.6698570128302781,"Elliott L. Schlang, CFA",0.3551895190973914,male,Great Lakes/Wellington Shields,"('CTAS', '2019 q1')",0.0
32953,EFX,2019 q1,2020,0.7152841550839439,Kevin D. McVeigh,0.4341942372824352,male,Credit Suisse,"('EFX', '2019 q1')",0.0
32954,NLSN,2019 q1,2020,0.7907522230440039,Kevin D. McVeigh,0.5632362600625249,male,Credit Suisse,"('NLSN', '2019 q1')",0.052711524069309235
32955,EFX,2019 q1,2020,0.7152841550839439,Manav S. Patnaik,0.6602806702406606,male,Barclays,"('EFX', '2019 q1')",0.0
32956,NLSN,2019 q1,2020,0.7907522230440039,Manav S. Patnaik,0.6613392215780615,male,Barclays,"('NLSN', '2019 q1')",0.007942700758576393
32957,EFX,2019 q1,2020,0.7152841550839439,Mr. George Gregory,0.4809621045199306,male,Exane BNP Paribas,"('EFX', '2019 q1')",0.0
32958,EFX,2019 q1,2020,0.7152841550839439,"Brett R. Huff, CFA",0.398518927274918,male,Stephens Inc.,"('EFX', '2019 q1')",0.015030203387141228
32959,EFX,2019 q1,2020,0.7152841550839439,"Andrew W. Jeffrey, CFA",0.3316554102346976,male,SunTrust Robinson Humphrey Capital Markets,"('EFX', '2019 q1')",0.0
32960,INFO,2019 q1,2020,0.7314426652570077,"Andrew W. Jeffrey, CFA",0.3305973028038974,male,SunTrust Robinson Humphrey Capital Markets,"('INFO', '2019 q1')",0.0
32961,EFX,2019 q1,2020,0.7152841550839439,Mr. Ashish Sabadra,0.3732469539425715,male,Deutsche Bank,"('EFX', '2019 q1')",0.0
32962,INFO,2019 q1,2020,0.7314426652570077,Mr. Ashish Sabadra,0.8569165307468447,male,Deutsche Bank,"('INFO', '2019 q1')",0.0
32963,NLSN,2019 q1,2020,0.7907522230440039,Mr. Ashish Sabadra,0.9643882607422332,male,Deutsche Bank,"('NLSN', '2019 q1')",0.0
32964,EFX,2019 q1,2020,0.7152841550839439,Mr. Brett Horn,0.7729232666429313,male,"Morningstar, Inc.","('EFX', '2019 q1')",0.0
32965,EFX,2019 q1,2020,0.7152841550839439,Mr. James C. West,0.7203809850206823,male,EVERCORE ISI,"('EFX', '2019 q1')",0.0
32966,EFX,2019 q1,2020,0.7152841550839439,Colin Scarola,0.8022221519320124,male,CFRA Equity Research,"('EFX', '2019 q1')",0.0
32967,INFO,2019 q1,2020,0.7314426652570077,Colin Scarola,0.9035072640543934,male,CFRA Equity Research,"('INFO', '2019 q1')",0.0
32968,NLSN,2019 q1,2020,0.7907522230440039,Colin Scarola,0.9306870372927244,male,CFRA Equity Research,"('NLSN', '2019 q1')",0.002526969416067004
32969,RHI,2019 q1,2020,0.7315717167682951,Colin Scarola,0.6615978435716585,male,CFRA Equity Research,"('RHI', '2019 q1')",0.0
32970,VRSK,2019 q1,2020,0.738640656214544,Colin Scarola,0.932242186188918,male,CFRA Equity Research,"('VRSK', '2019 q1')",0.0
32971,EFX,2019 q1,2020,0.7152841550839439,Mr. Georgios Mihalos,0.6340101327671632,male,Cowen and Company,"('EFX', '2019 q1')",0.0
32972,EFX,2019 q1,2020,0.7152841550839439,"Mr. David M. Togut, CFA",0.4862885694275918,male,EVERCORE ISI,"('EFX', '2019 q1')",0.0
32973,VRSK,2019 q1,2020,0.738640656214544,"Mr. David M. Togut, CFA",0.6223688635615178,male,EVERCORE ISI,"('VRSK', '2019 q1')",0.0
32974,INFO,2019 q1,2020,0.7314426652570077,"Peter P. Appert, CFA",0.4381444980955009,male,Piper Sandler Companies,"('INFO', '2019 q1')",0.0
32975,INFO,2019 q1,2020,0.7314426652570077,Credit Suisse Global Product Marketing,0.5008020433614996,Not a person,Credit Suisse,"('INFO', '2019 q1')",0.0
32976,INFO,2019 q1,2020,0.7314426652570077,Zain Akbari,0.942675871241589,male,"Morningstar, Inc.","('INFO', '2019 q1')",0.0
32977,J,2019 q1,2020,0.8734124134220671,Elizabeth Vermillion,0.9047968648170146,female,CFRA Equity Research,"('J', '2019 q1')",0.0
32978,ROL,2019 q1,2020,0.9546279824024314,Elizabeth Vermillion,0.9225451210830754,female,CFRA Equity Research,"('ROL', '2019 q1')",0.0
32979,RSG,2019 q1,2020,0.9070777197108888,Elizabeth Vermillion,0.7960590047064213,female,CFRA Equity Research,"('RSG', '2019 q1')",0.0
32980,WM,2019 q1,2020,0.7793301197944015,Elizabeth Vermillion,0.7847451361219531,female,CFRA Equity Research,"('WM', '2019 q1')",0.0
32981,J,2019 q1,2020,0.8734124134220671,Ms. Jamie Cook,0.5656498409093519,female,Credit Suisse,"('J', '2019 q1')",0.0
32982,J,2019 q1,2020,0.8734124134220671,Chad Dillard,0.9639078879170168,male,Deutsche Bank,"('J', '2019 q1')",0.0
32983,J,2019 q1,2020,0.8734124134220671,Lucy Guo,0.5393319371665669,female,Cowen and Company,"('J', '2019 q1')",0.0
32984,J,2019 q1,2020,0.8734124134220671,Mr. Keith Schoonmaker,0.8295741034899113,male,"Morningstar, Inc.","('J', '2019 q1')",0.0
32985,RHI,2019 q1,2020,0.7315717167682951,Mr. Keith Schoonmaker,0.7139858240502498,male,"Morningstar, Inc.","('RHI', '2019 q1')",0.022222223381201427
32986,J,2019 q1,2020,0.8734124134220671,SADIF Research,0.9809112684409044,Not a person,Sadif Analytics Prime,"('J', '2019 q1')",0.9319060444831848
32987,LDOS,2019 q1,2020,0.7883269251152708,SADIF Research,0.984447951473672,Not a person,Sadif Analytics Prime,"('LDOS', '2019 q1')",0.977982759475708
32988,RSG,2019 q1,2020,0.9070777197108888,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('RSG', '2019 q1')",0.9689889550209045
32989,J,2019 q1,2020,0.8734124134220671,Mr. Daniel Scott,0.5773504096377705,male,MKM Partners,"('J', '2019 q1')",0.012387944385409355
32990,J,2019 q1,2020,0.8734124134220671,Anna Kaminskaya,0.7191340420069271,female,BofA Global Research,"('J', '2019 q1')",0.0
32991,LDOS,2019 q1,2020,0.7883269251152708,"Edward S. Caso, Jr",0.5329284215791681,male,"Wells Fargo Securities, LLC","('LDOS', '2019 q1')",0.0
32992,LDOS,2019 q1,2020,0.7883269251152708,Sheila Kahyaoglu,0.8148713208363815,female,Jefferies,"('LDOS', '2019 q1')",0.015108127146959305
32993,LDOS,2019 q1,2020,0.7883269251152708,David Holt,0.8439806170396849,male,CFRA Equity Research,"('LDOS', '2019 q1')",0.014034721069037914
32994,LDOS,2019 q1,2020,0.7883269251152708,Mr. Robert M. Spingarn,0.5106708103602288,male,Credit Suisse,"('LDOS', '2019 q1')",0.0
32995,LDOS,2019 q1,2020,0.7883269251152708,"Mr. Cai Von Rumohr, CFA",0.5721803950676504,male,Cowen and Company,"('LDOS', '2019 q1')",0.0
32996,NLSN,2019 q1,2020,0.7907522230440039,"Mr. Matthew C. Thornton, CFA",0.5214237665881231,male,SunTrust Robinson Humphrey Capital Markets,"('NLSN', '2019 q1')",0.0
32997,RHI,2019 q1,2020,0.7315717167682951,Mr. Tobey O. Sommer,0.5430272442796585,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2019 q1')",0.0
32998,ROL,2019 q1,2020,0.9546279824024314,Mr. Tim Mulrooney,0.9225451210830754,male,William Blair & Company,"('ROL', '2019 q1')",0.0
32999,RSG,2019 q1,2020,0.9070777197108888,Mr. Luis J. Amadeo,0.767252105048007,male,"Oppenheimer & Co., Inc.","('RSG', '2019 q1')",0.0
33000,WM,2019 q1,2020,0.7793301197944015,Mr. Luis J. Amadeo,0.6743958677744007,male,"Oppenheimer & Co., Inc.","('WM', '2019 q1')",0.0
33001,RSG,2019 q1,2020,0.9070777197108888,Michael Feniger,0.8044803484160316,male,BofA Global Research,"('RSG', '2019 q1')",0.0
33002,WM,2019 q1,2020,0.7793301197944015,Michael Feniger,0.696461601607869,male,BofA Global Research,"('WM', '2019 q1')",0.0
33003,CPRT,2019 q2,2020,0.5520562507816508,Mr. Ali-Ahmad Faghri,0.2664473748609087,male,Guggenheim Securities LLC,"('CPRT', '2019 q2')",0.0
33004,CPRT,2019 q2,2020,0.5520562507816508,Garrett Nelson,0.7153595467019637,male,CFRA Equity Research,"('CPRT', '2019 q2')",0.0
33005,CPRT,2019 q2,2020,0.5520562507816508,Gary Prestopino,0.834229117670793,male,Barrington Research Associates,"('CPRT', '2019 q2')",0.0
33006,CPRT,2019 q2,2020,0.5520562507816508,Ms. Stephanie Benjamin,0.2031795588372783,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2019 q2')",0.0
33007,CPRT,2019 q2,2020,0.5520562507816508,Mr. John Healy,0.3296335586553502,male,Northcoast Research,"('CPRT', '2019 q2')",0.02221963182091713
33008,CTAS,2019 q2,2020,0.816732377240996,Mr. John Healy,0.775260981392325,male,Northcoast Research,"('CTAS', '2019 q2')",0.027643544599413872
33009,RHI,2019 q2,2020,0.6145620036161804,Mr. John Healy,0.3012927252639078,male,Northcoast Research,"('RHI', '2019 q2')",0.016008978709578514
33010,CPRT,2019 q2,2020,0.5520562507816508,"Mr. Bret D. Jordan, CFA, CFA",0.3567466729538386,male,Jefferies,"('CPRT', '2019 q2')",0.0
33011,CPRT,2019 q2,2020,0.5520562507816508,"Chris Bottiglieri, CPA",0.3839862478971368,male,Wolfe Research,"('CPRT', '2019 q2')",0.0
33012,CTAS,2019 q2,2020,0.816732377240996,Matthew Miller,0.7946881208950974,male,CFRA Equity Research,"('CTAS', '2019 q2')",0.01621689461171627
33013,CTAS,2019 q2,2020,0.816732377240996,"Matthew J. Young, CFA, CFA",0.8248385329652234,male,"Morningstar, Inc.","('CTAS', '2019 q2')",0.0
33014,RSG,2019 q2,2020,0.7375366331816998,"Matthew J. Young, CFA, CFA",0.6876035525795202,male,"Morningstar, Inc.","('RSG', '2019 q2')",0.0
33015,WM,2019 q2,2020,0.7767130485261579,"Matthew J. Young, CFA, CFA",0.7072328755412336,male,"Morningstar, Inc.","('WM', '2019 q2')",0.0
33016,EFX,2019 q2,2020,0.7969033807425115,Mr. Georgios Mihalos,0.7880194399509235,male,Cowen and Company,"('EFX', '2019 q2')",0.0
33017,EFX,2019 q2,2020,0.7969033807425115,"Mr. David M. Togut, CFA",0.6176647704490608,male,EVERCORE ISI,"('EFX', '2019 q2')",0.0
33018,VRSK,2019 q2,2020,0.8094453363503431,"Mr. David M. Togut, CFA",0.725349274493877,male,EVERCORE ISI,"('VRSK', '2019 q2')",0.0
33019,EFX,2019 q2,2020,0.7969033807425115,"Andrew W. Jeffrey, CFA",0.433527056825995,male,SunTrust Robinson Humphrey Capital Markets,"('EFX', '2019 q2')",0.0
33020,INFO,2019 q2,2020,0.6383464218470177,"Andrew W. Jeffrey, CFA",0.2537400920189984,male,SunTrust Robinson Humphrey Capital Markets,"('INFO', '2019 q2')",0.0
33021,VRSK,2019 q2,2020,0.8094453363503431,"Andrew W. Jeffrey, CFA",0.5258599068560117,male,SunTrust Robinson Humphrey Capital Markets,"('VRSK', '2019 q2')",0.0
33022,EFX,2019 q2,2020,0.7969033807425115,Mr. Brett Horn,0.8216387567717077,male,"Morningstar, Inc.","('EFX', '2019 q2')",0.011111111690600714
33023,EFX,2019 q2,2020,0.7969033807425115,Manav S. Patnaik,0.7746999527667805,male,Barclays,"('EFX', '2019 q2')",0.012327590025961399
33024,EFX,2019 q2,2020,0.7969033807425115,Colin Scarola,0.8571562474774201,male,CFRA Equity Research,"('EFX', '2019 q2')",0.0
33025,INFO,2019 q2,2020,0.6383464218470177,Colin Scarola,0.8744007606965334,male,CFRA Equity Research,"('INFO', '2019 q2')",0.0
33026,NLSN,2019 q2,2020,0.970443147429312,Colin Scarola,0.970443147429312,male,CFRA Equity Research,"('NLSN', '2019 q2')",0.0
33027,RHI,2019 q2,2020,0.6145620036161804,Colin Scarola,0.5755563217800074,male,CFRA Equity Research,"('RHI', '2019 q2')",0.0
33028,VRSK,2019 q2,2020,0.8094453363503431,Colin Scarola,0.8800872127736303,male,CFRA Equity Research,"('VRSK', '2019 q2')",0.0
33029,EFX,2019 q2,2020,0.7969033807425115,Mr. James C. West,0.6635035977757925,male,EVERCORE ISI,"('EFX', '2019 q2')",0.0
33030,INFO,2019 q2,2020,0.6383464218470177,"Peter P. Appert, CFA",0.2835545345114129,male,Piper Sandler Companies,"('INFO', '2019 q2')",0.0
33031,INFO,2019 q2,2020,0.6383464218470177,Mr. Ashish Sabadra,0.7122957610410218,male,Deutsche Bank,"('INFO', '2019 q2')",0.0
33032,VRSK,2019 q2,2020,0.8094453363503431,Mr. Ashish Sabadra,0.8971108680842766,male,Deutsche Bank,"('VRSK', '2019 q2')",0.0
33033,INFO,2019 q2,2020,0.6383464218470177,Zain Akbari,0.8749526291847203,male,"Morningstar, Inc.","('INFO', '2019 q2')",0.0
33034,INFO,2019 q2,2020,0.6383464218470177,Kevin D. McVeigh,0.4363915045130231,male,Credit Suisse,"('INFO', '2019 q2')",0.0
33035,RHI,2019 q2,2020,0.6145620036161804,Kevin D. McVeigh,0.4107683851748575,male,Credit Suisse,"('RHI', '2019 q2')",0.0
33036,INFO,2019 q2,2020,0.6383464218470177,Ms. Toni M. Kaplan,0.2763483237449902,female,Morgan Stanley,"('INFO', '2019 q2')",0.02014007233083248
33037,VRSK,2019 q2,2020,0.8094453363503431,Ms. Toni M. Kaplan,0.4530144167971967,female,Morgan Stanley,"('VRSK', '2019 q2')",0.0
33038,INFO,2019 q2,2020,0.6383464218470177,"Mr. Gary E. Bisbee, CFA",0.3838829462576801,male,BofA Global Research,"('INFO', '2019 q2')",0.026458540931344032
33039,RHI,2019 q2,2020,0.6145620036161804,"Mr. Gary E. Bisbee, CFA",0.332681494567745,male,BofA Global Research,"('RHI', '2019 q2')",0.0
33040,VRSK,2019 q2,2020,0.8094453363503431,"Mr. Gary E. Bisbee, CFA",0.5670369203218836,male,BofA Global Research,"('VRSK', '2019 q2')",0.0
33041,J,2019 q2,2020,0.8505696512913583,Krzysztof Smalec,0.6250941052687455,male,"Morningstar, Inc.","('J', '2019 q2')",0.0
33042,J,2019 q2,2020,0.8505696512913583,Mr. Keith Schoonmaker,0.7348644721225974,male,"Morningstar, Inc.","('J', '2019 q2')",0.0
33043,RHI,2019 q2,2020,0.6145620036161804,Mr. Keith Schoonmaker,0.6596421461793044,male,"Morningstar, Inc.","('RHI', '2019 q2')",0.01666666753590107
33044,J,2019 q2,2020,0.8505696512913583,Elizabeth Vermillion,0.936800537236739,female,CFRA Equity Research,"('J', '2019 q2')",0.0
33045,ROL,2019 q2,2020,0.9021992394141534,Elizabeth Vermillion,0.9021992394141534,female,CFRA Equity Research,"('ROL', '2019 q2')",0.0
33046,RSG,2019 q2,2020,0.7375366331816998,Elizabeth Vermillion,0.7085039813266805,female,CFRA Equity Research,"('RSG', '2019 q2')",0.0
33047,WM,2019 q2,2020,0.7767130485261579,Elizabeth Vermillion,0.8039895812297496,female,CFRA Equity Research,"('WM', '2019 q2')",0.0
33048,J,2019 q2,2020,0.8505696512913583,Ms. Jamie Cook,0.6325263891417999,female,Credit Suisse,"('J', '2019 q2')",0.0
33049,J,2019 q2,2020,0.8505696512913583,Mr. Adam Seiden,0.8643242269104383,male,Barclays,"('J', '2019 q2')",0.0
33050,J,2019 q2,2020,0.8505696512913583,Mr. Daniel Scott,0.6883174345612862,male,MKM Partners,"('J', '2019 q2')",0.02311692386865616
33051,J,2019 q2,2020,0.8505696512913583,Chad Dillard,0.9257137389841334,male,Deutsche Bank,"('J', '2019 q2')",0.0
33052,LDOS,2019 q2,2020,0.7922197024775348,SADIF Research,0.9795905916555624,Not a person,Sadif Analytics Prime,"('LDOS', '2019 q2')",0.9781862199306488
33053,RHI,2019 q2,2020,0.6145620036161804,SADIF Research,0.941229220264926,Not a person,Sadif Analytics Prime,"('RHI', '2019 q2')",0.8975751399993896
33054,VRSK,2019 q2,2020,0.8094453363503431,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VRSK', '2019 q2')",0.9781430959701538
33055,WM,2019 q2,2020,0.7767130485261579,SADIF Research,0.9989065378988644,Not a person,Sadif Analytics Prime,"('WM', '2019 q2')",0.9511451125144958
33056,LDOS,2019 q2,2020,0.7922197024775348,"Edward S. Caso, Jr",0.5941597474660725,male,"Wells Fargo Securities, LLC","('LDOS', '2019 q2')",0.0
33057,LDOS,2019 q2,2020,0.7922197024775348,"Mr. Cai Von Rumohr, CFA",0.6913401319790685,male,Cowen and Company,"('LDOS', '2019 q2')",0.0
33058,LDOS,2019 q2,2020,0.7922197024775348,Mr. Robert M. Spingarn,0.5571048089082473,male,Credit Suisse,"('LDOS', '2019 q2')",0.012524522840976715
33059,LDOS,2019 q2,2020,0.7922197024775348,David Holt,0.8354049907184068,male,CFRA Equity Research,"('LDOS', '2019 q2')",0.015388254541903734
33060,NLSN,2019 q2,2020,0.970443147429312,"Mr. Matthew C. Thornton, CFA",0.970443147429312,male,SunTrust Robinson Humphrey Capital Markets,"('NLSN', '2019 q2')",0.0
33061,RHI,2019 q2,2020,0.6145620036161804,Mr. Seth Weber,0.2547840113672185,male,RBC Capital Markets,"('RHI', '2019 q2')",0.0
33062,RHI,2019 q2,2020,0.6145620036161804,Mr. Tobey O. Sommer,0.4402325326840823,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2019 q2')",0.0
33063,ROL,2019 q2,2020,0.9021992394141534,Mr. Tim Mulrooney,0.9021992394141534,male,William Blair & Company,"('ROL', '2019 q2')",0.0
33064,RSG,2019 q2,2020,0.7375366331816998,Michael Feniger,0.6687956133558977,male,BofA Global Research,"('RSG', '2019 q2')",0.03333333507180214
33065,WM,2019 q2,2020,0.7767130485261579,Michael Feniger,0.5707304266446132,male,BofA Global Research,"('WM', '2019 q2')",0.0
33066,RSG,2019 q2,2020,0.7375366331816998,Derek Spronck,0.5484455779723331,male,RBC Capital Markets,"('RSG', '2019 q2')",0.0
33067,WM,2019 q2,2020,0.7767130485261579,Derek Spronck,0.4684419223700694,male,RBC Capital Markets,"('WM', '2019 q2')",0.0
33068,RSG,2019 q2,2020,0.7375366331816998,Mr. Luis J. Amadeo,0.7506901726209367,male,"Oppenheimer & Co., Inc.","('RSG', '2019 q2')",0.0
33069,WM,2019 q2,2020,0.7767130485261579,Mr. Luis J. Amadeo,0.6347843934894682,male,"Oppenheimer & Co., Inc.","('WM', '2019 q2')",0.0
33070,CPRT,2019 q3,2020,0.6246639598310297,Mr. Ali-Ahmad Faghri,0.3141467115450914,male,Guggenheim Securities LLC,"('CPRT', '2019 q3')",0.006929958704859018
33071,CPRT,2019 q3,2020,0.6246639598310297,Gary Prestopino,0.8770915444305407,male,Barrington Research Associates,"('CPRT', '2019 q3')",0.0
33072,CPRT,2019 q3,2020,0.6246639598310297,"Mr. Bret D. Jordan, CFA, CFA",0.3327631449050575,male,Jefferies,"('CPRT', '2019 q3')",0.0
33073,CPRT,2019 q3,2020,0.6246639598310297,Ms. Stephanie Benjamin,0.2490454484605554,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2019 q3')",0.03145787492394447
33074,CPRT,2019 q3,2020,0.6246639598310297,Garrett Nelson,0.7023958614689144,male,CFRA Equity Research,"('CPRT', '2019 q3')",0.0
33075,CPRT,2019 q3,2020,0.6246639598310297,Mr. John Healy,0.4442255392611081,male,Northcoast Research,"('CPRT', '2019 q3')",0.0
33076,CTAS,2019 q3,2020,0.5659631707458207,Mr. John Healy,0.3159374213882757,male,Northcoast Research,"('CTAS', '2019 q3')",0.026707962155342102
33077,RHI,2019 q3,2020,0.5703281103211965,Mr. John Healy,0.4468357060601972,male,Northcoast Research,"('RHI', '2019 q3')",0.011281197890639305
33078,CPRT,2019 q3,2020,0.6246639598310297,"Chris Bottiglieri, CPA",0.673018757153787,male,Wolfe Research,"('CPRT', '2019 q3')",0.0
33079,CTAS,2019 q3,2020,0.5659631707458207,Matthew Miller,0.768172363735716,male,CFRA Equity Research,"('CTAS', '2019 q3')",0.016698884156843025
33080,CTAS,2019 q3,2020,0.5659631707458207,"Elliott L. Schlang, CFA",0.2288370878935741,male,Great Lakes/Wellington Shields,"('CTAS', '2019 q3')",0.005629344532887141
33081,CTAS,2019 q3,2020,0.5659631707458207,Ms. Toni M. Kaplan,0.4089808769319135,female,Morgan Stanley,"('CTAS', '2019 q3')",0.048227690160274506
33082,INFO,2019 q3,2020,0.5273799946542617,Ms. Toni M. Kaplan,0.2497645567961476,female,Morgan Stanley,"('INFO', '2019 q3')",0.0
33083,NLSN,2019 q3,2020,0.8050326273645534,Ms. Toni M. Kaplan,0.6872496307006765,female,Morgan Stanley,"('NLSN', '2019 q3')",0.0
33084,VRSK,2019 q3,2020,0.6826384918750471,Ms. Toni M. Kaplan,0.3727894830856975,female,Morgan Stanley,"('VRSK', '2019 q3')",0.0
33085,CTAS,2019 q3,2020,0.5659631707458207,"Matthew J. Young, CFA, CFA",0.8306904903178505,male,"Morningstar, Inc.","('CTAS', '2019 q3')",0.0
33086,RSG,2019 q3,2020,0.7621834206434706,"Matthew J. Young, CFA, CFA",0.4702694349864088,male,"Morningstar, Inc.","('RSG', '2019 q3')",0.03333333507180214
33087,WM,2019 q3,2020,0.720641664502955,"Matthew J. Young, CFA, CFA",0.4640698312747577,male,"Morningstar, Inc.","('WM', '2019 q3')",0.03333333507180214
33088,CTAS,2019 q3,2020,0.5659631707458207,Mr. Seth Weber,0.2682396324686914,male,RBC Capital Markets,"('CTAS', '2019 q3')",0.01983078010380268
33089,CTAS,2019 q3,2020,0.5659631707458207,Kevin D. McVeigh,0.2802078331305063,male,Credit Suisse,"('CTAS', '2019 q3')",0.0395473069511354
33090,EFX,2019 q3,2020,0.7509265115552086,Kevin D. McVeigh,0.5663621892731578,male,Credit Suisse,"('EFX', '2019 q3')",0.009156760759651661
33091,INFO,2019 q3,2020,0.5273799946542617,Kevin D. McVeigh,0.3473444058449296,male,Credit Suisse,"('INFO', '2019 q3')",0.0
33092,NLSN,2019 q3,2020,0.8050326273645534,Kevin D. McVeigh,0.7034844207623565,male,Credit Suisse,"('NLSN', '2019 q3')",0.0417061485350132
33093,VRSK,2019 q3,2020,0.6826384918750471,Kevin D. McVeigh,0.4427208629255906,male,Credit Suisse,"('VRSK', '2019 q3')",0.0
33094,CTAS,2019 q3,2020,0.5659631707458207,"Mr. Gary E. Bisbee, CFA",0.2468449086742962,male,BofA Global Research,"('CTAS', '2019 q3')",0.03752262517809868
33095,EFX,2019 q3,2020,0.7509265115552086,"Mr. Gary E. Bisbee, CFA",0.3241099352057895,male,BofA Global Research,"('EFX', '2019 q3')",0.0
33096,INFO,2019 q3,2020,0.5273799946542617,"Mr. Gary E. Bisbee, CFA",0.2288491659374139,male,BofA Global Research,"('INFO', '2019 q3')",0.011490575037896633
33097,RHI,2019 q3,2020,0.5703281103211965,"Mr. Gary E. Bisbee, CFA",0.4539347411187466,male,BofA Global Research,"('RHI', '2019 q3')",0.0
33098,VRSK,2019 q3,2020,0.6826384918750471,"Mr. Gary E. Bisbee, CFA",0.3796906119484665,male,BofA Global Research,"('VRSK', '2019 q3')",0.0
33099,CTAS,2019 q3,2020,0.5659631707458207,Manav S. Patnaik,0.5325522862919049,male,Barclays,"('CTAS', '2019 q3')",0.0
33100,EFX,2019 q3,2020,0.7509265115552086,Manav S. Patnaik,0.6562115488872545,male,Barclays,"('EFX', '2019 q3')",0.0
33101,INFO,2019 q3,2020,0.5273799946542617,Manav S. Patnaik,0.225057536722021,male,Barclays,"('INFO', '2019 q3')",0.0
33102,EFX,2019 q3,2020,0.7509265115552086,Mr. James C. West,0.6049760006746574,male,EVERCORE ISI,"('EFX', '2019 q3')",0.0
33103,EFX,2019 q3,2020,0.7509265115552086,Mr. Brett Horn,0.9397642414362496,male,"Morningstar, Inc.","('EFX', '2019 q3')",0.0
33104,EFX,2019 q3,2020,0.7509265115552086,Mr. Georgios Mihalos,0.6390712688564512,male,Cowen and Company,"('EFX', '2019 q3')",0.0
33105,EFX,2019 q3,2020,0.7509265115552086,Colin Scarola,0.8499674752591584,male,CFRA Equity Research,"('EFX', '2019 q3')",0.0
33106,INFO,2019 q3,2020,0.5273799946542617,Colin Scarola,0.8302658687732469,male,CFRA Equity Research,"('INFO', '2019 q3')",0.0
33107,NLSN,2019 q3,2020,0.8050326273645534,Colin Scarola,0.9529120590220695,male,CFRA Equity Research,"('NLSN', '2019 q3')",0.0
33108,RHI,2019 q3,2020,0.5703281103211965,Colin Scarola,0.5062870717760689,male,CFRA Equity Research,"('RHI', '2019 q3')",0.0
33109,VRSK,2019 q3,2020,0.6826384918750471,Colin Scarola,0.884825328565046,male,CFRA Equity Research,"('VRSK', '2019 q3')",0.0
33110,EFX,2019 q3,2020,0.7509265115552086,Mr. Ashish Sabadra,0.8662114741943364,male,Deutsche Bank,"('EFX', '2019 q3')",0.0
33111,VRSK,2019 q3,2020,0.6826384918750471,Mr. Ashish Sabadra,0.8647618243287453,male,Deutsche Bank,"('VRSK', '2019 q3')",0.0
33112,EFX,2019 q3,2020,0.7509265115552086,"Mr. David M. Togut, CFA",0.4982473079615458,male,EVERCORE ISI,"('EFX', '2019 q3')",0.0
33113,VRSK,2019 q3,2020,0.6826384918750471,"Mr. David M. Togut, CFA",0.702653664651872,male,EVERCORE ISI,"('VRSK', '2019 q3')",0.0
33114,EFX,2019 q3,2020,0.7509265115552086,"Timothy J. McHugh, CFA",0.3919083434853915,male,William Blair & Company,"('EFX', '2019 q3')",0.0
33115,VRSK,2019 q3,2020,0.6826384918750471,"Timothy J. McHugh, CFA",0.360673497788664,male,William Blair & Company,"('VRSK', '2019 q3')",0.0
33116,EFX,2019 q3,2020,0.7509265115552086,"Andrew W. Jeffrey, CFA",0.3507369314160302,male,SunTrust Robinson Humphrey Capital Markets,"('EFX', '2019 q3')",0.011916646733880043
33117,INFO,2019 q3,2020,0.5273799946542617,"Andrew W. Jeffrey, CFA",0.1914342694380786,male,SunTrust Robinson Humphrey Capital Markets,"('INFO', '2019 q3')",0.0
33118,VRSK,2019 q3,2020,0.6826384918750471,"Andrew W. Jeffrey, CFA",0.4738026147370832,male,SunTrust Robinson Humphrey Capital Markets,"('VRSK', '2019 q3')",0.0
33119,INFO,2019 q3,2020,0.5273799946542617,Zain Akbari,0.8716326479633628,male,"Morningstar, Inc.","('INFO', '2019 q3')",0.0
33120,INFO,2019 q3,2020,0.5273799946542617,"Mr. William A. Warmington, Jr",0.2052852614507766,male,"Wells Fargo Securities, LLC","('INFO', '2019 q3')",0.0
33121,INFO,2019 q3,2020,0.5273799946542617,"Mr. Joseph A. Vafi, CFA, CFA",0.3878965017317051,male,Canaccord Genuity,"('INFO', '2019 q3')",0.0
33122,J,2019 q3,2020,0.9074600185387106,Chad Dillard,0.7424874174299009,male,Deutsche Bank,"('J', '2019 q3')",0.0
33123,J,2019 q3,2020,0.9074600185387106,Ms. Jamie Cook,0.6984929675163007,female,Credit Suisse,"('J', '2019 q3')",0.0
33124,J,2019 q3,2020,0.9074600185387106,Elizabeth Vermillion,0.9371345861747504,female,CFRA Equity Research,"('J', '2019 q3')",0.0
33125,ROL,2019 q3,2020,1.0,Elizabeth Vermillion,1.0,female,CFRA Equity Research,"('ROL', '2019 q3')",0.0
33126,RSG,2019 q3,2020,0.7621834206434706,Elizabeth Vermillion,0.7999212475419576,female,CFRA Equity Research,"('RSG', '2019 q3')",0.0
33127,WM,2019 q3,2020,0.720641664502955,Elizabeth Vermillion,0.7207172061259266,female,CFRA Equity Research,"('WM', '2019 q3')",0.0
33128,J,2019 q3,2020,0.9074600185387106,Mr. Gautam J. Khanna,0.8957380543743068,male,Cowen and Company,"('J', '2019 q3')",0.0
33129,J,2019 q3,2020,0.9074600185387106,Krzysztof Smalec,0.914444464527442,male,"Morningstar, Inc.","('J', '2019 q3')",0.0
33130,J,2019 q3,2020,0.9074600185387106,SADIF Research,0.992321925135768,Not a person,Sadif Analytics Prime,"('J', '2019 q3')",0.932701587677002
33131,ROL,2019 q3,2020,1.0,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ROL', '2019 q3')",0.9697464108467102
33132,RSG,2019 q3,2020,0.7621834206434706,SADIF Research,0.9239219525337244,Not a person,Sadif Analytics Prime,"('RSG', '2019 q3')",0.968859076499939
33133,WM,2019 q3,2020,0.720641664502955,SADIF Research,0.9417955461241652,Not a person,Sadif Analytics Prime,"('WM', '2019 q3')",0.9509842991828918
33134,LDOS,2019 q3,2020,0.5012940886275421,"Edward S. Caso, Jr",0.3678842131656327,male,"Wells Fargo Securities, LLC","('LDOS', '2019 q3')",0.01666666753590107
33135,LDOS,2019 q3,2020,0.5012940886275421,David Holt,0.7566119485495101,male,CFRA Equity Research,"('LDOS', '2019 q3')",0.0
33136,LDOS,2019 q3,2020,0.5012940886275421,Mr. Tobey O. Sommer,0.4057080435602321,male,SunTrust Robinson Humphrey Capital Markets,"('LDOS', '2019 q3')",0.022920312359929085
33137,RHI,2019 q3,2020,0.5703281103211965,Mr. Tobey O. Sommer,0.453240416910903,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2019 q3')",0.0
33138,LDOS,2019 q3,2020,0.5012940886275421,"Mr. Cai Von Rumohr, CFA",0.3135492513201927,male,Cowen and Company,"('LDOS', '2019 q3')",0.0
33139,LDOS,2019 q3,2020,0.5012940886275421,Mr. Robert M. Spingarn,0.2909557260077497,male,Credit Suisse,"('LDOS', '2019 q3')",0.0
33140,RHI,2019 q3,2020,0.5703281103211965,Joshua Aguilar,0.4471848176677328,male,"Morningstar, Inc.","('RHI', '2019 q3')",0.0
33141,RHI,2019 q3,2020,0.5703281103211965,Mr. Keith Schoonmaker,0.5631276334293432,male,"Morningstar, Inc.","('RHI', '2019 q3')",0.0
33142,RHI,2019 q3,2020,0.5703281103211965,Mr. Tim Mulrooney,0.3500701356419488,male,William Blair & Company,"('RHI', '2019 q3')",0.0
33143,RSG,2019 q3,2020,0.7621834206434706,Mr. Luis J. Amadeo,0.8119787328853696,male,"Oppenheimer & Co., Inc.","('RSG', '2019 q3')",0.0
33144,WM,2019 q3,2020,0.720641664502955,Mr. Luis J. Amadeo,0.6715460929268379,male,"Oppenheimer & Co., Inc.","('WM', '2019 q3')",0.0
33145,RSG,2019 q3,2020,0.7621834206434706,Michael Feniger,0.4702694349864088,male,BofA Global Research,"('RSG', '2019 q3')",0.03333333507180214
33146,WM,2019 q3,2020,0.720641664502955,Michael Feniger,0.4640698312747576,male,BofA Global Research,"('WM', '2019 q3')",0.03333333507180214
33147,WM,2019 q3,2020,0.720641664502955,Derek Spronck,0.5250955584946266,male,RBC Capital Markets,"('WM', '2019 q3')",0.0
33148,WM,2019 q3,2020,0.720641664502955,"Mark Neville, CFA",0.5291465663012935,male,Scotiabank GBM,"('WM', '2019 q3')",0.0
33149,CPRT,2019 q4,2020,0.582734463978057,Garrett Nelson,0.6589417813202411,male,CFRA Equity Research,"('CPRT', '2019 q4')",0.0
33150,CPRT,2019 q4,2020,0.582734463978057,"Chris Bottiglieri, CPA",0.4398004617912053,male,Wolfe Research,"('CPRT', '2019 q4')",0.01053121592849493
33151,CPRT,2019 q4,2020,0.582734463978057,Mr. Ali-Ahmad Faghri,0.3917623133153258,male,Guggenheim Securities LLC,"('CPRT', '2019 q4')",0.010667325928807259
33152,CPRT,2019 q4,2020,0.582734463978057,"Mr. Bret D. Jordan, CFA, CFA",0.3980088704229893,male,Jefferies,"('CPRT', '2019 q4')",0.0
33153,CPRT,2019 q4,2020,0.582734463978057,Ms. Stephanie Benjamin,0.265257809938256,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2019 q4')",0.02653791941702366
33154,CPRT,2019 q4,2020,0.582734463978057,Mr. John Healy,0.3231277329684834,male,Northcoast Research,"('CPRT', '2019 q4')",0.0
33155,CTAS,2019 q4,2020,0.7053436668221367,Mr. John Healy,0.3458543573123069,male,Northcoast Research,"('CTAS', '2019 q4')",0.024986647069454193
33156,RHI,2019 q4,2020,0.5227221617412916,Mr. John Healy,0.274303539392118,male,Northcoast Research,"('RHI', '2019 q4')",0.0
33157,CPRT,2019 q4,2020,0.582734463978057,Gary Prestopino,0.8318349192284235,male,Barrington Research Associates,"('CPRT', '2019 q4')",0.0
33158,CTAS,2019 q4,2020,0.7053436668221367,Matthew Miller,0.7221657230719166,male,CFRA Equity Research,"('CTAS', '2019 q4')",0.01652916396657626
33159,CTAS,2019 q4,2020,0.7053436668221367,Manav S. Patnaik,0.6807498970336969,male,Barclays,"('CTAS', '2019 q4')",0.01588423363864422
33160,EFX,2019 q4,2020,0.6845768003110226,Manav S. Patnaik,0.6833550404270902,male,Barclays,"('EFX', '2019 q4')",0.0
33161,NLSN,2019 q4,2020,0.7868858215168986,Manav S. Patnaik,0.5804096658940827,male,Barclays,"('NLSN', '2019 q4')",0.0
33162,CTAS,2019 q4,2020,0.7053436668221367,SADIF Research,0.936814487898866,Not a person,Sadif Analytics Prime,"('CTAS', '2019 q4')",0.9418050646781921
33163,J,2019 q4,2020,0.8720975512162352,SADIF Research,0.9495118705047068,Not a person,Sadif Analytics Prime,"('J', '2019 q4')",0.9315734505653381
33164,LDOS,2019 q4,2020,0.7442519658188373,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LDOS', '2019 q4')",0.9780646562576294
33165,RSG,2019 q4,2020,0.8645215488905411,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('RSG', '2019 q4')",0.9687923192977905
33166,VRSK,2019 q4,2020,0.7696974979329607,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VRSK', '2019 q4')",0.9780878822008768
33167,CTAS,2019 q4,2020,0.7053436668221367,"Matthew J. Young, CFA, CFA",0.9478780244073524,male,"Morningstar, Inc.","('CTAS', '2019 q4')",0.0
33168,RSG,2019 q4,2020,0.8645215488905411,"Matthew J. Young, CFA, CFA",0.7751151633196635,male,"Morningstar, Inc.","('RSG', '2019 q4')",0.0
33169,WM,2019 q4,2020,0.7114393750004402,"Matthew J. Young, CFA, CFA",0.6801548387071575,male,"Morningstar, Inc.","('WM', '2019 q4')",0.0
33170,CTAS,2019 q4,2020,0.7053436668221367,Kevin D. McVeigh,0.4349393317520684,male,Credit Suisse,"('CTAS', '2019 q4')",0.019547196105122566
33171,EFX,2019 q4,2020,0.6845768003110226,Kevin D. McVeigh,0.4337279061557085,male,Credit Suisse,"('EFX', '2019 q4')",0.0
33172,INFO,2019 q4,2020,0.7149386725644871,Kevin D. McVeigh,0.7945980711993557,male,Credit Suisse,"('INFO', '2019 q4')",0.0
33173,NLSN,2019 q4,2020,0.7868858215168986,Kevin D. McVeigh,0.6906439793009089,male,Credit Suisse,"('NLSN', '2019 q4')",0.0
33174,RHI,2019 q4,2020,0.5227221617412916,Kevin D. McVeigh,0.376966799377542,male,Credit Suisse,"('RHI', '2019 q4')",0.0
33175,VRSK,2019 q4,2020,0.7696974979329607,Kevin D. McVeigh,0.531880445063482,male,Credit Suisse,"('VRSK', '2019 q4')",0.0
33176,CTAS,2019 q4,2020,0.7053436668221367,"Elliott L. Schlang, CFA",0.3514794117677867,male,Great Lakes/Wellington Shields,"('CTAS', '2019 q4')",0.0
33177,CTAS,2019 q4,2020,0.7053436668221367,"Mr. Gary E. Bisbee, CFA",0.3186470936713483,male,BofA Global Research,"('CTAS', '2019 q4')",0.030547846108675003
33178,EFX,2019 q4,2020,0.6845768003110226,"Mr. Gary E. Bisbee, CFA",0.2712945405542313,male,BofA Global Research,"('EFX', '2019 q4')",0.003377883695065975
33179,RHI,2019 q4,2020,0.5227221617412916,"Mr. Gary E. Bisbee, CFA",0.2814501089381027,male,BofA Global Research,"('RHI', '2019 q4')",0.0
33180,VRSK,2019 q4,2020,0.7696974979329607,"Mr. Gary E. Bisbee, CFA",0.4485011402656902,male,BofA Global Research,"('VRSK', '2019 q4')",0.0
33181,CTAS,2019 q4,2020,0.7053436668221367,Ms. Toni M. Kaplan,0.4171204760747948,female,Morgan Stanley,"('CTAS', '2019 q4')",0.04481528699398041
33182,EFX,2019 q4,2020,0.6845768003110226,Ms. Toni M. Kaplan,0.3294772243332238,female,Morgan Stanley,"('EFX', '2019 q4')",0.0
33183,INFO,2019 q4,2020,0.7149386725644871,Ms. Toni M. Kaplan,0.3828886291895126,female,Morgan Stanley,"('INFO', '2019 q4')",0.01250661350786686
33184,NLSN,2019 q4,2020,0.7868858215168986,Ms. Toni M. Kaplan,0.598139701361792,female,Morgan Stanley,"('NLSN', '2019 q4')",0.0
33185,VRSK,2019 q4,2020,0.7696974979329607,Ms. Toni M. Kaplan,0.4411923395041348,female,Morgan Stanley,"('VRSK', '2019 q4')",0.0
33186,EFX,2019 q4,2020,0.6845768003110226,"Brett R. Huff, CFA",0.3700489958235547,male,Stephens Inc.,"('EFX', '2019 q4')",0.0
33187,EFX,2019 q4,2020,0.6845768003110226,"Mr. William A. Warmington, Jr",0.2930880618467096,male,"Wells Fargo Securities, LLC","('EFX', '2019 q4')",0.0
33188,INFO,2019 q4,2020,0.7149386725644871,"Mr. William A. Warmington, Jr",0.3925745601929566,male,"Wells Fargo Securities, LLC","('INFO', '2019 q4')",0.0
33189,NLSN,2019 q4,2020,0.7868858215168986,"Mr. William A. Warmington, Jr",0.5192385647463263,male,"Wells Fargo Securities, LLC","('NLSN', '2019 q4')",0.0
33190,VRSK,2019 q4,2020,0.7696974979329607,"Mr. William A. Warmington, Jr",0.5570512391025124,male,"Wells Fargo Securities, LLC","('VRSK', '2019 q4')",0.0
33191,EFX,2019 q4,2020,0.6845768003110226,"Mr. David M. Togut, CFA",0.3176301221248861,male,EVERCORE ISI,"('EFX', '2019 q4')",0.0
33192,VRSK,2019 q4,2020,0.7696974979329607,"Mr. David M. Togut, CFA",0.8199616059203987,male,EVERCORE ISI,"('VRSK', '2019 q4')",0.0
33193,EFX,2019 q4,2020,0.6845768003110226,"Mr. Hamzah Mazari, CPA",0.4622883962026083,male,Jefferies,"('EFX', '2019 q4')",0.0
33194,EFX,2019 q4,2020,0.6845768003110226,Mr. Georgios Mihalos,0.6387798730870236,male,Cowen and Company,"('EFX', '2019 q4')",0.0
33195,EFX,2019 q4,2020,0.6845768003110226,Colin Scarola,0.7889134373601747,male,CFRA Equity Research,"('EFX', '2019 q4')",0.0
33196,INFO,2019 q4,2020,0.7149386725644871,Colin Scarola,0.8315987589252315,male,CFRA Equity Research,"('INFO', '2019 q4')",0.0
33197,NLSN,2019 q4,2020,0.7868858215168986,Colin Scarola,0.9402683422329668,male,CFRA Equity Research,"('NLSN', '2019 q4')",0.0
33198,RHI,2019 q4,2020,0.5227221617412916,Colin Scarola,0.6015843052354638,male,CFRA Equity Research,"('RHI', '2019 q4')",0.0
33199,VRSK,2019 q4,2020,0.7696974979329607,Colin Scarola,0.902560990880229,male,CFRA Equity Research,"('VRSK', '2019 q4')",0.0
33200,EFX,2019 q4,2020,0.6845768003110226,Mr. Brett Horn,0.9006684188987221,male,"Morningstar, Inc.","('EFX', '2019 q4')",0.0
33201,EFX,2019 q4,2020,0.6845768003110226,Mr. Ashish Sabadra,0.8137237997426108,male,Deutsche Bank,"('EFX', '2019 q4')",0.0
33202,INFO,2019 q4,2020,0.7149386725644871,Mr. Ashish Sabadra,0.8890910824664486,male,Deutsche Bank,"('INFO', '2019 q4')",0.0
33203,NLSN,2019 q4,2020,0.7868858215168986,Mr. Ashish Sabadra,0.928138861975715,male,Deutsche Bank,"('NLSN', '2019 q4')",0.0
33204,INFO,2019 q4,2020,0.7149386725644871,"Andrew W. Jeffrey, CFA",0.3093808284368219,male,SunTrust Robinson Humphrey Capital Markets,"('INFO', '2019 q4')",0.0
33205,INFO,2019 q4,2020,0.7149386725644871,"Mr. Joseph A. Vafi, CFA, CFA",0.4346681638414132,male,Canaccord Genuity,"('INFO', '2019 q4')",0.0
33206,INFO,2019 q4,2020,0.7149386725644871,Zain Akbari,0.873571156165104,male,"Morningstar, Inc.","('INFO', '2019 q4')",0.0
33207,INFO,2019 q4,2020,0.7149386725644871,Mr. Seth Weber,0.3449271120704896,male,RBC Capital Markets,"('INFO', '2019 q4')",0.0
33208,RHI,2019 q4,2020,0.5227221617412916,Mr. Seth Weber,0.2331222096447356,male,RBC Capital Markets,"('RHI', '2019 q4')",0.0
33209,ROL,2019 q4,2020,0.836768648809076,Mr. Seth Weber,0.836768648809076,male,RBC Capital Markets,"('ROL', '2019 q4')",0.0
33210,J,2019 q4,2020,0.8720975512162352,Krzysztof Smalec,0.8363780827152117,male,"Morningstar, Inc.","('J', '2019 q4')",0.0
33211,J,2019 q4,2020,0.8720975512162352,Michael Feniger,0.6878496597620832,male,BofA Global Research,"('J', '2019 q4')",0.03333333507180214
33212,J,2019 q4,2020,0.8720975512162352,Ms. Jamie Cook,0.7981556788623497,female,Credit Suisse,"('J', '2019 q4')",0.0
33213,J,2019 q4,2020,0.8720975512162352,Elizabeth Vermillion,0.8763403518840165,female,CFRA Equity Research,"('J', '2019 q4')",0.0
33214,ROL,2019 q4,2020,0.836768648809076,Elizabeth Vermillion,0.836768648809076,female,CFRA Equity Research,"('ROL', '2019 q4')",0.0
33215,RSG,2019 q4,2020,0.8645215488905411,Elizabeth Vermillion,0.7931116707529413,female,CFRA Equity Research,"('RSG', '2019 q4')",0.0
33216,WM,2019 q4,2020,0.7114393750004402,Elizabeth Vermillion,0.7626128348319245,female,CFRA Equity Research,"('WM', '2019 q4')",0.0
33217,LDOS,2019 q4,2020,0.7442519658188373,Sheila Kahyaoglu,0.7283117485104009,female,Jefferies,"('LDOS', '2019 q4')",0.0
33218,LDOS,2019 q4,2020,0.7442519658188373,David Holt,0.7802819454121933,male,CFRA Equity Research,"('LDOS', '2019 q4')",0.004135235833624999
33219,LDOS,2019 q4,2020,0.7442519658188373,"Mr. Cai Von Rumohr, CFA",0.432524201419786,male,Cowen and Company,"('LDOS', '2019 q4')",0.0
33220,LDOS,2019 q4,2020,0.7442519658188373,Mr. Robert M. Spingarn,0.5386349201523556,male,Credit Suisse,"('LDOS', '2019 q4')",0.0
33221,LDOS,2019 q4,2020,0.7442519658188373,"Edward S. Caso, Jr",0.4807028453622408,male,"Wells Fargo Securities, LLC","('LDOS', '2019 q4')",0.0
33222,LDOS,2019 q4,2020,0.7442519658188373,Mr. Tobey O. Sommer,0.5468844678919231,male,SunTrust Robinson Humphrey Capital Markets,"('LDOS', '2019 q4')",0.01453280821442604
33223,RHI,2019 q4,2020,0.5227221617412916,Mr. Tobey O. Sommer,0.3975461180677962,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2019 q4')",0.0
33224,RHI,2019 q4,2020,0.5227221617412916,Joshua Aguilar,0.736502415042842,male,"Morningstar, Inc.","('RHI', '2019 q4')",0.0
33225,RSG,2019 q4,2020,0.8645215488905411,Mr. Luis J. Amadeo,0.8576844372586654,male,"Oppenheimer & Co., Inc.","('RSG', '2019 q4')",0.0
33226,WM,2019 q4,2020,0.7114393750004402,Mr. Luis J. Amadeo,0.6595900144803268,male,"Oppenheimer & Co., Inc.","('WM', '2019 q4')",0.0
33227,RSG,2019 q4,2020,0.8645215488905411,Derek Spronck,0.6724900174025339,male,RBC Capital Markets,"('RSG', '2019 q4')",0.0
33228,WM,2019 q4,2020,0.7114393750004402,Derek Spronck,0.555344722237091,male,RBC Capital Markets,"('WM', '2019 q4')",0.014622188173234463
33229,CPRT,2020 q1,2020,0.4258282807914262,Ms. Stephanie Benjamin,0.1862374365187353,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2020 q1')",0.02518853172659874
33230,CPRT,2020 q1,2020,0.4258282807914262,Mr. Ali-Ahmad Faghri,0.4118167079887965,male,Guggenheim Securities LLC,"('CPRT', '2020 q1')",0.009973134845495224
33231,CPRT,2020 q1,2020,0.4258282807914262,Garrett Nelson,0.680357112998741,male,CFRA Equity Research,"('CPRT', '2020 q1')",0.0
33232,CPRT,2020 q1,2020,0.4258282807914262,Mr. John Healy,0.2590276355168354,male,Northcoast Research,"('CPRT', '2020 q1')",0.06492476165294647
33233,CTAS,2020 q1,2020,0.7509804820296841,Mr. John Healy,0.4723961491111424,male,Northcoast Research,"('CTAS', '2020 q1')",0.03164230566471815
33234,RHI,2020 q1,2020,0.4599978268722753,Mr. John Healy,0.1697464108159825,male,Northcoast Research,"('RHI', '2020 q1')",0.03142976015806198
33235,CPRT,2020 q1,2020,0.4258282807914262,"Mr. Bret D. Jordan, CFA, CFA",0.2275409385377824,male,Jefferies,"('CPRT', '2020 q1')",0.01839345134794712
33236,CPRT,2020 q1,2020,0.4258282807914262,"Chris Bottiglieri, CPA",0.2797077371949417,male,Wolfe Research,"('CPRT', '2020 q1')",0.013429585844278336
33237,CTAS,2020 q1,2020,0.7509804820296841,"Matthew J. Young, CFA, CFA",0.891533968452399,male,"Morningstar, Inc.","('CTAS', '2020 q1')",0.0
33238,RSG,2020 q1,2020,0.6781064513720008,"Matthew J. Young, CFA, CFA",0.7481758552569466,male,"Morningstar, Inc.","('RSG', '2020 q1')",0.0
33239,WM,2020 q1,2020,0.6841781239078537,"Matthew J. Young, CFA, CFA",0.6448491483537008,male,"Morningstar, Inc.","('WM', '2020 q1')",0.0
33240,CTAS,2020 q1,2020,0.7509804820296841,Matthew Miller,0.8114799252591203,male,CFRA Equity Research,"('CTAS', '2020 q1')",0.017908740788698196
33241,CTAS,2020 q1,2020,0.7509804820296841,Manav S. Patnaik,0.6949397735158676,male,Barclays,"('CTAS', '2020 q1')",0.0
33242,INFO,2020 q1,2020,0.6817592927443971,Manav S. Patnaik,0.6186788850368723,male,Barclays,"('INFO', '2020 q1')",0.0
33243,CTAS,2020 q1,2020,0.7509804820296841,Kevin D. McVeigh,0.546279314130852,male,Credit Suisse,"('CTAS', '2020 q1')",0.017924293875694275
33244,EFX,2020 q1,2020,0.7290229057665853,Kevin D. McVeigh,0.5111887542625383,male,Credit Suisse,"('EFX', '2020 q1')",0.0
33245,INFO,2020 q1,2020,0.6817592927443971,Kevin D. McVeigh,0.4732706434995375,male,Credit Suisse,"('INFO', '2020 q1')",0.0
33246,NLSN,2020 q1,2020,0.7845178598333664,Kevin D. McVeigh,0.6848202652066323,male,Credit Suisse,"('NLSN', '2020 q1')",0.0
33247,RHI,2020 q1,2020,0.4599978268722753,Kevin D. McVeigh,0.3979476995112297,male,Credit Suisse,"('RHI', '2020 q1')",0.0
33248,VRSK,2020 q1,2020,0.7764398002879864,Kevin D. McVeigh,0.5784521727060005,male,Credit Suisse,"('VRSK', '2020 q1')",0.0
33249,CTAS,2020 q1,2020,0.7509804820296841,Ms. Toni M. Kaplan,0.5900569514922244,female,Morgan Stanley,"('CTAS', '2020 q1')",0.031243376433849335
33250,EFX,2020 q1,2020,0.7290229057665853,Ms. Toni M. Kaplan,0.3228637447141274,female,Morgan Stanley,"('EFX', '2020 q1')",0.0
33251,INFO,2020 q1,2020,0.6817592927443971,Ms. Toni M. Kaplan,0.5993085757976028,female,Morgan Stanley,"('INFO', '2020 q1')",0.0
33252,NLSN,2020 q1,2020,0.7845178598333664,Ms. Toni M. Kaplan,0.7273237728124811,female,Morgan Stanley,"('NLSN', '2020 q1')",0.0
33253,VRSK,2020 q1,2020,0.7764398002879864,Ms. Toni M. Kaplan,0.5050238166614469,female,Morgan Stanley,"('VRSK', '2020 q1')",0.0
33254,EFX,2020 q1,2020,0.7290229057665853,"Mr. Gary E. Bisbee, CFA",0.2995112737014348,male,BofA Global Research,"('EFX', '2020 q1')",0.005380168091505766
33255,INFO,2020 q1,2020,0.6817592927443971,"Mr. Gary E. Bisbee, CFA",0.2830090248975922,male,BofA Global Research,"('INFO', '2020 q1')",0.0162458885461092
33256,RHI,2020 q1,2020,0.4599978268722753,"Mr. Gary E. Bisbee, CFA",0.2971506010876677,male,BofA Global Research,"('RHI', '2020 q1')",0.0
33257,VRSK,2020 q1,2020,0.7764398002879864,"Mr. Gary E. Bisbee, CFA",0.4318325128816884,male,BofA Global Research,"('VRSK', '2020 q1')",0.0
33258,EFX,2020 q1,2020,0.7290229057665853,Mr. Ashish Sabadra,0.7944741336970842,male,Deutsche Bank,"('EFX', '2020 q1')",0.0
33259,INFO,2020 q1,2020,0.6817592927443971,Mr. Ashish Sabadra,0.8745386899875606,male,Deutsche Bank,"('INFO', '2020 q1')",0.0
33260,VRSK,2020 q1,2020,0.7764398002879864,Mr. Ashish Sabadra,0.8530027215461241,male,Deutsche Bank,"('VRSK', '2020 q1')",0.0
33261,EFX,2020 q1,2020,0.7290229057665853,"Mr. David M. Togut, CFA",0.3113449283854766,male,EVERCORE ISI,"('EFX', '2020 q1')",0.0
33262,EFX,2020 q1,2020,0.7290229057665853,Mr. Georgios Mihalos,0.5916500462435905,male,Cowen and Company,"('EFX', '2020 q1')",0.0
33263,EFX,2020 q1,2020,0.7290229057665853,"Mr. William A. Warmington, Jr",0.2917503155663365,male,"Wells Fargo Securities, LLC","('EFX', '2020 q1')",0.0
33264,INFO,2020 q1,2020,0.6817592927443971,"Mr. William A. Warmington, Jr",0.3927064643642567,male,"Wells Fargo Securities, LLC","('INFO', '2020 q1')",0.0
33265,VRSK,2020 q1,2020,0.7764398002879864,"Mr. William A. Warmington, Jr",0.4602323142164816,male,"Wells Fargo Securities, LLC","('VRSK', '2020 q1')",0.0
33266,EFX,2020 q1,2020,0.7290229057665853,"Andrew W. Jeffrey, CFA",0.352398098223232,male,SunTrust Robinson Humphrey Capital Markets,"('EFX', '2020 q1')",0.0
33267,INFO,2020 q1,2020,0.6817592927443971,"Andrew W. Jeffrey, CFA",0.2837700958797956,male,SunTrust Robinson Humphrey Capital Markets,"('INFO', '2020 q1')",0.0
33268,EFX,2020 q1,2020,0.7290229057665853,Mr. Brett Horn,0.7844032958666436,male,"Morningstar, Inc.","('EFX', '2020 q1')",0.0
33269,EFX,2020 q1,2020,0.7290229057665853,Colin Scarola,0.7738538276871509,male,CFRA Equity Research,"('EFX', '2020 q1')",0.0
33270,INFO,2020 q1,2020,0.6817592927443971,Colin Scarola,0.8995417245850746,male,CFRA Equity Research,"('INFO', '2020 q1')",0.0
33271,NLSN,2020 q1,2020,0.7845178598333664,Colin Scarola,0.901374570755323,male,CFRA Equity Research,"('NLSN', '2020 q1')",0.0
33272,RHI,2020 q1,2020,0.4599978268722753,Colin Scarola,0.5824768148506609,male,CFRA Equity Research,"('RHI', '2020 q1')",0.0
33273,VRSK,2020 q1,2020,0.7764398002879864,Colin Scarola,0.8845340210687868,male,CFRA Equity Research,"('VRSK', '2020 q1')",0.0
33274,EFX,2020 q1,2020,0.7290229057665853,Mr. George Gregory,0.4029134817226983,male,Exane BNP Paribas,"('EFX', '2020 q1')",0.0
33275,EFX,2020 q1,2020,0.7290229057665853,Mr. James C. West,0.9401650641904756,male,EVERCORE ISI,"('EFX', '2020 q1')",0.0
33276,EFX,2020 q1,2020,0.7290229057665853,SADIF Research,0.989250533264823,Not a person,Sadif Analytics Prime,"('EFX', '2020 q1')",0.9408730864524841
33277,J,2020 q1,2020,0.8965193128579514,SADIF Research,0.99335651446833,Not a person,Sadif Analytics Prime,"('J', '2020 q1')",0.9403278827667236
33278,VRSK,2020 q1,2020,0.7764398002879864,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('VRSK', '2020 q1')",0.9783821702003479
33279,INFO,2020 q1,2020,0.6817592927443971,Mr. Seth Weber,0.2626740870574153,male,RBC Capital Markets,"('INFO', '2020 q1')",0.011625191196799278
33280,RHI,2020 q1,2020,0.4599978268722753,Mr. Seth Weber,0.2243461537919944,male,RBC Capital Markets,"('RHI', '2020 q1')",0.0
33281,VRSK,2020 q1,2020,0.7764398002879864,Mr. Seth Weber,0.6323252597290432,male,RBC Capital Markets,"('VRSK', '2020 q1')",0.0
33282,INFO,2020 q1,2020,0.6817592927443971,Zain Akbari,0.8816642555881212,male,"Morningstar, Inc.","('INFO', '2020 q1')",0.008885037153959274
33283,INFO,2020 q1,2020,0.6817592927443971,"Mr. Joseph A. Vafi, CFA, CFA",0.2418865688306723,male,Canaccord Genuity,"('INFO', '2020 q1')",0.0
33284,J,2020 q1,2020,0.8965193128579514,Chad Dillard,0.9155229033973844,male,Deutsche Bank,"('J', '2020 q1')",0.0
33285,J,2020 q1,2020,0.8965193128579514,Ms. Jamie Cook,0.7137831803858912,female,Credit Suisse,"('J', '2020 q1')",0.0
33286,J,2020 q1,2020,0.8965193128579514,Elizabeth Vermillion,0.9171234693084604,female,CFRA Equity Research,"('J', '2020 q1')",0.0
33287,ROL,2020 q1,2020,0.0,Elizabeth Vermillion,,female,CFRA Equity Research,"('ROL', '2020 q1')",0.0
33288,RSG,2020 q1,2020,0.6781064513720008,Elizabeth Vermillion,0.7789907471074825,female,CFRA Equity Research,"('RSG', '2020 q1')",0.0
33289,WM,2020 q1,2020,0.6841781239078537,Elizabeth Vermillion,0.8043277481332993,female,CFRA Equity Research,"('WM', '2020 q1')",0.0
33290,J,2020 q1,2020,0.8965193128579514,Mr. Josh W. Sullivan,0.6972029093322339,male,The Benchmark Company LLC,"('J', '2020 q1')",0.011759691250820953
33291,J,2020 q1,2020,0.8965193128579514,Krzysztof Smalec,0.8564281950872825,male,"Morningstar, Inc.","('J', '2020 q1')",0.0
33292,LDOS,2020 q1,2020,0.6238574623019518,Mr. Matthew H. Sharpe,0.5542043729914068,male,Morgan Stanley,"('LDOS', '2020 q1')",0.0
33293,LDOS,2020 q1,2020,0.6238574623019518,Sheila Kahyaoglu,0.263710894940563,female,Jefferies,"('LDOS', '2020 q1')",0.0
33294,LDOS,2020 q1,2020,0.6238574623019518,David Holt,0.7403267405280054,male,CFRA Equity Research,"('LDOS', '2020 q1')",0.011533743391434351
33295,LDOS,2020 q1,2020,0.6238574623019518,"Edward S. Caso, Jr",0.4506642858301799,male,"Wells Fargo Securities, LLC","('LDOS', '2020 q1')",0.0
33296,LDOS,2020 q1,2020,0.6238574623019518,Mr. Tobey O. Sommer,0.306587158044985,male,SunTrust Robinson Humphrey Capital Markets,"('LDOS', '2020 q1')",0.00745385279878974
33297,RHI,2020 q1,2020,0.4599978268722753,Mr. Tobey O. Sommer,0.1829009968760664,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2020 q1')",0.0
33298,LDOS,2020 q1,2020,0.6238574623019518,Ms. Mariana Perez Mora,0.4095581885832022,female,BofA Global Research,"('LDOS', '2020 q1')",0.0
33299,LDOS,2020 q1,2020,0.6238574623019518,Mr. David Strauss,0.6536365371267898,male,Barclays,"('LDOS', '2020 q1')",0.0
33300,LDOS,2020 q1,2020,0.6238574623019518,Mr. Robert M. Spingarn,0.621288966796199,male,Credit Suisse,"('LDOS', '2020 q1')",0.0
33301,NLSN,2020 q1,2020,0.7845178598333664,"Surinder Thind, CFA",0.6575661077921866,male,Jefferies,"('NLSN', '2020 q1')",0.0
33302,RHI,2020 q1,2020,0.4599978268722753,Joshua Aguilar,0.6463367642588939,male,"Morningstar, Inc.","('RHI', '2020 q1')",0.022222223381201427
33303,RSG,2020 q1,2020,0.6781064513720008,Brian Bernard,0.5473990564979534,male,"Morningstar, Inc.","('RSG', '2020 q1')",0.0
33304,WM,2020 q1,2020,0.6841781239078537,Brian Bernard,0.4674884136874807,male,"Morningstar, Inc.","('WM', '2020 q1')",0.0
33305,RSG,2020 q1,2020,0.6781064513720008,Michael Feniger,0.3929463763665904,male,BofA Global Research,"('RSG', '2020 q1')",0.023580199417968593
33306,RSG,2020 q1,2020,0.6781064513720008,"Mr. Hamzah Mazari, CPA",0.5616146390007155,male,Jefferies,"('RSG', '2020 q1')",0.0
33307,RSG,2020 q1,2020,0.6781064513720008,"Mr. Kevin Chiang, CFA",0.566073877602363,male,CIBC Capital Markets,"('RSG', '2020 q1')",0.0
33308,RSG,2020 q1,2020,0.6781064513720008,"Walter N. Spracklin, CFA",0.3817167900647976,male,RBC Capital Markets,"('RSG', '2020 q1')",0.0
33309,WM,2020 q1,2020,0.6841781239078537,"Walter N. Spracklin, CFA",0.5294025668786934,male,RBC Capital Markets,"('WM', '2020 q1')",0.0
33310,WM,2020 q1,2020,0.6841781239078537,"Mark Neville, CFA",0.5971599455802267,male,Scotiabank GBM,"('WM', '2020 q1')",0.0
33311,CPRT,2020 q2,2020,0.5567976649917163,Garrett Nelson,0.6615004728146622,male,CFRA Equity Research,"('CPRT', '2020 q2')",0.0
33312,CPRT,2020 q2,2020,0.5567976649917163,"Mr. Bret D. Jordan, CFA, CFA",0.2610970279117346,male,Jefferies,"('CPRT', '2020 q2')",0.01269453763961792
33313,CPRT,2020 q2,2020,0.5567976649917163,Mr. John Healy,0.3387547403644422,male,Northcoast Research,"('CPRT', '2020 q2')",0.019189294427633286
33314,CTAS,2020 q2,2020,0.6232607550026332,Mr. John Healy,0.5485506848821616,male,Northcoast Research,"('CTAS', '2020 q2')",0.0
33315,RHI,2020 q2,2020,0.4625160304953868,Mr. John Healy,0.2462191290720068,male,Northcoast Research,"('RHI', '2020 q2')",0.0
33316,CPRT,2020 q2,2020,0.5567976649917163,Gary Prestopino,0.7967318919533236,male,Barrington Research Associates,"('CPRT', '2020 q2')",0.0
33317,CPRT,2020 q2,2020,0.5567976649917163,Ms. Stephanie Benjamin,0.2648447590253318,female,SunTrust Robinson Humphrey Capital Markets,"('CPRT', '2020 q2')",0.01342354342341423
33318,CPRT,2020 q2,2020,0.5567976649917163,Mr. Ali-Ahmad Faghri,0.4505841490036986,male,Guggenheim Securities LLC,"('CPRT', '2020 q2')",0.01736113615334034
33319,CTAS,2020 q2,2020,0.6232607550026332,Ms. Toni M. Kaplan,0.4911234474719723,female,Morgan Stanley,"('CTAS', '2020 q2')",0.040613994002342224
33320,EFX,2020 q2,2020,0.6946016917530071,Ms. Toni M. Kaplan,0.3588673990498051,female,Morgan Stanley,"('EFX', '2020 q2')",0.0
33321,NLSN,2020 q2,2020,0.8207025235005234,Ms. Toni M. Kaplan,0.6084027338766951,female,Morgan Stanley,"('NLSN', '2020 q2')",0.0
33322,VRSK,2020 q2,2020,0.7239301168002286,Ms. Toni M. Kaplan,0.5564991960517979,female,Morgan Stanley,"('VRSK', '2020 q2')",0.0
33323,CTAS,2020 q2,2020,0.6232607550026332,Kevin D. McVeigh,0.4110692321408402,male,Credit Suisse,"('CTAS', '2020 q2')",0.0
33324,EFX,2020 q2,2020,0.6946016917530071,Kevin D. McVeigh,0.5777460850473765,male,Credit Suisse,"('EFX', '2020 q2')",0.0
33325,NLSN,2020 q2,2020,0.8207025235005234,Kevin D. McVeigh,0.8127680289291332,male,Credit Suisse,"('NLSN', '2020 q2')",0.02774418331682682
33326,CTAS,2020 q2,2020,0.6232607550026332,Mr. Tim Mulrooney,0.3181650522773286,male,William Blair & Company,"('CTAS', '2020 q2')",0.038515496999025345
33327,RHI,2020 q2,2020,0.4625160304953868,Mr. Tim Mulrooney,0.1992057579231016,male,William Blair & Company,"('RHI', '2020 q2')",0.0
33328,ROL,2020 q2,2020,0.7282792176372972,Mr. Tim Mulrooney,0.5989425981311786,male,William Blair & Company,"('ROL', '2020 q2')",0.0
33329,CTAS,2020 q2,2020,0.6232607550026332,"Mr. Gary E. Bisbee, CFA",0.2483387436296172,male,BofA Global Research,"('CTAS', '2020 q2')",0.039746202528476715
33330,EFX,2020 q2,2020,0.6946016917530071,"Mr. Gary E. Bisbee, CFA",0.3700333682520956,male,BofA Global Research,"('EFX', '2020 q2')",0.02611389569938183
33331,RHI,2020 q2,2020,0.4625160304953868,"Mr. Gary E. Bisbee, CFA",0.3417819109607565,male,BofA Global Research,"('RHI', '2020 q2')",0.0
33332,VRSK,2020 q2,2020,0.7239301168002286,"Mr. Gary E. Bisbee, CFA",0.5015896483252087,male,BofA Global Research,"('VRSK', '2020 q2')",0.008829038590192795
33333,CTAS,2020 q2,2020,0.6232607550026332,Brian Bernard,0.8159289471023384,male,"Morningstar, Inc.","('CTAS', '2020 q2')",0.0
33334,RSG,2020 q2,2020,0.689924809824849,Brian Bernard,0.917844321269568,male,"Morningstar, Inc.","('RSG', '2020 q2')",0.0
33335,WM,2020 q2,2020,0.8955301413196723,Brian Bernard,0.8125161062695178,male,"Morningstar, Inc.","('WM', '2020 q2')",0.0
33336,CTAS,2020 q2,2020,0.6232607550026332,Mr. Scott Schneeberger,0.4951505051147823,male,"Oppenheimer & Co., Inc.","('CTAS', '2020 q2')",0.08098867535591125
33337,CTAS,2020 q2,2020,0.6232607550026332,Matthew Miller,0.7253889296063436,male,CFRA Equity Research,"('CTAS', '2020 q2')",0.01705092377960682
33338,CTAS,2020 q2,2020,0.6232607550026332,Mr. Seth Weber,0.3396538170397036,male,RBC Capital Markets,"('CTAS', '2020 q2')",0.02540847472846508
33339,INFO,2020 q2,2020,0.8592368126832659,Mr. Seth Weber,0.8592368126832659,male,RBC Capital Markets,"('INFO', '2020 q2')",0.0
33340,ROL,2020 q2,2020,0.7282792176372972,Mr. Seth Weber,0.6972214703449607,male,RBC Capital Markets,"('ROL', '2020 q2')",0.0
33341,EFX,2020 q2,2020,0.6946016917530071,Mr. George Gregory,0.5708570874880007,male,Exane BNP Paribas,"('EFX', '2020 q2')",0.0
33342,EFX,2020 q2,2020,0.6946016917530071,Mr. Brett Horn,0.6332104234429986,male,"Morningstar, Inc.","('EFX', '2020 q2')",0.0
33343,EFX,2020 q2,2020,0.6946016917530071,Manav S. Patnaik,0.3964182317955843,male,Barclays,"('EFX', '2020 q2')",0.0
33344,EFX,2020 q2,2020,0.6946016917530071,Colin Scarola,0.7349891035728933,male,CFRA Equity Research,"('EFX', '2020 q2')",0.0
33345,NLSN,2020 q2,2020,0.8207025235005234,Colin Scarola,0.9321026384579788,male,CFRA Equity Research,"('NLSN', '2020 q2')",0.0
33346,RHI,2020 q2,2020,0.4625160304953868,Colin Scarola,0.5175783382116657,male,CFRA Equity Research,"('RHI', '2020 q2')",0.0
33347,VRSK,2020 q2,2020,0.7239301168002286,Colin Scarola,0.9178949528665292,male,CFRA Equity Research,"('VRSK', '2020 q2')",0.0
33348,EFX,2020 q2,2020,0.6946016917530071,"Mr. William A. Warmington, Jr",0.4173966731776489,male,"Wells Fargo Securities, LLC","('EFX', '2020 q2')",0.0
33349,NLSN,2020 q2,2020,0.8207025235005234,"Mr. William A. Warmington, Jr",0.54050190149519,male,"Wells Fargo Securities, LLC","('NLSN', '2020 q2')",0.0
33350,VRSK,2020 q2,2020,0.7239301168002286,"Mr. William A. Warmington, Jr",0.5283524475821343,male,"Wells Fargo Securities, LLC","('VRSK', '2020 q2')",0.0
33351,EFX,2020 q2,2020,0.6946016917530071,Mr. Ashish Sabadra,0.8403740894638729,male,Deutsche Bank,"('EFX', '2020 q2')",0.0
33352,EFX,2020 q2,2020,0.6946016917530071,Mr. Rajiv Bhatia,0.6049227515995178,male,"Morningstar, Inc.","('EFX', '2020 q2')",0.008333333767950535
33353,EFX,2020 q2,2020,0.6946016917530071,"Mr. David M. Togut, CFA",0.3841181959759006,male,EVERCORE ISI,"('EFX', '2020 q2')",0.0
33354,VRSK,2020 q2,2020,0.7239301168002286,"Mr. David M. Togut, CFA",0.76081594450877,male,EVERCORE ISI,"('VRSK', '2020 q2')",0.0
33355,EFX,2020 q2,2020,0.6946016917530071,Mr. Georgios Mihalos,0.6941094752571025,male,Cowen and Company,"('EFX', '2020 q2')",0.0
33356,EFX,2020 q2,2020,0.6946016917530071,"Andrew W. Jeffrey, CFA",0.3225050722002472,male,SunTrust Robinson Humphrey Capital Markets,"('EFX', '2020 q2')",0.0
33357,INFO,2020 q2,2020,0.8592368126832659,Zain Akbari,0.8592368126832659,male,"Morningstar, Inc.","('INFO', '2020 q2')",0.0
33358,J,2020 q2,2020,0.7727510865919028,Krzysztof Smalec,0.8266855193821837,male,"Morningstar, Inc.","('J', '2020 q2')",0.0
33359,J,2020 q2,2020,0.7727510865919028,Elizabeth Vermillion,0.8125060634695506,female,CFRA Equity Research,"('J', '2020 q2')",0.0
33360,ROL,2020 q2,2020,0.7282792176372972,Elizabeth Vermillion,0.8124422261849317,female,CFRA Equity Research,"('ROL', '2020 q2')",0.0
33361,RSG,2020 q2,2020,0.689924809824849,Elizabeth Vermillion,0.8222526712131824,female,CFRA Equity Research,"('RSG', '2020 q2')",0.0
33362,WM,2020 q2,2020,0.8955301413196723,Elizabeth Vermillion,0.8744398285986567,female,CFRA Equity Research,"('WM', '2020 q2')",0.0
33363,J,2020 q2,2020,0.7727510865919028,Mr. Josh W. Sullivan,0.6243941611871361,male,The Benchmark Company LLC,"('J', '2020 q2')",0.010713141411542892
33364,J,2020 q2,2020,0.7727510865919028,Ms. Jamie Cook,0.6782593624966798,female,Credit Suisse,"('J', '2020 q2')",0.0
33365,J,2020 q2,2020,0.7727510865919028,Michael Feniger,0.6147993315280209,male,BofA Global Research,"('J', '2020 q2')",0.03333333507180214
33366,LDOS,2020 q2,2020,0.7012686717779794,Ms. Mariana Perez Mora,0.4679694544158579,female,BofA Global Research,"('LDOS', '2020 q2')",0.0
33367,LDOS,2020 q2,2020,0.7012686717779794,David Holt,0.7422089327734508,male,CFRA Equity Research,"('LDOS', '2020 q2')",0.0
33368,LDOS,2020 q2,2020,0.7012686717779794,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LDOS', '2020 q2')",0.9787739515304565
33369,NLSN,2020 q2,2020,0.8207025235005234,SADIF Research,0.9823529128905532,Not a person,Sadif Analytics Prime,"('NLSN', '2020 q2')",0.9628807902336121
33370,WM,2020 q2,2020,0.8955301413196723,SADIF Research,0.9976418260241396,Not a person,Sadif Analytics Prime,"('WM', '2020 q2')",0.9514185786247253
33371,LDOS,2020 q2,2020,0.7012686717779794,Mr. Tobey O. Sommer,0.4284259585725073,male,SunTrust Robinson Humphrey Capital Markets,"('LDOS', '2020 q2')",0.012415256351232529
33372,RHI,2020 q2,2020,0.4625160304953868,Mr. Tobey O. Sommer,0.3738713595483486,male,SunTrust Robinson Humphrey Capital Markets,"('RHI', '2020 q2')",0.0
33373,LDOS,2020 q2,2020,0.7012686717779794,"Edward S. Caso, Jr",0.4984092902375392,male,"Wells Fargo Securities, LLC","('LDOS', '2020 q2')",0.0
33374,NLSN,2020 q2,2020,0.8207025235005234,"Surinder Thind, CFA",0.6765159498041793,male,Jefferies,"('NLSN', '2020 q2')",0.012161043472588062
33375,NLSN,2020 q2,2020,0.8207025235005234,"Avi Steiner, CFA",0.6009378835862342,male,JPMorgan Econ & FI,"('NLSN', '2020 q2')",0.0
33376,RHI,2020 q2,2020,0.4625160304953868,Joshua Aguilar,0.5692897902192756,male,"Morningstar, Inc.","('RHI', '2020 q2')",0.011111111690600714
33377,RSG,2020 q2,2020,0.689924809824849,"Mr. Kevin Chiang, CFA",0.3824550842060076,male,CIBC Capital Markets,"('RSG', '2020 q2')",0.0
33378,RSG,2020 q2,2020,0.689924809824849,"Mr. Hamzah Mazari, CPA",0.4781348487731359,male,Jefferies,"('RSG', '2020 q2')",0.0
33379,RSG,2020 q2,2020,0.689924809824849,"Walter N. Spracklin, CFA",0.4714455349962436,male,RBC Capital Markets,"('RSG', '2020 q2')",0.0
33380,WM,2020 q2,2020,0.8955301413196723,"Walter N. Spracklin, CFA",0.7964432184499426,male,RBC Capital Markets,"('WM', '2020 q2')",0.0
33381,APA,2018 q4,1010,0.4257337614069588,"Mr. John P. Herrlin, Jr",0.8586848993039948,male,Societe Generale,"('APA', '2018 q4')",0.019070908427238464
33382,COP,2018 q4,1010,0.7388344052542354,"Mr. John P. Herrlin, Jr",0.8932015030127916,male,Societe Generale,"('COP', '2018 q4')",0.0
33383,CVX,2018 q4,1010,0.5001993317915203,"Mr. John P. Herrlin, Jr",0.8414514254792503,male,Societe Generale,"('CVX', '2018 q4')",0.0
33384,DVN,2018 q4,1010,0.452572717419249,"Mr. John P. Herrlin, Jr",0.8629502705225492,male,Societe Generale,"('DVN', '2018 q4')",0.0
33385,EOG,2018 q4,1010,0.4565914709910882,"Mr. John P. Herrlin, Jr",0.8657278656296047,male,Societe Generale,"('EOG', '2018 q4')",0.0
33386,HES,2018 q4,1010,0.3925880622048753,"Mr. John P. Herrlin, Jr",0.7670286248762918,male,Societe Generale,"('HES', '2018 q4')",0.0
33387,MRO,2018 q4,1010,0.6293335754311279,"Mr. John P. Herrlin, Jr",0.8336946432629108,male,Societe Generale,"('MRO', '2018 q4')",0.0
33388,NBL,2018 q4,1010,0.3726724674853916,"Mr. John P. Herrlin, Jr",0.856558324367146,male,Societe Generale,"('NBL', '2018 q4')",0.0
33389,OXY,2018 q4,1010,0.4761453637324625,"Mr. John P. Herrlin, Jr",0.850094946091434,male,Societe Generale,"('OXY', '2018 q4')",0.0
33390,PXD,2018 q4,1010,0.4429818504746148,"Mr. John P. Herrlin, Jr",0.8146367888642688,male,Societe Generale,"('PXD', '2018 q4')",0.0
33391,XOM,2018 q4,1010,0.4860991091002108,"Mr. John P. Herrlin, Jr",0.80943829851647,male,Societe Generale,"('XOM', '2018 q4')",0.0
33392,APA,2018 q4,1010,0.4257337614069588,Mr. Stephen Richardson,0.0799920133026174,male,EVERCORE ISI,"('APA', '2018 q4')",0.0
33393,DVN,2018 q4,1010,0.452572717419249,Mr. Stephen Richardson,0.0790649915788925,male,EVERCORE ISI,"('DVN', '2018 q4')",0.01080299448221922
33394,EOG,2018 q4,1010,0.4565914709910882,Mr. Stephen Richardson,0.1770889921893486,male,EVERCORE ISI,"('EOG', '2018 q4')",0.0
33395,APA,2018 q4,1010,0.4257337614069588,"Mr. Michael J. McAllister, Jr",0.1186099301980666,male,MUFG Securities Americas Inc.,"('APA', '2018 q4')",0.0
33396,CXO,2018 q4,1010,0.3095605725810774,"Mr. Michael J. McAllister, Jr",0.0936580730553722,male,MUFG Securities Americas Inc.,"('CXO', '2018 q4')",0.0
33397,DVN,2018 q4,1010,0.452572717419249,"Mr. Michael J. McAllister, Jr",0.1076403765753406,male,MUFG Securities Americas Inc.,"('DVN', '2018 q4')",0.007976515218615532
33398,HES,2018 q4,1010,0.3925880622048753,"Mr. Michael J. McAllister, Jr",0.108413680559039,male,MUFG Securities Americas Inc.,"('HES', '2018 q4')",0.016072817146778107
33399,NBL,2018 q4,1010,0.3726724674853916,"Mr. Michael J. McAllister, Jr",0.1133299334451712,male,MUFG Securities Americas Inc.,"('NBL', '2018 q4')",0.0
33400,OXY,2018 q4,1010,0.4761453637324625,"Mr. Michael J. McAllister, Jr",0.1300867957075761,male,MUFG Securities Americas Inc.,"('OXY', '2018 q4')",0.034515224397182465
33401,PXD,2018 q4,1010,0.4429818504746148,"Mr. Michael J. McAllister, Jr",0.1630192866088499,male,MUFG Securities Americas Inc.,"('PXD', '2018 q4')",0.0
33402,APA,2018 q4,1010,0.4257337614069588,Mr. Gail N. Dodds,0.1894017996350425,male,Stephens Inc.,"('APA', '2018 q4')",0.0
33403,HES,2018 q4,1010,0.3925880622048753,Mr. Gail N. Dodds,0.1150733185502477,male,Stephens Inc.,"('HES', '2018 q4')",0.0
33404,APA,2018 q4,1010,0.4257337614069588,Stewart Glickman,0.3881467303904305,male,CFRA Equity Research,"('APA', '2018 q4')",0.0
33405,COG,2018 q4,1010,0.3103806113686832,Stewart Glickman,0.3756476116705622,male,CFRA Equity Research,"('COG', '2018 q4')",0.0
33406,COP,2018 q4,1010,0.7388344052542354,Stewart Glickman,0.5711863618093812,male,CFRA Equity Research,"('COP', '2018 q4')",0.0
33407,CVX,2018 q4,1010,0.5001993317915203,Stewart Glickman,0.5128066481855209,male,CFRA Equity Research,"('CVX', '2018 q4')",0.0
33408,CXO,2018 q4,1010,0.3095605725810774,Stewart Glickman,0.4543958859559762,male,CFRA Equity Research,"('CXO', '2018 q4')",0.0
33409,DVN,2018 q4,1010,0.452572717419249,Stewart Glickman,0.4414677045393804,male,CFRA Equity Research,"('DVN', '2018 q4')",0.0
33410,EOG,2018 q4,1010,0.4565914709910882,Stewart Glickman,0.4774598005375956,male,CFRA Equity Research,"('EOG', '2018 q4')",0.0
33411,FANG,2018 q4,1010,0.4727984981055723,Stewart Glickman,0.4288097644936341,male,CFRA Equity Research,"('FANG', '2018 q4')",0.0
33412,HES,2018 q4,1010,0.3925880622048753,Stewart Glickman,0.389064877642348,male,CFRA Equity Research,"('HES', '2018 q4')",0.0
33413,HFC,2018 q4,1010,0.678170276654332,Stewart Glickman,0.6060494870865802,male,CFRA Equity Research,"('HFC', '2018 q4')",0.0
33414,KMI,2018 q4,1010,0.645684475861025,Stewart Glickman,0.5327332888090357,male,CFRA Equity Research,"('KMI', '2018 q4')",0.0
33415,MPC,2018 q4,1010,0.536127902542928,Stewart Glickman,0.4249153387008844,male,CFRA Equity Research,"('MPC', '2018 q4')",0.0
33416,MRO,2018 q4,1010,0.6293335754311279,Stewart Glickman,0.484077408457077,male,CFRA Equity Research,"('MRO', '2018 q4')",0.0
33417,NBL,2018 q4,1010,0.3726724674853916,Stewart Glickman,0.3595441189566944,male,CFRA Equity Research,"('NBL', '2018 q4')",0.0
33418,OKE,2018 q4,1010,0.6821476407527739,Stewart Glickman,0.5547589304181277,male,CFRA Equity Research,"('OKE', '2018 q4')",0.0
33419,OXY,2018 q4,1010,0.4761453637324625,Stewart Glickman,0.4627887059094099,male,CFRA Equity Research,"('OXY', '2018 q4')",0.0
33420,PSX,2018 q4,1010,0.5488878328253592,Stewart Glickman,0.5291552029684352,male,CFRA Equity Research,"('PSX', '2018 q4')",0.0
33421,PXD,2018 q4,1010,0.4429818504746148,Stewart Glickman,0.4000097976813419,male,CFRA Equity Research,"('PXD', '2018 q4')",0.0
33422,VLO,2018 q4,1010,0.5193564669965677,Stewart Glickman,0.4229771578549944,male,CFRA Equity Research,"('VLO', '2018 q4')",0.0
33423,WMB,2018 q4,1010,0.7780873396314889,Stewart Glickman,0.6532121378131642,male,CFRA Equity Research,"('WMB', '2018 q4')",0.0
33424,XOM,2018 q4,1010,0.4860991091002108,Stewart Glickman,0.462355521710278,male,CFRA Equity Research,"('XOM', '2018 q4')",0.0
33425,APA,2018 q4,1010,0.4257337614069588,Mr. David A. Deckelbaum,0.1142381961892811,male,Cowen and Company,"('APA', '2018 q4')",0.0
33426,CXO,2018 q4,1010,0.3095605725810774,Mr. David A. Deckelbaum,0.0822829642694801,male,Cowen and Company,"('CXO', '2018 q4')",0.0
33427,DVN,2018 q4,1010,0.452572717419249,Mr. David A. Deckelbaum,0.0781734255951574,male,Cowen and Company,"('DVN', '2018 q4')",0.0
33428,FANG,2018 q4,1010,0.4727984981055723,Mr. David A. Deckelbaum,0.0720126325476778,male,Cowen and Company,"('FANG', '2018 q4')",0.0
33429,NBL,2018 q4,1010,0.3726724674853916,Mr. David A. Deckelbaum,0.0856343351441498,male,Cowen and Company,"('NBL', '2018 q4')",0.0
33430,OXY,2018 q4,1010,0.4761453637324625,Mr. David A. Deckelbaum,0.1207513386744669,male,Cowen and Company,"('OXY', '2018 q4')",0.0
33431,PXD,2018 q4,1010,0.4429818504746148,Mr. David A. Deckelbaum,0.1240984703411465,male,Cowen and Company,"('PXD', '2018 q4')",0.0
33432,APA,2018 q4,1010,0.4257337614069588,"Mark Lear, CFA",0.1255425558275177,male,Jefferies,"('APA', '2018 q4')",0.0
33433,CXO,2018 q4,1010,0.3095605725810774,"Mark Lear, CFA",0.0730065243009602,male,Jefferies,"('CXO', '2018 q4')",0.004209454481800397
33434,DVN,2018 q4,1010,0.452572717419249,"Mark Lear, CFA",0.1339214095156149,male,Jefferies,"('DVN', '2018 q4')",0.036896318197250366
33435,EOG,2018 q4,1010,0.4565914709910882,"Mark Lear, CFA",0.1339127862873595,male,Jefferies,"('EOG', '2018 q4')",0.028211944736540318
33436,FANG,2018 q4,1010,0.4727984981055723,"Mark Lear, CFA",0.3940141330896817,male,Jefferies,"('FANG', '2018 q4')",0.0
33437,NBL,2018 q4,1010,0.3726724674853916,"Mark Lear, CFA",0.2554507790503741,male,Jefferies,"('NBL', '2018 q4')",0.0
33438,APA,2018 q4,1010,0.4257337614069588,Mr. Leo P. Mariani,0.0797478954405667,male,NatAlliance,"('APA', '2018 q4')",0.0
33439,COG,2018 q4,1010,0.3103806113686832,Mr. Leo P. Mariani,0.1004809644609365,male,NatAlliance,"('COG', '2018 q4')",0.0
33440,EOG,2018 q4,1010,0.4565914709910882,Mr. Leo P. Mariani,0.0887784032902765,male,NatAlliance,"('EOG', '2018 q4')",0.0
33441,FANG,2018 q4,1010,0.4727984981055723,Mr. Leo P. Mariani,0.0650864922400431,male,NatAlliance,"('FANG', '2018 q4')",0.0
33442,PXD,2018 q4,1010,0.4429818504746148,Mr. Leo P. Mariani,0.119360685278328,male,NatAlliance,"('PXD', '2018 q4')",0.0
33443,APA,2018 q4,1010,0.4257337614069588,Scott M. Hanold,0.085940012644638,male,RBC Capital Markets,"('APA', '2018 q4')",0.011786121875047684
33444,CXO,2018 q4,1010,0.3095605725810774,Scott M. Hanold,0.1689687866323111,male,RBC Capital Markets,"('CXO', '2018 q4')",0.03138215094804764
33445,DVN,2018 q4,1010,0.452572717419249,Scott M. Hanold,0.0894942698153179,male,RBC Capital Markets,"('DVN', '2018 q4')",0.0
33446,APA,2018 q4,1010,0.4257337614069588,SADIF Research,0.944163463210644,Not a person,Sadif Analytics Prime,"('APA', '2018 q4')",0.9276755452156067
33447,COP,2018 q4,1010,0.7388344052542354,SADIF Research,0.9899573934434266,Not a person,Sadif Analytics Prime,"('COP', '2018 q4')",0.9656488299369812
33448,DVN,2018 q4,1010,0.452572717419249,SADIF Research,0.9352963201550528,Not a person,Sadif Analytics Prime,"('DVN', '2018 q4')",0.917915940284729
33449,FANG,2018 q4,1010,0.4727984981055723,SADIF Research,0.9767809033133854,Not a person,Sadif Analytics Prime,"('FANG', '2018 q4')",0.9612845778465271
33450,HAL,2018 q4,1010,0.5859811688033607,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HAL', '2018 q4')",0.9740920066833496
33451,HP,2018 q4,1010,0.5315690181780103,SADIF Research,0.9662195701683534,Not a person,Sadif Analytics Prime,"('HP', '2018 q4')",0.9063337445259094
33452,MPC,2018 q4,1010,0.536127902542928,SADIF Research,0.9661042302062685,Not a person,Sadif Analytics Prime,"('MPC', '2018 q4')",0.9495760798454285
33453,MRO,2018 q4,1010,0.6293335754311279,SADIF Research,0.9277175802131404,Not a person,Sadif Analytics Prime,"('MRO', '2018 q4')",0.9038139581680298
33454,OKE,2018 q4,1010,0.6821476407527739,SADIF Research,0.9737304600590224,Not a person,Sadif Analytics Prime,"('OKE', '2018 q4')",0.9469485878944397
33455,SLB,2018 q4,1010,0.5871564536654137,SADIF Research,0.9986559180968542,Not a person,Sadif Analytics Prime,"('SLB', '2018 q4')",0.9699049592018127
33456,VLO,2018 q4,1010,0.5193564669965677,SADIF Research,0.9313816820814124,Not a person,Sadif Analytics Prime,"('VLO', '2018 q4')",0.9184367060661316
33457,WMB,2018 q4,1010,0.7780873396314889,SADIF Research,0.9996773926500904,Not a person,Sadif Analytics Prime,"('WMB', '2018 q4')",0.9393252730369568
33458,APA,2018 q4,1010,0.4257337614069588,Mr. Doug G. Leggate,0.2879725203518934,male,BofA Global Research,"('APA', '2018 q4')",0.0
33459,COG,2018 q4,1010,0.3103806113686832,Mr. Doug G. Leggate,0.2643793127604743,male,BofA Global Research,"('COG', '2018 q4')",0.0050333840772509575
33460,COP,2018 q4,1010,0.7388344052542354,Mr. Doug G. Leggate,0.2893199883751804,male,BofA Global Research,"('COP', '2018 q4')",0.028533469885587692
33461,CXO,2018 q4,1010,0.3095605725810774,Mr. Doug G. Leggate,0.4095782859107933,male,BofA Global Research,"('CXO', '2018 q4')",0.0
33462,DVN,2018 q4,1010,0.452572717419249,Mr. Doug G. Leggate,0.1320474466315504,male,BofA Global Research,"('DVN', '2018 q4')",0.010850545018911362
33463,EOG,2018 q4,1010,0.4565914709910882,Mr. Doug G. Leggate,0.3030686872637264,male,BofA Global Research,"('EOG', '2018 q4')",0.0
33464,HES,2018 q4,1010,0.3925880622048753,Mr. Doug G. Leggate,0.1410826124063966,male,BofA Global Research,"('HES', '2018 q4')",0.01244598813354969
33465,MPC,2018 q4,1010,0.536127902542928,Mr. Doug G. Leggate,0.1501699462821113,male,BofA Global Research,"('MPC', '2018 q4')",0.0
33466,MRO,2018 q4,1010,0.6293335754311279,Mr. Doug G. Leggate,0.3624555208445276,male,BofA Global Research,"('MRO', '2018 q4')",0.0
33467,NBL,2018 q4,1010,0.3726724674853916,Mr. Doug G. Leggate,0.1159397274464361,male,BofA Global Research,"('NBL', '2018 q4')",0.0
33468,OXY,2018 q4,1010,0.4761453637324625,Mr. Doug G. Leggate,0.2495020460250799,male,BofA Global Research,"('OXY', '2018 q4')",0.0
33469,PXD,2018 q4,1010,0.4429818504746148,Mr. Doug G. Leggate,0.2114528101875037,male,BofA Global Research,"('PXD', '2018 q4')",0.0
33470,VLO,2018 q4,1010,0.5193564669965677,Mr. Doug G. Leggate,0.2140168600557715,male,BofA Global Research,"('VLO', '2018 q4')",0.0
33471,XOM,2018 q4,1010,0.4860991091002108,Mr. Doug G. Leggate,0.2574038354664039,male,BofA Global Research,"('XOM', '2018 q4')",0.0
33472,APA,2018 q4,1010,0.4257337614069588,Mr. Ryan M. Todd,0.1390492831396991,male,Piper Sandler Companies,"('APA', '2018 q4')",0.0
33473,DVN,2018 q4,1010,0.452572717419249,Mr. Ryan M. Todd,0.1262987680952886,male,Piper Sandler Companies,"('DVN', '2018 q4')",0.0
33474,EOG,2018 q4,1010,0.4565914709910882,Mr. Ryan M. Todd,0.1930677341682651,male,Piper Sandler Companies,"('EOG', '2018 q4')",0.0
33475,FANG,2018 q4,1010,0.4727984981055723,Mr. Ryan M. Todd,0.1340508971470721,male,Piper Sandler Companies,"('FANG', '2018 q4')",0.0
33476,HES,2018 q4,1010,0.3925880622048753,Mr. Ryan M. Todd,0.0993568955576927,male,Piper Sandler Companies,"('HES', '2018 q4')",0.0
33477,NBL,2018 q4,1010,0.3726724674853916,Mr. Ryan M. Todd,0.1949908117078659,male,Piper Sandler Companies,"('NBL', '2018 q4')",0.0
33478,BKR,2018 q4,1010,0.7894338069955725,Mr. James K. Wicklund,0.7894338069955724,male,Credit Suisse,"('BKR', '2018 q4')",0.010698101483285427
33479,FTI,2018 q4,1010,0.5870791576068194,Mr. James K. Wicklund,0.2040281380001301,male,Credit Suisse,"('FTI', '2018 q4')",0.0
33480,HAL,2018 q4,1010,0.5859811688033607,Mr. James K. Wicklund,0.2600881902291193,male,Credit Suisse,"('HAL', '2018 q4')",0.0
33481,HP,2018 q4,1010,0.5315690181780103,Mr. James K. Wicklund,0.2052799565838901,male,Credit Suisse,"('HP', '2018 q4')",0.013328127562999725
33482,NOV,2018 q4,1010,0.5031673825627563,Mr. James K. Wicklund,0.2817489542360205,male,Credit Suisse,"('NOV', '2018 q4')",0.0
33483,SLB,2018 q4,1010,0.5871564536654137,Mr. James K. Wicklund,0.4601793026745766,male,Credit Suisse,"('SLB', '2018 q4')",0.0
33484,BKR,2018 q4,1010,0.7894338069955725,"Mr. Charles P. Minervino, CFA",0.7894338069955724,male,Susquehanna Financial Group LLLP,"('BKR', '2018 q4')",0.0
33485,FTI,2018 q4,1010,0.5870791576068194,"Mr. Charles P. Minervino, CFA",0.7492441237800505,male,Susquehanna Financial Group LLLP,"('FTI', '2018 q4')",0.0
33486,HAL,2018 q4,1010,0.5859811688033607,"Mr. Charles P. Minervino, CFA",0.7769947863487507,male,Susquehanna Financial Group LLLP,"('HAL', '2018 q4')",0.0
33487,HP,2018 q4,1010,0.5315690181780103,"Mr. Charles P. Minervino, CFA",0.7503322791874091,male,Susquehanna Financial Group LLLP,"('HP', '2018 q4')",0.032201673835515976
33488,NOV,2018 q4,1010,0.5031673825627563,"Mr. Charles P. Minervino, CFA",0.7326634454764119,male,Susquehanna Financial Group LLLP,"('NOV', '2018 q4')",0.0
33489,SLB,2018 q4,1010,0.5871564536654137,"Mr. Charles P. Minervino, CFA",0.8383003605937717,male,Susquehanna Financial Group LLLP,"('SLB', '2018 q4')",0.0
33490,COG,2018 q4,1010,0.3103806113686832,Mr. John J. Gerdes,0.0917881450965469,male,MKM Partners,"('COG', '2018 q4')",0.0
33491,CXO,2018 q4,1010,0.3095605725810774,Mr. John J. Gerdes,0.0944926466189994,male,MKM Partners,"('CXO', '2018 q4')",0.035402897745370865
33492,DVN,2018 q4,1010,0.452572717419249,Mr. John J. Gerdes,0.0796631784213945,male,MKM Partners,"('DVN', '2018 q4')",0.010132265277206898
33493,EOG,2018 q4,1010,0.4565914709910882,Mr. John J. Gerdes,0.1478454032489617,male,MKM Partners,"('EOG', '2018 q4')",0.0132603133097291
33494,HES,2018 q4,1010,0.3925880622048753,Mr. John J. Gerdes,0.1010638194968751,male,MKM Partners,"('HES', '2018 q4')",0.0
33495,MRO,2018 q4,1010,0.6293335754311279,Mr. John J. Gerdes,0.2515665881379357,male,MKM Partners,"('MRO', '2018 q4')",0.016260437667369843
33496,PXD,2018 q4,1010,0.4429818504746148,Mr. John J. Gerdes,0.1291756023999953,male,MKM Partners,"('PXD', '2018 q4')",0.0
33497,COG,2018 q4,1010,0.3103806113686832,William Featherston,0.1302682649067222,male,Credit Suisse,"('COG', '2018 q4')",0.0
33498,COP,2018 q4,1010,0.7388344052542354,William Featherston,0.3898683694985126,male,Credit Suisse,"('COP', '2018 q4')",0.0
33499,CVX,2018 q4,1010,0.5001993317915203,William Featherston,0.1351559304807119,male,Credit Suisse,"('CVX', '2018 q4')",0.0
33500,DVN,2018 q4,1010,0.452572717419249,William Featherston,0.1142111924591453,male,Credit Suisse,"('DVN', '2018 q4')",0.0
33501,MRO,2018 q4,1010,0.6293335754311279,William Featherston,0.3404034382086946,male,Credit Suisse,"('MRO', '2018 q4')",0.0
33502,OXY,2018 q4,1010,0.4761453637324625,William Featherston,0.1893716578464037,male,Credit Suisse,"('OXY', '2018 q4')",0.0
33503,XOM,2018 q4,1010,0.4860991091002108,William Featherston,0.1178299055992214,male,Credit Suisse,"('XOM', '2018 q4')",0.0
33504,COG,2018 q4,1010,0.3103806113686832,"Michael C. Schmitz, CFA",0.2442769504283207,male,Ladenburg Thalmann & Co. Inc.,"('COG', '2018 q4')",0.0
33505,CXO,2018 q4,1010,0.3095605725810774,"Michael C. Schmitz, CFA",0.1484613152091315,male,Ladenburg Thalmann & Co. Inc.,"('CXO', '2018 q4')",0.0
33506,COG,2018 q4,1010,0.3103806113686832,Mr. Marshall Coltrain,0.166873800519538,male,Guggenheim Securities LLC,"('COG', '2018 q4')",0.0
33507,DVN,2018 q4,1010,0.452572717419249,Mr. Marshall Coltrain,0.1752120844685331,male,Guggenheim Securities LLC,"('DVN', '2018 q4')",0.0
33508,COG,2018 q4,1010,0.3103806113686832,Jeffrey Stafford,0.418326084279091,male,"Morningstar, Inc.","('COG', '2018 q4')",0.0
33509,DVN,2018 q4,1010,0.452572717419249,Jeffrey Stafford,0.4133459712359503,male,"Morningstar, Inc.","('DVN', '2018 q4')",0.005501984308163325
33510,PXD,2018 q4,1010,0.4429818504746148,Jeffrey Stafford,0.3479025044410248,male,"Morningstar, Inc.","('PXD', '2018 q4')",0.0026347972452640533
33511,COP,2018 q4,1010,0.7388344052542354,"Mr. Allen Good, CFA",0.7992710880426888,male,"Morningstar, Inc.","('COP', '2018 q4')",0.0
33512,CVX,2018 q4,1010,0.5001993317915203,"Mr. Allen Good, CFA",0.4602588249031131,male,"Morningstar, Inc.","('CVX', '2018 q4')",0.007762402296066284
33513,HFC,2018 q4,1010,0.678170276654332,"Mr. Allen Good, CFA",0.6732603083629194,male,"Morningstar, Inc.","('HFC', '2018 q4')",0.0
33514,MPC,2018 q4,1010,0.536127902542928,"Mr. Allen Good, CFA",0.4964763859733991,male,"Morningstar, Inc.","('MPC', '2018 q4')",0.01605876659353574
33515,PSX,2018 q4,1010,0.5488878328253592,"Mr. Allen Good, CFA",0.5403776476929743,male,"Morningstar, Inc.","('PSX', '2018 q4')",0.00424258504062891
33516,VLO,2018 q4,1010,0.5193564669965677,"Mr. Allen Good, CFA",0.5467718772982831,male,"Morningstar, Inc.","('VLO', '2018 q4')",0.0051369983702898026
33517,XOM,2018 q4,1010,0.4860991091002108,"Mr. Allen Good, CFA",0.463775082366595,male,"Morningstar, Inc.","('XOM', '2018 q4')",0.005376419983804226
33518,COP,2018 q4,1010,0.7388344052542354,Mr. Josh Silverstein,0.5071090118909238,male,Wolfe Research,"('COP', '2018 q4')",0.0
33519,DVN,2018 q4,1010,0.452572717419249,Mr. Josh Silverstein,0.2524923056101685,male,Wolfe Research,"('DVN', '2018 q4')",0.011333885602653027
33520,FANG,2018 q4,1010,0.4727984981055723,Mr. Josh Silverstein,0.2409607815278743,male,Wolfe Research,"('FANG', '2018 q4')",0.019335176795721054
33521,MRO,2018 q4,1010,0.6293335754311279,Mr. Josh Silverstein,0.3520951449639667,male,Wolfe Research,"('MRO', '2018 q4')",0.0
33522,COP,2018 q4,1010,0.7388344052542354,Mr. Jason D. Gammel,0.7069764390513248,male,Jefferies,"('COP', '2018 q4')",0.0
33523,CVX,2018 q4,1010,0.5001993317915203,Mr. Jason D. Gammel,0.1744076277107078,male,Jefferies,"('CVX', '2018 q4')",0.0
33524,OXY,2018 q4,1010,0.4761453637324625,Mr. Jason D. Gammel,0.1423242930890718,male,Jefferies,"('OXY', '2018 q4')",0.0
33525,XOM,2018 q4,1010,0.4860991091002108,Mr. Jason D. Gammel,0.1558578944328264,male,Jefferies,"('XOM', '2018 q4')",0.0
33526,COP,2018 q4,1010,0.7388344052542354,Doug Terreson,0.352996214217578,male,EVERCORE ISI,"('COP', '2018 q4')",0.0
33527,HES,2018 q4,1010,0.3925880622048753,Doug Terreson,0.2104753413178239,male,EVERCORE ISI,"('HES', '2018 q4')",0.005055953282862902
33528,MPC,2018 q4,1010,0.536127902542928,Doug Terreson,0.2454301008858324,male,EVERCORE ISI,"('MPC', '2018 q4')",0.011324215680360794
33529,OXY,2018 q4,1010,0.4761453637324625,Doug Terreson,0.1340693455627478,male,EVERCORE ISI,"('OXY', '2018 q4')",0.0
33530,CVX,2018 q4,1010,0.5001993317915203,Mr. Biraj Borkhataria,0.3005985981143306,male,RBC Capital Markets,"('CVX', '2018 q4')",0.01666666753590107
33531,XOM,2018 q4,1010,0.4860991091002108,Mr. Biraj Borkhataria,0.7347225085406289,male,RBC Capital Markets,"('XOM', '2018 q4')",0.03333333507180214
33532,CVX,2018 q4,1010,0.5001993317915203,Mr. Jason Gabelman,0.1385507099699659,male,Cowen and Company,"('CVX', '2018 q4')",0.0
33533,MPC,2018 q4,1010,0.536127902542928,Mr. Jason Gabelman,0.1726824911632998,male,Cowen and Company,"('MPC', '2018 q4')",0.0
33534,VLO,2018 q4,1010,0.5193564669965677,Mr. Jason Gabelman,0.245537144927606,male,Cowen and Company,"('VLO', '2018 q4')",0.0
33535,CVX,2018 q4,1010,0.5001993317915203,Credit Suisse Global Product Marketing,0.5888700314352203,Not a person,Credit Suisse,"('CVX', '2018 q4')",0.0
33536,HAL,2018 q4,1010,0.5859811688033607,Credit Suisse Global Product Marketing,0.4155086572150869,Not a person,Credit Suisse,"('HAL', '2018 q4')",0.0
33537,HFC,2018 q4,1010,0.678170276654332,Credit Suisse Global Product Marketing,0.6726691535364695,Not a person,Credit Suisse,"('HFC', '2018 q4')",0.013823526911437511
33538,OKE,2018 q4,1010,0.6821476407527739,Credit Suisse Global Product Marketing,0.9887072749250424,Not a person,Credit Suisse,"('OKE', '2018 q4')",0.0
33539,CVX,2018 q4,1010,0.5001993317915203,Mr. James M. Evans,0.2868750829446996,male,Exane BNP Paribas,"('CVX', '2018 q4')",0.0
33540,FTI,2018 q4,1010,0.5870791576068194,Mr. James M. Evans,0.357964801654437,male,Exane BNP Paribas,"('FTI', '2018 q4')",0.0
33541,XOM,2018 q4,1010,0.4860991091002108,Mr. James M. Evans,0.2364612448468941,male,Exane BNP Paribas,"('XOM', '2018 q4')",0.0
33542,CVX,2018 q4,1010,0.5001993317915203,Mr. Henry M. Tarr,0.300136775452549,male,Berenberg,"('CVX', '2018 q4')",0.024518612772226334
33543,XOM,2018 q4,1010,0.4860991091002108,Mr. Henry M. Tarr,0.1094904267605532,male,Berenberg,"('XOM', '2018 q4')",0.0
33544,CVX,2018 q4,1010,0.5001993317915203,Ilkin Karimli,0.1764397354855928,male,Berenberg,"('CVX', '2018 q4')",0.0
33545,CXO,2018 q4,1010,0.3095605725810774,"Mr. Dave Meats, CFA",0.4424604960940742,male,"Morningstar, Inc.","('CXO', '2018 q4')",0.0
33546,EOG,2018 q4,1010,0.4565914709910882,"Mr. Dave Meats, CFA",0.4193919079211343,male,"Morningstar, Inc.","('EOG', '2018 q4')",0.0035804174840450287
33547,FANG,2018 q4,1010,0.4727984981055723,"Mr. Dave Meats, CFA",0.4029678164644573,male,"Morningstar, Inc.","('FANG', '2018 q4')",0.003358373185619712
33548,HES,2018 q4,1010,0.3925880622048753,"Mr. Dave Meats, CFA",0.3838762090881905,male,"Morningstar, Inc.","('HES', '2018 q4')",0.0
33549,MRO,2018 q4,1010,0.6293335754311279,"Mr. Dave Meats, CFA",0.483283465424854,male,"Morningstar, Inc.","('MRO', '2018 q4')",0.0019510411657392979
33550,NBL,2018 q4,1010,0.3726724674853916,"Mr. Dave Meats, CFA",0.3796474038276616,male,"Morningstar, Inc.","('NBL', '2018 q4')",0.0
33551,OXY,2018 q4,1010,0.4761453637324625,"Mr. Dave Meats, CFA",0.4723138831071004,male,"Morningstar, Inc.","('OXY', '2018 q4')",0.0
33552,CXO,2018 q4,1010,0.3095605725810774,Mr. Neal D. Dingmann,0.1355914487385265,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2018 q4')",0.0
33553,EOG,2018 q4,1010,0.4565914709910882,Mr. Neal D. Dingmann,0.155694998859016,male,SunTrust Robinson Humphrey Capital Markets,"('EOG', '2018 q4')",0.011845909990370274
33554,FANG,2018 q4,1010,0.4727984981055723,Mr. Neal D. Dingmann,0.1706014433420885,male,SunTrust Robinson Humphrey Capital Markets,"('FANG', '2018 q4')",0.005217808298766613
33555,DVN,2018 q4,1010,0.452572717419249,Ms. Jeanine C. Wai,0.6689242235617819,female,Barclays,"('DVN', '2018 q4')",0.0
33556,EOG,2018 q4,1010,0.4565914709910882,Ms. Jeanine C. Wai,0.644071900215995,female,Barclays,"('EOG', '2018 q4')",0.0
33557,NBL,2018 q4,1010,0.3726724674853916,Ms. Jeanine C. Wai,0.0989390819780183,female,Barclays,"('NBL', '2018 q4')",0.0
33558,PXD,2018 q4,1010,0.4429818504746148,Ms. Jeanine C. Wai,0.6886174112205581,female,Barclays,"('PXD', '2018 q4')",0.0
33559,EOG,2018 q4,1010,0.4565914709910882,Irene Haas,0.1418009961591784,female,"Imperial Capital, LLC","('EOG', '2018 q4')",0.0
33560,NBL,2018 q4,1010,0.3726724674853916,Irene Haas,0.0980757198677605,female,"Imperial Capital, LLC","('NBL', '2018 q4')",0.0
33561,PXD,2018 q4,1010,0.4429818504746148,Irene Haas,0.1226599539029853,female,"Imperial Capital, LLC","('PXD', '2018 q4')",0.0
33562,FANG,2018 q4,1010,0.4727984981055723,Mr. John M. White,0.094463428397916,male,"Roth Capital Partners, Inc.","('FANG', '2018 q4')",0.024662944488227367
33563,FANG,2018 q4,1010,0.4727984981055723,Mr. Biju Z. Perincheril,0.0762848726487684,male,Susquehanna Financial Group LLLP,"('FANG', '2018 q4')",0.0
33564,FANG,2018 q4,1010,0.4727984981055723,Mr. Jason A. Wangler,0.0923652481972897,male,"Imperial Capital, LLC","('FANG', '2018 q4')",0.0
33565,FANG,2018 q4,1010,0.4727984981055723,"Mr. Asit K. Sen, CFA",0.0864275455189278,male,BofA Global Research,"('FANG', '2018 q4')",0.0
33566,FANG,2018 q4,1010,0.4727984981055723,"Drew E. Venker, CFA",0.6524259636149544,male,Morgan Stanley,"('FANG', '2018 q4')",0.0
33567,FANG,2018 q4,1010,0.4727984981055723,Ms. Betty Jiang,0.9692382991837863,female,Credit Suisse,"('FANG', '2018 q4')",0.0
33568,FANG,2018 q4,1010,0.4727984981055723,Jeff S. Grampp,0.0726390129349286,male,Northland Securities,"('FANG', '2018 q4')",0.0
33569,FTI,2018 q4,1010,0.5870791576068194,Fredrik Stene,0.2521990871205641,male,Pareto Securities AS,"('FTI', '2018 q4')",0.0
33570,FTI,2018 q4,1010,0.5870791576068194,Mr. Mark Wilson,0.1841314185787968,male,Jefferies,"('FTI', '2018 q4')",0.0
33571,FTI,2018 q4,1010,0.5870791576068194,Mr. Vlad Sergievskii,0.5673988917635534,male,BofA Global Research,"('FTI', '2018 q4')",0.03333333507180214
33572,FTI,2018 q4,1010,0.5870791576068194,Mr. William A. Herbert,0.4245930610649884,male,Piper Sandler Companies,"('FTI', '2018 q4')",0.0
33573,HAL,2018 q4,1010,0.5859811688033607,Mr. William A. Herbert,0.2281567437736507,male,Piper Sandler Companies,"('HAL', '2018 q4')",0.0
33574,NOV,2018 q4,1010,0.5031673825627563,Mr. William A. Herbert,0.2789442393856993,male,Piper Sandler Companies,"('NOV', '2018 q4')",0.0
33575,SLB,2018 q4,1010,0.5871564536654137,Mr. William A. Herbert,0.3731265252266617,male,Piper Sandler Companies,"('SLB', '2018 q4')",0.0
33576,FTI,2018 q4,1010,0.5870791576068194,Mr. Robert J. Pulleyn,0.2368417892055172,male,Morgan Stanley,"('FTI', '2018 q4')",0.003358399805923303
33577,FTI,2018 q4,1010,0.5870791576068194,Preston Caldwell,0.6206923490272792,male,"Morningstar, Inc.","('FTI', '2018 q4')",0.0
33578,HAL,2018 q4,1010,0.5859811688033607,Preston Caldwell,0.7201823949387919,male,"Morningstar, Inc.","('HAL', '2018 q4')",0.0
33579,HP,2018 q4,1010,0.5315690181780103,Preston Caldwell,0.6475825933756535,male,"Morningstar, Inc.","('HP', '2018 q4')",0.007856328506022692
33580,NOV,2018 q4,1010,0.5031673825627563,Preston Caldwell,0.6907014801142854,male,"Morningstar, Inc.","('NOV', '2018 q4')",0.0
33581,SLB,2018 q4,1010,0.5871564536654137,Preston Caldwell,0.6630442766447502,male,"Morningstar, Inc.","('SLB', '2018 q4')",0.0
33582,FTI,2018 q4,1010,0.5870791576068194,Mr. Guillaume Delaby,0.3532751644993546,male,Societe Generale,"('FTI', '2018 q4')",0.007377788158399718
33583,FTI,2018 q4,1010,0.5870791576068194,Mr. Kurt Hallead,0.2893878024481822,male,RBC Capital Markets,"('FTI', '2018 q4')",0.0125007393459479
33584,HAL,2018 q4,1010,0.5859811688033607,Mr. Kurt Hallead,0.1707265455429147,male,RBC Capital Markets,"('HAL', '2018 q4')",0.0
33585,HP,2018 q4,1010,0.5315690181780103,Mr. Kurt Hallead,0.1751225886490771,male,RBC Capital Markets,"('HP', '2018 q4')",0.011111111690600714
33586,NOV,2018 q4,1010,0.5031673825627563,Mr. Kurt Hallead,0.6078772621061951,male,RBC Capital Markets,"('NOV', '2018 q4')",0.03333333507180214
33587,SLB,2018 q4,1010,0.5871564536654137,Mr. Kurt Hallead,0.1373892443611582,male,RBC Capital Markets,"('SLB', '2018 q4')",0.0
33588,FTI,2018 q4,1010,0.5870791576068194,Mr. James C. West,0.1353457871041393,male,EVERCORE ISI,"('FTI', '2018 q4')",0.0
33589,HAL,2018 q4,1010,0.5859811688033607,Mr. James C. West,0.2454447252101416,male,EVERCORE ISI,"('HAL', '2018 q4')",0.0
33590,HP,2018 q4,1010,0.5315690181780103,Mr. James C. West,0.1668080085869071,male,EVERCORE ISI,"('HP', '2018 q4')",0.0
33591,NOV,2018 q4,1010,0.5031673825627563,Mr. James C. West,0.1424047374548568,male,EVERCORE ISI,"('NOV', '2018 q4')",0.0
33592,SLB,2018 q4,1010,0.5871564536654137,Mr. James C. West,0.324511024804014,male,EVERCORE ISI,"('SLB', '2018 q4')",0.01666666753590107
33593,FTI,2018 q4,1010,0.5870791576068194,Nathan G. Piper,0.4366411051273516,male,RBC Capital Markets,"('FTI', '2018 q4')",0.0
33594,FTI,2018 q4,1010,0.5870791576068194,Bertrand Hodee,0.1820927285162737,male,Kepler Cheuvreux,"('FTI', '2018 q4')",0.0
33595,FTI,2018 q4,1010,0.5870791576068194,"Mr. Judson E. Bailey, CFA",0.1554491964701015,male,"Wells Fargo Securities, LLC","('FTI', '2018 q4')",0.0
33596,HAL,2018 q4,1010,0.5859811688033607,"Mr. Judson E. Bailey, CFA",0.1788689860051849,male,"Wells Fargo Securities, LLC","('HAL', '2018 q4')",0.0
33597,HP,2018 q4,1010,0.5315690181780103,"Mr. Judson E. Bailey, CFA",0.1689095966226369,male,"Wells Fargo Securities, LLC","('HP', '2018 q4')",0.0
33598,NOV,2018 q4,1010,0.5031673825627563,"Mr. Judson E. Bailey, CFA",0.1657617663423748,male,"Wells Fargo Securities, LLC","('NOV', '2018 q4')",0.0
33599,SLB,2018 q4,1010,0.5871564536654137,"Mr. Judson E. Bailey, CFA",0.1529826172251066,male,"Wells Fargo Securities, LLC","('SLB', '2018 q4')",0.0
33600,FTI,2018 q4,1010,0.5870791576068194,Mr. Michael H. Rae,0.6150122037929384,male,Redburn (Europe) Limited,"('FTI', '2018 q4')",0.07425910979509354
33601,FTI,2018 q4,1010,0.5870791576068194,Paige Marcus,0.7099913039971002,female,CFRA Equity Research,"('FTI', '2018 q4')",0.0
33602,HAL,2018 q4,1010,0.5859811688033607,Paige Marcus,0.7061154828714888,female,CFRA Equity Research,"('HAL', '2018 q4')",0.0
33603,HP,2018 q4,1010,0.5315690181780103,Paige Marcus,0.6300732932986717,female,CFRA Equity Research,"('HP', '2018 q4')",0.0
33604,NOV,2018 q4,1010,0.5031673825627563,Paige Marcus,0.6399910011540031,female,CFRA Equity Research,"('NOV', '2018 q4')",0.0
33605,SLB,2018 q4,1010,0.5871564536654137,Paige Marcus,0.69679004178024,female,CFRA Equity Research,"('SLB', '2018 q4')",0.0
33606,FTI,2018 q4,1010,0.5870791576068194,"Mr. J. David J. Anderson, CFA",0.7061927886118535,male,Barclays,"('FTI', '2018 q4')",0.0
33607,HAL,2018 q4,1010,0.5859811688033607,"Mr. J. David J. Anderson, CFA",0.6236949641738068,male,Barclays,"('HAL', '2018 q4')",0.0
33608,NOV,2018 q4,1010,0.5031673825627563,"Mr. J. David J. Anderson, CFA",0.2360898691947628,male,Barclays,"('NOV', '2018 q4')",0.0
33609,SLB,2018 q4,1010,0.5871564536654137,"Mr. J. David J. Anderson, CFA",0.5322521620873415,male,Barclays,"('SLB', '2018 q4')",0.0
33610,FTI,2018 q4,1010,0.5870791576068194,Mr. Michael K. Lamotte,0.1545168009306496,male,Guggenheim Securities LLC,"('FTI', '2018 q4')",0.0
33611,HAL,2018 q4,1010,0.5859811688033607,Mr. Michael K. Lamotte,0.2324570759450936,male,Guggenheim Securities LLC,"('HAL', '2018 q4')",0.0
33612,SLB,2018 q4,1010,0.5871564536654137,Mr. Michael K. Lamotte,0.4992211950745449,male,Guggenheim Securities LLC,"('SLB', '2018 q4')",0.0
33613,FTI,2018 q4,1010,0.5870791576068194,"Mr. Marc G. Bianchi, CFA",0.1800077619398275,male,Cowen and Company,"('FTI', '2018 q4')",0.0
33614,HAL,2018 q4,1010,0.5859811688033607,"Mr. Marc G. Bianchi, CFA",0.1038574904220133,male,Cowen and Company,"('HAL', '2018 q4')",0.0
33615,HP,2018 q4,1010,0.5315690181780103,"Mr. Marc G. Bianchi, CFA",0.109006826808067,male,Cowen and Company,"('HP', '2018 q4')",0.020842282101511955
33616,NOV,2018 q4,1010,0.5031673825627563,"Mr. Marc G. Bianchi, CFA",0.1219985508122648,male,Cowen and Company,"('NOV', '2018 q4')",0.0
33617,SLB,2018 q4,1010,0.5871564536654137,"Mr. Marc G. Bianchi, CFA",0.108087640313602,male,Cowen and Company,"('SLB', '2018 q4')",0.0
33618,FTI,2018 q4,1010,0.5870791576068194,Roland Kaloyan,0.7055619708086129,male,Societe Generale,"('FTI', '2018 q4')",0.0
33619,FTI,2018 q4,1010,0.5870791576068194,Ms. Victoria McCulloch,0.544455575685617,female,RBC Capital Markets,"('FTI', '2018 q4')",0.0
33620,FTI,2018 q4,1010,0.5870791576068194,Mr. Mick Pickup,0.2874538055469943,male,Barclays,"('FTI', '2018 q4')",0.0
33621,HAL,2018 q4,1010,0.5859811688033607,Mr. Abhishek Kumar,0.1758521427692402,male,HSBC,"('HAL', '2018 q4')",0.0
33622,SLB,2018 q4,1010,0.5871564536654137,Mr. Abhishek Kumar,0.1855611008511913,male,HSBC,"('SLB', '2018 q4')",0.0
33623,HAL,2018 q4,1010,0.5859811688033607,Mr. Kenneth I. Sill,0.2713369659397053,male,SunTrust Robinson Humphrey Capital Markets,"('HAL', '2018 q4')",0.0
33624,HP,2018 q4,1010,0.5315690181780103,Mr. Kenneth I. Sill,0.1237629707710265,male,SunTrust Robinson Humphrey Capital Markets,"('HP', '2018 q4')",0.0
33625,NOV,2018 q4,1010,0.5031673825627563,Mr. Kenneth I. Sill,0.141432634714019,male,SunTrust Robinson Humphrey Capital Markets,"('NOV', '2018 q4')",0.0
33626,SLB,2018 q4,1010,0.5871564536654137,Mr. Kenneth I. Sill,0.2372960865266846,male,SunTrust Robinson Humphrey Capital Markets,"('SLB', '2018 q4')",0.0
33627,HAL,2018 q4,1010,0.5859811688033607,Edward Muztafago,0.5845231526081974,male,Societe Generale,"('HAL', '2018 q4')",0.0047417981550097466
33628,HP,2018 q4,1010,0.5315690181780103,Edward Muztafago,0.6810523943927347,male,Societe Generale,"('HP', '2018 q4')",0.0
33629,NOV,2018 q4,1010,0.5031673825627563,Edward Muztafago,0.5368494240813878,male,Societe Generale,"('NOV', '2018 q4')",0.015413360204547644
33630,SLB,2018 q4,1010,0.5871564536654137,Edward Muztafago,0.5964348029011776,male,Societe Generale,"('SLB', '2018 q4')",0.009109627455472946
33631,HAL,2018 q4,1010,0.5859811688033607,Mr. Chase Mulvehill,0.1354632233993499,male,BofA Global Research,"('HAL', '2018 q4')",0.0
33632,HP,2018 q4,1010,0.5315690181780103,Mr. Chase Mulvehill,0.1188310252891393,male,BofA Global Research,"('HP', '2018 q4')",0.0
33633,NOV,2018 q4,1010,0.5031673825627563,Mr. Chase Mulvehill,0.1678596705048086,male,BofA Global Research,"('NOV', '2018 q4')",0.0
33634,SLB,2018 q4,1010,0.5871564536654137,Mr. Chase Mulvehill,0.1902331352457592,male,BofA Global Research,"('SLB', '2018 q4')",0.0
33635,HAL,2018 q4,1010,0.5859811688033607,Mr. Blake Gendron,0.4571253765777365,male,Wolfe Research,"('HAL', '2018 q4')",0.0
33636,HP,2018 q4,1010,0.5315690181780103,Mr. Blake Gendron,0.1549505283632072,male,Wolfe Research,"('HP', '2018 q4')",0.0
33637,NOV,2018 q4,1010,0.5031673825627563,Mr. Blake Gendron,0.1769751342727819,male,Wolfe Research,"('NOV', '2018 q4')",0.0
33638,SLB,2018 q4,1010,0.5871564536654137,Mr. Blake Gendron,0.1609958131319159,male,Wolfe Research,"('SLB', '2018 q4')",0.0
33639,HAL,2018 q4,1010,0.5859811688033607,Mr. Connor Lynagh,0.2871091618332247,male,Morgan Stanley,"('HAL', '2018 q4')",0.022147171199321747
33640,NOV,2018 q4,1010,0.5031673825627563,Mr. Connor Lynagh,0.3084951328767394,male,Morgan Stanley,"('NOV', '2018 q4')",0.0
33641,SLB,2018 q4,1010,0.5871564536654137,Mr. Connor Lynagh,0.239831435594709,male,Morgan Stanley,"('SLB', '2018 q4')",0.0
33642,HES,2018 q4,1010,0.3925880622048753,"Mr. Paul Y. Cheng, CFA",0.3151624311207217,male,Barclays,"('HES', '2018 q4')",0.03336602821946144
33643,HFC,2018 q4,1010,0.678170276654332,"Mr. Paul Y. Cheng, CFA",0.6741723763048512,male,Barclays,"('HFC', '2018 q4')",0.0
33644,MPC,2018 q4,1010,0.536127902542928,"Mr. Paul Y. Cheng, CFA",0.1961690146085705,male,Barclays,"('MPC', '2018 q4')",0.006759886629879475
33645,HES,2018 q4,1010,0.3925880622048753,Mr. Devin J. McDermott,0.3153119159528869,male,Morgan Stanley,"('HES', '2018 q4')",0.0
33646,OXY,2018 q4,1010,0.4761453637324625,Mr. Devin J. McDermott,0.6537557379887745,male,Morgan Stanley,"('OXY', '2018 q4')",0.0
33647,HFC,2018 q4,1010,0.678170276654332,Mr. Manav Gupta,0.4127514626493394,male,Credit Suisse,"('HFC', '2018 q4')",0.0
33648,MPC,2018 q4,1010,0.536127902542928,Mr. Manav Gupta,0.3123661987866615,male,Credit Suisse,"('MPC', '2018 q4')",0.0
33649,PSX,2018 q4,1010,0.5488878328253592,Mr. Manav Gupta,0.4983718471660858,male,Credit Suisse,"('PSX', '2018 q4')",0.0
33650,VLO,2018 q4,1010,0.5193564669965677,Mr. Manav Gupta,0.306331284949269,male,Credit Suisse,"('VLO', '2018 q4')",0.0
33651,HP,2018 q4,1010,0.5315690181780103,Mr. Brad P. Handler,0.3328900353458528,male,Jefferies,"('HP', '2018 q4')",0.0
33652,NOV,2018 q4,1010,0.5031673825627563,Mr. Brad P. Handler,0.1633023802162022,male,Jefferies,"('NOV', '2018 q4')",0.0
33653,SLB,2018 q4,1010,0.5871564536654137,Mr. Brad P. Handler,0.1970341278318267,male,Jefferies,"('SLB', '2018 q4')",0.0
33654,HP,2018 q4,1010,0.5315690181780103,John M. Daniel,0.1880370142713801,male,Piper Sandler Companies,"('HP', '2018 q4')",0.0
33655,KMI,2018 q4,1010,0.645684475861025,Mr. Travis Miller,0.6586259570557723,male,"Morningstar, Inc.","('KMI', '2018 q4')",0.0
33656,KMI,2018 q4,1010,0.645684475861025,Keith Stanley,0.3364130275992909,male,Wolfe Research,"('KMI', '2018 q4')",0.004982989591856797
33657,KMI,2018 q4,1010,0.645684475861025,"Ms. Elvira Scotto, CFA",0.2457989314633329,female,RBC Capital Markets,"('KMI', '2018 q4')",0.007929806597530842
33658,OKE,2018 q4,1010,0.6821476407527739,"Ms. Elvira Scotto, CFA",0.2117943178022369,female,RBC Capital Markets,"('OKE', '2018 q4')",0.0
33659,KMI,2018 q4,1010,0.645684475861025,Dennis Coleman,0.3575549379079568,male,BofA Global Research,"('KMI', '2018 q4')",0.0
33660,OKE,2018 q4,1010,0.6821476407527739,Dennis Coleman,0.2486754855653382,male,BofA Global Research,"('OKE', '2018 q4')",0.0
33661,WMB,2018 q4,1010,0.7780873396314889,Dennis Coleman,0.620301760222528,male,BofA Global Research,"('WMB', '2018 q4')",0.0
33662,KMI,2018 q4,1010,0.645684475861025,Mr. Michael J. Blum,0.2813575848526888,male,"Wells Fargo Securities, LLC","('KMI', '2018 q4')",0.0
33663,OKE,2018 q4,1010,0.6821476407527739,Mr. Michael J. Blum,0.240917426887141,male,"Wells Fargo Securities, LLC","('OKE', '2018 q4')",0.0
33664,KMI,2018 q4,1010,0.645684475861025,Mr. Tom Abrams,0.7718366586980131,male,Morgan Stanley,"('KMI', '2018 q4')",0.0
33665,OKE,2018 q4,1010,0.6821476407527739,Mr. Tom Abrams,0.793755695475492,male,Morgan Stanley,"('OKE', '2018 q4')",0.0
33666,WMB,2018 q4,1010,0.7780873396314889,Mr. Tom Abrams,0.8300097706581125,male,Morgan Stanley,"('WMB', '2018 q4')",0.0
33667,KMI,2018 q4,1010,0.645684475861025,Tristan Richardson,0.3272253309780602,male,SunTrust Robinson Humphrey Capital Markets,"('KMI', '2018 q4')",0.0
33668,KMI,2018 q4,1010,0.645684475861025,"Ms. Christine Cho, CFA",0.5956260025864583,female,Barclays,"('KMI', '2018 q4')",0.0
33669,OKE,2018 q4,1010,0.6821476407527739,"Ms. Christine Cho, CFA",0.2255358687461055,female,Barclays,"('OKE', '2018 q4')",0.0
33670,KMI,2018 q4,1010,0.645684475861025,"Mr. Spiro M. Dounis, CFA",0.895109602395291,male,Credit Suisse,"('KMI', '2018 q4')",0.0
33671,MPC,2018 q4,1010,0.536127902542928,Mr. Lars W. Brorson,0.6498356688452418,male,Barclays,"('MPC', '2018 q4')",0.0
33672,OKE,2018 q4,1010,0.6821476407527739,Mr. Stephen Ellis,0.7365984966634311,male,"Morningstar, Inc.","('OKE', '2018 q4')",0.0
33673,WMB,2018 q4,1010,0.7780873396314889,Mr. Stephen Ellis,0.6537696482033997,male,"Morningstar, Inc.","('WMB', '2018 q4')",0.0
33674,OKE,2018 q4,1010,0.6821476407527739,Alex Kania,0.2322835668820447,male,Wolfe Research,"('OKE', '2018 q4')",0.0
33675,OKE,2018 q4,1010,0.6821476407527739,Mr. Matthew Phillips,0.5824490758418326,male,Guggenheim Securities LLC,"('OKE', '2018 q4')",0.01792643778026104
33676,VLO,2018 q4,1010,0.5193564669965677,Mr. Peter Low,0.1979387483582656,male,Redburn (Europe) Limited,"('VLO', '2018 q4')",0.014062833972275257
33677,WMB,2018 q4,1010,0.7780873396314889,"Sharon Lui, CPA",0.4351786154330598,female,"Wells Fargo Securities, LLC","('WMB', '2018 q4')",0.0
33678,XOM,2018 q4,1010,0.4860991091002108,Mr. Sam J. Margolin,0.2403255848130456,male,Wolfe Research,"('XOM', '2018 q4')",0.0
33679,XOM,2018 q4,1010,0.4860991091002108,Research Department,0.1843768100436603,Not a person,Trefis,"('XOM', '2018 q4')",0.0
33680,AAL,2018 q1,2030,0.666541451688172,Mr. James A. Corridore,0.5766331199622887,male,CFRA Equity Research,"('AAL', '2018 q1')",0.0
33681,ALK,2018 q1,2030,0.7670519482639758,Mr. James A. Corridore,0.6461571278663876,male,CFRA Equity Research,"('ALK', '2018 q1')",0.0
33682,CHRW,2018 q1,2030,0.6741320218324139,Mr. James A. Corridore,0.692630154792305,male,CFRA Equity Research,"('CHRW', '2018 q1')",0.0
33683,CSX,2018 q1,2030,0.6589393480524204,Mr. James A. Corridore,0.5222349354631142,male,CFRA Equity Research,"('CSX', '2018 q1')",0.0
33684,DAL,2018 q1,2030,0.5456157219938156,Mr. James A. Corridore,0.5216313813214237,male,CFRA Equity Research,"('DAL', '2018 q1')",0.0
33685,EXPD,2018 q1,2030,0.7024895795873887,Mr. James A. Corridore,0.6554687515657142,male,CFRA Equity Research,"('EXPD', '2018 q1')",0.0
33686,FDX,2018 q1,2030,0.5771037864426376,Mr. James A. Corridore,0.6664427453342393,male,CFRA Equity Research,"('FDX', '2018 q1')",0.0
33687,JBHT,2018 q1,2030,0.6421245290785256,Mr. James A. Corridore,0.5460695174058519,male,CFRA Equity Research,"('JBHT', '2018 q1')",0.0
33688,KSU,2018 q1,2030,0.6373859160963369,Mr. James A. Corridore,0.638492960682052,male,CFRA Equity Research,"('KSU', '2018 q1')",0.0
33689,LUV,2018 q1,2030,0.5411290208851547,Mr. James A. Corridore,0.5781401165688097,male,CFRA Equity Research,"('LUV', '2018 q1')",0.0
33690,NSC,2018 q1,2030,0.5555320439347453,Mr. James A. Corridore,0.5153650246623162,male,CFRA Equity Research,"('NSC', '2018 q1')",0.0
33691,ODFL,2018 q1,2030,0.7547855586634337,Mr. James A. Corridore,0.7051847412722498,male,CFRA Equity Research,"('ODFL', '2018 q1')",0.0
33692,UNP,2018 q1,2030,0.4433080921304245,Mr. James A. Corridore,0.537629878985893,male,CFRA Equity Research,"('UNP', '2018 q1')",0.0
33693,UPS,2018 q1,2030,0.6734496470561854,Mr. James A. Corridore,0.7227223007125605,male,CFRA Equity Research,"('UPS', '2018 q1')",0.0
33694,AAL,2018 q1,2030,0.666541451688172,"Daniel J. McKenzie, CFA",0.2662934802079025,male,The Buckingham Research Group,"('AAL', '2018 q1')",0.0
33695,ALK,2018 q1,2030,0.7670519482639758,"Daniel J. McKenzie, CFA",0.5090500034290679,male,The Buckingham Research Group,"('ALK', '2018 q1')",0.0
33696,DAL,2018 q1,2030,0.5456157219938156,"Daniel J. McKenzie, CFA",0.2131076785226497,male,The Buckingham Research Group,"('DAL', '2018 q1')",0.0
33697,LUV,2018 q1,2030,0.5411290208851547,"Daniel J. McKenzie, CFA",0.2313474697498872,male,The Buckingham Research Group,"('LUV', '2018 q1')",0.01594371162354946
33698,UAL,2018 q1,2030,0.0,"Daniel J. McKenzie, CFA",,male,The Buckingham Research Group,"('UAL', '2018 q1')",0.0
33699,AAL,2018 q1,2030,0.666541451688172,Hunter K. Keay,0.5408689383298104,male,Wolfe Research,"('AAL', '2018 q1')",0.0
33700,LUV,2018 q1,2030,0.5411290208851547,Hunter K. Keay,0.5805746195921238,male,Wolfe Research,"('LUV', '2018 q1')",0.0
33701,AAL,2018 q1,2030,0.666541451688172,Ms. Helane R. Becker,0.6312286010013245,female,Cowen and Company,"('AAL', '2018 q1')",0.005949789192527533
33702,ALK,2018 q1,2030,0.7670519482639758,Ms. Helane R. Becker,0.6872970732623894,female,Cowen and Company,"('ALK', '2018 q1')",0.0
33703,DAL,2018 q1,2030,0.5456157219938156,Ms. Helane R. Becker,0.4772327981462014,female,Cowen and Company,"('DAL', '2018 q1')",0.0
33704,FDX,2018 q1,2030,0.5771037864426376,Ms. Helane R. Becker,0.2779680551966439,female,Cowen and Company,"('FDX', '2018 q1')",0.035649240016937256
33705,LUV,2018 q1,2030,0.5411290208851547,Ms. Helane R. Becker,0.6726607309031589,female,Cowen and Company,"('LUV', '2018 q1')",0.0
33706,AAL,2018 q1,2030,0.666541451688172,Michael J. Linenberg,0.5141369813011355,male,Deutsche Bank,"('AAL', '2018 q1')",0.0
33707,ALK,2018 q1,2030,0.7670519482639758,Michael J. Linenberg,0.8562632409501438,male,Deutsche Bank,"('ALK', '2018 q1')",0.0
33708,AAL,2018 q1,2030,0.666541451688172,Eric Beinstein,0.8395746645498988,male,JPMorgan Econ & FI,"('AAL', '2018 q1')",0.047458454966545105
33709,AAL,2018 q1,2030,0.666541451688172,Mr. Chris Higgins,0.4467352263521938,male,"Morningstar, Inc.","('AAL', '2018 q1')",0.0
33710,DAL,2018 q1,2030,0.5456157219938156,Mr. Chris Higgins,0.4166428100512238,male,"Morningstar, Inc.","('DAL', '2018 q1')",0.0
33711,LUV,2018 q1,2030,0.5411290208851547,Mr. Chris Higgins,0.4567447447106437,male,"Morningstar, Inc.","('LUV', '2018 q1')",0.0
33712,AAL,2018 q1,2030,0.666541451688172,"Andrew G. Didora, CFA",0.4467785756855523,male,BofA Global Research,"('AAL', '2018 q1')",0.0
33713,DAL,2018 q1,2030,0.5456157219938156,"Andrew G. Didora, CFA",0.375139489674368,male,BofA Global Research,"('DAL', '2018 q1')",0.0
33714,LUV,2018 q1,2030,0.5411290208851547,"Andrew G. Didora, CFA",0.5518947928670442,male,BofA Global Research,"('LUV', '2018 q1')",0.06792686134576797
33715,AAL,2018 q1,2030,0.666541451688172,SADIF Research,0.9797086931748014,Not a person,Sadif Analytics Prime,"('AAL', '2018 q1')",0.972632646560669
33716,ALK,2018 q1,2030,0.7670519482639758,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ALK', '2018 q1')",0.9736738204956055
33717,CHRW,2018 q1,2030,0.6741320218324139,SADIF Research,0.9782916127449665,Not a person,Sadif Analytics Prime,"('CHRW', '2018 q1')",0.9252161383628845
33718,CSX,2018 q1,2030,0.6589393480524204,SADIF Research,0.9781894697465152,Not a person,Sadif Analytics Prime,"('CSX', '2018 q1')",0.9788512587547302
33719,DAL,2018 q1,2030,0.5456157219938156,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('DAL', '2018 q1')",0.9701887369155884
33720,EXPD,2018 q1,2030,0.7024895795873887,SADIF Research,0.9425825646966656,Not a person,Sadif Analytics Prime,"('EXPD', '2018 q1')",0.9086133241653442
33721,JBHT,2018 q1,2030,0.6421245290785256,SADIF Research,0.9371200517274674,Not a person,Sadif Analytics Prime,"('JBHT', '2018 q1')",0.9083383083343506
33722,ODFL,2018 q1,2030,0.7547855586634337,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ODFL', '2018 q1')",0.9697917699813843
33723,AAL,2018 q1,2030,0.666541451688172,Mr. Jack L. Atkins,0.2891348113391212,male,Stephens Inc.,"('AAL', '2018 q1')",0.028399324044585228
33724,CHRW,2018 q1,2030,0.6741320218324139,Mr. Jack L. Atkins,0.2568571753863126,male,Stephens Inc.,"('CHRW', '2018 q1')",0.0
33725,DAL,2018 q1,2030,0.5456157219938156,Mr. Jack L. Atkins,0.2605559596194663,male,Stephens Inc.,"('DAL', '2018 q1')",0.0
33726,EXPD,2018 q1,2030,0.7024895795873887,Mr. Jack L. Atkins,0.36103099370691,male,Stephens Inc.,"('EXPD', '2018 q1')",0.0
33727,FDX,2018 q1,2030,0.5771037864426376,Mr. Jack L. Atkins,0.3524470272995768,male,Stephens Inc.,"('FDX', '2018 q1')",0.0
33728,LUV,2018 q1,2030,0.5411290208851547,Mr. Jack L. Atkins,0.2382407773804199,male,Stephens Inc.,"('LUV', '2018 q1')",0.0
33729,UPS,2018 q1,2030,0.6734496470561854,Mr. Jack L. Atkins,0.5145187799909685,male,Stephens Inc.,"('UPS', '2018 q1')",0.0
33730,AAL,2018 q1,2030,0.666541451688172,Mr. Michael W. Derchin,0.2287466287641489,male,"Imperial Capital, LLC","('AAL', '2018 q1')",0.0
33731,ALK,2018 q1,2030,0.7670519482639758,Mr. Michael W. Derchin,0.4109383243515317,male,"Imperial Capital, LLC","('ALK', '2018 q1')",0.0
33732,DAL,2018 q1,2030,0.5456157219938156,Mr. Michael W. Derchin,0.2006536683780083,male,"Imperial Capital, LLC","('DAL', '2018 q1')",0.0
33733,LUV,2018 q1,2030,0.5411290208851547,Mr. Michael W. Derchin,0.1905257046567931,male,"Imperial Capital, LLC","('LUV', '2018 q1')",0.0
33734,AAL,2018 q1,2030,0.666541451688172,"Duane T. Pfennigwerth, CFA",0.3134356797718768,male,EVERCORE ISI,"('AAL', '2018 q1')",0.0
33735,DAL,2018 q1,2030,0.5456157219938156,"Duane T. Pfennigwerth, CFA",0.3611524245548423,male,EVERCORE ISI,"('DAL', '2018 q1')",0.0
33736,CHRW,2018 q1,2030,0.6741320218324139,Ravi Shanker,0.3709151234272658,male,Morgan Stanley,"('CHRW', '2018 q1')",0.0
33737,CSX,2018 q1,2030,0.6589393480524204,Ravi Shanker,0.3762992015376238,male,Morgan Stanley,"('CSX', '2018 q1')",0.0
33738,FDX,2018 q1,2030,0.5771037864426376,Ravi Shanker,0.515567307507738,male,Morgan Stanley,"('FDX', '2018 q1')",0.0
33739,KSU,2018 q1,2030,0.6373859160963369,Ravi Shanker,0.6688603914860318,male,Morgan Stanley,"('KSU', '2018 q1')",0.007895294576883316
33740,UNP,2018 q1,2030,0.4433080921304245,Ravi Shanker,0.3656789375153194,male,Morgan Stanley,"('UNP', '2018 q1')",0.0
33741,UPS,2018 q1,2030,0.6734496470561854,Ravi Shanker,0.4560524091257172,male,Morgan Stanley,"('UPS', '2018 q1')",0.0
33742,CHRW,2018 q1,2030,0.6741320218324139,Mr. Jason H. Seidl,0.6696669974848055,male,Cowen and Company,"('CHRW', '2018 q1')",0.0
33743,EXPD,2018 q1,2030,0.7024895795873887,Mr. Jason H. Seidl,0.5908367583089977,male,Cowen and Company,"('EXPD', '2018 q1')",0.0
33744,KSU,2018 q1,2030,0.6373859160963369,Mr. Jason H. Seidl,0.7134154296789701,male,Cowen and Company,"('KSU', '2018 q1')",0.0
33745,NSC,2018 q1,2030,0.5555320439347453,Mr. Jason H. Seidl,0.5872500944520057,male,Cowen and Company,"('NSC', '2018 q1')",0.0
33746,ODFL,2018 q1,2030,0.7547855586634337,Mr. Jason H. Seidl,0.6705561169582233,male,Cowen and Company,"('ODFL', '2018 q1')",0.0
33747,CHRW,2018 q1,2030,0.6741320218324139,"Matthew J. Young, CFA, CFA",0.4842888116916558,male,"Morningstar, Inc.","('CHRW', '2018 q1')",0.011111111690600714
33748,EXPD,2018 q1,2030,0.7024895795873887,"Matthew J. Young, CFA, CFA",0.5341571446992572,male,"Morningstar, Inc.","('EXPD', '2018 q1')",0.0
33749,JBHT,2018 q1,2030,0.6421245290785256,"Matthew J. Young, CFA, CFA",0.4076853829409457,male,"Morningstar, Inc.","('JBHT', '2018 q1')",0.0
33750,ODFL,2018 q1,2030,0.7547855586634337,"Matthew J. Young, CFA, CFA",0.5666810095159966,male,"Morningstar, Inc.","('ODFL', '2018 q1')",0.0
33751,CHRW,2018 q1,2030,0.6741320218324139,Ms. Allison M. Landry,0.3415021682445214,female,Credit Suisse,"('CHRW', '2018 q1')",0.059363555163145065
33752,CSX,2018 q1,2030,0.6589393480524204,Ms. Allison M. Landry,0.2986279105714974,female,Credit Suisse,"('CSX', '2018 q1')",0.0
33753,EXPD,2018 q1,2030,0.7024895795873887,Ms. Allison M. Landry,0.3790013796718901,female,Credit Suisse,"('EXPD', '2018 q1')",0.0
33754,JBHT,2018 q1,2030,0.6421245290785256,Ms. Allison M. Landry,0.485995408924471,female,Credit Suisse,"('JBHT', '2018 q1')",0.0
33755,KSU,2018 q1,2030,0.6373859160963369,Ms. Allison M. Landry,0.5051108619985328,female,Credit Suisse,"('KSU', '2018 q1')",0.0
33756,NSC,2018 q1,2030,0.5555320439347453,Ms. Allison M. Landry,0.2280704512951777,female,Credit Suisse,"('NSC', '2018 q1')",0.0
33757,ODFL,2018 q1,2030,0.7547855586634337,Ms. Allison M. Landry,0.5416133668004488,female,Credit Suisse,"('ODFL', '2018 q1')",0.0
33758,UNP,2018 q1,2030,0.4433080921304245,Ms. Allison M. Landry,0.2201635877748791,female,Credit Suisse,"('UNP', '2018 q1')",0.013807621784508228
33759,UPS,2018 q1,2030,0.6734496470561854,Ms. Allison M. Landry,0.4117665309243686,female,Credit Suisse,"('UPS', '2018 q1')",0.015568873845040798
33760,CHRW,2018 q1,2030,0.6741320218324139,Mr. Scott H. Group,0.2601826470677562,male,Wolfe Research,"('CHRW', '2018 q1')",0.0
33761,EXPD,2018 q1,2030,0.7024895795873887,Mr. Scott H. Group,0.2863352231305222,male,Wolfe Research,"('EXPD', '2018 q1')",0.0
33762,FDX,2018 q1,2030,0.5771037864426376,Mr. Scott H. Group,0.2413551524034853,male,Wolfe Research,"('FDX', '2018 q1')",0.0
33763,JBHT,2018 q1,2030,0.6421245290785256,Mr. Scott H. Group,0.2710900928165538,male,Wolfe Research,"('JBHT', '2018 q1')",0.0
33764,KSU,2018 q1,2030,0.6373859160963369,Mr. Scott H. Group,0.3881411861514183,male,Wolfe Research,"('KSU', '2018 q1')",0.0
33765,NSC,2018 q1,2030,0.5555320439347453,Mr. Scott H. Group,0.1614078686361931,male,Wolfe Research,"('NSC', '2018 q1')",0.0
33766,ODFL,2018 q1,2030,0.7547855586634337,Mr. Scott H. Group,0.385612778965134,male,Wolfe Research,"('ODFL', '2018 q1')",0.0
33767,UNP,2018 q1,2030,0.4433080921304245,Mr. Scott H. Group,0.1412503499827767,male,Wolfe Research,"('UNP', '2018 q1')",0.0
33768,UPS,2018 q1,2030,0.6734496470561854,Mr. Scott H. Group,0.2539158439669112,male,Wolfe Research,"('UPS', '2018 q1')",0.007547900701562564
33769,CHRW,2018 q1,2030,0.6741320218324139,Mr. Amit Mehrotra,0.9378406471971852,male,Deutsche Bank,"('CHRW', '2018 q1')",0.0
33770,CSX,2018 q1,2030,0.6589393480524204,Mr. Amit Mehrotra,0.6795953272667877,male,Deutsche Bank,"('CSX', '2018 q1')",0.03333333507180214
33771,JBHT,2018 q1,2030,0.6421245290785256,Mr. Amit Mehrotra,0.9016267258512926,male,Deutsche Bank,"('JBHT', '2018 q1')",0.0
33772,NSC,2018 q1,2030,0.5555320439347453,Mr. Amit Mehrotra,0.9571727467146616,male,Deutsche Bank,"('NSC', '2018 q1')",0.0
33773,ODFL,2018 q1,2030,0.7547855586634337,Mr. Amit Mehrotra,0.9878900532712452,male,Deutsche Bank,"('ODFL', '2018 q1')",0.0
33774,UPS,2018 q1,2030,0.6734496470561854,Mr. Amit Mehrotra,0.9728744083818214,male,Deutsche Bank,"('UPS', '2018 q1')",0.01666666753590107
33775,CHRW,2018 q1,2030,0.6741320218324139,Mr. Ken S. Hoexter,0.2872149872857624,male,BofA Global Research,"('CHRW', '2018 q1')",0.0
33776,CSX,2018 q1,2030,0.6589393480524204,Mr. Ken S. Hoexter,0.2238655011373292,male,BofA Global Research,"('CSX', '2018 q1')",0.0
33777,FDX,2018 q1,2030,0.5771037864426376,Mr. Ken S. Hoexter,0.2766217518399929,male,BofA Global Research,"('FDX', '2018 q1')",0.0
33778,JBHT,2018 q1,2030,0.6421245290785256,Mr. Ken S. Hoexter,0.2665716366227796,male,BofA Global Research,"('JBHT', '2018 q1')",0.0
33779,KSU,2018 q1,2030,0.6373859160963369,Mr. Ken S. Hoexter,0.3601841639295087,male,BofA Global Research,"('KSU', '2018 q1')",0.0054740868508815765
33780,NSC,2018 q1,2030,0.5555320439347453,Mr. Ken S. Hoexter,0.323296466905588,male,BofA Global Research,"('NSC', '2018 q1')",0.0
33781,UNP,2018 q1,2030,0.4433080921304245,Mr. Ken S. Hoexter,0.2522722402348471,male,BofA Global Research,"('UNP', '2018 q1')",0.01666666753590107
33782,UPS,2018 q1,2030,0.6734496470561854,Mr. Ken S. Hoexter,0.356928759425095,male,BofA Global Research,"('UPS', '2018 q1')",0.0
33783,CSX,2018 q1,2030,0.6589393480524204,Justin T. Long,0.2654448753851724,male,Stephens Inc.,"('CSX', '2018 q1')",0.0
33784,NSC,2018 q1,2030,0.5555320439347453,Justin T. Long,0.2305964181375253,male,Stephens Inc.,"('NSC', '2018 q1')",0.0
33785,UNP,2018 q1,2030,0.4433080921304245,Justin T. Long,0.2935624164039805,male,Stephens Inc.,"('UNP', '2018 q1')",0.0
33786,CSX,2018 q1,2030,0.6589393480524204,Mr. Brandon R. Oglenski,0.6495539592953661,male,Barclays,"('CSX', '2018 q1')",0.0
33787,EXPD,2018 q1,2030,0.7024895795873887,Mr. Brandon R. Oglenski,0.6521853473125145,male,Barclays,"('EXPD', '2018 q1')",0.0
33788,CSX,2018 q1,2030,0.6589393480524204,Mr. Christopher A. Jacobson,0.9060622357078724,male,Susquehanna Financial Group LLLP,"('CSX', '2018 q1')",0.05264725163578987
33789,CSX,2018 q1,2030,0.6589393480524204,Mr. Keith Schoonmaker,0.4177079543014511,male,"Morningstar, Inc.","('CSX', '2018 q1')",0.0
33790,FDX,2018 q1,2030,0.5771037864426376,Mr. Keith Schoonmaker,0.6431476994041594,male,"Morningstar, Inc.","('FDX', '2018 q1')",0.0
33791,NSC,2018 q1,2030,0.5555320439347453,Mr. Keith Schoonmaker,0.3965204594865197,male,"Morningstar, Inc.","('NSC', '2018 q1')",0.0
33792,UPS,2018 q1,2030,0.6734496470561854,Mr. Keith Schoonmaker,0.6008964352854442,male,"Morningstar, Inc.","('UPS', '2018 q1')",0.0
33793,CSX,2018 q1,2030,0.6589393480524204,"Turan Quettawala, MBA",0.223753883987169,male,Scotiabank GBM,"('CSX', '2018 q1')",0.0
33794,NSC,2018 q1,2030,0.5555320439347453,"Turan Quettawala, MBA",0.2307414831777593,male,Scotiabank GBM,"('NSC', '2018 q1')",0.0
33795,UNP,2018 q1,2030,0.4433080921304245,"Turan Quettawala, MBA",0.1250351566307933,male,Scotiabank GBM,"('UNP', '2018 q1')",0.0
33796,DAL,2018 q1,2030,0.5456157219938156,Adam Hackel,0.1990442182892674,male,"Imperial Capital, LLC","('DAL', '2018 q1')",0.0
33797,LUV,2018 q1,2030,0.5411290208851547,Adam Hackel,0.1835318408743962,male,"Imperial Capital, LLC","('LUV', '2018 q1')",0.0
33798,EXPD,2018 q1,2030,0.7024895795873887,Bascome Majors,0.7397363040902901,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2018 q1')",0.0
33799,FDX,2018 q1,2030,0.5771037864426376,Bascome Majors,0.7309582615675351,Not a person,Susquehanna Financial Group LLLP,"('FDX', '2018 q1')",0.0
33800,UPS,2018 q1,2030,0.6734496470561854,Bascome Majors,0.7402395132274164,Not a person,Susquehanna Financial Group LLLP,"('UPS', '2018 q1')",0.0
33801,FDX,2018 q1,2030,0.5771037864426376,Mr. Scott Schneeberger,0.284503692891535,male,"Oppenheimer & Co., Inc.","('FDX', '2018 q1')",0.0
33802,UPS,2018 q1,2030,0.6734496470561854,Mr. Scott Schneeberger,0.2649346749052351,male,"Oppenheimer & Co., Inc.","('UPS', '2018 q1')",0.0
33803,JBHT,2018 q1,2030,0.6421245290785256,Brad Delco,0.315159058733057,male,Stephens Inc.,"('JBHT', '2018 q1')",0.0
33804,ODFL,2018 q1,2030,0.7547855586634337,Brad Delco,0.381945570369039,male,Stephens Inc.,"('ODFL', '2018 q1')",0.0
33805,NSC,2018 q1,2030,0.5555320439347453,"Walter N. Spracklin, CFA",0.4878957022847064,male,RBC Capital Markets,"('NSC', '2018 q1')",0.0
33806,UNP,2018 q1,2030,0.4433080921304245,"Walter N. Spracklin, CFA",0.7155992160994789,male,RBC Capital Markets,"('UNP', '2018 q1')",0.03333333507180214
33807,ODFL,2018 q1,2030,0.7547855586634337,Ms. Ariel Rosa,0.4290832981718542,female,BofA Global Research,"('ODFL', '2018 q1')",0.0
33808,AAL,2018 q2,2030,0.6734764172000494,Hunter K. Keay,0.3997187786878479,male,Wolfe Research,"('AAL', '2018 q2')",0.0
33809,ALK,2018 q2,2030,0.5761223110552136,Hunter K. Keay,0.4551021265579275,male,Wolfe Research,"('ALK', '2018 q2')",0.012639390925566355
33810,DAL,2018 q2,2030,0.5644722453839474,Hunter K. Keay,0.4907679684942629,male,Wolfe Research,"('DAL', '2018 q2')",0.0
33811,LUV,2018 q2,2030,0.5373372371939276,Hunter K. Keay,0.4197153053410389,male,Wolfe Research,"('LUV', '2018 q2')",0.0
33812,AAL,2018 q2,2030,0.6734764172000494,Mr. Chris Higgins,0.5001174429254983,male,"Morningstar, Inc.","('AAL', '2018 q2')",0.0
33813,AAL,2018 q2,2030,0.6734764172000494,Adam Hackel,0.2727773911954458,male,"Imperial Capital, LLC","('AAL', '2018 q2')",0.017540377099066973
33814,ALK,2018 q2,2030,0.5761223110552136,Adam Hackel,0.2388488281838869,male,"Imperial Capital, LLC","('ALK', '2018 q2')",0.0
33815,LUV,2018 q2,2030,0.5373372371939276,Adam Hackel,0.1555259761490658,male,"Imperial Capital, LLC","('LUV', '2018 q2')",0.0
33816,AAL,2018 q2,2030,0.6734764172000494,"Andrew G. Didora, CFA",0.4126748368779824,male,BofA Global Research,"('AAL', '2018 q2')",0.0
33817,DAL,2018 q2,2030,0.5644722453839474,"Andrew G. Didora, CFA",0.3440465409120574,male,BofA Global Research,"('DAL', '2018 q2')",0.0
33818,LUV,2018 q2,2030,0.5373372371939276,"Andrew G. Didora, CFA",0.4313027160774497,male,BofA Global Research,"('LUV', '2018 q2')",0.007473819423466921
33819,AAL,2018 q2,2030,0.6734764172000494,Mr. James A. Corridore,0.5980201262279233,male,CFRA Equity Research,"('AAL', '2018 q2')",0.0
33820,ALK,2018 q2,2030,0.5761223110552136,Mr. James A. Corridore,0.5772800115857003,male,CFRA Equity Research,"('ALK', '2018 q2')",0.0
33821,CHRW,2018 q2,2030,0.6408405379021878,Mr. James A. Corridore,0.6540820066047578,male,CFRA Equity Research,"('CHRW', '2018 q2')",0.0
33822,CSX,2018 q2,2030,0.5247469164952412,Mr. James A. Corridore,0.4708086657846381,male,CFRA Equity Research,"('CSX', '2018 q2')",0.0
33823,DAL,2018 q2,2030,0.5644722453839474,Mr. James A. Corridore,0.5450410952900911,male,CFRA Equity Research,"('DAL', '2018 q2')",0.0
33824,EXPD,2018 q2,2030,0.6926723660012559,Mr. James A. Corridore,0.6366004770770224,male,CFRA Equity Research,"('EXPD', '2018 q2')",0.0
33825,FDX,2018 q2,2030,0.6497813536018056,Mr. James A. Corridore,0.6952180077442655,male,CFRA Equity Research,"('FDX', '2018 q2')",0.0
33826,JBHT,2018 q2,2030,0.7400324576524623,Mr. James A. Corridore,0.5550380388625312,male,CFRA Equity Research,"('JBHT', '2018 q2')",0.0
33827,KSU,2018 q2,2030,0.375337845234596,Mr. James A. Corridore,0.5387883298258697,male,CFRA Equity Research,"('KSU', '2018 q2')",0.0
33828,LUV,2018 q2,2030,0.5373372371939276,Mr. James A. Corridore,0.5255747292100058,male,CFRA Equity Research,"('LUV', '2018 q2')",0.0
33829,NSC,2018 q2,2030,0.4896604914303284,Mr. James A. Corridore,0.484900599072821,male,CFRA Equity Research,"('NSC', '2018 q2')",0.0
33830,ODFL,2018 q2,2030,0.7156315404123574,Mr. James A. Corridore,0.6546659550985955,male,CFRA Equity Research,"('ODFL', '2018 q2')",0.0
33831,UNP,2018 q2,2030,0.6751412651433004,Mr. James A. Corridore,0.5805614151956325,male,CFRA Equity Research,"('UNP', '2018 q2')",0.0
33832,UPS,2018 q2,2030,0.6702492181815225,Mr. James A. Corridore,0.713273785727694,male,CFRA Equity Research,"('UPS', '2018 q2')",0.0
33833,AAL,2018 q2,2030,0.6734764172000494,"Duane T. Pfennigwerth, CFA",0.3377549562528054,male,EVERCORE ISI,"('AAL', '2018 q2')",0.0
33834,ALK,2018 q2,2030,0.5761223110552136,"Duane T. Pfennigwerth, CFA",0.343071242928002,male,EVERCORE ISI,"('ALK', '2018 q2')",0.0
33835,DAL,2018 q2,2030,0.5644722453839474,"Duane T. Pfennigwerth, CFA",0.2804470807467444,male,EVERCORE ISI,"('DAL', '2018 q2')",0.014879352413117886
33836,LUV,2018 q2,2030,0.5373372371939276,"Duane T. Pfennigwerth, CFA",0.2126585990615047,male,EVERCORE ISI,"('LUV', '2018 q2')",0.0
33837,AAL,2018 q2,2030,0.6734764172000494,Ms. Helane R. Becker,0.6606401639493998,female,Cowen and Company,"('AAL', '2018 q2')",0.0
33838,ALK,2018 q2,2030,0.5761223110552136,Ms. Helane R. Becker,0.6860900161621112,female,Cowen and Company,"('ALK', '2018 q2')",0.0
33839,DAL,2018 q2,2030,0.5644722453839474,Ms. Helane R. Becker,0.5717765136015581,female,Cowen and Company,"('DAL', '2018 q2')",0.0
33840,FDX,2018 q2,2030,0.6497813536018056,Ms. Helane R. Becker,0.3231690520353821,female,Cowen and Company,"('FDX', '2018 q2')",0.008569501340389252
33841,LUV,2018 q2,2030,0.5373372371939276,Ms. Helane R. Becker,0.6532386640050827,female,Cowen and Company,"('LUV', '2018 q2')",0.005420565139502287
33842,AAL,2018 q2,2030,0.6734764172000494,Michael J. Linenberg,0.9555245904019396,male,Deutsche Bank,"('AAL', '2018 q2')",0.0
33843,ALK,2018 q2,2030,0.5761223110552136,Michael J. Linenberg,0.7163215364419578,male,Deutsche Bank,"('ALK', '2018 q2')",0.0
33844,DAL,2018 q2,2030,0.5644722453839474,Michael J. Linenberg,0.9576357898115072,male,Deutsche Bank,"('DAL', '2018 q2')",0.0
33845,LUV,2018 q2,2030,0.5373372371939276,Michael J. Linenberg,0.3476197552218094,male,Deutsche Bank,"('LUV', '2018 q2')",0.0
33846,AAL,2018 q2,2030,0.6734764172000494,Mr. Jack L. Atkins,0.2633025123462504,male,Stephens Inc.,"('AAL', '2018 q2')",0.0
33847,CHRW,2018 q2,2030,0.6408405379021878,Mr. Jack L. Atkins,0.356023554695474,male,Stephens Inc.,"('CHRW', '2018 q2')",0.05754691734910011
33848,DAL,2018 q2,2030,0.5644722453839474,Mr. Jack L. Atkins,0.2189088984546806,male,Stephens Inc.,"('DAL', '2018 q2')",0.0
33849,EXPD,2018 q2,2030,0.6926723660012559,Mr. Jack L. Atkins,0.3029904221207749,male,Stephens Inc.,"('EXPD', '2018 q2')",0.0
33850,FDX,2018 q2,2030,0.6497813536018056,Mr. Jack L. Atkins,0.5388195232259428,male,Stephens Inc.,"('FDX', '2018 q2')",0.0
33851,LUV,2018 q2,2030,0.5373372371939276,Mr. Jack L. Atkins,0.2309115101286528,male,Stephens Inc.,"('LUV', '2018 q2')",0.0
33852,UPS,2018 q2,2030,0.6702492181815225,Mr. Jack L. Atkins,0.642352471863191,male,Stephens Inc.,"('UPS', '2018 q2')",0.0
33853,AAL,2018 q2,2030,0.6734764172000494,Eric Beinstein,0.886510375923784,male,JPMorgan Econ & FI,"('AAL', '2018 q2')",0.04146602749824524
33854,ALK,2018 q2,2030,0.5761223110552136,Mr. Michael W. Derchin,0.2331045637395101,male,"Imperial Capital, LLC","('ALK', '2018 q2')",0.0
33855,DAL,2018 q2,2030,0.5644722453839474,Mr. Michael W. Derchin,0.2142546399912482,male,"Imperial Capital, LLC","('DAL', '2018 q2')",0.0
33856,LUV,2018 q2,2030,0.5373372371939276,Mr. Michael W. Derchin,0.1611099004585382,male,"Imperial Capital, LLC","('LUV', '2018 q2')",0.0
33857,ALK,2018 q2,2030,0.5761223110552136,"Daniel J. McKenzie, CFA",0.3787390949899926,male,The Buckingham Research Group,"('ALK', '2018 q2')",0.027681748382747173
33858,DAL,2018 q2,2030,0.5644722453839474,"Daniel J. McKenzie, CFA",0.2389456978482728,male,The Buckingham Research Group,"('DAL', '2018 q2')",0.02116512507200241
33859,LUV,2018 q2,2030,0.5373372371939276,"Daniel J. McKenzie, CFA",0.1509786738407924,male,The Buckingham Research Group,"('LUV', '2018 q2')",0.004497917058567206
33860,CHRW,2018 q2,2030,0.6408405379021878,Mr. Ken S. Hoexter,0.2573461655116025,male,BofA Global Research,"('CHRW', '2018 q2')",0.0
33861,CSX,2018 q2,2030,0.5247469164952412,Mr. Ken S. Hoexter,0.1463429727519418,male,BofA Global Research,"('CSX', '2018 q2')",0.0
33862,FDX,2018 q2,2030,0.6497813536018056,Mr. Ken S. Hoexter,0.2427743045844987,male,BofA Global Research,"('FDX', '2018 q2')",0.0
33863,JBHT,2018 q2,2030,0.7400324576524623,Mr. Ken S. Hoexter,0.3686700878387715,male,BofA Global Research,"('JBHT', '2018 q2')",0.0
33864,KSU,2018 q2,2030,0.375337845234596,Mr. Ken S. Hoexter,0.2497631964582516,male,BofA Global Research,"('KSU', '2018 q2')",0.0
33865,NSC,2018 q2,2030,0.4896604914303284,Mr. Ken S. Hoexter,0.2963731890345407,male,BofA Global Research,"('NSC', '2018 q2')",0.0
33866,UNP,2018 q2,2030,0.6751412651433004,Mr. Ken S. Hoexter,0.4873703899573159,male,BofA Global Research,"('UNP', '2018 q2')",0.01666666753590107
33867,UPS,2018 q2,2030,0.6702492181815225,Mr. Ken S. Hoexter,0.4378234576835184,male,BofA Global Research,"('UPS', '2018 q2')",0.028827963396906853
33868,CHRW,2018 q2,2030,0.6408405379021878,Mr. Amit Mehrotra,0.8944533530518576,male,Deutsche Bank,"('CHRW', '2018 q2')",0.0
33869,CSX,2018 q2,2030,0.5247469164952412,Mr. Amit Mehrotra,0.9150564730212308,male,Deutsche Bank,"('CSX', '2018 q2')",0.0
33870,JBHT,2018 q2,2030,0.7400324576524623,Mr. Amit Mehrotra,0.9311566891459138,male,Deutsche Bank,"('JBHT', '2018 q2')",0.0
33871,ODFL,2018 q2,2030,0.7156315404123574,Mr. Amit Mehrotra,0.9381916618746404,male,Deutsche Bank,"('ODFL', '2018 q2')",0.0
33872,UNP,2018 q2,2030,0.6751412651433004,Mr. Amit Mehrotra,0.9458299841760486,male,Deutsche Bank,"('UNP', '2018 q2')",0.0
33873,CHRW,2018 q2,2030,0.6408405379021878,Ms. Allison M. Landry,0.273206396915355,female,Credit Suisse,"('CHRW', '2018 q2')",0.0
33874,CSX,2018 q2,2030,0.5247469164952412,Ms. Allison M. Landry,0.2364722518481358,female,Credit Suisse,"('CSX', '2018 q2')",0.0
33875,EXPD,2018 q2,2030,0.6926723660012559,Ms. Allison M. Landry,0.4152677322314796,female,Credit Suisse,"('EXPD', '2018 q2')",0.0
33876,FDX,2018 q2,2030,0.6497813536018056,Ms. Allison M. Landry,0.4397001402240796,female,Credit Suisse,"('FDX', '2018 q2')",0.0
33877,KSU,2018 q2,2030,0.375337845234596,Ms. Allison M. Landry,0.2504052321119492,female,Credit Suisse,"('KSU', '2018 q2')",0.0
33878,NSC,2018 q2,2030,0.4896604914303284,Ms. Allison M. Landry,0.1933809151525007,female,Credit Suisse,"('NSC', '2018 q2')",0.0
33879,ODFL,2018 q2,2030,0.7156315404123574,Ms. Allison M. Landry,0.511140068224201,female,Credit Suisse,"('ODFL', '2018 q2')",0.0
33880,UNP,2018 q2,2030,0.6751412651433004,Ms. Allison M. Landry,0.3755202544364686,female,Credit Suisse,"('UNP', '2018 q2')",0.0
33881,UPS,2018 q2,2030,0.6702492181815225,Ms. Allison M. Landry,0.452006057630844,female,Credit Suisse,"('UPS', '2018 q2')",0.014425428584218025
33882,CHRW,2018 q2,2030,0.6408405379021878,Mr. Brandon R. Oglenski,0.2947728125794245,male,Barclays,"('CHRW', '2018 q2')",0.0
33883,CSX,2018 q2,2030,0.5247469164952412,Mr. Brandon R. Oglenski,0.6588236672031564,male,Barclays,"('CSX', '2018 q2')",0.0
33884,FDX,2018 q2,2030,0.6497813536018056,Mr. Brandon R. Oglenski,0.7640241369129708,male,Barclays,"('FDX', '2018 q2')",0.0
33885,CHRW,2018 q2,2030,0.6408405379021878,Mr. Jason H. Seidl,0.5322504515897016,male,Cowen and Company,"('CHRW', '2018 q2')",0.0
33886,CSX,2018 q2,2030,0.5247469164952412,Mr. Jason H. Seidl,0.6541950029844783,male,Cowen and Company,"('CSX', '2018 q2')",0.0
33887,EXPD,2018 q2,2030,0.6926723660012559,Mr. Jason H. Seidl,0.6172132542126513,male,Cowen and Company,"('EXPD', '2018 q2')",0.0
33888,JBHT,2018 q2,2030,0.7400324576524623,Mr. Jason H. Seidl,0.6448980457686414,male,Cowen and Company,"('JBHT', '2018 q2')",0.0
33889,NSC,2018 q2,2030,0.4896604914303284,Mr. Jason H. Seidl,0.6120686645539576,male,Cowen and Company,"('NSC', '2018 q2')",0.0
33890,ODFL,2018 q2,2030,0.7156315404123574,Mr. Jason H. Seidl,0.7876484699397758,male,Cowen and Company,"('ODFL', '2018 q2')",0.0
33891,UNP,2018 q2,2030,0.6751412651433004,Mr. Jason H. Seidl,0.6189751976500943,male,Cowen and Company,"('UNP', '2018 q2')",0.005795813165605068
33892,CHRW,2018 q2,2030,0.6408405379021878,Mr. Scott H. Group,0.2411181275276148,male,Wolfe Research,"('CHRW', '2018 q2')",0.0
33893,CSX,2018 q2,2030,0.5247469164952412,Mr. Scott H. Group,0.1401273140922297,male,Wolfe Research,"('CSX', '2018 q2')",0.0
33894,EXPD,2018 q2,2030,0.6926723660012559,Mr. Scott H. Group,0.3383391474778003,male,Wolfe Research,"('EXPD', '2018 q2')",0.0
33895,FDX,2018 q2,2030,0.6497813536018056,Mr. Scott H. Group,0.237936658403037,male,Wolfe Research,"('FDX', '2018 q2')",0.0
33896,JBHT,2018 q2,2030,0.7400324576524623,Mr. Scott H. Group,0.4071442088079663,male,Wolfe Research,"('JBHT', '2018 q2')",0.0
33897,KSU,2018 q2,2030,0.375337845234596,Mr. Scott H. Group,0.1868433107050718,male,Wolfe Research,"('KSU', '2018 q2')",0.0
33898,NSC,2018 q2,2030,0.4896604914303284,Mr. Scott H. Group,0.1827165757599183,male,Wolfe Research,"('NSC', '2018 q2')",0.0
33899,ODFL,2018 q2,2030,0.7156315404123574,Mr. Scott H. Group,0.3973590806800079,male,Wolfe Research,"('ODFL', '2018 q2')",0.0
33900,UNP,2018 q2,2030,0.6751412651433004,Mr. Scott H. Group,0.2317814069642683,male,Wolfe Research,"('UNP', '2018 q2')",0.0
33901,UPS,2018 q2,2030,0.6702492181815225,Mr. Scott H. Group,0.3184968641643818,male,Wolfe Research,"('UPS', '2018 q2')",0.0
33902,CHRW,2018 q2,2030,0.6408405379021878,SADIF Research,0.982627870632351,Not a person,Sadif Analytics Prime,"('CHRW', '2018 q2')",0.9174221754074097
33903,EXPD,2018 q2,2030,0.6926723660012559,SADIF Research,0.9414300700987628,Not a person,Sadif Analytics Prime,"('EXPD', '2018 q2')",0.9102584719657898
33904,JBHT,2018 q2,2030,0.7400324576524623,SADIF Research,0.9049534461641292,Not a person,Sadif Analytics Prime,"('JBHT', '2018 q2')",0.897049605846405
33905,LUV,2018 q2,2030,0.5373372371939276,SADIF Research,0.996626453033572,Not a person,Sadif Analytics Prime,"('LUV', '2018 q2')",0.9782265424728394
33906,UNP,2018 q2,2030,0.6751412651433004,SADIF Research,0.9311452961349348,Not a person,Sadif Analytics Prime,"('UNP', '2018 q2')",0.9169360399246216
33907,CHRW,2018 q2,2030,0.6408405379021878,Bascome Majors,0.4193599852677975,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2018 q2')",0.0
33908,EXPD,2018 q2,2030,0.6926723660012559,Bascome Majors,0.7930714267845855,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2018 q2')",0.0
33909,FDX,2018 q2,2030,0.6497813536018056,Bascome Majors,0.7253565499885839,Not a person,Susquehanna Financial Group LLLP,"('FDX', '2018 q2')",0.0
33910,UPS,2018 q2,2030,0.6702492181815225,Bascome Majors,0.7314551117350941,Not a person,Susquehanna Financial Group LLLP,"('UPS', '2018 q2')",0.0
33911,CHRW,2018 q2,2030,0.6408405379021878,Ravi Shanker,0.4115137641354123,male,Morgan Stanley,"('CHRW', '2018 q2')",0.0
33912,CSX,2018 q2,2030,0.5247469164952412,Ravi Shanker,0.3422597515507492,male,Morgan Stanley,"('CSX', '2018 q2')",0.0
33913,FDX,2018 q2,2030,0.6497813536018056,Ravi Shanker,0.5294253982423566,male,Morgan Stanley,"('FDX', '2018 q2')",0.0
33914,KSU,2018 q2,2030,0.375337845234596,Ravi Shanker,0.3369414161007642,male,Morgan Stanley,"('KSU', '2018 q2')",0.0
33915,UNP,2018 q2,2030,0.6751412651433004,Ravi Shanker,0.3737520623247914,male,Morgan Stanley,"('UNP', '2018 q2')",0.0
33916,CHRW,2018 q2,2030,0.6408405379021878,"Matthew J. Young, CFA, CFA",0.4324387649570768,male,"Morningstar, Inc.","('CHRW', '2018 q2')",0.0
33917,EXPD,2018 q2,2030,0.6926723660012559,"Matthew J. Young, CFA, CFA",0.5285667110232265,male,"Morningstar, Inc.","('EXPD', '2018 q2')",0.0
33918,JBHT,2018 q2,2030,0.7400324576524623,"Matthew J. Young, CFA, CFA",0.4492005245417801,male,"Morningstar, Inc.","('JBHT', '2018 q2')",0.0
33919,ODFL,2018 q2,2030,0.7156315404123574,"Matthew J. Young, CFA, CFA",0.5462829468780308,male,"Morningstar, Inc.","('ODFL', '2018 q2')",0.0
33920,CSX,2018 q2,2030,0.5247469164952412,Justin T. Long,0.1642326644005385,male,Stephens Inc.,"('CSX', '2018 q2')",0.0
33921,NSC,2018 q2,2030,0.4896604914303284,Justin T. Long,0.1368415696270826,male,Stephens Inc.,"('NSC', '2018 q2')",0.0
33922,UNP,2018 q2,2030,0.6751412651433004,Justin T. Long,0.2739547831574035,male,Stephens Inc.,"('UNP', '2018 q2')",0.0
33923,CSX,2018 q2,2030,0.5247469164952412,"Turan Quettawala, MBA",0.2037300180193536,male,Scotiabank GBM,"('CSX', '2018 q2')",0.0
33924,NSC,2018 q2,2030,0.4896604914303284,"Turan Quettawala, MBA",0.2216182713057252,male,Scotiabank GBM,"('NSC', '2018 q2')",0.0
33925,UNP,2018 q2,2030,0.6751412651433004,"Turan Quettawala, MBA",0.2513616167403902,male,Scotiabank GBM,"('UNP', '2018 q2')",0.0
33926,CSX,2018 q2,2030,0.5247469164952412,"Walter N. Spracklin, CFA",0.1454610373575433,male,RBC Capital Markets,"('CSX', '2018 q2')",0.0
33927,NSC,2018 q2,2030,0.4896604914303284,"Walter N. Spracklin, CFA",0.7346372369936268,male,RBC Capital Markets,"('NSC', '2018 q2')",0.03333333507180214
33928,UNP,2018 q2,2030,0.6751412651433004,"Walter N. Spracklin, CFA",0.6656878852507621,male,RBC Capital Markets,"('UNP', '2018 q2')",0.03333333507180214
33929,CSX,2018 q2,2030,0.5247469164952412,Mr. Keith Schoonmaker,0.3614087401106545,male,"Morningstar, Inc.","('CSX', '2018 q2')",0.0
33930,NSC,2018 q2,2030,0.4896604914303284,Mr. Keith Schoonmaker,0.3986494243563995,male,"Morningstar, Inc.","('NSC', '2018 q2')",0.0
33931,UPS,2018 q2,2030,0.6702492181815225,Mr. Keith Schoonmaker,0.652463772289647,male,"Morningstar, Inc.","('UPS', '2018 q2')",0.0
33932,FDX,2018 q2,2030,0.6497813536018056,Analyst Desk TeleTrade,0.6437727558125644,Not a person,Teletrade-DJ International Consulting Ltd,"('FDX', '2018 q2')",0.035602275282144547
33933,FDX,2018 q2,2030,0.6497813536018056,Mr. Scott Schneeberger,0.3256554990075311,male,"Oppenheimer & Co., Inc.","('FDX', '2018 q2')",0.0
33934,JBHT,2018 q2,2030,0.7400324576524623,Mr. Christopher A. Jacobson,0.7397897496363707,male,Susquehanna Financial Group LLLP,"('JBHT', '2018 q2')",0.03333333507180214
33935,LUV,2018 q2,2030,0.5373372371939276,Ivan Feinseth,0.2882149125710364,male,Tigress Financial Partners,"('LUV', '2018 q2')",0.0
33936,ODFL,2018 q2,2030,0.7156315404123574,Ms. Ariel Rosa,0.4499945156081855,female,BofA Global Research,"('ODFL', '2018 q2')",0.0
33937,AAL,2018 q3,2030,0.5771851300734363,Mr. James A. Corridore,0.5664967999463537,male,CFRA Equity Research,"('AAL', '2018 q3')",0.0
33938,ALK,2018 q3,2030,0.6495018015911449,Mr. James A. Corridore,0.5694267319396404,male,CFRA Equity Research,"('ALK', '2018 q3')",0.0
33939,CHRW,2018 q3,2030,0.5787434728962617,Mr. James A. Corridore,0.6241801066443357,male,CFRA Equity Research,"('CHRW', '2018 q3')",0.0
33940,CSX,2018 q3,2030,0.3853663813611113,Mr. James A. Corridore,0.4299590530727587,male,CFRA Equity Research,"('CSX', '2018 q3')",0.0
33941,DAL,2018 q3,2030,0.5688104659730621,Mr. James A. Corridore,0.5324493661155942,male,CFRA Equity Research,"('DAL', '2018 q3')",0.0
33942,EXPD,2018 q3,2030,0.6793569363416687,Mr. James A. Corridore,0.5840067442756349,male,CFRA Equity Research,"('EXPD', '2018 q3')",0.0
33943,FDX,2018 q3,2030,0.5941042638513874,Mr. James A. Corridore,0.6156614659542478,male,CFRA Equity Research,"('FDX', '2018 q3')",0.0
33944,JBHT,2018 q3,2030,0.5279222558426768,Mr. James A. Corridore,0.4823264497597704,male,CFRA Equity Research,"('JBHT', '2018 q3')",0.0
33945,KSU,2018 q3,2030,0.5957792404034399,Mr. James A. Corridore,0.4854172969491571,male,CFRA Equity Research,"('KSU', '2018 q3')",0.0
33946,LUV,2018 q3,2030,0.6060910503635266,Mr. James A. Corridore,0.5145770895008988,male,CFRA Equity Research,"('LUV', '2018 q3')",0.0
33947,NSC,2018 q3,2030,0.5774656331239995,Mr. James A. Corridore,0.5196056934411296,male,CFRA Equity Research,"('NSC', '2018 q3')",0.0
33948,ODFL,2018 q3,2030,0.7169668381737804,Mr. James A. Corridore,0.6600083630912297,male,CFRA Equity Research,"('ODFL', '2018 q3')",0.0
33949,UAL,2018 q3,2030,0.3853351020539706,Mr. James A. Corridore,0.513251007695746,male,CFRA Equity Research,"('UAL', '2018 q3')",0.0
33950,UNP,2018 q3,2030,0.6581042944810193,Mr. James A. Corridore,0.5556875116360501,male,CFRA Equity Research,"('UNP', '2018 q3')",0.0
33951,UPS,2018 q3,2030,0.7000750717636297,Mr. James A. Corridore,0.7259042204374515,male,CFRA Equity Research,"('UPS', '2018 q3')",0.0
33952,AAL,2018 q3,2030,0.5771851300734363,"Daniel J. McKenzie, CFA",0.2031626690723284,male,The Buckingham Research Group,"('AAL', '2018 q3')",0.013486314099282026
33953,ALK,2018 q3,2030,0.6495018015911449,"Daniel J. McKenzie, CFA",0.2278689962148524,male,The Buckingham Research Group,"('ALK', '2018 q3')",0.019070595502853394
33954,DAL,2018 q3,2030,0.5688104659730621,"Daniel J. McKenzie, CFA",0.1875364469451271,male,The Buckingham Research Group,"('DAL', '2018 q3')",0.023542381823062897
33955,UAL,2018 q3,2030,0.3853351020539706,"Daniel J. McKenzie, CFA",0.2889448407590088,male,The Buckingham Research Group,"('UAL', '2018 q3')",0.0
33956,AAL,2018 q3,2030,0.5771851300734363,Mr. Michael W. Derchin,0.1469781897051642,male,"Imperial Capital, LLC","('AAL', '2018 q3')",0.0
33957,ALK,2018 q3,2030,0.6495018015911449,Mr. Michael W. Derchin,0.211038552671928,male,"Imperial Capital, LLC","('ALK', '2018 q3')",0.010372033342719078
33958,DAL,2018 q3,2030,0.5688104659730621,Mr. Michael W. Derchin,0.1897127819534396,male,"Imperial Capital, LLC","('DAL', '2018 q3')",0.0
33959,LUV,2018 q3,2030,0.6060910503635266,Mr. Michael W. Derchin,0.2106652480013056,male,"Imperial Capital, LLC","('LUV', '2018 q3')",0.0
33960,UAL,2018 q3,2030,0.3853351020539706,Mr. Michael W. Derchin,0.2267570351631306,male,"Imperial Capital, LLC","('UAL', '2018 q3')",0.015753908082842827
33961,AAL,2018 q3,2030,0.5771851300734363,Mr. Chris Higgins,0.3912559195135988,male,"Morningstar, Inc.","('AAL', '2018 q3')",0.0
33962,DAL,2018 q3,2030,0.5688104659730621,Mr. Chris Higgins,0.3962575467601145,male,"Morningstar, Inc.","('DAL', '2018 q3')",0.0
33963,AAL,2018 q3,2030,0.5771851300734363,Adam Hackel,0.1514380710222284,male,"Imperial Capital, LLC","('AAL', '2018 q3')",0.0
33964,ALK,2018 q3,2030,0.6495018015911449,Adam Hackel,0.2122786568469853,male,"Imperial Capital, LLC","('ALK', '2018 q3')",0.0
33965,DAL,2018 q3,2030,0.5688104659730621,Adam Hackel,0.1896075727908899,male,"Imperial Capital, LLC","('DAL', '2018 q3')",0.0
33966,LUV,2018 q3,2030,0.6060910503635266,Adam Hackel,0.2136591666750426,male,"Imperial Capital, LLC","('LUV', '2018 q3')",0.0
33967,AAL,2018 q3,2030,0.5771851300734363,Ms. Helane R. Becker,0.6224334069402481,female,Cowen and Company,"('AAL', '2018 q3')",0.0
33968,ALK,2018 q3,2030,0.6495018015911449,Ms. Helane R. Becker,0.6890313994377899,female,Cowen and Company,"('ALK', '2018 q3')",0.0
33969,DAL,2018 q3,2030,0.5688104659730621,Ms. Helane R. Becker,0.5106265276209446,female,Cowen and Company,"('DAL', '2018 q3')",0.0
33970,FDX,2018 q3,2030,0.5941042638513874,Ms. Helane R. Becker,0.2179762258692088,female,Cowen and Company,"('FDX', '2018 q3')",0.010292068123817444
33971,LUV,2018 q3,2030,0.6060910503635266,Ms. Helane R. Becker,0.5608352182515992,female,Cowen and Company,"('LUV', '2018 q3')",0.0
33972,UPS,2018 q3,2030,0.7000750717636297,Ms. Helane R. Becker,0.5409487542370186,female,Cowen and Company,"('UPS', '2018 q3')",0.0
33973,AAL,2018 q3,2030,0.5771851300734363,Danny Goode,0.2671144651669199,male,"Morningstar, Inc.","('AAL', '2018 q3')",0.0
33974,DAL,2018 q3,2030,0.5688104659730621,Danny Goode,0.3089237574522712,male,"Morningstar, Inc.","('DAL', '2018 q3')",0.0
33975,LUV,2018 q3,2030,0.6060910503635266,Danny Goode,0.4667493917911599,male,"Morningstar, Inc.","('LUV', '2018 q3')",0.0
33976,UAL,2018 q3,2030,0.3853351020539706,Danny Goode,0.329502610978467,male,"Morningstar, Inc.","('UAL', '2018 q3')",0.0
33977,AAL,2018 q3,2030,0.5771851300734363,Michael J. Linenberg,0.8183659680752203,male,Deutsche Bank,"('AAL', '2018 q3')",0.0
33978,ALK,2018 q3,2030,0.6495018015911449,Michael J. Linenberg,0.755010762960742,male,Deutsche Bank,"('ALK', '2018 q3')",0.0
33979,DAL,2018 q3,2030,0.5688104659730621,Michael J. Linenberg,0.3155525657758524,male,Deutsche Bank,"('DAL', '2018 q3')",0.0
33980,LUV,2018 q3,2030,0.6060910503635266,Michael J. Linenberg,0.8252407682875514,male,Deutsche Bank,"('LUV', '2018 q3')",0.0
33981,AAL,2018 q3,2030,0.5771851300734363,"Duane T. Pfennigwerth, CFA",0.2602308822037021,male,EVERCORE ISI,"('AAL', '2018 q3')",0.0
33982,ALK,2018 q3,2030,0.6495018015911449,"Duane T. Pfennigwerth, CFA",0.3727294086828221,male,EVERCORE ISI,"('ALK', '2018 q3')",0.0
33983,DAL,2018 q3,2030,0.5688104659730621,"Duane T. Pfennigwerth, CFA",0.3076558438034413,male,EVERCORE ISI,"('DAL', '2018 q3')",0.0
33984,LUV,2018 q3,2030,0.6060910503635266,"Duane T. Pfennigwerth, CFA",0.5474600204482889,male,EVERCORE ISI,"('LUV', '2018 q3')",0.0
33985,AAL,2018 q3,2030,0.5771851300734363,Mr. Jack L. Atkins,0.2897332414294645,male,Stephens Inc.,"('AAL', '2018 q3')",0.0
33986,CHRW,2018 q3,2030,0.5787434728962617,Mr. Jack L. Atkins,0.2314293630846647,male,Stephens Inc.,"('CHRW', '2018 q3')",0.0
33987,DAL,2018 q3,2030,0.5688104659730621,Mr. Jack L. Atkins,0.2702070655566879,male,Stephens Inc.,"('DAL', '2018 q3')",0.0
33988,EXPD,2018 q3,2030,0.6793569363416687,Mr. Jack L. Atkins,0.3083247300937203,male,Stephens Inc.,"('EXPD', '2018 q3')",0.0
33989,FDX,2018 q3,2030,0.5941042638513874,Mr. Jack L. Atkins,0.4621676969900515,male,Stephens Inc.,"('FDX', '2018 q3')",0.0
33990,LUV,2018 q3,2030,0.6060910503635266,Mr. Jack L. Atkins,0.2399562270413221,male,Stephens Inc.,"('LUV', '2018 q3')",0.0
33991,UPS,2018 q3,2030,0.7000750717636297,Mr. Jack L. Atkins,0.4008551731543072,male,Stephens Inc.,"('UPS', '2018 q3')",0.0
33992,AAL,2018 q3,2030,0.5771851300734363,"Andrew G. Didora, CFA",0.4352951525061844,male,BofA Global Research,"('AAL', '2018 q3')",0.0
33993,ALK,2018 q3,2030,0.6495018015911449,"Andrew G. Didora, CFA",0.5361312760687513,male,BofA Global Research,"('ALK', '2018 q3')",0.0
33994,DAL,2018 q3,2030,0.5688104659730621,"Andrew G. Didora, CFA",0.7021885134209719,male,BofA Global Research,"('DAL', '2018 q3')",0.03333333507180214
33995,LUV,2018 q3,2030,0.6060910503635266,"Andrew G. Didora, CFA",0.5470005419699839,male,BofA Global Research,"('LUV', '2018 q3')",0.037956768181174994
33996,AAL,2018 q3,2030,0.5771851300734363,Eric Beinstein,0.8591386447758688,male,JPMorgan Econ & FI,"('AAL', '2018 q3')",0.0528472438454628
33997,ALK,2018 q3,2030,0.6495018015911449,SADIF Research,0.9796521151354796,Not a person,Sadif Analytics Prime,"('ALK', '2018 q3')",0.9481109976768494
33998,DAL,2018 q3,2030,0.5688104659730621,SADIF Research,0.9854293988351452,Not a person,Sadif Analytics Prime,"('DAL', '2018 q3')",0.9694744944572449
33999,EXPD,2018 q3,2030,0.6793569363416687,SADIF Research,0.9210421994505884,Not a person,Sadif Analytics Prime,"('EXPD', '2018 q3')",0.9125203192234039
34000,KSU,2018 q3,2030,0.5957792404034399,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KSU', '2018 q3')",0.9778178334236145
34001,ODFL,2018 q3,2030,0.7169668381737804,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ODFL', '2018 q3')",0.9701035618782043
34002,ALK,2018 q3,2030,0.6495018015911449,Hunter K. Keay,0.480744443271216,male,Wolfe Research,"('ALK', '2018 q3')",0.0
34003,DAL,2018 q3,2030,0.5688104659730621,Hunter K. Keay,0.3676805351305083,male,Wolfe Research,"('DAL', '2018 q3')",0.0
34004,LUV,2018 q3,2030,0.6060910503635266,Hunter K. Keay,0.4967172782510097,male,Wolfe Research,"('LUV', '2018 q3')",0.0
34005,CHRW,2018 q3,2030,0.5787434728962617,Ravi Shanker,0.5836056116664817,male,Morgan Stanley,"('CHRW', '2018 q3')",0.0
34006,CSX,2018 q3,2030,0.3853663813611113,Ravi Shanker,0.3638647358153831,male,Morgan Stanley,"('CSX', '2018 q3')",0.0
34007,FDX,2018 q3,2030,0.5941042638513874,Ravi Shanker,0.5015923065217144,male,Morgan Stanley,"('FDX', '2018 q3')",0.0
34008,KSU,2018 q3,2030,0.5957792404034399,Ravi Shanker,0.4101975567438281,male,Morgan Stanley,"('KSU', '2018 q3')",0.0
34009,ODFL,2018 q3,2030,0.7169668381737804,Ravi Shanker,0.5467047011000961,male,Morgan Stanley,"('ODFL', '2018 q3')",0.0
34010,CHRW,2018 q3,2030,0.5787434728962617,"Matthew J. Young, CFA, CFA",0.442191985312172,male,"Morningstar, Inc.","('CHRW', '2018 q3')",0.0
34011,EXPD,2018 q3,2030,0.6793569363416687,"Matthew J. Young, CFA, CFA",0.7173743200155241,male,"Morningstar, Inc.","('EXPD', '2018 q3')",0.03333333507180214
34012,JBHT,2018 q3,2030,0.5279222558426768,"Matthew J. Young, CFA, CFA",0.3675093691697148,male,"Morningstar, Inc.","('JBHT', '2018 q3')",0.0
34013,CHRW,2018 q3,2030,0.5787434728962617,Mr. Scott H. Group,0.2099844947130039,male,Wolfe Research,"('CHRW', '2018 q3')",0.0
34014,CSX,2018 q3,2030,0.3853663813611113,Mr. Scott H. Group,0.1181329225598061,male,Wolfe Research,"('CSX', '2018 q3')",0.0
34015,EXPD,2018 q3,2030,0.6793569363416687,Mr. Scott H. Group,0.3374289805000591,male,Wolfe Research,"('EXPD', '2018 q3')",0.0
34016,FDX,2018 q3,2030,0.5941042638513874,Mr. Scott H. Group,0.1499018908550076,male,Wolfe Research,"('FDX', '2018 q3')",0.0
34017,JBHT,2018 q3,2030,0.5279222558426768,Mr. Scott H. Group,0.2165222474120658,male,Wolfe Research,"('JBHT', '2018 q3')",0.0
34018,NSC,2018 q3,2030,0.5774656331239995,Mr. Scott H. Group,0.2097805863368906,male,Wolfe Research,"('NSC', '2018 q3')",0.0
34019,ODFL,2018 q3,2030,0.7169668381737804,Mr. Scott H. Group,0.4616291569260132,male,Wolfe Research,"('ODFL', '2018 q3')",0.01666666753590107
34020,UNP,2018 q3,2030,0.6581042944810193,Mr. Scott H. Group,0.3363948433885856,male,Wolfe Research,"('UNP', '2018 q3')",0.0
34021,UPS,2018 q3,2030,0.7000750717636297,Mr. Scott H. Group,0.3451364319811127,male,Wolfe Research,"('UPS', '2018 q3')",0.0
34022,CHRW,2018 q3,2030,0.5787434728962617,Mr. Jason H. Seidl,0.602710014021281,male,Cowen and Company,"('CHRW', '2018 q3')",0.0
34023,CSX,2018 q3,2030,0.3853663813611113,Mr. Jason H. Seidl,0.5387679317839498,male,Cowen and Company,"('CSX', '2018 q3')",0.0
34024,EXPD,2018 q3,2030,0.6793569363416687,Mr. Jason H. Seidl,0.6079502451647011,male,Cowen and Company,"('EXPD', '2018 q3')",0.0
34025,JBHT,2018 q3,2030,0.5279222558426768,Mr. Jason H. Seidl,0.5556231006011668,male,Cowen and Company,"('JBHT', '2018 q3')",0.0
34026,KSU,2018 q3,2030,0.5957792404034399,Mr. Jason H. Seidl,0.6010746084676271,male,Cowen and Company,"('KSU', '2018 q3')",0.0
34027,NSC,2018 q3,2030,0.5774656331239995,Mr. Jason H. Seidl,0.632613397236972,male,Cowen and Company,"('NSC', '2018 q3')",0.0
34028,ODFL,2018 q3,2030,0.7169668381737804,Mr. Jason H. Seidl,0.5977247767937084,male,Cowen and Company,"('ODFL', '2018 q3')",0.0
34029,UNP,2018 q3,2030,0.6581042944810193,Mr. Jason H. Seidl,0.5582916642929941,male,Cowen and Company,"('UNP', '2018 q3')",0.0
34030,CHRW,2018 q3,2030,0.5787434728962617,Bascome Majors,0.383038002640533,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2018 q3')",0.012314632534980774
34031,EXPD,2018 q3,2030,0.6793569363416687,Bascome Majors,0.7809042695074216,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2018 q3')",0.0
34032,UPS,2018 q3,2030,0.7000750717636297,Bascome Majors,0.8674298894917379,Not a person,Susquehanna Financial Group LLLP,"('UPS', '2018 q3')",0.0
34033,CHRW,2018 q3,2030,0.5787434728962617,Mr. Ken S. Hoexter,0.2803143345552294,male,BofA Global Research,"('CHRW', '2018 q3')",0.0
34034,CSX,2018 q3,2030,0.3853663813611113,Mr. Ken S. Hoexter,0.1337221754408654,male,BofA Global Research,"('CSX', '2018 q3')",0.0
34035,FDX,2018 q3,2030,0.5941042638513874,Mr. Ken S. Hoexter,0.2223626402395715,male,BofA Global Research,"('FDX', '2018 q3')",0.0
34036,JBHT,2018 q3,2030,0.5279222558426768,Mr. Ken S. Hoexter,0.2083006750630748,male,BofA Global Research,"('JBHT', '2018 q3')",0.0
34037,KSU,2018 q3,2030,0.5957792404034399,Mr. Ken S. Hoexter,0.2512069994866436,male,BofA Global Research,"('KSU', '2018 q3')",0.0
34038,NSC,2018 q3,2030,0.5774656331239995,Mr. Ken S. Hoexter,0.3329015371585104,male,BofA Global Research,"('NSC', '2018 q3')",0.01666666753590107
34039,UNP,2018 q3,2030,0.6581042944810193,Mr. Ken S. Hoexter,0.3757005389944689,male,BofA Global Research,"('UNP', '2018 q3')",0.006152716775735219
34040,CHRW,2018 q3,2030,0.5787434728962617,Mr. Amit Mehrotra,0.8725719397414056,male,Deutsche Bank,"('CHRW', '2018 q3')",0.0
34041,FDX,2018 q3,2030,0.5941042638513874,Mr. Amit Mehrotra,0.8226599513281092,male,Deutsche Bank,"('FDX', '2018 q3')",0.0
34042,JBHT,2018 q3,2030,0.5279222558426768,Mr. Amit Mehrotra,0.893258431916636,male,Deutsche Bank,"('JBHT', '2018 q3')",0.0
34043,KSU,2018 q3,2030,0.5957792404034399,Mr. Amit Mehrotra,0.2140992108197138,male,Deutsche Bank,"('KSU', '2018 q3')",0.0
34044,NSC,2018 q3,2030,0.5774656331239995,Mr. Amit Mehrotra,0.9121653292637014,male,Deutsche Bank,"('NSC', '2018 q3')",0.0
34045,UNP,2018 q3,2030,0.6581042944810193,Mr. Amit Mehrotra,0.9228992527047528,male,Deutsche Bank,"('UNP', '2018 q3')",0.005000873003154993
34046,UPS,2018 q3,2030,0.7000750717636297,Mr. Amit Mehrotra,0.9147044091555638,male,Deutsche Bank,"('UPS', '2018 q3')",0.0
34047,CHRW,2018 q3,2030,0.5787434728962617,Mr. Scott Schneeberger,0.2037512898291882,male,"Oppenheimer & Co., Inc.","('CHRW', '2018 q3')",0.0
34048,FDX,2018 q3,2030,0.5941042638513874,Mr. Scott Schneeberger,0.2599978560195114,male,"Oppenheimer & Co., Inc.","('FDX', '2018 q3')",0.0
34049,UPS,2018 q3,2030,0.7000750717636297,Mr. Scott Schneeberger,0.3585503622311755,male,"Oppenheimer & Co., Inc.","('UPS', '2018 q3')",0.0
34050,CHRW,2018 q3,2030,0.5787434728962617,Ms. Allison M. Landry,0.2626053427934096,female,Credit Suisse,"('CHRW', '2018 q3')",0.01585390232503414
34051,CSX,2018 q3,2030,0.3853663813611113,Ms. Allison M. Landry,0.1797014058845734,female,Credit Suisse,"('CSX', '2018 q3')",0.0
34052,EXPD,2018 q3,2030,0.6793569363416687,Ms. Allison M. Landry,0.3374327445769645,female,Credit Suisse,"('EXPD', '2018 q3')",0.0
34053,FDX,2018 q3,2030,0.5941042638513874,Ms. Allison M. Landry,0.3104200559104553,female,Credit Suisse,"('FDX', '2018 q3')",0.0
34054,JBHT,2018 q3,2030,0.5279222558426768,Ms. Allison M. Landry,0.3664801264837112,female,Credit Suisse,"('JBHT', '2018 q3')",0.0
34055,KSU,2018 q3,2030,0.5957792404034399,Ms. Allison M. Landry,0.4397601215348076,female,Credit Suisse,"('KSU', '2018 q3')",0.0
34056,ODFL,2018 q3,2030,0.7169668381737804,Ms. Allison M. Landry,0.5758678164096138,female,Credit Suisse,"('ODFL', '2018 q3')",0.0
34057,UPS,2018 q3,2030,0.7000750717636297,Ms. Allison M. Landry,0.4827690081399061,female,Credit Suisse,"('UPS', '2018 q3')",0.0
34058,CSX,2018 q3,2030,0.3853663813611113,"Walter N. Spracklin, CFA",0.1377982813776604,male,RBC Capital Markets,"('CSX', '2018 q3')",0.0
34059,NSC,2018 q3,2030,0.5774656331239995,"Walter N. Spracklin, CFA",0.2589777526360377,male,RBC Capital Markets,"('NSC', '2018 q3')",0.0
34060,CSX,2018 q3,2030,0.3853663813611113,Justin T. Long,0.1880530704843712,male,Stephens Inc.,"('CSX', '2018 q3')",0.0
34061,KSU,2018 q3,2030,0.5957792404034399,Justin T. Long,0.278217552563415,male,Stephens Inc.,"('KSU', '2018 q3')",0.0
34062,UNP,2018 q3,2030,0.6581042944810193,Justin T. Long,0.3025229198518841,male,Stephens Inc.,"('UNP', '2018 q3')",0.0
34063,CSX,2018 q3,2030,0.3853663813611113,"Turan Quettawala, MBA",0.1911332078636935,male,Scotiabank GBM,"('CSX', '2018 q3')",0.0
34064,NSC,2018 q3,2030,0.5774656331239995,"Turan Quettawala, MBA",0.3014329049692627,male,Scotiabank GBM,"('NSC', '2018 q3')",0.0
34065,UNP,2018 q3,2030,0.6581042944810193,"Turan Quettawala, MBA",0.720567033347314,male,Scotiabank GBM,"('UNP', '2018 q3')",0.03333333507180214
34066,CSX,2018 q3,2030,0.3853663813611113,Mr. Keith Schoonmaker,0.4095087953901896,male,"Morningstar, Inc.","('CSX', '2018 q3')",0.0
34067,FDX,2018 q3,2030,0.5941042638513874,Mr. Keith Schoonmaker,0.6438552720592576,male,"Morningstar, Inc.","('FDX', '2018 q3')",0.0
34068,KSU,2018 q3,2030,0.5957792404034399,Mr. Keith Schoonmaker,0.4553131015683103,male,"Morningstar, Inc.","('KSU', '2018 q3')",0.0
34069,NSC,2018 q3,2030,0.5774656331239995,Mr. Keith Schoonmaker,0.4584518231599038,male,"Morningstar, Inc.","('NSC', '2018 q3')",0.0
34070,UNP,2018 q3,2030,0.6581042944810193,Mr. Keith Schoonmaker,0.5092073703686268,male,"Morningstar, Inc.","('UNP', '2018 q3')",0.0
34071,EXPD,2018 q3,2030,0.6793569363416687,Seldon Clarke,0.3112074659568098,male,Deutsche Bank,"('EXPD', '2018 q3')",0.0
34072,FDX,2018 q3,2030,0.5941042638513874,Analyst Desk TeleTrade,0.651167271970981,Not a person,Teletrade-DJ International Consulting Ltd,"('FDX', '2018 q3')",0.021540885791182518
34073,JBHT,2018 q3,2030,0.5279222558426768,Brad Delco,0.1571595365956618,male,Stephens Inc.,"('JBHT', '2018 q3')",0.0
34074,ODFL,2018 q3,2030,0.7169668381737804,Brad Delco,0.5405855525500061,male,Stephens Inc.,"('ODFL', '2018 q3')",0.0
34075,ODFL,2018 q3,2030,0.7169668381737804,Ms. Ariel Rosa,0.4057304964902689,female,BofA Global Research,"('ODFL', '2018 q3')",0.0
34076,AAL,2018 q4,2030,0.528278193315709,Michael J. Linenberg,0.8346879850988784,male,Deutsche Bank,"('AAL', '2018 q4')",0.0
34077,ALK,2018 q4,2030,0.6886851145839218,Michael J. Linenberg,0.8216839191128689,male,Deutsche Bank,"('ALK', '2018 q4')",0.0
34078,DAL,2018 q4,2030,0.5072128629131261,Michael J. Linenberg,0.6063851164231894,male,Deutsche Bank,"('DAL', '2018 q4')",0.0
34079,LUV,2018 q4,2030,0.6409658767849258,Michael J. Linenberg,0.8447315024030271,male,Deutsche Bank,"('LUV', '2018 q4')",0.0
34080,AAL,2018 q4,2030,0.528278193315709,"Andrew G. Didora, CFA",0.5060218288436232,male,BofA Global Research,"('AAL', '2018 q4')",0.022230006754398346
34081,ALK,2018 q4,2030,0.6886851145839218,"Andrew G. Didora, CFA",0.5331050492001821,male,BofA Global Research,"('ALK', '2018 q4')",0.0
34082,DAL,2018 q4,2030,0.5072128629131261,"Andrew G. Didora, CFA",0.364932606136166,male,BofA Global Research,"('DAL', '2018 q4')",0.0
34083,LUV,2018 q4,2030,0.6409658767849258,"Andrew G. Didora, CFA",0.556414886173175,male,BofA Global Research,"('LUV', '2018 q4')",0.02306981012225151
34084,UAL,2018 q4,2030,0.4535866029436571,"Andrew G. Didora, CFA",0.4540113715910725,male,BofA Global Research,"('UAL', '2018 q4')",0.02878917008638382
34085,AAL,2018 q4,2030,0.528278193315709,Danny Goode,0.3460431601929014,male,"Morningstar, Inc.","('AAL', '2018 q4')",0.0
34086,DAL,2018 q4,2030,0.5072128629131261,Danny Goode,0.3210850472687702,male,"Morningstar, Inc.","('DAL', '2018 q4')",0.0
34087,LUV,2018 q4,2030,0.6409658767849258,Danny Goode,0.4433616625731288,male,"Morningstar, Inc.","('LUV', '2018 q4')",0.0
34088,UAL,2018 q4,2030,0.4535866029436571,Danny Goode,0.4622884640054859,male,"Morningstar, Inc.","('UAL', '2018 q4')",0.0
34089,AAL,2018 q4,2030,0.528278193315709,Ms. Helane R. Becker,0.546908644223158,female,Cowen and Company,"('AAL', '2018 q4')",0.0
34090,ALK,2018 q4,2030,0.6886851145839218,Ms. Helane R. Becker,0.6424133359651624,female,Cowen and Company,"('ALK', '2018 q4')",0.0
34091,DAL,2018 q4,2030,0.5072128629131261,Ms. Helane R. Becker,0.4733086232106239,female,Cowen and Company,"('DAL', '2018 q4')",0.0
34092,FDX,2018 q4,2030,0.5837428112489046,Ms. Helane R. Becker,0.1786673394348207,female,Cowen and Company,"('FDX', '2018 q4')",0.005210392642766237
34093,LUV,2018 q4,2030,0.6409658767849258,Ms. Helane R. Becker,0.6873662698261132,female,Cowen and Company,"('LUV', '2018 q4')",0.0
34094,AAL,2018 q4,2030,0.528278193315709,Adam Hackel,0.1250144417803223,male,"Imperial Capital, LLC","('AAL', '2018 q4')",0.021033937111496925
34095,DAL,2018 q4,2030,0.5072128629131261,Adam Hackel,0.1447384945415403,male,"Imperial Capital, LLC","('DAL', '2018 q4')",0.0
34096,LUV,2018 q4,2030,0.6409658767849258,Adam Hackel,0.2256678167046281,male,"Imperial Capital, LLC","('LUV', '2018 q4')",0.0
34097,AAL,2018 q4,2030,0.528278193315709,Hunter K. Keay,0.6632555376200635,male,Wolfe Research,"('AAL', '2018 q4')",0.0
34098,ALK,2018 q4,2030,0.6886851145839218,Hunter K. Keay,0.3936175075880526,male,Wolfe Research,"('ALK', '2018 q4')",0.009013615548610687
34099,DAL,2018 q4,2030,0.5072128629131261,Hunter K. Keay,0.3425847881165424,male,Wolfe Research,"('DAL', '2018 q4')",0.009887800551950932
34100,AAL,2018 q4,2030,0.528278193315709,Mr. Jack L. Atkins,0.2193012049502051,male,Stephens Inc.,"('AAL', '2018 q4')",0.0
34101,CHRW,2018 q4,2030,0.6089690284792015,Mr. Jack L. Atkins,0.2013677897786634,male,Stephens Inc.,"('CHRW', '2018 q4')",0.0
34102,DAL,2018 q4,2030,0.5072128629131261,Mr. Jack L. Atkins,0.2642465666284886,male,Stephens Inc.,"('DAL', '2018 q4')",0.0
34103,EXPD,2018 q4,2030,0.563389756811591,Mr. Jack L. Atkins,0.2419481554934607,male,Stephens Inc.,"('EXPD', '2018 q4')",0.0
34104,FDX,2018 q4,2030,0.5837428112489046,Mr. Jack L. Atkins,0.5192896943391178,male,Stephens Inc.,"('FDX', '2018 q4')",0.0
34105,UAL,2018 q4,2030,0.4535866029436571,Mr. Jack L. Atkins,0.3679857799038982,male,Stephens Inc.,"('UAL', '2018 q4')",0.0
34106,UPS,2018 q4,2030,0.6403462512747384,Mr. Jack L. Atkins,0.5216645104497414,male,Stephens Inc.,"('UPS', '2018 q4')",0.0
34107,AAL,2018 q4,2030,0.528278193315709,"Daniel J. McKenzie, CFA",0.2732004819319818,male,The Buckingham Research Group,"('AAL', '2018 q4')",0.02191275544464588
34108,ALK,2018 q4,2030,0.6886851145839218,"Daniel J. McKenzie, CFA",0.2073499167512837,male,The Buckingham Research Group,"('ALK', '2018 q4')",0.0
34109,DAL,2018 q4,2030,0.5072128629131261,"Daniel J. McKenzie, CFA",0.1600673575929347,male,The Buckingham Research Group,"('DAL', '2018 q4')",0.03499580081552267
34110,LUV,2018 q4,2030,0.6409658767849258,"Daniel J. McKenzie, CFA",0.3111938695684245,male,The Buckingham Research Group,"('LUV', '2018 q4')",0.0
34111,AAL,2018 q4,2030,0.528278193315709,Mr. James A. Corridore,0.5453344464655406,male,CFRA Equity Research,"('AAL', '2018 q4')",0.0
34112,ALK,2018 q4,2030,0.6886851145839218,Mr. James A. Corridore,0.6173740190497183,male,CFRA Equity Research,"('ALK', '2018 q4')",0.0
34113,CHRW,2018 q4,2030,0.6089690284792015,Mr. James A. Corridore,0.6397435619194807,male,CFRA Equity Research,"('CHRW', '2018 q4')",0.0
34114,CSX,2018 q4,2030,0.3901123186983206,Mr. James A. Corridore,0.4288782843551412,male,CFRA Equity Research,"('CSX', '2018 q4')",0.0
34115,DAL,2018 q4,2030,0.5072128629131261,Mr. James A. Corridore,0.5344552012580887,male,CFRA Equity Research,"('DAL', '2018 q4')",0.0
34116,EXPD,2018 q4,2030,0.563389756811591,Mr. James A. Corridore,0.5672429715242624,male,CFRA Equity Research,"('EXPD', '2018 q4')",0.0
34117,FDX,2018 q4,2030,0.5837428112489046,Mr. James A. Corridore,0.5987371281719954,male,CFRA Equity Research,"('FDX', '2018 q4')",0.0
34118,JBHT,2018 q4,2030,0.5014418551887587,Mr. James A. Corridore,0.4591895405900709,male,CFRA Equity Research,"('JBHT', '2018 q4')",0.0
34119,KSU,2018 q4,2030,0.7018741869661523,Mr. James A. Corridore,0.5500470939851402,male,CFRA Equity Research,"('KSU', '2018 q4')",0.0
34120,LUV,2018 q4,2030,0.6409658767849258,Mr. James A. Corridore,0.531032855375975,male,CFRA Equity Research,"('LUV', '2018 q4')",0.0
34121,NSC,2018 q4,2030,0.5682421317009766,Mr. James A. Corridore,0.4901573012125049,male,CFRA Equity Research,"('NSC', '2018 q4')",0.0
34122,ODFL,2018 q4,2030,0.7540751903194945,Mr. James A. Corridore,0.6738096573349788,male,CFRA Equity Research,"('ODFL', '2018 q4')",0.0
34123,UNP,2018 q4,2030,0.4575359334353832,Mr. James A. Corridore,0.5024378473396449,male,CFRA Equity Research,"('UNP', '2018 q4')",0.0
34124,UPS,2018 q4,2030,0.6403462512747384,Mr. James A. Corridore,0.6772184030927142,male,CFRA Equity Research,"('UPS', '2018 q4')",0.0
34125,AAL,2018 q4,2030,0.528278193315709,Mr. Jose Caiado De Sousa,0.1641631654117971,male,Credit Suisse,"('AAL', '2018 q4')",0.0
34126,ALK,2018 q4,2030,0.6886851145839218,Mr. Jose Caiado De Sousa,0.3889099207055697,male,Credit Suisse,"('ALK', '2018 q4')",0.0
34127,AAL,2018 q4,2030,0.528278193315709,Mr. Michael W. Derchin,0.1312536009800564,male,"Imperial Capital, LLC","('AAL', '2018 q4')",0.0
34128,ALK,2018 q4,2030,0.6886851145839218,Mr. Michael W. Derchin,0.2756626871559821,male,"Imperial Capital, LLC","('ALK', '2018 q4')",0.016193026676774025
34129,DAL,2018 q4,2030,0.5072128629131261,Mr. Michael W. Derchin,0.1463373502453744,male,"Imperial Capital, LLC","('DAL', '2018 q4')",0.0
34130,LUV,2018 q4,2030,0.6409658767849258,Mr. Michael W. Derchin,0.22645648202097,male,"Imperial Capital, LLC","('LUV', '2018 q4')",0.0
34131,AAL,2018 q4,2030,0.528278193315709,"Duane T. Pfennigwerth, CFA",0.2838606520209458,male,EVERCORE ISI,"('AAL', '2018 q4')",0.01666666753590107
34132,ALK,2018 q4,2030,0.6886851145839218,"Duane T. Pfennigwerth, CFA",0.6730034551231543,male,EVERCORE ISI,"('ALK', '2018 q4')",0.01666666753590107
34133,DAL,2018 q4,2030,0.5072128629131261,"Duane T. Pfennigwerth, CFA",0.123078944056205,male,EVERCORE ISI,"('DAL', '2018 q4')",0.0
34134,LUV,2018 q4,2030,0.6409658767849258,"Duane T. Pfennigwerth, CFA",0.7256408056357151,male,EVERCORE ISI,"('LUV', '2018 q4')",0.03333333507180214
34135,AAL,2018 q4,2030,0.528278193315709,Mr. Christopher N. Stathoulopoulos,0.160058182878281,male,Susquehanna Financial Group LLLP,"('AAL', '2018 q4')",0.0
34136,ALK,2018 q4,2030,0.6886851145839218,SADIF Research,0.9915103302146332,Not a person,Sadif Analytics Prime,"('ALK', '2018 q4')",0.9740194082260132
34137,KSU,2018 q4,2030,0.7018741869661523,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KSU', '2018 q4')",0.9777337908744812
34138,NSC,2018 q4,2030,0.5682421317009766,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('NSC', '2018 q4')",0.9701024889945984
34139,ODFL,2018 q4,2030,0.7540751903194945,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ODFL', '2018 q4')",0.9696583151817322
34140,ALK,2018 q4,2030,0.6886851145839218,Rajeev Lalwani,0.358954180999785,male,Morgan Stanley,"('ALK', '2018 q4')",0.0
34141,DAL,2018 q4,2030,0.5072128629131261,Rajeev Lalwani,0.3333451209668226,male,Morgan Stanley,"('DAL', '2018 q4')",0.0
34142,CHRW,2018 q4,2030,0.6089690284792015,Mr. Jason H. Seidl,0.6592384382883172,male,Cowen and Company,"('CHRW', '2018 q4')",0.0
34143,CSX,2018 q4,2030,0.3901123186983206,Mr. Jason H. Seidl,0.604134597856807,male,Cowen and Company,"('CSX', '2018 q4')",0.0
34144,EXPD,2018 q4,2030,0.563389756811591,Mr. Jason H. Seidl,0.595626880344138,male,Cowen and Company,"('EXPD', '2018 q4')",0.0
34145,JBHT,2018 q4,2030,0.5014418551887587,Mr. Jason H. Seidl,0.5668992284242724,male,Cowen and Company,"('JBHT', '2018 q4')",0.0
34146,KSU,2018 q4,2030,0.7018741869661523,Mr. Jason H. Seidl,0.5989177546912442,male,Cowen and Company,"('KSU', '2018 q4')",0.0
34147,NSC,2018 q4,2030,0.5682421317009766,Mr. Jason H. Seidl,0.60401095495898,male,Cowen and Company,"('NSC', '2018 q4')",0.0
34148,ODFL,2018 q4,2030,0.7540751903194945,Mr. Jason H. Seidl,0.5906571708997795,male,Cowen and Company,"('ODFL', '2018 q4')",0.0
34149,UNP,2018 q4,2030,0.4575359334353832,Mr. Jason H. Seidl,0.5948767887499223,male,Cowen and Company,"('UNP', '2018 q4')",0.0
34150,CHRW,2018 q4,2030,0.6089690284792015,Mr. Christopher A. Jacobson,0.9239886114879496,male,Susquehanna Financial Group LLLP,"('CHRW', '2018 q4')",0.0
34151,CHRW,2018 q4,2030,0.6089690284792015,Ms. Allison M. Landry,0.3913948956326938,female,Credit Suisse,"('CHRW', '2018 q4')",0.01309395395219326
34152,CSX,2018 q4,2030,0.3901123186983206,Ms. Allison M. Landry,0.2038692867008851,female,Credit Suisse,"('CSX', '2018 q4')",0.011346823535859585
34153,EXPD,2018 q4,2030,0.563389756811591,Ms. Allison M. Landry,0.2978577767312572,female,Credit Suisse,"('EXPD', '2018 q4')",0.0
34154,FDX,2018 q4,2030,0.5837428112489046,Ms. Allison M. Landry,0.2930496497767529,female,Credit Suisse,"('FDX', '2018 q4')",0.025231669656932354
34155,JBHT,2018 q4,2030,0.5014418551887587,Ms. Allison M. Landry,0.2803924513408249,female,Credit Suisse,"('JBHT', '2018 q4')",0.0
34156,KSU,2018 q4,2030,0.7018741869661523,Ms. Allison M. Landry,0.3718558252681503,female,Credit Suisse,"('KSU', '2018 q4')",0.0
34157,ODFL,2018 q4,2030,0.7540751903194945,Ms. Allison M. Landry,0.5595203529304446,female,Credit Suisse,"('ODFL', '2018 q4')",0.0
34158,UNP,2018 q4,2030,0.4575359334353832,Ms. Allison M. Landry,0.2507664829567594,female,Credit Suisse,"('UNP', '2018 q4')",0.0
34159,UPS,2018 q4,2030,0.6403462512747384,Ms. Allison M. Landry,0.4582640071968404,female,Credit Suisse,"('UPS', '2018 q4')",0.02329012006521225
34160,CHRW,2018 q4,2030,0.6089690284792015,Bascome Majors,0.5345636625789996,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2018 q4')",0.0
34161,EXPD,2018 q4,2030,0.563389756811591,Bascome Majors,0.6977246627152385,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2018 q4')",0.0
34162,FDX,2018 q4,2030,0.5837428112489046,Bascome Majors,0.7360423452564512,Not a person,Susquehanna Financial Group LLLP,"('FDX', '2018 q4')",0.0
34163,JBHT,2018 q4,2030,0.5014418551887587,Bascome Majors,0.6522420231193871,Not a person,Susquehanna Financial Group LLLP,"('JBHT', '2018 q4')",0.0
34164,UNP,2018 q4,2030,0.4575359334353832,Bascome Majors,0.6445436893393375,Not a person,Susquehanna Financial Group LLLP,"('UNP', '2018 q4')",0.0
34165,UPS,2018 q4,2030,0.6403462512747384,Bascome Majors,0.8423448554892212,Not a person,Susquehanna Financial Group LLLP,"('UPS', '2018 q4')",0.01171860657632351
34166,CHRW,2018 q4,2030,0.6089690284792015,"Matthew J. Young, CFA, CFA",0.4746930169906979,male,"Morningstar, Inc.","('CHRW', '2018 q4')",0.004884490743279457
34167,EXPD,2018 q4,2030,0.563389756811591,"Matthew J. Young, CFA, CFA",0.508721993278502,male,"Morningstar, Inc.","('EXPD', '2018 q4')",0.0
34168,JBHT,2018 q4,2030,0.5014418551887587,"Matthew J. Young, CFA, CFA",0.4311891747201954,male,"Morningstar, Inc.","('JBHT', '2018 q4')",0.0
34169,ODFL,2018 q4,2030,0.7540751903194945,"Matthew J. Young, CFA, CFA",0.5701926013328109,male,"Morningstar, Inc.","('ODFL', '2018 q4')",0.008333333767950535
34170,CHRW,2018 q4,2030,0.6089690284792015,Mr. Scott H. Group,0.2042843448302702,male,Wolfe Research,"('CHRW', '2018 q4')",0.0
34171,CSX,2018 q4,2030,0.3901123186983206,Mr. Scott H. Group,0.191095171767605,male,Wolfe Research,"('CSX', '2018 q4')",0.0
34172,EXPD,2018 q4,2030,0.563389756811591,Mr. Scott H. Group,0.2702628891417277,male,Wolfe Research,"('EXPD', '2018 q4')",0.0
34173,FDX,2018 q4,2030,0.5837428112489046,Mr. Scott H. Group,0.2425122271736534,male,Wolfe Research,"('FDX', '2018 q4')",0.0
34174,JBHT,2018 q4,2030,0.5014418551887587,Mr. Scott H. Group,0.2030898691484377,male,Wolfe Research,"('JBHT', '2018 q4')",0.0
34175,KSU,2018 q4,2030,0.7018741869661523,Mr. Scott H. Group,0.4113818345251934,male,Wolfe Research,"('KSU', '2018 q4')",0.01281104888767004
34176,NSC,2018 q4,2030,0.5682421317009766,Mr. Scott H. Group,0.1964815398964984,male,Wolfe Research,"('NSC', '2018 q4')",0.0
34177,ODFL,2018 q4,2030,0.7540751903194945,Mr. Scott H. Group,0.3720563185647283,male,Wolfe Research,"('ODFL', '2018 q4')",0.0
34178,UNP,2018 q4,2030,0.4575359334353832,Mr. Scott H. Group,0.123337417732344,male,Wolfe Research,"('UNP', '2018 q4')",0.0
34179,UPS,2018 q4,2030,0.6403462512747384,Mr. Scott H. Group,0.2395536193310855,male,Wolfe Research,"('UPS', '2018 q4')",0.0
34180,CHRW,2018 q4,2030,0.6089690284792015,Mr. Scott Schneeberger,0.2210653210357024,male,"Oppenheimer & Co., Inc.","('CHRW', '2018 q4')",0.0
34181,CSX,2018 q4,2030,0.3901123186983206,Mr. Keith Schoonmaker,0.4109709400003079,male,"Morningstar, Inc.","('CSX', '2018 q4')",0.0
34182,FDX,2018 q4,2030,0.5837428112489046,Mr. Keith Schoonmaker,0.5897021964172916,male,"Morningstar, Inc.","('FDX', '2018 q4')",0.0
34183,KSU,2018 q4,2030,0.7018741869661523,Mr. Keith Schoonmaker,0.766762067505257,male,"Morningstar, Inc.","('KSU', '2018 q4')",0.0
34184,NSC,2018 q4,2030,0.5682421317009766,Mr. Keith Schoonmaker,0.5017007354743594,male,"Morningstar, Inc.","('NSC', '2018 q4')",0.0
34185,UNP,2018 q4,2030,0.4575359334353832,Mr. Keith Schoonmaker,0.48955249533071,male,"Morningstar, Inc.","('UNP', '2018 q4')",0.0
34186,UPS,2018 q4,2030,0.6403462512747384,Mr. Keith Schoonmaker,0.6980161370518451,male,"Morningstar, Inc.","('UPS', '2018 q4')",0.0
34187,CSX,2018 q4,2030,0.3901123186983206,Justin T. Long,0.1286589363345027,male,Stephens Inc.,"('CSX', '2018 q4')",0.0
34188,KSU,2018 q4,2030,0.7018741869661523,Justin T. Long,0.3891947177695385,male,Stephens Inc.,"('KSU', '2018 q4')",0.0
34189,CSX,2018 q4,2030,0.3901123186983206,"Walter N. Spracklin, CFA",0.1439909821419624,male,RBC Capital Markets,"('CSX', '2018 q4')",0.0
34190,NSC,2018 q4,2030,0.5682421317009766,"Walter N. Spracklin, CFA",0.2120418849428204,male,RBC Capital Markets,"('NSC', '2018 q4')",0.015751928091049194
34191,UNP,2018 q4,2030,0.4575359334353832,"Walter N. Spracklin, CFA",0.1318277769709719,male,RBC Capital Markets,"('UNP', '2018 q4')",0.0
34192,CSX,2018 q4,2030,0.3901123186983206,Mr. Ken S. Hoexter,0.2410662164892373,male,BofA Global Research,"('CSX', '2018 q4')",0.00982693706949552
34193,FDX,2018 q4,2030,0.5837428112489046,Mr. Ken S. Hoexter,0.2764163667812995,male,BofA Global Research,"('FDX', '2018 q4')",0.0
34194,JBHT,2018 q4,2030,0.5014418551887587,Mr. Ken S. Hoexter,0.260179354761643,male,BofA Global Research,"('JBHT', '2018 q4')",0.00615874445065856
34195,NSC,2018 q4,2030,0.5682421317009766,Mr. Ken S. Hoexter,0.3031409125921584,male,BofA Global Research,"('NSC', '2018 q4')",0.0
34196,UNP,2018 q4,2030,0.4575359334353832,Mr. Ken S. Hoexter,0.1996829573708094,male,BofA Global Research,"('UNP', '2018 q4')",0.0
34197,UPS,2018 q4,2030,0.6403462512747384,Mr. Ken S. Hoexter,0.2809034497925535,male,BofA Global Research,"('UPS', '2018 q4')",0.0
34198,CSX,2018 q4,2030,0.3901123186983206,"Turan Quettawala, MBA",0.1602817538057641,male,Scotiabank GBM,"('CSX', '2018 q4')",0.0
34199,NSC,2018 q4,2030,0.5682421317009766,"Turan Quettawala, MBA",0.2315938189747745,male,Scotiabank GBM,"('NSC', '2018 q4')",0.0
34200,UNP,2018 q4,2030,0.4575359334353832,"Turan Quettawala, MBA",0.1104499407864219,male,Scotiabank GBM,"('UNP', '2018 q4')",0.0
34201,DAL,2018 q4,2030,0.5072128629131261,Credit Suisse Global Product Marketing,0.7622257952647159,Not a person,Credit Suisse,"('DAL', '2018 q4')",0.014412353746592999
34202,FDX,2018 q4,2030,0.5837428112489046,Mr. Brandon R. Oglenski,0.2490213245537352,male,Barclays,"('FDX', '2018 q4')",0.0
34203,FDX,2018 q4,2030,0.5837428112489046,Ravi Shanker,0.4265288889481898,male,Morgan Stanley,"('FDX', '2018 q4')",0.0
34204,UNP,2018 q4,2030,0.4575359334353832,Ravi Shanker,0.3238774191331402,male,Morgan Stanley,"('UNP', '2018 q4')",0.0
34205,UPS,2018 q4,2030,0.6403462512747384,Ravi Shanker,0.4201884357500059,male,Morgan Stanley,"('UPS', '2018 q4')",0.0
34206,FDX,2018 q4,2030,0.5837428112489046,Mr. Amit Mehrotra,0.6378209074390794,male,Deutsche Bank,"('FDX', '2018 q4')",0.03333333507180214
34207,KSU,2018 q4,2030,0.7018741869661523,Mr. Amit Mehrotra,0.5687563995271512,male,Deutsche Bank,"('KSU', '2018 q4')",0.0
34208,ODFL,2018 q4,2030,0.7540751903194945,Mr. Amit Mehrotra,0.9889368956448156,male,Deutsche Bank,"('ODFL', '2018 q4')",0.0
34209,UNP,2018 q4,2030,0.4575359334353832,Mr. Amit Mehrotra,0.1557736373207113,male,Deutsche Bank,"('UNP', '2018 q4')",0.0
34210,FDX,2018 q4,2030,0.5837428112489046,William Fitzalan Howard,0.2140555881464679,male,Berenberg,"('FDX', '2018 q4')",0.0
34211,FDX,2018 q4,2030,0.5837428112489046,Analyst Desk TeleTrade,0.5053673949708345,Not a person,Teletrade-DJ International Consulting Ltd,"('FDX', '2018 q4')",0.023120611906051636
34212,JBHT,2018 q4,2030,0.5014418551887587,Brad Delco,0.2190492542574639,male,Stephens Inc.,"('JBHT', '2018 q4')",0.0
34213,ODFL,2018 q4,2030,0.7540751903194945,Brad Delco,0.4734489500270566,male,Stephens Inc.,"('ODFL', '2018 q4')",0.0
34214,ODFL,2018 q4,2030,0.7540751903194945,Ms. Ariel Rosa,0.4317209244945449,female,BofA Global Research,"('ODFL', '2018 q4')",0.0
34215,AAL,2019 q1,2030,0.5963425884551279,"Daniel J. McKenzie, CFA",0.2725367463972589,male,The Buckingham Research Group,"('AAL', '2019 q1')",0.005995584651827812
34216,ALK,2019 q1,2030,0.7435842011161461,"Daniel J. McKenzie, CFA",0.4535225547022592,male,The Buckingham Research Group,"('ALK', '2019 q1')",0.0373308677226305
34217,DAL,2019 q1,2030,0.6784635061249675,"Daniel J. McKenzie, CFA",0.3703600400389731,male,The Buckingham Research Group,"('DAL', '2019 q1')",0.0523194745182991
34218,LUV,2019 q1,2030,0.6999350899980497,"Daniel J. McKenzie, CFA",0.4829319393161301,male,The Buckingham Research Group,"('LUV', '2019 q1')",0.007570317946374416
34219,UAL,2019 q1,2030,0.6074027961560768,"Daniel J. McKenzie, CFA",0.6291891334699001,male,The Buckingham Research Group,"('UAL', '2019 q1')",0.0
34220,AAL,2019 q1,2030,0.5963425884551279,Mr. James A. Corridore,0.5529596639153439,male,CFRA Equity Research,"('AAL', '2019 q1')",0.0
34221,ALK,2019 q1,2030,0.7435842011161461,Mr. James A. Corridore,0.5632991549739432,male,CFRA Equity Research,"('ALK', '2019 q1')",0.0
34222,CHRW,2019 q1,2030,0.6222710457693487,Mr. James A. Corridore,0.6019027653898584,male,CFRA Equity Research,"('CHRW', '2019 q1')",0.0
34223,CSX,2019 q1,2030,0.7155777426673624,Mr. James A. Corridore,0.4698294463584487,male,CFRA Equity Research,"('CSX', '2019 q1')",0.0
34224,DAL,2019 q1,2030,0.6784635061249675,Mr. James A. Corridore,0.5490037412030295,male,CFRA Equity Research,"('DAL', '2019 q1')",0.0
34225,EXPD,2019 q1,2030,0.7521923325444484,Mr. James A. Corridore,0.6250288453917892,male,CFRA Equity Research,"('EXPD', '2019 q1')",0.0
34226,FDX,2019 q1,2030,0.6660374812176818,Mr. James A. Corridore,0.5985217664556698,male,CFRA Equity Research,"('FDX', '2019 q1')",0.0
34227,JBHT,2019 q1,2030,0.7223381152801562,Mr. James A. Corridore,0.4784150565476631,male,CFRA Equity Research,"('JBHT', '2019 q1')",0.0
34228,KSU,2019 q1,2030,0.7986763210030738,Mr. James A. Corridore,0.5297760609810339,male,CFRA Equity Research,"('KSU', '2019 q1')",0.0
34229,LUV,2019 q1,2030,0.6999350899980497,Mr. James A. Corridore,0.484420266103342,male,CFRA Equity Research,"('LUV', '2019 q1')",0.0
34230,NSC,2019 q1,2030,0.6641408597933778,Mr. James A. Corridore,0.510361300236408,male,CFRA Equity Research,"('NSC', '2019 q1')",0.0
34231,ODFL,2019 q1,2030,0.560708845503928,Mr. James A. Corridore,0.581987718439823,male,CFRA Equity Research,"('ODFL', '2019 q1')",0.0
34232,UAL,2019 q1,2030,0.6074027961560768,Mr. James A. Corridore,0.5619886793153662,male,CFRA Equity Research,"('UAL', '2019 q1')",0.0
34233,UNP,2019 q1,2030,0.6380720049546008,Mr. James A. Corridore,0.4939296265358607,male,CFRA Equity Research,"('UNP', '2019 q1')",0.0
34234,UPS,2019 q1,2030,0.7325104622154711,Mr. James A. Corridore,0.6424315519244611,male,CFRA Equity Research,"('UPS', '2019 q1')",0.0
34235,AAL,2019 q1,2030,0.5963425884551279,Danny Goode,0.3879854745085255,male,"Morningstar, Inc.","('AAL', '2019 q1')",0.003333333507180214
34236,DAL,2019 q1,2030,0.6784635061249675,Danny Goode,0.4395676974169566,male,"Morningstar, Inc.","('DAL', '2019 q1')",0.0
34237,LUV,2019 q1,2030,0.6999350899980497,Danny Goode,0.4087578427322682,male,"Morningstar, Inc.","('LUV', '2019 q1')",0.0
34238,UAL,2019 q1,2030,0.6074027961560768,Danny Goode,0.4320581690264415,male,"Morningstar, Inc.","('UAL', '2019 q1')",0.0
34239,AAL,2019 q1,2030,0.5963425884551279,Ms. Helane R. Becker,0.611612209131744,female,Cowen and Company,"('AAL', '2019 q1')",0.0
34240,ALK,2019 q1,2030,0.7435842011161461,Ms. Helane R. Becker,0.6914194888880313,female,Cowen and Company,"('ALK', '2019 q1')",0.0
34241,DAL,2019 q1,2030,0.6784635061249675,Ms. Helane R. Becker,0.6156767851930722,female,Cowen and Company,"('DAL', '2019 q1')",0.0
34242,FDX,2019 q1,2030,0.6660374812176818,Ms. Helane R. Becker,0.2470469166792999,female,Cowen and Company,"('FDX', '2019 q1')",0.0
34243,LUV,2019 q1,2030,0.6999350899980497,Ms. Helane R. Becker,0.6161163066360652,female,Cowen and Company,"('LUV', '2019 q1')",0.0
34244,UPS,2019 q1,2030,0.7325104622154711,Ms. Helane R. Becker,0.5692574791893008,female,Cowen and Company,"('UPS', '2019 q1')",0.0
34245,AAL,2019 q1,2030,0.5963425884551279,Michael J. Linenberg,0.7500720938103741,male,Deutsche Bank,"('AAL', '2019 q1')",0.0
34246,ALK,2019 q1,2030,0.7435842011161461,Michael J. Linenberg,0.8899477437573776,male,Deutsche Bank,"('ALK', '2019 q1')",0.0
34247,DAL,2019 q1,2030,0.6784635061249675,Michael J. Linenberg,0.7844100390832436,male,Deutsche Bank,"('DAL', '2019 q1')",0.0
34248,LUV,2019 q1,2030,0.6999350899980497,Michael J. Linenberg,0.7585424060914033,male,Deutsche Bank,"('LUV', '2019 q1')",0.0
34249,UAL,2019 q1,2030,0.6074027961560768,Michael J. Linenberg,0.4917650714433877,male,Deutsche Bank,"('UAL', '2019 q1')",0.0
34250,AAL,2019 q1,2030,0.5963425884551279,Hunter K. Keay,0.352345494478517,male,Wolfe Research,"('AAL', '2019 q1')",0.0
34251,ALK,2019 q1,2030,0.7435842011161461,Hunter K. Keay,0.4140225560642065,male,Wolfe Research,"('ALK', '2019 q1')",0.0
34252,DAL,2019 q1,2030,0.6784635061249675,Hunter K. Keay,0.3863278700926096,male,Wolfe Research,"('DAL', '2019 q1')",0.0
34253,LUV,2019 q1,2030,0.6999350899980497,Hunter K. Keay,0.4787681414327745,male,Wolfe Research,"('LUV', '2019 q1')",0.0
34254,UAL,2019 q1,2030,0.6074027961560768,Hunter K. Keay,0.3747961648195859,male,Wolfe Research,"('UAL', '2019 q1')",0.0
34255,AAL,2019 q1,2030,0.5963425884551279,Mr. Jack L. Atkins,0.258686787241604,male,Stephens Inc.,"('AAL', '2019 q1')",0.0
34256,DAL,2019 q1,2030,0.6784635061249675,Mr. Jack L. Atkins,0.2941666707779346,male,Stephens Inc.,"('DAL', '2019 q1')",0.0
34257,EXPD,2019 q1,2030,0.7521923325444484,Mr. Jack L. Atkins,0.3402726384269213,male,Stephens Inc.,"('EXPD', '2019 q1')",0.0
34258,FDX,2019 q1,2030,0.6660374812176818,Mr. Jack L. Atkins,0.2980420201001996,male,Stephens Inc.,"('FDX', '2019 q1')",0.0
34259,LUV,2019 q1,2030,0.6999350899980497,Mr. Jack L. Atkins,0.330565818928688,male,Stephens Inc.,"('LUV', '2019 q1')",0.0
34260,UAL,2019 q1,2030,0.6074027961560768,Mr. Jack L. Atkins,0.4235852580723105,male,Stephens Inc.,"('UAL', '2019 q1')",0.0
34261,UPS,2019 q1,2030,0.7325104622154711,Mr. Jack L. Atkins,0.5280637725988746,male,Stephens Inc.,"('UPS', '2019 q1')",0.0
34262,AAL,2019 q1,2030,0.5963425884551279,Adam Hackel,0.1711587338112793,male,"Imperial Capital, LLC","('AAL', '2019 q1')",0.017381786834448576
34263,ALK,2019 q1,2030,0.7435842011161461,Adam Hackel,0.3126839092859836,male,"Imperial Capital, LLC","('ALK', '2019 q1')",0.0
34264,DAL,2019 q1,2030,0.6784635061249675,Adam Hackel,0.3023678693991161,male,"Imperial Capital, LLC","('DAL', '2019 q1')",0.0
34265,LUV,2019 q1,2030,0.6999350899980497,Adam Hackel,0.2127277349296026,male,"Imperial Capital, LLC","('LUV', '2019 q1')",0.0
34266,AAL,2019 q1,2030,0.5963425884551279,Mr. Jose Caiado De Sousa,0.2679455705493445,male,Credit Suisse,"('AAL', '2019 q1')",0.0
34267,ALK,2019 q1,2030,0.7435842011161461,Mr. Jose Caiado De Sousa,0.3145088372375592,male,Credit Suisse,"('ALK', '2019 q1')",0.009649897925555706
34268,AAL,2019 q1,2030,0.5963425884551279,Mr. Michael W. Derchin,0.1669457799338412,male,"Imperial Capital, LLC","('AAL', '2019 q1')",0.007755706552416086
34269,LUV,2019 q1,2030,0.6999350899980497,Mr. Michael W. Derchin,0.2183587945120522,male,"Imperial Capital, LLC","('LUV', '2019 q1')",0.0
34270,UAL,2019 q1,2030,0.6074027961560768,Mr. Michael W. Derchin,0.2829325998190111,male,"Imperial Capital, LLC","('UAL', '2019 q1')",0.008946103975176811
34271,AAL,2019 q1,2030,0.5963425884551279,"Andrew G. Didora, CFA",0.6947316816200526,male,BofA Global Research,"('AAL', '2019 q1')",0.06292151845991611
34272,ALK,2019 q1,2030,0.7435842011161461,"Andrew G. Didora, CFA",0.5948426807026553,male,BofA Global Research,"('ALK', '2019 q1')",0.0
34273,DAL,2019 q1,2030,0.6784635061249675,"Andrew G. Didora, CFA",0.5898405196297815,male,BofA Global Research,"('DAL', '2019 q1')",0.03524583950638771
34274,LUV,2019 q1,2030,0.6999350899980497,"Andrew G. Didora, CFA",0.4192827928223897,male,BofA Global Research,"('LUV', '2019 q1')",0.006185261067003012
34275,AAL,2019 q1,2030,0.5963425884551279,Mr. Christopher N. Stathoulopoulos,0.755171405579834,male,Susquehanna Financial Group LLLP,"('AAL', '2019 q1')",0.0
34276,LUV,2019 q1,2030,0.6999350899980497,Mr. Christopher N. Stathoulopoulos,0.749660555427062,male,Susquehanna Financial Group LLLP,"('LUV', '2019 q1')",0.0
34277,UAL,2019 q1,2030,0.6074027961560768,Mr. Christopher N. Stathoulopoulos,0.6917006574675181,male,Susquehanna Financial Group LLLP,"('UAL', '2019 q1')",0.0
34278,ALK,2019 q1,2030,0.7435842011161461,"Duane T. Pfennigwerth, CFA",0.3698798296613046,male,EVERCORE ISI,"('ALK', '2019 q1')",0.0
34279,DAL,2019 q1,2030,0.6784635061249675,"Duane T. Pfennigwerth, CFA",0.6843962640203919,male,EVERCORE ISI,"('DAL', '2019 q1')",0.03333333507180214
34280,LUV,2019 q1,2030,0.6999350899980497,"Duane T. Pfennigwerth, CFA",0.2352307456341202,male,EVERCORE ISI,"('LUV', '2019 q1')",0.0
34281,ALK,2019 q1,2030,0.7435842011161461,Mr. Thomas Kee,0.990647432464062,male,Stock Traders Daily Research,"('ALK', '2019 q1')",0.9931548833847046
34282,CHRW,2019 q1,2030,0.6222710457693487,Mr. Thomas Kee,0.9946372349041582,male,Stock Traders Daily Research,"('CHRW', '2019 q1')",0.9931864440441132
34283,CSX,2019 q1,2030,0.7155777426673624,Mr. Thomas Kee,0.995396118923598,male,Stock Traders Daily Research,"('CSX', '2019 q1')",0.9932717680931091
34284,EXPD,2019 q1,2030,0.7521923325444484,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('EXPD', '2019 q1')",0.9931864738464355
34285,FDX,2019 q1,2030,0.6660374812176818,Mr. Thomas Kee,0.9948445192426204,male,Stock Traders Daily Research,"('FDX', '2019 q1')",0.9931548535823822
34286,JBHT,2019 q1,2030,0.7223381152801562,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('JBHT', '2019 q1')",0.9931468665599823
34287,KSU,2019 q1,2030,0.7986763210030738,Mr. Thomas Kee,0.994205305146739,male,Stock Traders Daily Research,"('KSU', '2019 q1')",0.9930826425552368
34288,LUV,2019 q1,2030,0.6999350899980497,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('LUV', '2019 q1')",0.9930745363235474
34289,NSC,2019 q1,2030,0.6641408597933778,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('NSC', '2019 q1')",0.9931468963623047
34290,ODFL,2019 q1,2030,0.560708845503928,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ODFL', '2019 q1')",0.9931468963623047
34291,UNP,2019 q1,2030,0.6380720049546008,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('UNP', '2019 q1')",0.9930745363235474
34292,UPS,2019 q1,2030,0.7325104622154711,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('UPS', '2019 q1')",0.9931627511978149
34293,ALK,2019 q1,2030,0.7435842011161461,SADIF Research,0.9798774058409996,Not a person,Sadif Analytics Prime,"('ALK', '2019 q1')",0.9491724371910095
34294,EXPD,2019 q1,2030,0.7521923325444484,SADIF Research,0.9454740592740593,Not a person,Sadif Analytics Prime,"('EXPD', '2019 q1')",0.9103116393089294
34295,JBHT,2019 q1,2030,0.7223381152801562,SADIF Research,0.9318810037453814,Not a person,Sadif Analytics Prime,"('JBHT', '2019 q1')",0.9070449471473694
34296,KSU,2019 q1,2030,0.7986763210030738,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KSU', '2019 q1')",0.9615617394447327
34297,LUV,2019 q1,2030,0.6999350899980497,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LUV', '2019 q1')",0.9779833555221558
34298,UPS,2019 q1,2030,0.7325104622154711,SADIF Research,0.988017978121893,Not a person,Sadif Analytics Prime,"('UPS', '2019 q1')",0.9625658392906189
34299,CHRW,2019 q1,2030,0.6222710457693487,Ms. Allison M. Landry,0.2822236023439282,female,Credit Suisse,"('CHRW', '2019 q1')",0.014497954398393631
34300,CSX,2019 q1,2030,0.7155777426673624,Ms. Allison M. Landry,0.2914268399622832,female,Credit Suisse,"('CSX', '2019 q1')",0.00820243638008833
34301,EXPD,2019 q1,2030,0.7521923325444484,Ms. Allison M. Landry,0.3842364552988249,female,Credit Suisse,"('EXPD', '2019 q1')",0.0
34302,ODFL,2019 q1,2030,0.560708845503928,Ms. Allison M. Landry,0.2700386354651461,female,Credit Suisse,"('ODFL', '2019 q1')",0.0
34303,UPS,2019 q1,2030,0.7325104622154711,Ms. Allison M. Landry,0.4159652544963002,female,Credit Suisse,"('UPS', '2019 q1')",0.0
34304,CHRW,2019 q1,2030,0.6222710457693487,Mr. Scott H. Group,0.2406439958075366,male,Wolfe Research,"('CHRW', '2019 q1')",0.0
34305,CSX,2019 q1,2030,0.7155777426673624,Mr. Scott H. Group,0.2703995356249746,male,Wolfe Research,"('CSX', '2019 q1')",0.013320724479854107
34306,EXPD,2019 q1,2030,0.7521923325444484,Mr. Scott H. Group,0.401701198216875,male,Wolfe Research,"('EXPD', '2019 q1')",0.0
34307,FDX,2019 q1,2030,0.6660374812176818,Mr. Scott H. Group,0.2385649310448938,male,Wolfe Research,"('FDX', '2019 q1')",0.0
34308,JBHT,2019 q1,2030,0.7223381152801562,Mr. Scott H. Group,0.3245710573750079,male,Wolfe Research,"('JBHT', '2019 q1')",0.0
34309,KSU,2019 q1,2030,0.7986763210030738,Mr. Scott H. Group,0.4675044931058932,male,Wolfe Research,"('KSU', '2019 q1')",0.017184585332870483
34310,NSC,2019 q1,2030,0.6641408597933778,Mr. Scott H. Group,0.2082983970012675,male,Wolfe Research,"('NSC', '2019 q1')",0.0
34311,ODFL,2019 q1,2030,0.560708845503928,Mr. Scott H. Group,0.2463729048454185,male,Wolfe Research,"('ODFL', '2019 q1')",0.0
34312,UNP,2019 q1,2030,0.6380720049546008,Mr. Scott H. Group,0.2291004004940528,male,Wolfe Research,"('UNP', '2019 q1')",0.0
34313,UPS,2019 q1,2030,0.7325104622154711,Mr. Scott H. Group,0.2643891523168638,male,Wolfe Research,"('UPS', '2019 q1')",0.0
34314,CHRW,2019 q1,2030,0.6222710457693487,Mr. Ken S. Hoexter,0.28073446690552,male,BofA Global Research,"('CHRW', '2019 q1')",0.0
34315,CSX,2019 q1,2030,0.7155777426673624,Mr. Ken S. Hoexter,0.4996491116574354,male,BofA Global Research,"('CSX', '2019 q1')",0.0
34316,FDX,2019 q1,2030,0.6660374812176818,Mr. Ken S. Hoexter,0.3407433103157025,male,BofA Global Research,"('FDX', '2019 q1')",0.022211193727950256
34317,JBHT,2019 q1,2030,0.7223381152801562,Mr. Ken S. Hoexter,0.3772975475096767,male,BofA Global Research,"('JBHT', '2019 q1')",0.011323835700750351
34318,KSU,2019 q1,2030,0.7986763210030738,Mr. Ken S. Hoexter,0.4110366070606931,male,BofA Global Research,"('KSU', '2019 q1')",0.0
34319,NSC,2019 q1,2030,0.6641408597933778,Mr. Ken S. Hoexter,0.269614925986415,male,BofA Global Research,"('NSC', '2019 q1')",0.0
34320,UNP,2019 q1,2030,0.6380720049546008,Mr. Ken S. Hoexter,0.2921953702804249,male,BofA Global Research,"('UNP', '2019 q1')",0.004661785904318094
34321,UPS,2019 q1,2030,0.7325104622154711,Mr. Ken S. Hoexter,0.2983556937708188,male,BofA Global Research,"('UPS', '2019 q1')",0.01666666753590107
34322,CHRW,2019 q1,2030,0.6222710457693487,Bascome Majors,0.8092993102271097,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2019 q1')",0.01666666753590107
34323,CSX,2019 q1,2030,0.7155777426673624,Bascome Majors,0.7117920591649152,Not a person,Susquehanna Financial Group LLLP,"('CSX', '2019 q1')",0.0
34324,EXPD,2019 q1,2030,0.7521923325444484,Bascome Majors,0.7335865777599997,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2019 q1')",0.0
34325,FDX,2019 q1,2030,0.6660374812176818,Bascome Majors,0.7144221636906327,Not a person,Susquehanna Financial Group LLLP,"('FDX', '2019 q1')",0.0
34326,JBHT,2019 q1,2030,0.7223381152801562,Bascome Majors,0.5621261338301051,Not a person,Susquehanna Financial Group LLLP,"('JBHT', '2019 q1')",0.0
34327,KSU,2019 q1,2030,0.7986763210030738,Bascome Majors,0.7605889608624187,Not a person,Susquehanna Financial Group LLLP,"('KSU', '2019 q1')",0.0
34328,NSC,2019 q1,2030,0.6641408597933778,Bascome Majors,0.7316534437308266,Not a person,Susquehanna Financial Group LLLP,"('NSC', '2019 q1')",0.0
34329,UNP,2019 q1,2030,0.6380720049546008,Bascome Majors,0.6846015493611571,Not a person,Susquehanna Financial Group LLLP,"('UNP', '2019 q1')",0.014112449251115322
34330,UPS,2019 q1,2030,0.7325104622154711,Bascome Majors,0.763431315821345,Not a person,Susquehanna Financial Group LLLP,"('UPS', '2019 q1')",0.0
34331,CHRW,2019 q1,2030,0.6222710457693487,"Matthew J. Young, CFA, CFA",0.5036321851693507,male,"Morningstar, Inc.","('CHRW', '2019 q1')",0.006666667014360428
34332,EXPD,2019 q1,2030,0.7521923325444484,"Matthew J. Young, CFA, CFA",0.5684766020065264,male,"Morningstar, Inc.","('EXPD', '2019 q1')",0.0
34333,JBHT,2019 q1,2030,0.7223381152801562,"Matthew J. Young, CFA, CFA",0.4065295635409795,male,"Morningstar, Inc.","('JBHT', '2019 q1')",0.008333333767950535
34334,ODFL,2019 q1,2030,0.560708845503928,"Matthew J. Young, CFA, CFA",0.4773491347884452,male,"Morningstar, Inc.","('ODFL', '2019 q1')",0.011111111690600714
34335,CHRW,2019 q1,2030,0.6222710457693487,Mr. Scott Schneeberger,0.2471569578361954,male,"Oppenheimer & Co., Inc.","('CHRW', '2019 q1')",0.0
34336,FDX,2019 q1,2030,0.6660374812176818,Mr. Scott Schneeberger,0.3267350797937641,male,"Oppenheimer & Co., Inc.","('FDX', '2019 q1')",0.0
34337,UPS,2019 q1,2030,0.7325104622154711,Mr. Scott Schneeberger,0.4399644069950059,male,"Oppenheimer & Co., Inc.","('UPS', '2019 q1')",0.0
34338,CSX,2019 q1,2030,0.7155777426673624,Mr. Keith Schoonmaker,0.5146708684671695,male,"Morningstar, Inc.","('CSX', '2019 q1')",0.0
34339,FDX,2019 q1,2030,0.6660374812176818,Mr. Keith Schoonmaker,0.6122146692108593,male,"Morningstar, Inc.","('FDX', '2019 q1')",0.0
34340,KSU,2019 q1,2030,0.7986763210030738,Mr. Keith Schoonmaker,0.5702975390806162,male,"Morningstar, Inc.","('KSU', '2019 q1')",0.0
34341,NSC,2019 q1,2030,0.6641408597933778,Mr. Keith Schoonmaker,0.4899866398912436,male,"Morningstar, Inc.","('NSC', '2019 q1')",0.0
34342,UNP,2019 q1,2030,0.6380720049546008,Mr. Keith Schoonmaker,0.4806465714588807,male,"Morningstar, Inc.","('UNP', '2019 q1')",0.0
34343,UPS,2019 q1,2030,0.7325104622154711,Mr. Keith Schoonmaker,0.6433138120692361,male,"Morningstar, Inc.","('UPS', '2019 q1')",0.0
34344,CSX,2019 q1,2030,0.7155777426673624,"Walter N. Spracklin, CFA",0.4710060947034054,male,RBC Capital Markets,"('CSX', '2019 q1')",0.0
34345,NSC,2019 q1,2030,0.6641408597933778,"Walter N. Spracklin, CFA",0.3350227921027214,male,RBC Capital Markets,"('NSC', '2019 q1')",0.0
34346,UNP,2019 q1,2030,0.6380720049546008,"Walter N. Spracklin, CFA",0.391640082401347,male,RBC Capital Markets,"('UNP', '2019 q1')",0.006990170106291771
34347,CSX,2019 q1,2030,0.7155777426673624,Mr. Amit Mehrotra,0.95266278103232,male,Deutsche Bank,"('CSX', '2019 q1')",0.0
34348,FDX,2019 q1,2030,0.6660374812176818,Mr. Amit Mehrotra,0.9437056232647688,male,Deutsche Bank,"('FDX', '2019 q1')",0.0
34349,JBHT,2019 q1,2030,0.7223381152801562,Mr. Amit Mehrotra,0.8459545467762595,male,Deutsche Bank,"('JBHT', '2019 q1')",0.0
34350,KSU,2019 q1,2030,0.7986763210030738,Mr. Amit Mehrotra,0.9641246390838218,male,Deutsche Bank,"('KSU', '2019 q1')",0.0
34351,NSC,2019 q1,2030,0.6641408597933778,Mr. Amit Mehrotra,0.8537264867185069,male,Deutsche Bank,"('NSC', '2019 q1')",0.0
34352,CSX,2019 q1,2030,0.7155777426673624,"Turan Quettawala, MBA",0.3487633749460153,male,Scotiabank GBM,"('CSX', '2019 q1')",0.0
34353,NSC,2019 q1,2030,0.6641408597933778,"Turan Quettawala, MBA",0.3046847617068201,male,Scotiabank GBM,"('NSC', '2019 q1')",0.0
34354,UNP,2019 q1,2030,0.6380720049546008,"Turan Quettawala, MBA",0.2022683463348971,male,Scotiabank GBM,"('UNP', '2019 q1')",0.0
34355,CSX,2019 q1,2030,0.7155777426673624,Mr. Jason H. Seidl,0.7014285942841614,male,Cowen and Company,"('CSX', '2019 q1')",0.0
34356,EXPD,2019 q1,2030,0.7521923325444484,Mr. Jason H. Seidl,0.643550080571561,male,Cowen and Company,"('EXPD', '2019 q1')",0.0
34357,JBHT,2019 q1,2030,0.7223381152801562,Mr. Jason H. Seidl,0.6313076535268337,male,Cowen and Company,"('JBHT', '2019 q1')",0.0
34358,KSU,2019 q1,2030,0.7986763210030738,Mr. Jason H. Seidl,0.5829390434959955,male,Cowen and Company,"('KSU', '2019 q1')",0.0
34359,NSC,2019 q1,2030,0.6641408597933778,Mr. Jason H. Seidl,0.5910728120900683,male,Cowen and Company,"('NSC', '2019 q1')",0.0
34360,ODFL,2019 q1,2030,0.560708845503928,Mr. Jason H. Seidl,0.1745815225601878,male,Cowen and Company,"('ODFL', '2019 q1')",0.0
34361,DAL,2019 q1,2030,0.6784635061249675,Stephen W. Suttmeier,0.7862024284439355,male,BofA Global Research,"('DAL', '2019 q1')",0.3498878479003906
34362,FDX,2019 q1,2030,0.6660374812176818,Mr. Brandon R. Oglenski,0.2437719187880811,male,Barclays,"('FDX', '2019 q1')",0.0
34363,FDX,2019 q1,2030,0.6660374812176818,Ravi Shanker,0.3660090878097807,male,Morgan Stanley,"('FDX', '2019 q1')",0.0
34364,NSC,2019 q1,2030,0.6641408597933778,Ravi Shanker,0.3148270872375265,male,Morgan Stanley,"('NSC', '2019 q1')",0.0
34365,FDX,2019 q1,2030,0.6660374812176818,Joel Spungin,0.5458825806517655,male,Berenberg,"('FDX', '2019 q1')",0.0
34366,UPS,2019 q1,2030,0.7325104622154711,Joel Spungin,0.3750900871383196,male,Berenberg,"('UPS', '2019 q1')",0.0
34367,JBHT,2019 q1,2030,0.7223381152801562,Brad Delco,0.2589942629279204,male,Stephens Inc.,"('JBHT', '2019 q1')",0.0
34368,ODFL,2019 q1,2030,0.560708845503928,Brad Delco,0.4398947653259991,male,Stephens Inc.,"('ODFL', '2019 q1')",0.01904383674263954
34369,KSU,2019 q1,2030,0.7986763210030738,Justin T. Long,0.4604395733006746,male,Stephens Inc.,"('KSU', '2019 q1')",0.0
34370,UNP,2019 q1,2030,0.6380720049546008,Justin T. Long,0.7343136663180669,male,Stephens Inc.,"('UNP', '2019 q1')",0.0
34371,ODFL,2019 q1,2030,0.560708845503928,Ms. Ariel Rosa,0.292803424879505,female,BofA Global Research,"('ODFL', '2019 q1')",0.007077323272824287
34372,AAL,2019 q2,2030,0.5084304010270543,Mr. Michael W. Derchin,0.225549553802236,male,"Imperial Capital, LLC","('AAL', '2019 q2')",0.03146849200129509
34373,ALK,2019 q2,2030,0.5416184724812791,Mr. Michael W. Derchin,0.307453674521834,male,"Imperial Capital, LLC","('ALK', '2019 q2')",0.0
34374,DAL,2019 q2,2030,0.6644766063173365,Mr. Michael W. Derchin,0.2137769073150694,male,"Imperial Capital, LLC","('DAL', '2019 q2')",0.010534517467021942
34375,UAL,2019 q2,2030,0.6782373094827496,Mr. Michael W. Derchin,0.362468818868059,male,"Imperial Capital, LLC","('UAL', '2019 q2')",0.0
34376,AAL,2019 q2,2030,0.5084304010270543,"Andrew G. Didora, CFA",0.4684419137799357,male,BofA Global Research,"('AAL', '2019 q2')",0.0
34377,DAL,2019 q2,2030,0.6644766063173365,"Andrew G. Didora, CFA",0.4783753860303982,male,BofA Global Research,"('DAL', '2019 q2')",0.0
34378,LUV,2019 q2,2030,0.4584512270372051,"Andrew G. Didora, CFA",0.4727741830700598,male,BofA Global Research,"('LUV', '2019 q2')",0.0
34379,UAL,2019 q2,2030,0.6782373094827496,"Andrew G. Didora, CFA",0.5760383029727627,male,BofA Global Research,"('UAL', '2019 q2')",0.02384582720696926
34380,AAL,2019 q2,2030,0.5084304010270543,Danny Goode,0.3376988637476403,male,"Morningstar, Inc.","('AAL', '2019 q2')",0.0
34381,ALK,2019 q2,2030,0.5416184724812791,Danny Goode,0.4318386107980678,male,"Morningstar, Inc.","('ALK', '2019 q2')",0.0
34382,DAL,2019 q2,2030,0.6644766063173365,Danny Goode,0.358259328610966,male,"Morningstar, Inc.","('DAL', '2019 q2')",0.0
34383,LUV,2019 q2,2030,0.4584512270372051,Danny Goode,0.3544421270130951,male,"Morningstar, Inc.","('LUV', '2019 q2')",0.0
34384,UAL,2019 q2,2030,0.6782373094827496,Danny Goode,0.4604460316927027,male,"Morningstar, Inc.","('UAL', '2019 q2')",0.0
34385,AAL,2019 q2,2030,0.5084304010270543,Mr. James A. Corridore,0.5112264763714521,male,CFRA Equity Research,"('AAL', '2019 q2')",0.0
34386,ALK,2019 q2,2030,0.5416184724812791,Mr. James A. Corridore,0.5182314607600589,male,CFRA Equity Research,"('ALK', '2019 q2')",0.0
34387,CHRW,2019 q2,2030,0.7061684571620814,Mr. James A. Corridore,0.6016163378250606,male,CFRA Equity Research,"('CHRW', '2019 q2')",0.0
34388,CSX,2019 q2,2030,0.6588107431848023,Mr. James A. Corridore,0.490136543252741,male,CFRA Equity Research,"('CSX', '2019 q2')",0.0
34389,DAL,2019 q2,2030,0.6644766063173365,Mr. James A. Corridore,0.5123430801728418,male,CFRA Equity Research,"('DAL', '2019 q2')",0.0
34390,EXPD,2019 q2,2030,0.6988120997169718,Mr. James A. Corridore,0.5730522205938162,male,CFRA Equity Research,"('EXPD', '2019 q2')",0.0
34391,FDX,2019 q2,2030,0.6209834734603574,Mr. James A. Corridore,0.5757285503760581,male,CFRA Equity Research,"('FDX', '2019 q2')",0.0
34392,JBHT,2019 q2,2030,0.7284055202191673,Mr. James A. Corridore,0.4977847086601165,male,CFRA Equity Research,"('JBHT', '2019 q2')",0.0
34393,KSU,2019 q2,2030,0.6945611133112242,Mr. James A. Corridore,0.442314553229977,male,CFRA Equity Research,"('KSU', '2019 q2')",0.0
34394,LUV,2019 q2,2030,0.4584512270372051,Mr. James A. Corridore,0.4303836421646171,male,CFRA Equity Research,"('LUV', '2019 q2')",0.0
34395,NSC,2019 q2,2030,0.6615969379012978,Mr. James A. Corridore,0.5446263443182736,male,CFRA Equity Research,"('NSC', '2019 q2')",0.0
34396,ODFL,2019 q2,2030,0.6279061389561803,Mr. James A. Corridore,0.5993779499780587,male,CFRA Equity Research,"('ODFL', '2019 q2')",0.0
34397,UAL,2019 q2,2030,0.6782373094827496,Mr. James A. Corridore,0.5460411986221678,male,CFRA Equity Research,"('UAL', '2019 q2')",0.0
34398,UNP,2019 q2,2030,0.6043058775714687,Mr. James A. Corridore,0.4453835102649651,male,CFRA Equity Research,"('UNP', '2019 q2')",0.0
34399,UPS,2019 q2,2030,0.5938033678917878,Mr. James A. Corridore,0.6342419473286354,male,CFRA Equity Research,"('UPS', '2019 q2')",0.0
34400,AAL,2019 q2,2030,0.5084304010270543,Mr. Jack L. Atkins,0.1984809823523581,male,Stephens Inc.,"('AAL', '2019 q2')",0.0
34401,CHRW,2019 q2,2030,0.7061684571620814,Mr. Jack L. Atkins,0.2624399386005522,male,Stephens Inc.,"('CHRW', '2019 q2')",0.0
34402,DAL,2019 q2,2030,0.6644766063173365,Mr. Jack L. Atkins,0.2552628680551689,male,Stephens Inc.,"('DAL', '2019 q2')",0.0
34403,EXPD,2019 q2,2030,0.6988120997169718,Mr. Jack L. Atkins,0.254243438522777,male,Stephens Inc.,"('EXPD', '2019 q2')",0.0
34404,FDX,2019 q2,2030,0.6209834734603574,Mr. Jack L. Atkins,0.3859502859417098,male,Stephens Inc.,"('FDX', '2019 q2')",0.0
34405,LUV,2019 q2,2030,0.4584512270372051,Mr. Jack L. Atkins,0.1919745195381317,male,Stephens Inc.,"('LUV', '2019 q2')",0.008381377905607224
34406,UPS,2019 q2,2030,0.5938033678917878,Mr. Jack L. Atkins,0.2368498584791492,male,Stephens Inc.,"('UPS', '2019 q2')",0.0
34407,AAL,2019 q2,2030,0.5084304010270543,Hunter K. Keay,0.298945407112377,male,Wolfe Research,"('AAL', '2019 q2')",0.0
34408,ALK,2019 q2,2030,0.5416184724812791,Hunter K. Keay,0.3931233235126285,male,Wolfe Research,"('ALK', '2019 q2')",0.0
34409,DAL,2019 q2,2030,0.6644766063173365,Hunter K. Keay,0.5209895726833534,male,Wolfe Research,"('DAL', '2019 q2')",0.01581766828894615
34410,AAL,2019 q2,2030,0.5084304010270543,Mr. Christopher N. Stathoulopoulos,0.5587158596396852,male,Susquehanna Financial Group LLLP,"('AAL', '2019 q2')",0.0
34411,DAL,2019 q2,2030,0.6644766063173365,Mr. Christopher N. Stathoulopoulos,0.6529268897374815,male,Susquehanna Financial Group LLLP,"('DAL', '2019 q2')",0.0
34412,AAL,2019 q2,2030,0.5084304010270543,Mr. Jose Caiado De Sousa,0.3914464910536808,male,Credit Suisse,"('AAL', '2019 q2')",0.0
34413,ALK,2019 q2,2030,0.5416184724812791,Mr. Jose Caiado De Sousa,0.3863158859369506,male,Credit Suisse,"('ALK', '2019 q2')",0.0
34414,AAL,2019 q2,2030,0.5084304010270543,"Daniel J. McKenzie, CFA",0.2588219806454955,male,The Buckingham Research Group,"('AAL', '2019 q2')",0.0
34415,DAL,2019 q2,2030,0.6644766063173365,"Daniel J. McKenzie, CFA",0.2441097031737215,male,The Buckingham Research Group,"('DAL', '2019 q2')",0.0
34416,LUV,2019 q2,2030,0.4584512270372051,"Daniel J. McKenzie, CFA",0.2408009787858031,male,The Buckingham Research Group,"('LUV', '2019 q2')",0.00529606593772769
34417,UAL,2019 q2,2030,0.6782373094827496,"Daniel J. McKenzie, CFA",0.384907907378947,male,The Buckingham Research Group,"('UAL', '2019 q2')",0.0
34418,AAL,2019 q2,2030,0.5084304010270543,"Duane T. Pfennigwerth, CFA",0.1795728192828523,male,EVERCORE ISI,"('AAL', '2019 q2')",0.0
34419,DAL,2019 q2,2030,0.6644766063173365,"Duane T. Pfennigwerth, CFA",0.4093756868812331,male,EVERCORE ISI,"('DAL', '2019 q2')",0.0
34420,LUV,2019 q2,2030,0.4584512270372051,"Duane T. Pfennigwerth, CFA",0.2306560052306855,male,EVERCORE ISI,"('LUV', '2019 q2')",0.0
34421,AAL,2019 q2,2030,0.5084304010270543,Ms. Helane R. Becker,0.5946812346675809,female,Cowen and Company,"('AAL', '2019 q2')",0.0
34422,ALK,2019 q2,2030,0.5416184724812791,Ms. Helane R. Becker,0.6654400186821875,female,Cowen and Company,"('ALK', '2019 q2')",0.0
34423,DAL,2019 q2,2030,0.6644766063173365,Ms. Helane R. Becker,0.6671073624939377,female,Cowen and Company,"('DAL', '2019 q2')",0.0
34424,FDX,2019 q2,2030,0.6209834734603574,Ms. Helane R. Becker,0.177905108547233,female,Cowen and Company,"('FDX', '2019 q2')",0.0
34425,LUV,2019 q2,2030,0.4584512270372051,Ms. Helane R. Becker,0.6586490601442782,female,Cowen and Company,"('LUV', '2019 q2')",0.0
34426,UAL,2019 q2,2030,0.6782373094827496,Ms. Helane R. Becker,0.7032109736935029,female,Cowen and Company,"('UAL', '2019 q2')",0.0
34427,UPS,2019 q2,2030,0.5938033678917878,Ms. Helane R. Becker,0.6076357987555114,female,Cowen and Company,"('UPS', '2019 q2')",0.0
34428,CHRW,2019 q2,2030,0.7061684571620814,Credit Suisse Global Product Marketing,0.7869471033879973,Not a person,Credit Suisse,"('CHRW', '2019 q2')",0.0
34429,CSX,2019 q2,2030,0.6588107431848023,Credit Suisse Global Product Marketing,0.6699465017627622,Not a person,Credit Suisse,"('CSX', '2019 q2')",0.0
34430,CHRW,2019 q2,2030,0.7061684571620814,"Matthew J. Young, CFA, CFA",0.4415929210857586,male,"Morningstar, Inc.","('CHRW', '2019 q2')",0.011111111690600714
34431,EXPD,2019 q2,2030,0.6988120997169718,"Matthew J. Young, CFA, CFA",0.4856156527495796,male,"Morningstar, Inc.","('EXPD', '2019 q2')",0.0
34432,JBHT,2019 q2,2030,0.7284055202191673,"Matthew J. Young, CFA, CFA",0.4345849461104586,male,"Morningstar, Inc.","('JBHT', '2019 q2')",0.0
34433,ODFL,2019 q2,2030,0.6279061389561803,"Matthew J. Young, CFA, CFA",0.5204295444266288,male,"Morningstar, Inc.","('ODFL', '2019 q2')",0.0
34434,CHRW,2019 q2,2030,0.7061684571620814,Mr. Amit Mehrotra,0.9026830337947408,male,Deutsche Bank,"('CHRW', '2019 q2')",0.0
34435,CSX,2019 q2,2030,0.6588107431848023,Mr. Amit Mehrotra,0.8285018019210849,male,Deutsche Bank,"('CSX', '2019 q2')",0.0
34436,EXPD,2019 q2,2030,0.6988120997169718,Mr. Amit Mehrotra,0.8901396810157194,male,Deutsche Bank,"('EXPD', '2019 q2')",0.0
34437,FDX,2019 q2,2030,0.6209834734603574,Mr. Amit Mehrotra,0.8629187342297476,male,Deutsche Bank,"('FDX', '2019 q2')",0.0
34438,JBHT,2019 q2,2030,0.7284055202191673,Mr. Amit Mehrotra,0.8810604711797424,male,Deutsche Bank,"('JBHT', '2019 q2')",0.0
34439,KSU,2019 q2,2030,0.6945611133112242,Mr. Amit Mehrotra,0.9130129617794612,male,Deutsche Bank,"('KSU', '2019 q2')",0.0
34440,UNP,2019 q2,2030,0.6043058775714687,Mr. Amit Mehrotra,0.9392507261721204,male,Deutsche Bank,"('UNP', '2019 q2')",0.0
34441,UPS,2019 q2,2030,0.5938033678917878,Mr. Amit Mehrotra,0.8704486115083773,male,Deutsche Bank,"('UPS', '2019 q2')",0.0
34442,CHRW,2019 q2,2030,0.7061684571620814,Bascome Majors,0.7875543579215447,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2019 q2')",0.0
34443,CSX,2019 q2,2030,0.6588107431848023,Bascome Majors,0.6879057232659036,Not a person,Susquehanna Financial Group LLLP,"('CSX', '2019 q2')",0.0
34444,EXPD,2019 q2,2030,0.6988120997169718,Bascome Majors,0.6589875269737744,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2019 q2')",0.0
34445,FDX,2019 q2,2030,0.6209834734603574,Bascome Majors,0.7558376087901009,Not a person,Susquehanna Financial Group LLLP,"('FDX', '2019 q2')",0.0
34446,JBHT,2019 q2,2030,0.7284055202191673,Bascome Majors,0.7497769271349046,Not a person,Susquehanna Financial Group LLLP,"('JBHT', '2019 q2')",0.0
34447,KSU,2019 q2,2030,0.6945611133112242,Bascome Majors,0.8014831894978716,Not a person,Susquehanna Financial Group LLLP,"('KSU', '2019 q2')",0.0
34448,NSC,2019 q2,2030,0.6615969379012978,Bascome Majors,0.852263259368977,Not a person,Susquehanna Financial Group LLLP,"('NSC', '2019 q2')",0.0
34449,UNP,2019 q2,2030,0.6043058775714687,Bascome Majors,0.7710758337651675,Not a person,Susquehanna Financial Group LLLP,"('UNP', '2019 q2')",0.0
34450,CHRW,2019 q2,2030,0.7061684571620814,Mr. Ken S. Hoexter,0.2376700716718884,male,BofA Global Research,"('CHRW', '2019 q2')",0.0
34451,CSX,2019 q2,2030,0.6588107431848023,Mr. Ken S. Hoexter,0.2725372658784374,male,BofA Global Research,"('CSX', '2019 q2')",0.0
34452,FDX,2019 q2,2030,0.6209834734603574,Mr. Ken S. Hoexter,0.2659337929048492,male,BofA Global Research,"('FDX', '2019 q2')",0.0
34453,JBHT,2019 q2,2030,0.7284055202191673,Mr. Ken S. Hoexter,0.3419629114252619,male,BofA Global Research,"('JBHT', '2019 q2')",0.0
34454,KSU,2019 q2,2030,0.6945611133112242,Mr. Ken S. Hoexter,0.3076007496318319,male,BofA Global Research,"('KSU', '2019 q2')",0.0
34455,NSC,2019 q2,2030,0.6615969379012978,Mr. Ken S. Hoexter,0.3691961031287906,male,BofA Global Research,"('NSC', '2019 q2')",0.0
34456,UNP,2019 q2,2030,0.6043058775714687,Mr. Ken S. Hoexter,0.30009348464053,male,BofA Global Research,"('UNP', '2019 q2')",0.0
34457,UPS,2019 q2,2030,0.5938033678917878,Mr. Ken S. Hoexter,0.2434076398246057,male,BofA Global Research,"('UPS', '2019 q2')",0.01666666753590107
34458,CHRW,2019 q2,2030,0.7061684571620814,Ravi Shanker,0.3969458261825753,male,Morgan Stanley,"('CHRW', '2019 q2')",0.0
34459,FDX,2019 q2,2030,0.6209834734603574,Ravi Shanker,0.3229284235857306,male,Morgan Stanley,"('FDX', '2019 q2')",0.004672468950351079
34460,UPS,2019 q2,2030,0.5938033678917878,Ravi Shanker,0.3749965617270599,male,Morgan Stanley,"('UPS', '2019 q2')",0.0
34461,CHRW,2019 q2,2030,0.7061684571620814,Mr. Scott H. Group,0.2454699778916506,male,Wolfe Research,"('CHRW', '2019 q2')",0.0
34462,CSX,2019 q2,2030,0.6588107431848023,Mr. Scott H. Group,0.2173183458682963,male,Wolfe Research,"('CSX', '2019 q2')",0.0
34463,EXPD,2019 q2,2030,0.6988120997169718,Mr. Scott H. Group,0.3055970040719326,male,Wolfe Research,"('EXPD', '2019 q2')",0.0
34464,FDX,2019 q2,2030,0.6209834734603574,Mr. Scott H. Group,0.1416505036398671,male,Wolfe Research,"('FDX', '2019 q2')",0.0
34465,JBHT,2019 q2,2030,0.7284055202191673,Mr. Scott H. Group,0.426272736475537,male,Wolfe Research,"('JBHT', '2019 q2')",0.0
34466,KSU,2019 q2,2030,0.6945611133112242,Mr. Scott H. Group,0.2874326838942294,male,Wolfe Research,"('KSU', '2019 q2')",0.0
34467,NSC,2019 q2,2030,0.6615969379012978,Mr. Scott H. Group,0.3267602551755832,male,Wolfe Research,"('NSC', '2019 q2')",0.0
34468,ODFL,2019 q2,2030,0.6279061389561803,Mr. Scott H. Group,0.4212535466596272,male,Wolfe Research,"('ODFL', '2019 q2')",0.0
34469,UNP,2019 q2,2030,0.6043058775714687,Mr. Scott H. Group,0.2141224800937461,male,Wolfe Research,"('UNP', '2019 q2')",0.0
34470,CHRW,2019 q2,2030,0.7061684571620814,Mr. Brandon R. Oglenski,0.7170634426362165,male,Barclays,"('CHRW', '2019 q2')",0.0
34471,FDX,2019 q2,2030,0.6209834734603574,Mr. Brandon R. Oglenski,0.2915195190171698,male,Barclays,"('FDX', '2019 q2')",0.0
34472,CHRW,2019 q2,2030,0.7061684571620814,Mr. Jason H. Seidl,0.7335777184986682,male,Cowen and Company,"('CHRW', '2019 q2')",0.0
34473,CSX,2019 q2,2030,0.6588107431848023,Mr. Jason H. Seidl,0.6590174634129826,male,Cowen and Company,"('CSX', '2019 q2')",0.0
34474,EXPD,2019 q2,2030,0.6988120997169718,Mr. Jason H. Seidl,0.6750262758422951,male,Cowen and Company,"('EXPD', '2019 q2')",0.0
34475,JBHT,2019 q2,2030,0.7284055202191673,Mr. Jason H. Seidl,0.6423900778326568,male,Cowen and Company,"('JBHT', '2019 q2')",0.0
34476,KSU,2019 q2,2030,0.6945611133112242,Mr. Jason H. Seidl,0.6611611061158064,male,Cowen and Company,"('KSU', '2019 q2')",0.0
34477,NSC,2019 q2,2030,0.6615969379012978,Mr. Jason H. Seidl,0.7268040706441589,male,Cowen and Company,"('NSC', '2019 q2')",0.0
34478,ODFL,2019 q2,2030,0.6279061389561803,Mr. Jason H. Seidl,0.7903951116516735,male,Cowen and Company,"('ODFL', '2019 q2')",0.0
34479,UNP,2019 q2,2030,0.6043058775714687,Mr. Jason H. Seidl,0.6179908697545778,male,Cowen and Company,"('UNP', '2019 q2')",0.0
34480,CSX,2019 q2,2030,0.6588107431848023,Mr. Keith Schoonmaker,0.5225177074242231,male,"Morningstar, Inc.","('CSX', '2019 q2')",0.0
34481,FDX,2019 q2,2030,0.6209834734603574,Mr. Keith Schoonmaker,0.6254882955098531,male,"Morningstar, Inc.","('FDX', '2019 q2')",0.0
34482,KSU,2019 q2,2030,0.6945611133112242,Mr. Keith Schoonmaker,0.5152471441134676,male,"Morningstar, Inc.","('KSU', '2019 q2')",0.0
34483,NSC,2019 q2,2030,0.6615969379012978,Mr. Keith Schoonmaker,0.5056749837432242,male,"Morningstar, Inc.","('NSC', '2019 q2')",0.0
34484,UNP,2019 q2,2030,0.6043058775714687,Mr. Keith Schoonmaker,0.4582523584440883,male,"Morningstar, Inc.","('UNP', '2019 q2')",0.0
34485,UPS,2019 q2,2030,0.5938033678917878,Mr. Keith Schoonmaker,0.6353795738577928,male,"Morningstar, Inc.","('UPS', '2019 q2')",0.0
34486,CSX,2019 q2,2030,0.6588107431848023,"Walter N. Spracklin, CFA",0.3736132787502982,male,RBC Capital Markets,"('CSX', '2019 q2')",0.0
34487,NSC,2019 q2,2030,0.6615969379012978,"Walter N. Spracklin, CFA",0.3812407594546019,male,RBC Capital Markets,"('NSC', '2019 q2')",0.0
34488,UNP,2019 q2,2030,0.6043058775714687,"Walter N. Spracklin, CFA",0.336691035043158,male,RBC Capital Markets,"('UNP', '2019 q2')",0.0
34489,CSX,2019 q2,2030,0.6588107431848023,Justin T. Long,0.2547021753667854,male,Stephens Inc.,"('CSX', '2019 q2')",0.0
34490,KSU,2019 q2,2030,0.6945611133112242,Justin T. Long,0.2791011871270639,male,Stephens Inc.,"('KSU', '2019 q2')",0.0
34491,UNP,2019 q2,2030,0.6043058775714687,Justin T. Long,0.247235202986254,male,Stephens Inc.,"('UNP', '2019 q2')",0.0
34492,CSX,2019 q2,2030,0.6588107431848023,Ms. Allison M. Landry,0.1897676872316579,female,Credit Suisse,"('CSX', '2019 q2')",0.0
34493,EXPD,2019 q2,2030,0.6988120997169718,Ms. Allison M. Landry,0.3106898991838213,female,Credit Suisse,"('EXPD', '2019 q2')",0.0
34494,KSU,2019 q2,2030,0.6945611133112242,Ms. Allison M. Landry,0.2943099857661488,female,Credit Suisse,"('KSU', '2019 q2')",0.0
34495,UNP,2019 q2,2030,0.6043058775714687,Ms. Allison M. Landry,0.237920741298457,female,Credit Suisse,"('UNP', '2019 q2')",0.0
34496,UPS,2019 q2,2030,0.5938033678917878,Ms. Allison M. Landry,0.34919504516125,female,Credit Suisse,"('UPS', '2019 q2')",0.0
34497,CSX,2019 q2,2030,0.6588107431848023,"Turan Quettawala, MBA",0.649040979195341,male,Scotiabank GBM,"('CSX', '2019 q2')",0.0
34498,NSC,2019 q2,2030,0.6615969379012978,"Turan Quettawala, MBA",0.6084003290613017,male,Scotiabank GBM,"('NSC', '2019 q2')",0.0
34499,UNP,2019 q2,2030,0.6043058775714687,"Turan Quettawala, MBA",0.5480914193390478,male,Scotiabank GBM,"('UNP', '2019 q2')",0.0
34500,CSX,2019 q2,2030,0.6588107431848023,Mr. Christopher A. Jacobson,0.5882598393116033,male,Susquehanna Financial Group LLLP,"('CSX', '2019 q2')",0.0743313804268837
34501,FDX,2019 q2,2030,0.6209834734603574,Mr. Christopher A. Jacobson,0.6103067442583386,male,Susquehanna Financial Group LLLP,"('FDX', '2019 q2')",0.08457339555025101
34502,DAL,2019 q2,2030,0.6644766063173365,SADIF Research,0.9939509838908388,Not a person,Sadif Analytics Prime,"('DAL', '2019 q2')",0.969146728515625
34503,EXPD,2019 q2,2030,0.6988120997169718,SADIF Research,0.941576146205621,Not a person,Sadif Analytics Prime,"('EXPD', '2019 q2')",0.9120194911956787
34504,JBHT,2019 q2,2030,0.7284055202191673,SADIF Research,0.9239918754187658,Not a person,Sadif Analytics Prime,"('JBHT', '2019 q2')",0.8935813903808594
34505,KSU,2019 q2,2030,0.6945611133112242,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KSU', '2019 q2')",0.9622371792793274
34506,UAL,2019 q2,2030,0.6782373094827496,SADIF Research,0.9620981571627591,Not a person,Sadif Analytics Prime,"('UAL', '2019 q2')",0.9480224847793579
34507,DAL,2019 q2,2030,0.6644766063173365,Michael J. Linenberg,0.934091911311931,male,Deutsche Bank,"('DAL', '2019 q2')",0.0
34508,DAL,2019 q2,2030,0.6644766063173365,Adam Hackel,0.2164836757001179,male,"Imperial Capital, LLC","('DAL', '2019 q2')",0.0
34509,LUV,2019 q2,2030,0.4584512270372051,Adam Hackel,0.1887246628434156,male,"Imperial Capital, LLC","('LUV', '2019 q2')",0.0
34510,FDX,2019 q2,2030,0.6209834734603574,Mr. Scott Schneeberger,0.5105712380140739,male,"Oppenheimer & Co., Inc.","('FDX', '2019 q2')",0.0
34511,UPS,2019 q2,2030,0.5938033678917878,Mr. Scott Schneeberger,0.2215692773757321,male,"Oppenheimer & Co., Inc.","('UPS', '2019 q2')",0.0
34512,FDX,2019 q2,2030,0.6209834734603574,Joel Spungin,0.3813688643497444,male,Berenberg,"('FDX', '2019 q2')",0.015365829691290855
34513,UPS,2019 q2,2030,0.5938033678917878,Joel Spungin,0.3173616800806665,male,Berenberg,"('UPS', '2019 q2')",0.0
34514,ODFL,2019 q2,2030,0.6279061389561803,Ms. Ariel Rosa,0.4404568099569462,female,BofA Global Research,"('ODFL', '2019 q2')",0.0
34515,UNP,2019 q2,2030,0.6043058775714687,Mr. Mark S. Streeter,0.2091266319651818,male,JPMorgan Econ & FI,"('UNP', '2019 q2')",0.0
34516,AAL,2019 q3,2030,0.5822713367934724,Michael J. Linenberg,0.8304228075425747,male,Deutsche Bank,"('AAL', '2019 q3')",0.0
34517,ALK,2019 q3,2030,0.737261866146057,Michael J. Linenberg,0.8176301909650734,male,Deutsche Bank,"('ALK', '2019 q3')",0.0
34518,DAL,2019 q3,2030,0.6553753616966049,Michael J. Linenberg,0.8192428567723619,male,Deutsche Bank,"('DAL', '2019 q3')",0.0
34519,LUV,2019 q3,2030,0.4887056169394037,Michael J. Linenberg,0.7223287479459977,male,Deutsche Bank,"('LUV', '2019 q3')",0.0
34520,UAL,2019 q3,2030,0.6942362044849514,Michael J. Linenberg,0.9028517444495228,male,Deutsche Bank,"('UAL', '2019 q3')",0.0
34521,AAL,2019 q3,2030,0.5822713367934724,Rajeev Lalwani,0.3845393773597733,male,Morgan Stanley,"('AAL', '2019 q3')",0.0
34522,AAL,2019 q3,2030,0.5822713367934724,"Matthew J. Young, CFA, CFA",0.2998468185120376,male,"Morningstar, Inc.","('AAL', '2019 q3')",0.0
34523,CHRW,2019 q3,2030,0.4243052799261788,"Matthew J. Young, CFA, CFA",0.3820877354325195,male,"Morningstar, Inc.","('CHRW', '2019 q3')",0.0
34524,DAL,2019 q3,2030,0.6553753616966049,"Matthew J. Young, CFA, CFA",0.3374183152709791,male,"Morningstar, Inc.","('DAL', '2019 q3')",0.0
34525,EXPD,2019 q3,2030,0.6218824693848343,"Matthew J. Young, CFA, CFA",0.4366861685221984,male,"Morningstar, Inc.","('EXPD', '2019 q3')",0.0
34526,JBHT,2019 q3,2030,0.542484144558883,"Matthew J. Young, CFA, CFA",0.3448333088330608,male,"Morningstar, Inc.","('JBHT', '2019 q3')",0.0
34527,ODFL,2019 q3,2030,0.6508960373777944,"Matthew J. Young, CFA, CFA",0.5216534006063329,male,"Morningstar, Inc.","('ODFL', '2019 q3')",0.0
34528,UAL,2019 q3,2030,0.6942362044849514,"Matthew J. Young, CFA, CFA",0.3509553302792199,male,"Morningstar, Inc.","('UAL', '2019 q3')",0.0
34529,AAL,2019 q3,2030,0.5822713367934724,Mr. James A. Corridore,0.5207142948085359,male,CFRA Equity Research,"('AAL', '2019 q3')",0.0
34530,ALK,2019 q3,2030,0.737261866146057,Mr. James A. Corridore,0.599189314455996,male,CFRA Equity Research,"('ALK', '2019 q3')",0.0
34531,CHRW,2019 q3,2030,0.4243052799261788,Mr. James A. Corridore,0.5081472034076403,male,CFRA Equity Research,"('CHRW', '2019 q3')",0.0
34532,CSX,2019 q3,2030,0.5865510407144067,Mr. James A. Corridore,0.4453455834314809,male,CFRA Equity Research,"('CSX', '2019 q3')",0.0
34533,DAL,2019 q3,2030,0.6553753616966049,Mr. James A. Corridore,0.5060582799945271,male,CFRA Equity Research,"('DAL', '2019 q3')",0.0
34534,EXPD,2019 q3,2030,0.6218824693848343,Mr. James A. Corridore,0.5393991058332831,male,CFRA Equity Research,"('EXPD', '2019 q3')",0.0
34535,FDX,2019 q3,2030,0.6752730043607318,Mr. James A. Corridore,0.6150163783128375,male,CFRA Equity Research,"('FDX', '2019 q3')",0.0
34536,JBHT,2019 q3,2030,0.542484144558883,Mr. James A. Corridore,0.4382051851795235,male,CFRA Equity Research,"('JBHT', '2019 q3')",0.0
34537,KSU,2019 q3,2030,0.4987430419873491,Mr. James A. Corridore,0.4046006185440706,male,CFRA Equity Research,"('KSU', '2019 q3')",0.0
34538,LUV,2019 q3,2030,0.4887056169394037,Mr. James A. Corridore,0.4119898478680528,male,CFRA Equity Research,"('LUV', '2019 q3')",0.0
34539,NSC,2019 q3,2030,0.6252633354743713,Mr. James A. Corridore,0.4869460470837159,male,CFRA Equity Research,"('NSC', '2019 q3')",0.0
34540,ODFL,2019 q3,2030,0.6508960373777944,Mr. James A. Corridore,0.5985544485235569,male,CFRA Equity Research,"('ODFL', '2019 q3')",0.0
34541,UAL,2019 q3,2030,0.6942362044849514,Mr. James A. Corridore,0.5258740296960974,male,CFRA Equity Research,"('UAL', '2019 q3')",0.0
34542,UNP,2019 q3,2030,0.616747235767191,Mr. James A. Corridore,0.4095356754332659,male,CFRA Equity Research,"('UNP', '2019 q3')",0.0
34543,UPS,2019 q3,2030,0.6001139344865387,Mr. James A. Corridore,0.6357247145349836,male,CFRA Equity Research,"('UPS', '2019 q3')",0.0
34544,AAL,2019 q3,2030,0.5822713367934724,Hunter K. Keay,0.2977762859634913,male,Wolfe Research,"('AAL', '2019 q3')",0.0081444401293993
34545,DAL,2019 q3,2030,0.6553753616966049,Hunter K. Keay,0.425477927792449,male,Wolfe Research,"('DAL', '2019 q3')",0.012228066101670265
34546,LUV,2019 q3,2030,0.4887056169394037,Hunter K. Keay,0.2709010406026211,male,Wolfe Research,"('LUV', '2019 q3')",0.0
34547,UAL,2019 q3,2030,0.6942362044849514,Hunter K. Keay,0.4326254225005644,male,Wolfe Research,"('UAL', '2019 q3')",0.0
34548,AAL,2019 q3,2030,0.5822713367934724,"Andrew G. Didora, CFA",0.4896194000364933,male,BofA Global Research,"('AAL', '2019 q3')",0.0
34549,ALK,2019 q3,2030,0.737261866146057,"Andrew G. Didora, CFA",0.6615101555301006,male,BofA Global Research,"('ALK', '2019 q3')",0.0
34550,DAL,2019 q3,2030,0.6553753616966049,"Andrew G. Didora, CFA",0.537967182264669,male,BofA Global Research,"('DAL', '2019 q3')",0.0
34551,LUV,2019 q3,2030,0.4887056169394037,"Andrew G. Didora, CFA",0.4171447499317317,male,BofA Global Research,"('LUV', '2019 q3')",0.0
34552,UAL,2019 q3,2030,0.6942362044849514,"Andrew G. Didora, CFA",0.3892952776075185,male,BofA Global Research,"('UAL', '2019 q3')",0.0
34553,AAL,2019 q3,2030,0.5822713367934724,Danny Goode,0.3585742007599597,male,"Morningstar, Inc.","('AAL', '2019 q3')",0.0
34554,ALK,2019 q3,2030,0.737261866146057,Danny Goode,0.620016111072123,male,"Morningstar, Inc.","('ALK', '2019 q3')",0.0
34555,DAL,2019 q3,2030,0.6553753616966049,Danny Goode,0.3044117600646157,male,"Morningstar, Inc.","('DAL', '2019 q3')",0.0
34556,LUV,2019 q3,2030,0.4887056169394037,Danny Goode,0.3678777573023283,male,"Morningstar, Inc.","('LUV', '2019 q3')",0.0
34557,UAL,2019 q3,2030,0.6942362044849514,Danny Goode,0.4016885576067094,male,"Morningstar, Inc.","('UAL', '2019 q3')",0.0
34558,AAL,2019 q3,2030,0.5822713367934724,"Daniel J. McKenzie, CFA",0.2678469697986875,male,The Buckingham Research Group,"('AAL', '2019 q3')",0.0
34559,ALK,2019 q3,2030,0.737261866146057,"Daniel J. McKenzie, CFA",0.406375381467074,male,The Buckingham Research Group,"('ALK', '2019 q3')",0.011335228569805622
34560,LUV,2019 q3,2030,0.4887056169394037,"Daniel J. McKenzie, CFA",0.2109465649674589,male,The Buckingham Research Group,"('LUV', '2019 q3')",0.0
34561,AAL,2019 q3,2030,0.5822713367934724,Ms. Helane R. Becker,0.6189769715668367,female,Cowen and Company,"('AAL', '2019 q3')",0.0
34562,DAL,2019 q3,2030,0.6553753616966049,Ms. Helane R. Becker,0.4688940003117215,female,Cowen and Company,"('DAL', '2019 q3')",0.0
34563,FDX,2019 q3,2030,0.6752730043607318,Ms. Helane R. Becker,0.224587757962698,female,Cowen and Company,"('FDX', '2019 q3')",0.0
34564,LUV,2019 q3,2030,0.4887056169394037,Ms. Helane R. Becker,0.572091501120261,female,Cowen and Company,"('LUV', '2019 q3')",0.0
34565,UAL,2019 q3,2030,0.6942362044849514,Ms. Helane R. Becker,0.7272872608391129,female,Cowen and Company,"('UAL', '2019 q3')",0.0
34566,UPS,2019 q3,2030,0.6001139344865387,Ms. Helane R. Becker,0.6239902054293335,female,Cowen and Company,"('UPS', '2019 q3')",0.0
34567,AAL,2019 q3,2030,0.5822713367934724,Mr. Christopher N. Stathoulopoulos,0.6026578447792568,male,Susquehanna Financial Group LLLP,"('AAL', '2019 q3')",0.0
34568,DAL,2019 q3,2030,0.6553753616966049,Mr. Christopher N. Stathoulopoulos,0.7476322611293619,male,Susquehanna Financial Group LLLP,"('DAL', '2019 q3')",0.0
34569,UAL,2019 q3,2030,0.6942362044849514,Mr. Christopher N. Stathoulopoulos,0.7602021914720617,male,Susquehanna Financial Group LLLP,"('UAL', '2019 q3')",0.0
34570,AAL,2019 q3,2030,0.5822713367934724,"Duane T. Pfennigwerth, CFA",0.2675495225015525,male,EVERCORE ISI,"('AAL', '2019 q3')",0.0
34571,ALK,2019 q3,2030,0.737261866146057,"Duane T. Pfennigwerth, CFA",0.3999934382880713,male,EVERCORE ISI,"('ALK', '2019 q3')",0.0
34572,DAL,2019 q3,2030,0.6553753616966049,"Duane T. Pfennigwerth, CFA",0.4548976795242843,male,EVERCORE ISI,"('DAL', '2019 q3')",0.0
34573,LUV,2019 q3,2030,0.4887056169394037,"Duane T. Pfennigwerth, CFA",0.2306529247992508,male,EVERCORE ISI,"('LUV', '2019 q3')",0.0
34574,UAL,2019 q3,2030,0.6942362044849514,"Duane T. Pfennigwerth, CFA",0.3404431949742558,male,EVERCORE ISI,"('UAL', '2019 q3')",0.0
34575,AAL,2019 q3,2030,0.5822713367934724,Mr. Jose Caiado De Sousa,0.3558843309460837,male,Credit Suisse,"('AAL', '2019 q3')",0.0
34576,ALK,2019 q3,2030,0.737261866146057,Mr. Jose Caiado De Sousa,0.3658446122257291,male,Credit Suisse,"('ALK', '2019 q3')",0.0
34577,DAL,2019 q3,2030,0.6553753616966049,Mr. Jose Caiado De Sousa,0.2990561952890869,male,Credit Suisse,"('DAL', '2019 q3')",0.0
34578,UAL,2019 q3,2030,0.6942362044849514,Mr. Jose Caiado De Sousa,0.2997526613923977,male,Credit Suisse,"('UAL', '2019 q3')",0.0
34579,AAL,2019 q3,2030,0.5822713367934724,Mr. Jack L. Atkins,0.1570262324047028,male,Stephens Inc.,"('AAL', '2019 q3')",0.0
34580,CHRW,2019 q3,2030,0.4243052799261788,Mr. Jack L. Atkins,0.1171225069285207,male,Stephens Inc.,"('CHRW', '2019 q3')",0.0
34581,DAL,2019 q3,2030,0.6553753616966049,Mr. Jack L. Atkins,0.210130229587998,male,Stephens Inc.,"('DAL', '2019 q3')",0.0
34582,EXPD,2019 q3,2030,0.6218824693848343,Mr. Jack L. Atkins,0.2227074948813595,male,Stephens Inc.,"('EXPD', '2019 q3')",0.0
34583,FDX,2019 q3,2030,0.6752730043607318,Mr. Jack L. Atkins,0.5800524378227369,male,Stephens Inc.,"('FDX', '2019 q3')",0.0
34584,LUV,2019 q3,2030,0.4887056169394037,Mr. Jack L. Atkins,0.2102346305148019,male,Stephens Inc.,"('LUV', '2019 q3')",0.0
34585,ODFL,2019 q3,2030,0.6508960373777944,Mr. Jack L. Atkins,0.333724641655523,male,Stephens Inc.,"('ODFL', '2019 q3')",0.010213661938905716
34586,ALK,2019 q3,2030,0.737261866146057,Mr. Michael W. Derchin,0.6604724853231034,male,"Imperial Capital, LLC","('ALK', '2019 q3')",0.03333333507180214
34587,DAL,2019 q3,2030,0.6553753616966049,Mr. Michael W. Derchin,0.2360583003586451,male,"Imperial Capital, LLC","('DAL', '2019 q3')",0.0
34588,LUV,2019 q3,2030,0.4887056169394037,Mr. Michael W. Derchin,0.1600340351765561,male,"Imperial Capital, LLC","('LUV', '2019 q3')",0.0
34589,UAL,2019 q3,2030,0.6942362044849514,Mr. Michael W. Derchin,0.290145121091616,male,"Imperial Capital, LLC","('UAL', '2019 q3')",0.0
34590,ALK,2019 q3,2030,0.737261866146057,SADIF Research,0.9693395877914652,Not a person,Sadif Analytics Prime,"('ALK', '2019 q3')",0.9741870164871216
34591,DAL,2019 q3,2030,0.6553753616966049,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('DAL', '2019 q3')",0.9698262214660645
34592,EXPD,2019 q3,2030,0.6218824693848343,SADIF Research,0.9405126832795878,Not a person,Sadif Analytics Prime,"('EXPD', '2019 q3')",0.9127969741821289
34593,ODFL,2019 q3,2030,0.6508960373777944,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('ODFL', '2019 q3')",0.9700064063072205
34594,UAL,2019 q3,2030,0.6942362044849514,SADIF Research,0.9967443585103584,Not a person,Sadif Analytics Prime,"('UAL', '2019 q3')",0.9738023281097412
34595,UNP,2019 q3,2030,0.616747235767191,SADIF Research,0.9373976657382064,Not a person,Sadif Analytics Prime,"('UNP', '2019 q3')",0.916229784488678
34596,CHRW,2019 q3,2030,0.4243052799261788,Ravi Shanker,0.3634905159717023,male,Morgan Stanley,"('CHRW', '2019 q3')",0.0
34597,CSX,2019 q3,2030,0.5865510407144067,Ravi Shanker,0.4440907969702537,male,Morgan Stanley,"('CSX', '2019 q3')",0.0
34598,FDX,2019 q3,2030,0.6752730043607318,Ravi Shanker,0.4572024387652735,male,Morgan Stanley,"('FDX', '2019 q3')",0.0
34599,JBHT,2019 q3,2030,0.542484144558883,Ravi Shanker,0.2824301206876992,male,Morgan Stanley,"('JBHT', '2019 q3')",0.0
34600,KSU,2019 q3,2030,0.4987430419873491,Ravi Shanker,0.4359118924114862,male,Morgan Stanley,"('KSU', '2019 q3')",0.0
34601,UNP,2019 q3,2030,0.616747235767191,Ravi Shanker,0.41624957754323,male,Morgan Stanley,"('UNP', '2019 q3')",0.0
34602,UPS,2019 q3,2030,0.6001139344865387,Ravi Shanker,0.4086869785105339,male,Morgan Stanley,"('UPS', '2019 q3')",0.0
34603,CHRW,2019 q3,2030,0.4243052799261788,Mr. Scott H. Group,0.0950526062580438,male,Wolfe Research,"('CHRW', '2019 q3')",0.0
34604,CSX,2019 q3,2030,0.5865510407144067,Mr. Scott H. Group,0.1441185477109192,male,Wolfe Research,"('CSX', '2019 q3')",0.0
34605,EXPD,2019 q3,2030,0.6218824693848343,Mr. Scott H. Group,0.2437059902821743,male,Wolfe Research,"('EXPD', '2019 q3')",0.0
34606,FDX,2019 q3,2030,0.6752730043607318,Mr. Scott H. Group,0.2185650859696605,male,Wolfe Research,"('FDX', '2019 q3')",0.0
34607,JBHT,2019 q3,2030,0.542484144558883,Mr. Scott H. Group,0.1510476430241762,male,Wolfe Research,"('JBHT', '2019 q3')",0.0
34608,KSU,2019 q3,2030,0.4987430419873491,Mr. Scott H. Group,0.195717747323378,male,Wolfe Research,"('KSU', '2019 q3')",0.01531331054866314
34609,NSC,2019 q3,2030,0.6252633354743713,Mr. Scott H. Group,0.2487581746446554,male,Wolfe Research,"('NSC', '2019 q3')",0.01666666753590107
34610,ODFL,2019 q3,2030,0.6508960373777944,Mr. Scott H. Group,0.2745294616814778,male,Wolfe Research,"('ODFL', '2019 q3')",0.0
34611,UNP,2019 q3,2030,0.616747235767191,Mr. Scott H. Group,0.1686164610946014,male,Wolfe Research,"('UNP', '2019 q3')",0.0
34612,UPS,2019 q3,2030,0.6001139344865387,Mr. Scott H. Group,0.2079334245107929,male,Wolfe Research,"('UPS', '2019 q3')",0.0
34613,CHRW,2019 q3,2030,0.4243052799261788,Mr. Scott Schneeberger,0.1028814396972474,male,"Oppenheimer & Co., Inc.","('CHRW', '2019 q3')",0.0
34614,FDX,2019 q3,2030,0.6752730043607318,Mr. Scott Schneeberger,0.3726874345691481,male,"Oppenheimer & Co., Inc.","('FDX', '2019 q3')",0.0
34615,UPS,2019 q3,2030,0.6001139344865387,Mr. Scott Schneeberger,0.325413328604881,male,"Oppenheimer & Co., Inc.","('UPS', '2019 q3')",0.0
34616,CHRW,2019 q3,2030,0.4243052799261788,Bascome Majors,0.4001915746621073,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2019 q3')",0.0
34617,CSX,2019 q3,2030,0.5865510407144067,Bascome Majors,0.6289991273149019,Not a person,Susquehanna Financial Group LLLP,"('CSX', '2019 q3')",0.0
34618,EXPD,2019 q3,2030,0.6218824693848343,Bascome Majors,0.6325027375782999,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2019 q3')",0.0
34619,FDX,2019 q3,2030,0.6752730043607318,Bascome Majors,0.928189147020554,Not a person,Susquehanna Financial Group LLLP,"('FDX', '2019 q3')",0.0
34620,JBHT,2019 q3,2030,0.542484144558883,Bascome Majors,0.5904038605850689,Not a person,Susquehanna Financial Group LLLP,"('JBHT', '2019 q3')",0.0
34621,KSU,2019 q3,2030,0.4987430419873491,Bascome Majors,0.7144184968660015,Not a person,Susquehanna Financial Group LLLP,"('KSU', '2019 q3')",0.0
34622,NSC,2019 q3,2030,0.6252633354743713,Bascome Majors,0.8631296108572952,Not a person,Susquehanna Financial Group LLLP,"('NSC', '2019 q3')",0.0
34623,UNP,2019 q3,2030,0.616747235767191,Bascome Majors,0.6409913544796763,Not a person,Susquehanna Financial Group LLLP,"('UNP', '2019 q3')",0.0
34624,UPS,2019 q3,2030,0.6001139344865387,Bascome Majors,0.7167449351507759,Not a person,Susquehanna Financial Group LLLP,"('UPS', '2019 q3')",0.0
34625,CHRW,2019 q3,2030,0.4243052799261788,Ms. Allison M. Landry,0.1832951919546765,female,Credit Suisse,"('CHRW', '2019 q3')",0.039870720356702805
34626,CSX,2019 q3,2030,0.5865510407144067,Ms. Allison M. Landry,0.3011353742861757,female,Credit Suisse,"('CSX', '2019 q3')",0.0
34627,EXPD,2019 q3,2030,0.6218824693848343,Ms. Allison M. Landry,0.2990172857609303,female,Credit Suisse,"('EXPD', '2019 q3')",0.0
34628,JBHT,2019 q3,2030,0.542484144558883,Ms. Allison M. Landry,0.1923902930895709,female,Credit Suisse,"('JBHT', '2019 q3')",0.033572662621736526
34629,KSU,2019 q3,2030,0.4987430419873491,Ms. Allison M. Landry,0.2106266444090824,female,Credit Suisse,"('KSU', '2019 q3')",0.0
34630,NSC,2019 q3,2030,0.6252633354743713,Ms. Allison M. Landry,0.3444295737420555,female,Credit Suisse,"('NSC', '2019 q3')",0.02578972838819027
34631,ODFL,2019 q3,2030,0.6508960373777944,Ms. Allison M. Landry,0.342055046191925,female,Credit Suisse,"('ODFL', '2019 q3')",0.0
34632,UNP,2019 q3,2030,0.616747235767191,Ms. Allison M. Landry,0.2196285893238265,female,Credit Suisse,"('UNP', '2019 q3')",0.0
34633,CHRW,2019 q3,2030,0.4243052799261788,Mr. Jason H. Seidl,0.6663899163309146,male,Cowen and Company,"('CHRW', '2019 q3')",0.0
34634,CSX,2019 q3,2030,0.5865510407144067,Mr. Jason H. Seidl,0.6620115601290845,male,Cowen and Company,"('CSX', '2019 q3')",0.0
34635,EXPD,2019 q3,2030,0.6218824693848343,Mr. Jason H. Seidl,0.6594032537677311,male,Cowen and Company,"('EXPD', '2019 q3')",0.0
34636,JBHT,2019 q3,2030,0.542484144558883,Mr. Jason H. Seidl,0.6046416433156806,male,Cowen and Company,"('JBHT', '2019 q3')",0.0
34637,KSU,2019 q3,2030,0.4987430419873491,Mr. Jason H. Seidl,0.632621256383846,male,Cowen and Company,"('KSU', '2019 q3')",0.0
34638,NSC,2019 q3,2030,0.6252633354743713,Mr. Jason H. Seidl,0.7027921131556883,male,Cowen and Company,"('NSC', '2019 q3')",0.0
34639,ODFL,2019 q3,2030,0.6508960373777944,Mr. Jason H. Seidl,0.7363978327506627,male,Cowen and Company,"('ODFL', '2019 q3')",0.0
34640,UNP,2019 q3,2030,0.616747235767191,Mr. Jason H. Seidl,0.6067805033855806,male,Cowen and Company,"('UNP', '2019 q3')",0.0
34641,CHRW,2019 q3,2030,0.4243052799261788,Mr. Ken S. Hoexter,0.1763010480938101,male,BofA Global Research,"('CHRW', '2019 q3')",0.0
34642,CSX,2019 q3,2030,0.5865510407144067,Mr. Ken S. Hoexter,0.2071237294190743,male,BofA Global Research,"('CSX', '2019 q3')",0.0
34643,FDX,2019 q3,2030,0.6752730043607318,Mr. Ken S. Hoexter,0.2943954284413865,male,BofA Global Research,"('FDX', '2019 q3')",0.0
34644,JBHT,2019 q3,2030,0.542484144558883,Mr. Ken S. Hoexter,0.1718439708978881,male,BofA Global Research,"('JBHT', '2019 q3')",0.0
34645,KSU,2019 q3,2030,0.4987430419873491,Mr. Ken S. Hoexter,0.1774370451142483,male,BofA Global Research,"('KSU', '2019 q3')",0.0
34646,NSC,2019 q3,2030,0.6252633354743713,Mr. Ken S. Hoexter,0.3611150079146534,male,BofA Global Research,"('NSC', '2019 q3')",0.0
34647,UNP,2019 q3,2030,0.616747235767191,Mr. Ken S. Hoexter,0.2798644110440806,male,BofA Global Research,"('UNP', '2019 q3')",0.01666666753590107
34648,UPS,2019 q3,2030,0.6001139344865387,Mr. Ken S. Hoexter,0.2636368843282778,male,BofA Global Research,"('UPS', '2019 q3')",0.0
34649,CSX,2019 q3,2030,0.5865510407144067,Mr. Amit Mehrotra,0.9670426554891096,male,Deutsche Bank,"('CSX', '2019 q3')",0.0
34650,FDX,2019 q3,2030,0.6752730043607318,Mr. Amit Mehrotra,0.993130189691256,male,Deutsche Bank,"('FDX', '2019 q3')",0.01115593034774065
34651,JBHT,2019 q3,2030,0.542484144558883,Mr. Amit Mehrotra,0.964084752476419,male,Deutsche Bank,"('JBHT', '2019 q3')",0.0
34652,UNP,2019 q3,2030,0.616747235767191,Mr. Amit Mehrotra,0.9507077714465892,male,Deutsche Bank,"('UNP', '2019 q3')",0.0
34653,CSX,2019 q3,2030,0.5865510407144067,Mr. Mark S. Streeter,0.2869413597189893,male,JPMorgan Econ & FI,"('CSX', '2019 q3')",0.020645903423428535
34654,KSU,2019 q3,2030,0.4987430419873491,Mr. Mark S. Streeter,0.1793856917892462,male,JPMorgan Econ & FI,"('KSU', '2019 q3')",0.035138897597789764
34655,UNP,2019 q3,2030,0.616747235767191,Mr. Mark S. Streeter,0.2005463596588921,male,JPMorgan Econ & FI,"('UNP', '2019 q3')",0.01155504584312439
34656,CSX,2019 q3,2030,0.5865510407144067,Mr. Keith Schoonmaker,0.4596073370663749,male,"Morningstar, Inc.","('CSX', '2019 q3')",0.0
34657,FDX,2019 q3,2030,0.6752730043607318,Mr. Keith Schoonmaker,0.6104583643506271,male,"Morningstar, Inc.","('FDX', '2019 q3')",0.0
34658,KSU,2019 q3,2030,0.4987430419873491,Mr. Keith Schoonmaker,0.4943018074294393,male,"Morningstar, Inc.","('KSU', '2019 q3')",0.0
34659,NSC,2019 q3,2030,0.6252633354743713,Mr. Keith Schoonmaker,0.4903195077674949,male,"Morningstar, Inc.","('NSC', '2019 q3')",0.0
34660,UNP,2019 q3,2030,0.616747235767191,Mr. Keith Schoonmaker,0.3875742885573712,male,"Morningstar, Inc.","('UNP', '2019 q3')",0.0
34661,UPS,2019 q3,2030,0.6001139344865387,Mr. Keith Schoonmaker,0.6337350334800217,male,"Morningstar, Inc.","('UPS', '2019 q3')",0.0
34662,CSX,2019 q3,2030,0.5865510407144067,"Walter N. Spracklin, CFA",0.4201974516286557,male,RBC Capital Markets,"('CSX', '2019 q3')",0.0
34663,NSC,2019 q3,2030,0.6252633354743713,"Walter N. Spracklin, CFA",0.519575930290277,male,RBC Capital Markets,"('NSC', '2019 q3')",0.0
34664,UNP,2019 q3,2030,0.616747235767191,"Walter N. Spracklin, CFA",0.366612503064908,male,RBC Capital Markets,"('UNP', '2019 q3')",0.0
34665,CSX,2019 q3,2030,0.5865510407144067,Justin T. Long,0.1576836164703982,male,Stephens Inc.,"('CSX', '2019 q3')",0.015043641440570354
34666,JBHT,2019 q3,2030,0.542484144558883,Justin T. Long,0.2526477952839833,male,Stephens Inc.,"('JBHT', '2019 q3')",0.0
34667,KSU,2019 q3,2030,0.4987430419873491,Justin T. Long,0.1787946361469899,male,Stephens Inc.,"('KSU', '2019 q3')",0.0
34668,UNP,2019 q3,2030,0.616747235767191,Justin T. Long,0.2514088669697662,male,Stephens Inc.,"('UNP', '2019 q3')",0.0
34669,LUV,2019 q3,2030,0.4887056169394037,Brian Bernard,0.2501288293487042,male,"Morningstar, Inc.","('LUV', '2019 q3')",0.0
34670,ODFL,2019 q3,2030,0.6508960373777944,Ms. Ariel Rosa,0.4037556023631193,female,BofA Global Research,"('ODFL', '2019 q3')",0.0
34671,AAL,2019 q4,2030,0.7197089019377392,"Duane T. Pfennigwerth, CFA",0.3878567649655138,male,EVERCORE ISI,"('AAL', '2019 q4')",0.0
34672,ALK,2019 q4,2030,0.7669560831055198,"Duane T. Pfennigwerth, CFA",0.6071061088537452,male,EVERCORE ISI,"('ALK', '2019 q4')",0.0
34673,DAL,2019 q4,2030,0.5326656493399289,"Duane T. Pfennigwerth, CFA",0.3082850754964604,male,EVERCORE ISI,"('DAL', '2019 q4')",0.0
34674,LUV,2019 q4,2030,0.7864006275611397,"Duane T. Pfennigwerth, CFA",0.7000609937191228,male,EVERCORE ISI,"('LUV', '2019 q4')",0.03333333507180214
34675,AAL,2019 q4,2030,0.7197089019377392,Mr. Jose Caiado De Sousa,0.320502159214741,male,Credit Suisse,"('AAL', '2019 q4')",0.0
34676,ALK,2019 q4,2030,0.7669560831055198,Mr. Jose Caiado De Sousa,0.6461359269862161,male,Credit Suisse,"('ALK', '2019 q4')",0.0
34677,DAL,2019 q4,2030,0.5326656493399289,Mr. Jose Caiado De Sousa,0.2406175365902518,male,Credit Suisse,"('DAL', '2019 q4')",0.0
34678,AAL,2019 q4,2030,0.7197089019377392,Rajeev Lalwani,0.5686749877046064,male,Morgan Stanley,"('AAL', '2019 q4')",0.01721806824207306
34679,AAL,2019 q4,2030,0.7197089019377392,SADIF Research,0.9954560600367212,Not a person,Sadif Analytics Prime,"('AAL', '2019 q4')",0.9782248139381409
34680,EXPD,2019 q4,2030,0.6289099605324794,SADIF Research,0.9391154898016824,Not a person,Sadif Analytics Prime,"('EXPD', '2019 q4')",0.910710334777832
34681,FDX,2019 q4,2030,0.6336561999079389,SADIF Research,0.9729435449746758,Not a person,Sadif Analytics Prime,"('FDX', '2019 q4')",0.9460489153862
34682,LUV,2019 q4,2030,0.7864006275611397,SADIF Research,0.9735561453159922,Not a person,Sadif Analytics Prime,"('LUV', '2019 q4')",0.9781464338302612
34683,NSC,2019 q4,2030,0.7804666858944802,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('NSC', '2019 q4')",0.9703447818756104
34684,ODFL,2019 q4,2030,0.6205883674320996,SADIF Research,0.9894864376808244,Not a person,Sadif Analytics Prime,"('ODFL', '2019 q4')",0.9699990749359131
34685,UAL,2019 q4,2030,0.7467858376486378,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('UAL', '2019 q4')",0.9693214893341064
34686,AAL,2019 q4,2030,0.7197089019377392,Mr. James A. Corridore,0.583077953730982,male,CFRA Equity Research,"('AAL', '2019 q4')",0.0
34687,ALK,2019 q4,2030,0.7669560831055198,Mr. James A. Corridore,0.6721753919350743,male,CFRA Equity Research,"('ALK', '2019 q4')",0.0
34688,CHRW,2019 q4,2030,0.5730122114430115,Mr. James A. Corridore,0.5287558457786473,male,CFRA Equity Research,"('CHRW', '2019 q4')",0.0
34689,CSX,2019 q4,2030,0.4984024783864074,Mr. James A. Corridore,0.4060665943444668,male,CFRA Equity Research,"('CSX', '2019 q4')",0.0
34690,DAL,2019 q4,2030,0.5326656493399289,Mr. James A. Corridore,0.4954139832200916,male,CFRA Equity Research,"('DAL', '2019 q4')",0.0
34691,EXPD,2019 q4,2030,0.6289099605324794,Mr. James A. Corridore,0.5382586755847211,male,CFRA Equity Research,"('EXPD', '2019 q4')",0.0
34692,FDX,2019 q4,2030,0.6336561999079389,Mr. James A. Corridore,0.5965766278280663,male,CFRA Equity Research,"('FDX', '2019 q4')",0.0
34693,JBHT,2019 q4,2030,0.4402103264230308,Mr. James A. Corridore,0.4061007389309323,male,CFRA Equity Research,"('JBHT', '2019 q4')",0.0
34694,KSU,2019 q4,2030,0.6334991194523099,Mr. James A. Corridore,0.4849413019204012,male,CFRA Equity Research,"('KSU', '2019 q4')",0.0
34695,LUV,2019 q4,2030,0.7864006275611397,Mr. James A. Corridore,0.6057083798794978,male,CFRA Equity Research,"('LUV', '2019 q4')",0.0
34696,NSC,2019 q4,2030,0.7804666858944802,Mr. James A. Corridore,0.5983136211992732,male,CFRA Equity Research,"('NSC', '2019 q4')",0.0
34697,ODFL,2019 q4,2030,0.6205883674320996,Mr. James A. Corridore,0.5934969557148675,male,CFRA Equity Research,"('ODFL', '2019 q4')",0.0
34698,UAL,2019 q4,2030,0.7467858376486378,Mr. James A. Corridore,0.5835963882891849,male,CFRA Equity Research,"('UAL', '2019 q4')",0.0
34699,UNP,2019 q4,2030,0.4967722861348363,Mr. James A. Corridore,0.4045684460385583,male,CFRA Equity Research,"('UNP', '2019 q4')",0.0
34700,UPS,2019 q4,2030,0.6137028712947383,Mr. James A. Corridore,0.6362600569394415,male,CFRA Equity Research,"('UPS', '2019 q4')",0.0
34701,AAL,2019 q4,2030,0.7197089019377392,Michael J. Linenberg,0.8682755990869094,male,Deutsche Bank,"('AAL', '2019 q4')",0.0
34702,ALK,2019 q4,2030,0.7669560831055198,Michael J. Linenberg,0.8982708964100754,male,Deutsche Bank,"('ALK', '2019 q4')",0.0
34703,DAL,2019 q4,2030,0.5326656493399289,Michael J. Linenberg,0.8294285705637838,male,Deutsche Bank,"('DAL', '2019 q4')",0.0
34704,LUV,2019 q4,2030,0.7864006275611397,Michael J. Linenberg,0.8563276408852801,male,Deutsche Bank,"('LUV', '2019 q4')",0.0
34705,UAL,2019 q4,2030,0.7467858376486378,Michael J. Linenberg,0.9152409857906408,male,Deutsche Bank,"('UAL', '2019 q4')",0.0
34706,AAL,2019 q4,2030,0.7197089019377392,"Matthew J. Young, CFA, CFA",0.5179954343993197,male,"Morningstar, Inc.","('AAL', '2019 q4')",0.0
34707,CHRW,2019 q4,2030,0.5730122114430115,"Matthew J. Young, CFA, CFA",0.4024946930219084,male,"Morningstar, Inc.","('CHRW', '2019 q4')",0.0
34708,CSX,2019 q4,2030,0.4984024783864074,"Matthew J. Young, CFA, CFA",0.3074922964845926,male,"Morningstar, Inc.","('CSX', '2019 q4')",0.0
34709,EXPD,2019 q4,2030,0.6289099605324794,"Matthew J. Young, CFA, CFA",0.4558443304325029,male,"Morningstar, Inc.","('EXPD', '2019 q4')",0.01666666753590107
34710,FDX,2019 q4,2030,0.6336561999079389,"Matthew J. Young, CFA, CFA",0.5929776257859424,male,"Morningstar, Inc.","('FDX', '2019 q4')",0.0
34711,JBHT,2019 q4,2030,0.4402103264230308,"Matthew J. Young, CFA, CFA",0.3563088951626892,male,"Morningstar, Inc.","('JBHT', '2019 q4')",0.0
34712,ODFL,2019 q4,2030,0.6205883674320996,"Matthew J. Young, CFA, CFA",0.5395198136442976,male,"Morningstar, Inc.","('ODFL', '2019 q4')",0.0
34713,UAL,2019 q4,2030,0.7467858376486378,"Matthew J. Young, CFA, CFA",0.5988946302242261,male,"Morningstar, Inc.","('UAL', '2019 q4')",0.0
34714,UNP,2019 q4,2030,0.4967722861348363,"Matthew J. Young, CFA, CFA",0.2842554472034393,male,"Morningstar, Inc.","('UNP', '2019 q4')",0.0
34715,UPS,2019 q4,2030,0.6137028712947383,"Matthew J. Young, CFA, CFA",0.4400674247514983,male,"Morningstar, Inc.","('UPS', '2019 q4')",0.0
34716,AAL,2019 q4,2030,0.7197089019377392,Ms. Helane R. Becker,0.6758658159655316,female,Cowen and Company,"('AAL', '2019 q4')",0.0
34717,ALK,2019 q4,2030,0.7669560831055198,Ms. Helane R. Becker,0.6821299126906656,female,Cowen and Company,"('ALK', '2019 q4')",0.0
34718,DAL,2019 q4,2030,0.5326656493399289,Ms. Helane R. Becker,0.2816696914687652,female,Cowen and Company,"('DAL', '2019 q4')",0.0
34719,FDX,2019 q4,2030,0.6336561999079389,Ms. Helane R. Becker,0.449459370276412,female,Cowen and Company,"('FDX', '2019 q4')",0.0
34720,LUV,2019 q4,2030,0.7864006275611397,Ms. Helane R. Becker,0.6819774743139994,female,Cowen and Company,"('LUV', '2019 q4')",0.0
34721,UAL,2019 q4,2030,0.7467858376486378,Ms. Helane R. Becker,0.6016806700712894,female,Cowen and Company,"('UAL', '2019 q4')",0.0
34722,UPS,2019 q4,2030,0.6137028712947383,Ms. Helane R. Becker,0.6322304327540551,female,Cowen and Company,"('UPS', '2019 q4')",0.0
34723,AAL,2019 q4,2030,0.7197089019377392,"Daniel J. McKenzie, CFA",0.6143726962857703,male,The Buckingham Research Group,"('AAL', '2019 q4')",0.0
34724,DAL,2019 q4,2030,0.5326656493399289,"Daniel J. McKenzie, CFA",0.1666899713118925,male,The Buckingham Research Group,"('DAL', '2019 q4')",0.005312434863299131
34725,LUV,2019 q4,2030,0.7864006275611397,"Daniel J. McKenzie, CFA",0.5889758290726067,male,The Buckingham Research Group,"('LUV', '2019 q4')",0.0
34726,UAL,2019 q4,2030,0.7467858376486378,"Daniel J. McKenzie, CFA",0.3285781506299932,male,The Buckingham Research Group,"('UAL', '2019 q4')",0.0
34727,AAL,2019 q4,2030,0.7197089019377392,Mr. Jack L. Atkins,0.2688943728363407,male,Stephens Inc.,"('AAL', '2019 q4')",0.0
34728,CHRW,2019 q4,2030,0.5730122114430115,Mr. Jack L. Atkins,0.2160842790410065,male,Stephens Inc.,"('CHRW', '2019 q4')",0.0
34729,DAL,2019 q4,2030,0.5326656493399289,Mr. Jack L. Atkins,0.2940211369539717,male,Stephens Inc.,"('DAL', '2019 q4')",0.0
34730,EXPD,2019 q4,2030,0.6289099605324794,Mr. Jack L. Atkins,0.2208174910388945,male,Stephens Inc.,"('EXPD', '2019 q4')",0.0
34731,LUV,2019 q4,2030,0.7864006275611397,Mr. Jack L. Atkins,0.4180944556987562,male,Stephens Inc.,"('LUV', '2019 q4')",0.0
34732,ODFL,2019 q4,2030,0.6205883674320996,Mr. Jack L. Atkins,0.4112760383256938,male,Stephens Inc.,"('ODFL', '2019 q4')",0.04065616801381111
34733,UAL,2019 q4,2030,0.7467858376486378,Mr. Jack L. Atkins,0.4061215214641042,male,Stephens Inc.,"('UAL', '2019 q4')",0.0
34734,ALK,2019 q4,2030,0.7669560831055198,Hunter K. Keay,0.6235195248898412,male,Wolfe Research,"('ALK', '2019 q4')",0.0
34735,DAL,2019 q4,2030,0.5326656493399289,Hunter K. Keay,0.2444092197375809,male,Wolfe Research,"('DAL', '2019 q4')",0.012044952251017094
34736,UAL,2019 q4,2030,0.7467858376486378,Hunter K. Keay,0.4088604812342354,male,Wolfe Research,"('UAL', '2019 q4')",0.0
34737,CHRW,2019 q4,2030,0.5730122114430115,Ravi Shanker,0.3287531836429178,male,Morgan Stanley,"('CHRW', '2019 q4')",0.005453476682305336
34738,CSX,2019 q4,2030,0.4984024783864074,Ravi Shanker,0.3424009811531782,male,Morgan Stanley,"('CSX', '2019 q4')",0.0
34739,FDX,2019 q4,2030,0.6336561999079389,Ravi Shanker,0.4093873245678501,male,Morgan Stanley,"('FDX', '2019 q4')",0.0
34740,JBHT,2019 q4,2030,0.4402103264230308,Ravi Shanker,0.285631522313023,male,Morgan Stanley,"('JBHT', '2019 q4')",0.0
34741,KSU,2019 q4,2030,0.6334991194523099,Ravi Shanker,0.4625695521268221,male,Morgan Stanley,"('KSU', '2019 q4')",0.0
34742,NSC,2019 q4,2030,0.7804666858944802,Ravi Shanker,0.5432935993680761,male,Morgan Stanley,"('NSC', '2019 q4')",0.0
34743,UNP,2019 q4,2030,0.4967722861348363,Ravi Shanker,0.4600005352754159,male,Morgan Stanley,"('UNP', '2019 q4')",0.0
34744,UPS,2019 q4,2030,0.6137028712947383,Ravi Shanker,0.3642898286677642,male,Morgan Stanley,"('UPS', '2019 q4')",0.0
34745,CHRW,2019 q4,2030,0.5730122114430115,Mr. Scott H. Group,0.1496689302109965,male,Wolfe Research,"('CHRW', '2019 q4')",0.0
34746,CSX,2019 q4,2030,0.4984024783864074,Mr. Scott H. Group,0.1403089013532693,male,Wolfe Research,"('CSX', '2019 q4')",0.0
34747,EXPD,2019 q4,2030,0.6289099605324794,Mr. Scott H. Group,0.2386999760648135,male,Wolfe Research,"('EXPD', '2019 q4')",0.0
34748,FDX,2019 q4,2030,0.6336561999079389,Mr. Scott H. Group,0.2466819630903768,male,Wolfe Research,"('FDX', '2019 q4')",0.0
34749,JBHT,2019 q4,2030,0.4402103264230308,Mr. Scott H. Group,0.1662805454334023,male,Wolfe Research,"('JBHT', '2019 q4')",0.0
34750,KSU,2019 q4,2030,0.6334991194523099,Mr. Scott H. Group,0.2512776775667308,male,Wolfe Research,"('KSU', '2019 q4')",0.0
34751,NSC,2019 q4,2030,0.7804666858944802,Mr. Scott H. Group,0.3743922062750131,male,Wolfe Research,"('NSC', '2019 q4')",0.0
34752,ODFL,2019 q4,2030,0.6205883674320996,Mr. Scott H. Group,0.2546179483366806,male,Wolfe Research,"('ODFL', '2019 q4')",0.0
34753,UNP,2019 q4,2030,0.4967722861348363,Mr. Scott H. Group,0.1517573680767631,male,Wolfe Research,"('UNP', '2019 q4')",0.0
34754,UPS,2019 q4,2030,0.6137028712947383,Mr. Scott H. Group,0.266451999805954,male,Wolfe Research,"('UPS', '2019 q4')",0.0
34755,CHRW,2019 q4,2030,0.5730122114430115,Mr. Ken S. Hoexter,0.2061969724023324,male,BofA Global Research,"('CHRW', '2019 q4')",0.0
34756,CSX,2019 q4,2030,0.4984024783864074,Mr. Ken S. Hoexter,0.1941267192940088,male,BofA Global Research,"('CSX', '2019 q4')",0.0
34757,FDX,2019 q4,2030,0.6336561999079389,Mr. Ken S. Hoexter,0.186509915057908,male,BofA Global Research,"('FDX', '2019 q4')",0.0
34758,JBHT,2019 q4,2030,0.4402103264230308,Mr. Ken S. Hoexter,0.1484018671207099,male,BofA Global Research,"('JBHT', '2019 q4')",0.0
34759,KSU,2019 q4,2030,0.6334991194523099,Mr. Ken S. Hoexter,0.283341228807138,male,BofA Global Research,"('KSU', '2019 q4')",0.003974717731277148
34760,NSC,2019 q4,2030,0.7804666858944802,Mr. Ken S. Hoexter,0.409976143219908,male,BofA Global Research,"('NSC', '2019 q4')",0.0
34761,UNP,2019 q4,2030,0.4967722861348363,Mr. Ken S. Hoexter,0.2142725641437816,male,BofA Global Research,"('UNP', '2019 q4')",0.0
34762,UPS,2019 q4,2030,0.6137028712947383,Mr. Ken S. Hoexter,0.3037590020380534,male,BofA Global Research,"('UPS', '2019 q4')",0.0
34763,CHRW,2019 q4,2030,0.5730122114430115,Mr. Amit Mehrotra,0.8775797453115768,male,Deutsche Bank,"('CHRW', '2019 q4')",0.0
34764,CSX,2019 q4,2030,0.4984024783864074,Mr. Amit Mehrotra,0.7144850428896105,male,Deutsche Bank,"('CSX', '2019 q4')",0.03333333507180214
34765,KSU,2019 q4,2030,0.6334991194523099,Mr. Amit Mehrotra,0.8998643661511018,male,Deutsche Bank,"('KSU', '2019 q4')",0.0
34766,CHRW,2019 q4,2030,0.5730122114430115,Mr. Scott Schneeberger,0.1417570950930902,male,"Oppenheimer & Co., Inc.","('CHRW', '2019 q4')",0.0
34767,FDX,2019 q4,2030,0.6336561999079389,Mr. Scott Schneeberger,0.3192185048286857,male,"Oppenheimer & Co., Inc.","('FDX', '2019 q4')",0.0
34768,CHRW,2019 q4,2030,0.5730122114430115,Ms. Allison M. Landry,0.2774243504035814,female,Credit Suisse,"('CHRW', '2019 q4')",0.0
34769,CSX,2019 q4,2030,0.4984024783864074,Ms. Allison M. Landry,0.1951583092799775,female,Credit Suisse,"('CSX', '2019 q4')",0.0
34770,EXPD,2019 q4,2030,0.6289099605324794,Ms. Allison M. Landry,0.3019561869458255,female,Credit Suisse,"('EXPD', '2019 q4')",0.0
34771,JBHT,2019 q4,2030,0.4402103264230308,Ms. Allison M. Landry,0.1928938896645077,female,Credit Suisse,"('JBHT', '2019 q4')",0.0
34772,ODFL,2019 q4,2030,0.6205883674320996,Ms. Allison M. Landry,0.3595953998878547,female,Credit Suisse,"('ODFL', '2019 q4')",0.0
34773,UNP,2019 q4,2030,0.4967722861348363,Ms. Allison M. Landry,0.2305405426591189,female,Credit Suisse,"('UNP', '2019 q4')",0.0
34774,UPS,2019 q4,2030,0.6137028712947383,Ms. Allison M. Landry,0.5169490824277044,female,Credit Suisse,"('UPS', '2019 q4')",0.0
34775,CHRW,2019 q4,2030,0.5730122114430115,Bascome Majors,0.8093658340797085,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2019 q4')",0.0
34776,CSX,2019 q4,2030,0.4984024783864074,Bascome Majors,0.4902981376699575,Not a person,Susquehanna Financial Group LLLP,"('CSX', '2019 q4')",0.0
34777,EXPD,2019 q4,2030,0.6289099605324794,Bascome Majors,0.6838325922772186,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2019 q4')",0.0
34778,FDX,2019 q4,2030,0.6336561999079389,Bascome Majors,0.8015623226253361,Not a person,Susquehanna Financial Group LLLP,"('FDX', '2019 q4')",0.0
34779,JBHT,2019 q4,2030,0.4402103264230308,Bascome Majors,0.4732832192840684,Not a person,Susquehanna Financial Group LLLP,"('JBHT', '2019 q4')",0.0
34780,KSU,2019 q4,2030,0.6334991194523099,Bascome Majors,0.7170247521958285,Not a person,Susquehanna Financial Group LLLP,"('KSU', '2019 q4')",0.0
34781,NSC,2019 q4,2030,0.7804666858944802,Bascome Majors,0.8532418540072492,Not a person,Susquehanna Financial Group LLLP,"('NSC', '2019 q4')",0.0
34782,CHRW,2019 q4,2030,0.5730122114430115,Mr. Jason H. Seidl,0.6787237900060517,male,Cowen and Company,"('CHRW', '2019 q4')",0.0
34783,CSX,2019 q4,2030,0.4984024783864074,Mr. Jason H. Seidl,0.661609496257244,male,Cowen and Company,"('CSX', '2019 q4')",0.0
34784,EXPD,2019 q4,2030,0.6289099605324794,Mr. Jason H. Seidl,0.6512509036503817,male,Cowen and Company,"('EXPD', '2019 q4')",0.0
34785,JBHT,2019 q4,2030,0.4402103264230308,Mr. Jason H. Seidl,0.6141186763931267,male,Cowen and Company,"('JBHT', '2019 q4')",0.0
34786,KSU,2019 q4,2030,0.6334991194523099,Mr. Jason H. Seidl,0.4436789874682739,male,Cowen and Company,"('KSU', '2019 q4')",0.0
34787,NSC,2019 q4,2030,0.7804666858944802,Mr. Jason H. Seidl,0.7735952968088511,male,Cowen and Company,"('NSC', '2019 q4')",0.0
34788,UNP,2019 q4,2030,0.4967722861348363,Mr. Jason H. Seidl,0.6368976797899453,male,Cowen and Company,"('UNP', '2019 q4')",0.0
34789,CSX,2019 q4,2030,0.4984024783864074,Mr. Keith Schoonmaker,0.4054921530346553,male,"Morningstar, Inc.","('CSX', '2019 q4')",0.0
34790,KSU,2019 q4,2030,0.6334991194523099,Mr. Keith Schoonmaker,0.5608201581803194,male,"Morningstar, Inc.","('KSU', '2019 q4')",0.0
34791,NSC,2019 q4,2030,0.7804666858944802,Mr. Keith Schoonmaker,0.8324545730888027,male,"Morningstar, Inc.","('NSC', '2019 q4')",0.0
34792,UNP,2019 q4,2030,0.4967722861348363,Mr. Keith Schoonmaker,0.6456956816462913,male,"Morningstar, Inc.","('UNP', '2019 q4')",0.0
34793,UPS,2019 q4,2030,0.6137028712947383,Mr. Keith Schoonmaker,0.7386810711567879,male,"Morningstar, Inc.","('UPS', '2019 q4')",0.0
34794,CSX,2019 q4,2030,0.4984024783864074,"Walter N. Spracklin, CFA",0.1522882149206418,male,RBC Capital Markets,"('CSX', '2019 q4')",0.0
34795,UNP,2019 q4,2030,0.4967722861348363,"Walter N. Spracklin, CFA",0.3942479665714173,male,RBC Capital Markets,"('UNP', '2019 q4')",0.0
34796,CSX,2019 q4,2030,0.4984024783864074,Justin T. Long,0.1858993350806982,male,Stephens Inc.,"('CSX', '2019 q4')",0.0
34797,KSU,2019 q4,2030,0.6334991194523099,Justin T. Long,0.3830142114832444,male,Stephens Inc.,"('KSU', '2019 q4')",0.0
34798,DAL,2019 q4,2030,0.5326656493399289,Mr. Christopher N. Stathoulopoulos,0.5745767656155137,male,Susquehanna Financial Group LLLP,"('DAL', '2019 q4')",0.0
34799,UAL,2019 q4,2030,0.7467858376486378,Mr. Christopher N. Stathoulopoulos,0.759183109249519,male,Susquehanna Financial Group LLLP,"('UAL', '2019 q4')",0.0
34800,DAL,2019 q4,2030,0.5326656493399289,"Andrew G. Didora, CFA",0.492195977358209,male,BofA Global Research,"('DAL', '2019 q4')",0.0
34801,UAL,2019 q4,2030,0.7467858376486378,"Andrew G. Didora, CFA",0.5115632237079101,male,BofA Global Research,"('UAL', '2019 q4')",0.0
34802,FDX,2019 q4,2030,0.6336561999079389,William Fitzalan Howard,0.2525687806404689,male,Berenberg,"('FDX', '2019 q4')",0.0
34803,FDX,2019 q4,2030,0.6336561999079389,"Allison A. Poliniak-Cusic, CFA",0.2181981350731828,female,"Wells Fargo Securities, LLC","('FDX', '2019 q4')",0.0
34804,UPS,2019 q4,2030,0.6137028712947383,"Allison A. Poliniak-Cusic, CFA",0.4117667167417614,female,"Wells Fargo Securities, LLC","('UPS', '2019 q4')",0.0
34805,FDX,2019 q4,2030,0.6336561999079389,Mr. Brandon R. Oglenski,0.6187539322944248,male,Barclays,"('FDX', '2019 q4')",0.013646561652421951
34806,LUV,2019 q4,2030,0.7864006275611397,Brian Bernard,0.6307186627642399,male,"Morningstar, Inc.","('LUV', '2019 q4')",0.0
34807,ODFL,2019 q4,2030,0.6205883674320996,Ms. Ariel Rosa,0.4149634401637751,female,BofA Global Research,"('ODFL', '2019 q4')",0.0
34808,UNP,2019 q4,2030,0.4967722861348363,Mr. Mark S. Streeter,0.188745582125498,male,JPMorgan Econ & FI,"('UNP', '2019 q4')",0.0
34809,AAL,2020 q1,2030,0.7186230293343581,Brian Bernard,0.5398996004947704,male,"Morningstar, Inc.","('AAL', '2020 q1')",0.0
34810,DAL,2020 q1,2030,0.6671840634220378,Brian Bernard,0.4845507358332897,male,"Morningstar, Inc.","('DAL', '2020 q1')",0.0
34811,LUV,2020 q1,2030,0.6379709422027485,Brian Bernard,0.5446001350329682,male,"Morningstar, Inc.","('LUV', '2020 q1')",0.0
34812,UAL,2020 q1,2030,0.726491251475345,Brian Bernard,0.5777842549551543,male,"Morningstar, Inc.","('UAL', '2020 q1')",0.0
34813,AAL,2020 q1,2030,0.7186230293343581,Ms. Helane R. Becker,0.7235755223757424,female,Cowen and Company,"('AAL', '2020 q1')",0.0
34814,FDX,2020 q1,2030,0.5734304721332055,Ms. Helane R. Becker,0.4731748735444613,female,Cowen and Company,"('FDX', '2020 q1')",0.0
34815,UAL,2020 q1,2030,0.726491251475345,Ms. Helane R. Becker,0.7599075267576711,female,Cowen and Company,"('UAL', '2020 q1')",0.00501034501940012
34816,UPS,2020 q1,2030,0.6874340193572847,Ms. Helane R. Becker,0.2414122674877329,female,Cowen and Company,"('UPS', '2020 q1')",0.0
34817,AAL,2020 q1,2030,0.7186230293343581,Mr. James A. Corridore,0.4840693487834894,male,CFRA Equity Research,"('AAL', '2020 q1')",0.0
34818,ALK,2020 q1,2030,0.5485802821951888,Mr. James A. Corridore,0.4251060711734997,male,CFRA Equity Research,"('ALK', '2020 q1')",0.0
34819,CHRW,2020 q1,2030,0.5485161173769131,Mr. James A. Corridore,0.4686197321224452,male,CFRA Equity Research,"('CHRW', '2020 q1')",0.0
34820,CSX,2020 q1,2030,0.5625715762330084,Mr. James A. Corridore,0.4184931701784362,male,CFRA Equity Research,"('CSX', '2020 q1')",0.0
34821,DAL,2020 q1,2030,0.6671840634220378,Mr. James A. Corridore,0.4526793912336785,male,CFRA Equity Research,"('DAL', '2020 q1')",0.0
34822,EXPD,2020 q1,2030,0.5769756190146942,Mr. James A. Corridore,0.4160332802794647,male,CFRA Equity Research,"('EXPD', '2020 q1')",0.0
34823,FDX,2020 q1,2030,0.5734304721332055,Mr. James A. Corridore,0.501232569025389,male,CFRA Equity Research,"('FDX', '2020 q1')",0.0
34824,JBHT,2020 q1,2030,0.4873378242385766,Mr. James A. Corridore,0.3511463346899939,male,CFRA Equity Research,"('JBHT', '2020 q1')",0.0
34825,KSU,2020 q1,2030,0.5929491153765396,Mr. James A. Corridore,0.4396962791964752,male,CFRA Equity Research,"('KSU', '2020 q1')",0.0
34826,LUV,2020 q1,2030,0.6379709422027485,Mr. James A. Corridore,0.4206125709474291,male,CFRA Equity Research,"('LUV', '2020 q1')",0.0
34827,NSC,2020 q1,2030,0.6056495318119033,Mr. James A. Corridore,0.452080987779231,male,CFRA Equity Research,"('NSC', '2020 q1')",0.0
34828,ODFL,2020 q1,2030,0.5344663045093012,Mr. James A. Corridore,0.4410043122941882,male,CFRA Equity Research,"('ODFL', '2020 q1')",0.0
34829,UAL,2020 q1,2030,0.726491251475345,Mr. James A. Corridore,0.5206110117150303,male,CFRA Equity Research,"('UAL', '2020 q1')",0.0
34830,UNP,2020 q1,2030,0.603681425983559,Mr. James A. Corridore,0.3790423026102683,male,CFRA Equity Research,"('UNP', '2020 q1')",0.0
34831,UPS,2020 q1,2030,0.6874340193572847,Mr. James A. Corridore,0.5486477721709556,male,CFRA Equity Research,"('UPS', '2020 q1')",0.0
34832,AAL,2020 q1,2030,0.7186230293343581,Colin Scarola,0.4506054300911244,male,CFRA Equity Research,"('AAL', '2020 q1')",0.0
34833,ALK,2020 q1,2030,0.5485802821951888,Colin Scarola,0.3920161381913238,male,CFRA Equity Research,"('ALK', '2020 q1')",0.0
34834,CHRW,2020 q1,2030,0.5485161173769131,Colin Scarola,0.5089694659119751,male,CFRA Equity Research,"('CHRW', '2020 q1')",0.0
34835,CSX,2020 q1,2030,0.5625715762330084,Colin Scarola,0.4044961263689009,male,CFRA Equity Research,"('CSX', '2020 q1')",0.0
34836,DAL,2020 q1,2030,0.6671840634220378,Colin Scarola,0.420972923455254,male,CFRA Equity Research,"('DAL', '2020 q1')",0.0
34837,EXPD,2020 q1,2030,0.5769756190146942,Colin Scarola,0.436993167027784,male,CFRA Equity Research,"('EXPD', '2020 q1')",0.0
34838,FDX,2020 q1,2030,0.5734304721332055,Colin Scarola,0.4558136993358276,male,CFRA Equity Research,"('FDX', '2020 q1')",0.0
34839,JBHT,2020 q1,2030,0.4873378242385766,Colin Scarola,0.3935688595563339,male,CFRA Equity Research,"('JBHT', '2020 q1')",0.0
34840,LUV,2020 q1,2030,0.6379709422027485,Colin Scarola,0.4208075596979678,male,CFRA Equity Research,"('LUV', '2020 q1')",0.0
34841,NSC,2020 q1,2030,0.6056495318119033,Colin Scarola,0.5088747739599885,male,CFRA Equity Research,"('NSC', '2020 q1')",0.0
34842,ODFL,2020 q1,2030,0.5344663045093012,Colin Scarola,0.4722823474916569,male,CFRA Equity Research,"('ODFL', '2020 q1')",0.0
34843,UAL,2020 q1,2030,0.726491251475345,Colin Scarola,0.4989365593851337,male,CFRA Equity Research,"('UAL', '2020 q1')",0.007637030212208629
34844,UNP,2020 q1,2030,0.603681425983559,Colin Scarola,0.4209440671271512,male,CFRA Equity Research,"('UNP', '2020 q1')",0.0
34845,UPS,2020 q1,2030,0.6874340193572847,Colin Scarola,0.5834787111129183,male,CFRA Equity Research,"('UPS', '2020 q1')",0.0
34846,AAL,2020 q1,2030,0.7186230293343581,Scott Schoenhaus,0.3719230391109951,male,Stephens Inc.,"('AAL', '2020 q1')",0.0
34847,DAL,2020 q1,2030,0.6671840634220378,Scott Schoenhaus,0.4869408634779381,male,Stephens Inc.,"('DAL', '2020 q1')",0.0
34848,LUV,2020 q1,2030,0.6379709422027485,Scott Schoenhaus,0.421274002969904,male,Stephens Inc.,"('LUV', '2020 q1')",0.0
34849,UAL,2020 q1,2030,0.726491251475345,Scott Schoenhaus,0.3611917300467028,male,Stephens Inc.,"('UAL', '2020 q1')",0.0
34850,AAL,2020 q1,2030,0.7186230293343581,"Duane T. Pfennigwerth, CFA",0.6507369468697427,male,EVERCORE ISI,"('AAL', '2020 q1')",0.0
34851,LUV,2020 q1,2030,0.6379709422027485,"Duane T. Pfennigwerth, CFA",0.3851796642693655,male,EVERCORE ISI,"('LUV', '2020 q1')",0.0
34852,AAL,2020 q1,2030,0.7186230293343581,Mr. Christopher N. Stathoulopoulos,0.6857149587812859,male,Susquehanna Financial Group LLLP,"('AAL', '2020 q1')",0.0
34853,DAL,2020 q1,2030,0.6671840634220378,Mr. Christopher N. Stathoulopoulos,0.6805225061776804,male,Susquehanna Financial Group LLLP,"('DAL', '2020 q1')",0.0
34854,UAL,2020 q1,2030,0.726491251475345,Mr. Christopher N. Stathoulopoulos,0.7092838417309213,male,Susquehanna Financial Group LLLP,"('UAL', '2020 q1')",0.0
34855,AAL,2020 q1,2030,0.7186230293343581,Mr. Jose Caiado De Sousa,0.4636444778649463,male,Credit Suisse,"('AAL', '2020 q1')",0.0
34856,AAL,2020 q1,2030,0.7186230293343581,Mr. Brandon R. Oglenski,0.8477187318139155,male,Barclays,"('AAL', '2020 q1')",0.0
34857,CHRW,2020 q1,2030,0.5485161173769131,Mr. Brandon R. Oglenski,0.8313167863302843,male,Barclays,"('CHRW', '2020 q1')",0.011363990604877472
34858,FDX,2020 q1,2030,0.5734304721332055,Mr. Brandon R. Oglenski,0.1758954467572801,male,Barclays,"('FDX', '2020 q1')",0.010007619857788086
34859,AAL,2020 q1,2030,0.7186230293343581,Hunter K. Keay,0.5910316192976718,male,Wolfe Research,"('AAL', '2020 q1')",0.0
34860,ALK,2020 q1,2030,0.5485802821951888,Hunter K. Keay,0.4810731521007269,male,Wolfe Research,"('ALK', '2020 q1')",0.0
34861,DAL,2020 q1,2030,0.6671840634220378,Hunter K. Keay,0.5835048274918334,male,Wolfe Research,"('DAL', '2020 q1')",0.04400927759706974
34862,UAL,2020 q1,2030,0.726491251475345,Hunter K. Keay,0.3756902893172787,male,Wolfe Research,"('UAL', '2020 q1')",0.02071947418153286
34863,ALK,2020 q1,2030,0.5485802821951888,"Andrew G. Didora, CFA",0.6658687749175983,male,BofA Global Research,"('ALK', '2020 q1')",0.0
34864,DAL,2020 q1,2030,0.6671840634220378,"Andrew G. Didora, CFA",0.5325417050401604,male,BofA Global Research,"('DAL', '2020 q1')",0.0
34865,LUV,2020 q1,2030,0.6379709422027485,"Andrew G. Didora, CFA",0.5343940451512887,male,BofA Global Research,"('LUV', '2020 q1')",0.0
34866,UAL,2020 q1,2030,0.726491251475345,"Andrew G. Didora, CFA",0.4520351843302,male,BofA Global Research,"('UAL', '2020 q1')",0.0
34867,ALK,2020 q1,2030,0.5485802821951888,"Daniel J. McKenzie, CFA",0.3955103026410012,male,The Buckingham Research Group,"('ALK', '2020 q1')",0.03593352437019348
34868,LUV,2020 q1,2030,0.6379709422027485,"Daniel J. McKenzie, CFA",0.3821758036057945,male,The Buckingham Research Group,"('LUV', '2020 q1')",0.017126761376857758
34869,UAL,2020 q1,2030,0.726491251475345,"Daniel J. McKenzie, CFA",0.3627616757776994,male,The Buckingham Research Group,"('UAL', '2020 q1')",0.025571702048182487
34870,CHRW,2020 q1,2030,0.5485161173769131,Ms. Allison M. Landry,0.2972964747819624,female,Credit Suisse,"('CHRW', '2020 q1')",0.0
34871,CSX,2020 q1,2030,0.5625715762330084,Ms. Allison M. Landry,0.2624659581483594,female,Credit Suisse,"('CSX', '2020 q1')",0.0
34872,EXPD,2020 q1,2030,0.5769756190146942,Ms. Allison M. Landry,0.3862578074352207,female,Credit Suisse,"('EXPD', '2020 q1')",0.00359346034626166
34873,FDX,2020 q1,2030,0.5734304721332055,Ms. Allison M. Landry,0.2736376610272674,female,Credit Suisse,"('FDX', '2020 q1')",0.0
34874,KSU,2020 q1,2030,0.5929491153765396,Ms. Allison M. Landry,0.2537955790050248,female,Credit Suisse,"('KSU', '2020 q1')",0.0
34875,ODFL,2020 q1,2030,0.5344663045093012,Ms. Allison M. Landry,0.4005450773507086,female,Credit Suisse,"('ODFL', '2020 q1')",0.0
34876,CHRW,2020 q1,2030,0.5485161173769131,Ravi Shanker,0.2411565364869535,male,Morgan Stanley,"('CHRW', '2020 q1')",0.0
34877,CSX,2020 q1,2030,0.5625715762330084,Ravi Shanker,0.5085268597184476,male,Morgan Stanley,"('CSX', '2020 q1')",0.0
34878,EXPD,2020 q1,2030,0.5769756190146942,Ravi Shanker,0.4971962519485485,male,Morgan Stanley,"('EXPD', '2020 q1')",0.0
34879,FDX,2020 q1,2030,0.5734304721332055,Ravi Shanker,0.444107616930419,male,Morgan Stanley,"('FDX', '2020 q1')",0.0
34880,JBHT,2020 q1,2030,0.4873378242385766,Ravi Shanker,0.3355719406661808,male,Morgan Stanley,"('JBHT', '2020 q1')",0.0
34881,KSU,2020 q1,2030,0.5929491153765396,Ravi Shanker,0.4089068883133849,male,Morgan Stanley,"('KSU', '2020 q1')",0.0
34882,NSC,2020 q1,2030,0.6056495318119033,Ravi Shanker,0.3878377595205326,male,Morgan Stanley,"('NSC', '2020 q1')",0.0
34883,UNP,2020 q1,2030,0.603681425983559,Ravi Shanker,0.432648100807352,male,Morgan Stanley,"('UNP', '2020 q1')",0.0
34884,UPS,2020 q1,2030,0.6874340193572847,Ravi Shanker,0.5019201394431501,male,Morgan Stanley,"('UPS', '2020 q1')",0.0
34885,CHRW,2020 q1,2030,0.5485161173769131,Mr. Jason H. Seidl,0.6639148540700118,male,Cowen and Company,"('CHRW', '2020 q1')",0.0
34886,CSX,2020 q1,2030,0.5625715762330084,Mr. Jason H. Seidl,0.679501750523311,male,Cowen and Company,"('CSX', '2020 q1')",0.0
34887,EXPD,2020 q1,2030,0.5769756190146942,Mr. Jason H. Seidl,0.6834441355615057,male,Cowen and Company,"('EXPD', '2020 q1')",0.0
34888,JBHT,2020 q1,2030,0.4873378242385766,Mr. Jason H. Seidl,0.6218184048831105,male,Cowen and Company,"('JBHT', '2020 q1')",0.010238241404294968
34889,KSU,2020 q1,2030,0.5929491153765396,Mr. Jason H. Seidl,0.567226788223393,male,Cowen and Company,"('KSU', '2020 q1')",0.0
34890,UNP,2020 q1,2030,0.603681425983559,Mr. Jason H. Seidl,0.6386515443569906,male,Cowen and Company,"('UNP', '2020 q1')",0.0
34891,CHRW,2020 q1,2030,0.5485161173769131,Mr. Ken S. Hoexter,0.2848146105695884,male,BofA Global Research,"('CHRW', '2020 q1')",0.01666666753590107
34892,CSX,2020 q1,2030,0.5625715762330084,Mr. Ken S. Hoexter,0.2458067979464764,male,BofA Global Research,"('CSX', '2020 q1')",0.0
34893,FDX,2020 q1,2030,0.5734304721332055,Mr. Ken S. Hoexter,0.2004610286668036,male,BofA Global Research,"('FDX', '2020 q1')",0.0
34894,JBHT,2020 q1,2030,0.4873378242385766,Mr. Ken S. Hoexter,0.1808308173977739,male,BofA Global Research,"('JBHT', '2020 q1')",0.0
34895,KSU,2020 q1,2030,0.5929491153765396,Mr. Ken S. Hoexter,0.1555653650525838,male,BofA Global Research,"('KSU', '2020 q1')",0.0
34896,NSC,2020 q1,2030,0.6056495318119033,Mr. Ken S. Hoexter,0.2588539374022739,male,BofA Global Research,"('NSC', '2020 q1')",0.0
34897,UNP,2020 q1,2030,0.603681425983559,Mr. Ken S. Hoexter,0.1622457305869698,male,BofA Global Research,"('UNP', '2020 q1')",0.0
34898,UPS,2020 q1,2030,0.6874340193572847,Mr. Ken S. Hoexter,0.2744958070099789,male,BofA Global Research,"('UPS', '2020 q1')",0.0
34899,CHRW,2020 q1,2030,0.5485161173769131,Mr. Scott Schneeberger,0.1618281508901436,male,"Oppenheimer & Co., Inc.","('CHRW', '2020 q1')",0.0
34900,FDX,2020 q1,2030,0.5734304721332055,Mr. Scott Schneeberger,0.3513102142581408,male,"Oppenheimer & Co., Inc.","('FDX', '2020 q1')",0.0
34901,UPS,2020 q1,2030,0.6874340193572847,Mr. Scott Schneeberger,0.3357731143581384,male,"Oppenheimer & Co., Inc.","('UPS', '2020 q1')",0.0
34902,CHRW,2020 q1,2030,0.5485161173769131,"Matthew J. Young, CFA, CFA",0.3628975706768656,male,"Morningstar, Inc.","('CHRW', '2020 q1')",0.0
34903,CSX,2020 q1,2030,0.5625715762330084,"Matthew J. Young, CFA, CFA",0.4378341531826281,male,"Morningstar, Inc.","('CSX', '2020 q1')",0.008333333767950535
34904,EXPD,2020 q1,2030,0.5769756190146942,"Matthew J. Young, CFA, CFA",0.4728784551848357,male,"Morningstar, Inc.","('EXPD', '2020 q1')",0.0
34905,FDX,2020 q1,2030,0.5734304721332055,"Matthew J. Young, CFA, CFA",0.5904399083437848,male,"Morningstar, Inc.","('FDX', '2020 q1')",0.008333333767950535
34906,JBHT,2020 q1,2030,0.4873378242385766,"Matthew J. Young, CFA, CFA",0.3900667669392646,male,"Morningstar, Inc.","('JBHT', '2020 q1')",0.0
34907,KSU,2020 q1,2030,0.5929491153765396,"Matthew J. Young, CFA, CFA",0.482233782930782,male,"Morningstar, Inc.","('KSU', '2020 q1')",0.0
34908,NSC,2020 q1,2030,0.6056495318119033,"Matthew J. Young, CFA, CFA",0.4835572575374168,male,"Morningstar, Inc.","('NSC', '2020 q1')",0.0
34909,ODFL,2020 q1,2030,0.5344663045093012,"Matthew J. Young, CFA, CFA",0.5758609486602172,male,"Morningstar, Inc.","('ODFL', '2020 q1')",0.0
34910,UNP,2020 q1,2030,0.603681425983559,"Matthew J. Young, CFA, CFA",0.4716367788005753,male,"Morningstar, Inc.","('UNP', '2020 q1')",0.0
34911,UPS,2020 q1,2030,0.6874340193572847,"Matthew J. Young, CFA, CFA",0.5927160620883938,male,"Morningstar, Inc.","('UPS', '2020 q1')",0.006666667014360428
34912,CHRW,2020 q1,2030,0.5485161173769131,Mr. Scott H. Group,0.1867965232573705,male,Wolfe Research,"('CHRW', '2020 q1')",0.0
34913,CSX,2020 q1,2030,0.5625715762330084,Mr. Scott H. Group,0.1334019530067074,male,Wolfe Research,"('CSX', '2020 q1')",0.0
34914,EXPD,2020 q1,2030,0.5769756190146942,Mr. Scott H. Group,0.1957756299820757,male,Wolfe Research,"('EXPD', '2020 q1')",0.0
34915,FDX,2020 q1,2030,0.5734304721332055,Mr. Scott H. Group,0.1492668626933881,male,Wolfe Research,"('FDX', '2020 q1')",0.0
34916,JBHT,2020 q1,2030,0.4873378242385766,Mr. Scott H. Group,0.1762784214796022,male,Wolfe Research,"('JBHT', '2020 q1')",0.0
34917,KSU,2020 q1,2030,0.5929491153765396,Mr. Scott H. Group,0.172484815174309,male,Wolfe Research,"('KSU', '2020 q1')",0.0
34918,NSC,2020 q1,2030,0.6056495318119033,Mr. Scott H. Group,0.2136318194831749,male,Wolfe Research,"('NSC', '2020 q1')",0.0
34919,ODFL,2020 q1,2030,0.5344663045093012,Mr. Scott H. Group,0.2864709081334593,male,Wolfe Research,"('ODFL', '2020 q1')",0.0
34920,UNP,2020 q1,2030,0.603681425983559,Mr. Scott H. Group,0.1529000975069821,male,Wolfe Research,"('UNP', '2020 q1')",0.0
34921,UPS,2020 q1,2030,0.6874340193572847,Mr. Scott H. Group,0.2677751000038,male,Wolfe Research,"('UPS', '2020 q1')",0.0
34922,CHRW,2020 q1,2030,0.5485161173769131,Bascome Majors,0.4834864619437782,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2020 q1')",0.008123721927404404
34923,CSX,2020 q1,2030,0.5625715762330084,Bascome Majors,0.6527804891705713,Not a person,Susquehanna Financial Group LLLP,"('CSX', '2020 q1')",0.0
34924,EXPD,2020 q1,2030,0.5769756190146942,Bascome Majors,0.7026070141892384,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2020 q1')",0.0
34925,FDX,2020 q1,2030,0.5734304721332055,Bascome Majors,0.812615271297529,Not a person,Susquehanna Financial Group LLLP,"('FDX', '2020 q1')",0.0
34926,JBHT,2020 q1,2030,0.4873378242385766,Bascome Majors,0.5156847811051841,Not a person,Susquehanna Financial Group LLLP,"('JBHT', '2020 q1')",0.0
34927,KSU,2020 q1,2030,0.5929491153765396,Bascome Majors,0.6733242341240783,Not a person,Susquehanna Financial Group LLLP,"('KSU', '2020 q1')",0.0
34928,NSC,2020 q1,2030,0.6056495318119033,Bascome Majors,0.804043130933309,Not a person,Susquehanna Financial Group LLLP,"('NSC', '2020 q1')",0.0
34929,UNP,2020 q1,2030,0.603681425983559,Bascome Majors,0.6730913464914888,Not a person,Susquehanna Financial Group LLLP,"('UNP', '2020 q1')",0.0
34930,UPS,2020 q1,2030,0.6874340193572847,Bascome Majors,0.6953810857566827,Not a person,Susquehanna Financial Group LLLP,"('UPS', '2020 q1')",0.0
34931,CHRW,2020 q1,2030,0.5485161173769131,Mr. Jack L. Atkins,0.2213509570176046,male,Stephens Inc.,"('CHRW', '2020 q1')",0.0
34932,EXPD,2020 q1,2030,0.5769756190146942,Mr. Jack L. Atkins,0.1989908971904615,male,Stephens Inc.,"('EXPD', '2020 q1')",0.0
34933,ODFL,2020 q1,2030,0.5344663045093012,Mr. Jack L. Atkins,0.384856278415176,male,Stephens Inc.,"('ODFL', '2020 q1')",0.023331171832978725
34934,CSX,2020 q1,2030,0.5625715762330084,Mr. Mark S. Streeter,0.4410439518681838,male,JPMorgan Econ & FI,"('CSX', '2020 q1')",0.01898152194917202
34935,UNP,2020 q1,2030,0.603681425983559,Mr. Mark S. Streeter,0.208512398124384,male,JPMorgan Econ & FI,"('UNP', '2020 q1')",0.025328587740659714
34936,CSX,2020 q1,2030,0.5625715762330084,Mr. Amit Mehrotra,0.7791003833213038,male,Deutsche Bank,"('CSX', '2020 q1')",0.0
34937,KSU,2020 q1,2030,0.5929491153765396,Mr. Amit Mehrotra,0.9235577609330802,male,Deutsche Bank,"('KSU', '2020 q1')",0.0
34938,NSC,2020 q1,2030,0.6056495318119033,Mr. Amit Mehrotra,0.9065888428715808,male,Deutsche Bank,"('NSC', '2020 q1')",0.0
34939,UNP,2020 q1,2030,0.603681425983559,Mr. Amit Mehrotra,0.9008187115882076,male,Deutsche Bank,"('UNP', '2020 q1')",0.0
34940,UPS,2020 q1,2030,0.6874340193572847,Mr. Amit Mehrotra,0.836581325514485,male,Deutsche Bank,"('UPS', '2020 q1')",0.0
34941,CSX,2020 q1,2030,0.5625715762330084,"Walter N. Spracklin, CFA",0.3733356150271409,male,RBC Capital Markets,"('CSX', '2020 q1')",0.0
34942,NSC,2020 q1,2030,0.6056495318119033,"Walter N. Spracklin, CFA",0.4138509545589067,male,RBC Capital Markets,"('NSC', '2020 q1')",0.010360232554376125
34943,UNP,2020 q1,2030,0.603681425983559,"Walter N. Spracklin, CFA",0.1532452689404915,male,RBC Capital Markets,"('UNP', '2020 q1')",0.0
34944,CSX,2020 q1,2030,0.5625715762330084,"Jonathan B. Chappell, CFA",0.231083413848822,male,EVERCORE ISI,"('CSX', '2020 q1')",0.0
34945,KSU,2020 q1,2030,0.5929491153765396,"Jonathan B. Chappell, CFA",0.2291427494372947,male,EVERCORE ISI,"('KSU', '2020 q1')",0.0
34946,NSC,2020 q1,2030,0.6056495318119033,"Jonathan B. Chappell, CFA",0.1992740163153755,male,EVERCORE ISI,"('NSC', '2020 q1')",0.0
34947,UNP,2020 q1,2030,0.603681425983559,"Jonathan B. Chappell, CFA",0.177307116300024,male,EVERCORE ISI,"('UNP', '2020 q1')",0.0
34948,CSX,2020 q1,2030,0.5625715762330084,Mr. Mark A. Levin,0.1411374111101919,male,The Benchmark Company LLC,"('CSX', '2020 q1')",0.0
34949,KSU,2020 q1,2030,0.5929491153765396,Mr. Mark A. Levin,0.168132443649817,male,The Benchmark Company LLC,"('KSU', '2020 q1')",0.01370464637875557
34950,UNP,2020 q1,2030,0.603681425983559,Mr. Mark A. Levin,0.4373912364797451,male,The Benchmark Company LLC,"('UNP', '2020 q1')",0.0
34951,CSX,2020 q1,2030,0.5625715762330084,Justin T. Long,0.1713929847042255,male,Stephens Inc.,"('CSX', '2020 q1')",0.0
34952,JBHT,2020 q1,2030,0.4873378242385766,Justin T. Long,0.2925284907479298,male,Stephens Inc.,"('JBHT', '2020 q1')",0.0
34953,KSU,2020 q1,2030,0.5929491153765396,Justin T. Long,0.2260939946753102,male,Stephens Inc.,"('KSU', '2020 q1')",0.0
34954,DAL,2020 q1,2030,0.6671840634220378,Mr. Adrian Yanoshik,0.3768394696914993,male,Berenberg,"('DAL', '2020 q1')",0.0
34955,DAL,2020 q1,2030,0.6671840634220378,Michael J. Linenberg,0.7979783967500893,male,Deutsche Bank,"('DAL', '2020 q1')",0.0
34956,UAL,2020 q1,2030,0.726491251475345,Michael J. Linenberg,0.7610089666144189,male,Deutsche Bank,"('UAL', '2020 q1')",0.0
34957,FDX,2020 q1,2030,0.5734304721332055,Brendan Munson,0.6770628484281017,male,Credit Suisse,"('FDX', '2020 q1')",0.03333333507180214
34958,FDX,2020 q1,2030,0.5734304721332055,"Allison A. Poliniak-Cusic, CFA",0.2301946347875212,female,"Wells Fargo Securities, LLC","('FDX', '2020 q1')",0.0
34959,KSU,2020 q1,2030,0.5929491153765396,"Allison A. Poliniak-Cusic, CFA",0.1846620123753268,female,"Wells Fargo Securities, LLC","('KSU', '2020 q1')",0.0
34960,NSC,2020 q1,2030,0.6056495318119033,"Allison A. Poliniak-Cusic, CFA",0.3405446654501161,female,"Wells Fargo Securities, LLC","('NSC', '2020 q1')",0.0
34961,UNP,2020 q1,2030,0.603681425983559,"Allison A. Poliniak-Cusic, CFA",0.2609530939974562,female,"Wells Fargo Securities, LLC","('UNP', '2020 q1')",0.0
34962,KSU,2020 q1,2030,0.5929491153765396,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('KSU', '2020 q1')",0.9780639708042145
34963,LUV,2020 q1,2030,0.6379709422027485,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LUV', '2020 q1')",0.9780652523040771
34964,UAL,2020 q1,2030,0.726491251475345,SADIF Research,0.9930081275625114,Not a person,Sadif Analytics Prime,"('UAL', '2020 q1')",0.9781464338302612
34965,UNP,2020 q1,2030,0.603681425983559,SADIF Research,0.9370949565638412,Not a person,Sadif Analytics Prime,"('UNP', '2020 q1')",0.9172586798667908
34966,UPS,2020 q1,2030,0.6874340193572847,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('UPS', '2020 q1')",0.9698045253753662
34967,ODFL,2020 q1,2030,0.5344663045093012,Ms. Ariel Rosa,0.4294941175562531,female,BofA Global Research,"('ODFL', '2020 q1')",0.0050668418407440186
34968,AAL,2020 q2,2030,0.6844925913221027,Brian Bernard,0.545388740428099,male,"Morningstar, Inc.","('AAL', '2020 q2')",0.0
34969,DAL,2020 q2,2030,0.674651933500793,Brian Bernard,0.5362746190725213,male,"Morningstar, Inc.","('DAL', '2020 q2')",0.0
34970,LUV,2020 q2,2030,0.661090384399301,Brian Bernard,0.6061134366997606,male,"Morningstar, Inc.","('LUV', '2020 q2')",0.0
34971,UAL,2020 q2,2030,0.7685092863097928,Brian Bernard,0.5743904967447757,male,"Morningstar, Inc.","('UAL', '2020 q2')",0.0
34972,AAL,2020 q2,2030,0.6844925913221027,"Duane T. Pfennigwerth, CFA",0.4499894477928756,male,EVERCORE ISI,"('AAL', '2020 q2')",0.0
34973,AAL,2020 q2,2030,0.6844925913221027,Colin Scarola,0.5552586696550681,male,CFRA Equity Research,"('AAL', '2020 q2')",0.0
34974,ALK,2020 q2,2030,0.7545224331319159,Colin Scarola,0.644899754138472,male,CFRA Equity Research,"('ALK', '2020 q2')",0.0
34975,CHRW,2020 q2,2030,0.6422826130535415,Colin Scarola,0.6053106512787254,male,CFRA Equity Research,"('CHRW', '2020 q2')",0.0
34976,CSX,2020 q2,2030,0.5874750771878582,Colin Scarola,0.4235775500411316,male,CFRA Equity Research,"('CSX', '2020 q2')",0.0
34977,DAL,2020 q2,2030,0.674651933500793,Colin Scarola,0.5626424429622803,male,CFRA Equity Research,"('DAL', '2020 q2')",0.0
34978,EXPD,2020 q2,2030,0.5354136109186485,Colin Scarola,0.5042221008281058,male,CFRA Equity Research,"('EXPD', '2020 q2')",0.0
34979,JBHT,2020 q2,2030,0.5619858175733011,Colin Scarola,0.4934424284887736,male,CFRA Equity Research,"('JBHT', '2020 q2')",0.0
34980,KSU,2020 q2,2030,0.564356147127399,Colin Scarola,0.4347622573526238,male,CFRA Equity Research,"('KSU', '2020 q2')",0.0
34981,LUV,2020 q2,2030,0.661090384399301,Colin Scarola,0.5769971498497126,male,CFRA Equity Research,"('LUV', '2020 q2')",0.0
34982,NSC,2020 q2,2030,0.5886624156096436,Colin Scarola,0.4899921682262324,male,CFRA Equity Research,"('NSC', '2020 q2')",0.0
34983,ODFL,2020 q2,2030,0.5508639202751834,Colin Scarola,0.5953215195588979,male,CFRA Equity Research,"('ODFL', '2020 q2')",0.0
34984,UAL,2020 q2,2030,0.7685092863097928,Colin Scarola,0.5863380148785831,male,CFRA Equity Research,"('UAL', '2020 q2')",0.0
34985,UNP,2020 q2,2030,0.4998924656172132,Colin Scarola,0.4240953741248248,male,CFRA Equity Research,"('UNP', '2020 q2')",0.0
34986,UPS,2020 q2,2030,0.7284483041178129,Colin Scarola,0.6921988120764008,male,CFRA Equity Research,"('UPS', '2020 q2')",0.0
34987,AAL,2020 q2,2030,0.6844925913221027,Michael J. Linenberg,0.8203620097295508,male,Deutsche Bank,"('AAL', '2020 q2')",0.0
34988,LUV,2020 q2,2030,0.661090384399301,Michael J. Linenberg,0.7966007375532429,male,Deutsche Bank,"('LUV', '2020 q2')",0.0
34989,UAL,2020 q2,2030,0.7685092863097928,Michael J. Linenberg,0.8773962422871031,male,Deutsche Bank,"('UAL', '2020 q2')",0.0
34990,AAL,2020 q2,2030,0.6844925913221027,Mr. Adrian Yanoshik,0.5439720478319156,male,Berenberg,"('AAL', '2020 q2')",0.0
34991,DAL,2020 q2,2030,0.674651933500793,Mr. Adrian Yanoshik,0.4890987966016363,male,Berenberg,"('DAL', '2020 q2')",0.0
34992,LUV,2020 q2,2030,0.661090384399301,Mr. Adrian Yanoshik,0.3759846444939522,male,Berenberg,"('LUV', '2020 q2')",0.0
34993,UAL,2020 q2,2030,0.7685092863097928,Mr. Adrian Yanoshik,0.5848994462264406,male,Berenberg,"('UAL', '2020 q2')",0.0
34994,AAL,2020 q2,2030,0.6844925913221027,Ms. Helane R. Becker,0.6585973153248642,female,Cowen and Company,"('AAL', '2020 q2')",0.0
34995,ALK,2020 q2,2030,0.7545224331319159,Ms. Helane R. Becker,0.6948475832130658,female,Cowen and Company,"('ALK', '2020 q2')",0.01880873553454876
34996,DAL,2020 q2,2030,0.674651933500793,Ms. Helane R. Becker,0.6509652016269938,female,Cowen and Company,"('DAL', '2020 q2')",0.0
34997,LUV,2020 q2,2030,0.661090384399301,Ms. Helane R. Becker,0.6047728257656945,female,Cowen and Company,"('LUV', '2020 q2')",0.0
34998,UAL,2020 q2,2030,0.7685092863097928,Ms. Helane R. Becker,0.7294121568321955,female,Cowen and Company,"('UAL', '2020 q2')",0.0
34999,UPS,2020 q2,2030,0.7284483041178129,Ms. Helane R. Becker,0.659340289148226,female,Cowen and Company,"('UPS', '2020 q2')",0.0035723779971400895
35000,ALK,2020 q2,2030,0.7545224331319159,Hunter K. Keay,0.6718462731618625,male,Wolfe Research,"('ALK', '2020 q2')",0.03333333507180214
35001,DAL,2020 q2,2030,0.674651933500793,Hunter K. Keay,0.3966615860176448,male,Wolfe Research,"('DAL', '2020 q2')",0.0
35002,LUV,2020 q2,2030,0.661090384399301,Hunter K. Keay,0.3689732405753963,male,Wolfe Research,"('LUV', '2020 q2')",0.013468056917190552
35003,UAL,2020 q2,2030,0.7685092863097928,Hunter K. Keay,0.4530430516642028,male,Wolfe Research,"('UAL', '2020 q2')",0.0
35004,ALK,2020 q2,2030,0.7545224331319159,Mr. Jose Caiado De Sousa,0.6198861172042449,male,Credit Suisse,"('ALK', '2020 q2')",0.0
35005,ALK,2020 q2,2030,0.7545224331319159,Mr. Christopher N. Stathoulopoulos,0.7765483135484474,male,Susquehanna Financial Group LLLP,"('ALK', '2020 q2')",0.0
35006,DAL,2020 q2,2030,0.674651933500793,Mr. Christopher N. Stathoulopoulos,0.7366878419419614,male,Susquehanna Financial Group LLLP,"('DAL', '2020 q2')",0.0
35007,ALK,2020 q2,2030,0.7545224331319159,"Andrew G. Didora, CFA",0.63996747237094,male,BofA Global Research,"('ALK', '2020 q2')",0.0
35008,DAL,2020 q2,2030,0.674651933500793,"Andrew G. Didora, CFA",0.4308338449925716,male,BofA Global Research,"('DAL', '2020 q2')",0.0
35009,LUV,2020 q2,2030,0.661090384399301,"Andrew G. Didora, CFA",0.5501640209598946,male,BofA Global Research,"('LUV', '2020 q2')",0.01373371947556734
35010,UAL,2020 q2,2030,0.7685092863097928,"Andrew G. Didora, CFA",0.4777640864525511,male,BofA Global Research,"('UAL', '2020 q2')",0.05403248034417629
35011,CHRW,2020 q2,2030,0.6422826130535415,Ravi Shanker,0.3733789958016282,male,Morgan Stanley,"('CHRW', '2020 q2')",0.0
35012,CSX,2020 q2,2030,0.5874750771878582,Ravi Shanker,0.5492215143110895,male,Morgan Stanley,"('CSX', '2020 q2')",0.0
35013,JBHT,2020 q2,2030,0.5619858175733011,Ravi Shanker,0.3050776202341553,male,Morgan Stanley,"('JBHT', '2020 q2')",0.011191613040864468
35014,KSU,2020 q2,2030,0.564356147127399,Ravi Shanker,0.3320766444847708,male,Morgan Stanley,"('KSU', '2020 q2')",0.0
35015,NSC,2020 q2,2030,0.5886624156096436,Ravi Shanker,0.4236638569547109,male,Morgan Stanley,"('NSC', '2020 q2')",0.0
35016,UNP,2020 q2,2030,0.4998924656172132,Ravi Shanker,0.6767840821871443,male,Morgan Stanley,"('UNP', '2020 q2')",0.03333333507180214
35017,UPS,2020 q2,2030,0.7284483041178129,Ravi Shanker,0.5307647767951754,male,Morgan Stanley,"('UPS', '2020 q2')",0.0
35018,CHRW,2020 q2,2030,0.6422826130535415,"Matthew J. Young, CFA, CFA",0.4542943522051512,male,"Morningstar, Inc.","('CHRW', '2020 q2')",0.0
35019,CSX,2020 q2,2030,0.5874750771878582,"Matthew J. Young, CFA, CFA",0.4377180761959075,male,"Morningstar, Inc.","('CSX', '2020 q2')",0.022222223381201427
35020,EXPD,2020 q2,2030,0.5354136109186485,"Matthew J. Young, CFA, CFA",0.4336897666614613,male,"Morningstar, Inc.","('EXPD', '2020 q2')",0.011111111690600714
35021,JBHT,2020 q2,2030,0.5619858175733011,"Matthew J. Young, CFA, CFA",0.4051488855839196,male,"Morningstar, Inc.","('JBHT', '2020 q2')",0.0
35022,KSU,2020 q2,2030,0.564356147127399,"Matthew J. Young, CFA, CFA",0.8098337231634825,male,"Morningstar, Inc.","('KSU', '2020 q2')",0.0
35023,NSC,2020 q2,2030,0.5886624156096436,"Matthew J. Young, CFA, CFA",0.41520788417901,male,"Morningstar, Inc.","('NSC', '2020 q2')",0.008333333767950535
35024,ODFL,2020 q2,2030,0.5508639202751834,"Matthew J. Young, CFA, CFA",0.5439654889235199,male,"Morningstar, Inc.","('ODFL', '2020 q2')",0.01666666753590107
35025,UNP,2020 q2,2030,0.4998924656172132,"Matthew J. Young, CFA, CFA",0.3956460245396719,male,"Morningstar, Inc.","('UNP', '2020 q2')",0.011111111690600714
35026,UPS,2020 q2,2030,0.7284483041178129,"Matthew J. Young, CFA, CFA",0.7369658378924473,male,"Morningstar, Inc.","('UPS', '2020 q2')",0.0
35027,CHRW,2020 q2,2030,0.6422826130535415,Mr. Jason H. Seidl,0.6940164740714974,male,Cowen and Company,"('CHRW', '2020 q2')",0.0
35028,CSX,2020 q2,2030,0.5874750771878582,Mr. Jason H. Seidl,0.672587341475986,male,Cowen and Company,"('CSX', '2020 q2')",0.0
35029,EXPD,2020 q2,2030,0.5354136109186485,Mr. Jason H. Seidl,0.608960362382207,male,Cowen and Company,"('EXPD', '2020 q2')",0.0
35030,JBHT,2020 q2,2030,0.5619858175733011,Mr. Jason H. Seidl,0.595260908874269,male,Cowen and Company,"('JBHT', '2020 q2')",0.0
35031,KSU,2020 q2,2030,0.564356147127399,Mr. Jason H. Seidl,0.5557457483053608,male,Cowen and Company,"('KSU', '2020 q2')",0.0
35032,NSC,2020 q2,2030,0.5886624156096436,Mr. Jason H. Seidl,0.7123733575544153,male,Cowen and Company,"('NSC', '2020 q2')",0.0
35033,UNP,2020 q2,2030,0.4998924656172132,Mr. Jason H. Seidl,0.5980873847286124,male,Cowen and Company,"('UNP', '2020 q2')",0.0
35034,CHRW,2020 q2,2030,0.6422826130535415,Mr. Scott H. Group,0.3707169745272113,male,Wolfe Research,"('CHRW', '2020 q2')",0.0
35035,CSX,2020 q2,2030,0.5874750771878582,Mr. Scott H. Group,0.2101701782028285,male,Wolfe Research,"('CSX', '2020 q2')",0.0
35036,EXPD,2020 q2,2030,0.5354136109186485,Mr. Scott H. Group,0.2130496570842933,male,Wolfe Research,"('EXPD', '2020 q2')",0.0
35037,JBHT,2020 q2,2030,0.5619858175733011,Mr. Scott H. Group,0.2037259382321537,male,Wolfe Research,"('JBHT', '2020 q2')",0.01599015248939395
35038,KSU,2020 q2,2030,0.564356147127399,Mr. Scott H. Group,0.1497207812068888,male,Wolfe Research,"('KSU', '2020 q2')",0.0
35039,NSC,2020 q2,2030,0.5886624156096436,Mr. Scott H. Group,0.1539630664388068,male,Wolfe Research,"('NSC', '2020 q2')",0.0
35040,ODFL,2020 q2,2030,0.5508639202751834,Mr. Scott H. Group,0.2625919623914108,male,Wolfe Research,"('ODFL', '2020 q2')",0.0
35041,UNP,2020 q2,2030,0.4998924656172132,Mr. Scott H. Group,0.1789866338393521,male,Wolfe Research,"('UNP', '2020 q2')",0.0
35042,UPS,2020 q2,2030,0.7284483041178129,Mr. Scott H. Group,0.2511283345772473,male,Wolfe Research,"('UPS', '2020 q2')",0.0
35043,CHRW,2020 q2,2030,0.6422826130535415,Mr. Ken S. Hoexter,0.2214340927481505,male,BofA Global Research,"('CHRW', '2020 q2')",0.0
35044,CSX,2020 q2,2030,0.5874750771878582,Mr. Ken S. Hoexter,0.1921223064841408,male,BofA Global Research,"('CSX', '2020 q2')",0.0
35045,FDX,2020 q2,2030,0.8529201777303407,Mr. Ken S. Hoexter,0.6662495704993524,male,BofA Global Research,"('FDX', '2020 q2')",0.0
35046,JBHT,2020 q2,2030,0.5619858175733011,Mr. Ken S. Hoexter,0.2057511147655678,male,BofA Global Research,"('JBHT', '2020 q2')",0.0
35047,KSU,2020 q2,2030,0.564356147127399,Mr. Ken S. Hoexter,0.149361320209016,male,BofA Global Research,"('KSU', '2020 q2')",0.0
35048,NSC,2020 q2,2030,0.5886624156096436,Mr. Ken S. Hoexter,0.1757725781442068,male,BofA Global Research,"('NSC', '2020 q2')",0.0
35049,UNP,2020 q2,2030,0.4998924656172132,Mr. Ken S. Hoexter,0.1729593338918162,male,BofA Global Research,"('UNP', '2020 q2')",0.0
35050,UPS,2020 q2,2030,0.7284483041178129,Mr. Ken S. Hoexter,0.2805337367398978,male,BofA Global Research,"('UPS', '2020 q2')",0.01666666753590107
35051,CHRW,2020 q2,2030,0.6422826130535415,Ms. Allison M. Landry,0.3955138912153448,female,Credit Suisse,"('CHRW', '2020 q2')",0.0
35052,CSX,2020 q2,2030,0.5874750771878582,Ms. Allison M. Landry,0.2867385569657893,female,Credit Suisse,"('CSX', '2020 q2')",0.0
35053,EXPD,2020 q2,2030,0.5354136109186485,Ms. Allison M. Landry,0.2444304235871383,female,Credit Suisse,"('EXPD', '2020 q2')",0.0
35054,JBHT,2020 q2,2030,0.5619858175733011,Ms. Allison M. Landry,0.1943917056032484,female,Credit Suisse,"('JBHT', '2020 q2')",0.0
35055,KSU,2020 q2,2030,0.564356147127399,Ms. Allison M. Landry,0.6344139583711119,female,Credit Suisse,"('KSU', '2020 q2')",0.0
35056,NSC,2020 q2,2030,0.5886624156096436,Ms. Allison M. Landry,0.1809773253332795,female,Credit Suisse,"('NSC', '2020 q2')",0.013444801792502403
35057,ODFL,2020 q2,2030,0.5508639202751834,Ms. Allison M. Landry,0.6055870073216764,female,Credit Suisse,"('ODFL', '2020 q2')",0.0
35058,UNP,2020 q2,2030,0.4998924656172132,Ms. Allison M. Landry,0.2211867383656099,female,Credit Suisse,"('UNP', '2020 q2')",0.0
35059,UPS,2020 q2,2030,0.7284483041178129,Ms. Allison M. Landry,0.3384481936054057,female,Credit Suisse,"('UPS', '2020 q2')",0.0
35060,CHRW,2020 q2,2030,0.6422826130535415,Mr. Jack L. Atkins,0.2528261945787221,male,Stephens Inc.,"('CHRW', '2020 q2')",0.0
35061,EXPD,2020 q2,2030,0.5354136109186485,Mr. Jack L. Atkins,0.2180343274776194,male,Stephens Inc.,"('EXPD', '2020 q2')",0.0
35062,ODFL,2020 q2,2030,0.5508639202751834,Mr. Jack L. Atkins,0.3658286850155011,male,Stephens Inc.,"('ODFL', '2020 q2')",0.0
35063,UPS,2020 q2,2030,0.7284483041178129,Mr. Jack L. Atkins,0.2504484837184485,male,Stephens Inc.,"('UPS', '2020 q2')",0.0
35064,CHRW,2020 q2,2030,0.6422826130535415,Mr. Brandon R. Oglenski,0.7921464416422164,male,Barclays,"('CHRW', '2020 q2')",0.0
35065,CHRW,2020 q2,2030,0.6422826130535415,Bascome Majors,0.8141613815980567,Not a person,Susquehanna Financial Group LLLP,"('CHRW', '2020 q2')",0.0
35066,EXPD,2020 q2,2030,0.5354136109186485,Bascome Majors,0.7645590378076381,Not a person,Susquehanna Financial Group LLLP,"('EXPD', '2020 q2')",0.0
35067,JBHT,2020 q2,2030,0.5619858175733011,Bascome Majors,0.6839347795303253,Not a person,Susquehanna Financial Group LLLP,"('JBHT', '2020 q2')",0.0
35068,KSU,2020 q2,2030,0.564356147127399,Bascome Majors,0.7503725348852414,Not a person,Susquehanna Financial Group LLLP,"('KSU', '2020 q2')",0.0
35069,NSC,2020 q2,2030,0.5886624156096436,Bascome Majors,0.7682676487600077,Not a person,Susquehanna Financial Group LLLP,"('NSC', '2020 q2')",0.0
35070,UNP,2020 q2,2030,0.4998924656172132,Bascome Majors,0.6162015857879861,Not a person,Susquehanna Financial Group LLLP,"('UNP', '2020 q2')",0.0
35071,UPS,2020 q2,2030,0.7284483041178129,Bascome Majors,0.8234920295136875,Not a person,Susquehanna Financial Group LLLP,"('UPS', '2020 q2')",0.0
35072,CSX,2020 q2,2030,0.5874750771878582,"Jonathan B. Chappell, CFA",0.2724084792968407,male,EVERCORE ISI,"('CSX', '2020 q2')",0.0
35073,KSU,2020 q2,2030,0.564356147127399,"Jonathan B. Chappell, CFA",0.3099362310619149,male,EVERCORE ISI,"('KSU', '2020 q2')",0.0
35074,NSC,2020 q2,2030,0.5886624156096436,"Jonathan B. Chappell, CFA",0.1914949861153465,male,EVERCORE ISI,"('NSC', '2020 q2')",0.0
35075,UNP,2020 q2,2030,0.4998924656172132,"Jonathan B. Chappell, CFA",0.2035252760082322,male,EVERCORE ISI,"('UNP', '2020 q2')",0.0
35076,CSX,2020 q2,2030,0.5874750771878582,Mr. Mark A. Levin,0.4391721910631176,male,The Benchmark Company LLC,"('CSX', '2020 q2')",0.0
35077,KSU,2020 q2,2030,0.564356147127399,Mr. Mark A. Levin,0.3814094267149304,male,The Benchmark Company LLC,"('KSU', '2020 q2')",0.01605372503399849
35078,NSC,2020 q2,2030,0.5886624156096436,Mr. Mark A. Levin,0.3680084689035686,male,The Benchmark Company LLC,"('NSC', '2020 q2')",0.0
35079,UNP,2020 q2,2030,0.4998924656172132,Mr. Mark A. Levin,0.2714155366726409,male,The Benchmark Company LLC,"('UNP', '2020 q2')",0.0
35080,CSX,2020 q2,2030,0.5874750771878582,"Walter N. Spracklin, CFA",0.3589730220292641,male,RBC Capital Markets,"('CSX', '2020 q2')",0.0
35081,UNP,2020 q2,2030,0.4998924656172132,"Walter N. Spracklin, CFA",0.3088440778770989,male,RBC Capital Markets,"('UNP', '2020 q2')",0.0
35082,CSX,2020 q2,2030,0.5874750771878582,Mr. Amit Mehrotra,0.943992058896722,male,Deutsche Bank,"('CSX', '2020 q2')",0.0
35083,FDX,2020 q2,2030,0.8529201777303407,Mr. Amit Mehrotra,0.9611271377013798,male,Deutsche Bank,"('FDX', '2020 q2')",0.0
35084,JBHT,2020 q2,2030,0.5619858175733011,Mr. Amit Mehrotra,0.8354375021237531,male,Deutsche Bank,"('JBHT', '2020 q2')",0.0
35085,UPS,2020 q2,2030,0.7284483041178129,Mr. Amit Mehrotra,0.967747916661936,male,Deutsche Bank,"('UPS', '2020 q2')",0.0
35086,DAL,2020 q2,2030,0.674651933500793,Eric Beinstein,0.6343511991994002,male,JPMorgan Econ & FI,"('DAL', '2020 q2')",0.0
35087,FDX,2020 q2,2030,0.8529201777303407,SADIF Research,0.9770808858514084,Not a person,Sadif Analytics Prime,"('FDX', '2020 q2')",0.9383281469345093
35088,NSC,2020 q2,2030,0.5886624156096436,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('NSC', '2020 q2')",0.9706447124481201
35089,UAL,2020 q2,2030,0.7685092863097928,SADIF Research,0.9950668315450794,Not a person,Sadif Analytics Prime,"('UAL', '2020 q2')",0.977817952632904
35090,UPS,2020 q2,2030,0.7284483041178129,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('UPS', '2020 q2')",0.9698232710361481
35091,FDX,2020 q2,2030,0.8529201777303407,"Allison A. Poliniak-Cusic, CFA",0.6571983888174701,female,"Wells Fargo Securities, LLC","('FDX', '2020 q2')",0.013175680302083492
35092,KSU,2020 q2,2030,0.564356147127399,"Allison A. Poliniak-Cusic, CFA",0.2189849829801391,female,"Wells Fargo Securities, LLC","('KSU', '2020 q2')",0.0
35093,NSC,2020 q2,2030,0.5886624156096436,"Allison A. Poliniak-Cusic, CFA",0.2483983837272886,female,"Wells Fargo Securities, LLC","('NSC', '2020 q2')",0.0
35094,UNP,2020 q2,2030,0.4998924656172132,"Allison A. Poliniak-Cusic, CFA",0.1472232728386634,female,"Wells Fargo Securities, LLC","('UNP', '2020 q2')",0.0
35095,UPS,2020 q2,2030,0.7284483041178129,"Allison A. Poliniak-Cusic, CFA",0.32903687476694,female,"Wells Fargo Securities, LLC","('UPS', '2020 q2')",0.01666666753590107
35096,JBHT,2020 q2,2030,0.5619858175733011,Justin T. Long,0.2661426567260577,male,Stephens Inc.,"('JBHT', '2020 q2')",0.0
35097,KSU,2020 q2,2030,0.564356147127399,Justin T. Long,0.1544049039896095,male,Stephens Inc.,"('KSU', '2020 q2')",0.0
35098,ODFL,2020 q2,2030,0.5508639202751834,Ms. Ariel Rosa,0.3816127429012735,female,BofA Global Research,"('ODFL', '2020 q2')",0.0
35099,APA,2019 q1,1010,0.5618136498827087,Ms. Jeanine C. Wai,0.1426556277354376,female,Barclays,"('APA', '2019 q1')",0.003742483134071032
35100,CXO,2019 q1,1010,0.413362316105367,Ms. Jeanine C. Wai,0.7428378505218052,female,Barclays,"('CXO', '2019 q1')",0.0
35101,EOG,2019 q1,1010,0.6316203622675853,Ms. Jeanine C. Wai,0.8028717489901729,female,Barclays,"('EOG', '2019 q1')",0.0
35102,PXD,2019 q1,1010,0.4251911527446568,Ms. Jeanine C. Wai,0.7242141908727374,female,Barclays,"('PXD', '2019 q1')",0.0
35103,APA,2019 q1,1010,0.5618136498827087,Scott M. Hanold,0.119132985740291,male,RBC Capital Markets,"('APA', '2019 q1')",0.06726078409701586
35104,COP,2019 q1,1010,0.7030574169466858,Scott M. Hanold,0.3189306286422558,male,RBC Capital Markets,"('COP', '2019 q1')",0.05387512780725956
35105,CXO,2019 q1,1010,0.413362316105367,Scott M. Hanold,0.1139960514182329,male,RBC Capital Markets,"('CXO', '2019 q1')",0.03430779604241252
35106,DVN,2019 q1,1010,0.5498476289254546,Scott M. Hanold,0.1859542018621715,male,RBC Capital Markets,"('DVN', '2019 q1')",0.016355479136109352
35107,EOG,2019 q1,1010,0.6316203622675853,Scott M. Hanold,0.2001559501291359,male,RBC Capital Markets,"('EOG', '2019 q1')",0.046521611822148166
35108,MRO,2019 q1,1010,0.5927133544405834,Scott M. Hanold,0.212051747298298,male,RBC Capital Markets,"('MRO', '2019 q1')",0.031445118598639965
35109,PXD,2019 q1,1010,0.4251911527446568,Scott M. Hanold,0.2086775323996858,male,RBC Capital Markets,"('PXD', '2019 q1')",0.012513641268014908
35110,APA,2019 q1,1010,0.5618136498827087,Stewart Glickman,0.3696802549987454,male,CFRA Equity Research,"('APA', '2019 q1')",0.0
35111,COG,2019 q1,1010,0.438390983627638,Stewart Glickman,0.3761901468746948,male,CFRA Equity Research,"('COG', '2019 q1')",0.0
35112,COP,2019 q1,1010,0.7030574169466858,Stewart Glickman,0.5834805486708036,male,CFRA Equity Research,"('COP', '2019 q1')",0.0
35113,CVX,2019 q1,1010,0.6187241140602611,Stewart Glickman,0.4638335062306747,male,CFRA Equity Research,"('CVX', '2019 q1')",0.0022087697871029377
35114,CXO,2019 q1,1010,0.413362316105367,Stewart Glickman,0.4487029812772449,male,CFRA Equity Research,"('CXO', '2019 q1')",0.0
35115,DVN,2019 q1,1010,0.5498476289254546,Stewart Glickman,0.3976887366729019,male,CFRA Equity Research,"('DVN', '2019 q1')",0.0
35116,EOG,2019 q1,1010,0.6316203622675853,Stewart Glickman,0.4575240301652905,male,CFRA Equity Research,"('EOG', '2019 q1')",0.0
35117,FANG,2019 q1,1010,0.4269622268643389,Stewart Glickman,0.4104613180257193,male,CFRA Equity Research,"('FANG', '2019 q1')",0.0
35118,HES,2019 q1,1010,0.6693657418501471,Stewart Glickman,0.4286201780289443,male,CFRA Equity Research,"('HES', '2019 q1')",0.0
35119,HFC,2019 q1,1010,0.4618802989905483,Stewart Glickman,0.4185250087207242,male,CFRA Equity Research,"('HFC', '2019 q1')",0.0
35120,KMI,2019 q1,1010,0.531770925709592,Stewart Glickman,0.4479214514026279,male,CFRA Equity Research,"('KMI', '2019 q1')",0.0
35121,MPC,2019 q1,1010,0.4760538534700694,Stewart Glickman,0.3668875306948159,male,CFRA Equity Research,"('MPC', '2019 q1')",0.0
35122,MRO,2019 q1,1010,0.5927133544405834,Stewart Glickman,0.3916571183328307,male,CFRA Equity Research,"('MRO', '2019 q1')",0.0
35123,NBL,2019 q1,1010,0.5195109033173817,Stewart Glickman,0.3519123043475949,male,CFRA Equity Research,"('NBL', '2019 q1')",0.0
35124,OKE,2019 q1,1010,0.5722414842864918,Stewart Glickman,0.4850627332924028,male,CFRA Equity Research,"('OKE', '2019 q1')",0.0
35125,OXY,2019 q1,1010,0.7177637474343871,Stewart Glickman,0.5085168312992523,male,CFRA Equity Research,"('OXY', '2019 q1')",0.0
35126,PSX,2019 q1,1010,0.3699974722068517,Stewart Glickman,0.380040550747246,male,CFRA Equity Research,"('PSX', '2019 q1')",0.0
35127,PXD,2019 q1,1010,0.4251911527446568,Stewart Glickman,0.2927298944682521,male,CFRA Equity Research,"('PXD', '2019 q1')",0.0
35128,VLO,2019 q1,1010,0.5311214343428443,Stewart Glickman,0.3877935056619628,male,CFRA Equity Research,"('VLO', '2019 q1')",0.0
35129,WMB,2019 q1,1010,0.6461453043123278,Stewart Glickman,0.5320987737627912,male,CFRA Equity Research,"('WMB', '2019 q1')",0.0
35130,XOM,2019 q1,1010,0.529823614742468,Stewart Glickman,0.4345033492654502,male,CFRA Equity Research,"('XOM', '2019 q1')",0.0
35131,APA,2019 q1,1010,0.5618136498827087,SADIF Research,0.9492710127271,Not a person,Sadif Analytics Prime,"('APA', '2019 q1')",0.9270844459533691
35132,CVX,2019 q1,1010,0.6187241140602611,SADIF Research,0.9389503311312504,Not a person,Sadif Analytics Prime,"('CVX', '2019 q1')",0.9274905920028687
35133,HES,2019 q1,1010,0.6693657418501471,SADIF Research,0.938060504635059,Not a person,Sadif Analytics Prime,"('HES', '2019 q1')",0.9207842946052551
35134,KMI,2019 q1,1010,0.531770925709592,SADIF Research,0.9810218218335872,Not a person,Sadif Analytics Prime,"('KMI', '2019 q1')",0.966727614402771
35135,NOV,2019 q1,1010,0.5130898064355487,SADIF Research,0.993353234364344,Not a person,Sadif Analytics Prime,"('NOV', '2019 q1')",0.9600743651390076
35136,OKE,2019 q1,1010,0.5722414842864918,SADIF Research,0.9665197674848138,Not a person,Sadif Analytics Prime,"('OKE', '2019 q1')",0.942171573638916
35137,APA,2019 q1,1010,0.5618136498827087,Mr. Thomas Kee,0.9971851369659398,male,Stock Traders Daily Research,"('APA', '2019 q1')",0.9931548833847046
35138,COG,2019 q1,1010,0.438390983627638,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('COG', '2019 q1')",0.9930745363235474
35139,COP,2019 q1,1010,0.7030574169466858,Mr. Thomas Kee,0.9748177582610076,male,Stock Traders Daily Research,"('COP', '2019 q1')",0.9931469261646271
35140,CVX,2019 q1,1010,0.6187241140602611,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('CVX', '2019 q1')",0.9930907487869263
35141,DVN,2019 q1,1010,0.5498476289254546,Mr. Thomas Kee,0.982919725451704,male,Stock Traders Daily Research,"('DVN', '2019 q1')",0.9931067526340485
35142,EOG,2019 q1,1010,0.6316203622675853,Mr. Thomas Kee,0.9947931048199168,male,Stock Traders Daily Research,"('EOG', '2019 q1')",0.9931707382202148
35143,FTI,2019 q1,1010,0.6408130026170347,Mr. Thomas Kee,0.995957109060944,male,Stock Traders Daily Research,"('FTI', '2019 q1')",0.9931707382202148
35144,HAL,2019 q1,1010,0.570311403990688,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HAL', '2019 q1')",0.9924566447734833
35145,HP,2019 q1,1010,0.5164488494910711,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HP', '2019 q1')",0.990635335445404
35146,MRO,2019 q1,1010,0.5927133544405834,Mr. Thomas Kee,0.9966236581311636,male,Stock Traders Daily Research,"('MRO', '2019 q1')",0.9931864738464355
35147,NBL,2019 q1,1010,0.5195109033173817,Mr. Thomas Kee,0.9930900947011496,male,Stock Traders Daily Research,"('NBL', '2019 q1')",0.9930745363235474
35148,OKE,2019 q1,1010,0.5722414842864918,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('OKE', '2019 q1')",0.9930745363235474
35149,OXY,2019 q1,1010,0.7177637474343871,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('OXY', '2019 q1')",0.9930745363235474
35150,PXD,2019 q1,1010,0.4251911527446568,Mr. Thomas Kee,0.9923004834874652,male,Stock Traders Daily Research,"('PXD', '2019 q1')",0.9930745363235474
35151,SLB,2019 q1,1010,0.5606836152564036,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('SLB', '2019 q1')",0.9930785894393921
35152,VLO,2019 q1,1010,0.5311214343428443,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('VLO', '2019 q1')",0.9930745363235474
35153,WMB,2019 q1,1010,0.6461453043123278,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('WMB', '2019 q1')",0.9931069016456604
35154,XOM,2019 q1,1010,0.529823614742468,Mr. Thomas Kee,0.9966340941007732,male,Stock Traders Daily Research,"('XOM', '2019 q1')",0.9931864738464355
35155,APA,2019 q1,1010,0.5618136498827087,"Mr. Michael J. McAllister, Jr",0.1627004926761426,male,MUFG Securities Americas Inc.,"('APA', '2019 q1')",0.0
35156,CXO,2019 q1,1010,0.413362316105367,"Mr. Michael J. McAllister, Jr",0.1643183763200222,male,MUFG Securities Americas Inc.,"('CXO', '2019 q1')",0.0
35157,DVN,2019 q1,1010,0.5498476289254546,"Mr. Michael J. McAllister, Jr",0.1554942008392689,male,MUFG Securities Americas Inc.,"('DVN', '2019 q1')",0.0
35158,HES,2019 q1,1010,0.6693657418501471,"Mr. Michael J. McAllister, Jr",0.2654513190592772,male,MUFG Securities Americas Inc.,"('HES', '2019 q1')",0.013448740355670452
35159,OXY,2019 q1,1010,0.7177637474343871,"Mr. Michael J. McAllister, Jr",0.3869082371904408,male,MUFG Securities Americas Inc.,"('OXY', '2019 q1')",0.0
35160,PXD,2019 q1,1010,0.4251911527446568,"Mr. Michael J. McAllister, Jr",0.0736846546530959,male,MUFG Securities Americas Inc.,"('PXD', '2019 q1')",0.0
35161,APA,2019 q1,1010,0.5618136498827087,"Mr. John P. Herrlin, Jr",0.7822447583940733,male,Societe Generale,"('APA', '2019 q1')",0.0067241075448691845
35162,COP,2019 q1,1010,0.7030574169466858,"Mr. John P. Herrlin, Jr",0.9299900795547856,male,Societe Generale,"('COP', '2019 q1')",0.0
35163,CVX,2019 q1,1010,0.6187241140602611,"Mr. John P. Herrlin, Jr",0.832122901914527,male,Societe Generale,"('CVX', '2019 q1')",0.0
35164,DVN,2019 q1,1010,0.5498476289254546,"Mr. John P. Herrlin, Jr",0.767840256023587,male,Societe Generale,"('DVN', '2019 q1')",0.0
35165,EOG,2019 q1,1010,0.6316203622675853,"Mr. John P. Herrlin, Jr",0.8861928805197531,male,Societe Generale,"('EOG', '2019 q1')",0.0
35166,HES,2019 q1,1010,0.6693657418501471,"Mr. John P. Herrlin, Jr",0.7579643890622509,male,Societe Generale,"('HES', '2019 q1')",0.0
35167,MRO,2019 q1,1010,0.5927133544405834,"Mr. John P. Herrlin, Jr",0.8348534805246484,male,Societe Generale,"('MRO', '2019 q1')",0.0
35168,NBL,2019 q1,1010,0.5195109033173817,"Mr. John P. Herrlin, Jr",0.9230341865298602,male,Societe Generale,"('NBL', '2019 q1')",0.0
35169,OXY,2019 q1,1010,0.7177637474343871,"Mr. John P. Herrlin, Jr",0.8480364701125325,male,Societe Generale,"('OXY', '2019 q1')",0.0
35170,PXD,2019 q1,1010,0.4251911527446568,"Mr. John P. Herrlin, Jr",0.6754390867350873,male,Societe Generale,"('PXD', '2019 q1')",0.0
35171,XOM,2019 q1,1010,0.529823614742468,"Mr. John P. Herrlin, Jr",0.3939751087316211,male,Societe Generale,"('XOM', '2019 q1')",0.0
35172,APA,2019 q1,1010,0.5618136498827087,Mr. David A. Deckelbaum,0.6483699157757852,male,Cowen and Company,"('APA', '2019 q1')",0.0
35173,PXD,2019 q1,1010,0.4251911527446568,Mr. David A. Deckelbaum,0.2482613196771443,male,Cowen and Company,"('PXD', '2019 q1')",0.0
35174,APA,2019 q1,1010,0.5618136498827087,"Mark Lear, CFA",0.1144717429420674,male,Jefferies,"('APA', '2019 q1')",0.0
35175,COG,2019 q1,1010,0.438390983627638,"Mark Lear, CFA",0.1155535880757213,male,Jefferies,"('COG', '2019 q1')",0.0
35176,CXO,2019 q1,1010,0.413362316105367,"Mark Lear, CFA",0.2842464776767134,male,Jefferies,"('CXO', '2019 q1')",0.0
35177,FANG,2019 q1,1010,0.4269622268643389,"Mark Lear, CFA",0.2661943727083588,male,Jefferies,"('FANG', '2019 q1')",0.01215205155313015
35178,NBL,2019 q1,1010,0.5195109033173817,"Mark Lear, CFA",0.1594144593974329,male,Jefferies,"('NBL', '2019 q1')",0.0
35179,PXD,2019 q1,1010,0.4251911527446568,"Mark Lear, CFA",0.069877587436054,male,Jefferies,"('PXD', '2019 q1')",0.03280847519636154
35180,APA,2019 q1,1010,0.5618136498827087,Mr. Stephen Richardson,0.180304983213305,male,EVERCORE ISI,"('APA', '2019 q1')",0.0
35181,APA,2019 q1,1010,0.5618136498827087,Mr. Doug G. Leggate,0.3205885417436437,male,BofA Global Research,"('APA', '2019 q1')",0.0
35182,COG,2019 q1,1010,0.438390983627638,Mr. Doug G. Leggate,0.2134517743073548,male,BofA Global Research,"('COG', '2019 q1')",0.0
35183,COP,2019 q1,1010,0.7030574169466858,Mr. Doug G. Leggate,0.4621244928246151,male,BofA Global Research,"('COP', '2019 q1')",0.049810467287898064
35184,CVX,2019 q1,1010,0.6187241140602611,Mr. Doug G. Leggate,0.2341419844566007,male,BofA Global Research,"('CVX', '2019 q1')",0.025136666682859264
35185,CXO,2019 q1,1010,0.413362316105367,Mr. Doug G. Leggate,0.2548647865130376,male,BofA Global Research,"('CXO', '2019 q1')",0.0
35186,EOG,2019 q1,1010,0.6316203622675853,Mr. Doug G. Leggate,0.2806934206167334,male,BofA Global Research,"('EOG', '2019 q1')",0.013245885260403156
35187,HES,2019 q1,1010,0.6693657418501471,Mr. Doug G. Leggate,0.4550663588507578,male,BofA Global Research,"('HES', '2019 q1')",0.031930631647507354
35188,MPC,2019 q1,1010,0.4760538534700694,Mr. Doug G. Leggate,0.5751611019346452,male,BofA Global Research,"('MPC', '2019 q1')",0.0
35189,MRO,2019 q1,1010,0.5927133544405834,Mr. Doug G. Leggate,0.3062368641382677,male,BofA Global Research,"('MRO', '2019 q1')",0.0
35190,PXD,2019 q1,1010,0.4251911527446568,Mr. Doug G. Leggate,0.1813156750103337,male,BofA Global Research,"('PXD', '2019 q1')",0.02117013093084097
35191,XOM,2019 q1,1010,0.529823614742468,Mr. Doug G. Leggate,0.148977496620447,male,BofA Global Research,"('XOM', '2019 q1')",0.014307880774140358
35192,APA,2019 q1,1010,0.5618136498827087,William Featherston,0.1918553254864065,male,Credit Suisse,"('APA', '2019 q1')",0.0
35193,COG,2019 q1,1010,0.438390983627638,William Featherston,0.1584997069131655,male,Credit Suisse,"('COG', '2019 q1')",0.0
35194,CVX,2019 q1,1010,0.6187241140602611,William Featherston,0.1913500931415503,male,Credit Suisse,"('CVX', '2019 q1')",0.0
35195,MRO,2019 q1,1010,0.5927133544405834,William Featherston,0.2050183489404997,male,Credit Suisse,"('MRO', '2019 q1')",0.0
35196,PXD,2019 q1,1010,0.4251911527446568,William Featherston,0.1752330354258419,male,Credit Suisse,"('PXD', '2019 q1')",0.0
35197,APA,2019 q1,1010,0.5618136498827087,Mr. Gail N. Dodds,0.1400956058960468,male,Stephens Inc.,"('APA', '2019 q1')",0.0
35198,CXO,2019 q1,1010,0.413362316105367,Mr. Gail N. Dodds,0.1380527435263565,male,Stephens Inc.,"('CXO', '2019 q1')",0.0
35199,DVN,2019 q1,1010,0.5498476289254546,Mr. Gail N. Dodds,0.1852596364157432,male,Stephens Inc.,"('DVN', '2019 q1')",0.0
35200,FANG,2019 q1,1010,0.4269622268643389,Mr. Gail N. Dodds,0.1408735232796513,male,Stephens Inc.,"('FANG', '2019 q1')",0.0
35201,HES,2019 q1,1010,0.6693657418501471,Mr. Gail N. Dodds,0.2514080478342539,male,Stephens Inc.,"('HES', '2019 q1')",0.0
35202,NBL,2019 q1,1010,0.5195109033173817,Mr. Gail N. Dodds,0.1604550974352907,male,Stephens Inc.,"('NBL', '2019 q1')",0.0
35203,BKR,2019 q1,1010,0.4363571892749681,Mr. James K. Wicklund,0.2487466385000272,male,Credit Suisse,"('BKR', '2019 q1')",0.006047290439407031
35204,HP,2019 q1,1010,0.5164488494910711,Mr. James K. Wicklund,0.1267307120031054,male,Credit Suisse,"('HP', '2019 q1')",0.0
35205,NOV,2019 q1,1010,0.5130898064355487,Mr. James K. Wicklund,0.2177175899374299,male,Credit Suisse,"('NOV', '2019 q1')",0.0
35206,BKR,2019 q1,1010,0.4363571892749681,Preston Caldwell,0.5426303216515871,male,"Morningstar, Inc.","('BKR', '2019 q1')",0.0
35207,FTI,2019 q1,1010,0.6408130026170347,Preston Caldwell,0.6251089710863282,male,"Morningstar, Inc.","('FTI', '2019 q1')",0.0
35208,HAL,2019 q1,1010,0.570311403990688,Preston Caldwell,0.6296895235812959,male,"Morningstar, Inc.","('HAL', '2019 q1')",0.0
35209,HP,2019 q1,1010,0.5164488494910711,Preston Caldwell,0.6066030253631766,male,"Morningstar, Inc.","('HP', '2019 q1')",0.010947919450700283
35210,NOV,2019 q1,1010,0.5130898064355487,Preston Caldwell,0.7035012275491414,male,"Morningstar, Inc.","('NOV', '2019 q1')",0.0
35211,SLB,2019 q1,1010,0.5606836152564036,Preston Caldwell,0.6450320960468968,male,"Morningstar, Inc.","('SLB', '2019 q1')",0.0
35212,BKR,2019 q1,1010,0.4363571892749681,Paige Marcus,0.593763034127883,female,CFRA Equity Research,"('BKR', '2019 q1')",0.0
35213,FTI,2019 q1,1010,0.6408130026170347,Paige Marcus,0.7133024355496043,female,CFRA Equity Research,"('FTI', '2019 q1')",0.0
35214,HAL,2019 q1,1010,0.570311403990688,Paige Marcus,0.6450622257211771,female,CFRA Equity Research,"('HAL', '2019 q1')",0.0
35215,HP,2019 q1,1010,0.5164488494910711,Paige Marcus,0.5605676320938779,female,CFRA Equity Research,"('HP', '2019 q1')",0.0
35216,NOV,2019 q1,1010,0.5130898064355487,Paige Marcus,0.6133470380696415,female,CFRA Equity Research,"('NOV', '2019 q1')",0.0
35217,SLB,2019 q1,1010,0.5606836152564036,Paige Marcus,0.6567604212904186,female,CFRA Equity Research,"('SLB', '2019 q1')",0.0
35218,BKR,2019 q1,1010,0.4363571892749681,Mr. James C. West,0.4549160146686044,male,EVERCORE ISI,"('BKR', '2019 q1')",0.0
35219,FTI,2019 q1,1010,0.6408130026170347,Mr. James C. West,0.2182930452086085,male,EVERCORE ISI,"('FTI', '2019 q1')",0.0
35220,HAL,2019 q1,1010,0.570311403990688,Mr. James C. West,0.2524080519422728,male,EVERCORE ISI,"('HAL', '2019 q1')",0.0
35221,HP,2019 q1,1010,0.5164488494910711,Mr. James C. West,0.2061411822770714,male,EVERCORE ISI,"('HP', '2019 q1')",0.0
35222,NOV,2019 q1,1010,0.5130898064355487,Mr. James C. West,0.1801220157021954,male,EVERCORE ISI,"('NOV', '2019 q1')",0.0
35223,SLB,2019 q1,1010,0.5606836152564036,Mr. James C. West,0.2813841333044242,male,EVERCORE ISI,"('SLB', '2019 q1')",0.01666666753590107
35224,BKR,2019 q1,1010,0.4363571892749681,Mr. Blake Gendron,0.1762713986508506,male,Wolfe Research,"('BKR', '2019 q1')",0.0
35225,HP,2019 q1,1010,0.5164488494910711,Mr. Blake Gendron,0.2158478141836421,male,Wolfe Research,"('HP', '2019 q1')",0.0
35226,NOV,2019 q1,1010,0.5130898064355487,Mr. Blake Gendron,0.2122157224149988,male,Wolfe Research,"('NOV', '2019 q1')",0.0
35227,BKR,2019 q1,1010,0.4363571892749681,Mr. Jacob A. Lundberg,0.2076983682875474,male,Credit Suisse,"('BKR', '2019 q1')",0.0
35228,BKR,2019 q1,1010,0.4363571892749681,Mr. Abhishek Kumar,0.3077768733948891,male,HSBC,"('BKR', '2019 q1')",0.0
35229,HAL,2019 q1,1010,0.570311403990688,Mr. Abhishek Kumar,0.1410965671172519,male,HSBC,"('HAL', '2019 q1')",0.0
35230,SLB,2019 q1,1010,0.5606836152564036,Mr. Abhishek Kumar,0.233307097170633,male,HSBC,"('SLB', '2019 q1')",0.0
35231,BKR,2019 q1,1010,0.4363571892749681,Mr. Chase Mulvehill,0.2640909775227598,male,BofA Global Research,"('BKR', '2019 q1')",0.0
35232,HAL,2019 q1,1010,0.570311403990688,Mr. Chase Mulvehill,0.1309444290845335,male,BofA Global Research,"('HAL', '2019 q1')",0.0
35233,HP,2019 q1,1010,0.5164488494910711,Mr. Chase Mulvehill,0.2182292933817309,male,BofA Global Research,"('HP', '2019 q1')",0.0
35234,NOV,2019 q1,1010,0.5130898064355487,Mr. Chase Mulvehill,0.1240863188130453,male,BofA Global Research,"('NOV', '2019 q1')",0.0
35235,SLB,2019 q1,1010,0.5606836152564036,Mr. Chase Mulvehill,0.1314776186165656,male,BofA Global Research,"('SLB', '2019 q1')",0.0
35236,BKR,2019 q1,1010,0.4363571892749681,Mr. Brad P. Handler,0.1497581758039972,male,Jefferies,"('BKR', '2019 q1')",0.0
35237,HAL,2019 q1,1010,0.570311403990688,Mr. Brad P. Handler,0.2478724345448224,male,Jefferies,"('HAL', '2019 q1')",0.0
35238,HP,2019 q1,1010,0.5164488494910711,Mr. Brad P. Handler,0.1959628417557992,male,Jefferies,"('HP', '2019 q1')",0.005026207771152258
35239,NOV,2019 q1,1010,0.5130898064355487,Mr. Brad P. Handler,0.1885040105959948,male,Jefferies,"('NOV', '2019 q1')",0.0
35240,SLB,2019 q1,1010,0.5606836152564036,Mr. Brad P. Handler,0.1597000141499183,male,Jefferies,"('SLB', '2019 q1')",0.0
35241,BKR,2019 q1,1010,0.4363571892749681,"Mr. Judson E. Bailey, CFA",0.1748619252088656,male,"Wells Fargo Securities, LLC","('BKR', '2019 q1')",0.0
35242,FTI,2019 q1,1010,0.6408130026170347,"Mr. Judson E. Bailey, CFA",0.1696463045317872,male,"Wells Fargo Securities, LLC","('FTI', '2019 q1')",0.0
35243,HAL,2019 q1,1010,0.570311403990688,"Mr. Judson E. Bailey, CFA",0.2948614973580765,male,"Wells Fargo Securities, LLC","('HAL', '2019 q1')",0.0
35244,HP,2019 q1,1010,0.5164488494910711,"Mr. Judson E. Bailey, CFA",0.1917527707004817,male,"Wells Fargo Securities, LLC","('HP', '2019 q1')",0.0
35245,NOV,2019 q1,1010,0.5130898064355487,"Mr. Judson E. Bailey, CFA",0.1472374495127066,male,"Wells Fargo Securities, LLC","('NOV', '2019 q1')",0.0
35246,SLB,2019 q1,1010,0.5606836152564036,"Mr. Judson E. Bailey, CFA",0.1948398709761966,male,"Wells Fargo Securities, LLC","('SLB', '2019 q1')",0.0
35247,BKR,2019 q1,1010,0.4363571892749681,Edward Muztafago,0.1940518709569797,male,Societe Generale,"('BKR', '2019 q1')",0.0
35248,HAL,2019 q1,1010,0.570311403990688,Edward Muztafago,0.3676630920239105,male,Societe Generale,"('HAL', '2019 q1')",0.0
35249,NOV,2019 q1,1010,0.5130898064355487,Edward Muztafago,0.3613284648657265,male,Societe Generale,"('NOV', '2019 q1')",0.0
35250,SLB,2019 q1,1010,0.5606836152564036,Edward Muztafago,0.3917585196994969,male,Societe Generale,"('SLB', '2019 q1')",0.0
35251,BKR,2019 q1,1010,0.4363571892749681,"Mr. J. David J. Anderson, CFA",0.2091025728301584,male,Barclays,"('BKR', '2019 q1')",0.0
35252,FTI,2019 q1,1010,0.6408130026170347,"Mr. J. David J. Anderson, CFA",0.2148382932533474,male,Barclays,"('FTI', '2019 q1')",0.0
35253,HAL,2019 q1,1010,0.570311403990688,"Mr. J. David J. Anderson, CFA",0.2645372837255375,male,Barclays,"('HAL', '2019 q1')",0.0
35254,NOV,2019 q1,1010,0.5130898064355487,"Mr. J. David J. Anderson, CFA",0.241922002507374,male,Barclays,"('NOV', '2019 q1')",0.0
35255,SLB,2019 q1,1010,0.5606836152564036,"Mr. J. David J. Anderson, CFA",0.2166163282220176,male,Barclays,"('SLB', '2019 q1')",0.0
35256,BKR,2019 q1,1010,0.4363571892749681,"Mr. Charles P. Minervino, CFA",0.3127636243526618,male,Susquehanna Financial Group LLLP,"('BKR', '2019 q1')",0.0
35257,FTI,2019 q1,1010,0.6408130026170347,"Mr. Charles P. Minervino, CFA",0.7356183797733108,male,Susquehanna Financial Group LLLP,"('FTI', '2019 q1')",0.0
35258,HAL,2019 q1,1010,0.570311403990688,"Mr. Charles P. Minervino, CFA",0.8195043643188711,male,Susquehanna Financial Group LLLP,"('HAL', '2019 q1')",0.0
35259,HP,2019 q1,1010,0.5164488494910711,"Mr. Charles P. Minervino, CFA",0.7681451214972502,male,Susquehanna Financial Group LLLP,"('HP', '2019 q1')",0.0276745967566967
35260,NOV,2019 q1,1010,0.5130898064355487,"Mr. Charles P. Minervino, CFA",0.791018820864414,male,Susquehanna Financial Group LLLP,"('NOV', '2019 q1')",0.0
35261,SLB,2019 q1,1010,0.5606836152564036,"Mr. Charles P. Minervino, CFA",0.7150199906920269,male,Susquehanna Financial Group LLLP,"('SLB', '2019 q1')",0.0
35262,COG,2019 q1,1010,0.438390983627638,Jeffrey Stafford,0.4977216360557972,male,"Morningstar, Inc.","('COG', '2019 q1')",0.0
35263,DVN,2019 q1,1010,0.5498476289254546,Jeffrey Stafford,0.3375112842624405,male,"Morningstar, Inc.","('DVN', '2019 q1')",0.0
35264,PXD,2019 q1,1010,0.4251911527446568,Jeffrey Stafford,0.3517529115593275,male,"Morningstar, Inc.","('PXD', '2019 q1')",0.016474371155103047
35265,COG,2019 q1,1010,0.438390983627638,Mr. Marshall Coltrain,0.2647660139918202,male,Guggenheim Securities LLC,"('COG', '2019 q1')",0.0
35266,DVN,2019 q1,1010,0.5498476289254546,Mr. Marshall Coltrain,0.2534441281874409,male,Guggenheim Securities LLC,"('DVN', '2019 q1')",0.0
35267,EOG,2019 q1,1010,0.6316203622675853,Mr. Marshall Coltrain,0.2183224434827203,male,Guggenheim Securities LLC,"('EOG', '2019 q1')",0.0
35268,COG,2019 q1,1010,0.438390983627638,"Drew E. Venker, CFA",0.1565986552173383,male,Morgan Stanley,"('COG', '2019 q1')",0.0
35269,CXO,2019 q1,1010,0.413362316105367,"Drew E. Venker, CFA",0.3442963842474109,male,Morgan Stanley,"('CXO', '2019 q1')",0.0073725697584450245
35270,FANG,2019 q1,1010,0.4269622268643389,"Drew E. Venker, CFA",0.5246547306887663,male,Morgan Stanley,"('FANG', '2019 q1')",0.0
35271,COG,2019 q1,1010,0.438390983627638,Mr. Biju Z. Perincheril,0.1394707913859876,male,Susquehanna Financial Group LLLP,"('COG', '2019 q1')",0.0
35272,CXO,2019 q1,1010,0.413362316105367,Mr. Biju Z. Perincheril,0.1607763812161889,male,Susquehanna Financial Group LLLP,"('CXO', '2019 q1')",0.0
35273,DVN,2019 q1,1010,0.5498476289254546,Mr. Biju Z. Perincheril,0.7355345723180128,male,Susquehanna Financial Group LLLP,"('DVN', '2019 q1')",0.03333333507180214
35274,EOG,2019 q1,1010,0.6316203622675853,Mr. Biju Z. Perincheril,0.1718375045498422,male,Susquehanna Financial Group LLLP,"('EOG', '2019 q1')",0.0
35275,FANG,2019 q1,1010,0.4269622268643389,Mr. Biju Z. Perincheril,0.7329996003422619,male,Susquehanna Financial Group LLLP,"('FANG', '2019 q1')",0.03333333507180214
35276,MRO,2019 q1,1010,0.5927133544405834,Mr. Biju Z. Perincheril,0.2200403261379946,male,Susquehanna Financial Group LLLP,"('MRO', '2019 q1')",0.031553059816360474
35277,PXD,2019 q1,1010,0.4251911527446568,Mr. Biju Z. Perincheril,0.1121668130098585,male,Susquehanna Financial Group LLLP,"('PXD', '2019 q1')",0.0
35278,COG,2019 q1,1010,0.438390983627638,Mr. John J. Gerdes,0.1487126199470642,male,MKM Partners,"('COG', '2019 q1')",0.0
35279,CXO,2019 q1,1010,0.413362316105367,Mr. John J. Gerdes,0.1565736332349247,male,MKM Partners,"('CXO', '2019 q1')",0.0
35280,DVN,2019 q1,1010,0.5498476289254546,Mr. John J. Gerdes,0.151430065870942,male,MKM Partners,"('DVN', '2019 q1')",0.0
35281,EOG,2019 q1,1010,0.6316203622675853,Mr. John J. Gerdes,0.2049859118293036,male,MKM Partners,"('EOG', '2019 q1')",0.0
35282,HES,2019 q1,1010,0.6693657418501471,Mr. John J. Gerdes,0.2365456680915456,male,MKM Partners,"('HES', '2019 q1')",0.0
35283,MRO,2019 q1,1010,0.5927133544405834,Mr. John J. Gerdes,0.1979918520638685,male,MKM Partners,"('MRO', '2019 q1')",0.0
35284,PXD,2019 q1,1010,0.4251911527446568,Mr. John J. Gerdes,0.0641514278421027,male,MKM Partners,"('PXD', '2019 q1')",0.0
35285,COP,2019 q1,1010,0.7030574169466858,"Mr. Allen Good, CFA",0.5611677266347701,male,"Morningstar, Inc.","('COP', '2019 q1')",0.0
35286,CVX,2019 q1,1010,0.6187241140602611,"Mr. Allen Good, CFA",0.5277380621627648,male,"Morningstar, Inc.","('CVX', '2019 q1')",0.0
35287,HFC,2019 q1,1010,0.4618802989905483,"Mr. Allen Good, CFA",0.5661021326165518,male,"Morningstar, Inc.","('HFC', '2019 q1')",0.0
35288,MPC,2019 q1,1010,0.4760538534700694,"Mr. Allen Good, CFA",0.5096756716756483,male,"Morningstar, Inc.","('MPC', '2019 q1')",0.010998370125889778
35289,PSX,2019 q1,1010,0.3699974722068517,"Mr. Allen Good, CFA",0.4663245885700917,male,"Morningstar, Inc.","('PSX', '2019 q1')",0.0
35290,VLO,2019 q1,1010,0.5311214343428443,"Mr. Allen Good, CFA",0.4817515626992202,male,"Morningstar, Inc.","('VLO', '2019 q1')",0.00809128334124883
35291,XOM,2019 q1,1010,0.529823614742468,"Mr. Allen Good, CFA",0.4660360489796522,male,"Morningstar, Inc.","('XOM', '2019 q1')",0.0
35292,COP,2019 q1,1010,0.7030574169466858,Blake M. Fernandez,0.3362384329496757,male,Piper Sandler Companies,"('COP', '2019 q1')",0.0
35293,HFC,2019 q1,1010,0.4618802989905483,Blake M. Fernandez,0.2571036620474892,male,Piper Sandler Companies,"('HFC', '2019 q1')",0.0
35294,CVX,2019 q1,1010,0.6187241140602611,Mr. James M. Evans,0.5969676510271196,male,Exane BNP Paribas,"('CVX', '2019 q1')",0.0
35295,FTI,2019 q1,1010,0.6408130026170347,Mr. James M. Evans,0.3459728611361263,male,Exane BNP Paribas,"('FTI', '2019 q1')",0.0
35296,XOM,2019 q1,1010,0.529823614742468,Mr. James M. Evans,0.5292809192907015,male,Exane BNP Paribas,"('XOM', '2019 q1')",0.0
35297,CVX,2019 q1,1010,0.6187241140602611,Mr. Henry M. Tarr,0.3648252932883551,male,Berenberg,"('CVX', '2019 q1')",0.02233271673321724
35298,XOM,2019 q1,1010,0.529823614742468,Mr. Henry M. Tarr,0.2466652120821409,male,Berenberg,"('XOM', '2019 q1')",0.030924517661333084
35299,CVX,2019 q1,1010,0.6187241140602611,Mr. Jason Gabelman,0.1568672185673989,male,Cowen and Company,"('CVX', '2019 q1')",0.0
35300,HFC,2019 q1,1010,0.4618802989905483,Mr. Jason Gabelman,0.2246029773177296,male,Cowen and Company,"('HFC', '2019 q1')",0.0
35301,MPC,2019 q1,1010,0.4760538534700694,Mr. Jason Gabelman,0.1967116463217081,male,Cowen and Company,"('MPC', '2019 q1')",0.0
35302,CVX,2019 q1,1010,0.6187241140602611,"Mr. Paul Y. Cheng, CFA",0.1346834242084982,male,Barclays,"('CVX', '2019 q1')",0.0
35303,MPC,2019 q1,1010,0.4760538534700694,"Mr. Paul Y. Cheng, CFA",0.4318364748122664,male,Barclays,"('MPC', '2019 q1')",0.0
35304,OXY,2019 q1,1010,0.7177637474343871,"Mr. Paul Y. Cheng, CFA",0.4231707614450801,male,Barclays,"('OXY', '2019 q1')",0.014667090959846973
35305,XOM,2019 q1,1010,0.529823614742468,"Mr. Paul Y. Cheng, CFA",0.4854681762058319,male,Barclays,"('XOM', '2019 q1')",0.0
35306,CVX,2019 q1,1010,0.6187241140602611,Mr. Sam J. Margolin,0.148821518057428,male,Wolfe Research,"('CVX', '2019 q1')",0.0
35307,MPC,2019 q1,1010,0.4760538534700694,Mr. Sam J. Margolin,0.3180438865493254,male,Wolfe Research,"('MPC', '2019 q1')",0.0
35308,PSX,2019 q1,1010,0.3699974722068517,Mr. Sam J. Margolin,0.2932374055256873,male,Wolfe Research,"('PSX', '2019 q1')",0.0
35309,VLO,2019 q1,1010,0.5311214343428443,Mr. Sam J. Margolin,0.365804643826906,male,Wolfe Research,"('VLO', '2019 q1')",0.0
35310,XOM,2019 q1,1010,0.529823614742468,Mr. Sam J. Margolin,0.1308605758176657,male,Wolfe Research,"('XOM', '2019 q1')",0.01666666753590107
35311,CVX,2019 q1,1010,0.6187241140602611,Credit Suisse Global Product Marketing,0.6648519262324537,Not a person,Credit Suisse,"('CVX', '2019 q1')",0.0
35312,EOG,2019 q1,1010,0.6316203622675853,Credit Suisse Global Product Marketing,0.6250619674928971,Not a person,Credit Suisse,"('EOG', '2019 q1')",0.0
35313,HES,2019 q1,1010,0.6693657418501471,Credit Suisse Global Product Marketing,0.9924100787192974,Not a person,Credit Suisse,"('HES', '2019 q1')",0.0
35314,MRO,2019 q1,1010,0.5927133544405834,Credit Suisse Global Product Marketing,0.6307375907646334,Not a person,Credit Suisse,"('MRO', '2019 q1')",0.0
35315,OKE,2019 q1,1010,0.5722414842864918,Credit Suisse Global Product Marketing,0.6459166754983466,Not a person,Credit Suisse,"('OKE', '2019 q1')",0.0159012358635664
35316,CVX,2019 q1,1010,0.6187241140602611,Mr. Biraj Borkhataria,0.1799092798057428,male,RBC Capital Markets,"('CVX', '2019 q1')",0.014467230066657066
35317,XOM,2019 q1,1010,0.529823614742468,Mr. Biraj Borkhataria,0.2750305125580563,male,RBC Capital Markets,"('XOM', '2019 q1')",0.011111111690600714
35318,CVX,2019 q1,1010,0.6187241140602611,Mr. Gordon M. Gray,0.1518064956741917,male,HSBC,"('CVX', '2019 q1')",0.04603257030248642
35319,XOM,2019 q1,1010,0.529823614742468,Mr. Gordon M. Gray,0.15070058154933,male,HSBC,"('XOM', '2019 q1')",0.015600498765707016
35320,CXO,2019 q1,1010,0.413362316105367,"Mr. Dave Meats, CFA",0.4280252524742324,male,"Morningstar, Inc.","('CXO', '2019 q1')",0.004450699081644416
35321,EOG,2019 q1,1010,0.6316203622675853,"Mr. Dave Meats, CFA",0.4814158599563884,male,"Morningstar, Inc.","('EOG', '2019 q1')",0.002584420843049884
35322,FANG,2019 q1,1010,0.4269622268643389,"Mr. Dave Meats, CFA",0.3666944428979755,male,"Morningstar, Inc.","('FANG', '2019 q1')",0.00393535274391373
35323,HES,2019 q1,1010,0.6693657418501471,"Mr. Dave Meats, CFA",0.4637862233991301,male,"Morningstar, Inc.","('HES', '2019 q1')",0.01027192585170269
35324,MRO,2019 q1,1010,0.5927133544405834,"Mr. Dave Meats, CFA",0.4555901859865011,male,"Morningstar, Inc.","('MRO', '2019 q1')",0.002826670417562127
35325,NBL,2019 q1,1010,0.5195109033173817,"Mr. Dave Meats, CFA",0.3967832396580988,male,"Morningstar, Inc.","('NBL', '2019 q1')",0.0027845618315041065
35326,OXY,2019 q1,1010,0.7177637474343871,"Mr. Dave Meats, CFA",0.5998170105157256,male,"Morningstar, Inc.","('OXY', '2019 q1')",0.0
35327,CXO,2019 q1,1010,0.413362316105367,Mr. Josh Silverstein,0.2559470289326827,male,Wolfe Research,"('CXO', '2019 q1')",0.0
35328,NBL,2019 q1,1010,0.5195109033173817,Mr. Josh Silverstein,0.1920217213653265,male,Wolfe Research,"('NBL', '2019 q1')",0.033647987991571426
35329,CXO,2019 q1,1010,0.413362316105367,Mr. Neal D. Dingmann,0.0905070737701124,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2019 q1')",0.0
35330,EOG,2019 q1,1010,0.6316203622675853,Mr. Neal D. Dingmann,0.1765570514209103,male,SunTrust Robinson Humphrey Capital Markets,"('EOG', '2019 q1')",0.0
35331,FANG,2019 q1,1010,0.4269622268643389,Mr. Neal D. Dingmann,0.1641857933340178,male,SunTrust Robinson Humphrey Capital Markets,"('FANG', '2019 q1')",0.0
35332,NBL,2019 q1,1010,0.5195109033173817,Mr. Neal D. Dingmann,0.1768176541878743,male,SunTrust Robinson Humphrey Capital Markets,"('NBL', '2019 q1')",0.02584267035126686
35333,PXD,2019 q1,1010,0.4251911527446568,Mr. Neal D. Dingmann,0.1692922241022037,male,SunTrust Robinson Humphrey Capital Markets,"('PXD', '2019 q1')",0.0
35334,DVN,2019 q1,1010,0.5498476289254546,Mr. Devin J. McDermott,0.2095230309320805,male,Morgan Stanley,"('DVN', '2019 q1')",0.0
35335,EOG,2019 q1,1010,0.6316203622675853,Mr. Devin J. McDermott,0.729177850602989,male,Morgan Stanley,"('EOG', '2019 q1')",0.0
35336,NBL,2019 q1,1010,0.5195109033173817,Mr. Devin J. McDermott,0.4011349778385853,male,Morgan Stanley,"('NBL', '2019 q1')",0.0
35337,EOG,2019 q1,1010,0.6316203622675853,Claire Ye,0.1601212361868419,female,"Imperial Capital, LLC","('EOG', '2019 q1')",0.0
35338,PXD,2019 q1,1010,0.4251911527446568,Claire Ye,0.0831889366130421,female,"Imperial Capital, LLC","('PXD', '2019 q1')",0.0
35339,FANG,2019 q1,1010,0.4269622268643389,Ms. Betty Jiang,0.158434875110256,female,Credit Suisse,"('FANG', '2019 q1')",0.0
35340,FANG,2019 q1,1010,0.4269622268643389,Mr. John M. White,0.1581043480971532,male,"Roth Capital Partners, Inc.","('FANG', '2019 q1')",0.013660897500813007
35341,FANG,2019 q1,1010,0.4269622268643389,"Mr. Asit K. Sen, CFA",0.202760840044064,male,BofA Global Research,"('FANG', '2019 q1')",0.0
35342,FANG,2019 q1,1010,0.4269622268643389,Jeff S. Grampp,0.1258199031196333,male,Northland Securities,"('FANG', '2019 q1')",0.0
35343,FTI,2019 q1,1010,0.6408130026170347,Mr. Robert J. Pulleyn,0.3896586438698148,male,Morgan Stanley,"('FTI', '2019 q1')",0.0
35344,FTI,2019 q1,1010,0.6408130026170347,Mr. Guillaume Delaby,0.7785018208964696,male,Societe Generale,"('FTI', '2019 q1')",0.002387166954576969
35345,FTI,2019 q1,1010,0.6408130026170347,"Mr. Marc G. Bianchi, CFA",0.1950794863478985,male,Cowen and Company,"('FTI', '2019 q1')",0.0
35346,HP,2019 q1,1010,0.5164488494910711,"Mr. Marc G. Bianchi, CFA",0.2153521577829353,male,Cowen and Company,"('HP', '2019 q1')",0.0
35347,NOV,2019 q1,1010,0.5130898064355487,"Mr. Marc G. Bianchi, CFA",0.1018908631337304,male,Cowen and Company,"('NOV', '2019 q1')",0.0
35348,SLB,2019 q1,1010,0.5606836152564036,"Mr. Marc G. Bianchi, CFA",0.5151805903755495,male,Cowen and Company,"('SLB', '2019 q1')",0.0
35349,FTI,2019 q1,1010,0.6408130026170347,Bertrand Hodee,0.3804683659858546,male,Kepler Cheuvreux,"('FTI', '2019 q1')",0.0
35350,FTI,2019 q1,1010,0.6408130026170347,Mr. Mark Wilson,0.3073404322808696,male,Jefferies,"('FTI', '2019 q1')",0.0
35351,FTI,2019 q1,1010,0.6408130026170347,Mr. William A. Herbert,0.5510974461987322,male,Piper Sandler Companies,"('FTI', '2019 q1')",0.0
35352,HAL,2019 q1,1010,0.570311403990688,Mr. William A. Herbert,0.2389714640126327,male,Piper Sandler Companies,"('HAL', '2019 q1')",0.0
35353,SLB,2019 q1,1010,0.5606836152564036,Mr. William A. Herbert,0.1339702485936681,male,Piper Sandler Companies,"('SLB', '2019 q1')",0.0
35354,FTI,2019 q1,1010,0.6408130026170347,Mr. Kurt Hallead,0.3257229777775023,male,RBC Capital Markets,"('FTI', '2019 q1')",0.020074453204870224
35355,HAL,2019 q1,1010,0.570311403990688,Mr. Kurt Hallead,0.1366932645747248,male,RBC Capital Markets,"('HAL', '2019 q1')",0.0
35356,NOV,2019 q1,1010,0.5130898064355487,Mr. Kurt Hallead,0.1680945170167728,male,RBC Capital Markets,"('NOV', '2019 q1')",0.037100281566381454
35357,SLB,2019 q1,1010,0.5606836152564036,Mr. Kurt Hallead,0.1570425094285856,male,RBC Capital Markets,"('SLB', '2019 q1')",0.0
35358,HAL,2019 q1,1010,0.570311403990688,Mr. Connor Lynagh,0.285610615013334,male,Morgan Stanley,"('HAL', '2019 q1')",0.0
35359,NOV,2019 q1,1010,0.5130898064355487,Mr. Connor Lynagh,0.2665977350609175,male,Morgan Stanley,"('NOV', '2019 q1')",0.0
35360,SLB,2019 q1,1010,0.5606836152564036,Mr. Connor Lynagh,0.1448991272032005,male,Morgan Stanley,"('SLB', '2019 q1')",0.0
35361,HAL,2019 q1,1010,0.570311403990688,Mr. Kenneth I. Sill,0.4893287859379018,male,SunTrust Robinson Humphrey Capital Markets,"('HAL', '2019 q1')",0.0
35362,HP,2019 q1,1010,0.5164488494910711,Mr. Kenneth I. Sill,0.1280401131381555,male,SunTrust Robinson Humphrey Capital Markets,"('HP', '2019 q1')",0.010926344431936741
35363,NOV,2019 q1,1010,0.5130898064355487,Mr. Kenneth I. Sill,0.1756503365935811,male,SunTrust Robinson Humphrey Capital Markets,"('NOV', '2019 q1')",0.0
35364,SLB,2019 q1,1010,0.5606836152564036,Mr. Kenneth I. Sill,0.5686639335325758,male,SunTrust Robinson Humphrey Capital Markets,"('SLB', '2019 q1')",0.029833458364009857
35365,HFC,2019 q1,1010,0.4618802989905483,Benny C. Wong,0.3364118941783431,male,Morgan Stanley,"('HFC', '2019 q1')",0.0
35366,HFC,2019 q1,1010,0.4618802989905483,Mr. Manav Gupta,0.4507038331702007,male,Credit Suisse,"('HFC', '2019 q1')",0.0
35367,MPC,2019 q1,1010,0.4760538534700694,Mr. Manav Gupta,0.2979521476363945,male,Credit Suisse,"('MPC', '2019 q1')",0.0
35368,VLO,2019 q1,1010,0.5311214343428443,Mr. Manav Gupta,0.2822281820668346,male,Credit Suisse,"('VLO', '2019 q1')",0.0
35369,HP,2019 q1,1010,0.5164488494910711,John Watson,0.1982957981522844,male,Piper Sandler Companies,"('HP', '2019 q1')",0.0
35370,KMI,2019 q1,1010,0.531770925709592,Mr. Travis Miller,0.6538543125125335,male,"Morningstar, Inc.","('KMI', '2019 q1')",0.0
35371,KMI,2019 q1,1010,0.531770925709592,"Ms. Elvira Scotto, CFA",0.1814546961597703,female,RBC Capital Markets,"('KMI', '2019 q1')",0.0
35372,OKE,2019 q1,1010,0.5722414842864918,"Ms. Elvira Scotto, CFA",0.1601073198233376,female,RBC Capital Markets,"('OKE', '2019 q1')",0.0
35373,KMI,2019 q1,1010,0.531770925709592,Tristan Richardson,0.1904522276917339,male,SunTrust Robinson Humphrey Capital Markets,"('KMI', '2019 q1')",0.0
35374,OKE,2019 q1,1010,0.5722414842864918,Tristan Richardson,0.1726327303607603,male,SunTrust Robinson Humphrey Capital Markets,"('OKE', '2019 q1')",0.0
35375,KMI,2019 q1,1010,0.531770925709592,Keith Stanley,0.3144463174856872,male,Wolfe Research,"('KMI', '2019 q1')",0.0
35376,KMI,2019 q1,1010,0.531770925709592,Dennis Coleman,0.3205432109739198,male,BofA Global Research,"('KMI', '2019 q1')",0.0
35377,OKE,2019 q1,1010,0.5722414842864918,Dennis Coleman,0.338220662039344,male,BofA Global Research,"('OKE', '2019 q1')",0.01666666753590107
35378,WMB,2019 q1,1010,0.6461453043123278,Dennis Coleman,0.3640372213731263,male,BofA Global Research,"('WMB', '2019 q1')",0.0
35379,KMI,2019 q1,1010,0.531770925709592,Mr. Michael J. Blum,0.1673059514874648,male,"Wells Fargo Securities, LLC","('KMI', '2019 q1')",0.025341004133224487
35380,OKE,2019 q1,1010,0.5722414842864918,Mr. Michael J. Blum,0.1405062875523694,male,"Wells Fargo Securities, LLC","('OKE', '2019 q1')",0.0
35381,MPC,2019 q1,1010,0.4760538534700694,Doug Terreson,0.1957796655842445,male,EVERCORE ISI,"('MPC', '2019 q1')",0.005503851920366287
35382,PSX,2019 q1,1010,0.3699974722068517,Doug Terreson,0.2000164578870095,male,EVERCORE ISI,"('PSX', '2019 q1')",0.0
35383,VLO,2019 q1,1010,0.5311214343428443,Doug Terreson,0.2172628795840716,male,EVERCORE ISI,"('VLO', '2019 q1')",0.013241318054497242
35384,NBL,2019 q1,1010,0.5195109033173817,Irene Haas,0.1356385626507123,female,"Imperial Capital, LLC","('NBL', '2019 q1')",0.0
35385,PXD,2019 q1,1010,0.4251911527446568,Irene Haas,0.0673765634645767,female,"Imperial Capital, LLC","('PXD', '2019 q1')",0.0
35386,NBL,2019 q1,1010,0.5195109033173817,Mr. Matthew A. Anavy,0.1609437629398358,male,JPMorgan Econ & FI,"('NBL', '2019 q1')",0.0
35387,OKE,2019 q1,1010,0.5722414842864918,Mr. Daniel Walk,0.1325433155349512,male,EVERCORE ISI,"('OKE', '2019 q1')",0.0
35388,OKE,2019 q1,1010,0.5722414842864918,Alex Kania,0.2205211495633076,male,Wolfe Research,"('OKE', '2019 q1')",0.0
35389,WMB,2019 q1,1010,0.6461453043123278,Alex Kania,0.304643625197773,male,Wolfe Research,"('WMB', '2019 q1')",0.0
35390,OKE,2019 q1,1010,0.5722414842864918,"Mr. Spiro M. Dounis, CFA",0.2065523450423756,male,Credit Suisse,"('OKE', '2019 q1')",0.0
35391,OKE,2019 q1,1010,0.5722414842864918,Mr. Stephen Ellis,0.4478950625557838,male,"Morningstar, Inc.","('OKE', '2019 q1')",0.0
35392,WMB,2019 q1,1010,0.6461453043123278,Mr. Stephen Ellis,0.5796252257061426,male,"Morningstar, Inc.","('WMB', '2019 q1')",0.0
35393,PSX,2019 q1,1010,0.3699974722068517,"Mr. Brad Heffern, CFA",0.2004751415398073,male,RBC Capital Markets,"('PSX', '2019 q1')",0.0
35394,VLO,2019 q1,1010,0.5311214343428443,"Mr. Brad Heffern, CFA",0.2000107987762839,male,RBC Capital Markets,"('VLO', '2019 q1')",0.0
35395,PXD,2019 q1,1010,0.4251911527446568,Mr. Drew Lipke,0.1100498623491486,male,Stephens Inc.,"('PXD', '2019 q1')",0.0
35396,WMB,2019 q1,1010,0.6461453043123278,Mr. Durgesh Chopra,0.7162363499489377,male,EVERCORE ISI,"('WMB', '2019 q1')",0.0
35397,WMB,2019 q1,1010,0.6461453043123278,"Sharon Lui, CPA",0.2426734364501831,female,"Wells Fargo Securities, LLC","('WMB', '2019 q1')",0.0
35398,XOM,2019 q1,1010,0.529823614742468,Research Department,0.2409403489503077,Not a person,Trefis,"('XOM', '2019 q1')",0.0
35399,APTV,2018 q1,2510,0.6015909841105382,Richard Hilgert,0.6500343896849341,male,"Morningstar, Inc.","('APTV', '2018 q1')",0.0
35400,APTV,2018 q1,2510,0.6015909841105382,Brian A. Johnson,0.2632938514732296,male,Barclays,"('APTV', '2018 q1')",0.03795223869383335
35401,GM,2018 q1,2510,0.3622991268121012,Brian A. Johnson,0.1479964706780765,male,Barclays,"('GM', '2018 q1')",0.0
35402,APTV,2018 q1,2510,0.6015909841105382,"Mr. Richard M. Kwas, CFA",0.3105991243499935,male,"Wells Fargo Securities, LLC","('APTV', '2018 q1')",0.028298191726207733
35403,APTV,2018 q1,2510,0.6015909841105382,Mr. Arndt A. Ellinghorst,0.5524302142097887,male,EVERCORE ISI,"('APTV', '2018 q1')",0.0
35404,APTV,2018 q1,2510,0.6015909841105382,Mr. David L. Kelley,0.6340373066395658,male,Jefferies,"('APTV', '2018 q1')",0.03514975495636463
35405,APTV,2018 q1,2510,0.6015909841105382,"Mr. Efraim Levy, CFA",0.8111128495613988,male,CFRA Equity Research,"('APTV', '2018 q1')",0.0
35406,F,2018 q1,2510,0.4986447379676244,"Mr. Efraim Levy, CFA",0.6045500297582463,male,CFRA Equity Research,"('F', '2018 q1')",0.0
35407,GM,2018 q1,2510,0.3622991268121012,"Mr. Efraim Levy, CFA",0.5546283557711403,male,CFRA Equity Research,"('GM', '2018 q1')",0.0
35408,HOG,2018 q1,2510,0.5427456875461752,"Mr. Efraim Levy, CFA",0.7376893818081448,male,CFRA Equity Research,"('HOG', '2018 q1')",0.0
35409,APTV,2018 q1,2510,0.6015909841105382,"Mr. John J. Murphy, CFA",0.3477125786142445,male,BofA Global Research,"('APTV', '2018 q1')",0.042472586035728455
35410,F,2018 q1,2510,0.4986447379676244,"Mr. John J. Murphy, CFA",0.6950912995103097,male,BofA Global Research,"('F', '2018 q1')",0.03333333507180214
35411,GM,2018 q1,2510,0.3622991268121012,"Mr. John J. Murphy, CFA",0.183435028253152,male,BofA Global Research,"('GM', '2018 q1')",0.0
35412,APTV,2018 q1,2510,0.6015909841105382,Mr. Jeffrey D. Osborne,0.4072844128398017,male,Cowen and Company,"('APTV', '2018 q1')",0.015883687883615494
35413,APTV,2018 q1,2510,0.6015909841105382,Mr. Rod A. Lache,0.4772560440529026,male,Deutsche Bank,"('APTV', '2018 q1')",0.0
35414,HOG,2018 q1,2510,0.5427456875461752,Mr. Rod A. Lache,0.8458074525642286,male,Deutsche Bank,"('HOG', '2018 q1')",0.0
35415,APTV,2018 q1,2510,0.6015909841105382,"Mr. Adam Jonas, CFA",0.2347100977801979,male,Morgan Stanley,"('APTV', '2018 q1')",0.037666693329811096
35416,F,2018 q1,2510,0.4986447379676244,"Mr. Adam Jonas, CFA",0.1727821089703583,male,Morgan Stanley,"('F', '2018 q1')",0.0
35417,GM,2018 q1,2510,0.3622991268121012,"Mr. Adam Jonas, CFA",0.1768206338012694,male,Morgan Stanley,"('GM', '2018 q1')",0.0
35418,HOG,2018 q1,2510,0.5427456875461752,"Mr. Adam Jonas, CFA",0.4726816305347778,male,Morgan Stanley,"('HOG', '2018 q1')",0.0
35419,APTV,2018 q1,2510,0.6015909841105382,Glenn E. Chin,0.2517781458936821,male,The Buckingham Research Group,"('APTV', '2018 q1')",0.03411819413304329
35420,F,2018 q1,2510,0.4986447379676244,Mr. Steven L. Dyer,0.2084550279533641,male,Craig Hallum,"('F', '2018 q1')",0.0
35421,GM,2018 q1,2510,0.3622991268121012,Mr. Steven L. Dyer,0.2213196194124333,male,Craig Hallum,"('GM', '2018 q1')",0.0
35422,F,2018 q1,2510,0.4986447379676244,Mr. David Whiston,0.4320185084712554,male,"Morningstar, Inc.","('F', '2018 q1')",0.0
35423,GM,2018 q1,2510,0.3622991268121012,Mr. David Whiston,0.374013313454047,male,"Morningstar, Inc.","('GM', '2018 q1')",0.0
35424,F,2018 q1,2510,0.4986447379676244,Cristian Dirpes,0.4745177134183062,male,Berenberg,"('F', '2018 q1')",0.022277625277638435
35425,GM,2018 q1,2510,0.3622991268121012,Cristian Dirpes,0.3473591018305842,male,Berenberg,"('GM', '2018 q1')",0.02363818883895874
35426,F,2018 q1,2510,0.4986447379676244,Mr. Alexander E. Potter,0.3908155878792462,male,Piper Sandler Companies,"('F', '2018 q1')",0.0
35427,GM,2018 q1,2510,0.3622991268121012,Mr. Alexander E. Potter,0.3364066293077818,male,Piper Sandler Companies,"('GM', '2018 q1')",0.0
35428,F,2018 q1,2510,0.4986447379676244,"Mr. Joseph Spak, CFA",0.1602752116434492,male,RBC Capital Markets,"('F', '2018 q1')",0.012371384538710117
35429,GM,2018 q1,2510,0.3622991268121012,"Mr. Joseph Spak, CFA",0.1155046049178906,male,RBC Capital Markets,"('GM', '2018 q1')",0.0
35430,HOG,2018 q1,2510,0.5427456875461752,"Mr. Joseph Spak, CFA",0.2106083850261336,male,RBC Capital Markets,"('HOG', '2018 q1')",0.005462545435875654
35431,F,2018 q1,2510,0.4986447379676244,"Joseph C. Amaturo, CFA",0.1971365112269149,male,The Buckingham Research Group,"('F', '2018 q1')",0.013540341518819332
35432,GM,2018 q1,2510,0.3622991268121012,"Joseph C. Amaturo, CFA",0.1213992528934501,male,The Buckingham Research Group,"('GM', '2018 q1')",0.019428452476859093
35433,GM,2018 q1,2510,0.3622991268121012,"Chris Bottiglieri, CPA",0.1214235686907699,male,Wolfe Research,"('GM', '2018 q1')",0.0
35434,GM,2018 q1,2510,0.3622991268121012,Emmanuel Rosner,0.1194372024258655,male,Guggenheim Securities LLC,"('GM', '2018 q1')",0.0
35435,GM,2018 q1,2510,0.3622991268121012,Mr. Philippe Houchois,0.2780876200531772,male,Jefferies,"('GM', '2018 q1')",0.046848999336361885
35436,HOG,2018 q1,2510,0.5427456875461752,Seth Woolf,0.326582149418435,male,Northcoast Research,"('HOG', '2018 q1')",0.0
35437,HOG,2018 q1,2510,0.5427456875461752,"Timothy A. Conder, CPA",0.229670584789853,male,"Wells Fargo Securities, LLC","('HOG', '2018 q1')",0.0
35438,HOG,2018 q1,2510,0.5427456875461752,"Mr. James L. Hardiman, CFA",0.2575727791263998,male,Wedbush Securities Inc.,"('HOG', '2018 q1')",0.0
35439,HOG,2018 q1,2510,0.5427456875461752,"Ms. Sharon M. Zackfia, CFA",0.2740887134671786,female,William Blair & Company,"('HOG', '2018 q1')",0.0
35440,APTV,2018 q2,2510,0.5550823850951141,CFRA Research,0.692808331934736,Not a person,CFRA Equity Research,"('APTV', '2018 q2')",0.0
35441,F,2018 q2,2510,0.3200518214127978,CFRA Research,0.4362031856535738,Not a person,CFRA Equity Research,"('F', '2018 q2')",0.0
35442,GM,2018 q2,2510,0.526352842125609,CFRA Research,0.4379019699022995,Not a person,CFRA Equity Research,"('GM', '2018 q2')",0.0
35443,HOG,2018 q2,2510,0.568703344646498,CFRA Research,0.5607355569576594,Not a person,CFRA Equity Research,"('HOG', '2018 q2')",0.0
35444,APTV,2018 q2,2510,0.5550823850951141,Richard Hilgert,0.6337248250198635,male,"Morningstar, Inc.","('APTV', '2018 q2')",0.0
35445,APTV,2018 q2,2510,0.5550823850951141,"Mr. Richard M. Kwas, CFA",0.1179931226054928,male,"Wells Fargo Securities, LLC","('APTV', '2018 q2')",0.024315817281603813
35446,APTV,2018 q2,2510,0.5550823850951141,Mr. Rod A. Lache,0.2702638978822652,male,Deutsche Bank,"('APTV', '2018 q2')",0.021177593618631363
35447,APTV,2018 q2,2510,0.5550823850951141,Mr. Brendon Mason,0.5634239989066467,male,Susquehanna Financial Group LLLP,"('APTV', '2018 q2')",0.024930523708462715
35448,GM,2018 q2,2510,0.526352842125609,Mr. Brendon Mason,0.5792591429517356,male,Susquehanna Financial Group LLLP,"('GM', '2018 q2')",0.0
35449,APTV,2018 q2,2510,0.5550823850951141,Emmanuel Rosner,0.1716038702112289,male,Guggenheim Securities LLC,"('APTV', '2018 q2')",0.03972482495009899
35450,F,2018 q2,2510,0.3200518214127978,Emmanuel Rosner,0.094234171774851,male,Guggenheim Securities LLC,"('F', '2018 q2')",0.0
35451,GM,2018 q2,2510,0.526352842125609,Emmanuel Rosner,0.2089279495428657,male,Guggenheim Securities LLC,"('GM', '2018 q2')",0.0
35452,APTV,2018 q2,2510,0.5550823850951141,Brian A. Johnson,0.2340364471583047,male,Barclays,"('APTV', '2018 q2')",0.016266154125332832
35453,F,2018 q2,2510,0.3200518214127978,Brian A. Johnson,0.1026452090543449,male,Barclays,"('F', '2018 q2')",0.021260349079966545
35454,GM,2018 q2,2510,0.526352842125609,Brian A. Johnson,0.1772398882778121,male,Barclays,"('GM', '2018 q2')",0.0
35455,APTV,2018 q2,2510,0.5550823850951141,"Mr. Joseph Spak, CFA",0.3303077594185608,male,RBC Capital Markets,"('APTV', '2018 q2')",0.0
35456,F,2018 q2,2510,0.3200518214127978,"Mr. Joseph Spak, CFA",0.1403072562677506,male,RBC Capital Markets,"('F', '2018 q2')",0.0
35457,HOG,2018 q2,2510,0.568703344646498,"Mr. Joseph Spak, CFA",0.2878166861415612,male,RBC Capital Markets,"('HOG', '2018 q2')",0.0
35458,APTV,2018 q2,2510,0.5550823850951141,Mr. Alexander E. Potter,0.422525010458101,male,Piper Sandler Companies,"('APTV', '2018 q2')",0.01954047754406929
35459,F,2018 q2,2510,0.3200518214127978,Mr. Alexander E. Potter,0.0869980769720122,male,Piper Sandler Companies,"('F', '2018 q2')",0.0
35460,GM,2018 q2,2510,0.526352842125609,Mr. Alexander E. Potter,0.2325387250503574,male,Piper Sandler Companies,"('GM', '2018 q2')",0.0
35461,APTV,2018 q2,2510,0.5550823850951141,Mr. Jeffrey D. Osborne,0.1971595928280348,male,Cowen and Company,"('APTV', '2018 q2')",0.03703586757183075
35462,APTV,2018 q2,2510,0.5550823850951141,Cristian Dirpes,0.374500410681976,male,Berenberg,"('APTV', '2018 q2')",0.0
35463,APTV,2018 q2,2510,0.5550823850951141,Glenn E. Chin,0.1768496647419873,male,The Buckingham Research Group,"('APTV', '2018 q2')",0.02774207666516304
35464,APTV,2018 q2,2510,0.5550823850951141,Mr. Arndt A. Ellinghorst,0.5612773773064483,male,EVERCORE ISI,"('APTV', '2018 q2')",0.0
35465,APTV,2018 q2,2510,0.5550823850951141,S&P pool,0.6964077044389629,Not a person,CFRA Equity Research,"('APTV', '2018 q2')",0.0
35466,F,2018 q2,2510,0.3200518214127978,S&P pool,0.4236511398034271,Not a person,CFRA Equity Research,"('F', '2018 q2')",0.0
35467,GM,2018 q2,2510,0.526352842125609,S&P pool,0.441773641685302,Not a person,CFRA Equity Research,"('GM', '2018 q2')",0.0
35468,HOG,2018 q2,2510,0.568703344646498,S&P pool,0.4907715556111683,Not a person,CFRA Equity Research,"('HOG', '2018 q2')",0.0
35469,F,2018 q2,2510,0.3200518214127978,Mr. David Whiston,0.3529749101702872,male,"Morningstar, Inc.","('F', '2018 q2')",0.0
35470,GM,2018 q2,2510,0.526352842125609,Mr. David Whiston,0.4470007623903197,male,"Morningstar, Inc.","('GM', '2018 q2')",0.0
35471,F,2018 q2,2510,0.3200518214127978,"Mr. Adam Jonas, CFA",0.1728426759874285,male,Morgan Stanley,"('F', '2018 q2')",0.0028752645011991262
35472,GM,2018 q2,2510,0.526352842125609,"Mr. Adam Jonas, CFA",0.276248229067208,male,Morgan Stanley,"('GM', '2018 q2')",0.0034399721771478653
35473,F,2018 q2,2510,0.3200518214127978,"Joseph C. Amaturo, CFA",0.1894023622851936,male,The Buckingham Research Group,"('F', '2018 q2')",0.0
35474,GM,2018 q2,2510,0.526352842125609,"Joseph C. Amaturo, CFA",0.1434880742838456,male,The Buckingham Research Group,"('GM', '2018 q2')",0.023259678855538368
35475,F,2018 q2,2510,0.3200518214127978,Mr George Galliers,0.0789720804142615,male,EVERCORE ISI,"('F', '2018 q2')",0.0
35476,GM,2018 q2,2510,0.526352842125609,Mr George Galliers,0.7729476457434604,male,EVERCORE ISI,"('GM', '2018 q2')",0.0
35477,F,2018 q2,2510,0.3200518214127978,"Chris Bottiglieri, CPA",0.2724722157477232,male,Wolfe Research,"('F', '2018 q2')",0.019361525774002075
35478,GM,2018 q2,2510,0.526352842125609,"Chris Bottiglieri, CPA",0.3779023628265271,male,Wolfe Research,"('GM', '2018 q2')",0.0
35479,GM,2018 q2,2510,0.526352842125609,"Mr. John J. Murphy, CFA",0.4898829251458435,male,BofA Global Research,"('GM', '2018 q2')",0.0
35480,GM,2018 q2,2510,0.526352842125609,Analyst Desk TeleTrade,0.3418126682547125,Not a person,Teletrade-DJ International Consulting Ltd,"('GM', '2018 q2')",0.02476540394127369
35481,GM,2018 q2,2510,0.526352842125609,Mr. Steven L. Dyer,0.1801597782067145,male,Craig Hallum,"('GM', '2018 q2')",0.012517021968960762
35482,HOG,2018 q2,2510,0.568703344646498,"Mr. James L. Hardiman, CFA",0.2709085366007547,male,Wedbush Securities Inc.,"('HOG', '2018 q2')",0.0
35483,HOG,2018 q2,2510,0.568703344646498,"Ms. Sharon M. Zackfia, CFA",0.3072509073563769,female,William Blair & Company,"('HOG', '2018 q2')",0.0
35484,HOG,2018 q2,2510,0.568703344646498,Seth Woolf,0.3086381298412559,male,Northcoast Research,"('HOG', '2018 q2')",0.0
35485,HOG,2018 q2,2510,0.568703344646498,SADIF Research,0.9849817143190428,Not a person,Sadif Analytics Prime,"('HOG', '2018 q2')",0.946422278881073
35486,HOG,2018 q2,2510,0.568703344646498,"Timothy A. Conder, CPA",0.3232446494105542,male,"Wells Fargo Securities, LLC","('HOG', '2018 q2')",0.0
35487,APTV,2018 q3,2510,0.6333769637168172,Mr. Jeffrey D. Osborne,0.2880974171075069,male,Cowen and Company,"('APTV', '2018 q3')",0.014717172365635633
35488,APTV,2018 q3,2510,0.6333769637168172,Glenn E. Chin,0.2101476652445709,male,The Buckingham Research Group,"('APTV', '2018 q3')",0.033181168138980865
35489,GM,2018 q3,2510,0.5898804712726835,Glenn E. Chin,0.6797512876271182,male,The Buckingham Research Group,"('GM', '2018 q3')",0.0
35490,APTV,2018 q3,2510,0.6333769637168172,Richard Hilgert,0.7339644965067171,male,"Morningstar, Inc.","('APTV', '2018 q3')",0.0
35491,APTV,2018 q3,2510,0.6333769637168172,"Mr. Efraim Levy, CFA",0.8357730356031791,male,CFRA Equity Research,"('APTV', '2018 q3')",0.0
35492,F,2018 q3,2510,0.4480821542093812,"Mr. Efraim Levy, CFA",0.4487934290956615,male,CFRA Equity Research,"('F', '2018 q3')",0.0
35493,GM,2018 q3,2510,0.5898804712726835,"Mr. Efraim Levy, CFA",0.4891477512273134,male,CFRA Equity Research,"('GM', '2018 q3')",0.0
35494,HOG,2018 q3,2510,0.3893788829235521,"Mr. Efraim Levy, CFA",0.6242025221584603,male,CFRA Equity Research,"('HOG', '2018 q3')",0.0
35495,APTV,2018 q3,2510,0.6333769637168172,Mr. Arndt A. Ellinghorst,0.5314155041300941,male,EVERCORE ISI,"('APTV', '2018 q3')",0.0
35496,APTV,2018 q3,2510,0.6333769637168172,Mr. Alexander E. Potter,0.4258562092925388,male,Piper Sandler Companies,"('APTV', '2018 q3')",0.0
35497,F,2018 q3,2510,0.4480821542093812,Mr. Alexander E. Potter,0.1826627337379085,male,Piper Sandler Companies,"('F', '2018 q3')",0.04465996474027634
35498,GM,2018 q3,2510,0.5898804712726835,Mr. Alexander E. Potter,0.3245615698836234,male,Piper Sandler Companies,"('GM', '2018 q3')",0.0
35499,APTV,2018 q3,2510,0.6333769637168172,Emmanuel Rosner,0.3070364780816131,male,Guggenheim Securities LLC,"('APTV', '2018 q3')",0.027968003414571285
35500,F,2018 q3,2510,0.4480821542093812,Emmanuel Rosner,0.1562307728610724,male,Guggenheim Securities LLC,"('F', '2018 q3')",0.0
35501,APTV,2018 q3,2510,0.6333769637168172,"Mr. Richard M. Kwas, CFA",0.3232579914730745,male,"Wells Fargo Securities, LLC","('APTV', '2018 q3')",0.01770460419356823
35502,APTV,2018 q3,2510,0.6333769637168172,Brian A. Johnson,0.2480705094267474,male,Barclays,"('APTV', '2018 q3')",0.059799568727612495
35503,F,2018 q3,2510,0.4480821542093812,Brian A. Johnson,0.0927463069770004,male,Barclays,"('F', '2018 q3')",0.006368761882185936
35504,GM,2018 q3,2510,0.5898804712726835,Brian A. Johnson,0.2528923070577752,male,Barclays,"('GM', '2018 q3')",0.0
35505,APTV,2018 q3,2510,0.6333769637168172,SADIF Research,0.9559176731354294,Not a person,Sadif Analytics Prime,"('APTV', '2018 q3')",0.9784641265869141
35506,F,2018 q3,2510,0.4480821542093812,Mr George Galliers,0.5897679015998437,male,EVERCORE ISI,"('F', '2018 q3')",0.0
35507,F,2018 q3,2510,0.4480821542093812,"Chris Bottiglieri, CPA",0.2921263307215269,male,Wolfe Research,"('F', '2018 q3')",0.0
35508,GM,2018 q3,2510,0.5898804712726835,"Chris Bottiglieri, CPA",0.3266584894007119,male,Wolfe Research,"('GM', '2018 q3')",0.03418679162859917
35509,F,2018 q3,2510,0.4480821542093812,Mr. David Whiston,0.4121275206042015,male,"Morningstar, Inc.","('F', '2018 q3')",0.0
35510,GM,2018 q3,2510,0.5898804712726835,Mr. David Whiston,0.5356286003936388,male,"Morningstar, Inc.","('GM', '2018 q3')",0.0047637879227598505
35511,F,2018 q3,2510,0.4480821542093812,Mr. Steven L. Dyer,0.1569732193770725,male,Craig Hallum,"('F', '2018 q3')",0.0
35512,GM,2018 q3,2510,0.5898804712726835,Mr. Steven L. Dyer,0.2377295921221165,male,Craig Hallum,"('GM', '2018 q3')",0.0
35513,F,2018 q3,2510,0.4480821542093812,Garrett Nelson,0.4087522258454132,male,CFRA Equity Research,"('F', '2018 q3')",0.0
35514,GM,2018 q3,2510,0.5898804712726835,Garrett Nelson,0.4996843192829213,male,CFRA Equity Research,"('GM', '2018 q3')",0.0
35515,F,2018 q3,2510,0.4480821542093812,"Mr. John J. Murphy, CFA",0.2683937116243028,male,BofA Global Research,"('F', '2018 q3')",0.04719164129346609
35516,GM,2018 q3,2510,0.5898804712726835,"Mr. John J. Murphy, CFA",0.5797257880420568,male,BofA Global Research,"('GM', '2018 q3')",0.02977004460990429
35517,F,2018 q3,2510,0.4480821542093812,"Joseph C. Amaturo, CFA",0.1029943200907224,male,The Buckingham Research Group,"('F', '2018 q3')",0.0
35518,GM,2018 q3,2510,0.5898804712726835,"Joseph C. Amaturo, CFA",0.2322695196255149,male,The Buckingham Research Group,"('GM', '2018 q3')",0.0
35519,F,2018 q3,2510,0.4480821542093812,Cristian Dirpes,0.3729072585917217,male,Berenberg,"('F', '2018 q3')",0.0
35520,F,2018 q3,2510,0.4480821542093812,"Mr. Adam Jonas, CFA",0.1742658639306415,male,Morgan Stanley,"('F', '2018 q3')",0.005492774304002523
35521,GM,2018 q3,2510,0.5898804712726835,"Mr. Adam Jonas, CFA",0.494568385864953,male,Morgan Stanley,"('GM', '2018 q3')",0.0
35522,F,2018 q3,2510,0.4480821542093812,Douglas Karson,0.680190052092518,male,BofA Global Research,"('F', '2018 q3')",0.03333333507180214
35523,F,2018 q3,2510,0.4480821542093812,Mr. Philippe Houchois,0.111488637504078,male,Jefferies,"('F', '2018 q3')",0.023155154660344124
35524,GM,2018 q3,2510,0.5898804712726835,Mr. Philippe Houchois,0.6442967861130857,male,Jefferies,"('GM', '2018 q3')",0.0
35525,GM,2018 q3,2510,0.5898804712726835,"Mr. Joseph Spak, CFA",0.2469709574348945,male,RBC Capital Markets,"('GM', '2018 q3')",0.011111111690600714
35526,HOG,2018 q3,2510,0.3893788829235521,"Mr. Joseph Spak, CFA",0.2383909810615279,male,RBC Capital Markets,"('HOG', '2018 q3')",0.004648754683633645
35527,HOG,2018 q3,2510,0.3893788829235521,"Mr. James L. Hardiman, CFA",0.2765878011053143,male,Wedbush Securities Inc.,"('HOG', '2018 q3')",0.018817221745848656
35528,HOG,2018 q3,2510,0.3893788829235521,"Timothy A. Conder, CPA",0.2382106285773645,male,"Wells Fargo Securities, LLC","('HOG', '2018 q3')",0.0
35529,HOG,2018 q3,2510,0.3893788829235521,"Ms. Sharon M. Zackfia, CFA",0.2437894416971564,female,William Blair & Company,"('HOG', '2018 q3')",0.0
35530,APTV,2018 q4,2510,0.5433676550880382,"Mr. Deane Dray, CFA",0.5349957341587323,male,RBC Capital Markets,"('APTV', '2018 q4')",0.0
35531,APTV,2018 q4,2510,0.5433676550880382,"Mr. Richard M. Kwas, CFA",0.2975491753409867,male,"Wells Fargo Securities, LLC","('APTV', '2018 q4')",0.02415158972144127
35532,APTV,2018 q4,2510,0.5433676550880382,Richard Hilgert,0.6669326476839236,male,"Morningstar, Inc.","('APTV', '2018 q4')",0.0
35533,APTV,2018 q4,2510,0.5433676550880382,Mr. Rod A. Lache,0.2603438328975433,male,Wolfe Research,"('APTV', '2018 q4')",0.0
35534,F,2018 q4,2510,0.4866479978241913,Mr. Rod A. Lache,0.1458049157893181,male,Wolfe Research,"('F', '2018 q4')",0.0
35535,GM,2018 q4,2510,0.6611651405262582,Mr. Rod A. Lache,0.2888704981346701,male,Wolfe Research,"('GM', '2018 q4')",0.008198057301342487
35536,APTV,2018 q4,2510,0.5433676550880382,"Mr. John J. Murphy, CFA",0.4050113208132813,male,BofA Global Research,"('APTV', '2018 q4')",0.01275155134499073
35537,F,2018 q4,2510,0.4866479978241913,"Mr. John J. Murphy, CFA",0.1464718490303014,male,BofA Global Research,"('F', '2018 q4')",0.010827697813510895
35538,APTV,2018 q4,2510,0.5433676550880382,Garrett Nelson,0.7444846058462986,male,CFRA Equity Research,"('APTV', '2018 q4')",0.0
35539,F,2018 q4,2510,0.4866479978241913,Garrett Nelson,0.4701088124781629,male,CFRA Equity Research,"('F', '2018 q4')",0.0
35540,GM,2018 q4,2510,0.6611651405262582,Garrett Nelson,0.6232282697893872,male,CFRA Equity Research,"('GM', '2018 q4')",0.0
35541,HOG,2018 q4,2510,0.675881110605821,Garrett Nelson,0.6521292996757594,male,CFRA Equity Research,"('HOG', '2018 q4')",0.0
35542,APTV,2018 q4,2510,0.5433676550880382,Mr. David L. Kelley,0.2608494386243871,male,Jefferies,"('APTV', '2018 q4')",0.013040587306022644
35543,APTV,2018 q4,2510,0.5433676550880382,Mr. Alexander E. Potter,0.3809480810596433,male,Piper Sandler Companies,"('APTV', '2018 q4')",0.0
35544,F,2018 q4,2510,0.4866479978241913,Mr. Alexander E. Potter,0.5148053706710424,male,Piper Sandler Companies,"('F', '2018 q4')",0.0
35545,GM,2018 q4,2510,0.6611651405262582,Mr. Alexander E. Potter,0.4145314348999416,male,Piper Sandler Companies,"('GM', '2018 q4')",0.0
35546,APTV,2018 q4,2510,0.5433676550880382,Mr. Jeffrey D. Osborne,0.2366840883770775,male,Cowen and Company,"('APTV', '2018 q4')",0.027338936924934387
35547,APTV,2018 q4,2510,0.5433676550880382,Glenn E. Chin,0.2066129167363986,male,The Buckingham Research Group,"('APTV', '2018 q4')",0.0
35548,APTV,2018 q4,2510,0.5433676550880382,Mr. Dan V. Galves,0.3532733605720911,male,Wolfe Research,"('APTV', '2018 q4')",0.0
35549,F,2018 q4,2510,0.4866479978241913,Mr. David Whiston,0.505367711074025,male,"Morningstar, Inc.","('F', '2018 q4')",0.00236780121922493
35550,GM,2018 q4,2510,0.6611651405262582,Mr. David Whiston,0.6619182983980733,male,"Morningstar, Inc.","('GM', '2018 q4')",0.005643581350644429
35551,F,2018 q4,2510,0.4866479978241913,"Mr. Adam Jonas, CFA",0.2390172355816172,male,Morgan Stanley,"('F', '2018 q4')",0.0
35552,GM,2018 q4,2510,0.6611651405262582,"Mr. Adam Jonas, CFA",0.3494431007913411,male,Morgan Stanley,"('GM', '2018 q4')",0.014918508939445019
35553,HOG,2018 q4,2510,0.675881110605821,"Mr. Adam Jonas, CFA",0.8511748331334752,male,Morgan Stanley,"('HOG', '2018 q4')",0.0
35554,F,2018 q4,2510,0.4866479978241913,"Joseph C. Amaturo, CFA",0.15843754557737,male,The Buckingham Research Group,"('F', '2018 q4')",0.0065608867444098
35555,GM,2018 q4,2510,0.6611651405262582,"Joseph C. Amaturo, CFA",0.2508535636698481,male,The Buckingham Research Group,"('GM', '2018 q4')",0.0
35556,F,2018 q4,2510,0.4866479978241913,Mr. Steven L. Dyer,0.1459762649937315,male,Craig Hallum,"('F', '2018 q4')",0.014141613617539406
35557,F,2018 q4,2510,0.4866479978241913,Pierre BERGERON,0.4689334560887121,male,Societe Generale,"('F', '2018 q4')",0.05975569412112236
35558,GM,2018 q4,2510,0.6611651405262582,Pierre BERGERON,0.4339002816880249,male,Societe Generale,"('GM', '2018 q4')",0.04036770761013031
35559,F,2018 q4,2510,0.4866479978241913,Mr. Philippe Houchois,0.1905711882657754,male,Jefferies,"('F', '2018 q4')",0.0
35560,F,2018 q4,2510,0.4866479978241913,Brian A. Johnson,0.8012915478697356,male,Barclays,"('F', '2018 q4')",0.0
35561,GM,2018 q4,2510,0.6611651405262582,Brian A. Johnson,0.7451079292206209,male,Barclays,"('GM', '2018 q4')",0.0
35562,GM,2018 q4,2510,0.6611651405262582,SADIF Research,0.9614138044399012,Not a person,Sadif Analytics Prime,"('GM', '2018 q4')",0.9610543251037598
35563,HOG,2018 q4,2510,0.675881110605821,SADIF Research,0.9820475329264732,Not a person,Sadif Analytics Prime,"('HOG', '2018 q4')",0.965890645980835
35564,HOG,2018 q4,2510,0.675881110605821,"Mr. James L. Hardiman, CFA",0.4313515270869806,male,Wedbush Securities Inc.,"('HOG', '2018 q4')",0.0
35565,HOG,2018 q4,2510,0.675881110605821,"Mr. Joseph Spak, CFA",0.2871945916247768,male,RBC Capital Markets,"('HOG', '2018 q4')",0.0
35566,HOG,2018 q4,2510,0.675881110605821,"Ms. Jaime M. M. Katz, CFA",0.6111527739359082,female,"Morningstar, Inc.","('HOG', '2018 q4')",0.0
35567,HOG,2018 q4,2510,0.675881110605821,Seth Woolf,0.541114214266421,male,Northcoast Research,"('HOG', '2018 q4')",0.023279152810573578
35568,HOG,2018 q4,2510,0.675881110605821,"Chris Bottiglieri, CPA",0.2510151049563917,male,Wolfe Research,"('HOG', '2018 q4')",0.0
35569,HOG,2018 q4,2510,0.675881110605821,"Timothy A. Conder, CPA",0.2589083118376405,male,"Wells Fargo Securities, LLC","('HOG', '2018 q4')",0.01666666753590107
35570,APTV,2019 q1,2510,0.5685201071300674,Brian A. Johnson,0.268513546765135,male,Barclays,"('APTV', '2019 q1')",0.03982922155410051
35571,F,2019 q1,2510,0.6359104251192846,Brian A. Johnson,0.5526996616811106,male,Barclays,"('F', '2019 q1')",0.0
35572,GM,2019 q1,2510,0.5540310260359738,Brian A. Johnson,0.2115458397645303,male,Barclays,"('GM', '2019 q1')",0.005424996372312307
35573,APTV,2019 q1,2510,0.5685201071300674,Garrett Nelson,0.7629610145239549,male,CFRA Equity Research,"('APTV', '2019 q1')",0.0
35574,F,2019 q1,2510,0.6359104251192846,Garrett Nelson,0.5027246805673041,male,CFRA Equity Research,"('F', '2019 q1')",0.0
35575,GM,2019 q1,2510,0.5540310260359738,Garrett Nelson,0.5272459452944906,male,CFRA Equity Research,"('GM', '2019 q1')",0.0
35576,HOG,2019 q1,2510,0.7066260662276752,Garrett Nelson,0.6747106378888615,male,CFRA Equity Research,"('HOG', '2019 q1')",0.0
35577,APTV,2019 q1,2510,0.5685201071300674,Glenn E. Chin,0.1532784612179945,male,The Buckingham Research Group,"('APTV', '2019 q1')",0.035827431827783585
35578,APTV,2019 q1,2510,0.5685201071300674,Richard Hilgert,0.7308562488899062,male,"Morningstar, Inc.","('APTV', '2019 q1')",0.0035538477823138237
35579,BWA,2019 q1,2510,0.662691758170153,Richard Hilgert,0.6916981123511944,male,"Morningstar, Inc.","('BWA', '2019 q1')",0.0
35580,APTV,2019 q1,2510,0.5685201071300674,Mr. Jeffrey D. Osborne,0.3132833757829053,male,Cowen and Company,"('APTV', '2019 q1')",0.030762527137994766
35581,BWA,2019 q1,2510,0.662691758170153,Mr. Jeffrey D. Osborne,0.3361914847602262,male,Cowen and Company,"('BWA', '2019 q1')",0.0
35582,APTV,2019 q1,2510,0.5685201071300674,Mr. Armintas Sinkevicius,0.3178939666705916,male,Morgan Stanley,"('APTV', '2019 q1')",0.08757820725440979
35583,APTV,2019 q1,2510,0.5685201071300674,Mr. Dan V. Galves,0.3214775039288154,male,Wolfe Research,"('APTV', '2019 q1')",0.01431332342326641
35584,APTV,2019 q1,2510,0.5685201071300674,"Mr. Joseph Spak, CFA",0.1536164209745683,male,RBC Capital Markets,"('APTV', '2019 q1')",0.0
35585,BWA,2019 q1,2510,0.662691758170153,"Mr. Joseph Spak, CFA",0.7442675346217552,male,RBC Capital Markets,"('BWA', '2019 q1')",0.0
35586,F,2019 q1,2510,0.6359104251192846,"Mr. Joseph Spak, CFA",0.1825593940699193,male,RBC Capital Markets,"('F', '2019 q1')",0.0
35587,GM,2019 q1,2510,0.5540310260359738,"Mr. Joseph Spak, CFA",0.1816718574954644,male,RBC Capital Markets,"('GM', '2019 q1')",0.0
35588,HOG,2019 q1,2510,0.7066260662276752,"Mr. Joseph Spak, CFA",0.3523098125195175,male,RBC Capital Markets,"('HOG', '2019 q1')",0.0
35589,APTV,2019 q1,2510,0.5685201071300674,"Mr. Emmanuel Rosner, CFA",0.8515464598567947,male,Deutsche Bank,"('APTV', '2019 q1')",0.02997671253979206
35590,F,2019 q1,2510,0.6359104251192846,"Mr. Emmanuel Rosner, CFA",0.9541355119722112,male,Deutsche Bank,"('F', '2019 q1')",0.0
35591,GM,2019 q1,2510,0.5540310260359738,"Mr. Emmanuel Rosner, CFA",0.7494403287444608,male,Deutsche Bank,"('GM', '2019 q1')",0.0
35592,APTV,2019 q1,2510,0.5685201071300674,"Mr. Richard M. Kwas, CFA",0.3867274865624561,male,"Wells Fargo Securities, LLC","('APTV', '2019 q1')",0.012445997446775436
35593,BWA,2019 q1,2510,0.662691758170153,"Mr. Richard M. Kwas, CFA",0.3960390153275979,male,"Wells Fargo Securities, LLC","('BWA', '2019 q1')",0.0
35594,APTV,2019 q1,2510,0.5685201071300674,Mr. Alexander E. Potter,0.3159186969059222,male,Piper Sandler Companies,"('APTV', '2019 q1')",0.03980297967791557
35595,BWA,2019 q1,2510,0.662691758170153,Mr. Luis J. Amadeo,0.4185100744303315,male,"Oppenheimer & Co., Inc.","('BWA', '2019 q1')",0.0
35596,BWA,2019 q1,2510,0.662691758170153,"Ari Wald, CFA",0.5972032658229642,male,"Oppenheimer & Co., Inc.","('BWA', '2019 q1')",0.01778610609471798
35597,BWA,2019 q1,2510,0.662691758170153,Mr. David L. Kelley,0.695154344487644,male,Jefferies,"('BWA', '2019 q1')",0.0
35598,F,2019 q1,2510,0.6359104251192846,Mr. David Whiston,0.5938866844732704,male,"Morningstar, Inc.","('F', '2019 q1')",0.0
35599,GM,2019 q1,2510,0.5540310260359738,Mr. David Whiston,0.5374231675318056,male,"Morningstar, Inc.","('GM', '2019 q1')",0.0
35600,F,2019 q1,2510,0.6359104251192846,Mr. Thomas Kee,0.9910572481196728,male,Stock Traders Daily Research,"('F', '2019 q1')",0.9932333827018738
35601,HOG,2019 q1,2510,0.7066260662276752,Mr. Thomas Kee,0.994075039708267,male,Stock Traders Daily Research,"('HOG', '2019 q1')",0.9931864738464355
35602,F,2019 q1,2510,0.6359104251192846,Mr. Chris McNally,0.3345088820616232,male,EVERCORE ISI,"('F', '2019 q1')",0.0
35603,F,2019 q1,2510,0.6359104251192846,Mr. Rod A. Lache,0.1938969414814431,male,Wolfe Research,"('F', '2019 q1')",0.0
35604,GM,2019 q1,2510,0.5540310260359738,Mr. Rod A. Lache,0.3277812887719541,male,Wolfe Research,"('GM', '2019 q1')",0.0
35605,F,2019 q1,2510,0.6359104251192846,Mr. Jonathan D. Rau,0.3151935321963016,male,JPMorgan Econ & FI,"('F', '2019 q1')",0.06842000968754292
35606,F,2019 q1,2510,0.6359104251192846,Mr. Philippe Houchois,0.2021107530357904,male,Jefferies,"('F', '2019 q1')",0.0
35607,GM,2019 q1,2510,0.5540310260359738,Mr. Philippe Houchois,0.6789307803090511,male,Jefferies,"('GM', '2019 q1')",0.03333333507180214
35608,F,2019 q1,2510,0.6359104251192846,"Mr. Adam Jonas, CFA",0.4533485438313477,male,Morgan Stanley,"('F', '2019 q1')",0.0
35609,GM,2019 q1,2510,0.5540310260359738,"Mr. Adam Jonas, CFA",0.4233805666653653,male,Morgan Stanley,"('GM', '2019 q1')",0.0053597235431273775
35610,GM,2019 q1,2510,0.5540310260359738,Mr. Steven L. Dyer,0.2499023065868114,male,Craig Hallum,"('GM', '2019 q1')",0.0
35611,GM,2019 q1,2510,0.5540310260359738,"Joseph C. Amaturo, CFA",0.2342714074867087,male,The Buckingham Research Group,"('GM', '2019 q1')",0.0
35612,HOG,2019 q1,2510,0.7066260662276752,"Mr. James L. Hardiman, CFA",0.4262884021764571,male,Wedbush Securities Inc.,"('HOG', '2019 q1')",0.007612832511464755
35613,HOG,2019 q1,2510,0.7066260662276752,"Chris Bottiglieri, CPA",0.4911664052512433,male,Wolfe Research,"('HOG', '2019 q1')",0.0
35614,HOG,2019 q1,2510,0.7066260662276752,"Ms. Jaime M. M. Katz, CFA",0.7561240003399731,female,"Morningstar, Inc.","('HOG', '2019 q1')",0.0
35615,APTV,2019 q2,2510,0.7163232234278505,Mr. Jeffrey D. Osborne,0.232415480236058,male,Cowen and Company,"('APTV', '2019 q2')",0.009475343395024538
35616,BWA,2019 q2,2510,0.5193373349560532,Mr. Jeffrey D. Osborne,0.3314522898357388,male,Cowen and Company,"('BWA', '2019 q2')",0.0
35617,APTV,2019 q2,2510,0.7163232234278505,Mr. Rod A. Lache,0.4280955516889879,male,Wolfe Research,"('APTV', '2019 q2')",0.0
35618,GM,2019 q2,2510,0.5996950042574385,Mr. Rod A. Lache,0.3161731521942675,male,Wolfe Research,"('GM', '2019 q2')",0.0
35619,APTV,2019 q2,2510,0.7163232234278505,Mr. Luis J. Amadeo,0.3377468732485587,male,"Oppenheimer & Co., Inc.","('APTV', '2019 q2')",0.01235673576593399
35620,BWA,2019 q2,2510,0.5193373349560532,Mr. Luis J. Amadeo,0.4858738465820684,male,"Oppenheimer & Co., Inc.","('BWA', '2019 q2')",0.0
35621,APTV,2019 q2,2510,0.7163232234278505,"Mr. Joseph Spak, CFA",0.5645712216182498,male,RBC Capital Markets,"('APTV', '2019 q2')",0.03333333507180214
35622,GM,2019 q2,2510,0.5996950042574385,"Mr. Joseph Spak, CFA",0.1635626838589817,male,RBC Capital Markets,"('GM', '2019 q2')",0.0
35623,HOG,2019 q2,2510,0.5829087266663542,"Mr. Joseph Spak, CFA",0.2168594355390046,male,RBC Capital Markets,"('HOG', '2019 q2')",0.0
35624,APTV,2019 q2,2510,0.7163232234278505,Mr. Chris McNally,0.8008344117665573,male,EVERCORE ISI,"('APTV', '2019 q2')",0.0
35625,BWA,2019 q2,2510,0.5193373349560532,Mr. Chris McNally,0.4471101114705976,male,EVERCORE ISI,"('BWA', '2019 q2')",0.0
35626,APTV,2019 q2,2510,0.7163232234278505,Mr. Dan Levy,0.3094230737508739,male,Credit Suisse,"('APTV', '2019 q2')",0.0
35627,F,2019 q2,2510,0.3066950182832277,Mr. Dan Levy,0.1149312118427182,male,Credit Suisse,"('F', '2019 q2')",0.0
35628,GM,2019 q2,2510,0.5996950042574385,Mr. Dan Levy,0.2498450519933124,male,Credit Suisse,"('GM', '2019 q2')",0.0
35629,APTV,2019 q2,2510,0.7163232234278505,Mr. David L. Kelley,0.3130503548702215,male,Jefferies,"('APTV', '2019 q2')",0.03046243079006672
35630,BWA,2019 q2,2510,0.5193373349560532,Mr. David L. Kelley,0.6683613127976874,male,Jefferies,"('BWA', '2019 q2')",0.0
35631,APTV,2019 q2,2510,0.7163232234278505,Garrett Nelson,0.7457786804812978,male,CFRA Equity Research,"('APTV', '2019 q2')",0.0
35632,F,2019 q2,2510,0.3066950182832277,Garrett Nelson,0.3729540439105354,male,CFRA Equity Research,"('F', '2019 q2')",0.0
35633,GM,2019 q2,2510,0.5996950042574385,Garrett Nelson,0.4543559907773911,male,CFRA Equity Research,"('GM', '2019 q2')",0.0
35634,HOG,2019 q2,2510,0.5829087266663542,Garrett Nelson,0.5847075831624285,male,CFRA Equity Research,"('HOG', '2019 q2')",0.0
35635,APTV,2019 q2,2510,0.7163232234278505,Glenn E. Chin,0.282865429718772,male,The Buckingham Research Group,"('APTV', '2019 q2')",0.025068355724215508
35636,APTV,2019 q2,2510,0.7163232234278505,"Mr. John J. Murphy, CFA",0.5054047926719558,male,BofA Global Research,"('APTV', '2019 q2')",0.01666666753590107
35637,F,2019 q2,2510,0.3066950182832277,"Mr. John J. Murphy, CFA",0.0876741896490477,male,BofA Global Research,"('F', '2019 q2')",0.0
35638,GM,2019 q2,2510,0.5996950042574385,"Mr. John J. Murphy, CFA",0.1972572538524802,male,BofA Global Research,"('GM', '2019 q2')",0.0
35639,APTV,2019 q2,2510,0.7163232234278505,Richard Hilgert,0.6904995834268507,male,"Morningstar, Inc.","('APTV', '2019 q2')",0.0
35640,APTV,2019 q2,2510,0.7163232234278505,Mr. Alexander E. Potter,0.7094952279035455,male,Piper Sandler Companies,"('APTV', '2019 q2')",0.0
35641,APTV,2019 q2,2510,0.7163232234278505,"Mr. Emmanuel Rosner, CFA",0.8521242353699512,male,Deutsche Bank,"('APTV', '2019 q2')",0.024262115359306335
35642,F,2019 q2,2510,0.3066950182832277,"Mr. Emmanuel Rosner, CFA",0.1671985897745558,male,Deutsche Bank,"('F', '2019 q2')",0.0
35643,GM,2019 q2,2510,0.5996950042574385,"Mr. Emmanuel Rosner, CFA",0.738922443057343,male,Deutsche Bank,"('GM', '2019 q2')",0.0
35644,APTV,2019 q2,2510,0.7163232234278505,SADIF Research,0.9536125651167424,Not a person,Sadif Analytics Prime,"('APTV', '2019 q2')",0.9786204695701599
35645,GM,2019 q2,2510,0.5996950042574385,SADIF Research,0.979233098419352,Not a person,Sadif Analytics Prime,"('GM', '2019 q2')",0.9613831639289856
35646,HOG,2019 q2,2510,0.5829087266663542,SADIF Research,0.9755651951808858,Not a person,Sadif Analytics Prime,"('HOG', '2019 q2')",0.9619052410125732
35647,APTV,2019 q2,2510,0.7163232234278505,Mr. Dan V. Galves,0.4092538830322613,male,Wolfe Research,"('APTV', '2019 q2')",0.0
35648,BWA,2019 q2,2510,0.5193373349560532,Brian A. Johnson,0.297893620816926,male,Barclays,"('BWA', '2019 q2')",0.0
35649,F,2019 q2,2510,0.3066950182832277,Brian A. Johnson,0.1127058290979563,male,Barclays,"('F', '2019 q2')",0.0
35650,GM,2019 q2,2510,0.5996950042574385,Brian A. Johnson,0.2321708717589578,male,Barclays,"('GM', '2019 q2')",0.0
35651,F,2019 q2,2510,0.3066950182832277,"Mr. Adam Jonas, CFA",0.2234921836624223,male,Morgan Stanley,"('F', '2019 q2')",0.0
35652,GM,2019 q2,2510,0.5996950042574385,"Mr. Adam Jonas, CFA",0.7900411916467582,male,Morgan Stanley,"('GM', '2019 q2')",0.0
35653,HOG,2019 q2,2510,0.5829087266663542,"Mr. Adam Jonas, CFA",0.4518051408601825,male,Morgan Stanley,"('HOG', '2019 q2')",0.0
35654,F,2019 q2,2510,0.3066950182832277,"Joseph C. Amaturo, CFA",0.1038840547227455,male,The Buckingham Research Group,"('F', '2019 q2')",0.012624937109649181
35655,GM,2019 q2,2510,0.5996950042574385,"Joseph C. Amaturo, CFA",0.2034253206261425,male,The Buckingham Research Group,"('GM', '2019 q2')",0.04116084426641464
35656,F,2019 q2,2510,0.3066950182832277,Mr. Philippe Houchois,0.133829259081517,male,Jefferies,"('F', '2019 q2')",0.00606575608253479
35657,F,2019 q2,2510,0.3066950182832277,Mr. David Whiston,0.4815145267363246,male,"Morningstar, Inc.","('F', '2019 q2')",0.0
35658,GM,2019 q2,2510,0.5996950042574385,Mr. David Whiston,0.7170243500049,male,"Morningstar, Inc.","('GM', '2019 q2')",0.0
35659,F,2019 q2,2510,0.3066950182832277,Mr. Arndt A. Ellinghorst,0.3408230155570202,male,EVERCORE ISI,"('F', '2019 q2')",0.0
35660,F,2019 q2,2510,0.3066950182832277,Mr. Steven L. Dyer,0.1082883144590642,male,Craig Hallum,"('F', '2019 q2')",0.0
35661,GM,2019 q2,2510,0.5996950042574385,Mr. Steven L. Dyer,0.2028175451879132,male,Craig Hallum,"('GM', '2019 q2')",0.0
35662,HOG,2019 q2,2510,0.5829087266663542,"Chris Bottiglieri, CPA",0.2782323735805057,male,Wolfe Research,"('HOG', '2019 q2')",0.0
35663,HOG,2019 q2,2510,0.5829087266663542,"Ms. Jaime M. M. Katz, CFA",0.5760388158385624,female,"Morningstar, Inc.","('HOG', '2019 q2')",0.0
35664,HOG,2019 q2,2510,0.5829087266663542,Mr. Jonathan D. Rau,0.2910623202454921,male,JPMorgan Econ & FI,"('HOG', '2019 q2')",0.029542552307248116
35665,HOG,2019 q2,2510,0.5829087266663542,"Ms. Sharon M. Zackfia, CFA",0.299159783170178,female,William Blair & Company,"('HOG', '2019 q2')",0.0
35666,HOG,2019 q2,2510,0.5829087266663542,"Mr. James L. Hardiman, CFA",0.4058378921011665,male,Wedbush Securities Inc.,"('HOG', '2019 q2')",0.0
35667,HOG,2019 q2,2510,0.5829087266663542,"Timothy A. Conder, CPA",0.301948340976545,male,"Wells Fargo Securities, LLC","('HOG', '2019 q2')",0.0
35668,APTV,2019 q3,2510,0.6550117698306891,"Mr. Emmanuel Rosner, CFA",0.7822707210402575,male,Deutsche Bank,"('APTV', '2019 q3')",0.02602439746260643
35669,F,2019 q3,2510,0.6119265319349227,"Mr. Emmanuel Rosner, CFA",0.5353232836027432,male,Deutsche Bank,"('F', '2019 q3')",0.03333333507180214
35670,GM,2019 q3,2510,0.5549448649862117,"Mr. Emmanuel Rosner, CFA",0.7371432447250056,male,Deutsche Bank,"('GM', '2019 q3')",0.0
35671,APTV,2019 q3,2510,0.6550117698306891,Brian A. Johnson,0.3099792274344567,male,Barclays,"('APTV', '2019 q3')",0.0
35672,F,2019 q3,2510,0.6119265319349227,Brian A. Johnson,0.2531128389152885,male,Barclays,"('F', '2019 q3')",0.0
35673,GM,2019 q3,2510,0.5549448649862117,Brian A. Johnson,0.2099947242215541,male,Barclays,"('GM', '2019 q3')",0.0
35674,APTV,2019 q3,2510,0.6550117698306891,Mr. David L. Kelley,0.5373156971143762,male,Jefferies,"('APTV', '2019 q3')",0.03086596168577671
35675,APTV,2019 q3,2510,0.6550117698306891,Glenn E. Chin,0.2564577455035399,male,The Buckingham Research Group,"('APTV', '2019 q3')",0.017718104645609856
35676,APTV,2019 q3,2510,0.6550117698306891,Garrett Nelson,0.7499174655380495,male,CFRA Equity Research,"('APTV', '2019 q3')",0.0
35677,F,2019 q3,2510,0.6119265319349227,Garrett Nelson,0.4869199086496454,male,CFRA Equity Research,"('F', '2019 q3')",0.0
35678,GM,2019 q3,2510,0.5549448649862117,Garrett Nelson,0.4374864108575338,male,CFRA Equity Research,"('GM', '2019 q3')",0.0
35679,HOG,2019 q3,2510,0.5638782677856258,Garrett Nelson,0.5957866782066564,male,CFRA Equity Research,"('HOG', '2019 q3')",0.0
35680,APTV,2019 q3,2510,0.6550117698306891,Richard Hilgert,0.7348047154208543,male,"Morningstar, Inc.","('APTV', '2019 q3')",0.004536585882306099
35681,BWA,2019 q3,2510,0.7122719223319054,Richard Hilgert,0.774304342635859,male,"Morningstar, Inc.","('BWA', '2019 q3')",0.0
35682,APTV,2019 q3,2510,0.6550117698306891,Mr. Dan V. Galves,0.288928251419126,male,Wolfe Research,"('APTV', '2019 q3')",0.0
35683,APTV,2019 q3,2510,0.6550117698306891,Mr. Jeffrey D. Osborne,0.4124719346178104,male,Cowen and Company,"('APTV', '2019 q3')",0.023396290373057127
35684,APTV,2019 q3,2510,0.6550117698306891,"Mr. John J. Murphy, CFA",0.6072514580750378,male,BofA Global Research,"('APTV', '2019 q3')",0.03333333507180214
35685,GM,2019 q3,2510,0.5549448649862117,"Mr. John J. Murphy, CFA",0.2083732355868037,male,BofA Global Research,"('GM', '2019 q3')",0.0
35686,APTV,2019 q3,2510,0.6550117698306891,Mr. Dan Levy,0.4195410155770044,male,Credit Suisse,"('APTV', '2019 q3')",0.0
35687,BWA,2019 q3,2510,0.7122719223319054,Mr. Dan Levy,0.625400579857054,male,Credit Suisse,"('BWA', '2019 q3')",0.0
35688,F,2019 q3,2510,0.6119265319349227,Mr. Dan Levy,0.2862437898495677,male,Credit Suisse,"('F', '2019 q3')",0.0
35689,GM,2019 q3,2510,0.5549448649862117,Mr. Dan Levy,0.3296076049577842,male,Credit Suisse,"('GM', '2019 q3')",0.0
35690,APTV,2019 q3,2510,0.6550117698306891,Mr. Rod A. Lache,0.4300697013783926,male,Wolfe Research,"('APTV', '2019 q3')",0.0
35691,BWA,2019 q3,2510,0.7122719223319054,Mr. Rod A. Lache,0.6022052986482518,male,Wolfe Research,"('BWA', '2019 q3')",0.0
35692,F,2019 q3,2510,0.6119265319349227,Mr. Rod A. Lache,0.3163842958440309,male,Wolfe Research,"('F', '2019 q3')",0.0
35693,BWA,2019 q3,2510,0.7122719223319054,Mr. Luis J. Amadeo,0.6588553328929524,male,"Oppenheimer & Co., Inc.","('BWA', '2019 q3')",0.0
35694,F,2019 q3,2510,0.6119265319349227,"Mr. Adam Jonas, CFA",0.4427904765284106,male,Morgan Stanley,"('F', '2019 q3')",0.0
35695,GM,2019 q3,2510,0.5549448649862117,"Mr. Adam Jonas, CFA",0.2405845817921627,male,Morgan Stanley,"('GM', '2019 q3')",0.0
35696,HOG,2019 q3,2510,0.5638782677856258,"Mr. Adam Jonas, CFA",0.5514282655769769,male,Morgan Stanley,"('HOG', '2019 q3')",0.0
35697,F,2019 q3,2510,0.6119265319349227,Pierre BERGERON,0.5353232836027431,male,Societe Generale,"('F', '2019 q3')",0.03333333507180214
35698,F,2019 q3,2510,0.6119265319349227,Mr. Chris McNally,0.7646717556500813,male,EVERCORE ISI,"('F', '2019 q3')",0.0
35699,GM,2019 q3,2510,0.5549448649862117,Mr. Chris McNally,0.6758218617874356,male,EVERCORE ISI,"('GM', '2019 q3')",0.03333333507180214
35700,F,2019 q3,2510,0.6119265319349227,Mr. David Whiston,0.7594343680164733,male,"Morningstar, Inc.","('F', '2019 q3')",0.0
35701,GM,2019 q3,2510,0.5549448649862117,Mr. David Whiston,0.7348895494638971,male,"Morningstar, Inc.","('GM', '2019 q3')",0.0
35702,F,2019 q3,2510,0.6119265319349227,Mr. Steven L. Dyer,0.2926980174537389,male,Craig Hallum,"('F', '2019 q3')",0.0
35703,GM,2019 q3,2510,0.5549448649862117,Mr. Steven L. Dyer,0.1824193390396088,male,Craig Hallum,"('GM', '2019 q3')",0.0
35704,F,2019 q3,2510,0.6119265319349227,Mr. Jonathan D. Rau,0.3818891591531516,male,JPMorgan Econ & FI,"('F', '2019 q3')",0.09097068011760712
35705,GM,2019 q3,2510,0.5549448649862117,"Joseph C. Amaturo, CFA",0.5050505250428251,male,The Buckingham Research Group,"('GM', '2019 q3')",0.01599927619099617
35706,GM,2019 q3,2510,0.5549448649862117,"Mr. Joseph Spak, CFA",0.1911792768269159,male,RBC Capital Markets,"('GM', '2019 q3')",0.0
35707,HOG,2019 q3,2510,0.5638782677856258,"Mr. Joseph Spak, CFA",0.2085840395124038,male,RBC Capital Markets,"('HOG', '2019 q3')",0.0
35708,HOG,2019 q3,2510,0.5638782677856258,"Ms. Jaime M. M. Katz, CFA",0.5279584090259818,female,"Morningstar, Inc.","('HOG', '2019 q3')",0.0
35709,HOG,2019 q3,2510,0.5638782677856258,"Chris Bottiglieri, CPA",0.3519942103414746,male,Wolfe Research,"('HOG', '2019 q3')",0.0
35710,HOG,2019 q3,2510,0.5638782677856258,"Ms. Sharon M. Zackfia, CFA",0.280301916289378,female,William Blair & Company,"('HOG', '2019 q3')",0.0
35711,HOG,2019 q3,2510,0.5638782677856258,SADIF Research,0.9893039803370552,Not a person,Sadif Analytics Prime,"('HOG', '2019 q3')",0.9655439853668213
35712,HOG,2019 q3,2510,0.5638782677856258,"Timothy A. Conder, CPA",0.2076149648842176,male,"Wells Fargo Securities, LLC","('HOG', '2019 q3')",0.0
35713,HOG,2019 q3,2510,0.5638782677856258,"Mr. James L. Hardiman, CFA",0.2396367645673295,male,Wedbush Securities Inc.,"('HOG', '2019 q3')",0.0
35714,HOG,2019 q3,2510,0.5638782677856258,Felicia R. R. Hendrix,0.2403900622182584,female,Barclays,"('HOG', '2019 q3')",0.0
35715,APTV,2019 q4,2510,0.6657433216201827,Mr. Dan Levy,0.4390850811790107,male,Credit Suisse,"('APTV', '2019 q4')",0.022763449233025312
35716,BWA,2019 q4,2510,0.6008597143224985,Mr. Dan Levy,0.4972193575094834,male,Credit Suisse,"('BWA', '2019 q4')",0.0
35717,F,2019 q4,2510,0.519935661273406,Mr. Dan Levy,0.2972853055593358,male,Credit Suisse,"('F', '2019 q4')",0.02118394337594509
35718,GM,2019 q4,2510,0.6590763790943603,Mr. Dan Levy,0.3061724365765594,male,Credit Suisse,"('GM', '2019 q4')",0.0
35719,APTV,2019 q4,2510,0.6657433216201827,Mr. David L. Kelley,0.4870436990986341,male,Jefferies,"('APTV', '2019 q4')",0.01584729366004467
35720,APTV,2019 q4,2510,0.6657433216201827,Mr. Ali-Ahmad Faghri,0.3888744797449868,male,Guggenheim Securities LLC,"('APTV', '2019 q4')",0.0
35721,APTV,2019 q4,2510,0.6657433216201827,Richard Hilgert,0.7139005557035152,male,"Morningstar, Inc.","('APTV', '2019 q4')",0.00619318475946784
35722,BWA,2019 q4,2510,0.6008597143224985,Richard Hilgert,0.7052286043505138,male,"Morningstar, Inc.","('BWA', '2019 q4')",0.0
35723,APTV,2019 q4,2510,0.6657433216201827,"Mr. John J. Murphy, CFA",0.2998345411270682,male,BofA Global Research,"('APTV', '2019 q4')",0.0
35724,F,2019 q4,2510,0.519935661273406,"Mr. John J. Murphy, CFA",0.127660147748544,male,BofA Global Research,"('F', '2019 q4')",0.0
35725,GM,2019 q4,2510,0.6590763790943603,"Mr. John J. Murphy, CFA",0.3883565276761449,male,BofA Global Research,"('GM', '2019 q4')",0.014897199658056099
35726,APTV,2019 q4,2510,0.6657433216201827,Mr. Rod A. Lache,0.3138571802562228,male,Wolfe Research,"('APTV', '2019 q4')",0.0
35727,BWA,2019 q4,2510,0.6008597143224985,Mr. Rod A. Lache,0.4263905237846168,male,Wolfe Research,"('BWA', '2019 q4')",0.0
35728,F,2019 q4,2510,0.519935661273406,Mr. Rod A. Lache,0.2706016335004422,male,Wolfe Research,"('F', '2019 q4')",0.0
35729,GM,2019 q4,2510,0.6590763790943603,Mr. Rod A. Lache,0.4097692595481402,male,Wolfe Research,"('GM', '2019 q4')",0.0
35730,APTV,2019 q4,2510,0.6657433216201827,Mr. Jeffrey D. Osborne,0.3736016204174449,male,Cowen and Company,"('APTV', '2019 q4')",0.02877405472099781
35731,APTV,2019 q4,2510,0.6657433216201827,Mr. Alexander E. Potter,0.4314485914945247,male,Piper Sandler Companies,"('APTV', '2019 q4')",0.0
35732,APTV,2019 q4,2510,0.6657433216201827,Mr. Luis J. Amadeo,0.3020199719201006,male,"Oppenheimer & Co., Inc.","('APTV', '2019 q4')",0.0
35733,BWA,2019 q4,2510,0.6008597143224985,Mr. Luis J. Amadeo,0.5667834039354062,male,"Oppenheimer & Co., Inc.","('BWA', '2019 q4')",0.0
35734,APTV,2019 q4,2510,0.6657433216201827,SADIF Research,0.9589104399408652,Not a person,Sadif Analytics Prime,"('APTV', '2019 q4')",0.9780641198158264
35735,F,2019 q4,2510,0.519935661273406,SADIF Research,0.92565379694983,Not a person,Sadif Analytics Prime,"('F', '2019 q4')",0.913031816482544
35736,GM,2019 q4,2510,0.6590763790943603,SADIF Research,0.9868935340642644,Not a person,Sadif Analytics Prime,"('GM', '2019 q4')",0.961520791053772
35737,APTV,2019 q4,2510,0.6657433216201827,Garrett Nelson,0.7663207164081491,male,CFRA Equity Research,"('APTV', '2019 q4')",0.0
35738,F,2019 q4,2510,0.519935661273406,Garrett Nelson,0.3560870164289544,male,CFRA Equity Research,"('F', '2019 q4')",0.0
35739,GM,2019 q4,2510,0.6590763790943603,Garrett Nelson,0.5070359340314963,male,CFRA Equity Research,"('GM', '2019 q4')",0.0
35740,HOG,2019 q4,2510,0.4416638084308067,Garrett Nelson,0.5689180643910295,male,CFRA Equity Research,"('HOG', '2019 q4')",0.0
35741,APTV,2019 q4,2510,0.6657433216201827,Glenn E. Chin,0.2495512268047771,male,The Buckingham Research Group,"('APTV', '2019 q4')",0.0
35742,F,2019 q4,2510,0.519935661273406,Glenn E. Chin,0.5172665661130706,male,The Buckingham Research Group,"('F', '2019 q4')",0.0
35743,GM,2019 q4,2510,0.6590763790943603,Glenn E. Chin,0.5932828490511295,male,The Buckingham Research Group,"('GM', '2019 q4')",0.0
35744,APTV,2019 q4,2510,0.6657433216201827,Mr. Chris McNally,0.5715140449267,male,EVERCORE ISI,"('APTV', '2019 q4')",0.03333333507180214
35745,APTV,2019 q4,2510,0.6657433216201827,Brian A. Johnson,0.2032198918946036,male,Barclays,"('APTV', '2019 q4')",0.0
35746,F,2019 q4,2510,0.519935661273406,Brian A. Johnson,0.1534476946564251,male,Barclays,"('F', '2019 q4')",0.0
35747,GM,2019 q4,2510,0.6590763790943603,Brian A. Johnson,0.2266420652095012,male,Barclays,"('GM', '2019 q4')",0.0
35748,APTV,2019 q4,2510,0.6657433216201827,"Mr. Emmanuel Rosner, CFA",0.832717424381846,male,Deutsche Bank,"('APTV', '2019 q4')",0.020275436341762543
35749,F,2019 q4,2510,0.519935661273406,"Mr. Emmanuel Rosner, CFA",0.8172681880633185,male,Deutsche Bank,"('F', '2019 q4')",0.0
35750,GM,2019 q4,2510,0.6590763790943603,"Mr. Emmanuel Rosner, CFA",0.8469664378540874,male,Deutsche Bank,"('GM', '2019 q4')",0.0
35751,F,2019 q4,2510,0.519935661273406,Mr. David Whiston,0.6800393875257662,male,"Morningstar, Inc.","('F', '2019 q4')",0.0
35752,GM,2019 q4,2510,0.6590763790943603,Mr. David Whiston,0.5980596938321795,male,"Morningstar, Inc.","('GM', '2019 q4')",0.0
35753,F,2019 q4,2510,0.519935661273406,Douglas Karson,0.1996014193735851,male,BofA Global Research,"('F', '2019 q4')",0.01841423287987709
35754,F,2019 q4,2510,0.519935661273406,"Mr. Joseph Spak, CFA",0.1044098780592227,male,RBC Capital Markets,"('F', '2019 q4')",0.0
35755,GM,2019 q4,2510,0.6590763790943603,"Mr. Joseph Spak, CFA",0.2202763751910511,male,RBC Capital Markets,"('GM', '2019 q4')",0.0
35756,HOG,2019 q4,2510,0.4416638084308067,"Mr. Joseph Spak, CFA",0.2009413794435849,male,RBC Capital Markets,"('HOG', '2019 q4')",0.021395614370703697
35757,F,2019 q4,2510,0.519935661273406,Acquisdata Research Team,0.2785646274006568,Not a person,Acquisdata,"('F', '2019 q4')",0.0
35758,F,2019 q4,2510,0.519935661273406,Mr. Steven L. Dyer,0.1401676265795922,male,Craig Hallum,"('F', '2019 q4')",0.03434237837791443
35759,GM,2019 q4,2510,0.6590763790943603,Mr. Steven L. Dyer,0.2144648266988567,male,Craig Hallum,"('GM', '2019 q4')",0.0
35760,F,2019 q4,2510,0.519935661273406,"Joseph C. Amaturo, CFA",0.1111628280388219,male,The Buckingham Research Group,"('F', '2019 q4')",0.0
35761,GM,2019 q4,2510,0.6590763790943603,"Joseph C. Amaturo, CFA",0.2682349634991459,male,The Buckingham Research Group,"('GM', '2019 q4')",0.01529716948668162
35762,GM,2019 q4,2510,0.6590763790943603,"Mr. Adam Jonas, CFA",0.6790634932559377,male,Morgan Stanley,"('GM', '2019 q4')",0.005446391529403627
35763,HOG,2019 q4,2510,0.4416638084308067,"Mr. Adam Jonas, CFA",0.4330611839988434,male,Morgan Stanley,"('HOG', '2019 q4')",0.0
35764,GM,2019 q4,2510,0.6590763790943603,Mr. Philippe Houchois,0.5641483093918597,male,Jefferies,"('GM', '2019 q4')",0.0
35765,HOG,2019 q4,2510,0.4416638084308067,"Mr. James L. Hardiman, CFA",0.2579820709136251,male,Wedbush Securities Inc.,"('HOG', '2019 q4')",0.0
35766,HOG,2019 q4,2510,0.4416638084308067,"Timothy A. Conder, CPA",0.2042573017493759,male,"Wells Fargo Securities, LLC","('HOG', '2019 q4')",0.0
35767,HOG,2019 q4,2510,0.4416638084308067,Felicia R. R. Hendrix,0.2440396454743846,female,Barclays,"('HOG', '2019 q4')",0.0
35768,HOG,2019 q4,2510,0.4416638084308067,"Ms. Sharon M. Zackfia, CFA",0.2395554218653828,female,William Blair & Company,"('HOG', '2019 q4')",0.0
35769,HOG,2019 q4,2510,0.4416638084308067,"Ms. Jaime M. M. Katz, CFA",0.5071508242612256,female,"Morningstar, Inc.","('HOG', '2019 q4')",0.0
35770,APTV,2020 q1,2510,0.6945481281001171,Richard Hilgert,0.6883535257858209,male,"Morningstar, Inc.","('APTV', '2020 q1')",0.0017926890092591445
35771,BWA,2020 q1,2510,0.4871831206944892,Richard Hilgert,0.6695404779496184,male,"Morningstar, Inc.","('BWA', '2020 q1')",0.0
35772,APTV,2020 q1,2510,0.6945481281001171,Mr. Ali-Ahmad Faghri,0.5129641610544275,male,Guggenheim Securities LLC,"('APTV', '2020 q1')",0.01280472707003355
35773,APTV,2020 q1,2510,0.6945481281001171,Mr. David L. Kelley,0.4222132279767133,male,Jefferies,"('APTV', '2020 q1')",0.014404406150182089
35774,APTV,2020 q1,2510,0.6945481281001171,Garrett Nelson,0.764290139055296,male,CFRA Equity Research,"('APTV', '2020 q1')",0.0
35775,F,2020 q1,2510,0.4561286157504015,Garrett Nelson,0.4887165287947856,male,CFRA Equity Research,"('F', '2020 q1')",0.0
35776,GM,2020 q1,2510,0.6496879962293114,Garrett Nelson,0.5884447606583096,male,CFRA Equity Research,"('GM', '2020 q1')",0.0
35777,HOG,2020 q1,2510,0.6718330731992597,Garrett Nelson,0.6363754758142713,male,CFRA Equity Research,"('HOG', '2020 q1')",0.0
35778,APTV,2020 q1,2510,0.6945481281001171,Mr. Alexander E. Potter,0.5104649410442319,male,Piper Sandler Companies,"('APTV', '2020 q1')",0.0
35779,APTV,2020 q1,2510,0.6945481281001171,"Mr. Emmanuel Rosner, CFA",0.8766773030114176,male,Deutsche Bank,"('APTV', '2020 q1')",0.01035378035157919
35780,F,2020 q1,2510,0.4561286157504015,"Mr. Emmanuel Rosner, CFA",0.6760922277473653,male,Deutsche Bank,"('F', '2020 q1')",0.0
35781,GM,2020 q1,2510,0.6496879962293114,"Mr. Emmanuel Rosner, CFA",0.8386045538157101,male,Deutsche Bank,"('GM', '2020 q1')",0.0
35782,APTV,2020 q1,2510,0.6945481281001171,Mr. Armintas Sinkevicius,0.5096129501917956,male,Morgan Stanley,"('APTV', '2020 q1')",0.04527787445113063
35783,APTV,2020 q1,2510,0.6945481281001171,"Mr. Michael P. Ward, CFA",0.2944837313051171,male,The Benchmark Company LLC,"('APTV', '2020 q1')",0.0
35784,F,2020 q1,2510,0.4561286157504015,"Mr. Michael P. Ward, CFA",0.1837802895009815,male,The Benchmark Company LLC,"('F', '2020 q1')",0.0
35785,GM,2020 q1,2510,0.6496879962293114,"Mr. Michael P. Ward, CFA",0.3152713870228826,male,The Benchmark Company LLC,"('GM', '2020 q1')",0.0034423142205923796
35786,APTV,2020 q1,2510,0.6945481281001171,Mr. Dan Levy,0.4017390746324427,male,Credit Suisse,"('APTV', '2020 q1')",0.0
35787,BWA,2020 q1,2510,0.4871831206944892,Mr. Dan Levy,0.3453849683937001,male,Credit Suisse,"('BWA', '2020 q1')",0.0
35788,F,2020 q1,2510,0.4561286157504015,Mr. Dan Levy,0.1546359091459845,male,Credit Suisse,"('F', '2020 q1')",0.0
35789,GM,2020 q1,2510,0.6496879962293114,Mr. Dan Levy,0.2663655790001494,male,Credit Suisse,"('GM', '2020 q1')",0.0
35790,APTV,2020 q1,2510,0.6945481281001171,Mr. Jeffrey D. Osborne,0.2918411819622813,male,Cowen and Company,"('APTV', '2020 q1')",0.06365031749010086
35791,BWA,2020 q1,2510,0.4871831206944892,Mr. Jeffrey D. Osborne,0.2828511349724423,male,Cowen and Company,"('BWA', '2020 q1')",0.028522608801722527
35792,APTV,2020 q1,2510,0.6945481281001171,Mr. Chris McNally,0.8808246557612794,male,EVERCORE ISI,"('APTV', '2020 q1')",0.0
35793,F,2020 q1,2510,0.4561286157504015,Mr. Chris McNally,0.1875615410403503,male,EVERCORE ISI,"('F', '2020 q1')",0.013947566039860249
35794,APTV,2020 q1,2510,0.6945481281001171,Glenn E. Chin,0.2819225481107407,male,The Buckingham Research Group,"('APTV', '2020 q1')",0.0
35795,F,2020 q1,2510,0.4561286157504015,Glenn E. Chin,0.4990481511386146,male,The Buckingham Research Group,"('F', '2020 q1')",0.0
35796,BWA,2020 q1,2510,0.4871831206944892,Mr. Rod A. Lache,0.3711916116086374,male,Wolfe Research,"('BWA', '2020 q1')",0.0
35797,F,2020 q1,2510,0.4561286157504015,Mr. Rod A. Lache,0.1935580739324446,male,Wolfe Research,"('F', '2020 q1')",0.007574279326945543
35798,GM,2020 q1,2510,0.6496879962293114,Mr. Rod A. Lache,0.3413919766363442,male,Wolfe Research,"('GM', '2020 q1')",0.0
35799,BWA,2020 q1,2510,0.4871831206944892,Masataka Kunugimoto,0.4050274906910672,male,Nomura,"('BWA', '2020 q1')",0.018290434032678604
35800,F,2020 q1,2510,0.4561286157504015,"Mr. John J. Murphy, CFA",0.245497855610998,male,BofA Global Research,"('F', '2020 q1')",0.01666666753590107
35801,F,2020 q1,2510,0.4561286157504015,Mr. David Whiston,0.5122484070696307,male,"Morningstar, Inc.","('F', '2020 q1')",0.0
35802,GM,2020 q1,2510,0.6496879962293114,Mr. David Whiston,0.5470718876960502,male,"Morningstar, Inc.","('GM', '2020 q1')",0.0
35803,F,2020 q1,2510,0.4561286157504015,"Mr. Adam Jonas, CFA",0.3543763795682912,male,Morgan Stanley,"('F', '2020 q1')",0.011111111690600714
35804,GM,2020 q1,2510,0.6496879962293114,"Mr. Adam Jonas, CFA",0.6553307775481036,male,Morgan Stanley,"('GM', '2020 q1')",0.03333333507180214
35805,HOG,2020 q1,2510,0.6718330731992597,"Mr. Adam Jonas, CFA",0.6948505635994,male,Morgan Stanley,"('HOG', '2020 q1')",0.03333333507180214
35806,F,2020 q1,2510,0.4561286157504015,Mr. Jonathan D. Rau,0.2465819427395425,male,JPMorgan Econ & FI,"('F', '2020 q1')",0.015755468979477882
35807,F,2020 q1,2510,0.4561286157504015,Brian A. Johnson,0.1332268937928736,male,Barclays,"('F', '2020 q1')",0.0
35808,GM,2020 q1,2510,0.6496879962293114,Brian A. Johnson,0.2679605966537605,male,Barclays,"('GM', '2020 q1')",0.0
35809,F,2020 q1,2510,0.4561286157504015,"Mr. Joseph Spak, CFA",0.159723074729352,male,RBC Capital Markets,"('F', '2020 q1')",0.0
35810,GM,2020 q1,2510,0.6496879962293114,"Mr. Joseph Spak, CFA",0.2431153607275232,male,RBC Capital Markets,"('GM', '2020 q1')",0.0
35811,HOG,2020 q1,2510,0.6718330731992597,"Mr. Joseph Spak, CFA",0.3508198166306771,male,RBC Capital Markets,"('HOG', '2020 q1')",0.0
35812,GM,2020 q1,2510,0.6496879962293114,SADIF Research,0.9682113902089712,Not a person,Sadif Analytics Prime,"('GM', '2020 q1')",0.961757481098175
35813,HOG,2020 q1,2510,0.6718330731992597,SADIF Research,0.9658635292929676,Not a person,Sadif Analytics Prime,"('HOG', '2020 q1')",0.966077983379364
35814,HOG,2020 q1,2510,0.6718330731992597,"Mr. James L. Hardiman, CFA",0.5194626096617324,male,Wedbush Securities Inc.,"('HOG', '2020 q1')",0.0
35815,HOG,2020 q1,2510,0.6718330731992597,"Ms. Jaime M. M. Katz, CFA",0.5491325244904489,female,"Morningstar, Inc.","('HOG', '2020 q1')",0.0
35816,HOG,2020 q1,2510,0.6718330731992597,"Ms. Sharon M. Zackfia, CFA",0.3478511381353673,female,William Blair & Company,"('HOG', '2020 q1')",0.0
35817,HOG,2020 q1,2510,0.6718330731992597,Travis Harbauer,0.3318687429089255,male,Wolfe Research,"('HOG', '2020 q1')",0.0
35818,APTV,2020 q2,2510,0.6363655951182559,Mr. David L. Kelley,0.4990366934121823,male,Jefferies,"('APTV', '2020 q2')",0.015759039670228958
35819,APTV,2020 q2,2510,0.6363655951182559,Richard Hilgert,0.6936298135456378,male,"Morningstar, Inc.","('APTV', '2020 q2')",0.0034147680271416903
35820,APTV,2020 q2,2510,0.6363655951182559,Mr. Jeffrey D. Osborne,0.3256376100938532,male,Cowen and Company,"('APTV', '2020 q2')",0.06006426736712456
35821,BWA,2020 q2,2510,0.3528200942075383,Mr. Jeffrey D. Osborne,0.3048992573085597,male,Cowen and Company,"('BWA', '2020 q2')",0.039426833391189575
35822,APTV,2020 q2,2510,0.6363655951182559,Garrett Nelson,0.7444081014723207,male,CFRA Equity Research,"('APTV', '2020 q2')",0.0111005580984056
35823,F,2020 q2,2510,0.5383016548892258,Garrett Nelson,0.5821291383449416,male,CFRA Equity Research,"('F', '2020 q2')",0.0
35824,GM,2020 q2,2510,0.6803865997340938,Garrett Nelson,0.6732239087080131,male,CFRA Equity Research,"('GM', '2020 q2')",0.0
35825,HOG,2020 q2,2510,0.5869320205367393,Garrett Nelson,0.7296026208155468,male,CFRA Equity Research,"('HOG', '2020 q2')",0.0
35826,APTV,2020 q2,2510,0.6363655951182559,Mr. Alexander E. Potter,0.3347194259848516,male,Piper Sandler Companies,"('APTV', '2020 q2')",0.0
35827,APTV,2020 q2,2510,0.6363655951182559,Brian A. Johnson,0.4686140348980084,male,Barclays,"('APTV', '2020 q2')",0.0
35828,BWA,2020 q2,2510,0.3528200942075383,Brian A. Johnson,0.2894376548306504,male,Barclays,"('BWA', '2020 q2')",0.0
35829,F,2020 q2,2510,0.5383016548892258,Brian A. Johnson,0.1665868473226809,male,Barclays,"('F', '2020 q2')",0.0
35830,GM,2020 q2,2510,0.6803865997340938,Brian A. Johnson,0.2704448716963181,male,Barclays,"('GM', '2020 q2')",0.0
35831,APTV,2020 q2,2510,0.6363655951182559,Mr. Ali-Ahmad Faghri,0.3331938383157269,male,Guggenheim Securities LLC,"('APTV', '2020 q2')",0.01917223446071148
35832,APTV,2020 q2,2510,0.6363655951182559,"Mr. Emmanuel Rosner, CFA",0.7907913432937076,male,Deutsche Bank,"('APTV', '2020 q2')",0.017556803300976753
35833,F,2020 q2,2510,0.5383016548892258,"Mr. Emmanuel Rosner, CFA",0.8374945194940571,male,Deutsche Bank,"('F', '2020 q2')",0.0
35834,GM,2020 q2,2510,0.6803865997340938,"Mr. Emmanuel Rosner, CFA",0.3179958468242789,male,Deutsche Bank,"('GM', '2020 q2')",0.0
35835,APTV,2020 q2,2510,0.6363655951182559,"Mr. Michael P. Ward, CFA",0.3117725730662331,male,The Benchmark Company LLC,"('APTV', '2020 q2')",0.012120967730879784
35836,F,2020 q2,2510,0.5383016548892258,"Mr. Michael P. Ward, CFA",0.2544285304074139,male,The Benchmark Company LLC,"('F', '2020 q2')",0.0
35837,GM,2020 q2,2510,0.6803865997340938,"Mr. Michael P. Ward, CFA",0.4394460627046224,male,The Benchmark Company LLC,"('GM', '2020 q2')",0.0
35838,APTV,2020 q2,2510,0.6363655951182559,Mr. Dan Levy,0.4176452920740234,male,Credit Suisse,"('APTV', '2020 q2')",0.0
35839,BWA,2020 q2,2510,0.3528200942075383,Mr. Dan Levy,0.2395707688656671,male,Credit Suisse,"('BWA', '2020 q2')",0.0
35840,F,2020 q2,2510,0.5383016548892258,Mr. Dan Levy,0.1675107582630469,male,Credit Suisse,"('F', '2020 q2')",0.010242834687232971
35841,GM,2020 q2,2510,0.6803865997340938,Mr. Dan Levy,0.2923071135606346,male,Credit Suisse,"('GM', '2020 q2')",0.0
35842,BWA,2020 q2,2510,0.3528200942075383,Mr. Rod A. Lache,0.3123413466867893,male,Wolfe Research,"('BWA', '2020 q2')",0.0
35843,BWA,2020 q2,2510,0.3528200942075383,Masataka Kunugimoto,0.3237031645527614,male,Nomura,"('BWA', '2020 q2')",0.017345936968922615
35844,F,2020 q2,2510,0.5383016548892258,Masataka Kunugimoto,0.2774452218619683,male,Nomura,"('F', '2020 q2')",0.0
35845,F,2020 q2,2510,0.5383016548892258,Mr. David Whiston,0.6012001790533312,male,"Morningstar, Inc.","('F', '2020 q2')",0.0
35846,GM,2020 q2,2510,0.6803865997340938,Mr. David Whiston,0.624564790094469,male,"Morningstar, Inc.","('GM', '2020 q2')",0.0
35847,F,2020 q2,2510,0.5383016548892258,Mr. Onur Muminoglu,0.3972078003287859,male,Credit Suisse,"('F', '2020 q2')",0.0
35848,F,2020 q2,2510,0.5383016548892258,"Mr. Adam Jonas, CFA",0.5435093464671595,male,Morgan Stanley,"('F', '2020 q2')",0.0
35849,GM,2020 q2,2510,0.6803865997340938,"Mr. Adam Jonas, CFA",0.6662634035392462,male,Morgan Stanley,"('GM', '2020 q2')",0.0
35850,HOG,2020 q2,2510,0.5869320205367393,"Mr. Adam Jonas, CFA",0.525031054075919,male,Morgan Stanley,"('HOG', '2020 q2')",0.0
35851,F,2020 q2,2510,0.5383016548892258,Mr. Philippe Houchois,0.1328601772256047,male,Jefferies,"('F', '2020 q2')",0.014493647031486034
35852,GM,2020 q2,2510,0.6803865997340938,SADIF Research,0.9670749650284274,Not a person,Sadif Analytics Prime,"('GM', '2020 q2')",0.9617022275924683
35853,GM,2020 q2,2510,0.6803865997340938,"Mr. John J. Murphy, CFA",0.6676013694820395,male,BofA Global Research,"('GM', '2020 q2')",0.03333333507180214
35854,HOG,2020 q2,2510,0.5869320205367393,"Ms. Jaime M. M. Katz, CFA",0.5646347046393058,female,"Morningstar, Inc.","('HOG', '2020 q2')",0.006666667014360428
35855,HOG,2020 q2,2510,0.5869320205367393,"Mr. James L. Hardiman, CFA",0.4872206902153528,male,Wedbush Securities Inc.,"('HOG', '2020 q2')",0.013101874850690365
35856,HOG,2020 q2,2510,0.5869320205367393,"Mr. Joseph Spak, CFA",0.2530207673780944,male,RBC Capital Markets,"('HOG', '2020 q2')",0.0
35857,APA,2019 q2,1010,0.3510679425617928,Mr. Ryan M. Todd,0.1501903671221414,male,Piper Sandler Companies,"('APA', '2019 q2')",0.0
35858,CXO,2019 q2,1010,0.4567876375541441,Mr. Ryan M. Todd,0.1271376928944113,male,Piper Sandler Companies,"('CXO', '2019 q2')",0.0
35859,DVN,2019 q2,1010,0.3832077707202044,Mr. Ryan M. Todd,0.2076385646509487,male,Piper Sandler Companies,"('DVN', '2019 q2')",0.0
35860,OXY,2019 q2,1010,0.3311397851489618,Mr. Ryan M. Todd,0.3162319101626093,male,Piper Sandler Companies,"('OXY', '2019 q2')",0.0
35861,APA,2019 q2,1010,0.3510679425617928,Stewart Glickman,0.3400032384414809,male,CFRA Equity Research,"('APA', '2019 q2')",0.0
35862,COG,2019 q2,1010,0.3983321661551657,Stewart Glickman,0.3744901768805578,male,CFRA Equity Research,"('COG', '2019 q2')",0.0
35863,COP,2019 q2,1010,0.3492006231928081,Stewart Glickman,0.3423747377799057,male,CFRA Equity Research,"('COP', '2019 q2')",0.0
35864,CVX,2019 q2,1010,0.5289862070589152,Stewart Glickman,0.3558010884099306,male,CFRA Equity Research,"('CVX', '2019 q2')",0.022743969756577696
35865,CXO,2019 q2,1010,0.4567876375541441,Stewart Glickman,0.409624313863756,male,CFRA Equity Research,"('CXO', '2019 q2')",0.0
35866,DVN,2019 q2,1010,0.3832077707202044,Stewart Glickman,0.3441398368792137,male,CFRA Equity Research,"('DVN', '2019 q2')",0.0
35867,EOG,2019 q2,1010,0.4596993629660377,Stewart Glickman,0.3831761084898192,male,CFRA Equity Research,"('EOG', '2019 q2')",0.0
35868,FANG,2019 q2,1010,0.5080861353062649,Stewart Glickman,0.4549674701418305,male,CFRA Equity Research,"('FANG', '2019 q2')",0.0
35869,HES,2019 q2,1010,0.2910135156317952,Stewart Glickman,0.3745806636791143,male,CFRA Equity Research,"('HES', '2019 q2')",0.0
35870,HFC,2019 q2,1010,0.6484819711024528,Stewart Glickman,0.5703120223952326,male,CFRA Equity Research,"('HFC', '2019 q2')",0.0
35871,KMI,2019 q2,1010,0.6242981897672071,Stewart Glickman,0.5141887063323924,male,CFRA Equity Research,"('KMI', '2019 q2')",0.0
35872,MPC,2019 q2,1010,0.4985171990763456,Stewart Glickman,0.3817501918198124,male,CFRA Equity Research,"('MPC', '2019 q2')",0.0
35873,MRO,2019 q2,1010,0.5059227271738522,Stewart Glickman,0.3954043836554407,male,CFRA Equity Research,"('MRO', '2019 q2')",0.0
35874,NBL,2019 q2,1010,0.4361450631294048,Stewart Glickman,0.3386713467697805,male,CFRA Equity Research,"('NBL', '2019 q2')",0.0
35875,OKE,2019 q2,1010,0.4735679444483468,Stewart Glickman,0.4258541144873594,male,CFRA Equity Research,"('OKE', '2019 q2')",0.0
35876,OXY,2019 q2,1010,0.3311397851489618,Stewart Glickman,0.2690357505564731,male,CFRA Equity Research,"('OXY', '2019 q2')",0.022286467626690863
35877,PSX,2019 q2,1010,0.3815230133235193,Stewart Glickman,0.35910336048133,male,CFRA Equity Research,"('PSX', '2019 q2')",0.0
35878,PXD,2019 q2,1010,0.4255495190642565,Stewart Glickman,0.3406441926146624,male,CFRA Equity Research,"('PXD', '2019 q2')",0.0
35879,VLO,2019 q2,1010,0.3929163852539928,Stewart Glickman,0.3662647853012633,male,CFRA Equity Research,"('VLO', '2019 q2')",0.0
35880,WMB,2019 q2,1010,0.6981113655061105,Stewart Glickman,0.602754941623356,male,CFRA Equity Research,"('WMB', '2019 q2')",0.0
35881,XOM,2019 q2,1010,0.6550969091574759,Stewart Glickman,0.339227523443083,male,CFRA Equity Research,"('XOM', '2019 q2')",0.0
35882,APA,2019 q2,1010,0.3510679425617928,Mr. Gail N. Dodds,0.0977433747716705,male,Stephens Inc.,"('APA', '2019 q2')",0.0
35883,CXO,2019 q2,1010,0.4567876375541441,Mr. Gail N. Dodds,0.1632337041945809,male,Stephens Inc.,"('CXO', '2019 q2')",0.0
35884,DVN,2019 q2,1010,0.3832077707202044,Mr. Gail N. Dodds,0.119869465825945,male,Stephens Inc.,"('DVN', '2019 q2')",0.0
35885,FANG,2019 q2,1010,0.5080861353062649,Mr. Gail N. Dodds,0.1954865533480276,male,Stephens Inc.,"('FANG', '2019 q2')",0.0
35886,HES,2019 q2,1010,0.2910135156317952,Mr. Gail N. Dodds,0.1334858889905144,male,Stephens Inc.,"('HES', '2019 q2')",0.0
35887,NBL,2019 q2,1010,0.4361450631294048,Mr. Gail N. Dodds,0.1713765087977697,male,Stephens Inc.,"('NBL', '2019 q2')",0.0
35888,APA,2019 q2,1010,0.3510679425617928,Mr. Devin J. McDermott,0.2519478863069683,male,Morgan Stanley,"('APA', '2019 q2')",0.0
35889,CVX,2019 q2,1010,0.5289862070589152,Mr. Devin J. McDermott,0.1548265175702007,male,Morgan Stanley,"('CVX', '2019 q2')",0.0
35890,OXY,2019 q2,1010,0.3311397851489618,Mr. Devin J. McDermott,0.096225851070551,male,Morgan Stanley,"('OXY', '2019 q2')",0.0
35891,APA,2019 q2,1010,0.3510679425617928,Jeffrey Stafford,0.4438095395616512,male,"Morningstar, Inc.","('APA', '2019 q2')",0.006616811578472455
35892,COG,2019 q2,1010,0.3983321661551657,Jeffrey Stafford,0.4620875892018536,male,"Morningstar, Inc.","('COG', '2019 q2')",0.0
35893,DVN,2019 q2,1010,0.3832077707202044,Jeffrey Stafford,0.3218481195230909,male,"Morningstar, Inc.","('DVN', '2019 q2')",0.0
35894,PXD,2019 q2,1010,0.4255495190642565,Jeffrey Stafford,0.3263503527524006,male,"Morningstar, Inc.","('PXD', '2019 q2')",0.010413208743557334
35895,APA,2019 q2,1010,0.3510679425617928,"Mr. Michael J. McAllister, Jr",0.0995465022081831,male,MUFG Securities Americas Inc.,"('APA', '2019 q2')",0.0
35896,CXO,2019 q2,1010,0.4567876375541441,"Mr. Michael J. McAllister, Jr",0.1449415344408809,male,MUFG Securities Americas Inc.,"('CXO', '2019 q2')",0.0
35897,DVN,2019 q2,1010,0.3832077707202044,"Mr. Michael J. McAllister, Jr",0.0965037113603543,male,MUFG Securities Americas Inc.,"('DVN', '2019 q2')",0.0
35898,HES,2019 q2,1010,0.2910135156317952,"Mr. Michael J. McAllister, Jr",0.1132836193853153,male,MUFG Securities Americas Inc.,"('HES', '2019 q2')",0.0
35899,NBL,2019 q2,1010,0.4361450631294048,"Mr. Michael J. McAllister, Jr",0.9577908905314928,male,MUFG Securities Americas Inc.,"('NBL', '2019 q2')",0.0
35900,OXY,2019 q2,1010,0.3311397851489618,"Mr. Michael J. McAllister, Jr",0.1886312145553416,male,MUFG Securities Americas Inc.,"('OXY', '2019 q2')",0.0
35901,PXD,2019 q2,1010,0.4255495190642565,"Mr. Michael J. McAllister, Jr",0.1015263327760043,male,MUFG Securities Americas Inc.,"('PXD', '2019 q2')",0.0
35902,APA,2019 q2,1010,0.3510679425617928,"Mark Lear, CFA",0.083001775357641,male,Jefferies,"('APA', '2019 q2')",0.036055754870176315
35903,COG,2019 q2,1010,0.3983321661551657,"Mark Lear, CFA",0.5327021232102473,male,Jefferies,"('COG', '2019 q2')",0.016536572948098183
35904,EOG,2019 q2,1010,0.4596993629660377,"Mark Lear, CFA",0.1072729186511527,male,Jefferies,"('EOG', '2019 q2')",0.0
35905,NBL,2019 q2,1010,0.4361450631294048,"Mark Lear, CFA",0.1928090349257002,male,Jefferies,"('NBL', '2019 q2')",0.0
35906,PXD,2019 q2,1010,0.4255495190642565,"Mark Lear, CFA",0.2006194447068549,male,Jefferies,"('PXD', '2019 q2')",0.0
35907,APA,2019 q2,1010,0.3510679425617928,Mr. Stephen Richardson,0.1476678654007069,male,EVERCORE ISI,"('APA', '2019 q2')",0.0
35908,COG,2019 q2,1010,0.3983321661551657,Mr. Stephen Richardson,0.1659852924218045,male,EVERCORE ISI,"('COG', '2019 q2')",0.0
35909,APA,2019 q2,1010,0.3510679425617928,Ms. Jeanine C. Wai,0.0483314820888043,female,Barclays,"('APA', '2019 q2')",0.005995904095470905
35910,CXO,2019 q2,1010,0.4567876375541441,Ms. Jeanine C. Wai,0.6027441357824568,female,Barclays,"('CXO', '2019 q2')",0.0
35911,DVN,2019 q2,1010,0.3832077707202044,Ms. Jeanine C. Wai,0.4601931523575981,female,Barclays,"('DVN', '2019 q2')",0.017501726746559143
35912,EOG,2019 q2,1010,0.4596993629660377,Ms. Jeanine C. Wai,0.6356379504427346,female,Barclays,"('EOG', '2019 q2')",0.0
35913,MRO,2019 q2,1010,0.5059227271738522,Ms. Jeanine C. Wai,0.4921040197711071,female,Barclays,"('MRO', '2019 q2')",0.0
35914,NBL,2019 q2,1010,0.4361450631294048,Ms. Jeanine C. Wai,0.1991734019590275,female,Barclays,"('NBL', '2019 q2')",0.008860248140990734
35915,PXD,2019 q2,1010,0.4255495190642565,Ms. Jeanine C. Wai,0.7010626784517259,female,Barclays,"('PXD', '2019 q2')",0.0
35916,APA,2019 q2,1010,0.3510679425617928,Mr. Doug G. Leggate,0.1036996028442417,male,BofA Global Research,"('APA', '2019 q2')",0.0
35917,COG,2019 q2,1010,0.3983321661551657,Mr. Doug G. Leggate,0.2324496077653037,male,BofA Global Research,"('COG', '2019 q2')",0.0
35918,CVX,2019 q2,1010,0.5289862070589152,Mr. Doug G. Leggate,0.1703148240466846,male,BofA Global Research,"('CVX', '2019 q2')",0.0705728754401207
35919,CXO,2019 q2,1010,0.4567876375541441,Mr. Doug G. Leggate,0.1707476866117855,male,BofA Global Research,"('CXO', '2019 q2')",0.0
35920,DVN,2019 q2,1010,0.3832077707202044,Mr. Doug G. Leggate,0.2997417781634887,male,BofA Global Research,"('DVN', '2019 q2')",0.010708817591269812
35921,EOG,2019 q2,1010,0.4596993629660377,Mr. Doug G. Leggate,0.1689974595405017,male,BofA Global Research,"('EOG', '2019 q2')",0.01666666753590107
35922,HES,2019 q2,1010,0.2910135156317952,Mr. Doug G. Leggate,0.2617428634875717,male,BofA Global Research,"('HES', '2019 q2')",0.01953021250665188
35923,MRO,2019 q2,1010,0.5059227271738522,Mr. Doug G. Leggate,0.277422807673135,male,BofA Global Research,"('MRO', '2019 q2')",0.0
35924,OXY,2019 q2,1010,0.3311397851489618,Mr. Doug G. Leggate,0.1965870754452488,male,BofA Global Research,"('OXY', '2019 q2')",0.0
35925,PSX,2019 q2,1010,0.3815230133235193,Mr. Doug G. Leggate,0.2478443932757417,male,BofA Global Research,"('PSX', '2019 q2')",0.0
35926,PXD,2019 q2,1010,0.4255495190642565,Mr. Doug G. Leggate,0.1354852949967892,male,BofA Global Research,"('PXD', '2019 q2')",0.026266194880008698
35927,XOM,2019 q2,1010,0.6550969091574759,Mr. Doug G. Leggate,0.2864220863258164,male,BofA Global Research,"('XOM', '2019 q2')",0.0
35928,APA,2019 q2,1010,0.3510679425617928,Credit Suisse Global Product Marketing,0.9834782509178251,Not a person,Credit Suisse,"('APA', '2019 q2')",0.0
35929,CVX,2019 q2,1010,0.5289862070589152,Credit Suisse Global Product Marketing,0.5922475282632794,Not a person,Credit Suisse,"('CVX', '2019 q2')",0.0
35930,OKE,2019 q2,1010,0.4735679444483468,Credit Suisse Global Product Marketing,0.927511002224026,Not a person,Credit Suisse,"('OKE', '2019 q2')",0.0
35931,APA,2019 q2,1010,0.3510679425617928,Scott M. Hanold,0.0613210139772864,male,RBC Capital Markets,"('APA', '2019 q2')",0.0
35932,DVN,2019 q2,1010,0.3832077707202044,Scott M. Hanold,0.1101931540093993,male,RBC Capital Markets,"('DVN', '2019 q2')",0.012488407082855701
35933,EOG,2019 q2,1010,0.4596993629660377,Scott M. Hanold,0.204093123457366,male,RBC Capital Markets,"('EOG', '2019 q2')",0.03304010629653931
35934,MRO,2019 q2,1010,0.5059227271738522,Scott M. Hanold,0.2117908875890219,male,RBC Capital Markets,"('MRO', '2019 q2')",0.0
35935,PXD,2019 q2,1010,0.4255495190642565,Scott M. Hanold,0.1797918670343829,male,RBC Capital Markets,"('PXD', '2019 q2')",0.01666666753590107
35936,APA,2019 q2,1010,0.3510679425617928,Mr. Josh Silverstein,0.1196634896975761,male,Wolfe Research,"('APA', '2019 q2')",0.0
35937,CXO,2019 q2,1010,0.4567876375541441,Mr. Josh Silverstein,0.2753575596567355,male,Wolfe Research,"('CXO', '2019 q2')",0.03690461441874504
35938,EOG,2019 q2,1010,0.4596993629660377,Mr. Josh Silverstein,0.2974419965173364,male,Wolfe Research,"('EOG', '2019 q2')",0.0
35939,OXY,2019 q2,1010,0.3311397851489618,Mr. Josh Silverstein,0.2600252161027273,male,Wolfe Research,"('OXY', '2019 q2')",0.014839365147054195
35940,BKR,2019 q2,1010,0.4801030075375521,"Mr. Marc G. Bianchi, CFA",0.2922676388951812,male,Cowen and Company,"('BKR', '2019 q2')",0.019959846511483192
35941,FTI,2019 q2,1010,0.5305587385714603,"Mr. Marc G. Bianchi, CFA",0.1365566047946579,male,Cowen and Company,"('FTI', '2019 q2')",0.0
35942,HAL,2019 q2,1010,0.6162247097263883,"Mr. Marc G. Bianchi, CFA",0.1467818651027142,male,Cowen and Company,"('HAL', '2019 q2')",0.0
35943,HP,2019 q2,1010,0.6365253190977748,"Mr. Marc G. Bianchi, CFA",0.3438966750653793,male,Cowen and Company,"('HP', '2019 q2')",0.0
35944,NOV,2019 q2,1010,0.5841340533626036,"Mr. Marc G. Bianchi, CFA",0.1403060722386226,male,Cowen and Company,"('NOV', '2019 q2')",0.009749378077685833
35945,SLB,2019 q2,1010,0.5492811041531496,"Mr. Marc G. Bianchi, CFA",0.1922282777097352,male,Cowen and Company,"('SLB', '2019 q2')",0.0
35946,BKR,2019 q2,1010,0.4801030075375521,Mr. Jacob A. Lundberg,0.6084391180299952,male,Credit Suisse,"('BKR', '2019 q2')",0.0
35947,HAL,2019 q2,1010,0.6162247097263883,Mr. Jacob A. Lundberg,0.3867973627039388,male,Credit Suisse,"('HAL', '2019 q2')",0.0
35948,HP,2019 q2,1010,0.6365253190977748,Mr. Jacob A. Lundberg,0.4414134325318703,male,Credit Suisse,"('HP', '2019 q2')",0.0
35949,NOV,2019 q2,1010,0.5841340533626036,Mr. Jacob A. Lundberg,0.4482940400929459,male,Credit Suisse,"('NOV', '2019 q2')",0.0
35950,BKR,2019 q2,1010,0.4801030075375521,Mr. Abhishek Kumar,0.1313251962674469,male,HSBC,"('BKR', '2019 q2')",0.011751081794500351
35951,BKR,2019 q2,1010,0.4801030075375521,Mr. Chase Mulvehill,0.2741965349701967,male,BofA Global Research,"('BKR', '2019 q2')",0.0
35952,HAL,2019 q2,1010,0.6162247097263883,Mr. Chase Mulvehill,0.1725358136970832,male,BofA Global Research,"('HAL', '2019 q2')",0.0
35953,HP,2019 q2,1010,0.6365253190977748,Mr. Chase Mulvehill,0.2595593497201762,male,BofA Global Research,"('HP', '2019 q2')",0.0
35954,NOV,2019 q2,1010,0.5841340533626036,Mr. Chase Mulvehill,0.133341175998138,male,BofA Global Research,"('NOV', '2019 q2')",0.0
35955,SLB,2019 q2,1010,0.5492811041531496,Mr. Chase Mulvehill,0.1840671440403024,male,BofA Global Research,"('SLB', '2019 q2')",0.0
35956,BKR,2019 q2,1010,0.4801030075375521,Vaibhav Vaishnav,0.1935980290679653,male,Scotiabank GBM,"('BKR', '2019 q2')",0.0
35957,FTI,2019 q2,1010,0.5305587385714603,Vaibhav Vaishnav,0.1382904260705509,male,Scotiabank GBM,"('FTI', '2019 q2')",0.0
35958,HAL,2019 q2,1010,0.6162247097263883,Vaibhav Vaishnav,0.3279056075003007,male,Scotiabank GBM,"('HAL', '2019 q2')",0.0
35959,NOV,2019 q2,1010,0.5841340533626036,Vaibhav Vaishnav,0.179571259179557,male,Scotiabank GBM,"('NOV', '2019 q2')",0.014070454053580761
35960,BKR,2019 q2,1010,0.4801030075375521,"Mr. Judson E. Bailey, CFA",0.2510059518931374,male,"Wells Fargo Securities, LLC","('BKR', '2019 q2')",0.0
35961,FTI,2019 q2,1010,0.5305587385714603,"Mr. Judson E. Bailey, CFA",0.1858183396488508,male,"Wells Fargo Securities, LLC","('FTI', '2019 q2')",0.0
35962,BKR,2019 q2,1010,0.4801030075375521,Preston Caldwell,0.6600235682594942,male,"Morningstar, Inc.","('BKR', '2019 q2')",0.0
35963,FTI,2019 q2,1010,0.5305587385714603,Preston Caldwell,0.7119956852628304,male,"Morningstar, Inc.","('FTI', '2019 q2')",0.0
35964,HAL,2019 q2,1010,0.6162247097263883,Preston Caldwell,0.6402549561378293,male,"Morningstar, Inc.","('HAL', '2019 q2')",0.0
35965,HP,2019 q2,1010,0.6365253190977748,Preston Caldwell,0.651331257287381,male,"Morningstar, Inc.","('HP', '2019 q2')",0.008099790041645369
35966,NOV,2019 q2,1010,0.5841340533626036,Preston Caldwell,0.7813035557521669,male,"Morningstar, Inc.","('NOV', '2019 q2')",0.009486312046647072
35967,SLB,2019 q2,1010,0.5492811041531496,Preston Caldwell,0.5898900268139209,male,"Morningstar, Inc.","('SLB', '2019 q2')",0.0
35968,BKR,2019 q2,1010,0.4801030075375521,Cowen Energy team,0.2711526506906578,male,Cowen and Company,"('BKR', '2019 q2')",0.0
35969,BKR,2019 q2,1010,0.4801030075375521,"Mr. Charles P. Minervino, CFA",0.1913547419580702,male,Susquehanna Financial Group LLLP,"('BKR', '2019 q2')",0.0
35970,FTI,2019 q2,1010,0.5305587385714603,"Mr. Charles P. Minervino, CFA",0.6441904805340494,male,Susquehanna Financial Group LLLP,"('FTI', '2019 q2')",0.0
35971,HAL,2019 q2,1010,0.6162247097263883,"Mr. Charles P. Minervino, CFA",0.8236858215282066,male,Susquehanna Financial Group LLLP,"('HAL', '2019 q2')",0.0
35972,HP,2019 q2,1010,0.6365253190977748,"Mr. Charles P. Minervino, CFA",0.7602567519304361,male,Susquehanna Financial Group LLLP,"('HP', '2019 q2')",0.0
35973,NOV,2019 q2,1010,0.5841340533626036,"Mr. Charles P. Minervino, CFA",0.9136331201541316,male,Susquehanna Financial Group LLLP,"('NOV', '2019 q2')",0.0
35974,SLB,2019 q2,1010,0.5492811041531496,"Mr. Charles P. Minervino, CFA",0.7471976370439906,male,Susquehanna Financial Group LLLP,"('SLB', '2019 q2')",0.0
35975,BKR,2019 q2,1010,0.4801030075375521,Mr. Connor Lynagh,0.2420181405819779,male,Morgan Stanley,"('BKR', '2019 q2')",0.0
35976,HAL,2019 q2,1010,0.6162247097263883,Mr. Connor Lynagh,0.3874087890627796,male,Morgan Stanley,"('HAL', '2019 q2')",0.0
35977,NOV,2019 q2,1010,0.5841340533626036,Mr. Connor Lynagh,0.3163962055475838,male,Morgan Stanley,"('NOV', '2019 q2')",0.0
35978,SLB,2019 q2,1010,0.5492811041531496,Mr. Connor Lynagh,0.2989752080239511,male,Morgan Stanley,"('SLB', '2019 q2')",0.0
35979,BKR,2019 q2,1010,0.4801030075375521,Paige Marcus,0.619755611119899,female,CFRA Equity Research,"('BKR', '2019 q2')",0.0
35980,FTI,2019 q2,1010,0.5305587385714603,Paige Marcus,0.7055901718715267,female,CFRA Equity Research,"('FTI', '2019 q2')",0.0
35981,HAL,2019 q2,1010,0.6162247097263883,Paige Marcus,0.6488495455286923,female,CFRA Equity Research,"('HAL', '2019 q2')",0.0
35982,HP,2019 q2,1010,0.6365253190977748,Paige Marcus,0.5813722492019952,female,CFRA Equity Research,"('HP', '2019 q2')",0.0
35983,NOV,2019 q2,1010,0.5841340533626036,Paige Marcus,0.6531189665878496,female,CFRA Equity Research,"('NOV', '2019 q2')",0.0
35984,SLB,2019 q2,1010,0.5492811041531496,Paige Marcus,0.5897585585976681,female,CFRA Equity Research,"('SLB', '2019 q2')",0.0
35985,COG,2019 q2,1010,0.3983321661551657,Mr. Marshall Coltrain,0.2900759221106284,male,Guggenheim Securities LLC,"('COG', '2019 q2')",0.0
35986,DVN,2019 q2,1010,0.3832077707202044,Mr. Marshall Coltrain,0.1385115079074987,male,Guggenheim Securities LLC,"('DVN', '2019 q2')",0.0
35987,EOG,2019 q2,1010,0.4596993629660377,Mr. Marshall Coltrain,0.2825730314386095,male,Guggenheim Securities LLC,"('EOG', '2019 q2')",0.005229089874774218
35988,COG,2019 q2,1010,0.3983321661551657,"Michael C. Schmitz, CFA",0.2407821362028658,male,Ladenburg Thalmann & Co. Inc.,"('COG', '2019 q2')",0.0
35989,COG,2019 q2,1010,0.3983321661551657,Mr. Biju Z. Perincheril,0.1637903652107571,male,Susquehanna Financial Group LLLP,"('COG', '2019 q2')",0.0
35990,CXO,2019 q2,1010,0.4567876375541441,Mr. Biju Z. Perincheril,0.1154896884020163,male,Susquehanna Financial Group LLLP,"('CXO', '2019 q2')",0.0
35991,DVN,2019 q2,1010,0.3832077707202044,Mr. Biju Z. Perincheril,0.7459404917102203,male,Susquehanna Financial Group LLLP,"('DVN', '2019 q2')",0.03333333507180214
35992,EOG,2019 q2,1010,0.4596993629660377,Mr. Biju Z. Perincheril,0.167561277332194,male,Susquehanna Financial Group LLLP,"('EOG', '2019 q2')",0.0
35993,FANG,2019 q2,1010,0.5080861353062649,Mr. Biju Z. Perincheril,0.3710950846286939,male,Susquehanna Financial Group LLLP,"('FANG', '2019 q2')",0.0
35994,MRO,2019 q2,1010,0.5059227271738522,Mr. Biju Z. Perincheril,0.1971951555818322,male,Susquehanna Financial Group LLLP,"('MRO', '2019 q2')",0.0
35995,PXD,2019 q2,1010,0.4255495190642565,Mr. Biju Z. Perincheril,0.1758138953809227,male,Susquehanna Financial Group LLLP,"('PXD', '2019 q2')",0.0
35996,COG,2019 q2,1010,0.3983321661551657,William Featherston,0.1989758010320665,male,Credit Suisse,"('COG', '2019 q2')",0.0
35997,COP,2019 q2,1010,0.3492006231928081,William Featherston,0.2622052927204757,male,Credit Suisse,"('COP', '2019 q2')",0.0
35998,CVX,2019 q2,1010,0.5289862070589152,William Featherston,0.8262432458025677,male,Credit Suisse,"('CVX', '2019 q2')",0.0
35999,DVN,2019 q2,1010,0.3832077707202044,William Featherston,0.1826646987128931,male,Credit Suisse,"('DVN', '2019 q2')",0.0
36000,XOM,2019 q2,1010,0.6550969091574759,William Featherston,0.6663543713108643,male,Credit Suisse,"('XOM', '2019 q2')",0.0
36001,COG,2019 q2,1010,0.3983321661551657,Mr. David A. Deckelbaum,0.1322142559373645,male,Cowen and Company,"('COG', '2019 q2')",0.0
36002,DVN,2019 q2,1010,0.3832077707202044,Mr. David A. Deckelbaum,0.1626219358526373,male,Cowen and Company,"('DVN', '2019 q2')",0.0
36003,PXD,2019 q2,1010,0.4255495190642565,Mr. David A. Deckelbaum,0.4357934971137315,male,Cowen and Company,"('PXD', '2019 q2')",0.0
36004,COP,2019 q2,1010,0.3492006231928081,"Mr. Allen Good, CFA",0.3757408193825016,male,"Morningstar, Inc.","('COP', '2019 q2')",0.0
36005,CVX,2019 q2,1010,0.5289862070589152,"Mr. Allen Good, CFA",0.521796572109873,male,"Morningstar, Inc.","('CVX', '2019 q2')",0.0
36006,HFC,2019 q2,1010,0.6484819711024528,"Mr. Allen Good, CFA",0.8308230253633512,male,"Morningstar, Inc.","('HFC', '2019 q2')",0.0
36007,MPC,2019 q2,1010,0.4985171990763456,"Mr. Allen Good, CFA",0.4739779116102405,male,"Morningstar, Inc.","('MPC', '2019 q2')",0.0038659550870458284
36008,PSX,2019 q2,1010,0.3815230133235193,"Mr. Allen Good, CFA",0.4896253950764903,male,"Morningstar, Inc.","('PSX', '2019 q2')",0.0
36009,VLO,2019 q2,1010,0.3929163852539928,"Mr. Allen Good, CFA",0.5123984712767339,male,"Morningstar, Inc.","('VLO', '2019 q2')",0.0
36010,XOM,2019 q2,1010,0.6550969091574759,"Mr. Allen Good, CFA",0.5411136474898586,male,"Morningstar, Inc.","('XOM', '2019 q2')",0.0
36011,CVX,2019 q2,1010,0.5289862070589152,Mr. Biraj Borkhataria,0.172711869089745,male,RBC Capital Markets,"('CVX', '2019 q2')",0.01013206752638022
36012,CVX,2019 q2,1010,0.5289862070589152,Mr. Jason Gabelman,0.1567140027310861,male,Cowen and Company,"('CVX', '2019 q2')",0.0
36013,MPC,2019 q2,1010,0.4985171990763456,Mr. Jason Gabelman,0.2120239559405663,male,Cowen and Company,"('MPC', '2019 q2')",0.0
36014,CVX,2019 q2,1010,0.5289862070589152,Mr. Sam J. Margolin,0.2487200804605778,male,Wolfe Research,"('CVX', '2019 q2')",0.01094943517819047
36015,MPC,2019 q2,1010,0.4985171990763456,Mr. Sam J. Margolin,0.1738022875137993,male,Wolfe Research,"('MPC', '2019 q2')",0.0
36016,PSX,2019 q2,1010,0.3815230133235193,Mr. Sam J. Margolin,0.1439880966187223,male,Wolfe Research,"('PSX', '2019 q2')",0.011235358193516731
36017,CVX,2019 q2,1010,0.5289862070589152,Blake M. Fernandez,0.3060537533037153,male,Piper Sandler Companies,"('CVX', '2019 q2')",0.0
36018,PSX,2019 q2,1010,0.3815230133235193,Blake M. Fernandez,0.3903951394405423,male,Piper Sandler Companies,"('PSX', '2019 q2')",0.0
36019,VLO,2019 q2,1010,0.3929163852539928,Blake M. Fernandez,0.2813335341848823,male,Piper Sandler Companies,"('VLO', '2019 q2')",0.0
36020,XOM,2019 q2,1010,0.6550969091574759,Blake M. Fernandez,0.5124672759316634,male,Piper Sandler Companies,"('XOM', '2019 q2')",0.0
36021,CVX,2019 q2,1010,0.5289862070589152,Doug Terreson,0.6782074772098498,male,EVERCORE ISI,"('CVX', '2019 q2')",0.03333333507180214
36022,MPC,2019 q2,1010,0.4985171990763456,Doug Terreson,0.2476034049383627,male,EVERCORE ISI,"('MPC', '2019 q2')",0.0
36023,XOM,2019 q2,1010,0.6550969091574759,Doug Terreson,0.5537036997127296,male,EVERCORE ISI,"('XOM', '2019 q2')",0.011284179985523224
36024,CXO,2019 q2,1010,0.4567876375541441,Mr. Peter F. Kissel,0.7171273038034219,male,Scotiabank GBM,"('CXO', '2019 q2')",0.0
36025,CXO,2019 q2,1010,0.4567876375541441,"Mr. Dave Meats, CFA",0.4194027004842674,male,"Morningstar, Inc.","('CXO', '2019 q2')",0.0030473578455192706
36026,EOG,2019 q2,1010,0.4596993629660377,"Mr. Dave Meats, CFA",0.4352741117718178,male,"Morningstar, Inc.","('EOG', '2019 q2')",0.011137641733512282
36027,FANG,2019 q2,1010,0.5080861353062649,"Mr. Dave Meats, CFA",0.4341300408509579,male,"Morningstar, Inc.","('FANG', '2019 q2')",0.0
36028,HES,2019 q2,1010,0.2910135156317952,"Mr. Dave Meats, CFA",0.3691750739716473,male,"Morningstar, Inc.","('HES', '2019 q2')",0.0
36029,MRO,2019 q2,1010,0.5059227271738522,"Mr. Dave Meats, CFA",0.5338687494466731,male,"Morningstar, Inc.","('MRO', '2019 q2')",0.0
36030,NBL,2019 q2,1010,0.4361450631294048,"Mr. Dave Meats, CFA",0.4376455378255296,male,"Morningstar, Inc.","('NBL', '2019 q2')",0.0
36031,OXY,2019 q2,1010,0.3311397851489618,"Mr. Dave Meats, CFA",0.4197541550358328,male,"Morningstar, Inc.","('OXY', '2019 q2')",0.008677774458192289
36032,CXO,2019 q2,1010,0.4567876375541441,Mr. Neal D. Dingmann,0.3715189944915535,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2019 q2')",0.0
36033,EOG,2019 q2,1010,0.4596993629660377,Mr. Neal D. Dingmann,0.116437440052827,male,SunTrust Robinson Humphrey Capital Markets,"('EOG', '2019 q2')",0.0
36034,MRO,2019 q2,1010,0.5059227271738522,Mr. Neal D. Dingmann,0.1497610273198925,male,SunTrust Robinson Humphrey Capital Markets,"('MRO', '2019 q2')",0.0
36035,NBL,2019 q2,1010,0.4361450631294048,Mr. Neal D. Dingmann,0.1608096466285825,male,SunTrust Robinson Humphrey Capital Markets,"('NBL', '2019 q2')",0.013468725606799126
36036,PXD,2019 q2,1010,0.4255495190642565,Mr. Neal D. Dingmann,0.0785684899372446,male,SunTrust Robinson Humphrey Capital Markets,"('PXD', '2019 q2')",0.010913499630987644
36037,DVN,2019 q2,1010,0.3832077707202044,Mr. John J. Gerdes,0.0925407000386617,male,MKM Partners,"('DVN', '2019 q2')",0.0
36038,EOG,2019 q2,1010,0.4596993629660377,Mr. John J. Gerdes,0.1315143920793782,male,MKM Partners,"('EOG', '2019 q2')",0.029963087290525436
36039,HES,2019 q2,1010,0.2910135156317952,Mr. John J. Gerdes,0.1069369803622874,male,MKM Partners,"('HES', '2019 q2')",0.019321799743920565
36040,MRO,2019 q2,1010,0.5059227271738522,Mr. John J. Gerdes,0.1898999536070219,male,MKM Partners,"('MRO', '2019 q2')",0.0
36041,PXD,2019 q2,1010,0.4255495190642565,Mr. John J. Gerdes,0.0950784298303802,male,MKM Partners,"('PXD', '2019 q2')",0.0
36042,EOG,2019 q2,1010,0.4596993629660377,Irene Haas,0.1220477368991495,female,"Imperial Capital, LLC","('EOG', '2019 q2')",0.0
36043,EOG,2019 q2,1010,0.4596993629660377,Mr. Christopher A. Jacobson,0.9768968547275744,male,Susquehanna Financial Group LLLP,"('EOG', '2019 q2')",0.0
36044,FANG,2019 q2,1010,0.5080861353062649,Mr. John M. White,0.2144413701103243,male,"Roth Capital Partners, Inc.","('FANG', '2019 q2')",0.014906815563639006
36045,FANG,2019 q2,1010,0.5080861353062649,"Mr. Asit K. Sen, CFA",0.2838038344642803,male,BofA Global Research,"('FANG', '2019 q2')",0.010427867993712425
36046,FANG,2019 q2,1010,0.5080861353062649,Jeff S. Grampp,0.1843960351525648,male,Northland Securities,"('FANG', '2019 q2')",0.0
36047,FANG,2019 q2,1010,0.5080861353062649,SADIF Research,0.9562938450670422,Not a person,Sadif Analytics Prime,"('FANG', '2019 q2')",0.9407752156257629
36048,HAL,2019 q2,1010,0.6162247097263883,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HAL', '2019 q2')",0.9667693972587585
36049,HP,2019 q2,1010,0.6365253190977748,SADIF Research,0.9621253843430664,Not a person,Sadif Analytics Prime,"('HP', '2019 q2')",0.9085230231285095
36050,KMI,2019 q2,1010,0.6242981897672071,SADIF Research,0.9841091668324228,Not a person,Sadif Analytics Prime,"('KMI', '2019 q2')",0.9619879722595215
36051,MPC,2019 q2,1010,0.4985171990763456,SADIF Research,0.975816117847091,Not a person,Sadif Analytics Prime,"('MPC', '2019 q2')",0.9561806321144104
36052,MRO,2019 q2,1010,0.5059227271738522,SADIF Research,0.9239550356206628,Not a person,Sadif Analytics Prime,"('MRO', '2019 q2')",0.9022433757781982
36053,PXD,2019 q2,1010,0.4255495190642565,SADIF Research,0.9108485416928102,Not a person,Sadif Analytics Prime,"('PXD', '2019 q2')",0.8916870951652527
36054,SLB,2019 q2,1010,0.5492811041531496,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('SLB', '2019 q2')",0.9743850231170654
36055,XOM,2019 q2,1010,0.6550969091574759,SADIF Research,0.9614846481023988,Not a person,Sadif Analytics Prime,"('XOM', '2019 q2')",0.9031156301498413
36056,FTI,2019 q2,1010,0.5305587385714603,Mr. Robert J. Pulleyn,0.2385410205137911,male,Morgan Stanley,"('FTI', '2019 q2')",0.0
36057,FTI,2019 q2,1010,0.5305587385714603,Mr. Henry M. Tarr,0.1635998002125878,male,Berenberg,"('FTI', '2019 q2')",0.0
36058,FTI,2019 q2,1010,0.5305587385714603,Mr. William A. Herbert,0.3357280954438202,male,Piper Sandler Companies,"('FTI', '2019 q2')",0.0
36059,FTI,2019 q2,1010,0.5305587385714603,Bertrand Hodee,0.1978854869273592,male,Kepler Cheuvreux,"('FTI', '2019 q2')",0.0
36060,FTI,2019 q2,1010,0.5305587385714603,Mr. Jean Pierre Dmirdjian,0.6334764178812727,male,MainFirst Bank AG,"('FTI', '2019 q2')",0.03333333507180214
36061,FTI,2019 q2,1010,0.5305587385714603,Mr. Mark Wilson,0.1417481344647002,male,Jefferies,"('FTI', '2019 q2')",0.0
36062,FTI,2019 q2,1010,0.5305587385714603,Mr. Guillaume Delaby,0.7131551524212076,male,Societe Generale,"('FTI', '2019 q2')",0.0
36063,FTI,2019 q2,1010,0.5305587385714603,Mr. James M. Evans,0.3301248834288775,male,Exane BNP Paribas,"('FTI', '2019 q2')",0.0
36064,FTI,2019 q2,1010,0.5305587385714603,"Mr. J. David J. Anderson, CFA",0.1707225215319416,male,Barclays,"('FTI', '2019 q2')",0.0
36065,HAL,2019 q2,1010,0.6162247097263883,"Mr. J. David J. Anderson, CFA",0.3873423338589323,male,Barclays,"('HAL', '2019 q2')",0.0
36066,NOV,2019 q2,1010,0.5841340533626036,"Mr. J. David J. Anderson, CFA",0.7625419719830894,male,Barclays,"('NOV', '2019 q2')",0.0
36067,SLB,2019 q2,1010,0.5492811041531496,"Mr. J. David J. Anderson, CFA",0.1997584494462062,male,Barclays,"('SLB', '2019 q2')",0.0
36068,FTI,2019 q2,1010,0.5305587385714603,Sra. Lillian Starke,0.3700710629210977,female,Morgan Stanley,"('FTI', '2019 q2')",0.0
36069,FTI,2019 q2,1010,0.5305587385714603,Mr. James C. West,0.2708312143026438,male,EVERCORE ISI,"('FTI', '2019 q2')",0.0
36070,HAL,2019 q2,1010,0.6162247097263883,Mr. James C. West,0.2495457643129521,male,EVERCORE ISI,"('HAL', '2019 q2')",0.0
36071,HP,2019 q2,1010,0.6365253190977748,Mr. James C. West,0.3020874323922438,male,EVERCORE ISI,"('HP', '2019 q2')",0.0
36072,SLB,2019 q2,1010,0.5492811041531496,Mr. James C. West,0.1865711304561221,male,EVERCORE ISI,"('SLB', '2019 q2')",0.0
36073,FTI,2019 q2,1010,0.5305587385714603,Mr. Kurt Hallead,0.2940127416148355,male,RBC Capital Markets,"('FTI', '2019 q2')",0.0
36074,HP,2019 q2,1010,0.6365253190977748,Mr. Kurt Hallead,0.2820227138367702,male,RBC Capital Markets,"('HP', '2019 q2')",0.0
36075,NOV,2019 q2,1010,0.5841340533626036,Mr. Kurt Hallead,0.2121510945368449,male,RBC Capital Markets,"('NOV', '2019 q2')",0.028701918199658394
36076,SLB,2019 q2,1010,0.5492811041531496,Mr. Kurt Hallead,0.2201822435141348,male,RBC Capital Markets,"('SLB', '2019 q2')",0.0
36077,HAL,2019 q2,1010,0.6162247097263883,Mr. Kenneth I. Sill,0.4744609493677446,male,SunTrust Robinson Humphrey Capital Markets,"('HAL', '2019 q2')",0.0
36078,NOV,2019 q2,1010,0.5841340533626036,Mr. Kenneth I. Sill,0.2758906426629305,male,SunTrust Robinson Humphrey Capital Markets,"('NOV', '2019 q2')",0.0
36079,SLB,2019 q2,1010,0.5492811041531496,Mr. Kenneth I. Sill,0.2009419842703558,male,SunTrust Robinson Humphrey Capital Markets,"('SLB', '2019 q2')",0.0
36080,HAL,2019 q2,1010,0.6162247097263883,Mr. Brad P. Handler,0.1809293363598243,male,Jefferies,"('HAL', '2019 q2')",0.0
36081,HP,2019 q2,1010,0.6365253190977748,Mr. Brad P. Handler,0.3040372502442572,male,Jefferies,"('HP', '2019 q2')",0.0
36082,HFC,2019 q2,1010,0.6484819711024528,"Mr. Brad Heffern, CFA",0.4413035653515501,male,RBC Capital Markets,"('HFC', '2019 q2')",0.0
36083,VLO,2019 q2,1010,0.3929163852539928,"Mr. Brad Heffern, CFA",0.2320171047932507,male,RBC Capital Markets,"('VLO', '2019 q2')",0.0
36084,HFC,2019 q2,1010,0.6484819711024528,Mr. Manav Gupta,0.5392071521747633,male,Credit Suisse,"('HFC', '2019 q2')",0.0
36085,MPC,2019 q2,1010,0.4985171990763456,Mr. Manav Gupta,0.2564074751501612,male,Credit Suisse,"('MPC', '2019 q2')",0.009000706486403942
36086,PSX,2019 q2,1010,0.3815230133235193,Mr. Manav Gupta,0.1911382362180113,male,Credit Suisse,"('PSX', '2019 q2')",0.012176482006907463
36087,VLO,2019 q2,1010,0.3929163852539928,Mr. Manav Gupta,0.2533061914156288,male,Credit Suisse,"('VLO', '2019 q2')",0.0
36088,HP,2019 q2,1010,0.6365253190977748,Mr. Blake Gendron,0.3261230100530891,male,Wolfe Research,"('HP', '2019 q2')",0.007905375212430954
36089,NOV,2019 q2,1010,0.5841340533626036,Mr. Blake Gendron,0.2559425405722338,male,Wolfe Research,"('NOV', '2019 q2')",0.0
36090,HP,2019 q2,1010,0.6365253190977748,Jill Hall,0.650368918832572,female,BofA Global Research,"('HP', '2019 q2')",0.03333333507180214
36091,HP,2019 q2,1010,0.6365253190977748,John Watson,0.2400449099877029,male,Piper Sandler Companies,"('HP', '2019 q2')",0.0
36092,KMI,2019 q2,1010,0.6242981897672071,Mr. Travis Miller,0.6364783881985844,male,"Morningstar, Inc.","('KMI', '2019 q2')",0.0
36093,KMI,2019 q2,1010,0.6242981897672071,Dennis Coleman,0.4292221834060983,male,BofA Global Research,"('KMI', '2019 q2')",0.021783623844385147
36094,OKE,2019 q2,1010,0.4735679444483468,Dennis Coleman,0.1945671470461721,male,BofA Global Research,"('OKE', '2019 q2')",0.0
36095,WMB,2019 q2,1010,0.6981113655061105,Dennis Coleman,0.3240802820920446,male,BofA Global Research,"('WMB', '2019 q2')",0.0
36096,KMI,2019 q2,1010,0.6242981897672071,Tristan Richardson,0.3884255805295855,male,SunTrust Robinson Humphrey Capital Markets,"('KMI', '2019 q2')",0.0
36097,OKE,2019 q2,1010,0.4735679444483468,Tristan Richardson,0.1475245581755025,male,SunTrust Robinson Humphrey Capital Markets,"('OKE', '2019 q2')",0.0
36098,KMI,2019 q2,1010,0.6242981897672071,"Ms. Elvira Scotto, CFA",0.2612147469037651,female,RBC Capital Markets,"('KMI', '2019 q2')",0.0
36099,OKE,2019 q2,1010,0.4735679444483468,"Ms. Elvira Scotto, CFA",0.1636493918776613,female,RBC Capital Markets,"('OKE', '2019 q2')",0.0
36100,KMI,2019 q2,1010,0.6242981897672071,"Christopher P. Sighinolfi, CFA, CFA",0.414510660913393,male,Jefferies,"('KMI', '2019 q2')",0.029240217059850693
36101,OKE,2019 q2,1010,0.4735679444483468,"Christopher P. Sighinolfi, CFA, CFA",0.2114279216041345,male,Jefferies,"('OKE', '2019 q2')",0.0
36102,KMI,2019 q2,1010,0.6242981897672071,Acquisdata Research Team,0.3682267247598792,Not a person,Acquisdata,"('KMI', '2019 q2')",0.0
36103,NBL,2019 q2,1010,0.4361450631294048,Claire Ye,0.1135734354975465,female,"Imperial Capital, LLC","('NBL', '2019 q2')",0.0
36104,PXD,2019 q2,1010,0.4255495190642565,Claire Ye,0.1061154521291711,female,"Imperial Capital, LLC","('PXD', '2019 q2')",0.0
36105,OKE,2019 q2,1010,0.4735679444483468,Mr. Stephen Ellis,0.6495826643765863,male,"Morningstar, Inc.","('OKE', '2019 q2')",0.0
36106,WMB,2019 q2,1010,0.6981113655061105,Mr. Stephen Ellis,0.666795891098132,male,"Morningstar, Inc.","('WMB', '2019 q2')",0.0
36107,OKE,2019 q2,1010,0.4735679444483468,Mr. Michael J. Blum,0.2825941580355761,male,"Wells Fargo Securities, LLC","('OKE', '2019 q2')",0.0
36108,OKE,2019 q2,1010,0.4735679444483468,Alex Kania,0.1785334958969727,male,Wolfe Research,"('OKE', '2019 q2')",0.0
36109,WMB,2019 q2,1010,0.6981113655061105,Alex Kania,0.4294513394825432,male,Wolfe Research,"('WMB', '2019 q2')",0.0
36110,OKE,2019 q2,1010,0.4735679444483468,Mr. Barrett A. Blaschke,0.1960057794309925,male,MUFG Securities Americas Inc.,"('OKE', '2019 q2')",0.0
36111,PXD,2019 q2,1010,0.4255495190642565,Mr. Drew Lipke,0.1229471303969148,male,Stephens Inc.,"('PXD', '2019 q2')",0.0
36112,SLB,2019 q2,1010,0.5492811041531496,"Mr. Simon T. Wong, CFA",0.2770032825624587,male,Gabelli & Company,"('SLB', '2019 q2')",0.0
36113,WMB,2019 q2,1010,0.6981113655061105,Mr. Durgesh Chopra,0.6697678690392658,male,EVERCORE ISI,"('WMB', '2019 q2')",0.03333333507180214
36114,WMB,2019 q2,1010,0.6981113655061105,"Mr. TJ J. Schultz, CFA",0.4237907272664136,male,RBC Capital Markets,"('WMB', '2019 q2')",0.01666666753590107
36115,WMB,2019 q2,1010,0.6981113655061105,"Ms. Christine Cho, CFA",0.7817277609725354,female,Barclays,"('WMB', '2019 q2')",0.0
36116,WMB,2019 q2,1010,0.6981113655061105,"Mr. Spiro M. Dounis, CFA",0.733107213488017,male,Credit Suisse,"('WMB', '2019 q2')",0.0
36117,XOM,2019 q2,1010,0.6550969091574759,Research Department,0.3905730288521988,Not a person,Trefis,"('XOM', '2019 q2')",0.0
36118,DHI,2018 q1,2520,0.454943017492383,Brian Bernard,0.6446059177886551,male,"Morningstar, Inc.","('DHI', '2018 q1')",0.0
36119,LEN,2018 q1,2520,0.4994488110797933,Brian Bernard,0.4703719202590216,male,"Morningstar, Inc.","('LEN', '2018 q1')",0.0
36120,MHK,2018 q1,2520,0.5767359752634251,Brian Bernard,0.705561612122313,male,"Morningstar, Inc.","('MHK', '2018 q1')",0.0
36121,NVR,2018 q1,2520,0.6201140622259551,Brian Bernard,0.7470128527477239,male,"Morningstar, Inc.","('NVR', '2018 q1')",0.0
36122,PHM,2018 q1,2520,0.5526133691247623,Brian Bernard,0.7035760269367755,male,"Morningstar, Inc.","('PHM', '2018 q1')",0.0041580914209286375
36123,DHI,2018 q1,2520,0.454943017492383,"Mark A. Weintraub, CFA",0.1773607302910646,male,The Buckingham Research Group,"('DHI', '2018 q1')",0.0
36124,PHM,2018 q1,2520,0.5526133691247623,"Mark A. Weintraub, CFA",0.1682644773276226,male,The Buckingham Research Group,"('PHM', '2018 q1')",0.0
36125,DHI,2018 q1,2520,0.454943017492383,"Ms. Megan McGrath, CFA",0.3732783059857316,female,MKM Partners,"('DHI', '2018 q1')",0.013151665218174458
36126,MHK,2018 q1,2520,0.5767359752634251,"Ms. Megan McGrath, CFA",0.2256389725046097,female,MKM Partners,"('MHK', '2018 q1')",0.0
36127,NVR,2018 q1,2520,0.6201140622259551,"Ms. Megan McGrath, CFA",0.5246056562511706,female,MKM Partners,"('NVR', '2018 q1')",0.10317835211753845
36128,WHR,2018 q1,2520,0.6789976789117151,"Ms. Megan McGrath, CFA",0.6041019489696345,female,MKM Partners,"('WHR', '2018 q1')",0.010695603676140308
36129,DHI,2018 q1,2520,0.454943017492383,"Jack G. Micenko, Jr",0.4471519027751978,male,Susquehanna Financial Group LLLP,"('DHI', '2018 q1')",0.0
36130,PHM,2018 q1,2520,0.5526133691247623,"Jack G. Micenko, Jr",0.5546806005576941,male,Susquehanna Financial Group LLLP,"('PHM', '2018 q1')",0.0
36131,DHI,2018 q1,2520,0.454943017492383,Mr. Michael Eisen,0.270979688093546,male,RBC Capital Markets,"('DHI', '2018 q1')",0.0
36132,LEN,2018 q1,2520,0.4994488110797933,Mr. Michael Eisen,0.3305207558551587,male,RBC Capital Markets,"('LEN', '2018 q1')",0.011111111690600714
36133,MHK,2018 q1,2520,0.5767359752634251,Mr. Michael Eisen,0.5426264320489415,male,RBC Capital Markets,"('MHK', '2018 q1')",0.0
36134,PHM,2018 q1,2520,0.5526133691247623,Mr. Michael Eisen,0.3202245252595047,male,RBC Capital Markets,"('PHM', '2018 q1')",0.0
36135,WHR,2018 q1,2520,0.6789976789117151,Mr. Michael Eisen,0.4837360323511442,male,RBC Capital Markets,"('WHR', '2018 q1')",0.0
36136,DHI,2018 q1,2520,0.454943017492383,"Peter L. Martin, CFA",0.2892071665952666,male,JMP Securities,"('DHI', '2018 q1')",0.0
36137,LEN,2018 q1,2520,0.4994488110797933,"Peter L. Martin, CFA",0.2609163455158739,male,JMP Securities,"('LEN', '2018 q1')",0.0
36138,NVR,2018 q1,2520,0.6201140622259551,"Peter L. Martin, CFA",0.3765402049606265,male,JMP Securities,"('NVR', '2018 q1')",0.0
36139,PHM,2018 q1,2520,0.5526133691247623,"Peter L. Martin, CFA",0.1858573541590546,male,JMP Securities,"('PHM', '2018 q1')",0.0
36140,DHI,2018 q1,2520,0.454943017492383,"Nishu Sood, CFA",0.2785458786911836,male,Deutsche Bank,"('DHI', '2018 q1')",0.0
36141,PHM,2018 q1,2520,0.5526133691247623,"Nishu Sood, CFA",0.1578124849097196,male,Deutsche Bank,"('PHM', '2018 q1')",0.0
36142,GRMN,2018 q1,2520,0.8171090257654803,SADIF Research,0.9739851379231516,Not a person,Sadif Analytics Prime,"('GRMN', '2018 q1')",0.9541915655136108
36143,PVH,2018 q1,2520,0.6328382361021951,SADIF Research,0.9892776274794436,Not a person,Sadif Analytics Prime,"('PVH', '2018 q1')",0.961766242980957
36144,GRMN,2018 q1,2520,0.8171090257654803,"Mr. Efraim Levy, CFA",0.8623908997191332,male,CFRA Equity Research,"('GRMN', '2018 q1')",0.0
36145,GRMN,2018 q1,2520,0.8171090257654803,Ronald J. J. Epstein,0.5689170803327204,male,BofA Global Research,"('GRMN', '2018 q1')",0.0
36146,GRMN,2018 q1,2520,0.8171090257654803,Mr. Yuuji Anderson,0.6039035455420765,male,Morgan Stanley,"('GRMN', '2018 q1')",0.0
36147,GRMN,2018 q1,2520,0.8171090257654803,Mr. Ali Mogharabi,0.8167944018729283,male,"Morningstar, Inc.","('GRMN', '2018 q1')",0.0
36148,GRMN,2018 q1,2520,0.8171090257654803,Mr. Charles L. Anderson,0.6504411544277597,male,Colliers Securities,"('GRMN', '2018 q1')",0.024059928953647614
36149,HAS,2018 q1,2520,0.5695981795023406,"Mr. Michael A. Swartz, CFA",0.2614109359826676,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2018 q1')",0.0
36150,HAS,2018 q1,2520,0.5695981795023406,"Ms. Jaime M. M. Katz, CFA",0.6690272045100482,female,"Morningstar, Inc.","('HAS', '2018 q1')",0.006666667014360428
36151,HAS,2018 q1,2520,0.5695981795023406,Felicia R. R. Hendrix,0.3296657567097587,female,Barclays,"('HAS', '2018 q1')",0.0
36152,HAS,2018 q1,2520,0.5695981795023406,Mr. Eric O. Handler,0.4727064954640089,male,MKM Partners,"('HAS', '2018 q1')",0.02593880519270897
36153,HAS,2018 q1,2520,0.5695981795023406,Ms. Stephanie S. Wissink,0.4330058469427247,female,Jefferies,"('HAS', '2018 q1')",0.0
36154,HAS,2018 q1,2520,0.5695981795023406,Mr. Keith Snyder,0.7067401086032382,male,CFRA Equity Research,"('HAS', '2018 q1')",0.0
36155,LEG,2018 q1,2520,0.0,Mr. Keith Snyder,,male,CFRA Equity Research,"('LEG', '2018 q1')",0.0
36156,MHK,2018 q1,2520,0.5767359752634251,Mr. Keith Snyder,0.759541811148295,male,CFRA Equity Research,"('MHK', '2018 q1')",0.0
36157,NWL,2018 q1,2520,0.6325961484152527,Mr. Keith Snyder,0.8816031021401327,male,CFRA Equity Research,"('NWL', '2018 q1')",0.0
36158,WHR,2018 q1,2520,0.6789976789117151,Mr. Keith Snyder,0.8157514828080974,male,CFRA Equity Research,"('WHR', '2018 q1')",0.0
36159,HAS,2018 q1,2520,0.5695981795023406,"Timothy A. Conder, CPA",0.3560588167770865,male,"Wells Fargo Securities, LLC","('HAS', '2018 q1')",0.0
36160,HBI,2018 q1,2520,0.5364502121742659,KC Katten,0.4645006696962738,female,Credit Suisse,"('HBI', '2018 q1')",0.0
36161,PVH,2018 q1,2520,0.6328382361021951,KC Katten,0.4364008850823783,female,Credit Suisse,"('PVH', '2018 q1')",0.0
36162,HBI,2018 q1,2520,0.5364502121742659,"Mr. John D. Kernan, CFA",0.5216698776008921,male,Cowen and Company,"('HBI', '2018 q1')",0.00949955265969038
36163,NKE,2018 q1,2520,0.5387084008008326,"Mr. John D. Kernan, CFA",0.4112647945457933,male,Cowen and Company,"('NKE', '2018 q1')",0.0
36164,PVH,2018 q1,2520,0.6328382361021951,"Mr. John D. Kernan, CFA",0.5378315254516466,male,Cowen and Company,"('PVH', '2018 q1')",0.0
36165,VFC,2018 q1,2520,0.3913273855034634,"Mr. John D. Kernan, CFA",0.36921236396369,male,Cowen and Company,"('VFC', '2018 q1')",0.0
36166,HBI,2018 q1,2520,0.5364502121742659,Anna A. Andreeva,0.1882844153271106,female,"Oppenheimer & Co., Inc.","('HBI', '2018 q1')",0.007025084458291531
36167,NKE,2018 q1,2520,0.5387084008008326,Anna A. Andreeva,0.1112637199505278,female,"Oppenheimer & Co., Inc.","('NKE', '2018 q1')",0.0
36168,TPR,2018 q1,2520,0.3945832877561569,Anna A. Andreeva,0.0794907471022911,female,"Oppenheimer & Co., Inc.","('TPR', '2018 q1')",0.0
36169,HBI,2018 q1,2520,0.5364502121742659,Mr. Omar R. Saad,0.4326727739793758,male,EVERCORE ISI,"('HBI', '2018 q1')",0.03464682772755623
36170,NKE,2018 q1,2520,0.5387084008008326,Mr. Omar R. Saad,0.4551210991752286,male,EVERCORE ISI,"('NKE', '2018 q1')",0.04049372300505638
36171,PVH,2018 q1,2520,0.6328382361021951,Mr. Omar R. Saad,0.407225717879547,male,EVERCORE ISI,"('PVH', '2018 q1')",0.036648400127887726
36172,TPR,2018 q1,2520,0.3945832877561569,Mr. Omar R. Saad,0.3543721431437041,male,EVERCORE ISI,"('TPR', '2018 q1')",0.0350874662399292
36173,HBI,2018 q1,2520,0.5364502121742659,Victor Ahluwalia,0.7717795519927136,male,CFRA Equity Research,"('HBI', '2018 q1')",0.0
36174,NKE,2018 q1,2520,0.5387084008008326,Victor Ahluwalia,0.6908678771530319,male,CFRA Equity Research,"('NKE', '2018 q1')",0.0
36175,PVH,2018 q1,2520,0.6328382361021951,Victor Ahluwalia,0.6959524243261528,male,CFRA Equity Research,"('PVH', '2018 q1')",0.0
36176,TPR,2018 q1,2520,0.3945832877561569,Victor Ahluwalia,0.5606732260326937,male,CFRA Equity Research,"('TPR', '2018 q1')",0.0
36177,VFC,2018 q1,2520,0.3913273855034634,Victor Ahluwalia,0.5054509175875136,male,CFRA Equity Research,"('VFC', '2018 q1')",0.0
36178,HBI,2018 q1,2520,0.5364502121742659,Tiffany Kanaga,0.2538349582576327,female,Deutsche Bank,"('HBI', '2018 q1')",0.013291174545884132
36179,PVH,2018 q1,2520,0.6328382361021951,Tiffany Kanaga,0.5269271291026129,female,Deutsche Bank,"('PVH', '2018 q1')",0.0
36180,HBI,2018 q1,2520,0.5364502121742659,"Mr. Steven L. Marotta, CFA",0.2842410164318414,male,C.L. King & Associates,"('HBI', '2018 q1')",0.0
36181,PVH,2018 q1,2520,0.6328382361021951,"Mr. Steven L. Marotta, CFA",0.1990442634636574,male,C.L. King & Associates,"('PVH', '2018 q1')",0.014096411876380444
36182,HBI,2018 q1,2520,0.5364502121742659,Mr. Chethan Mallela,0.4112879607820986,male,Barclays,"('HBI', '2018 q1')",0.0
36183,PVH,2018 q1,2520,0.6328382361021951,Mr. Chethan Mallela,0.4281149952563989,male,Barclays,"('PVH', '2018 q1')",0.0
36184,TPR,2018 q1,2520,0.3945832877561569,Mr. Chethan Mallela,0.2356335733814064,male,Barclays,"('TPR', '2018 q1')",0.0
36185,VFC,2018 q1,2520,0.3913273855034634,Mr. Chethan Mallela,0.2522916030822258,male,Barclays,"('VFC', '2018 q1')",0.0
36186,LEN,2018 q1,2520,0.4994488110797933,Mr. Stephen S. Kim,0.4206836048185424,male,EVERCORE ISI,"('LEN', '2018 q1')",0.04974205978214741
36187,MHK,2018 q1,2520,0.5767359752634251,Mr. Stephen S. Kim,0.2786423499888141,male,EVERCORE ISI,"('MHK', '2018 q1')",0.0
36188,PHM,2018 q1,2520,0.5526133691247623,Mr. Stephen S. Kim,0.2107632630733634,male,EVERCORE ISI,"('PHM', '2018 q1')",0.04125518724322319
36189,LEN,2018 q1,2520,0.4994488110797933,Mr. Michael G. Dahl,0.1989222454515472,male,Barclays,"('LEN', '2018 q1')",0.025052878074347973
36190,MHK,2018 q1,2520,0.5767359752634251,Mr. Michael G. Dahl,0.1997831639700271,male,Barclays,"('MHK', '2018 q1')",0.0
36191,PHM,2018 q1,2520,0.5526133691247623,Mr. Michael G. Dahl,0.2412009092325936,male,Barclays,"('PHM', '2018 q1')",0.024174213409423828
36192,LEN,2018 q1,2520,0.4994488110797933,"John Lovallo, II",0.3466925416463233,male,BofA Global Research,"('LEN', '2018 q1')",0.0
36193,MHK,2018 q1,2520,0.5767359752634251,"John Lovallo, II",0.4067150483615032,male,BofA Global Research,"('MHK', '2018 q1')",0.0
36194,PHM,2018 q1,2520,0.5526133691247623,"John Lovallo, II",0.5969052907738408,male,BofA Global Research,"('PHM', '2018 q1')",0.0
36195,LEN,2018 q1,2520,0.4994488110797933,"Carl E. Reichardt, Jr.",0.2172639389094006,male,BTIG,"('LEN', '2018 q1')",0.01666666753590107
36196,NVR,2018 q1,2520,0.6201140622259551,"Carl E. Reichardt, Jr.",0.3311126457118379,male,BTIG,"('NVR', '2018 q1')",0.0
36197,PHM,2018 q1,2520,0.5526133691247623,"Carl E. Reichardt, Jr.",0.1988542854656669,male,BTIG,"('PHM', '2018 q1')",0.0
36198,LEN,2018 q1,2520,0.4994488110797933,Ms. Susan M. Maklari,0.4590508983427176,female,Credit Suisse,"('LEN', '2018 q1')",0.0
36199,MHK,2018 q1,2520,0.5767359752634251,Ms. Susan M. Maklari,0.5357584315881073,female,Credit Suisse,"('MHK', '2018 q1')",0.0
36200,PHM,2018 q1,2520,0.5526133691247623,Ms. Susan M. Maklari,0.5391433634207545,female,Credit Suisse,"('PHM', '2018 q1')",0.0
36201,WHR,2018 q1,2520,0.6789976789117151,Ms. Susan M. Maklari,0.665815975325638,female,Credit Suisse,"('WHR', '2018 q1')",0.010738168843090534
36202,LEN,2018 q1,2520,0.4994488110797933,"Mr. Kenneth M. Leon, CPA",0.6507565219940515,male,CFRA Equity Research,"('LEN', '2018 q1')",0.0
36203,NVR,2018 q1,2520,0.6201140622259551,"Mr. Kenneth M. Leon, CPA",0.7409840181348527,male,CFRA Equity Research,"('NVR', '2018 q1')",0.0
36204,PHM,2018 q1,2520,0.5526133691247623,"Mr. Kenneth M. Leon, CPA",0.721963688761958,male,CFRA Equity Research,"('PHM', '2018 q1')",0.0
36205,MHK,2018 q1,2520,0.5767359752634251,"Mr. Kevin W. Hocevar, CFA",0.2806665239472151,male,Northcoast Research,"('MHK', '2018 q1')",0.0
36206,MHK,2018 q1,2520,0.5767359752634251,"Philip H. Ng, CFA",0.6990829210340263,male,Jefferies,"('MHK', '2018 q1')",0.011571294628083706
36207,MHK,2018 q1,2520,0.5767359752634251,Keith B. Hughes,0.1806520856933592,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2018 q1')",0.0
36208,MHK,2018 q1,2520,0.5767359752634251,"Mr. Michael Rehaut, CFA",0.2020606308177189,male,JPMorgan,"('MHK', '2018 q1')",0.0
36209,NKE,2018 q1,2520,0.5387084008008326,Mr. Erwan Rambourg,0.212449144961281,male,HSBC,"('NKE', '2018 q1')",0.03346903622150421
36210,TPR,2018 q1,2520,0.3945832877561569,Mr. Erwan Rambourg,0.1637648597200147,male,HSBC,"('TPR', '2018 q1')",0.0
36211,NKE,2018 q1,2520,0.5387084008008326,Cristina Fernandez,0.2736214386928501,female,Telsey Advisory Group,"('NKE', '2018 q1')",0.0
36212,NKE,2018 q1,2520,0.5387084008008326,"Robert F. Ohmes, CFA",0.4286590048148481,male,BofA Global Research,"('NKE', '2018 q1')",0.0
36213,VFC,2018 q1,2520,0.3913273855034634,"Robert F. Ohmes, CFA",0.2355219761263446,male,BofA Global Research,"('VFC', '2018 q1')",0.0
36214,NKE,2018 q1,2520,0.5387084008008326,Mr. Mitch Kummetz,0.23371962448677,male,Pivotal Research Group,"('NKE', '2018 q1')",0.0
36215,VFC,2018 q1,2520,0.3913273855034634,Mr. Mitch Kummetz,0.1544690233192297,male,Pivotal Research Group,"('VFC', '2018 q1')",0.0
36216,NKE,2018 q1,2520,0.5387084008008326,Erinn E. Murphy,0.3194573315641116,female,Piper Sandler Companies,"('NKE', '2018 q1')",0.0
36217,PVH,2018 q1,2520,0.6328382361021951,Erinn E. Murphy,0.3559957667316496,female,Piper Sandler Companies,"('PVH', '2018 q1')",0.0
36218,TPR,2018 q1,2520,0.3945832877561569,Erinn E. Murphy,0.1555338524786664,female,Piper Sandler Companies,"('TPR', '2018 q1')",0.0
36219,VFC,2018 q1,2520,0.3913273855034634,Erinn E. Murphy,0.160893879511397,female,Piper Sandler Companies,"('VFC', '2018 q1')",0.0
36220,NKE,2018 q1,2520,0.5387084008008326,Mr. Robert S. Drbul,0.2291114091140879,male,Guggenheim Securities LLC,"('NKE', '2018 q1')",0.0
36221,PVH,2018 q1,2520,0.6328382361021951,Mr. Robert S. Drbul,0.266115752831869,male,Guggenheim Securities LLC,"('PVH', '2018 q1')",0.021575652062892914
36222,TPR,2018 q1,2520,0.3945832877561569,Mr. Robert S. Drbul,0.1088816005103206,male,Guggenheim Securities LLC,"('TPR', '2018 q1')",0.0
36223,VFC,2018 q1,2520,0.3913273855034634,Mr. Robert S. Drbul,0.2534795934027004,male,Guggenheim Securities LLC,"('VFC', '2018 q1')",0.0
36224,NKE,2018 q1,2520,0.5387084008008326,Mr. Christopher Svezia,0.2230682029080151,male,Wedbush Securities Inc.,"('NKE', '2018 q1')",0.004832748944560687
36225,UAA,2018 q1,2520,0.0,Mr. Christopher Svezia,,male,Wedbush Securities Inc.,"('UAA', '2018 q1')",0.01719803735613823
36226,NKE,2018 q1,2520,0.5387084008008326,Cedric Lecasble,0.1696437237182629,male,Raymond James Europe RJEE/RJFI,"('NKE', '2018 q1')",0.0
36227,NKE,2018 q1,2520,0.5387084008008326,Mr. Michael C. Binetti,0.4295911150414389,male,Credit Suisse,"('NKE', '2018 q1')",0.030334241688251495
36228,PVH,2018 q1,2520,0.6328382361021951,Mr. Michael C. Binetti,0.3876079233083531,male,Credit Suisse,"('PVH', '2018 q1')",0.0
36229,NKE,2018 q1,2520,0.5387084008008326,"Jeffrey S. Thomison, CFA",0.3021541268367803,male,Hilliard Lyons,"('NKE', '2018 q1')",0.009231123141944408
36230,NKE,2018 q1,2520,0.5387084008008326,Mr. Camilo R. Lyon,0.2360925916564461,male,Canaccord Genuity,"('NKE', '2018 q1')",0.02762114256620407
36231,TPR,2018 q1,2520,0.3945832877561569,Mr. Camilo R. Lyon,0.0867735767337152,male,Canaccord Genuity,"('TPR', '2018 q1')",0.0
36232,VFC,2018 q1,2520,0.3913273855034634,Mr. Camilo R. Lyon,0.1419701663073757,male,Canaccord Genuity,"('VFC', '2018 q1')",0.0
36233,NKE,2018 q1,2520,0.5387084008008326,Mr. Samuel Poser,0.5478773687332322,male,Susquehanna Financial Group LLLP,"('NKE', '2018 q1')",0.0
36234,VFC,2018 q1,2520,0.3913273855034634,Mr. Samuel Poser,0.4575656674896238,male,Susquehanna Financial Group LLLP,"('VFC', '2018 q1')",0.0
36235,NKE,2018 q1,2520,0.5387084008008326,"Paul E. Trussell, CFA",0.922915911296892,male,Deutsche Bank,"('NKE', '2018 q1')",0.0
36236,TPR,2018 q1,2520,0.3945832877561569,"Paul E. Trussell, CFA",0.1500340348243127,male,Deutsche Bank,"('TPR', '2018 q1')",0.0
36237,NWL,2018 q1,2520,0.6325961484152527,Mr. Rupesh Parikh,0.3428042043294748,male,"Oppenheimer & Co., Inc.","('NWL', '2018 q1')",0.00874581808845202
36238,NWL,2018 q1,2520,0.6325961484152527,"Kevin M. Grundy, CPA",0.2994838702029667,male,Jefferies,"('NWL', '2018 q1')",0.0
36239,NWL,2018 q1,2520,0.6325961484152527,"Mr. William B. Chappell, CFA",0.2671625561337389,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2018 q1')",0.006280809640884399
36240,NWL,2018 q1,2520,0.6325961484152527,Mr. Nik Modi,0.2185423728106054,male,RBC Capital Markets,"('NWL', '2018 q1')",0.0
36241,NWL,2018 q1,2520,0.6325961484152527,"Olivia Tong, CFA",0.5037129309727456,female,BofA Global Research,"('NWL', '2018 q1')",0.008294067345559597
36242,NWL,2018 q1,2520,0.6325961484152527,"Mr. Dara W. Mohsenian, CFA",0.4338111742917281,male,Morgan Stanley,"('NWL', '2018 q1')",0.0
36243,NWL,2018 q1,2520,0.6325961484152527,Ms. Lauren R. Lieberman,0.5199205043065703,female,Barclays,"('NWL', '2018 q1')",0.0
36244,NWL,2018 q1,2520,0.6325961484152527,Mr. Steve Powers,0.8977739230520929,male,Deutsche Bank,"('NWL', '2018 q1')",0.01666666753590107
36245,NWL,2018 q1,2520,0.6325961484152527,Ms. Zamane Bodini,0.4968093786006872,female,Gabelli & Company,"('NWL', '2018 q1')",0.006592853460460901
36246,PHM,2018 q1,2520,0.5526133691247623,Mr. Jay McCanless,0.4890153785667547,male,Wedbush Securities Inc.,"('PHM', '2018 q1')",0.0
36247,PVH,2018 q1,2520,0.6328382361021951,Heather Balsky,0.3840608211394606,female,BofA Global Research,"('PVH', '2018 q1')",0.0
36248,PVH,2018 q1,2520,0.6328382361021951,Bridget Weishaar,0.6184693270324354,female,"Morningstar, Inc.","('PVH', '2018 q1')",0.0
36249,PVH,2018 q1,2520,0.6328382361021951,Ms. Dana L. Telsey,0.2297638127898736,female,Telsey Advisory Group,"('PVH', '2018 q1')",0.0
36250,TPR,2018 q1,2520,0.3945832877561569,Ms. Dana L. Telsey,0.1542162933054762,female,Telsey Advisory Group,"('TPR', '2018 q1')",0.0
36251,TPR,2018 q1,2520,0.3945832877561569,"Mr. Oliver Chen, CFA",0.2806291816538419,male,Cowen and Company,"('TPR', '2018 q1')",0.0
36252,TPR,2018 q1,2520,0.3945832877561569,Mr. Brian Tunick,0.6725568560904635,male,RBC Capital Markets,"('TPR', '2018 q1')",0.03333333507180214
36253,TPR,2018 q1,2520,0.3945832877561569,Bill Dreher,0.7533713302056636,male,Susquehanna Financial Group LLLP,"('TPR', '2018 q1')",0.0
36254,TPR,2018 q1,2520,0.3945832877561569,Mr. Dylan Carden,0.0812339919855986,male,William Blair & Company,"('TPR', '2018 q1')",0.012122503481805325
36255,TPR,2018 q1,2520,0.3945832877561569,"Ms. Roxanne F. Meyer, CFA",0.2349383650577604,female,MKM Partners,"('TPR', '2018 q1')",0.015956832095980644
36256,TPR,2018 q1,2520,0.3945832877561569,Adrienne Y. Yih,0.1028433484693897,female,Wolfe Research,"('TPR', '2018 q1')",0.01108741108328104
36257,TPR,2018 q1,2520,0.3945832877561569,Scott Krasik,0.0755975999767943,male,The Buckingham Research Group,"('TPR', '2018 q1')",0.0
36258,WHR,2018 q1,2520,0.6789976789117151,"Curtis Nagle, CFA",0.4695587017356171,male,BofA Global Research,"('WHR', '2018 q1')",0.0
36259,DHI,2018 q2,2520,0.6682508695712766,Ms. Susan M. Maklari,0.4583602217755574,female,Credit Suisse,"('DHI', '2018 q2')",0.0
36260,LEG,2018 q2,2520,0.5807789460365538,Ms. Susan M. Maklari,0.5006151635983136,female,Credit Suisse,"('LEG', '2018 q2')",0.0
36261,LEN,2018 q2,2520,0.5635345020316649,Ms. Susan M. Maklari,0.3627746276585759,female,Credit Suisse,"('LEN', '2018 q2')",0.0
36262,MHK,2018 q2,2520,0.571852436716173,Ms. Susan M. Maklari,0.5034205971279251,female,Credit Suisse,"('MHK', '2018 q2')",0.0
36263,PHM,2018 q2,2520,0.5881466780739232,Ms. Susan M. Maklari,0.508468604924406,female,Credit Suisse,"('PHM', '2018 q2')",0.0
36264,WHR,2018 q2,2520,0.7146584029847375,Ms. Susan M. Maklari,0.6838237974316169,female,Credit Suisse,"('WHR', '2018 q2')",0.0063935997895896435
36265,DHI,2018 q2,2520,0.6682508695712766,"Jack G. Micenko, Jr",0.541860886473832,male,Susquehanna Financial Group LLLP,"('DHI', '2018 q2')",0.011111111690600714
36266,LEN,2018 q2,2520,0.5635345020316649,"Jack G. Micenko, Jr",0.5585875485845284,male,Susquehanna Financial Group LLLP,"('LEN', '2018 q2')",0.0
36267,PHM,2018 q2,2520,0.5881466780739232,"Jack G. Micenko, Jr",0.4942978189584371,male,Susquehanna Financial Group LLLP,"('PHM', '2018 q2')",0.0
36268,DHI,2018 q2,2520,0.6682508695712766,"John Lovallo, II",0.5387973401171963,male,BofA Global Research,"('DHI', '2018 q2')",0.01666666753590107
36269,LEN,2018 q2,2520,0.5635345020316649,"John Lovallo, II",0.4281187631200015,male,BofA Global Research,"('LEN', '2018 q2')",0.0
36270,MHK,2018 q2,2520,0.571852436716173,"John Lovallo, II",0.5573926516345172,male,BofA Global Research,"('MHK', '2018 q2')",0.0
36271,NVR,2018 q2,2520,0.737512140046242,"John Lovallo, II",0.6699863598380287,male,BofA Global Research,"('NVR', '2018 q2')",0.0
36272,DHI,2018 q2,2520,0.6682508695712766,Brian Bernard,0.6196620640632312,male,"Morningstar, Inc.","('DHI', '2018 q2')",0.0
36273,LEN,2018 q2,2520,0.5635345020316649,Brian Bernard,0.4885320638084205,male,"Morningstar, Inc.","('LEN', '2018 q2')",0.0
36274,MHK,2018 q2,2520,0.571852436716173,Brian Bernard,0.6567862560884956,male,"Morningstar, Inc.","('MHK', '2018 q2')",0.01666666753590107
36275,NVR,2018 q2,2520,0.737512140046242,Brian Bernard,0.7300411741421412,male,"Morningstar, Inc.","('NVR', '2018 q2')",0.0
36276,PHM,2018 q2,2520,0.5881466780739232,Brian Bernard,0.7152341675972255,male,"Morningstar, Inc.","('PHM', '2018 q2')",0.0
36277,DHI,2018 q2,2520,0.6682508695712766,"Mr. Kenneth M. Leon, CPA",0.7130627225482465,male,CFRA Equity Research,"('DHI', '2018 q2')",0.0
36278,LEN,2018 q2,2520,0.5635345020316649,"Mr. Kenneth M. Leon, CPA",0.6956441549877056,male,CFRA Equity Research,"('LEN', '2018 q2')",0.0
36279,NVR,2018 q2,2520,0.737512140046242,"Mr. Kenneth M. Leon, CPA",0.7511029524909795,male,CFRA Equity Research,"('NVR', '2018 q2')",0.0
36280,PHM,2018 q2,2520,0.5881466780739232,"Mr. Kenneth M. Leon, CPA",0.731510442474532,male,CFRA Equity Research,"('PHM', '2018 q2')",0.0
36281,DHI,2018 q2,2520,0.6682508695712766,"Mark A. Weintraub, CFA",0.2005258070350338,male,The Buckingham Research Group,"('DHI', '2018 q2')",0.0
36282,PHM,2018 q2,2520,0.5881466780739232,"Mark A. Weintraub, CFA",0.2537569419366379,male,The Buckingham Research Group,"('PHM', '2018 q2')",0.0
36283,DHI,2018 q2,2520,0.6682508695712766,SADIF Research,0.970922036765692,Not a person,Sadif Analytics Prime,"('DHI', '2018 q2')",0.9452362060546875
36284,GRMN,2018 q2,2520,0.9114869471766468,SADIF Research,0.9887521978533848,Not a person,Sadif Analytics Prime,"('GRMN', '2018 q2')",0.9520314335823059
36285,HBI,2018 q2,2520,0.7613258978639743,SADIF Research,0.9956507422685972,Not a person,Sadif Analytics Prime,"('HBI', '2018 q2')",0.946934700012207
36286,NVR,2018 q2,2520,0.737512140046242,SADIF Research,0.9639485867023554,Not a person,Sadif Analytics Prime,"('NVR', '2018 q2')",0.9783068895339966
36287,NWL,2018 q2,2520,0.7397292981086678,SADIF Research,0.992642697403181,Not a person,Sadif Analytics Prime,"('NWL', '2018 q2')",0.9706814289093018
36288,PVH,2018 q2,2520,0.6576202705626213,SADIF Research,0.9882022965474038,Not a person,Sadif Analytics Prime,"('PVH', '2018 q2')",0.9786986112594604
36289,RL,2018 q2,2520,0.641541890612253,SADIF Research,0.9750905710654216,Not a person,Sadif Analytics Prime,"('RL', '2018 q2')",0.9071168303489685
36290,DHI,2018 q2,2520,0.6682508695712766,"Carl E. Reichardt, Jr.",0.2756644198918636,male,BTIG,"('DHI', '2018 q2')",0.0
36291,LEN,2018 q2,2520,0.5635345020316649,"Carl E. Reichardt, Jr.",0.2357650800674423,male,BTIG,"('LEN', '2018 q2')",0.0
36292,NVR,2018 q2,2520,0.737512140046242,"Carl E. Reichardt, Jr.",0.3921090561402847,male,BTIG,"('NVR', '2018 q2')",0.0
36293,PHM,2018 q2,2520,0.5881466780739232,"Carl E. Reichardt, Jr.",0.2466973631797177,male,BTIG,"('PHM', '2018 q2')",0.0
36294,DHI,2018 q2,2520,0.6682508695712766,Mr. Stephen S. Kim,0.2821424793952213,male,EVERCORE ISI,"('DHI', '2018 q2')",0.04528653249144554
36295,LEN,2018 q2,2520,0.5635345020316649,Mr. Stephen S. Kim,0.2819011682618834,male,EVERCORE ISI,"('LEN', '2018 q2')",0.0388126065954566
36296,MHK,2018 q2,2520,0.571852436716173,Mr. Stephen S. Kim,0.3386509257434681,male,EVERCORE ISI,"('MHK', '2018 q2')",0.0
36297,PHM,2018 q2,2520,0.5881466780739232,Mr. Stephen S. Kim,0.228751527187247,male,EVERCORE ISI,"('PHM', '2018 q2')",0.03387379739433527
36298,DHI,2018 q2,2520,0.6682508695712766,Mr. Michael Eisen,0.4196186864035039,male,RBC Capital Markets,"('DHI', '2018 q2')",0.0
36299,LEN,2018 q2,2520,0.5635345020316649,Mr. Michael Eisen,0.2752721587697696,male,RBC Capital Markets,"('LEN', '2018 q2')",0.022804930806159973
36300,PHM,2018 q2,2520,0.5881466780739232,Mr. Michael Eisen,0.4957129843737841,male,RBC Capital Markets,"('PHM', '2018 q2')",0.0
36301,WHR,2018 q2,2520,0.7146584029847375,Mr. Michael Eisen,0.5630545407260827,male,RBC Capital Markets,"('WHR', '2018 q2')",0.0
36302,DHI,2018 q2,2520,0.6682508695712766,Mr. Jay McCanless,0.4048725551261724,male,Wedbush Securities Inc.,"('DHI', '2018 q2')",0.0
36303,LEN,2018 q2,2520,0.5635345020316649,Mr. Jay McCanless,0.4183039428273223,male,Wedbush Securities Inc.,"('LEN', '2018 q2')",0.0
36304,DHI,2018 q2,2520,0.6682508695712766,Mr. Marc Pouey,0.6767946716726091,male,BofA Global Research,"('DHI', '2018 q2')",0.01865317113697529
36305,GRMN,2018 q2,2520,0.9114869471766468,Mr. Robert M. Spingarn,0.8215016948837429,male,Credit Suisse,"('GRMN', '2018 q2')",0.0
36306,GRMN,2018 q2,2520,0.9114869471766468,Mr. Ali Mogharabi,0.8430921935848504,male,"Morningstar, Inc.","('GRMN', '2018 q2')",0.0
36307,GRMN,2018 q2,2520,0.9114869471766468,CFRA Research,0.9049951573887746,Not a person,CFRA Equity Research,"('GRMN', '2018 q2')",0.0
36308,HAS,2018 q2,2520,0.5603189677696419,Mr. Keith Snyder,0.7405395829623743,male,CFRA Equity Research,"('HAS', '2018 q2')",0.0
36309,LEG,2018 q2,2520,0.5807789460365538,Mr. Keith Snyder,0.5449697794432187,male,CFRA Equity Research,"('LEG', '2018 q2')",0.0
36310,MHK,2018 q2,2520,0.571852436716173,Mr. Keith Snyder,0.7250099752168861,male,CFRA Equity Research,"('MHK', '2018 q2')",0.0
36311,NWL,2018 q2,2520,0.7397292981086678,Mr. Keith Snyder,0.8972627425175272,male,CFRA Equity Research,"('NWL', '2018 q2')",0.0
36312,WHR,2018 q2,2520,0.7146584029847375,Mr. Keith Snyder,0.863818302119264,male,CFRA Equity Research,"('WHR', '2018 q2')",0.0
36313,HAS,2018 q2,2520,0.5603189677696419,"Mr. Michael A. Swartz, CFA",0.2751988732627488,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2018 q2')",0.0
36314,HAS,2018 q2,2520,0.5603189677696419,Ms. Stephanie S. Wissink,0.3590575075113324,female,Jefferies,"('HAS', '2018 q2')",0.0
36315,HAS,2018 q2,2520,0.5603189677696419,Mr. Eric O. Handler,0.4584371090052299,male,MKM Partners,"('HAS', '2018 q2')",0.044674728997051716
36316,HAS,2018 q2,2520,0.5603189677696419,"Ms. Jaime M. M. Katz, CFA",0.5922750683615129,female,"Morningstar, Inc.","('HAS', '2018 q2')",0.01666666753590107
36317,HBI,2018 q2,2520,0.7613258978639743,Heather Balsky,0.4847781449832015,female,BofA Global Research,"('HBI', '2018 q2')",0.0
36318,PVH,2018 q2,2520,0.6576202705626213,Heather Balsky,0.3784496604942481,female,BofA Global Research,"('PVH', '2018 q2')",0.0
36319,RL,2018 q2,2520,0.641541890612253,Heather Balsky,0.5368577247562727,female,BofA Global Research,"('RL', '2018 q2')",0.0
36320,HBI,2018 q2,2520,0.7613258978639743,Victor Ahluwalia,0.8075439284424061,male,CFRA Equity Research,"('HBI', '2018 q2')",0.0
36321,NKE,2018 q2,2520,0.6036452234559784,Victor Ahluwalia,0.6180457362708496,male,CFRA Equity Research,"('NKE', '2018 q2')",0.0
36322,PVH,2018 q2,2520,0.6576202705626213,Victor Ahluwalia,0.6324442972795694,male,CFRA Equity Research,"('PVH', '2018 q2')",0.0
36323,RL,2018 q2,2520,0.641541890612253,Victor Ahluwalia,0.66076088755085,male,CFRA Equity Research,"('RL', '2018 q2')",0.0
36324,TPR,2018 q2,2520,0.3163434895867528,Victor Ahluwalia,0.5319049128412869,male,CFRA Equity Research,"('TPR', '2018 q2')",0.0
36325,VFC,2018 q2,2520,0.4545085802461044,Victor Ahluwalia,0.5151869321875514,male,CFRA Equity Research,"('VFC', '2018 q2')",0.0
36326,HBI,2018 q2,2520,0.7613258978639743,Mr. Chethan Mallela,0.6251836571519249,male,Barclays,"('HBI', '2018 q2')",0.0
36327,PVH,2018 q2,2520,0.6576202705626213,Mr. Chethan Mallela,0.664932181386356,male,Barclays,"('PVH', '2018 q2')",0.0
36328,RL,2018 q2,2520,0.641541890612253,Mr. Chethan Mallela,0.5006421806060999,male,Barclays,"('RL', '2018 q2')",0.0
36329,HBI,2018 q2,2520,0.7613258978639743,Mr. Michael C. Binetti,0.562396619381625,male,Credit Suisse,"('HBI', '2018 q2')",0.0
36330,NKE,2018 q2,2520,0.6036452234559784,Mr. Michael C. Binetti,0.4711282939742315,male,Credit Suisse,"('NKE', '2018 q2')",0.037332442589104176
36331,PVH,2018 q2,2520,0.6576202705626213,Mr. Michael C. Binetti,0.2372613508726339,male,Credit Suisse,"('PVH', '2018 q2')",0.0
36332,TPR,2018 q2,2520,0.3163434895867528,Mr. Michael C. Binetti,0.3509372420957343,male,Credit Suisse,"('TPR', '2018 q2')",0.0
36333,VFC,2018 q2,2520,0.4545085802461044,Mr. Michael C. Binetti,0.3508848468174392,male,Credit Suisse,"('VFC', '2018 q2')",0.0
36334,LEG,2018 q2,2520,0.5807789460365538,Keith B. Hughes,0.3562994641709402,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2018 q2')",0.0
36335,MHK,2018 q2,2520,0.571852436716173,Keith B. Hughes,0.1842321651363127,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2018 q2')",0.0
36336,LEG,2018 q2,2520,0.5807789460365538,Mr. Peter J. Keith,0.7095784662188993,male,Piper Sandler Companies,"('LEG', '2018 q2')",0.0
36337,LEN,2018 q2,2520,0.5635345020316649,James F. Kayler,0.3502709683483159,male,BofA Global Research,"('LEN', '2018 q2')",0.0
36338,LEN,2018 q2,2520,0.5635345020316649,"Nishu Sood, CFA",0.1772299142311422,male,Deutsche Bank,"('LEN', '2018 q2')",0.0
36339,LEN,2018 q2,2520,0.5635345020316649,"Peter L. Martin, CFA",0.2493158402142962,male,JMP Securities,"('LEN', '2018 q2')",0.0
36340,NVR,2018 q2,2520,0.737512140046242,"Peter L. Martin, CFA",0.458104034330762,male,JMP Securities,"('NVR', '2018 q2')",0.0
36341,LEN,2018 q2,2520,0.5635345020316649,"Ms. Megan McGrath, CFA",0.3389864319921307,female,MKM Partners,"('LEN', '2018 q2')",0.03477061726152897
36342,MHK,2018 q2,2520,0.571852436716173,"Ms. Megan McGrath, CFA",0.3534325306425258,female,MKM Partners,"('MHK', '2018 q2')",0.04816507548093796
36343,NVR,2018 q2,2520,0.737512140046242,"Ms. Megan McGrath, CFA",0.4899349752366168,female,MKM Partners,"('NVR', '2018 q2')",0.07049421221017838
36344,PHM,2018 q2,2520,0.5881466780739232,"Ms. Megan McGrath, CFA",0.4143577067429315,female,MKM Partners,"('PHM', '2018 q2')",0.10186867043375969
36345,WHR,2018 q2,2520,0.7146584029847375,"Ms. Megan McGrath, CFA",0.6670341770096458,female,MKM Partners,"('WHR', '2018 q2')",0.04500619228929281
36346,LEN,2018 q2,2520,0.5635345020316649,Matthew A. Bouley,0.1583465819145933,male,Barclays,"('LEN', '2018 q2')",0.016755590215325356
36347,LEN,2018 q2,2520,0.5635345020316649,Mr. Christopher A. Jacobson,0.8762035170514177,male,Susquehanna Financial Group LLLP,"('LEN', '2018 q2')",0.03334647882729769
36348,NKE,2018 q2,2520,0.6036452234559784,Mr. Christopher A. Jacobson,0.8924540152471535,male,Susquehanna Financial Group LLLP,"('NKE', '2018 q2')",0.028306085616350174
36349,TPR,2018 q2,2520,0.3163434895867528,Mr. Christopher A. Jacobson,0.1090401739568238,male,Susquehanna Financial Group LLLP,"('TPR', '2018 q2')",0.0
36350,MHK,2018 q2,2520,0.571852436716173,Mr. Alvaro Lacayo,0.3664976083145094,male,Gabelli & Company,"('MHK', '2018 q2')",0.0
36351,WHR,2018 q2,2520,0.7146584029847375,Mr. Alvaro Lacayo,0.5055603547233577,male,Gabelli & Company,"('WHR', '2018 q2')",0.017750396858900785
36352,MHK,2018 q2,2520,0.571852436716173,"Mr. Michael Rehaut, CFA",0.1889499413487615,male,JPMorgan,"('MHK', '2018 q2')",0.005228102207183838
36353,MHK,2018 q2,2520,0.571852436716173,"Mr. Kevin W. Hocevar, CFA",0.2877180859092955,male,Northcoast Research,"('MHK', '2018 q2')",0.011368220672011375
36354,MHK,2018 q2,2520,0.571852436716173,"Philip H. Ng, CFA",0.4784704072255286,male,Jefferies,"('MHK', '2018 q2')",0.0
36355,NKE,2018 q2,2520,0.6036452234559784,"Paul E. Trussell, CFA",0.7399351552580641,male,Deutsche Bank,"('NKE', '2018 q2')",0.0
36356,TPR,2018 q2,2520,0.3163434895867528,"Paul E. Trussell, CFA",0.3636858911328606,male,Deutsche Bank,"('TPR', '2018 q2')",0.0
36357,UAA,2018 q2,2520,0.0,"Paul E. Trussell, CFA",,male,Deutsche Bank,"('UAA', '2018 q2')",0.0
36358,NKE,2018 q2,2520,0.6036452234559784,Cristina Fernandez,0.1938851887492088,female,Telsey Advisory Group,"('NKE', '2018 q2')",0.0
36359,NKE,2018 q2,2520,0.6036452234559784,"Robert F. Ohmes, CFA",0.3089923447187894,male,BofA Global Research,"('NKE', '2018 q2')",0.0
36360,NKE,2018 q2,2520,0.6036452234559784,Mr. Mitch Kummetz,0.2582267836806907,male,Pivotal Research Group,"('NKE', '2018 q2')",0.0
36361,VFC,2018 q2,2520,0.4545085802461044,Mr. Mitch Kummetz,0.1493794340604149,male,Pivotal Research Group,"('VFC', '2018 q2')",0.0
36362,NKE,2018 q2,2520,0.6036452234559784,S&P pool,0.6334819084686573,Not a person,CFRA Equity Research,"('NKE', '2018 q2')",0.0
36363,NKE,2018 q2,2520,0.6036452234559784,Mr. Camilo R. Lyon,0.1841293810904682,male,Canaccord Genuity,"('NKE', '2018 q2')",0.0
36364,TPR,2018 q2,2520,0.3163434895867528,Mr. Camilo R. Lyon,0.088961233804819,male,Canaccord Genuity,"('TPR', '2018 q2')",0.014332776889204979
36365,VFC,2018 q2,2520,0.4545085802461044,Mr. Camilo R. Lyon,0.1353827674849231,male,Canaccord Genuity,"('VFC', '2018 q2')",0.009612688794732094
36366,NKE,2018 q2,2520,0.6036452234559784,Mr. Robert S. Drbul,0.2843299493227962,male,Guggenheim Securities LLC,"('NKE', '2018 q2')",0.0
36367,PVH,2018 q2,2520,0.6576202705626213,Mr. Robert S. Drbul,0.3183120928702478,male,Guggenheim Securities LLC,"('PVH', '2018 q2')",0.027137788012623787
36368,RL,2018 q2,2520,0.641541890612253,Mr. Robert S. Drbul,0.2560042327863548,male,Guggenheim Securities LLC,"('RL', '2018 q2')",0.0
36369,TPR,2018 q2,2520,0.3163434895867528,Mr. Robert S. Drbul,0.0568723749033482,male,Guggenheim Securities LLC,"('TPR', '2018 q2')",0.0
36370,VFC,2018 q2,2520,0.4545085802461044,Mr. Robert S. Drbul,0.410932785784695,male,Guggenheim Securities LLC,"('VFC', '2018 q2')",0.0
36371,NKE,2018 q2,2520,0.6036452234559784,Mr. John Guy,0.5882021832942421,male,MainFirst Bank AG,"('NKE', '2018 q2')",0.03333333507180214
36372,NKE,2018 q2,2520,0.6036452234559784,"Mr. John D. Kernan, CFA",0.363828013852167,male,Cowen and Company,"('NKE', '2018 q2')",0.0052512395195662975
36373,PVH,2018 q2,2520,0.6576202705626213,"Mr. John D. Kernan, CFA",0.2430457828030809,male,Cowen and Company,"('PVH', '2018 q2')",0.0
36374,RL,2018 q2,2520,0.641541890612253,"Mr. John D. Kernan, CFA",0.4603690524116001,male,Cowen and Company,"('RL', '2018 q2')",0.0
36375,VFC,2018 q2,2520,0.4545085802461044,"Mr. John D. Kernan, CFA",0.4746723740716845,male,Cowen and Company,"('VFC', '2018 q2')",0.0
36376,NKE,2018 q2,2520,0.6036452234559784,Matthew J. McClintock,0.2080783456263967,male,Barclays,"('NKE', '2018 q2')",0.0
36377,NKE,2018 q2,2520,0.6036452234559784,Mr. Christopher Svezia,0.277376535196966,male,Wedbush Securities Inc.,"('NKE', '2018 q2')",0.015434837900102139
36378,NKE,2018 q2,2520,0.6036452234559784,Mr. Samuel Poser,0.6504891112681206,male,Susquehanna Financial Group LLLP,"('NKE', '2018 q2')",0.0
36379,VFC,2018 q2,2520,0.4545085802461044,Mr. Samuel Poser,0.2748913730454541,male,Susquehanna Financial Group LLLP,"('VFC', '2018 q2')",0.0
36380,NKE,2018 q2,2520,0.6036452234559784,Mr. Omar R. Saad,0.3330736064437717,male,EVERCORE ISI,"('NKE', '2018 q2')",0.035836849361658096
36381,PVH,2018 q2,2520,0.6576202705626213,Mr. Omar R. Saad,0.57573131138338,male,EVERCORE ISI,"('PVH', '2018 q2')",0.048044949769973755
36382,RL,2018 q2,2520,0.641541890612253,Mr. Omar R. Saad,0.6938109391384849,male,EVERCORE ISI,"('RL', '2018 q2')",0.0
36383,VFC,2018 q2,2520,0.4545085802461044,Mr. Omar R. Saad,0.5773534648120934,male,EVERCORE ISI,"('VFC', '2018 q2')",0.046310171484947205
36384,NKE,2018 q2,2520,0.6036452234559784,Cedric Lecasble,0.182102823802896,male,Raymond James Europe RJEE/RJFI,"('NKE', '2018 q2')",0.0
36385,NKE,2018 q2,2520,0.6036452234559784,Erinn E. Murphy,0.3501985868748273,female,Piper Sandler Companies,"('NKE', '2018 q2')",0.0
36386,PVH,2018 q2,2520,0.6576202705626213,Erinn E. Murphy,0.6104958048297887,female,Piper Sandler Companies,"('PVH', '2018 q2')",0.0
36387,RL,2018 q2,2520,0.641541890612253,Erinn E. Murphy,0.291200231417257,female,Piper Sandler Companies,"('RL', '2018 q2')",0.012805573642253876
36388,VFC,2018 q2,2520,0.4545085802461044,Erinn E. Murphy,0.2117022146408163,female,Piper Sandler Companies,"('VFC', '2018 q2')",0.0
36389,NWL,2018 q2,2520,0.7397292981086678,"Mr. Dara W. Mohsenian, CFA",0.3982764299185232,male,Morgan Stanley,"('NWL', '2018 q2')",0.0
36390,NWL,2018 q2,2520,0.7397292981086678,Mr. Nik Modi,0.4193009927089295,male,RBC Capital Markets,"('NWL', '2018 q2')",0.0
36391,NWL,2018 q2,2520,0.7397292981086678,Mr. Rupesh Parikh,0.6062679102919628,male,"Oppenheimer & Co., Inc.","('NWL', '2018 q2')",0.025008078664541245
36392,NWL,2018 q2,2520,0.7397292981086678,"Mr. William B. Chappell, CFA",0.627344770149866,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2018 q2')",0.0
36393,NWL,2018 q2,2520,0.7397292981086678,Ms. Lauren R. Lieberman,0.521986262887931,female,Barclays,"('NWL', '2018 q2')",0.0
36394,PVH,2018 q2,2520,0.6576202705626213,Mr. Dan Wasiolek,0.4814956723092418,male,"Morningstar, Inc.","('PVH', '2018 q2')",0.0
36395,PVH,2018 q2,2520,0.6576202705626213,Ms. Dana L. Telsey,0.2131441826235207,female,Telsey Advisory Group,"('PVH', '2018 q2')",0.0
36396,RL,2018 q2,2520,0.641541890612253,Ms. Dana L. Telsey,0.2978658108852003,female,Telsey Advisory Group,"('RL', '2018 q2')",0.014633280225098133
36397,TPR,2018 q2,2520,0.3163434895867528,Ms. Dana L. Telsey,0.07784560674781,female,Telsey Advisory Group,"('TPR', '2018 q2')",0.0
36398,VFC,2018 q2,2520,0.4545085802461044,Ms. Dana L. Telsey,0.1561319260616258,female,Telsey Advisory Group,"('VFC', '2018 q2')",0.0
36399,PVH,2018 q2,2520,0.6576202705626213,Tristan d'Aboville,0.2272558422929811,male,William O'Neil + Co.,"('PVH', '2018 q2')",0.04794399440288544
36400,PVH,2018 q2,2520,0.6576202705626213,Bridget Weishaar,0.4822373408448477,female,"Morningstar, Inc.","('PVH', '2018 q2')",0.0
36401,TPR,2018 q2,2520,0.3163434895867528,Bridget Weishaar,0.4097649982542148,female,"Morningstar, Inc.","('TPR', '2018 q2')",0.0
36402,PVH,2018 q2,2520,0.6576202705626213,Tiffany Kanaga,0.9214571602833976,female,Deutsche Bank,"('PVH', '2018 q2')",0.0
36403,PVH,2018 q2,2520,0.6576202705626213,"Mr. Steven L. Marotta, CFA",0.2194827575397873,male,C.L. King & Associates,"('PVH', '2018 q2')",0.0
36404,RL,2018 q2,2520,0.641541890612253,Mr. Brian Tunick,0.2863237755834931,male,RBC Capital Markets,"('RL', '2018 q2')",0.0
36405,TPR,2018 q2,2520,0.3163434895867528,Anna A. Andreeva,0.0542416687285648,female,"Oppenheimer & Co., Inc.","('TPR', '2018 q2')",0.0
36406,TPR,2018 q2,2520,0.3163434895867528,"Kimberly C. Greenberger, CFA",0.1351644274141379,female,Morgan Stanley,"('TPR', '2018 q2')",0.0
36407,TPR,2018 q2,2520,0.3163434895867528,"Lorraine C. Hutchinson, CFA",0.1876107755659457,female,BofA Global Research,"('TPR', '2018 q2')",0.0
36408,TPR,2018 q2,2520,0.3163434895867528,Bill Dreher,0.1975936079911086,male,Susquehanna Financial Group LLLP,"('TPR', '2018 q2')",0.0
36409,TPR,2018 q2,2520,0.3163434895867528,Adrienne Y. Yih,0.0906040177081635,female,Wolfe Research,"('TPR', '2018 q2')",0.0
36410,TPR,2018 q2,2520,0.3163434895867528,"Ms. Kelly L. Crago, CFA",0.0909976772495089,female,The Buckingham Research Group,"('TPR', '2018 q2')",0.0
36411,TPR,2018 q2,2520,0.3163434895867528,"Ms. Roxanne F. Meyer, CFA",0.2947119260338169,female,MKM Partners,"('TPR', '2018 q2')",0.0
36412,TPR,2018 q2,2520,0.3163434895867528,Mr. Randal J. Konik,0.1225547403918994,male,Jefferies,"('TPR', '2018 q2')",0.0
36413,WHR,2018 q2,2520,0.7146584029847375,"Curtis Nagle, CFA",0.4773580645029853,male,BofA Global Research,"('WHR', '2018 q2')",0.0
36414,DHI,2018 q3,2520,0.7641970812846769,"Jack G. Micenko, Jr",0.6547466526073071,male,Susquehanna Financial Group LLLP,"('DHI', '2018 q3')",0.0
36415,PHM,2018 q3,2520,0.5599203235663266,"Jack G. Micenko, Jr",0.6569489690488385,male,Susquehanna Financial Group LLLP,"('PHM', '2018 q3')",0.03333333507180214
36416,DHI,2018 q3,2520,0.7641970812846769,"Mr. Kenneth M. Leon, CPA",0.6617603409197796,male,CFRA Equity Research,"('DHI', '2018 q3')",0.0
36417,LEN,2018 q3,2520,0.0,"Mr. Kenneth M. Leon, CPA",,male,CFRA Equity Research,"('LEN', '2018 q3')",0.0
36418,NVR,2018 q3,2520,0.7280473427797383,"Mr. Kenneth M. Leon, CPA",0.7155553463209677,male,CFRA Equity Research,"('NVR', '2018 q3')",0.0
36419,PHM,2018 q3,2520,0.5599203235663266,"Mr. Kenneth M. Leon, CPA",0.6378631860027768,male,CFRA Equity Research,"('PHM', '2018 q3')",0.0
36420,DHI,2018 q3,2520,0.7641970812846769,Mr. Stephen S. Kim,0.5258612250329678,male,EVERCORE ISI,"('DHI', '2018 q3')",0.042181652039289474
36421,MHK,2018 q3,2520,0.6532565646558479,Mr. Stephen S. Kim,0.5665590513261377,male,EVERCORE ISI,"('MHK', '2018 q3')",0.0
36422,PHM,2018 q3,2520,0.5599203235663266,Mr. Stephen S. Kim,0.1738806411989777,male,EVERCORE ISI,"('PHM', '2018 q3')",0.035698216408491135
36423,DHI,2018 q3,2520,0.7641970812846769,Brian Bernard,0.8232809541226055,male,"Morningstar, Inc.","('DHI', '2018 q3')",0.0
36424,MHK,2018 q3,2520,0.6532565646558479,Brian Bernard,0.6499911903550347,male,"Morningstar, Inc.","('MHK', '2018 q3')",0.0
36425,NVR,2018 q3,2520,0.7280473427797383,Brian Bernard,0.6907792945471579,male,"Morningstar, Inc.","('NVR', '2018 q3')",0.0
36426,PHM,2018 q3,2520,0.5599203235663266,Brian Bernard,0.6887708452821932,male,"Morningstar, Inc.","('PHM', '2018 q3')",0.0
36427,DHI,2018 q3,2520,0.7641970812846769,Michael Dahl,0.6049095599311662,male,RBC Capital Markets,"('DHI', '2018 q3')",0.0
36428,MHK,2018 q3,2520,0.6532565646558479,Michael Dahl,0.3967852561521484,male,RBC Capital Markets,"('MHK', '2018 q3')",0.0
36429,WHR,2018 q3,2520,0.7304295963383609,Michael Dahl,0.637632083454523,male,RBC Capital Markets,"('WHR', '2018 q3')",0.03333333507180214
36430,DHI,2018 q3,2520,0.7641970812846769,Ms. Susan M. Maklari,0.5439379664711703,female,Credit Suisse,"('DHI', '2018 q3')",0.0
36431,MHK,2018 q3,2520,0.6532565646558479,Ms. Susan M. Maklari,0.4600447164405264,female,Credit Suisse,"('MHK', '2018 q3')",0.0
36432,PHM,2018 q3,2520,0.5599203235663266,Ms. Susan M. Maklari,0.3989314060312994,female,Credit Suisse,"('PHM', '2018 q3')",0.0
36433,WHR,2018 q3,2520,0.7304295963383609,Ms. Susan M. Maklari,0.6602996624725032,female,Credit Suisse,"('WHR', '2018 q3')",0.0
36434,DHI,2018 q3,2520,0.7641970812846769,"John Lovallo, II",0.6283686317152661,male,BofA Global Research,"('DHI', '2018 q3')",0.03333333507180214
36435,MHK,2018 q3,2520,0.6532565646558479,"John Lovallo, II",0.6087448000268448,male,BofA Global Research,"('MHK', '2018 q3')",0.0
36436,NVR,2018 q3,2520,0.7280473427797383,"John Lovallo, II",0.6293729151172757,male,BofA Global Research,"('NVR', '2018 q3')",0.0
36437,PHM,2018 q3,2520,0.5599203235663266,"John Lovallo, II",0.6656983307629942,male,BofA Global Research,"('PHM', '2018 q3')",0.0
36438,DHI,2018 q3,2520,0.7641970812846769,Mr. Jay McCanless,0.5133615556631205,male,Wedbush Securities Inc.,"('DHI', '2018 q3')",0.0
36439,PHM,2018 q3,2520,0.5599203235663266,Mr. Jay McCanless,0.3940673993187795,male,Wedbush Securities Inc.,"('PHM', '2018 q3')",0.0
36440,DHI,2018 q3,2520,0.7641970812846769,"Nishu Sood, CFA",0.8471441404386737,male,Deutsche Bank,"('DHI', '2018 q3')",0.0
36441,PHM,2018 q3,2520,0.5599203235663266,"Nishu Sood, CFA",0.213897110699973,male,Deutsche Bank,"('PHM', '2018 q3')",0.024633685126900673
36442,GRMN,2018 q3,2520,0.7840910832636059,SADIF Research,0.986108686261267,Not a person,Sadif Analytics Prime,"('GRMN', '2018 q3')",0.9543262124061584
36443,HBI,2018 q3,2520,0.8286643268121541,SADIF Research,0.9965853662700916,Not a person,Sadif Analytics Prime,"('HBI', '2018 q3')",0.9452025294303894
36444,MHK,2018 q3,2520,0.6532565646558479,SADIF Research,0.999830447967442,Not a person,Sadif Analytics Prime,"('MHK', '2018 q3')",0.9580225944519043
36445,NVR,2018 q3,2520,0.7280473427797383,SADIF Research,0.9769412627659194,Not a person,Sadif Analytics Prime,"('NVR', '2018 q3')",0.978386402130127
36446,GRMN,2018 q3,2520,0.7840910832636059,"Mr. Efraim Levy, CFA",0.6226776672600519,male,CFRA Equity Research,"('GRMN', '2018 q3')",0.0
36447,GRMN,2018 q3,2520,0.7840910832636059,Mr. Yuuji Anderson,0.5932255907293884,male,Morgan Stanley,"('GRMN', '2018 q3')",0.0
36448,GRMN,2018 q3,2520,0.7840910832636059,Mr. Ali Mogharabi,0.7827118387828266,male,"Morningstar, Inc.","('GRMN', '2018 q3')",0.0
36449,GRMN,2018 q3,2520,0.7840910832636059,Ronald J. J. Epstein,0.5840881888257711,male,BofA Global Research,"('GRMN', '2018 q3')",0.0
36450,GRMN,2018 q3,2520,0.7840910832636059,Mr. Charles L. Anderson,0.624521842445574,male,Colliers Securities,"('GRMN', '2018 q3')",0.0
36451,GRMN,2018 q3,2520,0.7840910832636059,S&P pool,0.6285791518581351,Not a person,CFRA Equity Research,"('GRMN', '2018 q3')",0.0
36452,NKE,2018 q3,2520,0.6234397892489838,S&P pool,0.6542667304083559,Not a person,CFRA Equity Research,"('NKE', '2018 q3')",0.0
36453,HAS,2018 q3,2520,0.477198932017558,Mr. Eric O. Handler,0.4290287984541898,male,MKM Partners,"('HAS', '2018 q3')",0.01666666753590107
36454,HAS,2018 q3,2520,0.477198932017558,"Mr. Michael A. Swartz, CFA",0.3638159320626324,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2018 q3')",0.0
36455,HAS,2018 q3,2520,0.477198932017558,Mr. Keith Snyder,0.4453716810477494,male,CFRA Equity Research,"('HAS', '2018 q3')",0.0
36456,LEG,2018 q3,2520,0.4747078686592453,Mr. Keith Snyder,0.4624830753295537,male,CFRA Equity Research,"('LEG', '2018 q3')",0.0
36457,MHK,2018 q3,2520,0.6532565646558479,Mr. Keith Snyder,0.7705539275521545,male,CFRA Equity Research,"('MHK', '2018 q3')",0.0
36458,NWL,2018 q3,2520,0.6223707407018556,Mr. Keith Snyder,0.9027476665812918,male,CFRA Equity Research,"('NWL', '2018 q3')",0.0
36459,WHR,2018 q3,2520,0.7304295963383609,Mr. Keith Snyder,0.8209226062246486,male,CFRA Equity Research,"('WHR', '2018 q3')",0.0
36460,HAS,2018 q3,2520,0.477198932017558,Ms. Stephanie S. Wissink,0.3345493739764373,female,Jefferies,"('HAS', '2018 q3')",0.0
36461,HAS,2018 q3,2520,0.477198932017558,Christopher B. Muir,0.4349299672088059,male,CFRA Equity Research,"('HAS', '2018 q3')",0.0
36462,HBI,2018 q3,2520,0.8286643268121541,"Mr. John D. Kernan, CFA",1.0,male,Cowen and Company,"('HBI', '2018 q3')",0.0
36463,NKE,2018 q3,2520,0.6234397892489838,"Mr. John D. Kernan, CFA",0.7318448917300511,male,Cowen and Company,"('NKE', '2018 q3')",0.0
36464,PVH,2018 q3,2520,0.699255480683004,"Mr. John D. Kernan, CFA",0.4512387542482303,male,Cowen and Company,"('PVH', '2018 q3')",0.0
36465,VFC,2018 q3,2520,0.4600423864695783,"Mr. John D. Kernan, CFA",0.171918296996173,male,Cowen and Company,"('VFC', '2018 q3')",0.010250226594507694
36466,HBI,2018 q3,2520,0.8286643268121541,Matthew Miller,0.5722744776669593,male,CFRA Equity Research,"('HBI', '2018 q3')",0.0
36467,HBI,2018 q3,2520,0.8286643268121541,Mr. Chethan Mallela,0.6100907130879694,male,Barclays,"('HBI', '2018 q3')",0.0
36468,RL,2018 q3,2520,0.6021774478915585,Mr. Chethan Mallela,0.6004481118600468,male,Barclays,"('RL', '2018 q3')",0.0
36469,TPR,2018 q3,2520,0.4396465901691595,Mr. Chethan Mallela,0.3209763003446549,male,Barclays,"('TPR', '2018 q3')",0.0
36470,VFC,2018 q3,2520,0.4600423864695783,Mr. Chethan Mallela,0.3202844126072158,male,Barclays,"('VFC', '2018 q3')",0.0
36471,HBI,2018 q3,2520,0.8286643268121541,Mr. Omar R. Saad,0.5892375901223319,male,EVERCORE ISI,"('HBI', '2018 q3')",0.023224428296089172
36472,NKE,2018 q3,2520,0.6234397892489838,Mr. Omar R. Saad,0.4576073442765081,male,EVERCORE ISI,"('NKE', '2018 q3')",0.03193672373890877
36473,PVH,2018 q3,2520,0.699255480683004,Mr. Omar R. Saad,0.5040223907543646,male,EVERCORE ISI,"('PVH', '2018 q3')",0.026909027248620987
36474,RL,2018 q3,2520,0.6021774478915585,Mr. Omar R. Saad,0.4536167776847676,male,EVERCORE ISI,"('RL', '2018 q3')",0.024301614612340927
36475,TPR,2018 q3,2520,0.4396465901691595,Mr. Omar R. Saad,0.2512558217805882,male,EVERCORE ISI,"('TPR', '2018 q3')",0.034367773681879044
36476,VFC,2018 q3,2520,0.4600423864695783,Mr. Omar R. Saad,0.6132867980598252,male,EVERCORE ISI,"('VFC', '2018 q3')",0.03984135016798973
36477,HBI,2018 q3,2520,0.8286643268121541,Heather Balsky,0.5894534719573266,female,BofA Global Research,"('HBI', '2018 q3')",0.0
36478,PVH,2018 q3,2520,0.699255480683004,Heather Balsky,0.5571300703665656,female,BofA Global Research,"('PVH', '2018 q3')",0.0
36479,HBI,2018 q3,2520,0.8286643268121541,Tiffany Kanaga,0.9181209941356732,female,Deutsche Bank,"('HBI', '2018 q3')",0.0
36480,PVH,2018 q3,2520,0.699255480683004,Tiffany Kanaga,0.9359797303286588,female,Deutsche Bank,"('PVH', '2018 q3')",0.0
36481,HBI,2018 q3,2520,0.8286643268121541,Mr. Michael C. Binetti,0.5439264707118102,male,Credit Suisse,"('HBI', '2018 q3')",0.0
36482,NKE,2018 q3,2520,0.6234397892489838,Mr. Michael C. Binetti,0.4243560304949366,male,Credit Suisse,"('NKE', '2018 q3')",0.027369726449251175
36483,TPR,2018 q3,2520,0.4396465901691595,Mr. Michael C. Binetti,0.3836298437361101,male,Credit Suisse,"('TPR', '2018 q3')",0.0
36484,VFC,2018 q3,2520,0.4600423864695783,Mr. Michael C. Binetti,0.3166499698880916,male,Credit Suisse,"('VFC', '2018 q3')",0.010507773607969284
36485,HBI,2018 q3,2520,0.8286643268121541,"Mr. R.J. J. Hottovy, Jr",0.7222047568968227,male,"Morningstar, Inc.","('HBI', '2018 q3')",0.0
36486,NKE,2018 q3,2520,0.6234397892489838,"Mr. R.J. J. Hottovy, Jr",0.572204258050156,male,"Morningstar, Inc.","('NKE', '2018 q3')",0.03333333507180214
36487,HBI,2018 q3,2520,0.8286643268121541,Camilla Yanushevsky,0.6023178848637416,female,CFRA Equity Research,"('HBI', '2018 q3')",0.0
36488,PVH,2018 q3,2520,0.699255480683004,Camilla Yanushevsky,0.5169813437750376,female,CFRA Equity Research,"('PVH', '2018 q3')",0.0
36489,RL,2018 q3,2520,0.6021774478915585,Camilla Yanushevsky,0.4828826235822118,female,CFRA Equity Research,"('RL', '2018 q3')",0.0
36490,TPR,2018 q3,2520,0.4396465901691595,Camilla Yanushevsky,0.3926506057360829,female,CFRA Equity Research,"('TPR', '2018 q3')",0.0
36491,VFC,2018 q3,2520,0.4600423864695783,Camilla Yanushevsky,0.4304533384144638,female,CFRA Equity Research,"('VFC', '2018 q3')",0.0
36492,LEG,2018 q3,2520,0.4747078686592453,Keith B. Hughes,0.3592243980894101,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2018 q3')",0.0
36493,MHK,2018 q3,2520,0.6532565646558479,Keith B. Hughes,0.2593580842860021,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2018 q3')",0.0
36494,LEG,2018 q3,2520,0.4747078686592453,Mr. Peter J. Keith,0.522454883822952,male,Piper Sandler Companies,"('LEG', '2018 q3')",0.0
36495,MHK,2018 q3,2520,0.6532565646558479,"Mr. Michael Rehaut, CFA",0.2121310703505986,male,JPMorgan,"('MHK', '2018 q3')",0.0
36496,MHK,2018 q3,2520,0.6532565646558479,Mr. Alvaro Lacayo,0.4316112575346153,male,Gabelli & Company,"('MHK', '2018 q3')",0.0
36497,WHR,2018 q3,2520,0.7304295963383609,Mr. Alvaro Lacayo,0.5729841676078551,male,Gabelli & Company,"('WHR', '2018 q3')",0.06667134910821915
36498,MHK,2018 q3,2520,0.6532565646558479,Matthew A. Bouley,0.2601585128706277,male,Barclays,"('MHK', '2018 q3')",0.0
36499,MHK,2018 q3,2520,0.6532565646558479,"Mr. Kevin W. Hocevar, CFA",0.2894122289899881,male,Northcoast Research,"('MHK', '2018 q3')",0.013486980460584164
36500,NKE,2018 q3,2520,0.6234397892489838,Matthew J. McClintock,0.1643247092115954,male,Barclays,"('NKE', '2018 q3')",0.0
36501,NKE,2018 q3,2520,0.6234397892489838,Mr. Samuel Poser,0.8185100912623052,male,Susquehanna Financial Group LLLP,"('NKE', '2018 q3')",0.0
36502,VFC,2018 q3,2520,0.4600423864695783,Mr. Samuel Poser,0.4513321535860162,male,Susquehanna Financial Group LLLP,"('VFC', '2018 q3')",0.0
36503,NKE,2018 q3,2520,0.6234397892489838,Mr. Camilo R. Lyon,0.1990768857457514,male,Canaccord Genuity,"('NKE', '2018 q3')",0.007094814442098141
36504,TPR,2018 q3,2520,0.4396465901691595,Mr. Camilo R. Lyon,0.1175434245608986,male,Canaccord Genuity,"('TPR', '2018 q3')",0.0
36505,VFC,2018 q3,2520,0.4600423864695783,Mr. Camilo R. Lyon,0.1014479941627753,male,Canaccord Genuity,"('VFC', '2018 q3')",0.008990494534373283
36506,NKE,2018 q3,2520,0.6234397892489838,Cristina Fernandez,0.3663662054866222,female,Telsey Advisory Group,"('NKE', '2018 q3')",0.028334273025393486
36507,NKE,2018 q3,2520,0.6234397892489838,Erinn E. Murphy,0.2300905509459419,female,Piper Sandler Companies,"('NKE', '2018 q3')",0.0
36508,PVH,2018 q3,2520,0.699255480683004,Erinn E. Murphy,0.5238492103717934,female,Piper Sandler Companies,"('PVH', '2018 q3')",0.0
36509,RL,2018 q3,2520,0.6021774478915585,Erinn E. Murphy,0.3116307687138762,female,Piper Sandler Companies,"('RL', '2018 q3')",0.0
36510,TPR,2018 q3,2520,0.4396465901691595,Erinn E. Murphy,0.2242245901472263,female,Piper Sandler Companies,"('TPR', '2018 q3')",0.0
36511,VFC,2018 q3,2520,0.4600423864695783,Erinn E. Murphy,0.3357950715983467,female,Piper Sandler Companies,"('VFC', '2018 q3')",0.017122497782111168
36512,NKE,2018 q3,2520,0.6234397892489838,Mr. Christopher Svezia,0.3736136042439593,male,Wedbush Securities Inc.,"('NKE', '2018 q3')",0.0
36513,UAA,2018 q3,2520,0.0,Mr. Christopher Svezia,,male,Wedbush Securities Inc.,"('UAA', '2018 q3')",0.022116554901003838
36514,NKE,2018 q3,2520,0.6234397892489838,"Robert F. Ohmes, CFA",0.2404955837539216,male,BofA Global Research,"('NKE', '2018 q3')",0.0
36515,VFC,2018 q3,2520,0.4600423864695783,"Robert F. Ohmes, CFA",0.1911443696151282,male,BofA Global Research,"('VFC', '2018 q3')",0.0
36516,NKE,2018 q3,2520,0.6234397892489838,Mr. Robert S. Drbul,0.4104056469320125,male,Guggenheim Securities LLC,"('NKE', '2018 q3')",0.0
36517,RL,2018 q3,2520,0.6021774478915585,Mr. Robert S. Drbul,0.4067444534276563,male,Guggenheim Securities LLC,"('RL', '2018 q3')",0.0
36518,VFC,2018 q3,2520,0.4600423864695783,Mr. Robert S. Drbul,0.2507457044905658,male,Guggenheim Securities LLC,"('VFC', '2018 q3')",0.012472187168896198
36519,NKE,2018 q3,2520,0.6234397892489838,Ms. Lauren E. Cassel,0.231413963338922,female,Morgan Stanley,"('NKE', '2018 q3')",0.0
36520,NKE,2018 q3,2520,0.6234397892489838,"Tuna N. Amobi, CFA",0.6538672889220607,male,CFRA Equity Research,"('NKE', '2018 q3')",0.0
36521,PVH,2018 q3,2520,0.699255480683004,"Tuna N. Amobi, CFA",0.5456467618240124,male,CFRA Equity Research,"('PVH', '2018 q3')",0.0
36522,VFC,2018 q3,2520,0.4600423864695783,"Tuna N. Amobi, CFA",0.4410186883070249,male,CFRA Equity Research,"('VFC', '2018 q3')",0.0
36523,NKE,2018 q3,2520,0.6234397892489838,"Paul E. Trussell, CFA",0.907456634076103,male,Deutsche Bank,"('NKE', '2018 q3')",0.0
36524,TPR,2018 q3,2520,0.4396465901691595,"Paul E. Trussell, CFA",0.7887968607858197,male,Deutsche Bank,"('TPR', '2018 q3')",0.0
36525,VFC,2018 q3,2520,0.4600423864695783,"Paul E. Trussell, CFA",0.2602078677384813,male,Deutsche Bank,"('VFC', '2018 q3')",0.0
36526,NKE,2018 q3,2520,0.6234397892489838,Mr. Mitch Kummetz,0.2091898358525953,male,Pivotal Research Group,"('NKE', '2018 q3')",0.01263614883646369
36527,VFC,2018 q3,2520,0.4600423864695783,Mr. Mitch Kummetz,0.1721977911531771,male,Pivotal Research Group,"('VFC', '2018 q3')",0.0
36528,NKE,2018 q3,2520,0.6234397892489838,Cedric Lecasble,0.2139609397624036,male,Raymond James Europe RJEE/RJFI,"('NKE', '2018 q3')",0.0
36529,NVR,2018 q3,2520,0.7280473427797383,"Ms. Megan McGrath, CFA",0.5342132430194643,female,MKM Partners,"('NVR', '2018 q3')",0.047596096992492676
36530,PHM,2018 q3,2520,0.5599203235663266,"Ms. Megan McGrath, CFA",0.2756537408976762,female,MKM Partners,"('PHM', '2018 q3')",0.04714072123169899
36531,NVR,2018 q3,2520,0.7280473427797383,"Peter L. Martin, CFA",0.4162349274226961,male,JMP Securities,"('NVR', '2018 q3')",0.0
36532,PHM,2018 q3,2520,0.5599203235663266,"Peter L. Martin, CFA",0.1813519964542052,male,JMP Securities,"('PHM', '2018 q3')",0.0
36533,NVR,2018 q3,2520,0.7280473427797383,"Carl E. Reichardt, Jr.",0.4183119730494581,male,BTIG,"('NVR', '2018 q3')",0.0
36534,PHM,2018 q3,2520,0.5599203235663266,"Carl E. Reichardt, Jr.",0.2217518724911563,male,BTIG,"('PHM', '2018 q3')",0.0
36535,NWL,2018 q3,2520,0.6223707407018556,Mr. Rupesh Parikh,0.3670068218534177,male,"Oppenheimer & Co., Inc.","('NWL', '2018 q3')",0.0
36536,NWL,2018 q3,2520,0.6223707407018556,Research Department,0.482501098868822,Not a person,WM SMITH,"('NWL', '2018 q3')",0.0
36537,NWL,2018 q3,2520,0.6223707407018556,Research Department,0.482501098868822,Not a person,Trefis,"('NWL', '2018 q3')",0.0
36538,RL,2018 q3,2520,0.6021774478915585,Research Department,0.4711962811745236,Not a person,WM SMITH,"('RL', '2018 q3')",0.0
36539,RL,2018 q3,2520,0.6021774478915585,Research Department,0.4711962811745236,Not a person,Trefis,"('RL', '2018 q3')",0.0
36540,NWL,2018 q3,2520,0.6223707407018556,"Olivia Tong, CFA",0.3748766587014865,female,BofA Global Research,"('NWL', '2018 q3')",0.0
36541,NWL,2018 q3,2520,0.6223707407018556,Mr. Nik Modi,0.3138600831073556,male,RBC Capital Markets,"('NWL', '2018 q3')",0.0
36542,NWL,2018 q3,2520,0.6223707407018556,Mr. Steve Powers,0.8836517266140882,male,Deutsche Bank,"('NWL', '2018 q3')",0.0
36543,NWL,2018 q3,2520,0.6223707407018556,"Mr. Dara W. Mohsenian, CFA",0.2786958747681556,male,Morgan Stanley,"('NWL', '2018 q3')",0.0
36544,NWL,2018 q3,2520,0.6223707407018556,"Mr. William B. Chappell, CFA",0.3699912003384878,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2018 q3')",0.020988168194890022
36545,PVH,2018 q3,2520,0.699255480683004,Ms. Dana L. Telsey,0.3853951629816293,female,Telsey Advisory Group,"('PVH', '2018 q3')",0.0
36546,RL,2018 q3,2520,0.6021774478915585,Ms. Dana L. Telsey,0.3611420513224526,female,Telsey Advisory Group,"('RL', '2018 q3')",0.0
36547,TPR,2018 q3,2520,0.4396465901691595,Ms. Dana L. Telsey,0.212470592622619,female,Telsey Advisory Group,"('TPR', '2018 q3')",0.0
36548,VFC,2018 q3,2520,0.4600423864695783,Ms. Dana L. Telsey,0.1165360137532724,female,Telsey Advisory Group,"('VFC', '2018 q3')",0.0
36549,PVH,2018 q3,2520,0.699255480683004,Mr. Dan Wasiolek,0.8385256858373953,male,"Morningstar, Inc.","('PVH', '2018 q3')",0.0
36550,VFC,2018 q3,2520,0.4600423864695783,Mr. Dan Wasiolek,0.5537900912088286,male,"Morningstar, Inc.","('VFC', '2018 q3')",0.0
36551,PVH,2018 q3,2520,0.699255480683004,"Mr. Steven L. Marotta, CFA",0.3187195314701785,male,C.L. King & Associates,"('PVH', '2018 q3')",0.03169357031583786
36552,RL,2018 q3,2520,0.6021774478915585,Victor Ahluwalia,0.5114700590652235,male,CFRA Equity Research,"('RL', '2018 q3')",0.0
36553,RL,2018 q3,2520,0.6021774478915585,Credit Suisse Global Product Marketing,0.6072384900007418,Not a person,Credit Suisse,"('RL', '2018 q3')",0.0
36554,TPR,2018 q3,2520,0.4396465901691595,Adrienne Y. Yih,0.1164088784844979,female,Wolfe Research,"('TPR', '2018 q3')",0.021325487410649657
36555,TPR,2018 q3,2520,0.4396465901691595,"Lorraine C. Hutchinson, CFA",0.161081702565014,female,BofA Global Research,"('TPR', '2018 q3')",0.0
36556,TPR,2018 q3,2520,0.4396465901691595,"Ms. Angelo Zino, CFA",0.4134668933017682,female,CFRA Equity Research,"('TPR', '2018 q3')",0.0
36557,TPR,2018 q3,2520,0.4396465901691595,Mr. Erwan Rambourg,0.1394234227849781,male,HSBC,"('TPR', '2018 q3')",0.0
36558,TPR,2018 q3,2520,0.4396465901691595,Mr. Brian Tunick,0.1373605663063632,male,RBC Capital Markets,"('TPR', '2018 q3')",0.01666666753590107
36559,VFC,2018 q3,2520,0.4600423864695783,Mr. Brian Tunick,0.1387748630347701,male,RBC Capital Markets,"('VFC', '2018 q3')",0.0
36560,TPR,2018 q3,2520,0.4396465901691595,"Ms. Roxanne F. Meyer, CFA",0.1864846640891447,female,MKM Partners,"('TPR', '2018 q3')",0.0
36561,TPR,2018 q3,2520,0.4396465901691595,Erin Lash,0.5484522504637511,female,"Morningstar, Inc.","('TPR', '2018 q3')",0.0
36562,TPR,2018 q3,2520,0.4396465901691595,"Kimberly C. Greenberger, CFA",0.2023281393520489,female,Morgan Stanley,"('TPR', '2018 q3')",0.0
36563,WHR,2018 q3,2520,0.7304295963383609,"Curtis Nagle, CFA",0.6296019746508106,male,BofA Global Research,"('WHR', '2018 q3')",0.0
36564,DHI,2018 q4,2520,0.5129865788911581,Mr. Jay McCanless,0.3953345235603779,male,Wedbush Securities Inc.,"('DHI', '2018 q4')",0.012257774360477924
36565,LEN,2018 q4,2520,0.4628919763658541,Mr. Jay McCanless,0.2745036858868512,male,Wedbush Securities Inc.,"('LEN', '2018 q4')",0.012226919177919626
36566,PHM,2018 q4,2520,0.72395244705036,Mr. Jay McCanless,0.5928863648819386,male,Wedbush Securities Inc.,"('PHM', '2018 q4')",0.0
36567,DHI,2018 q4,2520,0.5129865788911581,Mr. Stephen S. Kim,0.3556119792214627,male,EVERCORE ISI,"('DHI', '2018 q4')",0.011111111690600714
36568,MHK,2018 q4,2520,0.5866121981079897,Mr. Stephen S. Kim,0.3064595619495919,male,EVERCORE ISI,"('MHK', '2018 q4')",0.0
36569,DHI,2018 q4,2520,0.5129865788911581,"Carl E. Reichardt, Jr.",0.1383200481596889,male,BTIG,"('DHI', '2018 q4')",0.0
36570,NVR,2018 q4,2520,0.6567913107133576,"Carl E. Reichardt, Jr.",0.4333768265604139,male,BTIG,"('NVR', '2018 q4')",0.0
36571,DHI,2018 q4,2520,0.5129865788911581,"Peter L. Martin, CFA",0.195839357456942,male,JMP Securities,"('DHI', '2018 q4')",0.0
36572,LEN,2018 q4,2520,0.4628919763658541,"Peter L. Martin, CFA",0.2259327013082895,male,JMP Securities,"('LEN', '2018 q4')",0.0
36573,NVR,2018 q4,2520,0.6567913107133576,"Peter L. Martin, CFA",0.4021210162140427,male,JMP Securities,"('NVR', '2018 q4')",0.0
36574,DHI,2018 q4,2520,0.5129865788911581,"Mr. Kenneth M. Leon, CPA",0.5798870095467549,male,CFRA Equity Research,"('DHI', '2018 q4')",0.0
36575,LEN,2018 q4,2520,0.4628919763658541,"Mr. Kenneth M. Leon, CPA",0.6616053775253369,male,CFRA Equity Research,"('LEN', '2018 q4')",0.0
36576,NVR,2018 q4,2520,0.6567913107133576,"Mr. Kenneth M. Leon, CPA",0.6558690585661293,male,CFRA Equity Research,"('NVR', '2018 q4')",0.0
36577,PHM,2018 q4,2520,0.72395244705036,"Mr. Kenneth M. Leon, CPA",0.7108694812586576,male,CFRA Equity Research,"('PHM', '2018 q4')",0.0
36578,DHI,2018 q4,2520,0.5129865788911581,Matthew A. Bouley,0.2862351994921273,male,Barclays,"('DHI', '2018 q4')",0.017013946548104286
36579,MHK,2018 q4,2520,0.5866121981079897,Matthew A. Bouley,0.3205515302237351,male,Barclays,"('MHK', '2018 q4')",0.0
36580,DHI,2018 q4,2520,0.5129865788911581,"Jack G. Micenko, Jr",0.6226277374725444,male,Susquehanna Financial Group LLLP,"('DHI', '2018 q4')",0.0
36581,PHM,2018 q4,2520,0.72395244705036,"Jack G. Micenko, Jr",0.65306865327658,male,Susquehanna Financial Group LLLP,"('PHM', '2018 q4')",0.01021982915699482
36582,DHI,2018 q4,2520,0.5129865788911581,Ms. Susan M. Maklari,0.4470304493914131,female,Credit Suisse,"('DHI', '2018 q4')",0.0
36583,LEG,2018 q4,2520,0.4963250101196037,Ms. Susan M. Maklari,0.3608179444426591,female,Credit Suisse,"('LEG', '2018 q4')",0.0
36584,LEN,2018 q4,2520,0.4628919763658541,Ms. Susan M. Maklari,0.3716730762890995,female,Credit Suisse,"('LEN', '2018 q4')",0.0
36585,WHR,2018 q4,2520,0.7964265488414508,Ms. Susan M. Maklari,0.6765635123035096,female,Credit Suisse,"('WHR', '2018 q4')",0.0
36586,DHI,2018 q4,2520,0.5129865788911581,"Nishu Sood, CFA",0.2525582848750846,male,Deutsche Bank,"('DHI', '2018 q4')",0.0
36587,LEN,2018 q4,2520,0.4628919763658541,"Nishu Sood, CFA",0.2216817798032687,male,Deutsche Bank,"('LEN', '2018 q4')",0.013769044075161219
36588,DHI,2018 q4,2520,0.5129865788911581,"John Lovallo, II",0.4898213719500144,male,BofA Global Research,"('DHI', '2018 q4')",0.0
36589,MHK,2018 q4,2520,0.5866121981079897,"John Lovallo, II",0.5167628296946454,male,BofA Global Research,"('MHK', '2018 q4')",0.0
36590,NVR,2018 q4,2520,0.6567913107133576,"John Lovallo, II",0.7686847193732844,male,BofA Global Research,"('NVR', '2018 q4')",0.045250583440065384
36591,PHM,2018 q4,2520,0.72395244705036,"John Lovallo, II",0.6438862539036062,male,BofA Global Research,"('PHM', '2018 q4')",0.0
36592,GRMN,2018 q4,2520,0.7299711858000373,Mr. Ali Mogharabi,0.7665427632050014,male,"Morningstar, Inc.","('GRMN', '2018 q4')",0.0
36593,GRMN,2018 q4,2520,0.7299711858000373,Mr. Yuuji Anderson,0.561005092299348,male,Morgan Stanley,"('GRMN', '2018 q4')",0.0
36594,GRMN,2018 q4,2520,0.7299711858000373,"Ms. Angelo Zino, CFA",0.8473795621298454,female,CFRA Equity Research,"('GRMN', '2018 q4')",0.0
36595,GRMN,2018 q4,2520,0.7299711858000373,Mr. Charles L. Anderson,0.5117840613454737,male,Colliers Securities,"('GRMN', '2018 q4')",0.0
36596,GRMN,2018 q4,2520,0.7299711858000373,Ronald J. J. Epstein,0.6616557303725896,male,BofA Global Research,"('GRMN', '2018 q4')",0.0
36597,GRMN,2018 q4,2520,0.7299711858000373,Mr. Robert M. Spingarn,0.5101388307973211,male,Credit Suisse,"('GRMN', '2018 q4')",0.0
36598,HAS,2018 q4,2520,0.6464461613132203,"Mr. Michael A. Swartz, CFA",0.4044360854816401,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2018 q4')",0.0
36599,HAS,2018 q4,2520,0.6464461613132203,Christopher B. Muir,0.5004256536878858,male,CFRA Equity Research,"('HAS', '2018 q4')",0.0
36600,HAS,2018 q4,2520,0.6464461613132203,Mr. Eric O. Handler,0.5752132055402969,male,MKM Partners,"('HAS', '2018 q4')",0.0
36601,HAS,2018 q4,2520,0.6464461613132203,"Ms. Jaime M. M. Katz, CFA",0.7432156151543247,female,"Morningstar, Inc.","('HAS', '2018 q4')",0.0
36602,HAS,2018 q4,2520,0.6464461613132203,Camilla Yanushevsky,0.5032731959162589,female,CFRA Equity Research,"('HAS', '2018 q4')",0.0
36603,HBI,2018 q4,2520,0.7401711356902816,Camilla Yanushevsky,0.7379706548538981,female,CFRA Equity Research,"('HBI', '2018 q4')",0.0
36604,NKE,2018 q4,2520,0.7098774838927602,Camilla Yanushevsky,0.6435678498871906,female,CFRA Equity Research,"('NKE', '2018 q4')",0.0
36605,PVH,2018 q4,2520,0.7205229938270847,Camilla Yanushevsky,0.5793672379919969,female,CFRA Equity Research,"('PVH', '2018 q4')",0.0
36606,RL,2018 q4,2520,0.6531482090618492,Camilla Yanushevsky,0.5760077823724231,female,CFRA Equity Research,"('RL', '2018 q4')",0.0
36607,TPR,2018 q4,2520,0.5787824724797483,Camilla Yanushevsky,0.4647121200137874,female,CFRA Equity Research,"('TPR', '2018 q4')",0.0
36608,VFC,2018 q4,2520,0.6104496943422213,Camilla Yanushevsky,0.5364187617488221,female,CFRA Equity Research,"('VFC', '2018 q4')",0.0
36609,HAS,2018 q4,2520,0.6464461613132203,Ms. Stephanie S. Wissink,0.5880252698861347,female,Jefferies,"('HAS', '2018 q4')",0.0
36610,HBI,2018 q4,2520,0.7401711356902816,Mr. Omar R. Saad,0.6220119887462232,male,EVERCORE ISI,"('HBI', '2018 q4')",0.030663734301924706
36611,NKE,2018 q4,2520,0.7098774838927602,Mr. Omar R. Saad,0.4546469934201379,male,EVERCORE ISI,"('NKE', '2018 q4')",0.020023273304104805
36612,PVH,2018 q4,2520,0.7205229938270847,Mr. Omar R. Saad,0.3559038835947558,male,EVERCORE ISI,"('PVH', '2018 q4')",0.025147007778286934
36613,RL,2018 q4,2520,0.6531482090618492,Mr. Omar R. Saad,0.6186309359359059,male,EVERCORE ISI,"('RL', '2018 q4')",0.04370430111885071
36614,TPR,2018 q4,2520,0.5787824724797483,Mr. Omar R. Saad,0.3144677998596787,male,EVERCORE ISI,"('TPR', '2018 q4')",0.024914845824241638
36615,VFC,2018 q4,2520,0.6104496943422213,Mr. Omar R. Saad,0.568453740841797,male,EVERCORE ISI,"('VFC', '2018 q4')",0.03333333507180214
36616,HBI,2018 q4,2520,0.7401711356902816,David Swartz,0.68265125550521,male,"Morningstar, Inc.","('HBI', '2018 q4')",0.006666667014360428
36617,PVH,2018 q4,2520,0.7205229938270847,David Swartz,0.425223453517378,male,"Morningstar, Inc.","('PVH', '2018 q4')",0.0
36618,VFC,2018 q4,2520,0.6104496943422213,David Swartz,0.4021515688539308,male,"Morningstar, Inc.","('VFC', '2018 q4')",0.02068338543176651
36619,HBI,2018 q4,2520,0.7401711356902816,Tiffany Kanaga,0.8759425941450413,female,Deutsche Bank,"('HBI', '2018 q4')",0.0
36620,PVH,2018 q4,2520,0.7205229938270847,Tiffany Kanaga,0.8891559712592021,female,Deutsche Bank,"('PVH', '2018 q4')",0.0
36621,HBI,2018 q4,2520,0.7401711356902816,Mr. Chethan Mallela,0.543980839518776,male,Barclays,"('HBI', '2018 q4')",0.018564390018582344
36622,PVH,2018 q4,2520,0.7205229938270847,Mr. Chethan Mallela,0.4860668225163986,male,Barclays,"('PVH', '2018 q4')",0.0
36623,TPR,2018 q4,2520,0.5787824724797483,Mr. Chethan Mallela,0.3144063010150529,male,Barclays,"('TPR', '2018 q4')",0.0
36624,HBI,2018 q4,2520,0.7401711356902816,"Mr. Steven L. Marotta, CFA",0.4335578992474114,male,C.L. King & Associates,"('HBI', '2018 q4')",0.014151080511510372
36625,PVH,2018 q4,2520,0.7205229938270847,"Mr. Steven L. Marotta, CFA",0.2592058152986446,male,C.L. King & Associates,"('PVH', '2018 q4')",0.0
36626,HBI,2018 q4,2520,0.7401711356902816,Heather Balsky,0.6008169791324747,female,BofA Global Research,"('HBI', '2018 q4')",0.03333333507180214
36627,PVH,2018 q4,2520,0.7205229938270847,Heather Balsky,0.6248387691646223,female,BofA Global Research,"('PVH', '2018 q4')",0.03333333507180214
36628,RL,2018 q4,2520,0.6531482090618492,Heather Balsky,0.5589061753940591,female,BofA Global Research,"('RL', '2018 q4')",0.0
36629,HBI,2018 q4,2520,0.7401711356902816,Mr. Michael C. Binetti,0.5226258437369748,male,Credit Suisse,"('HBI', '2018 q4')",0.0
36630,NKE,2018 q4,2520,0.7098774838927602,Mr. Michael C. Binetti,0.3936076815534127,male,Credit Suisse,"('NKE', '2018 q4')",0.01636560447514057
36631,PVH,2018 q4,2520,0.7205229938270847,Mr. Michael C. Binetti,0.3330385902266506,male,Credit Suisse,"('PVH', '2018 q4')",0.0
36632,LEG,2018 q4,2520,0.4963250101196037,Keith B. Hughes,0.3516762365604951,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2018 q4')",0.01666666753590107
36633,MHK,2018 q4,2520,0.5866121981079897,Keith B. Hughes,0.2494404882489858,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2018 q4')",0.0
36634,LEG,2018 q4,2520,0.4963250101196037,Matthew Miller,0.4511666608328697,male,CFRA Equity Research,"('LEG', '2018 q4')",0.0
36635,LEG,2018 q4,2520,0.4963250101196037,Mr. Peter J. Keith,0.6169503219234392,male,Piper Sandler Companies,"('LEG', '2018 q4')",0.0
36636,LEN,2018 q4,2520,0.4628919763658541,Brian Bernard,0.5582624129003116,male,"Morningstar, Inc.","('LEN', '2018 q4')",0.0
36637,MHK,2018 q4,2520,0.5866121981079897,Brian Bernard,0.719547186789104,male,"Morningstar, Inc.","('MHK', '2018 q4')",0.0
36638,NVR,2018 q4,2520,0.6567913107133576,Brian Bernard,0.6580669495357809,male,"Morningstar, Inc.","('NVR', '2018 q4')",0.0
36639,PHM,2018 q4,2520,0.72395244705036,Brian Bernard,0.755797090709809,male,"Morningstar, Inc.","('PHM', '2018 q4')",0.0
36640,LEN,2018 q4,2520,0.4628919763658541,Michael Dahl,0.2117082895119646,male,RBC Capital Markets,"('LEN', '2018 q4')",0.0
36641,MHK,2018 q4,2520,0.5866121981079897,Michael Dahl,0.595169395635564,male,RBC Capital Markets,"('MHK', '2018 q4')",0.03333333507180214
36642,PHM,2018 q4,2520,0.72395244705036,Michael Dahl,0.4807722915307162,male,RBC Capital Markets,"('PHM', '2018 q4')",0.0
36643,WHR,2018 q4,2520,0.7964265488414508,Michael Dahl,0.6164495695335233,male,RBC Capital Markets,"('WHR', '2018 q4')",0.0
36644,MHK,2018 q4,2520,0.5866121981079897,"Mr. Kevin W. Hocevar, CFA",0.2279667692518261,male,Northcoast Research,"('MHK', '2018 q4')",0.019843366462737322
36645,MHK,2018 q4,2520,0.5866121981079897,Mr. Keith Snyder,0.735541671099721,male,CFRA Equity Research,"('MHK', '2018 q4')",0.0
36646,NWL,2018 q4,2520,0.5545182304708403,Mr. Keith Snyder,0.9293495342079924,male,CFRA Equity Research,"('NWL', '2018 q4')",0.0
36647,WHR,2018 q4,2520,0.7964265488414508,Mr. Keith Snyder,0.807703890534244,male,CFRA Equity Research,"('WHR', '2018 q4')",0.0
36648,MHK,2018 q4,2520,0.5866121981079897,"Mr. Michael Rehaut, CFA",0.2020606031332644,male,JPMorgan,"('MHK', '2018 q4')",0.01296111848205328
36649,MHK,2018 q4,2520,0.5866121981079897,Credit Suisse Global Product Marketing,0.6242364833609096,Not a person,Credit Suisse,"('MHK', '2018 q4')",0.0
36650,NKE,2018 q4,2520,0.7098774838927602,Credit Suisse Global Product Marketing,0.6759709499448996,Not a person,Credit Suisse,"('NKE', '2018 q4')",0.030438333749771118
36651,MHK,2018 q4,2520,0.5866121981079897,"Philip H. Ng, CFA",0.2840450160786299,male,Jefferies,"('MHK', '2018 q4')",0.0
36652,NKE,2018 q4,2520,0.7098774838927602,"Mr. John D. Kernan, CFA",0.6664114444678196,male,Cowen and Company,"('NKE', '2018 q4')",0.0
36653,PVH,2018 q4,2520,0.7205229938270847,"Mr. John D. Kernan, CFA",0.7500745477007122,male,Cowen and Company,"('PVH', '2018 q4')",0.0
36654,RL,2018 q4,2520,0.6531482090618492,"Mr. John D. Kernan, CFA",0.5963690086760318,male,Cowen and Company,"('RL', '2018 q4')",0.0
36655,NKE,2018 q4,2520,0.7098774838927602,Mr. Robert S. Drbul,0.4203264712076337,male,Guggenheim Securities LLC,"('NKE', '2018 q4')",0.0
36656,PVH,2018 q4,2520,0.7205229938270847,Mr. Robert S. Drbul,0.5307768155704667,male,Guggenheim Securities LLC,"('PVH', '2018 q4')",0.0
36657,VFC,2018 q4,2520,0.6104496943422213,Mr. Robert S. Drbul,0.4276376302746161,male,Guggenheim Securities LLC,"('VFC', '2018 q4')",0.0
36658,NKE,2018 q4,2520,0.7098774838927602,"Tuna N. Amobi, CFA",0.6643095149369205,male,CFRA Equity Research,"('NKE', '2018 q4')",0.0
36659,NKE,2018 q4,2520,0.7098774838927602,Mr. Erwan Rambourg,0.2157026357960801,male,HSBC,"('NKE', '2018 q4')",0.017838405445218086
36660,NKE,2018 q4,2520,0.7098774838927602,Ms. Lauren E. Cassel,0.2907006400755309,female,Morgan Stanley,"('NKE', '2018 q4')",0.0
36661,NKE,2018 q4,2520,0.7098774838927602,"Paul E. Trussell, CFA",0.8517301811758902,male,Deutsche Bank,"('NKE', '2018 q4')",0.0
36662,RL,2018 q4,2520,0.6531482090618492,"Paul E. Trussell, CFA",0.3270669785467101,male,Deutsche Bank,"('RL', '2018 q4')",0.0
36663,TPR,2018 q4,2520,0.5787824724797483,"Paul E. Trussell, CFA",0.813538707316038,male,Deutsche Bank,"('TPR', '2018 q4')",0.0
36664,UAA,2018 q4,2520,0.0,"Paul E. Trussell, CFA",,male,Deutsche Bank,"('UAA', '2018 q4')",0.0
36665,NKE,2018 q4,2520,0.7098774838927602,"Mr. R.J. J. Hottovy, Jr",0.7490587914513493,male,"Morningstar, Inc.","('NKE', '2018 q4')",0.01666666753590107
36666,NKE,2018 q4,2520,0.7098774838927602,"Robert F. Ohmes, CFA",0.362348915794512,male,BofA Global Research,"('NKE', '2018 q4')",0.0
36667,NKE,2018 q4,2520,0.7098774838927602,Erinn E. Murphy,0.3314123731911716,female,Piper Sandler Companies,"('NKE', '2018 q4')",0.0
36668,PVH,2018 q4,2520,0.7205229938270847,Erinn E. Murphy,0.525269912689715,female,Piper Sandler Companies,"('PVH', '2018 q4')",0.0
36669,TPR,2018 q4,2520,0.5787824724797483,Erinn E. Murphy,0.31302641173443,female,Piper Sandler Companies,"('TPR', '2018 q4')",0.0
36670,VFC,2018 q4,2520,0.6104496943422213,Erinn E. Murphy,0.3619113156829678,female,Piper Sandler Companies,"('VFC', '2018 q4')",0.0
36671,NKE,2018 q4,2520,0.7098774838927602,SADIF Research,0.9820786860881722,Not a person,Sadif Analytics Prime,"('NKE', '2018 q4')",0.9444476962089539
36672,PVH,2018 q4,2520,0.7205229938270847,SADIF Research,0.9832147956156512,Not a person,Sadif Analytics Prime,"('PVH', '2018 q4')",0.9610154032707214
36673,TPR,2018 q4,2520,0.5787824724797483,SADIF Research,0.9661849383118514,Not a person,Sadif Analytics Prime,"('TPR', '2018 q4')",0.9499501585960388
36674,VFC,2018 q4,2520,0.6104496943422213,SADIF Research,0.9443324090470022,Not a person,Sadif Analytics Prime,"('VFC', '2018 q4')",0.9549611806869507
36675,WHR,2018 q4,2520,0.7964265488414508,SADIF Research,0.980841218026679,Not a person,Sadif Analytics Prime,"('WHR', '2018 q4')",0.9469660520553589
36676,NKE,2018 q4,2520,0.7098774838927602,Mr. Mitch Kummetz,0.2468630373955341,male,Pivotal Research Group,"('NKE', '2018 q4')",0.016337251290678978
36677,VFC,2018 q4,2520,0.6104496943422213,Mr. Mitch Kummetz,0.568453740841797,male,Pivotal Research Group,"('VFC', '2018 q4')",0.03333333507180214
36678,NKE,2018 q4,2520,0.7098774838927602,Mr. Samuel Poser,0.7783498317775664,male,Susquehanna Financial Group LLLP,"('NKE', '2018 q4')",0.0
36679,VFC,2018 q4,2520,0.6104496943422213,Mr. Samuel Poser,0.4064887554725905,male,Susquehanna Financial Group LLLP,"('VFC', '2018 q4')",0.0
36680,NKE,2018 q4,2520,0.7098774838927602,Mr. Camilo R. Lyon,0.227877546986588,male,Canaccord Genuity,"('NKE', '2018 q4')",0.0
36681,TPR,2018 q4,2520,0.5787824724797483,Mr. Camilo R. Lyon,0.1785699796980819,male,Canaccord Genuity,"('TPR', '2018 q4')",0.0
36682,VFC,2018 q4,2520,0.6104496943422213,Mr. Camilo R. Lyon,0.2036745578736806,male,Canaccord Genuity,"('VFC', '2018 q4')",0.0
36683,NWL,2018 q4,2520,0.5545182304708403,"Mr. William B. Chappell, CFA",0.3351989833455575,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2018 q4')",0.027828439138829708
36684,NWL,2018 q4,2520,0.5545182304708403,"Kevin M. Grundy, CPA",0.2111340087104393,male,Jefferies,"('NWL', '2018 q4')",0.0
36685,NWL,2018 q4,2520,0.5545182304708403,Mr. Rupesh Parikh,0.291571260575625,male,"Oppenheimer & Co., Inc.","('NWL', '2018 q4')",0.0
36686,NWL,2018 q4,2520,0.5545182304708403,Mr. Nik Modi,0.261178414773584,male,RBC Capital Markets,"('NWL', '2018 q4')",0.0
36687,NWL,2018 q4,2520,0.5545182304708403,"Olivia Tong, CFA",0.4007944651145377,female,BofA Global Research,"('NWL', '2018 q4')",0.0
36688,NWL,2018 q4,2520,0.5545182304708403,Ms. Lauren R. Lieberman,0.2173399545887551,female,Barclays,"('NWL', '2018 q4')",0.012869298458099365
36689,NWL,2018 q4,2520,0.5545182304708403,"Mr. Dara W. Mohsenian, CFA",0.2080791399619803,male,Morgan Stanley,"('NWL', '2018 q4')",0.0
36690,NWL,2018 q4,2520,0.5545182304708403,Mr. Steve Powers,0.9016485066291856,male,Deutsche Bank,"('NWL', '2018 q4')",0.0
36691,PVH,2018 q4,2520,0.7205229938270847,Mr. Dan Wasiolek,0.5654500484026653,male,"Morningstar, Inc.","('PVH', '2018 q4')",0.0
36692,VFC,2018 q4,2520,0.6104496943422213,Mr. Dan Wasiolek,0.4493297003033469,male,"Morningstar, Inc.","('VFC', '2018 q4')",0.0
36693,PVH,2018 q4,2520,0.7205229938270847,Ms. Dana L. Telsey,0.4355990058849628,female,Telsey Advisory Group,"('PVH', '2018 q4')",0.0
36694,TPR,2018 q4,2520,0.5787824724797483,Ms. Dana L. Telsey,0.3522549884480143,female,Telsey Advisory Group,"('TPR', '2018 q4')",0.0
36695,VFC,2018 q4,2520,0.6104496943422213,Ms. Dana L. Telsey,0.2229476027513128,female,Telsey Advisory Group,"('VFC', '2018 q4')",0.0
36696,RL,2018 q4,2520,0.6531482090618492,Erin Lash,0.6996631695506159,female,"Morningstar, Inc.","('RL', '2018 q4')",0.0
36697,TPR,2018 q4,2520,0.5787824724797483,Erin Lash,0.5683291617464591,female,"Morningstar, Inc.","('TPR', '2018 q4')",0.0
36698,TPR,2018 q4,2520,0.5787824724797483,Mr. Brian Tunick,0.6561467383228075,male,RBC Capital Markets,"('TPR', '2018 q4')",0.03333333507180214
36699,TPR,2018 q4,2520,0.5787824724797483,"Brian W. Nagel, CFA",0.1855026117311046,male,"Oppenheimer & Co., Inc.","('TPR', '2018 q4')",0.0
36700,TPR,2018 q4,2520,0.5787824724797483,"Kimberly C. Greenberger, CFA",0.2046127674244872,female,Morgan Stanley,"('TPR', '2018 q4')",0.0
36701,TPR,2018 q4,2520,0.5787824724797483,Adrienne Y. Yih,0.1742499439797841,female,Wolfe Research,"('TPR', '2018 q4')",0.0
36702,TPR,2018 q4,2520,0.5787824724797483,"Lorraine C. Hutchinson, CFA",0.2148006167507317,female,BofA Global Research,"('TPR', '2018 q4')",0.0
36703,VFC,2018 q4,2520,0.6104496943422213,Research Department,0.4370647819345148,Not a person,Trefis,"('VFC', '2018 q4')",0.0
36704,VFC,2018 q4,2520,0.6104496943422213,Research Department,0.4370647819345148,Not a person,WM SMITH,"('VFC', '2018 q4')",0.0
36705,VFC,2018 q4,2520,0.6104496943422213,Mr. Christopher Svezia,0.2562895115600324,male,Wedbush Securities Inc.,"('VFC', '2018 q4')",0.007197132954994838
36706,WHR,2018 q4,2520,0.7964265488414508,"Curtis Nagle, CFA",0.6053362593383812,male,BofA Global Research,"('WHR', '2018 q4')",0.01107980590313673
36707,DHI,2019 q1,2520,0.8251426637470385,"John Lovallo, II",0.7374074094367072,male,BofA Global Research,"('DHI', '2019 q1')",0.031791774556040764
36708,LEN,2019 q1,2520,0.5924777948806956,"John Lovallo, II",0.500226550294415,male,BofA Global Research,"('LEN', '2019 q1')",0.0
36709,MHK,2019 q1,2520,0.5977139189287544,"John Lovallo, II",0.401699567309371,male,BofA Global Research,"('MHK', '2019 q1')",0.0
36710,NVR,2019 q1,2520,0.8183235147013712,"John Lovallo, II",0.7101657757928753,male,BofA Global Research,"('NVR', '2019 q1')",0.015593603253364563
36711,PHM,2019 q1,2520,0.7358384446460546,"John Lovallo, II",0.5683673001639554,male,BofA Global Research,"('PHM', '2019 q1')",0.0
36712,DHI,2019 q1,2520,0.8251426637470385,"Nishu Sood, CFA",0.8424833193449424,male,Deutsche Bank,"('DHI', '2019 q1')",0.0
36713,LEN,2019 q1,2520,0.5924777948806956,"Nishu Sood, CFA",0.2646480958761608,male,Deutsche Bank,"('LEN', '2019 q1')",0.01803859230130911
36714,PHM,2019 q1,2520,0.7358384446460546,"Nishu Sood, CFA",0.2980718395593177,male,Deutsche Bank,"('PHM', '2019 q1')",0.023748230189085007
36715,DHI,2019 q1,2520,0.8251426637470385,Ms. Susan M. Maklari,0.5529689210934492,female,Credit Suisse,"('DHI', '2019 q1')",0.0
36716,LEN,2019 q1,2520,0.5924777948806956,Ms. Susan M. Maklari,0.3494110933305457,female,Credit Suisse,"('LEN', '2019 q1')",0.0
36717,MHK,2019 q1,2520,0.5977139189287544,Ms. Susan M. Maklari,0.4531158700842669,female,Credit Suisse,"('MHK', '2019 q1')",0.0
36718,PHM,2019 q1,2520,0.7358384446460546,Ms. Susan M. Maklari,0.5276228008075207,female,Credit Suisse,"('PHM', '2019 q1')",0.0
36719,WHR,2019 q1,2520,0.793907437333375,Ms. Susan M. Maklari,0.6167671543664679,female,Credit Suisse,"('WHR', '2019 q1')",0.0
36720,DHI,2019 q1,2520,0.8251426637470385,"Peter L. Martin, CFA",0.5551601011585521,male,JMP Securities,"('DHI', '2019 q1')",0.0
36721,LEN,2019 q1,2520,0.5924777948806956,"Peter L. Martin, CFA",0.282902405641961,male,JMP Securities,"('LEN', '2019 q1')",0.0
36722,DHI,2019 q1,2520,0.8251426637470385,Mr. Jay McCanless,0.6033135946799736,male,Wedbush Securities Inc.,"('DHI', '2019 q1')",0.0
36723,LEN,2019 q1,2520,0.5924777948806956,Mr. Jay McCanless,0.399471014311518,male,Wedbush Securities Inc.,"('LEN', '2019 q1')",0.0
36724,PHM,2019 q1,2520,0.7358384446460546,Mr. Jay McCanless,0.5482294584709434,male,Wedbush Securities Inc.,"('PHM', '2019 q1')",0.0
36725,DHI,2019 q1,2520,0.8251426637470385,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('DHI', '2019 q1')",0.9931389689445496
36726,HAS,2019 q1,2520,0.6925955880646983,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('HAS', '2019 q1')",0.9932172894477844
36727,HBI,2019 q1,2520,0.7375627826345991,Mr. Thomas Kee,0.9733022868764272,male,Stock Traders Daily Research,"('HBI', '2019 q1')",0.9930745363235474
36728,LEG,2019 q1,2520,0.8744638726980413,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('LEG', '2019 q1')",0.9930745363235474
36729,LEN,2019 q1,2520,0.5924777948806956,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('LEN', '2019 q1')",0.9930745363235474
36730,MHK,2019 q1,2520,0.5977139189287544,Mr. Thomas Kee,0.9931047272397534,male,Stock Traders Daily Research,"('MHK', '2019 q1')",0.9930745363235474
36731,NKE,2019 q1,2520,0.599551934690473,Mr. Thomas Kee,0.9814323399943542,male,Stock Traders Daily Research,"('NKE', '2019 q1')",0.9931067526340485
36732,NVR,2019 q1,2520,0.8183235147013712,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('NVR', '2019 q1')",0.9930335879325867
36733,NWL,2019 q1,2520,0.7751657423937062,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('NWL', '2019 q1')",0.9931069016456604
36734,PHM,2019 q1,2520,0.7358384446460546,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('PHM', '2019 q1')",0.9931069016456604
36735,PVH,2019 q1,2520,0.6391586497435877,Mr. Thomas Kee,0.9898794852331486,male,Stock Traders Daily Research,"('PVH', '2019 q1')",0.9930745363235474
36736,VFC,2019 q1,2520,0.6481885944796562,Mr. Thomas Kee,0.987276263563555,male,Stock Traders Daily Research,"('VFC', '2019 q1')",0.9931389689445496
36737,WHR,2019 q1,2520,0.793907437333375,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('WHR', '2019 q1')",0.9931186139583588
36738,DHI,2019 q1,2520,0.8251426637470385,Mr. Christopher A. Jacobson,0.9294166700782216,male,Susquehanna Financial Group LLLP,"('DHI', '2019 q1')",0.01525194477289915
36739,DHI,2019 q1,2520,0.8251426637470385,Brian Bernard,0.6272541917477477,male,"Morningstar, Inc.","('DHI', '2019 q1')",0.0
36740,LEN,2019 q1,2520,0.5924777948806956,Brian Bernard,0.5513906872379016,male,"Morningstar, Inc.","('LEN', '2019 q1')",0.0
36741,MHK,2019 q1,2520,0.5977139189287544,Brian Bernard,0.7053361153177533,male,"Morningstar, Inc.","('MHK', '2019 q1')",0.0
36742,NVR,2019 q1,2520,0.8183235147013712,Brian Bernard,0.7577959507567337,male,"Morningstar, Inc.","('NVR', '2019 q1')",0.0
36743,PHM,2019 q1,2520,0.7358384446460546,Brian Bernard,0.730062931147833,male,"Morningstar, Inc.","('PHM', '2019 q1')",0.0
36744,GRMN,2019 q1,2520,0.7336193170431676,Mr. Yuuji Anderson,0.456298051693925,male,Morgan Stanley,"('GRMN', '2019 q1')",0.0
36745,GRMN,2019 q1,2520,0.7336193170431676,Mr. Robert M. Spingarn,0.4363297552482146,male,Credit Suisse,"('GRMN', '2019 q1')",0.0
36746,GRMN,2019 q1,2520,0.7336193170431676,Ronald J. J. Epstein,0.5776350983062006,male,BofA Global Research,"('GRMN', '2019 q1')",0.0
36747,GRMN,2019 q1,2520,0.7336193170431676,Mr. Ali Mogharabi,0.720537049357109,male,"Morningstar, Inc.","('GRMN', '2019 q1')",0.0
36748,GRMN,2019 q1,2520,0.7336193170431676,"Ms. Angelo Zino, CFA",0.8205190470349485,female,CFRA Equity Research,"('GRMN', '2019 q1')",0.0
36749,GRMN,2019 q1,2520,0.7336193170431676,Mr. Charles L. Anderson,0.4209700913623668,male,Colliers Securities,"('GRMN', '2019 q1')",0.0
36750,GRMN,2019 q1,2520,0.7336193170431676,SADIF Research,0.9856883365585718,Not a person,Sadif Analytics Prime,"('GRMN', '2019 q1')",0.9545705914497375
36751,LEG,2019 q1,2520,0.8744638726980413,SADIF Research,0.9976455057537716,Not a person,Sadif Analytics Prime,"('LEG', '2019 q1')",0.9643051624298096
36752,NWL,2019 q1,2520,0.7751657423937062,SADIF Research,0.9656215793484044,Not a person,Sadif Analytics Prime,"('NWL', '2019 q1')",0.9585031270980835
36753,PHM,2019 q1,2520,0.7358384446460546,SADIF Research,0.9908272416140688,Not a person,Sadif Analytics Prime,"('PHM', '2019 q1')",0.9783070087432861
36754,RL,2019 q1,2520,0.661557570719651,SADIF Research,0.9734192147784114,Not a person,Sadif Analytics Prime,"('RL', '2019 q1')",0.9068465828895569
36755,VFC,2019 q1,2520,0.6481885944796562,SADIF Research,0.9586604988044904,Not a person,Sadif Analytics Prime,"('VFC', '2019 q1')",0.9554066061973572
36756,HAS,2019 q1,2520,0.6925955880646983,Ms. Stephanie S. Wissink,0.4043799982754817,female,Jefferies,"('HAS', '2019 q1')",0.0
36757,HAS,2019 q1,2520,0.6925955880646983,Camilla Yanushevsky,0.6988184601969148,female,CFRA Equity Research,"('HAS', '2019 q1')",0.0
36758,HBI,2019 q1,2520,0.7375627826345991,Camilla Yanushevsky,0.6383280803059994,female,CFRA Equity Research,"('HBI', '2019 q1')",0.0
36759,NKE,2019 q1,2520,0.599551934690473,Camilla Yanushevsky,0.6507760566126152,female,CFRA Equity Research,"('NKE', '2019 q1')",0.0
36760,PVH,2019 q1,2520,0.6391586497435877,Camilla Yanushevsky,0.5088517515831289,female,CFRA Equity Research,"('PVH', '2019 q1')",0.0
36761,RL,2019 q1,2520,0.661557570719651,Camilla Yanushevsky,0.5358685649068805,female,CFRA Equity Research,"('RL', '2019 q1')",0.0
36762,TPR,2019 q1,2520,0.5149382945975443,Camilla Yanushevsky,0.4511349778681396,female,CFRA Equity Research,"('TPR', '2019 q1')",0.0
36763,VFC,2019 q1,2520,0.6481885944796562,Camilla Yanushevsky,0.5298527766884192,female,CFRA Equity Research,"('VFC', '2019 q1')",0.0
36764,HAS,2019 q1,2520,0.6925955880646983,"Ms. Jaime M. M. Katz, CFA",0.7048713384910753,female,"Morningstar, Inc.","('HAS', '2019 q1')",0.0038719824515283108
36765,HAS,2019 q1,2520,0.6925955880646983,Mr. Eric O. Handler,0.3909626984098632,male,MKM Partners,"('HAS', '2019 q1')",0.0
36766,HAS,2019 q1,2520,0.6925955880646983,"Mr. Michael A. Swartz, CFA",0.4025181670826792,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2019 q1')",0.0
36767,HBI,2019 q1,2520,0.7375627826345991,David Swartz,0.665055565757799,male,"Morningstar, Inc.","('HBI', '2019 q1')",0.0
36768,PVH,2019 q1,2520,0.6391586497435877,David Swartz,0.5045792153825246,male,"Morningstar, Inc.","('PVH', '2019 q1')",0.0
36769,VFC,2019 q1,2520,0.6481885944796562,David Swartz,0.4491116606454578,male,"Morningstar, Inc.","('VFC', '2019 q1')",0.00833851657807827
36770,HBI,2019 q1,2520,0.7375627826345991,"Mr. Steven L. Marotta, CFA",0.3997912831865081,male,C.L. King & Associates,"('HBI', '2019 q1')",0.014825394377112389
36771,PVH,2019 q1,2520,0.6391586497435877,"Mr. Steven L. Marotta, CFA",0.2655368833380897,male,C.L. King & Associates,"('PVH', '2019 q1')",0.051904525607824326
36772,HBI,2019 q1,2520,0.7375627826345991,Mr. Omar R. Saad,0.603552698978954,male,EVERCORE ISI,"('HBI', '2019 q1')",0.03333333507180214
36773,NKE,2019 q1,2520,0.599551934690473,Mr. Omar R. Saad,0.3244189631036443,male,EVERCORE ISI,"('NKE', '2019 q1')",0.032500945031642914
36774,PVH,2019 q1,2520,0.6391586497435877,Mr. Omar R. Saad,0.3973142511469807,male,EVERCORE ISI,"('PVH', '2019 q1')",0.035913947969675064
36775,RL,2019 q1,2520,0.661557570719651,Mr. Omar R. Saad,0.4389392970550313,male,EVERCORE ISI,"('RL', '2019 q1')",0.03888832777738571
36776,TPR,2019 q1,2520,0.5149382945975443,Mr. Omar R. Saad,0.6315377264638589,male,EVERCORE ISI,"('TPR', '2019 q1')",0.03333333507180214
36777,VFC,2019 q1,2520,0.6481885944796562,Mr. Omar R. Saad,0.362064647990489,male,EVERCORE ISI,"('VFC', '2019 q1')",0.0
36778,HBI,2019 q1,2520,0.7375627826345991,Tiffany Kanaga,0.4791575653396287,female,Deutsche Bank,"('HBI', '2019 q1')",0.0
36779,PVH,2019 q1,2520,0.6391586497435877,Tiffany Kanaga,0.9322615324522584,female,Deutsche Bank,"('PVH', '2019 q1')",0.0
36780,HBI,2019 q1,2520,0.7375627826345991,Heather Balsky,0.4690715236887924,female,BofA Global Research,"('HBI', '2019 q1')",0.0
36781,PVH,2019 q1,2520,0.6391586497435877,Heather Balsky,0.4297491873084013,female,BofA Global Research,"('PVH', '2019 q1')",0.0
36782,RL,2019 q1,2520,0.661557570719651,Heather Balsky,0.3604256464087112,female,BofA Global Research,"('RL', '2019 q1')",0.0
36783,HBI,2019 q1,2520,0.7375627826345991,Mr. Michael C. Binetti,0.5425807116952951,male,Credit Suisse,"('HBI', '2019 q1')",0.0
36784,NKE,2019 q1,2520,0.599551934690473,Mr. Michael C. Binetti,0.3933904002426087,male,Credit Suisse,"('NKE', '2019 q1')",0.0
36785,PVH,2019 q1,2520,0.6391586497435877,Mr. Michael C. Binetti,0.3486598916738349,male,Credit Suisse,"('PVH', '2019 q1')",0.005780157322684924
36786,RL,2019 q1,2520,0.661557570719651,Mr. Michael C. Binetti,0.3468448965110708,male,Credit Suisse,"('RL', '2019 q1')",0.0
36787,TPR,2019 q1,2520,0.5149382945975443,Mr. Michael C. Binetti,0.5563802190093066,male,Credit Suisse,"('TPR', '2019 q1')",0.0
36788,VFC,2019 q1,2520,0.6481885944796562,Mr. Michael C. Binetti,0.3497149548620801,male,Credit Suisse,"('VFC', '2019 q1')",0.0
36789,HBI,2019 q1,2520,0.7375627826345991,Mr. Chethan Mallela,0.6057546892423996,male,Barclays,"('HBI', '2019 q1')",0.0
36790,RL,2019 q1,2520,0.661557570719651,Mr. Chethan Mallela,0.4444694685979917,male,Barclays,"('RL', '2019 q1')",0.0
36791,TPR,2019 q1,2520,0.5149382945975443,Mr. Chethan Mallela,0.3296067170296253,male,Barclays,"('TPR', '2019 q1')",0.0
36792,HBI,2019 q1,2520,0.7375627826345991,"Mr. John D. Kernan, CFA",0.6462170750778906,male,Cowen and Company,"('HBI', '2019 q1')",0.0
36793,NKE,2019 q1,2520,0.599551934690473,"Mr. John D. Kernan, CFA",0.489100171906125,male,Cowen and Company,"('NKE', '2019 q1')",0.0
36794,PVH,2019 q1,2520,0.6391586497435877,"Mr. John D. Kernan, CFA",0.5293811014141315,male,Cowen and Company,"('PVH', '2019 q1')",0.0
36795,RL,2019 q1,2520,0.661557570719651,"Mr. John D. Kernan, CFA",0.3369628349907888,male,Cowen and Company,"('RL', '2019 q1')",0.0057832421734929085
36796,VFC,2019 q1,2520,0.6481885944796562,"Mr. John D. Kernan, CFA",0.2042030529566558,male,Cowen and Company,"('VFC', '2019 q1')",0.017024050001055002
36797,LEG,2019 q1,2520,0.8744638726980413,Keith B. Hughes,0.6667538409768117,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2019 q1')",0.0
36798,MHK,2019 q1,2520,0.5977139189287544,Keith B. Hughes,0.251195589834024,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2019 q1')",0.0
36799,LEG,2019 q1,2520,0.8744638726980413,"Mr. Kenneth M. Leon, CPA",0.7073980451328338,male,CFRA Equity Research,"('LEG', '2019 q1')",0.0
36800,LEN,2019 q1,2520,0.5924777948806956,"Mr. Kenneth M. Leon, CPA",0.6052434246622116,male,CFRA Equity Research,"('LEN', '2019 q1')",0.0
36801,MHK,2019 q1,2520,0.5977139189287544,"Mr. Kenneth M. Leon, CPA",0.6635808947697794,male,CFRA Equity Research,"('MHK', '2019 q1')",0.0
36802,NVR,2019 q1,2520,0.8183235147013712,"Mr. Kenneth M. Leon, CPA",0.7536391561751831,male,CFRA Equity Research,"('NVR', '2019 q1')",0.0
36803,NWL,2019 q1,2520,0.7751657423937062,"Mr. Kenneth M. Leon, CPA",0.9584314476439408,male,CFRA Equity Research,"('NWL', '2019 q1')",0.0
36804,PHM,2019 q1,2520,0.7358384446460546,"Mr. Kenneth M. Leon, CPA",0.6821979261470924,male,CFRA Equity Research,"('PHM', '2019 q1')",0.0
36805,WHR,2019 q1,2520,0.793907437333375,"Mr. Kenneth M. Leon, CPA",0.8815032402039455,male,CFRA Equity Research,"('WHR', '2019 q1')",0.0
36806,LEG,2019 q1,2520,0.8744638726980413,Mr. Peter J. Keith,0.778890553443735,male,Piper Sandler Companies,"('LEG', '2019 q1')",0.0
36807,LEN,2019 q1,2520,0.5924777948806956,"Carl E. Reichardt, Jr.",0.3122428715301629,male,BTIG,"('LEN', '2019 q1')",0.007965119555592537
36808,NVR,2019 q1,2520,0.8183235147013712,"Carl E. Reichardt, Jr.",0.5947652073529421,male,BTIG,"('NVR', '2019 q1')",0.0
36809,PHM,2019 q1,2520,0.7358384446460546,"Carl E. Reichardt, Jr.",0.2888619252180404,male,BTIG,"('PHM', '2019 q1')",0.0
36810,LEN,2019 q1,2520,0.5924777948806956,Michael Dahl,0.2348752811785324,male,RBC Capital Markets,"('LEN', '2019 q1')",0.005674022249877453
36811,MHK,2019 q1,2520,0.5977139189287544,Michael Dahl,0.4580163193100106,male,RBC Capital Markets,"('MHK', '2019 q1')",0.0
36812,PHM,2019 q1,2520,0.7358384446460546,Michael Dahl,0.4488735014528817,male,RBC Capital Markets,"('PHM', '2019 q1')",0.01666666753590107
36813,WHR,2019 q1,2520,0.793907437333375,Michael Dahl,0.5463555888053641,male,RBC Capital Markets,"('WHR', '2019 q1')",0.0
36814,LEN,2019 q1,2520,0.5924777948806956,Matthew A. Bouley,0.1685652576601977,male,Barclays,"('LEN', '2019 q1')",0.023481949232518673
36815,MHK,2019 q1,2520,0.5977139189287544,Matthew A. Bouley,0.2468558539955815,male,Barclays,"('MHK', '2019 q1')",0.0
36816,LEN,2019 q1,2520,0.5924777948806956,"Jack G. Micenko, Jr",0.5272120847151575,male,Susquehanna Financial Group LLLP,"('LEN', '2019 q1')",0.0
36817,MHK,2019 q1,2520,0.5977139189287544,"Mr. Michael Rehaut, CFA",0.1979333346217397,male,JPMorgan,"('MHK', '2019 q1')",0.0
36818,MHK,2019 q1,2520,0.5977139189287544,Mr. Alvaro Lacayo,0.2447889832767248,male,Gabelli & Company,"('MHK', '2019 q1')",0.02417457476258278
36819,MHK,2019 q1,2520,0.5977139189287544,Mr. Stephen S. Kim,0.2133555918644089,male,EVERCORE ISI,"('MHK', '2019 q1')",0.0
36820,PHM,2019 q1,2520,0.7358384446460546,Mr. Stephen S. Kim,0.3955830833653954,male,EVERCORE ISI,"('PHM', '2019 q1')",0.0
36821,MHK,2019 q1,2520,0.5977139189287544,"Mr. Kevin W. Hocevar, CFA",0.415891166856888,male,Northcoast Research,"('MHK', '2019 q1')",0.0
36822,NKE,2019 q1,2520,0.599551934690473,Cristina Fernandez,0.1954768465850761,female,Telsey Advisory Group,"('NKE', '2019 q1')",0.0
36823,NKE,2019 q1,2520,0.599551934690473,Mr. Camilo R. Lyon,0.1583981821944507,male,Canaccord Genuity,"('NKE', '2019 q1')",0.006988969165831804
36824,TPR,2019 q1,2520,0.5149382945975443,Mr. Camilo R. Lyon,0.16910806967643,male,Canaccord Genuity,"('TPR', '2019 q1')",0.012825703248381615
36825,UAA,2019 q1,2520,0.2790198310305644,Mr. Camilo R. Lyon,0.2790198310305642,male,Canaccord Genuity,"('UAA', '2019 q1')",0.02184121124446392
36826,VFC,2019 q1,2520,0.6481885944796562,Mr. Camilo R. Lyon,0.2130121103408653,male,Canaccord Genuity,"('VFC', '2019 q1')",0.0
36827,NKE,2019 q1,2520,0.599551934690473,Mr. Christopher Svezia,0.3255103826727273,male,Wedbush Securities Inc.,"('NKE', '2019 q1')",0.0
36828,VFC,2019 q1,2520,0.6481885944796562,Mr. Christopher Svezia,0.4653542519613203,male,Wedbush Securities Inc.,"('VFC', '2019 q1')",0.014766320586204529
36829,NKE,2019 q1,2520,0.599551934690473,Mr. Robert S. Drbul,0.3729895775308832,male,Guggenheim Securities LLC,"('NKE', '2019 q1')",0.0
36830,RL,2019 q1,2520,0.661557570719651,Mr. Robert S. Drbul,0.4252696749005279,male,Guggenheim Securities LLC,"('RL', '2019 q1')",0.0
36831,TPR,2019 q1,2520,0.5149382945975443,Mr. Robert S. Drbul,0.3559952146930988,male,Guggenheim Securities LLC,"('TPR', '2019 q1')",0.0
36832,VFC,2019 q1,2520,0.6481885944796562,Mr. Robert S. Drbul,0.3935602214297978,male,Guggenheim Securities LLC,"('VFC', '2019 q1')",0.0
36833,NKE,2019 q1,2520,0.599551934690473,"Mr. R.J. J. Hottovy, Jr",0.7104539370174987,male,"Morningstar, Inc.","('NKE', '2019 q1')",0.0
36834,NKE,2019 q1,2520,0.599551934690473,Erinn E. Murphy,0.3484593204478927,female,Piper Sandler Companies,"('NKE', '2019 q1')",0.0
36835,PVH,2019 q1,2520,0.6391586497435877,Erinn E. Murphy,0.5707568848866558,female,Piper Sandler Companies,"('PVH', '2019 q1')",0.005721234406034152
36836,RL,2019 q1,2520,0.661557570719651,Erinn E. Murphy,0.4037782860332908,female,Piper Sandler Companies,"('RL', '2019 q1')",0.0
36837,TPR,2019 q1,2520,0.5149382945975443,Erinn E. Murphy,0.4107773731774751,female,Piper Sandler Companies,"('TPR', '2019 q1')",0.0
36838,VFC,2019 q1,2520,0.6481885944796562,Erinn E. Murphy,0.3241301465769093,female,Piper Sandler Companies,"('VFC', '2019 q1')",0.0
36839,NKE,2019 q1,2520,0.599551934690473,"Paul E. Trussell, CFA",0.3705318349997619,male,Deutsche Bank,"('NKE', '2019 q1')",0.0
36840,RL,2019 q1,2520,0.661557570719651,"Paul E. Trussell, CFA",0.873982590647933,male,Deutsche Bank,"('RL', '2019 q1')",0.0
36841,TPR,2019 q1,2520,0.5149382945975443,"Paul E. Trussell, CFA",0.4100836226846324,male,Deutsche Bank,"('TPR', '2019 q1')",0.00670021865516901
36842,VFC,2019 q1,2520,0.6481885944796562,"Paul E. Trussell, CFA",0.7196930117464956,male,Deutsche Bank,"('VFC', '2019 q1')",0.0
36843,NKE,2019 q1,2520,0.599551934690473,Matthew J. McClintock,0.1818516759023541,male,Barclays,"('NKE', '2019 q1')",0.0
36844,NKE,2019 q1,2520,0.599551934690473,Mr. Samuel Poser,0.7265511680262178,male,Susquehanna Financial Group LLLP,"('NKE', '2019 q1')",0.0
36845,VFC,2019 q1,2520,0.6481885944796562,Mr. Samuel Poser,0.3776113318484767,male,Susquehanna Financial Group LLLP,"('VFC', '2019 q1')",0.0
36846,NKE,2019 q1,2520,0.599551934690473,"Robert F. Ohmes, CFA",0.4472826701395069,male,BofA Global Research,"('NKE', '2019 q1')",0.036662790924310684
36847,VFC,2019 q1,2520,0.6481885944796562,"Robert F. Ohmes, CFA",0.267812797039675,male,BofA Global Research,"('VFC', '2019 q1')",0.0
36848,NKE,2019 q1,2520,0.599551934690473,Mr. Erwan Rambourg,0.1452782336256558,male,HSBC,"('NKE', '2019 q1')",0.0
36849,TPR,2019 q1,2520,0.5149382945975443,Mr. Erwan Rambourg,0.117208400813728,male,HSBC,"('TPR', '2019 q1')",0.0
36850,NKE,2019 q1,2520,0.599551934690473,Mr. Mitch Kummetz,0.5874080407685808,male,Pivotal Research Group,"('NKE', '2019 q1')",0.03333333507180214
36851,VFC,2019 q1,2520,0.6481885944796562,Mr. Mitch Kummetz,0.6476704281984933,male,Pivotal Research Group,"('VFC', '2019 q1')",0.03333333507180214
36852,NKE,2019 q1,2520,0.599551934690473,"Brian W. Nagel, CFA",0.2127618921579796,male,"Oppenheimer & Co., Inc.","('NKE', '2019 q1')",0.0
36853,NKE,2019 q1,2520,0.599551934690473,Ms. Lauren E. Cassel,0.2088627885519187,female,Morgan Stanley,"('NKE', '2019 q1')",0.0
36854,UAA,2019 q1,2520,0.2790198310305644,Ms. Lauren E. Cassel,0.2790198310305642,female,Morgan Stanley,"('UAA', '2019 q1')",0.0
36855,NWL,2019 q1,2520,0.7751657423937062,Mr. Steve Powers,0.9639676204980826,male,Deutsche Bank,"('NWL', '2019 q1')",0.0
36856,NWL,2019 q1,2520,0.7751657423937062,"Olivia Tong, CFA",0.401797737142005,female,BofA Global Research,"('NWL', '2019 q1')",0.0
36857,NWL,2019 q1,2520,0.7751657423937062,Mr. Nik Modi,0.3640605828365448,male,RBC Capital Markets,"('NWL', '2019 q1')",0.0
36858,NWL,2019 q1,2520,0.7751657423937062,"Mr. Dara W. Mohsenian, CFA",0.3197543041409906,male,Morgan Stanley,"('NWL', '2019 q1')",0.0
36859,NWL,2019 q1,2520,0.7751657423937062,Mr. Rupesh Parikh,0.4505890791777556,male,"Oppenheimer & Co., Inc.","('NWL', '2019 q1')",0.06513984501361847
36860,NWL,2019 q1,2520,0.7751657423937062,"Kevin M. Grundy, CPA",0.3336615733395565,male,Jefferies,"('NWL', '2019 q1')",0.0
36861,NWL,2019 q1,2520,0.7751657423937062,"Mr. William B. Chappell, CFA",0.4616917327364671,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2019 q1')",0.022228220477700233
36862,NWL,2019 q1,2520,0.7751657423937062,Ms. Lauren R. Lieberman,0.7467627060349952,female,Barclays,"('NWL', '2019 q1')",0.0
36863,PVH,2019 q1,2520,0.6391586497435877,Ms. Dana L. Telsey,0.2320196312411653,female,Telsey Advisory Group,"('PVH', '2019 q1')",0.0
36864,TPR,2019 q1,2520,0.5149382945975443,Ms. Dana L. Telsey,0.3030417477588307,female,Telsey Advisory Group,"('TPR', '2019 q1')",0.0
36865,VFC,2019 q1,2520,0.6481885944796562,Ms. Dana L. Telsey,0.2153471264504808,female,Telsey Advisory Group,"('VFC', '2019 q1')",0.0
36866,PVH,2019 q1,2520,0.6391586497435877,Mr. Brian Tunick,0.2140861637505773,male,RBC Capital Markets,"('PVH', '2019 q1')",0.0
36867,PVH,2019 q1,2520,0.6391586497435877,Kate Fitzsimons,0.2045698383341503,female,RBC Capital Markets,"('PVH', '2019 q1')",0.0
36868,RL,2019 q1,2520,0.661557570719651,Kate Fitzsimons,0.2309113648341925,female,RBC Capital Markets,"('RL', '2019 q1')",0.0
36869,RL,2019 q1,2520,0.661557570719651,Erin Lash,0.681403359781395,female,"Morningstar, Inc.","('RL', '2019 q1')",0.0
36870,TPR,2019 q1,2520,0.5149382945975443,Erin Lash,0.6043563426178146,female,"Morningstar, Inc.","('TPR', '2019 q1')",0.0
36871,RL,2019 q1,2520,0.661557570719651,Research Department,0.3841584290912728,Not a person,Trefis,"('RL', '2019 q1')",0.0
36872,TPR,2019 q1,2520,0.5149382945975443,"Lorraine C. Hutchinson, CFA",0.19716206020282,female,BofA Global Research,"('TPR', '2019 q1')",0.0
36873,TPR,2019 q1,2520,0.5149382945975443,"Mr. Oliver Chen, CFA",0.3513855097847606,male,Cowen and Company,"('TPR', '2019 q1')",0.0
36874,TPR,2019 q1,2520,0.5149382945975443,"Ms. Roxanne F. Meyer, CFA",0.2951509669824603,female,MKM Partners,"('TPR', '2019 q1')",0.0
36875,TPR,2019 q1,2520,0.5149382945975443,Adrienne Y. Yih,0.1450558523908633,female,Wolfe Research,"('TPR', '2019 q1')",0.025066709145903587
36876,TPR,2019 q1,2520,0.5149382945975443,"Kimberly C. Greenberger, CFA",0.2546434878658249,female,Morgan Stanley,"('TPR', '2019 q1')",0.0
36877,WHR,2019 q1,2520,0.793907437333375,"Curtis Nagle, CFA",0.6183418077788293,male,BofA Global Research,"('WHR', '2019 q1')",0.0
36878,DHI,2019 q2,2520,0.5928559873796997,Mr. Stephen S. Kim,0.2719752233687627,male,EVERCORE ISI,"('DHI', '2019 q2')",0.0
36879,LEN,2019 q2,2520,0.5637316860027225,Mr. Stephen S. Kim,0.2977969800197743,male,EVERCORE ISI,"('LEN', '2019 q2')",0.0
36880,MHK,2019 q2,2520,0.5173203014551001,Mr. Stephen S. Kim,0.322461273154818,male,EVERCORE ISI,"('MHK', '2019 q2')",0.0
36881,NVR,2019 q2,2520,0.7083245679731949,Mr. Stephen S. Kim,0.4739991970940963,male,EVERCORE ISI,"('NVR', '2019 q2')",0.0
36882,PHM,2019 q2,2520,0.6310721721153578,Mr. Stephen S. Kim,0.3195121923396043,male,EVERCORE ISI,"('PHM', '2019 q2')",0.0
36883,DHI,2019 q2,2520,0.5928559873796997,Brian Bernard,0.6601631606017878,male,"Morningstar, Inc.","('DHI', '2019 q2')",0.011111111690600714
36884,LEN,2019 q2,2520,0.5637316860027225,Brian Bernard,0.6452760344120438,male,"Morningstar, Inc.","('LEN', '2019 q2')",0.03333333507180214
36885,MHK,2019 q2,2520,0.5173203014551001,Brian Bernard,0.7519470885736869,male,"Morningstar, Inc.","('MHK', '2019 q2')",0.0
36886,NVR,2019 q2,2520,0.7083245679731949,Brian Bernard,0.8688505456668077,male,"Morningstar, Inc.","('NVR', '2019 q2')",0.01666666753590107
36887,PHM,2019 q2,2520,0.6310721721153578,Brian Bernard,0.7376119439670991,male,"Morningstar, Inc.","('PHM', '2019 q2')",0.0
36888,DHI,2019 q2,2520,0.5928559873796997,Ms. Susan M. Maklari,0.4308882652234742,female,Credit Suisse,"('DHI', '2019 q2')",0.0
36889,LEN,2019 q2,2520,0.5637316860027225,Ms. Susan M. Maklari,0.5059627613604214,female,Credit Suisse,"('LEN', '2019 q2')",0.0
36890,MHK,2019 q2,2520,0.5173203014551001,Ms. Susan M. Maklari,0.4159970186308652,female,Credit Suisse,"('MHK', '2019 q2')",0.0
36891,WHR,2019 q2,2520,0.6096340271091505,Ms. Susan M. Maklari,0.531991880642037,female,Credit Suisse,"('WHR', '2019 q2')",0.0
36892,DHI,2019 q2,2520,0.5928559873796997,"John Lovallo, II",0.5340622099599203,male,BofA Global Research,"('DHI', '2019 q2')",0.0
36893,LEN,2019 q2,2520,0.5637316860027225,"John Lovallo, II",0.5285251055548386,male,BofA Global Research,"('LEN', '2019 q2')",0.0
36894,MHK,2019 q2,2520,0.5173203014551001,"John Lovallo, II",0.5229902751851588,male,BofA Global Research,"('MHK', '2019 q2')",0.0
36895,NVR,2019 q2,2520,0.7083245679731949,"John Lovallo, II",0.6738733423918108,male,BofA Global Research,"('NVR', '2019 q2')",0.0
36896,PHM,2019 q2,2520,0.6310721721153578,"John Lovallo, II",0.5931384806464817,male,BofA Global Research,"('PHM', '2019 q2')",0.018540674820542336
36897,DHI,2019 q2,2520,0.5928559873796997,"Jack G. Micenko, Jr",0.6131330476131555,male,Susquehanna Financial Group LLLP,"('DHI', '2019 q2')",0.01666666753590107
36898,LEN,2019 q2,2520,0.5637316860027225,"Jack G. Micenko, Jr",0.6188273247964142,male,Susquehanna Financial Group LLLP,"('LEN', '2019 q2')",0.0
36899,PHM,2019 q2,2520,0.6310721721153578,"Jack G. Micenko, Jr",0.6392735375082387,male,Susquehanna Financial Group LLLP,"('PHM', '2019 q2')",0.0
36900,DHI,2019 q2,2520,0.5928559873796997,Mr. Jay McCanless,0.4786752156386708,male,Wedbush Securities Inc.,"('DHI', '2019 q2')",0.0
36901,LEN,2019 q2,2520,0.5637316860027225,Mr. Jay McCanless,0.404831212213483,male,Wedbush Securities Inc.,"('LEN', '2019 q2')",0.0
36902,PHM,2019 q2,2520,0.6310721721153578,Mr. Jay McCanless,0.4405797575423183,male,Wedbush Securities Inc.,"('PHM', '2019 q2')",0.0
36903,DHI,2019 q2,2520,0.5928559873796997,"Carl E. Reichardt, Jr.",0.2534376259915855,male,BTIG,"('DHI', '2019 q2')",0.0
36904,NVR,2019 q2,2520,0.7083245679731949,"Carl E. Reichardt, Jr.",0.489067661159217,male,BTIG,"('NVR', '2019 q2')",0.0
36905,PHM,2019 q2,2520,0.6310721721153578,"Carl E. Reichardt, Jr.",0.3339286661017921,male,BTIG,"('PHM', '2019 q2')",0.0
36906,DHI,2019 q2,2520,0.5928559873796997,Matthew A. Bouley,0.2767544948748741,male,Barclays,"('DHI', '2019 q2')",0.011014432646334171
36907,LEN,2019 q2,2520,0.5637316860027225,Matthew A. Bouley,0.2266627715072194,male,Barclays,"('LEN', '2019 q2')",0.02643569651991129
36908,MHK,2019 q2,2520,0.5173203014551001,Matthew A. Bouley,0.1795029780351206,male,Barclays,"('MHK', '2019 q2')",0.0
36909,DHI,2019 q2,2520,0.5928559873796997,"Mr. Kenneth M. Leon, CPA",0.6187060659106507,male,CFRA Equity Research,"('DHI', '2019 q2')",0.0
36910,LEG,2019 q2,2520,0.7231971193726692,"Mr. Kenneth M. Leon, CPA",0.5577375012204224,male,CFRA Equity Research,"('LEG', '2019 q2')",0.0
36911,MHK,2019 q2,2520,0.5173203014551001,"Mr. Kenneth M. Leon, CPA",0.7004526111485234,male,CFRA Equity Research,"('MHK', '2019 q2')",0.0
36912,NVR,2019 q2,2520,0.7083245679731949,"Mr. Kenneth M. Leon, CPA",0.6866043672879809,male,CFRA Equity Research,"('NVR', '2019 q2')",0.0
36913,NWL,2019 q2,2520,0.7205604489690556,"Mr. Kenneth M. Leon, CPA",0.9563123952736212,male,CFRA Equity Research,"('NWL', '2019 q2')",0.0
36914,PHM,2019 q2,2520,0.6310721721153578,"Mr. Kenneth M. Leon, CPA",0.6635723024584076,male,CFRA Equity Research,"('PHM', '2019 q2')",0.0
36915,WHR,2019 q2,2520,0.6096340271091505,"Mr. Kenneth M. Leon, CPA",0.7642091718348335,male,CFRA Equity Research,"('WHR', '2019 q2')",0.0
36916,GRMN,2019 q2,2520,0.7716370103099045,Mr. Ali Mogharabi,0.5802794533094856,male,"Morningstar, Inc.","('GRMN', '2019 q2')",0.0
36917,GRMN,2019 q2,2520,0.7716370103099045,Mr. Seth Sherwood,0.544193378413701,male,"Morningstar, Inc.","('GRMN', '2019 q2')",0.0
36918,GRMN,2019 q2,2520,0.7716370103099045,"Ms. Angelo Zino, CFA",0.8302850088827795,female,CFRA Equity Research,"('GRMN', '2019 q2')",0.0
36919,GRMN,2019 q2,2520,0.7716370103099045,Mr. Charles L. Anderson,0.5793805116917174,male,Colliers Securities,"('GRMN', '2019 q2')",0.0
36920,GRMN,2019 q2,2520,0.7716370103099045,SADIF Research,0.9871047338009414,Not a person,Sadif Analytics Prime,"('GRMN', '2019 q2')",0.9542733728885651
36921,HAS,2019 q2,2520,0.8121641931074883,SADIF Research,0.9347383909407948,Not a person,Sadif Analytics Prime,"('HAS', '2019 q2')",0.9290261268615723
36922,HBI,2019 q2,2520,0.7475143672700947,SADIF Research,0.9954074819983628,Not a person,Sadif Analytics Prime,"('HBI', '2019 q2')",0.9487004280090332
36923,LEG,2019 q2,2520,0.7231971193726692,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LEG', '2019 q2')",0.9797213673591614
36924,NKE,2019 q2,2520,0.7012225287525345,SADIF Research,0.9704289384961085,Not a person,Sadif Analytics Prime,"('NKE', '2019 q2')",0.9410696029663086
36925,PVH,2019 q2,2520,0.6461688409038704,SADIF Research,0.989341368905496,Not a person,Sadif Analytics Prime,"('PVH', '2019 q2')",0.9616900682449341
36926,RL,2019 q2,2520,0.6885843069328846,SADIF Research,0.9764500858519326,Not a person,Sadif Analytics Prime,"('RL', '2019 q2')",0.9165112972259521
36927,GRMN,2019 q2,2520,0.7716370103099045,Mr. Robert M. Spingarn,0.6011498617395429,male,Credit Suisse,"('GRMN', '2019 q2')",0.0
36928,HAS,2019 q2,2520,0.8121641931074883,"Ms. Jaime M. M. Katz, CFA",0.7803205757544519,female,"Morningstar, Inc.","('HAS', '2019 q2')",0.0
36929,HAS,2019 q2,2520,0.8121641931074883,Camilla Yanushevsky,0.7653312637996759,female,CFRA Equity Research,"('HAS', '2019 q2')",0.0
36930,HBI,2019 q2,2520,0.7475143672700947,Camilla Yanushevsky,0.6466257743170822,female,CFRA Equity Research,"('HBI', '2019 q2')",0.0
36931,NKE,2019 q2,2520,0.7012225287525345,Camilla Yanushevsky,0.6569278327093482,female,CFRA Equity Research,"('NKE', '2019 q2')",0.0
36932,PVH,2019 q2,2520,0.6461688409038704,Camilla Yanushevsky,0.5872333941405967,female,CFRA Equity Research,"('PVH', '2019 q2')",0.0
36933,RL,2019 q2,2520,0.6885843069328846,Camilla Yanushevsky,0.5308734656232478,female,CFRA Equity Research,"('RL', '2019 q2')",0.0
36934,TPR,2019 q2,2520,0.5361032763372506,Camilla Yanushevsky,0.4652977366095235,female,CFRA Equity Research,"('TPR', '2019 q2')",0.0
36935,UAA,2019 q2,2520,0.6582827677300906,Camilla Yanushevsky,0.6582827677300906,female,CFRA Equity Research,"('UAA', '2019 q2')",0.0
36936,VFC,2019 q2,2520,0.5848311167738641,Camilla Yanushevsky,0.5227598179847937,female,CFRA Equity Research,"('VFC', '2019 q2')",0.0
36937,HAS,2019 q2,2520,0.8121641931074883,"Mr. Michael A. Swartz, CFA",0.5458544154182667,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2019 q2')",0.0
36938,HAS,2019 q2,2520,0.8121641931074883,Jefferies Equity Research,0.8611391807605155,Not a person,Jefferies,"('HAS', '2019 q2')",0.03579431399703026
36939,HAS,2019 q2,2520,0.8121641931074883,Ms. Stephanie S. Wissink,0.5770313749577771,female,Jefferies,"('HAS', '2019 q2')",0.0
36940,HAS,2019 q2,2520,0.8121641931074883,Mr. Eric O. Handler,0.6235300314929164,male,MKM Partners,"('HAS', '2019 q2')",0.03333333507180214
36941,HBI,2019 q2,2520,0.7475143672700947,"Mr. Steven L. Marotta, CFA",0.4724535252681404,male,C.L. King & Associates,"('HBI', '2019 q2')",0.012106306850910187
36942,PVH,2019 q2,2520,0.6461688409038704,"Mr. Steven L. Marotta, CFA",0.2948843225193198,male,C.L. King & Associates,"('PVH', '2019 q2')",0.027866246178746223
36943,HBI,2019 q2,2520,0.7475143672700947,David Swartz,0.6710168763786105,male,"Morningstar, Inc.","('HBI', '2019 q2')",0.0
36944,NKE,2019 q2,2520,0.7012225287525345,David Swartz,0.6118257120926879,male,"Morningstar, Inc.","('NKE', '2019 q2')",0.011111111690600714
36945,PVH,2019 q2,2520,0.6461688409038704,David Swartz,0.5305814900649869,male,"Morningstar, Inc.","('PVH', '2019 q2')",0.0
36946,VFC,2019 q2,2520,0.5848311167738641,David Swartz,0.4992039551961938,male,"Morningstar, Inc.","('VFC', '2019 q2')",0.0
36947,HBI,2019 q2,2520,0.7475143672700947,Mr. Michael C. Binetti,0.6162168096022635,male,Credit Suisse,"('HBI', '2019 q2')",0.0
36948,NKE,2019 q2,2520,0.7012225287525345,Mr. Michael C. Binetti,0.5325358607348213,male,Credit Suisse,"('NKE', '2019 q2')",0.0
36949,RL,2019 q2,2520,0.6885843069328846,Mr. Michael C. Binetti,0.2651686401965834,male,Credit Suisse,"('RL', '2019 q2')",0.0
36950,TPR,2019 q2,2520,0.5361032763372506,Mr. Michael C. Binetti,0.4511084762078727,male,Credit Suisse,"('TPR', '2019 q2')",0.0
36951,LEG,2019 q2,2520,0.7231971193726692,Mr. Peter J. Keith,0.6194268181465409,male,Piper Sandler Companies,"('LEG', '2019 q2')",0.0
36952,LEG,2019 q2,2520,0.7231971193726692,Keith B. Hughes,0.5073892887967005,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2019 q2')",0.0
36953,MHK,2019 q2,2520,0.5173203014551001,Keith B. Hughes,0.246352398576211,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2019 q2')",0.0
36954,LEN,2019 q2,2520,0.5637316860027225,"Peter L. Martin, CFA",0.3135632655762634,male,JMP Securities,"('LEN', '2019 q2')",0.013523261062800884
36955,MHK,2019 q2,2520,0.5173203014551001,Mr. Alvaro Lacayo,0.281033676084373,male,Gabelli & Company,"('MHK', '2019 q2')",0.0
36956,MHK,2019 q2,2520,0.5173203014551001,"Mr. Michael Rehaut, CFA",0.145159677947515,male,JPMorgan,"('MHK', '2019 q2')",0.0
36957,MHK,2019 q2,2520,0.5173203014551001,Michael Dahl,0.2391003674519697,male,RBC Capital Markets,"('MHK', '2019 q2')",0.0
36958,PHM,2019 q2,2520,0.6310721721153578,Michael Dahl,0.3449860068886854,male,RBC Capital Markets,"('PHM', '2019 q2')",0.0
36959,WHR,2019 q2,2520,0.6096340271091505,Michael Dahl,0.4673919693869236,male,RBC Capital Markets,"('WHR', '2019 q2')",0.0
36960,MHK,2019 q2,2520,0.5173203014551001,"Philip H. Ng, CFA",0.2804712813746225,male,Jefferies,"('MHK', '2019 q2')",0.0
36961,NKE,2019 q2,2520,0.7012225287525345,Mr. Samuel Poser,0.6820141993806751,male,Susquehanna Financial Group LLLP,"('NKE', '2019 q2')",0.0
36962,VFC,2019 q2,2520,0.5848311167738641,Mr. Samuel Poser,0.4313414067872309,male,Susquehanna Financial Group LLLP,"('VFC', '2019 q2')",0.006943115033209324
36963,NKE,2019 q2,2520,0.7012225287525345,"Paul E. Trussell, CFA",0.8372464241135544,male,Deutsche Bank,"('NKE', '2019 q2')",0.0
36964,RL,2019 q2,2520,0.6885843069328846,"Paul E. Trussell, CFA",0.8515138213234711,male,Deutsche Bank,"('RL', '2019 q2')",0.0
36965,TPR,2019 q2,2520,0.5361032763372506,"Paul E. Trussell, CFA",0.5921168196531793,male,Deutsche Bank,"('TPR', '2019 q2')",0.0054293787106871605
36966,NKE,2019 q2,2520,0.7012225287525345,Ms. Lauren E. Cassel,0.3462738644406141,female,Morgan Stanley,"('NKE', '2019 q2')",0.0
36967,NKE,2019 q2,2520,0.7012225287525345,Erinn E. Murphy,0.434873299810552,female,Piper Sandler Companies,"('NKE', '2019 q2')",0.0
36968,PVH,2019 q2,2520,0.6461688409038704,Erinn E. Murphy,0.6028054132377629,female,Piper Sandler Companies,"('PVH', '2019 q2')",0.0
36969,RL,2019 q2,2520,0.6885843069328846,Erinn E. Murphy,0.4326692969943492,female,Piper Sandler Companies,"('RL', '2019 q2')",0.0
36970,TPR,2019 q2,2520,0.5361032763372506,Erinn E. Murphy,0.416141676334394,female,Piper Sandler Companies,"('TPR', '2019 q2')",0.0
36971,NKE,2019 q2,2520,0.7012225287525345,Mr. Robert S. Drbul,0.5084579467599796,male,Guggenheim Securities LLC,"('NKE', '2019 q2')",0.0
36972,RL,2019 q2,2520,0.6885843069328846,Mr. Robert S. Drbul,0.5640876238922098,male,Guggenheim Securities LLC,"('RL', '2019 q2')",0.0
36973,VFC,2019 q2,2520,0.5848311167738641,Mr. Robert S. Drbul,0.4333759074742135,male,Guggenheim Securities LLC,"('VFC', '2019 q2')",0.02678435482084751
36974,NKE,2019 q2,2520,0.7012225287525345,Mr. Mitch Kummetz,0.5905230286998229,male,Pivotal Research Group,"('NKE', '2019 q2')",0.03333333507180214
36975,VFC,2019 q2,2520,0.5848311167738641,Mr. Mitch Kummetz,0.6948192861983021,male,Pivotal Research Group,"('VFC', '2019 q2')",0.03333333507180214
36976,NKE,2019 q2,2520,0.7012225287525345,"Robert F. Ohmes, CFA",0.315753351995348,male,BofA Global Research,"('NKE', '2019 q2')",0.0
36977,NKE,2019 q2,2520,0.7012225287525345,Cristina Fernandez,0.2564159513511962,female,Telsey Advisory Group,"('NKE', '2019 q2')",0.0
36978,NKE,2019 q2,2520,0.7012225287525345,"Mr. John D. Kernan, CFA",0.2406055742069411,male,Cowen and Company,"('NKE', '2019 q2')",0.0
36979,PVH,2019 q2,2520,0.6461688409038704,"Mr. John D. Kernan, CFA",0.1945264870625089,male,Cowen and Company,"('PVH', '2019 q2')",0.0
36980,VFC,2019 q2,2520,0.5848311167738641,"Mr. John D. Kernan, CFA",0.2123195837209331,male,Cowen and Company,"('VFC', '2019 q2')",0.0
36981,NWL,2019 q2,2520,0.7205604489690556,"Olivia Tong, CFA",0.559370615323398,female,BofA Global Research,"('NWL', '2019 q2')",0.0
36982,NWL,2019 q2,2520,0.7205604489690556,Mr. Rupesh Parikh,0.5558515221363979,male,"Oppenheimer & Co., Inc.","('NWL', '2019 q2')",0.0
36983,NWL,2019 q2,2520,0.7205604489690556,Ms. Lauren R. Lieberman,0.3233110680312264,female,Barclays,"('NWL', '2019 q2')",0.0
36984,NWL,2019 q2,2520,0.7205604489690556,"Kevin M. Grundy, CPA",0.4559264141563958,male,Jefferies,"('NWL', '2019 q2')",0.0
36985,NWL,2019 q2,2520,0.7205604489690556,Mr. Steve Powers,0.9278979061435324,male,Deutsche Bank,"('NWL', '2019 q2')",0.0
36986,PVH,2019 q2,2520,0.6461688409038704,Tiffany Kanaga,0.9160205579313496,female,Deutsche Bank,"('PVH', '2019 q2')",0.0
36987,PVH,2019 q2,2520,0.6461688409038704,Kate Fitzsimons,0.2333091474791063,female,RBC Capital Markets,"('PVH', '2019 q2')",0.0
36988,RL,2019 q2,2520,0.6885843069328846,Kate Fitzsimons,0.2486666328215065,female,RBC Capital Markets,"('RL', '2019 q2')",0.0
36989,PVH,2019 q2,2520,0.6461688409038704,Heather Balsky,0.4397766676536222,female,BofA Global Research,"('PVH', '2019 q2')",0.0
36990,RL,2019 q2,2520,0.6885843069328846,Heather Balsky,0.4403745177273801,female,BofA Global Research,"('RL', '2019 q2')",0.0
36991,PVH,2019 q2,2520,0.6461688409038704,Mr. Omar R. Saad,0.436381080068614,male,EVERCORE ISI,"('PVH', '2019 q2')",0.03842732682824135
36992,RL,2019 q2,2520,0.6885843069328846,Mr. Omar R. Saad,0.476359797131359,male,EVERCORE ISI,"('RL', '2019 q2')",0.041106417775154114
36993,TPR,2019 q2,2520,0.5361032763372506,Mr. Omar R. Saad,0.3268353898810399,male,EVERCORE ISI,"('TPR', '2019 q2')",0.03405160456895828
36994,PVH,2019 q2,2520,0.6461688409038704,"Kimberly C. Greenberger, CFA",0.1717916601316661,female,Morgan Stanley,"('PVH', '2019 q2')",0.0
36995,RL,2019 q2,2520,0.6885843069328846,Research Department,0.4012116899895521,Not a person,Trefis,"('RL', '2019 q2')",0.0
36996,RL,2019 q2,2520,0.6885843069328846,Erin Lash,0.7183578939378249,female,"Morningstar, Inc.","('RL', '2019 q2')",0.0
36997,TPR,2019 q2,2520,0.5361032763372506,Erin Lash,0.7825249030403613,female,"Morningstar, Inc.","('TPR', '2019 q2')",0.0
36998,TPR,2019 q2,2520,0.5361032763372506,Ms. Dana L. Telsey,0.2379904798792085,female,Telsey Advisory Group,"('TPR', '2019 q2')",0.01401450609167417
36999,TPR,2019 q2,2520,0.5361032763372506,Adrienne Y. Yih,0.1564503427163148,female,Wolfe Research,"('TPR', '2019 q2')",0.00917142629623413
37000,TPR,2019 q2,2520,0.5361032763372506,Mr. Camilo R. Lyon,0.2288315716085646,male,Canaccord Genuity,"('TPR', '2019 q2')",0.0
37001,UAA,2019 q2,2520,0.6582827677300906,Mr. Camilo R. Lyon,0.6582827677300906,male,Canaccord Genuity,"('UAA', '2019 q2')",0.006820847280323505
37002,VFC,2019 q2,2520,0.5848311167738641,Mr. Camilo R. Lyon,0.411343392605325,male,Canaccord Genuity,"('VFC', '2019 q2')",0.014217671938240528
37003,TPR,2019 q2,2520,0.5361032763372506,"Lorraine C. Hutchinson, CFA",0.3059972833958819,female,BofA Global Research,"('TPR', '2019 q2')",0.0
37004,VFC,2019 q2,2520,0.5848311167738641,Mr. Christopher Svezia,0.5037431034862705,male,Wedbush Securities Inc.,"('VFC', '2019 q2')",0.0
37005,WHR,2019 q2,2520,0.6096340271091505,"Curtis Nagle, CFA",0.4642229023060556,male,BofA Global Research,"('WHR', '2019 q2')",0.0
37006,DHI,2019 q3,2520,0.7449730203694587,"Jack G. Micenko, Jr",0.6752975370076933,male,Susquehanna Financial Group LLLP,"('DHI', '2019 q3')",0.0
37007,PHM,2019 q3,2520,0.6728689121765199,"Jack G. Micenko, Jr",0.6913953139349365,male,Susquehanna Financial Group LLLP,"('PHM', '2019 q3')",0.0
37008,DHI,2019 q3,2520,0.7449730203694587,"Mr. Kenneth M. Leon, CPA",0.6748282948639109,male,CFRA Equity Research,"('DHI', '2019 q3')",0.0
37009,LEG,2019 q3,2520,0.6617408681137762,"Mr. Kenneth M. Leon, CPA",0.6505643827558624,male,CFRA Equity Research,"('LEG', '2019 q3')",0.0
37010,LEN,2019 q3,2520,0.0,"Mr. Kenneth M. Leon, CPA",,male,CFRA Equity Research,"('LEN', '2019 q3')",0.0
37011,MHK,2019 q3,2520,0.4979709449727898,"Mr. Kenneth M. Leon, CPA",0.6429901484711972,male,CFRA Equity Research,"('MHK', '2019 q3')",0.0
37012,NVR,2019 q3,2520,0.7026263537787396,"Mr. Kenneth M. Leon, CPA",0.7029448309813879,male,CFRA Equity Research,"('NVR', '2019 q3')",0.0
37013,NWL,2019 q3,2520,0.6868573229033537,"Mr. Kenneth M. Leon, CPA",0.8945064076488665,male,CFRA Equity Research,"('NWL', '2019 q3')",0.0
37014,PHM,2019 q3,2520,0.6728689121765199,"Mr. Kenneth M. Leon, CPA",0.6802634706467938,male,CFRA Equity Research,"('PHM', '2019 q3')",0.0
37015,WHR,2019 q3,2520,0.6568959713227809,"Mr. Kenneth M. Leon, CPA",0.8138409748553337,male,CFRA Equity Research,"('WHR', '2019 q3')",0.0
37016,DHI,2019 q3,2520,0.7449730203694587,Mr. Jay McCanless,0.6133936520001326,male,Wedbush Securities Inc.,"('DHI', '2019 q3')",0.0
37017,PHM,2019 q3,2520,0.6728689121765199,Mr. Jay McCanless,0.5002536422963604,male,Wedbush Securities Inc.,"('PHM', '2019 q3')",0.0
37018,DHI,2019 q3,2520,0.7449730203694587,Mr. Rohit Seth,0.4788125429878255,male,SunTrust Robinson Humphrey Capital Markets,"('DHI', '2019 q3')",0.0
37019,DHI,2019 q3,2520,0.7449730203694587,"John Lovallo, II",0.6687641005484172,male,BofA Global Research,"('DHI', '2019 q3')",0.0
37020,MHK,2019 q3,2520,0.4979709449727898,"John Lovallo, II",0.5791616422802499,male,BofA Global Research,"('MHK', '2019 q3')",0.0
37021,NVR,2019 q3,2520,0.7026263537787396,"John Lovallo, II",0.6694624051053778,male,BofA Global Research,"('NVR', '2019 q3')",0.0
37022,DHI,2019 q3,2520,0.7449730203694587,Brian Bernard,0.8616558899306421,male,"Morningstar, Inc.","('DHI', '2019 q3')",0.0
37023,MHK,2019 q3,2520,0.4979709449727898,Brian Bernard,0.6853168527000404,male,"Morningstar, Inc.","('MHK', '2019 q3')",0.0
37024,NVR,2019 q3,2520,0.7026263537787396,Brian Bernard,0.8630804475685463,male,"Morningstar, Inc.","('NVR', '2019 q3')",0.0
37025,PHM,2019 q3,2520,0.6728689121765199,Brian Bernard,0.7203800686473617,male,"Morningstar, Inc.","('PHM', '2019 q3')",0.0
37026,GRMN,2019 q3,2520,0.6187131344359181,Mr. Seth Sherwood,0.7262305008410156,male,"Morningstar, Inc.","('GRMN', '2019 q3')",0.0
37027,GRMN,2019 q3,2520,0.6187131344359181,Mr. Robert M. Spingarn,0.4032408022960415,male,Credit Suisse,"('GRMN', '2019 q3')",0.0
37028,GRMN,2019 q3,2520,0.6187131344359181,"Ms. Angelo Zino, CFA",0.7624713332850523,female,CFRA Equity Research,"('GRMN', '2019 q3')",0.0
37029,GRMN,2019 q3,2520,0.6187131344359181,Erik Woodring,0.461110267432575,male,Morgan Stanley,"('GRMN', '2019 q3')",0.0
37030,GRMN,2019 q3,2520,0.6187131344359181,Mr. Charles L. Anderson,0.3402193616949145,male,Colliers Securities,"('GRMN', '2019 q3')",0.0
37031,GRMN,2019 q3,2520,0.6187131344359181,Ronald J. J. Epstein,0.4573890071571267,male,BofA Global Research,"('GRMN', '2019 q3')",0.0
37032,HAS,2019 q3,2520,0.706453645003643,Camilla Yanushevsky,0.6620091233775001,female,CFRA Equity Research,"('HAS', '2019 q3')",0.0
37033,HBI,2019 q3,2520,0.7174345978075961,Camilla Yanushevsky,0.6612523999744281,female,CFRA Equity Research,"('HBI', '2019 q3')",0.0
37034,PVH,2019 q3,2520,0.5849113897417024,Camilla Yanushevsky,0.6129962279919744,female,CFRA Equity Research,"('PVH', '2019 q3')",0.0
37035,RL,2019 q3,2520,0.6556784095943216,Camilla Yanushevsky,0.5068955921091121,female,CFRA Equity Research,"('RL', '2019 q3')",0.0
37036,TPR,2019 q3,2520,0.4737199992970037,Camilla Yanushevsky,0.4518621194965395,female,CFRA Equity Research,"('TPR', '2019 q3')",0.0
37037,VFC,2019 q3,2520,0.6276681908034788,Camilla Yanushevsky,0.4947925923022064,female,CFRA Equity Research,"('VFC', '2019 q3')",0.0
37038,HAS,2019 q3,2520,0.706453645003643,Mr. Eric O. Handler,0.5468841940425363,male,MKM Partners,"('HAS', '2019 q3')",0.057091185823082924
37039,HAS,2019 q3,2520,0.706453645003643,SADIF Research,0.9623132581586082,Not a person,Sadif Analytics Prime,"('HAS', '2019 q3')",0.9304109811782837
37040,PHM,2019 q3,2520,0.6728689121765199,SADIF Research,0.9881812745323864,Not a person,Sadif Analytics Prime,"('PHM', '2019 q3')",0.9717143177986145
37041,RL,2019 q3,2520,0.6556784095943216,SADIF Research,0.974649596917522,Not a person,Sadif Analytics Prime,"('RL', '2019 q3')",0.9149224758148193
37042,HAS,2019 q3,2520,0.706453645003643,"Ms. Jaime M. M. Katz, CFA",0.7256057556518816,female,"Morningstar, Inc.","('HAS', '2019 q3')",0.0
37043,HAS,2019 q3,2520,0.706453645003643,Ms. Stephanie S. Wissink,0.4466029835252406,female,Jefferies,"('HAS', '2019 q3')",0.0
37044,HAS,2019 q3,2520,0.706453645003643,"Mr. Michael A. Swartz, CFA",0.3546713619676091,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2019 q3')",0.0
37045,HBI,2019 q3,2520,0.7174345978075961,David Swartz,0.6781784361014648,male,"Morningstar, Inc.","('HBI', '2019 q3')",0.0
37046,NKE,2019 q3,2520,0.5608047198335113,David Swartz,0.5196604334374827,male,"Morningstar, Inc.","('NKE', '2019 q3')",0.03333333507180214
37047,PVH,2019 q3,2520,0.5849113897417024,David Swartz,0.5503088004185445,male,"Morningstar, Inc.","('PVH', '2019 q3')",0.0
37048,RL,2019 q3,2520,0.6556784095943216,David Swartz,0.4499364475226898,male,"Morningstar, Inc.","('RL', '2019 q3')",0.0
37049,TPR,2019 q3,2520,0.4737199992970037,David Swartz,0.4060913447855775,male,"Morningstar, Inc.","('TPR', '2019 q3')",0.01666666753590107
37050,UAA,2019 q3,2520,0.620833521447119,David Swartz,0.730080339192869,male,"Morningstar, Inc.","('UAA', '2019 q3')",0.0036508009458581605
37051,VFC,2019 q3,2520,0.6276681908034788,David Swartz,0.7940015390358646,male,"Morningstar, Inc.","('VFC', '2019 q3')",0.0
37052,HBI,2019 q3,2520,0.7174345978075961,Tiffany Kanaga,0.6856168094567526,female,Deutsche Bank,"('HBI', '2019 q3')",0.03333333507180214
37053,HBI,2019 q3,2520,0.7174345978075961,Heather Balsky,0.5689192245639848,female,BofA Global Research,"('HBI', '2019 q3')",0.0
37054,RL,2019 q3,2520,0.6556784095943216,Heather Balsky,0.4339995261228672,female,BofA Global Research,"('RL', '2019 q3')",0.0
37055,HBI,2019 q3,2520,0.7174345978075961,"Mr. John D. Kernan, CFA",0.6603114916815204,male,Cowen and Company,"('HBI', '2019 q3')",0.0
37056,NKE,2019 q3,2520,0.5608047198335113,"Mr. John D. Kernan, CFA",0.4386376208939525,male,Cowen and Company,"('NKE', '2019 q3')",0.0
37057,RL,2019 q3,2520,0.6556784095943216,"Mr. John D. Kernan, CFA",0.6420895489138562,male,Cowen and Company,"('RL', '2019 q3')",0.0
37058,UAA,2019 q3,2520,0.620833521447119,"Mr. John D. Kernan, CFA",0.6268067604072856,male,Cowen and Company,"('UAA', '2019 q3')",0.0
37059,VFC,2019 q3,2520,0.6276681908034788,"Mr. John D. Kernan, CFA",0.267975130731216,male,Cowen and Company,"('VFC', '2019 q3')",0.0
37060,LEG,2019 q3,2520,0.6617408681137762,Keith B. Hughes,0.5007645282268323,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2019 q3')",0.0
37061,MHK,2019 q3,2520,0.4979709449727898,Keith B. Hughes,0.259661131402874,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2019 q3')",0.0
37062,LEG,2019 q3,2520,0.6617408681137762,Mr. Peter J. Keith,0.7490267423910769,male,Piper Sandler Companies,"('LEG', '2019 q3')",0.0
37063,MHK,2019 q3,2520,0.4979709449727898,Mr. Alvaro Lacayo,0.2490665338353015,male,Gabelli & Company,"('MHK', '2019 q3')",0.009326967410743237
37064,MHK,2019 q3,2520,0.4979709449727898,"Mr. Michael Rehaut, CFA",0.1634996673244012,male,JPMorgan,"('MHK', '2019 q3')",0.0
37065,MHK,2019 q3,2520,0.4979709449727898,Michael Dahl,0.2905804071190864,male,RBC Capital Markets,"('MHK', '2019 q3')",0.0
37066,PHM,2019 q3,2520,0.6728689121765199,Michael Dahl,0.3345140715479919,male,RBC Capital Markets,"('PHM', '2019 q3')",0.0
37067,WHR,2019 q3,2520,0.6568959713227809,Michael Dahl,0.5332059925513783,male,RBC Capital Markets,"('WHR', '2019 q3')",0.0
37068,MHK,2019 q3,2520,0.4979709449727898,Mr. Stephen S. Kim,0.2400026462377846,male,EVERCORE ISI,"('MHK', '2019 q3')",0.0
37069,NVR,2019 q3,2520,0.7026263537787396,Mr. Stephen S. Kim,0.4693285768002097,male,EVERCORE ISI,"('NVR', '2019 q3')",0.0
37070,PHM,2019 q3,2520,0.6728689121765199,Mr. Stephen S. Kim,0.3397671969195872,male,EVERCORE ISI,"('PHM', '2019 q3')",0.013836439698934555
37071,MHK,2019 q3,2520,0.4979709449727898,Matthew A. Bouley,0.2150608604792398,male,Barclays,"('MHK', '2019 q3')",0.0
37072,PHM,2019 q3,2520,0.6728689121765199,Matthew A. Bouley,0.3341509558032239,male,Barclays,"('PHM', '2019 q3')",0.017625493928790092
37073,NKE,2019 q3,2520,0.5608047198335113,"Robert F. Ohmes, CFA",0.3062017083155988,male,BofA Global Research,"('NKE', '2019 q3')",0.0
37074,UAA,2019 q3,2520,0.620833521447119,"Robert F. Ohmes, CFA",0.4148871210798238,male,BofA Global Research,"('UAA', '2019 q3')",0.0
37075,VFC,2019 q3,2520,0.6276681908034788,"Robert F. Ohmes, CFA",0.2939959901038039,male,BofA Global Research,"('VFC', '2019 q3')",0.0
37076,NKE,2019 q3,2520,0.5608047198335113,Mr. Christopher Svezia,0.2701917193363576,male,Wedbush Securities Inc.,"('NKE', '2019 q3')",0.0
37077,VFC,2019 q3,2520,0.6276681908034788,Mr. Christopher Svezia,0.5182581686340644,male,Wedbush Securities Inc.,"('VFC', '2019 q3')",0.008448852226138115
37078,NKE,2019 q3,2520,0.5608047198335113,"Brian W. Nagel, CFA",0.2476545817062403,male,"Oppenheimer & Co., Inc.","('NKE', '2019 q3')",0.0
37079,TPR,2019 q3,2520,0.4737199992970037,"Brian W. Nagel, CFA",0.2208912029403101,male,"Oppenheimer & Co., Inc.","('TPR', '2019 q3')",0.0
37080,UAA,2019 q3,2520,0.620833521447119,"Brian W. Nagel, CFA",0.3265034329141858,male,"Oppenheimer & Co., Inc.","('UAA', '2019 q3')",0.018495935946702957
37081,NKE,2019 q3,2520,0.5608047198335113,"Kimberly C. Greenberger, CFA",0.212536835679897,female,Morgan Stanley,"('NKE', '2019 q3')",0.0
37082,PVH,2019 q3,2520,0.5849113897417024,"Kimberly C. Greenberger, CFA",0.4072381214583427,female,Morgan Stanley,"('PVH', '2019 q3')",0.0
37083,TPR,2019 q3,2520,0.4737199992970037,"Kimberly C. Greenberger, CFA",0.2755398477037794,female,Morgan Stanley,"('TPR', '2019 q3')",0.0
37084,NKE,2019 q3,2520,0.5608047198335113,Mr. Omar R. Saad,0.3292092398270947,male,EVERCORE ISI,"('NKE', '2019 q3')",0.029357627034187317
37085,TPR,2019 q3,2520,0.4737199992970037,Mr. Omar R. Saad,0.1868821940380979,male,EVERCORE ISI,"('TPR', '2019 q3')",0.0
37086,NKE,2019 q3,2520,0.5608047198335113,Mr. Mitch Kummetz,0.5196604334374826,male,Pivotal Research Group,"('NKE', '2019 q3')",0.03333333507180214
37087,VFC,2019 q3,2520,0.6276681908034788,Mr. Mitch Kummetz,0.6512548711337096,male,Pivotal Research Group,"('VFC', '2019 q3')",0.03333333507180214
37088,NKE,2019 q3,2520,0.5608047198335113,Mr. Randal J. Konik,0.2688847451912355,male,Jefferies,"('NKE', '2019 q3')",0.0
37089,TPR,2019 q3,2520,0.4737199992970037,Mr. Randal J. Konik,0.149977295348853,male,Jefferies,"('TPR', '2019 q3')",0.0
37090,NKE,2019 q3,2520,0.5608047198335113,Mr. Samuel Poser,0.7314314200409032,male,Susquehanna Financial Group LLLP,"('NKE', '2019 q3')",0.0
37091,UAA,2019 q3,2520,0.620833521447119,Mr. Samuel Poser,0.7513933973352623,male,Susquehanna Financial Group LLLP,"('UAA', '2019 q3')",0.0
37092,VFC,2019 q3,2520,0.6276681908034788,Mr. Samuel Poser,0.3544888834076136,male,Susquehanna Financial Group LLLP,"('VFC', '2019 q3')",0.0
37093,NKE,2019 q3,2520,0.5608047198335113,"Paul E. Trussell, CFA",0.797337512296455,male,Deutsche Bank,"('NKE', '2019 q3')",0.0
37094,RL,2019 q3,2520,0.6556784095943216,"Paul E. Trussell, CFA",0.8736203897550266,male,Deutsche Bank,"('RL', '2019 q3')",0.0
37095,TPR,2019 q3,2520,0.4737199992970037,"Paul E. Trussell, CFA",0.849644159077859,male,Deutsche Bank,"('TPR', '2019 q3')",0.011647081933915615
37096,NKE,2019 q3,2520,0.5608047198335113,Mr. Michael C. Binetti,0.2618048688976123,male,Credit Suisse,"('NKE', '2019 q3')",0.0
37097,RL,2019 q3,2520,0.6556784095943216,Mr. Michael C. Binetti,0.4320550883895178,male,Credit Suisse,"('RL', '2019 q3')",0.0
37098,TPR,2019 q3,2520,0.4737199992970037,Mr. Michael C. Binetti,0.1747415524511796,male,Credit Suisse,"('TPR', '2019 q3')",0.0
37099,NKE,2019 q3,2520,0.5608047198335113,Erinn E. Murphy,0.3634066914377957,female,Piper Sandler Companies,"('NKE', '2019 q3')",0.0
37100,PVH,2019 q3,2520,0.5849113897417024,Erinn E. Murphy,0.5604591255097848,female,Piper Sandler Companies,"('PVH', '2019 q3')",0.0
37101,RL,2019 q3,2520,0.6556784095943216,Erinn E. Murphy,0.412861381378763,female,Piper Sandler Companies,"('RL', '2019 q3')",0.008923950605094433
37102,TPR,2019 q3,2520,0.4737199992970037,Erinn E. Murphy,0.2445999995914964,female,Piper Sandler Companies,"('TPR', '2019 q3')",0.0
37103,VFC,2019 q3,2520,0.6276681908034788,Erinn E. Murphy,0.2462080883158754,female,Piper Sandler Companies,"('VFC', '2019 q3')",0.009084736928343773
37104,NKE,2019 q3,2520,0.5608047198335113,Cristina Fernandez,0.1924639624740275,female,Telsey Advisory Group,"('NKE', '2019 q3')",0.0
37105,UAA,2019 q3,2520,0.620833521447119,Cristina Fernandez,0.3648919250930859,female,Telsey Advisory Group,"('UAA', '2019 q3')",0.0
37106,NKE,2019 q3,2520,0.5608047198335113,Mr. Robert S. Drbul,0.4037639702740502,male,Guggenheim Securities LLC,"('NKE', '2019 q3')",0.0
37107,RL,2019 q3,2520,0.6556784095943216,Mr. Robert S. Drbul,0.390146798358899,male,Guggenheim Securities LLC,"('RL', '2019 q3')",0.0
37108,TPR,2019 q3,2520,0.4737199992970037,Mr. Robert S. Drbul,0.3612075376211892,male,Guggenheim Securities LLC,"('TPR', '2019 q3')",0.0
37109,NVR,2019 q3,2520,0.7026263537787396,"Carl E. Reichardt, Jr.",0.4562431522312105,male,BTIG,"('NVR', '2019 q3')",0.0
37110,PHM,2019 q3,2520,0.6728689121765199,"Carl E. Reichardt, Jr.",0.2540483995339466,male,BTIG,"('PHM', '2019 q3')",0.0
37111,NWL,2019 q3,2520,0.6868573229033537,"Kevin M. Grundy, CPA",0.3546931615852946,male,Jefferies,"('NWL', '2019 q3')",0.0
37112,NWL,2019 q3,2520,0.6868573229033537,"Mr. William B. Chappell, CFA",0.3332792925876229,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2019 q3')",0.00966482050716877
37113,NWL,2019 q3,2520,0.6868573229033537,Ms. Lauren R. Lieberman,0.3118284047361507,female,Barclays,"('NWL', '2019 q3')",0.0
37114,NWL,2019 q3,2520,0.6868573229033537,"Olivia Tong, CFA",0.7442348615637714,female,BofA Global Research,"('NWL', '2019 q3')",0.01641221158206463
37115,NWL,2019 q3,2520,0.6868573229033537,Mr. Rupesh Parikh,0.4393055732097469,male,"Oppenheimer & Co., Inc.","('NWL', '2019 q3')",0.0
37116,NWL,2019 q3,2520,0.6868573229033537,Mr. Nik Modi,0.6410907569467162,male,RBC Capital Markets,"('NWL', '2019 q3')",0.03333333507180214
37117,NWL,2019 q3,2520,0.6868573229033537,Mr. Steve Powers,0.905341888219126,male,Deutsche Bank,"('NWL', '2019 q3')",0.0
37118,NWL,2019 q3,2520,0.6868573229033537,"Mr. Dara W. Mohsenian, CFA",0.3476526954964252,male,Morgan Stanley,"('NWL', '2019 q3')",0.0
37119,RL,2019 q3,2520,0.6556784095943216,Research Department,0.3383221254798537,Not a person,Trefis,"('RL', '2019 q3')",0.0
37120,RL,2019 q3,2520,0.6556784095943216,Kate Fitzsimons,0.2610749549183072,female,RBC Capital Markets,"('RL', '2019 q3')",0.01666666753590107
37121,VFC,2019 q3,2520,0.6276681908034788,Kate Fitzsimons,0.2446977947589521,female,RBC Capital Markets,"('VFC', '2019 q3')",0.01666666753590107
37122,RL,2019 q3,2520,0.6556784095943216,Ms. Dana L. Telsey,0.2255051679465824,female,Telsey Advisory Group,"('RL', '2019 q3')",0.011335110291838646
37123,TPR,2019 q3,2520,0.4737199992970037,Ms. Dana L. Telsey,0.3997549370390039,female,Telsey Advisory Group,"('TPR', '2019 q3')",0.020195256918668747
37124,VFC,2019 q3,2520,0.6276681908034788,Ms. Dana L. Telsey,0.5923052389831315,female,Telsey Advisory Group,"('VFC', '2019 q3')",0.0
37125,TPR,2019 q3,2520,0.4737199992970037,Adrienne Y. Yih,0.1731966157994596,female,Wolfe Research,"('TPR', '2019 q3')",0.028346706181764603
37126,TPR,2019 q3,2520,0.4737199992970037,Mr. Erwan Rambourg,0.2020583911164679,male,HSBC,"('TPR', '2019 q3')",0.011379245668649673
37127,TPR,2019 q3,2520,0.4737199992970037,"Lorraine C. Hutchinson, CFA",0.4914870086571315,female,BofA Global Research,"('TPR', '2019 q3')",0.012162469327449799
37128,TPR,2019 q3,2520,0.4737199992970037,"Mr. Oliver Chen, CFA",0.2061354064615771,male,Cowen and Company,"('TPR', '2019 q3')",0.0
37129,TPR,2019 q3,2520,0.4737199992970037,"Ms. Roxanne F. Meyer, CFA",0.2347457199645949,female,MKM Partners,"('TPR', '2019 q3')",0.05726189911365509
37130,UAA,2019 q3,2520,0.620833521447119,Ms. Lauren E. Cassel,0.365012485204587,female,Morgan Stanley,"('UAA', '2019 q3')",0.0
37131,VFC,2019 q3,2520,0.6276681908034788,Mr. James C. West,0.7621524311250745,male,EVERCORE ISI,"('VFC', '2019 q3')",0.0
37132,WHR,2019 q3,2520,0.6568959713227809,"Curtis Nagle, CFA",0.5325842386380727,male,BofA Global Research,"('WHR', '2019 q3')",0.0
37133,DHI,2019 q4,2520,0.5612957720601806,Michael Dahl,0.3957636043820025,male,RBC Capital Markets,"('DHI', '2019 q4')",0.0
37134,LEN,2019 q4,2520,0.6789993344772671,Michael Dahl,0.5087025782836309,male,RBC Capital Markets,"('LEN', '2019 q4')",0.012468712870031595
37135,MHK,2019 q4,2520,0.4168569779510742,Michael Dahl,0.2997237507197834,male,RBC Capital Markets,"('MHK', '2019 q4')",0.0
37136,PHM,2019 q4,2520,0.5918564338952368,Michael Dahl,0.2699778724113074,male,RBC Capital Markets,"('PHM', '2019 q4')",0.0
37137,WHR,2019 q4,2520,0.5415579961332029,Michael Dahl,0.345911542028981,male,RBC Capital Markets,"('WHR', '2019 q4')",0.0
37138,DHI,2019 q4,2520,0.5612957720601806,Mr. Rohit Seth,0.296629105243065,male,SunTrust Robinson Humphrey Capital Markets,"('DHI', '2019 q4')",0.011252482421696186
37139,DHI,2019 q4,2520,0.5612957720601806,"Mr. Kenneth M. Leon, CPA",0.6414748827601681,male,CFRA Equity Research,"('DHI', '2019 q4')",0.010226433631032705
37140,LEG,2019 q4,2520,0.764662861471229,"Mr. Kenneth M. Leon, CPA",0.641904830844826,male,CFRA Equity Research,"('LEG', '2019 q4')",0.0
37141,LEN,2019 q4,2520,0.6789993344772671,"Mr. Kenneth M. Leon, CPA",0.6793096483453986,male,CFRA Equity Research,"('LEN', '2019 q4')",0.0
37142,MHK,2019 q4,2520,0.4168569779510742,"Mr. Kenneth M. Leon, CPA",0.5639498101191891,male,CFRA Equity Research,"('MHK', '2019 q4')",0.0
37143,NVR,2019 q4,2520,0.6448037864424143,"Mr. Kenneth M. Leon, CPA",0.76879856762288,male,CFRA Equity Research,"('NVR', '2019 q4')",0.0
37144,NWL,2019 q4,2520,0.6101374103305995,"Mr. Kenneth M. Leon, CPA",0.8528240007452603,male,CFRA Equity Research,"('NWL', '2019 q4')",0.0
37145,PHM,2019 q4,2520,0.5918564338952368,"Mr. Kenneth M. Leon, CPA",0.6558498706462318,male,CFRA Equity Research,"('PHM', '2019 q4')",0.0
37146,WHR,2019 q4,2520,0.5415579961332029,"Mr. Kenneth M. Leon, CPA",0.7492772506958578,male,CFRA Equity Research,"('WHR', '2019 q4')",0.0
37147,DHI,2019 q4,2520,0.5612957720601806,"Peter L. Martin, CFA",0.4252647785535423,male,JMP Securities,"('DHI', '2019 q4')",0.0
37148,DHI,2019 q4,2520,0.5612957720601806,Brian Bernard,0.6727705633361489,male,"Morningstar, Inc.","('DHI', '2019 q4')",0.0
37149,MHK,2019 q4,2520,0.4168569779510742,Brian Bernard,0.6744371694292554,male,"Morningstar, Inc.","('MHK', '2019 q4')",0.0
37150,NVR,2019 q4,2520,0.6448037864424143,Brian Bernard,0.6836646161938421,male,"Morningstar, Inc.","('NVR', '2019 q4')",0.0
37151,PHM,2019 q4,2520,0.5918564338952368,Brian Bernard,0.7047011475984922,male,"Morningstar, Inc.","('PHM', '2019 q4')",0.0
37152,GRMN,2019 q4,2520,0.6619977795091512,Mr. Seth Sherwood,0.7297735120325347,male,"Morningstar, Inc.","('GRMN', '2019 q4')",0.0
37153,GRMN,2019 q4,2520,0.6619977795091512,"Ms. Angelo Zino, CFA",0.771781489654379,female,CFRA Equity Research,"('GRMN', '2019 q4')",0.0
37154,GRMN,2019 q4,2520,0.6619977795091512,Mr. Charles L. Anderson,0.4642044018272507,male,Colliers Securities,"('GRMN', '2019 q4')",0.0
37155,GRMN,2019 q4,2520,0.6619977795091512,Ronald J. J. Epstein,0.4667150877024034,male,BofA Global Research,"('GRMN', '2019 q4')",0.0
37156,GRMN,2019 q4,2520,0.6619977795091512,Erik Woodring,0.5140317509532439,male,Morgan Stanley,"('GRMN', '2019 q4')",0.0
37157,HAS,2019 q4,2520,0.5536776788622003,Camilla Yanushevsky,0.6001345987543911,female,CFRA Equity Research,"('HAS', '2019 q4')",0.0
37158,NKE,2019 q4,2520,0.6214732925312376,Camilla Yanushevsky,0.6390437652048339,female,CFRA Equity Research,"('NKE', '2019 q4')",0.0
37159,PVH,2019 q4,2520,0.7111190428879626,Camilla Yanushevsky,0.6219207116186435,female,CFRA Equity Research,"('PVH', '2019 q4')",0.0
37160,RL,2019 q4,2520,0.5321093399427611,Camilla Yanushevsky,0.4741044937842569,female,CFRA Equity Research,"('RL', '2019 q4')",0.0
37161,TPR,2019 q4,2520,0.4782704005373944,Camilla Yanushevsky,0.4183658298338302,female,CFRA Equity Research,"('TPR', '2019 q4')",0.011111111690600714
37162,UAA,2019 q4,2520,0.6654236029968206,Camilla Yanushevsky,0.5576847763183158,female,CFRA Equity Research,"('UAA', '2019 q4')",0.0
37163,VFC,2019 q4,2520,0.6242105133257836,Camilla Yanushevsky,0.5587810398889349,female,CFRA Equity Research,"('VFC', '2019 q4')",0.0
37164,HAS,2019 q4,2520,0.5536776788622003,Ms. Stephanie S. Wissink,0.3656961748955153,female,Jefferies,"('HAS', '2019 q4')",0.0
37165,HAS,2019 q4,2520,0.5536776788622003,"Ms. Jaime M. M. Katz, CFA",0.7475785119477313,female,"Morningstar, Inc.","('HAS', '2019 q4')",0.0
37166,HAS,2019 q4,2520,0.5536776788622003,Mr. Eric O. Handler,0.373141297888713,male,MKM Partners,"('HAS', '2019 q4')",0.029473151080310345
37167,HAS,2019 q4,2520,0.5536776788622003,"Mr. Michael A. Swartz, CFA",0.3052373679808486,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2019 q4')",0.0
37168,HBI,2019 q4,2520,0.7852824802988264,SADIF Research,0.9938481565076436,Not a person,Sadif Analytics Prime,"('HBI', '2019 q4')",0.9488095045089722
37169,LEG,2019 q4,2520,0.764662861471229,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LEG', '2019 q4')",0.9797213077545166
37170,PVH,2019 q4,2520,0.7111190428879626,SADIF Research,0.977854360226335,Not a person,Sadif Analytics Prime,"('PVH', '2019 q4')",0.9611548781394958
37171,HBI,2019 q4,2520,0.7852824802988264,Tiffany Kanaga,0.6698538555059138,female,Deutsche Bank,"('HBI', '2019 q4')",0.0
37172,PVH,2019 q4,2520,0.7111190428879626,Tiffany Kanaga,0.8649008691691581,female,Deutsche Bank,"('PVH', '2019 q4')",0.0
37173,HBI,2019 q4,2520,0.7852824802988264,David Swartz,0.8432449784646441,male,"Morningstar, Inc.","('HBI', '2019 q4')",0.01666666753590107
37174,NKE,2019 q4,2520,0.6214732925312376,David Swartz,0.7818315821116929,male,"Morningstar, Inc.","('NKE', '2019 q4')",0.0
37175,PVH,2019 q4,2520,0.7111190428879626,David Swartz,0.6235278917734214,male,"Morningstar, Inc.","('PVH', '2019 q4')",0.03333333507180214
37176,RL,2019 q4,2520,0.5321093399427611,David Swartz,0.3716155536399637,male,"Morningstar, Inc.","('RL', '2019 q4')",0.022222223381201427
37177,TPR,2019 q4,2520,0.4782704005373944,David Swartz,0.3583046352681575,male,"Morningstar, Inc.","('TPR', '2019 q4')",0.011111111690600714
37178,UAA,2019 q4,2520,0.6654236029968206,David Swartz,0.6340396623046641,male,"Morningstar, Inc.","('UAA', '2019 q4')",0.0
37179,VFC,2019 q4,2520,0.6242105133257836,David Swartz,0.4883591335565288,male,"Morningstar, Inc.","('VFC', '2019 q4')",0.0
37180,HBI,2019 q4,2520,0.7852824802988264,"Mr. Ike Boruchow, Jr",0.5187570619921894,male,"Wells Fargo Securities, LLC","('HBI', '2019 q4')",0.0
37181,PVH,2019 q4,2520,0.7111190428879626,"Mr. Ike Boruchow, Jr",0.3189920345870446,male,"Wells Fargo Securities, LLC","('PVH', '2019 q4')",0.0
37182,RL,2019 q4,2520,0.5321093399427611,"Mr. Ike Boruchow, Jr",0.1663061767073019,male,"Wells Fargo Securities, LLC","('RL', '2019 q4')",0.0
37183,TPR,2019 q4,2520,0.4782704005373944,"Mr. Ike Boruchow, Jr",0.1207227752185964,male,"Wells Fargo Securities, LLC","('TPR', '2019 q4')",0.0
37184,HBI,2019 q4,2520,0.7852824802988264,Heather Balsky,0.5884442236599159,female,BofA Global Research,"('HBI', '2019 q4')",0.008203839883208275
37185,PVH,2019 q4,2520,0.7111190428879626,Heather Balsky,0.2741565805796009,female,BofA Global Research,"('PVH', '2019 q4')",0.0
37186,RL,2019 q4,2520,0.5321093399427611,Heather Balsky,0.4096188477450191,female,BofA Global Research,"('RL', '2019 q4')",0.0
37187,LEG,2019 q4,2520,0.764662861471229,Keith B. Hughes,0.5386692596217392,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2019 q4')",0.0
37188,MHK,2019 q4,2520,0.4168569779510742,Keith B. Hughes,0.1327445892143838,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2019 q4')",0.0
37189,LEG,2019 q4,2520,0.764662861471229,Mr. Peter J. Keith,0.6882345095895992,male,Piper Sandler Companies,"('LEG', '2019 q4')",0.0
37190,LEN,2019 q4,2520,0.6789993344772671,Mr. Jay McCanless,0.4439292589830236,male,Wedbush Securities Inc.,"('LEN', '2019 q4')",0.0
37191,PHM,2019 q4,2520,0.5918564338952368,Mr. Jay McCanless,0.468893536963017,male,Wedbush Securities Inc.,"('PHM', '2019 q4')",0.0
37192,LEN,2019 q4,2520,0.6789993344772671,"Jack G. Micenko, Jr",0.7209806745272009,male,Susquehanna Financial Group LLLP,"('LEN', '2019 q4')",0.0
37193,PHM,2019 q4,2520,0.5918564338952368,"Jack G. Micenko, Jr",0.5699126767250811,male,Susquehanna Financial Group LLLP,"('PHM', '2019 q4')",0.0
37194,LEN,2019 q4,2520,0.6789993344772671,"John Lovallo, II",0.6316326300256715,male,BofA Global Research,"('LEN', '2019 q4')",0.0
37195,NVR,2019 q4,2520,0.6448037864424143,"John Lovallo, II",0.5582957806526766,male,BofA Global Research,"('NVR', '2019 q4')",0.02429803367704153
37196,PHM,2019 q4,2520,0.5918564338952368,"John Lovallo, II",0.689494517021863,male,BofA Global Research,"('PHM', '2019 q4')",0.01894635707139969
37197,LEN,2019 q4,2520,0.6789993344772671,Mr. Stephen S. Kim,0.5548748001714406,male,EVERCORE ISI,"('LEN', '2019 q4')",0.0
37198,MHK,2019 q4,2520,0.4168569779510742,Mr. Stephen S. Kim,0.2510522276339783,male,EVERCORE ISI,"('MHK', '2019 q4')",0.0
37199,NVR,2019 q4,2520,0.6448037864424143,Mr. Stephen S. Kim,0.4745200757518616,male,EVERCORE ISI,"('NVR', '2019 q4')",0.0
37200,PHM,2019 q4,2520,0.5918564338952368,Mr. Stephen S. Kim,0.2547603886976602,male,EVERCORE ISI,"('PHM', '2019 q4')",0.0
37201,MHK,2019 q4,2520,0.4168569779510742,Matthew A. Bouley,0.1582438125144406,male,Barclays,"('MHK', '2019 q4')",0.0
37202,PHM,2019 q4,2520,0.5918564338952368,Matthew A. Bouley,0.2286470455660222,male,Barclays,"('PHM', '2019 q4')",0.022631045430898666
37203,MHK,2019 q4,2520,0.4168569779510742,"Mr. Michael Rehaut, CFA",0.1530977337256333,male,JPMorgan,"('MHK', '2019 q4')",0.0
37204,MHK,2019 q4,2520,0.4168569779510742,Mr. Alvaro Lacayo,0.2386536714801412,male,Gabelli & Company,"('MHK', '2019 q4')",0.0
37205,WHR,2019 q4,2520,0.5415579961332029,Mr. Alvaro Lacayo,0.3124631867533746,male,Gabelli & Company,"('WHR', '2019 q4')",0.0
37206,MHK,2019 q4,2520,0.4168569779510742,Seldon Clarke,0.2315576233040413,male,Deutsche Bank,"('MHK', '2019 q4')",0.0
37207,WHR,2019 q4,2520,0.5415579961332029,Seldon Clarke,0.3942144353390434,male,Deutsche Bank,"('WHR', '2019 q4')",0.0
37208,NKE,2019 q4,2520,0.6214732925312376,Mr. Robert S. Drbul,0.4347189618542332,male,Guggenheim Securities LLC,"('NKE', '2019 q4')",0.0
37209,PVH,2019 q4,2520,0.7111190428879626,Mr. Robert S. Drbul,0.4476858195404598,male,Guggenheim Securities LLC,"('PVH', '2019 q4')",0.0
37210,RL,2019 q4,2520,0.5321093399427611,Mr. Robert S. Drbul,0.4498984473405163,male,Guggenheim Securities LLC,"('RL', '2019 q4')",0.0
37211,TPR,2019 q4,2520,0.4782704005373944,Mr. Robert S. Drbul,0.3001566250864618,male,Guggenheim Securities LLC,"('TPR', '2019 q4')",0.0
37212,VFC,2019 q4,2520,0.6242105133257836,Mr. Robert S. Drbul,0.4952088889145615,male,Guggenheim Securities LLC,"('VFC', '2019 q4')",0.0
37213,NKE,2019 q4,2520,0.6214732925312376,Mr. Omar R. Saad,0.3687029279254002,male,EVERCORE ISI,"('NKE', '2019 q4')",0.022223277017474174
37214,PVH,2019 q4,2520,0.7111190428879626,Mr. Omar R. Saad,0.4603293334442228,male,EVERCORE ISI,"('PVH', '2019 q4')",0.030909910798072815
37215,RL,2019 q4,2520,0.5321093399427611,Mr. Omar R. Saad,0.258161607805447,male,EVERCORE ISI,"('RL', '2019 q4')",0.0
37216,TPR,2019 q4,2520,0.4782704005373944,Mr. Omar R. Saad,0.2702592036699154,male,EVERCORE ISI,"('TPR', '2019 q4')",0.01861384231597185
37217,VFC,2019 q4,2520,0.6242105133257836,Mr. Omar R. Saad,0.3169684151685723,male,EVERCORE ISI,"('VFC', '2019 q4')",0.017064662650227547
37218,NKE,2019 q4,2520,0.6214732925312376,"Paul E. Trussell, CFA",0.831627165111904,male,Deutsche Bank,"('NKE', '2019 q4')",0.0
37219,RL,2019 q4,2520,0.5321093399427611,"Paul E. Trussell, CFA",0.7800941589197248,male,Deutsche Bank,"('RL', '2019 q4')",0.0
37220,TPR,2019 q4,2520,0.4782704005373944,"Paul E. Trussell, CFA",0.8833849309510095,male,Deutsche Bank,"('TPR', '2019 q4')",0.018549976870417595
37221,VFC,2019 q4,2520,0.6242105133257836,"Paul E. Trussell, CFA",0.3872696656603738,male,Deutsche Bank,"('VFC', '2019 q4')",0.0
37222,NKE,2019 q4,2520,0.6214732925312376,"Robert F. Ohmes, CFA",0.3470974832473473,male,BofA Global Research,"('NKE', '2019 q4')",0.02830168604850769
37223,UAA,2019 q4,2520,0.6654236029968206,"Robert F. Ohmes, CFA",0.4065476191214057,male,BofA Global Research,"('UAA', '2019 q4')",0.0
37224,NKE,2019 q4,2520,0.6214732925312376,"Brian W. Nagel, CFA",0.2333962231892976,male,"Oppenheimer & Co., Inc.","('NKE', '2019 q4')",0.025562968105077744
37225,NKE,2019 q4,2520,0.6214732925312376,Mr. Mitch Kummetz,0.577933965228953,male,Pivotal Research Group,"('NKE', '2019 q4')",0.03333333507180214
37226,UAA,2019 q4,2520,0.6654236029968206,Mr. Mitch Kummetz,0.4893770536114247,male,Pivotal Research Group,"('UAA', '2019 q4')",0.03333333507180214
37227,VFC,2019 q4,2520,0.6242105133257836,Mr. Mitch Kummetz,0.5204629335523521,male,Pivotal Research Group,"('VFC', '2019 q4')",0.03333333507180214
37228,NKE,2019 q4,2520,0.6214732925312376,Mr. Samuel Poser,0.492753291833939,male,Susquehanna Financial Group LLLP,"('NKE', '2019 q4')",0.0
37229,UAA,2019 q4,2520,0.6654236029968206,Mr. Samuel Poser,0.7471834627763722,male,Susquehanna Financial Group LLLP,"('UAA', '2019 q4')",0.0
37230,VFC,2019 q4,2520,0.6242105133257836,Mr. Samuel Poser,0.6198629752402784,male,Susquehanna Financial Group LLLP,"('VFC', '2019 q4')",0.0161362886428833
37231,NKE,2019 q4,2520,0.6214732925312376,"Kimberly C. Greenberger, CFA",0.3626418122948048,female,Morgan Stanley,"('NKE', '2019 q4')",0.0
37232,PVH,2019 q4,2520,0.7111190428879626,"Kimberly C. Greenberger, CFA",0.3078624403546295,female,Morgan Stanley,"('PVH', '2019 q4')",0.0
37233,TPR,2019 q4,2520,0.4782704005373944,"Kimberly C. Greenberger, CFA",0.3084176421255732,female,Morgan Stanley,"('TPR', '2019 q4')",0.0
37234,UAA,2019 q4,2520,0.6654236029968206,"Kimberly C. Greenberger, CFA",0.3568416945732254,female,Morgan Stanley,"('UAA', '2019 q4')",0.0
37235,NKE,2019 q4,2520,0.6214732925312376,Mr. Christopher Svezia,0.3982523994840819,male,Wedbush Securities Inc.,"('NKE', '2019 q4')",0.008638865314424038
37236,VFC,2019 q4,2520,0.6242105133257836,Mr. Christopher Svezia,0.5329036229324307,male,Wedbush Securities Inc.,"('VFC', '2019 q4')",0.0
37237,NKE,2019 q4,2520,0.6214732925312376,Mr. Georgios Pilakoutas,0.3397651355376468,male,Exane BNP Paribas,"('NKE', '2019 q4')",0.0
37238,NKE,2019 q4,2520,0.6214732925312376,"Mr. Tom Nikic, CFA",0.2186233800460029,male,"Wells Fargo Securities, LLC","('NKE', '2019 q4')",0.0
37239,UAA,2019 q4,2520,0.6654236029968206,"Mr. Tom Nikic, CFA",0.4320056246599556,male,"Wells Fargo Securities, LLC","('UAA', '2019 q4')",0.0
37240,NKE,2019 q4,2520,0.6214732925312376,Mr. Michael C. Binetti,0.4355971207482384,male,Credit Suisse,"('NKE', '2019 q4')",0.013838524930179119
37241,PVH,2019 q4,2520,0.7111190428879626,Mr. Michael C. Binetti,0.4961586408959368,male,Credit Suisse,"('PVH', '2019 q4')",0.0
37242,RL,2019 q4,2520,0.5321093399427611,Mr. Michael C. Binetti,0.382254620069075,male,Credit Suisse,"('RL', '2019 q4')",0.0
37243,TPR,2019 q4,2520,0.4782704005373944,Mr. Michael C. Binetti,0.2676453245659969,male,Credit Suisse,"('TPR', '2019 q4')",0.0
37244,NKE,2019 q4,2520,0.6214732925312376,Erinn E. Murphy,0.4064574747408057,female,Piper Sandler Companies,"('NKE', '2019 q4')",0.0
37245,PVH,2019 q4,2520,0.7111190428879626,Erinn E. Murphy,0.6327681331038366,female,Piper Sandler Companies,"('PVH', '2019 q4')",0.0
37246,RL,2019 q4,2520,0.5321093399427611,Erinn E. Murphy,0.3218736118700547,female,Piper Sandler Companies,"('RL', '2019 q4')",0.0
37247,TPR,2019 q4,2520,0.4782704005373944,Erinn E. Murphy,0.3782462339812614,female,Piper Sandler Companies,"('TPR', '2019 q4')",0.02718791924417019
37248,VFC,2019 q4,2520,0.6242105133257836,Erinn E. Murphy,0.2733609985510488,female,Piper Sandler Companies,"('VFC', '2019 q4')",0.0
37249,NKE,2019 q4,2520,0.6214732925312376,Cristina Fernandez,0.2212714597748877,female,Telsey Advisory Group,"('NKE', '2019 q4')",0.0
37250,UAA,2019 q4,2520,0.6654236029968206,Cristina Fernandez,0.3954511539336325,female,Telsey Advisory Group,"('UAA', '2019 q4')",0.0
37251,NVR,2019 q4,2520,0.6448037864424143,"Carl E. Reichardt, Jr.",0.3684688355889028,male,BTIG,"('NVR', '2019 q4')",0.0
37252,PHM,2019 q4,2520,0.5918564338952368,"Carl E. Reichardt, Jr.",0.274217921476939,male,BTIG,"('PHM', '2019 q4')",0.0
37253,NWL,2019 q4,2520,0.6101374103305995,"Kevin M. Grundy, CPA",0.2951095747698989,male,Jefferies,"('NWL', '2019 q4')",0.0
37254,NWL,2019 q4,2520,0.6101374103305995,"Mr. William B. Chappell, CFA",0.4314232082366142,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2019 q4')",0.00738024665042758
37255,NWL,2019 q4,2520,0.6101374103305995,"Olivia Tong, CFA",0.4484696791352543,female,BofA Global Research,"('NWL', '2019 q4')",0.0
37256,NWL,2019 q4,2520,0.6101374103305995,Ms. Lauren R. Lieberman,0.4692410796083364,female,Barclays,"('NWL', '2019 q4')",0.0
37257,NWL,2019 q4,2520,0.6101374103305995,Mr. Rupesh Parikh,0.4350376803426498,male,"Oppenheimer & Co., Inc.","('NWL', '2019 q4')",0.04409023001790047
37258,NWL,2019 q4,2520,0.6101374103305995,"Mr. Dara W. Mohsenian, CFA",0.338836215517923,male,Morgan Stanley,"('NWL', '2019 q4')",0.0
37259,NWL,2019 q4,2520,0.6101374103305995,Mr. Nik Modi,0.6236521554237521,male,RBC Capital Markets,"('NWL', '2019 q4')",0.03333333507180214
37260,PVH,2019 q4,2520,0.7111190428879626,Ms. Adrienne Y. Yih,0.7533610173657764,female,Barclays,"('PVH', '2019 q4')",0.0
37261,PVH,2019 q4,2520,0.7111190428879626,Kate Fitzsimons,0.336635150214836,female,RBC Capital Markets,"('PVH', '2019 q4')",0.01666666753590107
37262,RL,2019 q4,2520,0.5321093399427611,Kate Fitzsimons,0.2175677571227508,female,RBC Capital Markets,"('RL', '2019 q4')",0.0
37263,VFC,2019 q4,2520,0.6242105133257836,Kate Fitzsimons,0.5204629335523521,female,RBC Capital Markets,"('VFC', '2019 q4')",0.03333333507180214
37264,RL,2019 q4,2520,0.5321093399427611,"Mr. John D. Kernan, CFA",0.419336518672061,male,Cowen and Company,"('RL', '2019 q4')",0.0
37265,UAA,2019 q4,2520,0.6654236029968206,"Mr. John D. Kernan, CFA",0.7225532879726724,male,Cowen and Company,"('UAA', '2019 q4')",0.0
37266,VFC,2019 q4,2520,0.6242105133257836,"Mr. John D. Kernan, CFA",0.3045185073236389,male,Cowen and Company,"('VFC', '2019 q4')",0.0
37267,RL,2019 q4,2520,0.5321093399427611,Research Department,0.3099424649740406,Not a person,Trefis,"('RL', '2019 q4')",0.0
37268,TPR,2019 q4,2520,0.4782704005373944,Research Department,0.1969344817068628,Not a person,Trefis,"('TPR', '2019 q4')",0.011803437024354935
37269,TPR,2019 q4,2520,0.4782704005373944,"Mr. Oliver Chen, CFA",0.3635767462555485,male,Cowen and Company,"('TPR', '2019 q4')",0.0
37270,TPR,2019 q4,2520,0.4782704005373944,Ms. Alexis Cooper,0.1087470566308751,female,HSBC,"('TPR', '2019 q4')",0.011852439492940903
37271,TPR,2019 q4,2520,0.4782704005373944,"Lorraine C. Hutchinson, CFA",0.2136355190813651,female,BofA Global Research,"('TPR', '2019 q4')",0.0
37272,TPR,2019 q4,2520,0.4782704005373944,Ms. Dana L. Telsey,0.3495608626182175,female,Telsey Advisory Group,"('TPR', '2019 q4')",0.0
37273,VFC,2019 q4,2520,0.6242105133257836,Ms. Dana L. Telsey,0.3596912969079474,female,Telsey Advisory Group,"('VFC', '2019 q4')",0.0
37274,UAA,2019 q4,2520,0.6654236029968206,"Ms. Sharon M. Zackfia, CFA",0.4893770536114247,female,William Blair & Company,"('UAA', '2019 q4')",0.03333333507180214
37275,VFC,2019 q4,2520,0.6242105133257836,Mr. James C. West,0.6088897954232024,male,EVERCORE ISI,"('VFC', '2019 q4')",0.0
37276,WHR,2019 q4,2520,0.5415579961332029,"Curtis Nagle, CFA",0.5312465776018525,male,BofA Global Research,"('WHR', '2019 q4')",0.0
37277,DHI,2020 q1,2520,0.6519537249661825,"Carl E. Reichardt, Jr.",0.3748106506265008,male,BTIG,"('DHI', '2020 q1')",0.0
37278,LEN,2020 q1,2520,0.5024545775403587,"Carl E. Reichardt, Jr.",0.2490023440170393,male,BTIG,"('LEN', '2020 q1')",0.0
37279,NVR,2020 q1,2520,0.6231096601330219,"Carl E. Reichardt, Jr.",0.3399947323231183,male,BTIG,"('NVR', '2020 q1')",0.0
37280,PHM,2020 q1,2520,0.6000336530484269,"Carl E. Reichardt, Jr.",0.3126981974179084,male,BTIG,"('PHM', '2020 q1')",0.0
37281,DHI,2020 q1,2520,0.6519537249661825,"Jack G. Micenko, Jr",0.6120379844679584,male,Susquehanna Financial Group LLLP,"('DHI', '2020 q1')",0.0
37282,PHM,2020 q1,2520,0.6000336530484269,"Jack G. Micenko, Jr",0.6190059923220752,male,Susquehanna Financial Group LLLP,"('PHM', '2020 q1')",0.0
37283,DHI,2020 q1,2520,0.6519537249661825,Matthew A. Bouley,0.4313232450268546,male,Barclays,"('DHI', '2020 q1')",0.010020521469414234
37284,LEN,2020 q1,2520,0.5024545775403587,Matthew A. Bouley,0.3284997537390525,male,Barclays,"('LEN', '2020 q1')",0.02166082989424467
37285,PHM,2020 q1,2520,0.6000336530484269,Matthew A. Bouley,0.2524486772240147,male,Barclays,"('PHM', '2020 q1')",0.03177810460329056
37286,DHI,2020 q1,2520,0.6519537249661825,"John Lovallo, II",0.6369108442328724,male,BofA Global Research,"('DHI', '2020 q1')",0.03333333507180214
37287,MHK,2020 q1,2520,0.5342726493208001,"John Lovallo, II",0.5992750818229476,male,BofA Global Research,"('MHK', '2020 q1')",0.0
37288,NVR,2020 q1,2520,0.6231096601330219,"John Lovallo, II",0.5483011948301172,male,BofA Global Research,"('NVR', '2020 q1')",0.01715465821325779
37289,PHM,2020 q1,2520,0.6000336530484269,"John Lovallo, II",0.5875066560014459,male,BofA Global Research,"('PHM', '2020 q1')",0.027289897203445435
37290,DHI,2020 q1,2520,0.6519537249661825,Brian Bernard,0.6268110274462634,male,"Morningstar, Inc.","('DHI', '2020 q1')",0.0
37291,LEN,2020 q1,2520,0.5024545775403587,Brian Bernard,0.5987930736121928,male,"Morningstar, Inc.","('LEN', '2020 q1')",0.0
37292,MHK,2020 q1,2520,0.5342726493208001,Brian Bernard,0.7283733071513769,male,"Morningstar, Inc.","('MHK', '2020 q1')",0.0
37293,NVR,2020 q1,2520,0.6231096601330219,Brian Bernard,0.7593967403842032,male,"Morningstar, Inc.","('NVR', '2020 q1')",0.0
37294,PHM,2020 q1,2520,0.6000336530484269,Brian Bernard,0.7248490802642517,male,"Morningstar, Inc.","('PHM', '2020 q1')",0.0
37295,DHI,2020 q1,2520,0.6519537249661825,Mr. Rohit Seth,0.6845359784222941,male,SunTrust Robinson Humphrey Capital Markets,"('DHI', '2020 q1')",0.013403141871094704
37296,GRMN,2020 q1,2520,0.76082627368967,Mr. Robert M. Spingarn,0.4869083241679947,male,Credit Suisse,"('GRMN', '2020 q1')",0.004430912124613921
37297,GRMN,2020 q1,2520,0.76082627368967,Mr. Seth Sherwood,0.6109952641473001,male,"Morningstar, Inc.","('GRMN', '2020 q1')",0.0
37298,GRMN,2020 q1,2520,0.76082627368967,SADIF Research,0.981744339385836,Not a person,Sadif Analytics Prime,"('GRMN', '2020 q1')",0.9551944732666016
37299,HBI,2020 q1,2520,0.7803984792704053,SADIF Research,0.9957801891600044,Not a person,Sadif Analytics Prime,"('HBI', '2020 q1')",0.9462869167327881
37300,LEG,2020 q1,2520,0.8183691126622755,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LEG', '2020 q1')",0.97247713804245
37301,PVH,2020 q1,2520,0.7218118316699346,SADIF Research,0.9713465055699292,Not a person,Sadif Analytics Prime,"('PVH', '2020 q1')",0.9701227843761444
37302,GRMN,2020 q1,2520,0.76082627368967,Ronald J. J. Epstein,0.6066830205085987,male,BofA Global Research,"('GRMN', '2020 q1')",0.0
37303,GRMN,2020 q1,2520,0.76082627368967,"Ms. Angelo Zino, CFA",0.8273866868910484,female,CFRA Equity Research,"('GRMN', '2020 q1')",0.0
37304,GRMN,2020 q1,2520,0.76082627368967,Julie Bhusal Sharma,0.5749261591290786,female,"Morningstar, Inc.","('GRMN', '2020 q1')",0.0
37305,GRMN,2020 q1,2520,0.76082627368967,Erik Woodring,0.6000891502031798,male,Morgan Stanley,"('GRMN', '2020 q1')",0.0
37306,GRMN,2020 q1,2520,0.76082627368967,Mr. Charles L. Anderson,0.5034068483051222,male,Colliers Securities,"('GRMN', '2020 q1')",0.01275598257780075
37307,HAS,2020 q1,2520,0.5352841754951527,"Ms. Jaime M. M. Katz, CFA",0.6226014607217424,female,"Morningstar, Inc.","('HAS', '2020 q1')",0.0
37308,HAS,2020 q1,2520,0.5352841754951527,Camilla Yanushevsky,0.6664370640627367,female,CFRA Equity Research,"('HAS', '2020 q1')",0.0
37309,HBI,2020 q1,2520,0.7803984792704053,Camilla Yanushevsky,0.7145278869861864,female,CFRA Equity Research,"('HBI', '2020 q1')",0.0
37310,NKE,2020 q1,2520,0.5883042065431239,Camilla Yanushevsky,0.6271357350565088,female,CFRA Equity Research,"('NKE', '2020 q1')",0.0
37311,RL,2020 q1,2520,0.5588843849859514,Camilla Yanushevsky,0.4998646388005719,female,CFRA Equity Research,"('RL', '2020 q1')",0.0
37312,TPR,2020 q1,2520,0.4012944938930857,Camilla Yanushevsky,0.4231116631163175,female,CFRA Equity Research,"('TPR', '2020 q1')",0.0
37313,UAA,2020 q1,2520,0.5586684736849328,Camilla Yanushevsky,0.5374698746649335,female,CFRA Equity Research,"('UAA', '2020 q1')",0.0
37314,VFC,2020 q1,2520,0.5916272028988889,Camilla Yanushevsky,0.4935074594926349,female,CFRA Equity Research,"('VFC', '2020 q1')",0.0
37315,HAS,2020 q1,2520,0.5352841754951527,Mr. Eric O. Handler,0.4448770372869451,male,MKM Partners,"('HAS', '2020 q1')",0.0
37316,HAS,2020 q1,2520,0.5352841754951527,Bryan Goldberg,0.3363462576735359,male,BofA Global Research,"('HAS', '2020 q1')",0.0
37317,HAS,2020 q1,2520,0.5352841754951527,"Timothy A. Conder, CPA",0.3420470813374358,male,"Wells Fargo Securities, LLC","('HAS', '2020 q1')",0.0
37318,HAS,2020 q1,2520,0.5352841754951527,"Mr. Michael A. Swartz, CFA",0.2476007072075232,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2020 q1')",0.006089460104703903
37319,HBI,2020 q1,2520,0.7803984792704053,Ms. Adrienne Y. Yih,0.5282502187602136,female,Barclays,"('HBI', '2020 q1')",0.0
37320,NKE,2020 q1,2520,0.5883042065431239,Ms. Adrienne Y. Yih,0.2434895491155992,female,Barclays,"('NKE', '2020 q1')",0.009395405882969499
37321,PVH,2020 q1,2520,0.7218118316699346,Ms. Adrienne Y. Yih,0.5832316612868733,female,Barclays,"('PVH', '2020 q1')",0.0
37322,RL,2020 q1,2520,0.5588843849859514,Ms. Adrienne Y. Yih,0.2971376289573412,female,Barclays,"('RL', '2020 q1')",0.0
37323,TPR,2020 q1,2520,0.4012944938930857,Ms. Adrienne Y. Yih,0.3207451695796303,female,Barclays,"('TPR', '2020 q1')",0.0
37324,UAA,2020 q1,2520,0.5586684736849328,Ms. Adrienne Y. Yih,0.3298034967588429,female,Barclays,"('UAA', '2020 q1')",0.0
37325,VFC,2020 q1,2520,0.5916272028988889,Ms. Adrienne Y. Yih,0.1568128030252143,female,Barclays,"('VFC', '2020 q1')",0.0
37326,HBI,2020 q1,2520,0.7803984792704053,David Swartz,0.8725953604784029,male,"Morningstar, Inc.","('HBI', '2020 q1')",0.01666666753590107
37327,NKE,2020 q1,2520,0.5883042065431239,David Swartz,0.5771855315103445,male,"Morningstar, Inc.","('NKE', '2020 q1')",0.011111111690600714
37328,PVH,2020 q1,2520,0.7218118316699346,David Swartz,0.6960964914060193,male,"Morningstar, Inc.","('PVH', '2020 q1')",0.0
37329,RL,2020 q1,2520,0.5588843849859514,David Swartz,0.7218305237516255,male,"Morningstar, Inc.","('RL', '2020 q1')",0.011111111690600714
37330,TPR,2020 q1,2520,0.4012944938930857,David Swartz,0.35607537713,male,"Morningstar, Inc.","('TPR', '2020 q1')",0.0
37331,UAA,2020 q1,2520,0.5586684736849328,David Swartz,0.5929199081799366,male,"Morningstar, Inc.","('UAA', '2020 q1')",0.0
37332,VFC,2020 q1,2520,0.5916272028988889,David Swartz,0.3860074144302187,male,"Morningstar, Inc.","('VFC', '2020 q1')",0.011111111690600714
37333,HBI,2020 q1,2520,0.7803984792704053,Tiffany Kanaga,0.8692375908165882,female,Deutsche Bank,"('HBI', '2020 q1')",0.0
37334,PVH,2020 q1,2520,0.7218118316699346,Tiffany Kanaga,0.8817935890168318,female,Deutsche Bank,"('PVH', '2020 q1')",0.0
37335,HBI,2020 q1,2520,0.7803984792704053,Mr. Michael C. Binetti,0.6136749198196273,male,Credit Suisse,"('HBI', '2020 q1')",0.0
37336,NKE,2020 q1,2520,0.5883042065431239,Mr. Michael C. Binetti,0.290119957376843,male,Credit Suisse,"('NKE', '2020 q1')",0.0
37337,PVH,2020 q1,2520,0.7218118316699346,Mr. Michael C. Binetti,0.6034354171882182,male,Credit Suisse,"('PVH', '2020 q1')",0.014916840940713882
37338,RL,2020 q1,2520,0.5588843849859514,Mr. Michael C. Binetti,0.3543386395114002,male,Credit Suisse,"('RL', '2020 q1')",0.0
37339,TPR,2020 q1,2520,0.4012944938930857,Mr. Michael C. Binetti,0.3742232947375015,male,Credit Suisse,"('TPR', '2020 q1')",0.0
37340,UAA,2020 q1,2520,0.5586684736849328,Mr. Michael C. Binetti,0.4635843326342312,male,Credit Suisse,"('UAA', '2020 q1')",0.0
37341,VFC,2020 q1,2520,0.5916272028988889,Mr. Michael C. Binetti,0.3279404718191117,male,Credit Suisse,"('VFC', '2020 q1')",0.0
37342,HBI,2020 q1,2520,0.7803984792704053,Mr. Omar R. Saad,0.4340537979034739,male,EVERCORE ISI,"('HBI', '2020 q1')",0.026753004640340805
37343,NKE,2020 q1,2520,0.5883042065431239,Mr. Omar R. Saad,0.2916146985320998,male,EVERCORE ISI,"('NKE', '2020 q1')",0.0
37344,RL,2020 q1,2520,0.5588843849859514,Mr. Omar R. Saad,0.2442903070462294,male,EVERCORE ISI,"('RL', '2020 q1')",0.024136293679475784
37345,TPR,2020 q1,2520,0.4012944938930857,Mr. Omar R. Saad,0.2356220374345847,male,EVERCORE ISI,"('TPR', '2020 q1')",0.03136022388935089
37346,UAA,2020 q1,2520,0.5586684736849328,Mr. Omar R. Saad,0.1986213281110623,male,EVERCORE ISI,"('UAA', '2020 q1')",0.02767772600054741
37347,VFC,2020 q1,2520,0.5916272028988889,Mr. Omar R. Saad,0.2812698267280157,male,EVERCORE ISI,"('VFC', '2020 q1')",0.01926611177623272
37348,HBI,2020 q1,2520,0.7803984792704053,Carla Casella,0.4344269759198226,female,JPMorgan Econ & FI,"('HBI', '2020 q1')",0.0
37349,HBI,2020 q1,2520,0.7803984792704053,"Mr. Ike Boruchow, Jr",0.4966176894493975,male,"Wells Fargo Securities, LLC","('HBI', '2020 q1')",0.0
37350,RL,2020 q1,2520,0.5588843849859514,"Mr. Ike Boruchow, Jr",0.1515722470792864,male,"Wells Fargo Securities, LLC","('RL', '2020 q1')",0.0
37351,TPR,2020 q1,2520,0.4012944938930857,"Mr. Ike Boruchow, Jr",0.0998959875733191,male,"Wells Fargo Securities, LLC","('TPR', '2020 q1')",0.0
37352,VFC,2020 q1,2520,0.5916272028988889,"Mr. Ike Boruchow, Jr",0.1468354520175889,male,"Wells Fargo Securities, LLC","('VFC', '2020 q1')",0.0
37353,LEG,2020 q1,2520,0.8183691126622755,"Mr. Kenneth M. Leon, CPA",0.7169500260880489,male,CFRA Equity Research,"('LEG', '2020 q1')",0.0
37354,LEN,2020 q1,2520,0.5024545775403587,"Mr. Kenneth M. Leon, CPA",0.6432392859320624,male,CFRA Equity Research,"('LEN', '2020 q1')",0.0
37355,MHK,2020 q1,2520,0.5342726493208001,"Mr. Kenneth M. Leon, CPA",0.6341406769367002,male,CFRA Equity Research,"('MHK', '2020 q1')",0.0
37356,NVR,2020 q1,2520,0.6231096601330219,"Mr. Kenneth M. Leon, CPA",0.7744627327232847,male,CFRA Equity Research,"('NVR', '2020 q1')",0.0
37357,NWL,2020 q1,2520,0.6657950809036379,"Mr. Kenneth M. Leon, CPA",0.8942002963692413,male,CFRA Equity Research,"('NWL', '2020 q1')",0.0
37358,PHM,2020 q1,2520,0.6000336530484269,"Mr. Kenneth M. Leon, CPA",0.6707493101004481,male,CFRA Equity Research,"('PHM', '2020 q1')",0.0
37359,WHR,2020 q1,2520,0.7129892961160205,"Mr. Kenneth M. Leon, CPA",0.8359901407917145,male,CFRA Equity Research,"('WHR', '2020 q1')",0.0
37360,LEG,2020 q1,2520,0.8183691126622755,Keith B. Hughes,0.5988851680157206,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2020 q1')",0.0
37361,MHK,2020 q1,2520,0.5342726493208001,Keith B. Hughes,0.2810453106761785,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2020 q1')",0.0
37362,LEG,2020 q1,2520,0.8183691126622755,Mr. Peter J. Keith,0.795633110037552,male,Piper Sandler Companies,"('LEG', '2020 q1')",0.0
37363,LEN,2020 q1,2520,0.5024545775403587,Mr. Stephen S. Kim,0.2768110086271206,male,EVERCORE ISI,"('LEN', '2020 q1')",0.010845117270946503
37364,MHK,2020 q1,2520,0.5342726493208001,Mr. Stephen S. Kim,0.2878075892969984,male,EVERCORE ISI,"('MHK', '2020 q1')",0.0
37365,NVR,2020 q1,2520,0.6231096601330219,Mr. Stephen S. Kim,0.4129633710535707,male,EVERCORE ISI,"('NVR', '2020 q1')",0.0
37366,PHM,2020 q1,2520,0.6000336530484269,Mr. Stephen S. Kim,0.452516737745218,male,EVERCORE ISI,"('PHM', '2020 q1')",0.0
37367,LEN,2020 q1,2520,0.5024545775403587,Mr. Truman A. Patterson,0.2948571330483271,male,"Wells Fargo Securities, LLC","('LEN', '2020 q1')",0.0
37368,MHK,2020 q1,2520,0.5342726493208001,Mr. Truman A. Patterson,0.2438702544099669,male,"Wells Fargo Securities, LLC","('MHK', '2020 q1')",0.0
37369,NVR,2020 q1,2520,0.6231096601330219,Mr. Truman A. Patterson,0.3358404661995344,male,"Wells Fargo Securities, LLC","('NVR', '2020 q1')",0.0
37370,PHM,2020 q1,2520,0.6000336530484269,Mr. Truman A. Patterson,0.308604266941374,male,"Wells Fargo Securities, LLC","('PHM', '2020 q1')",0.0
37371,LEN,2020 q1,2520,0.5024545775403587,Michael Dahl,0.3157548473110417,male,RBC Capital Markets,"('LEN', '2020 q1')",0.0
37372,PHM,2020 q1,2520,0.6000336530484269,Michael Dahl,0.233869420818455,male,RBC Capital Markets,"('PHM', '2020 q1')",0.0
37373,WHR,2020 q1,2520,0.7129892961160205,Michael Dahl,0.6196068378905774,male,RBC Capital Markets,"('WHR', '2020 q1')",0.0
37374,LEN,2020 q1,2520,0.5024545775403587,Mr. Jay McCanless,0.3787573876324557,male,Wedbush Securities Inc.,"('LEN', '2020 q1')",0.0
37375,PHM,2020 q1,2520,0.6000336530484269,Mr. Jay McCanless,0.4000442830558881,male,Wedbush Securities Inc.,"('PHM', '2020 q1')",0.0
37376,MHK,2020 q1,2520,0.5342726493208001,"Mr. Michael Rehaut, CFA",0.2025394087214455,male,JPMorgan,"('MHK', '2020 q1')",0.007952415384352207
37377,NKE,2020 q1,2520,0.5883042065431239,"Mr. John D. Kernan, CFA",0.5247953543080042,male,Cowen and Company,"('NKE', '2020 q1')",0.0
37378,RL,2020 q1,2520,0.5588843849859514,"Mr. John D. Kernan, CFA",0.4356496948006803,male,Cowen and Company,"('RL', '2020 q1')",0.0
37379,UAA,2020 q1,2520,0.5586684736849328,"Mr. John D. Kernan, CFA",0.2371904584714065,male,Cowen and Company,"('UAA', '2020 q1')",0.005531696602702141
37380,VFC,2020 q1,2520,0.5916272028988889,"Mr. John D. Kernan, CFA",0.6383769573509843,male,Cowen and Company,"('VFC', '2020 q1')",0.0
37381,NKE,2020 q1,2520,0.5883042065431239,Cristina Fernandez,0.1838891548387383,female,Telsey Advisory Group,"('NKE', '2020 q1')",0.0
37382,UAA,2020 q1,2520,0.5586684736849328,Cristina Fernandez,0.2273055928409927,female,Telsey Advisory Group,"('UAA', '2020 q1')",0.0
37383,NKE,2020 q1,2520,0.5883042065431239,"Mr. Tom Nikic, CFA",0.2124261405662382,male,"Wells Fargo Securities, LLC","('NKE', '2020 q1')",0.005022548139095306
37384,UAA,2020 q1,2520,0.5586684736849328,"Mr. Tom Nikic, CFA",0.2097468866681576,male,"Wells Fargo Securities, LLC","('UAA', '2020 q1')",0.0
37385,NKE,2020 q1,2520,0.5883042065431239,Mr. Mitch Kummetz,0.5955776038689193,male,Pivotal Research Group,"('NKE', '2020 q1')",0.03333333507180214
37386,UAA,2020 q1,2520,0.5586684736849328,Mr. Mitch Kummetz,0.5163043739937585,male,Pivotal Research Group,"('UAA', '2020 q1')",0.03333333507180214
37387,VFC,2020 q1,2520,0.5916272028988889,Mr. Mitch Kummetz,0.6385031121359367,male,Pivotal Research Group,"('VFC', '2020 q1')",0.03333333507180214
37388,NKE,2020 q1,2520,0.5883042065431239,Mr. Samuel Poser,0.7507605438047611,male,Susquehanna Financial Group LLLP,"('NKE', '2020 q1')",0.0
37389,UAA,2020 q1,2520,0.5586684736849328,Mr. Samuel Poser,0.7391071305690639,male,Susquehanna Financial Group LLLP,"('UAA', '2020 q1')",0.0
37390,VFC,2020 q1,2520,0.5916272028988889,Mr. Samuel Poser,0.5967336910879127,male,Susquehanna Financial Group LLLP,"('VFC', '2020 q1')",0.0
37391,NKE,2020 q1,2520,0.5883042065431239,Mr. Robert S. Drbul,0.4565962411052751,male,Guggenheim Securities LLC,"('NKE', '2020 q1')",0.0
37392,RL,2020 q1,2520,0.5588843849859514,Mr. Robert S. Drbul,0.5119603738867217,male,Guggenheim Securities LLC,"('RL', '2020 q1')",0.0
37393,TPR,2020 q1,2520,0.4012944938930857,Mr. Robert S. Drbul,0.3278869112965588,male,Guggenheim Securities LLC,"('TPR', '2020 q1')",0.0
37394,VFC,2020 q1,2520,0.5916272028988889,Mr. Robert S. Drbul,0.4479752407527155,male,Guggenheim Securities LLC,"('VFC', '2020 q1')",0.0
37395,NKE,2020 q1,2520,0.5883042065431239,"Kimberly C. Greenberger, CFA",0.2040027350062657,female,Morgan Stanley,"('NKE', '2020 q1')",0.0
37396,PVH,2020 q1,2520,0.7218118316699346,"Kimberly C. Greenberger, CFA",0.3102054650348249,female,Morgan Stanley,"('PVH', '2020 q1')",0.0
37397,TPR,2020 q1,2520,0.4012944938930857,"Kimberly C. Greenberger, CFA",0.2779862085848063,female,Morgan Stanley,"('TPR', '2020 q1')",0.0
37398,UAA,2020 q1,2520,0.5586684736849328,"Kimberly C. Greenberger, CFA",0.2373491580814887,female,Morgan Stanley,"('UAA', '2020 q1')",0.005966206546872854
37399,NKE,2020 q1,2520,0.5883042065431239,Mr. Christopher Svezia,0.5327520505503854,male,Wedbush Securities Inc.,"('NKE', '2020 q1')",0.0
37400,UAA,2020 q1,2520,0.5586684736849328,Mr. Christopher Svezia,0.568289483585839,male,Wedbush Securities Inc.,"('UAA', '2020 q1')",0.0
37401,VFC,2020 q1,2520,0.5916272028988889,Mr. Christopher Svezia,0.5108144411887644,male,Wedbush Securities Inc.,"('VFC', '2020 q1')",0.009955188259482384
37402,NKE,2020 q1,2520,0.5883042065431239,"Robert F. Ohmes, CFA",0.2783171928925043,male,BofA Global Research,"('NKE', '2020 q1')",0.0
37403,UAA,2020 q1,2520,0.5586684736849328,"Robert F. Ohmes, CFA",0.5163043739937584,male,BofA Global Research,"('UAA', '2020 q1')",0.03333333507180214
37404,VFC,2020 q1,2520,0.5916272028988889,"Robert F. Ohmes, CFA",0.1944208483409479,male,BofA Global Research,"('VFC', '2020 q1')",0.0
37405,NKE,2020 q1,2520,0.5883042065431239,Erinn E. Murphy,0.470511384217321,female,Piper Sandler Companies,"('NKE', '2020 q1')",0.0
37406,PVH,2020 q1,2520,0.7218118316699346,Erinn E. Murphy,0.6153641786795004,female,Piper Sandler Companies,"('PVH', '2020 q1')",0.0
37407,RL,2020 q1,2520,0.5588843849859514,Erinn E. Murphy,0.3703472442398405,female,Piper Sandler Companies,"('RL', '2020 q1')",0.0
37408,TPR,2020 q1,2520,0.4012944938930857,Erinn E. Murphy,0.3697541602096043,female,Piper Sandler Companies,"('TPR', '2020 q1')",0.0
37409,UAA,2020 q1,2520,0.5586684736849328,Erinn E. Murphy,0.3877696050725504,female,Piper Sandler Companies,"('UAA', '2020 q1')",0.0
37410,VFC,2020 q1,2520,0.5916272028988889,Erinn E. Murphy,0.1543019537205833,female,Piper Sandler Companies,"('VFC', '2020 q1')",0.0
37411,NWL,2020 q1,2520,0.6657950809036379,Mr. Nik Modi,0.3411269134449493,male,RBC Capital Markets,"('NWL', '2020 q1')",0.0
37412,NWL,2020 q1,2520,0.6657950809036379,Mr. Rupesh Parikh,0.5493190040442534,male,"Oppenheimer & Co., Inc.","('NWL', '2020 q1')",0.0
37413,NWL,2020 q1,2520,0.6657950809036379,Ms. Lauren R. Lieberman,0.7972758967210218,female,Barclays,"('NWL', '2020 q1')",0.0
37414,NWL,2020 q1,2520,0.6657950809036379,"Olivia Tong, CFA",0.3016636436401059,female,BofA Global Research,"('NWL', '2020 q1')",0.0
37415,NWL,2020 q1,2520,0.6657950809036379,"Mr. Dara W. Mohsenian, CFA",0.3410149741265511,male,Morgan Stanley,"('NWL', '2020 q1')",0.0
37416,NWL,2020 q1,2520,0.6657950809036379,"Mr. William B. Chappell, CFA",0.3126193577691359,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2020 q1')",0.0
37417,NWL,2020 q1,2520,0.6657950809036379,"Kevin M. Grundy, CPA",0.2718469045308517,male,Jefferies,"('NWL', '2020 q1')",0.0
37418,NWL,2020 q1,2520,0.6657950809036379,Mr. Steve Powers,0.9471634545683202,male,Deutsche Bank,"('NWL', '2020 q1')",0.0
37419,PVH,2020 q1,2520,0.7218118316699346,Heather Balsky,0.3360761997841707,female,BofA Global Research,"('PVH', '2020 q1')",0.0
37420,RL,2020 q1,2520,0.5588843849859514,Heather Balsky,0.2176933149341561,female,BofA Global Research,"('RL', '2020 q1')",0.0
37421,PVH,2020 q1,2520,0.7218118316699346,Ms. Dana L. Telsey,0.4846259338850318,female,Telsey Advisory Group,"('PVH', '2020 q1')",0.05876154080033302
37422,TPR,2020 q1,2520,0.4012944938930857,Ms. Dana L. Telsey,0.161122078426724,female,Telsey Advisory Group,"('TPR', '2020 q1')",0.0
37423,VFC,2020 q1,2520,0.5916272028988889,Ms. Dana L. Telsey,0.2583285279922817,female,Telsey Advisory Group,"('VFC', '2020 q1')",0.012558498419821262
37424,PVH,2020 q1,2520,0.7218118316699346,Kate Fitzsimons,0.3391801903105587,female,RBC Capital Markets,"('PVH', '2020 q1')",0.0
37425,RL,2020 q1,2520,0.5588843849859514,Kate Fitzsimons,0.205527835690323,female,RBC Capital Markets,"('RL', '2020 q1')",0.0
37426,VFC,2020 q1,2520,0.5916272028988889,Kate Fitzsimons,0.14234030865527,female,RBC Capital Markets,"('VFC', '2020 q1')",0.01666666753590107
37427,RL,2020 q1,2520,0.5588843849859514,"Paul E. Trussell, CFA",0.8490458965653653,male,Deutsche Bank,"('RL', '2020 q1')",0.0
37428,VFC,2020 q1,2520,0.5916272028988889,"Paul E. Trussell, CFA",0.8414727516938842,male,Deutsche Bank,"('VFC', '2020 q1')",0.0
37429,RL,2020 q1,2520,0.5588843849859514,Research Department,0.3039706770306763,Not a person,Trefis,"('RL', '2020 q1')",0.0
37430,TPR,2020 q1,2520,0.4012944938930857,Research Department,0.1717231439766145,Not a person,Trefis,"('TPR', '2020 q1')",0.011807817965745926
37431,TPR,2020 q1,2520,0.4012944938930857,"Lorraine C. Hutchinson, CFA",0.1461886933489313,female,BofA Global Research,"('TPR', '2020 q1')",0.0
37432,TPR,2020 q1,2520,0.4012944938930857,"Ms. Roxanne F. Meyer, CFA",0.2278555869269357,female,MKM Partners,"('TPR', '2020 q1')",0.04726673290133476
37433,UAA,2020 q1,2520,0.5586684736849328,"Ms. Sharon M. Zackfia, CFA",0.2627755844292921,female,William Blair & Company,"('UAA', '2020 q1')",0.0
37434,UAA,2020 q1,2520,0.5586684736849328,"Brian W. Nagel, CFA",0.3106801350275821,male,"Oppenheimer & Co., Inc.","('UAA', '2020 q1')",0.04770941752940416
37435,UAA,2020 q1,2520,0.5586684736849328,Mr. Randal J. Konik,0.1739239613032962,male,Jefferies,"('UAA', '2020 q1')",0.0
37436,VFC,2020 q1,2520,0.5916272028988889,Mr. James C. West,0.762880093320844,male,EVERCORE ISI,"('VFC', '2020 q1')",0.0
37437,WHR,2020 q1,2520,0.7129892961160205,"Curtis Nagle, CFA",0.6022552228241883,male,BofA Global Research,"('WHR', '2020 q1')",0.0
37438,DHI,2020 q2,2520,0.5882945864640825,"Mr. Kenneth M. Leon, CPA",0.6681844709517201,male,CFRA Equity Research,"('DHI', '2020 q2')",0.0
37439,LEG,2020 q2,2520,0.7451797285268091,"Mr. Kenneth M. Leon, CPA",0.6889515753718399,male,CFRA Equity Research,"('LEG', '2020 q2')",0.0
37440,LEN,2020 q2,2520,0.8746166309766339,"Mr. Kenneth M. Leon, CPA",0.7914198365721309,male,CFRA Equity Research,"('LEN', '2020 q2')",0.0
37441,MHK,2020 q2,2520,0.4021554233264811,"Mr. Kenneth M. Leon, CPA",0.6751661785445562,male,CFRA Equity Research,"('MHK', '2020 q2')",0.0
37442,NVR,2020 q2,2520,0.4824433111602807,"Mr. Kenneth M. Leon, CPA",0.7402386828859376,male,CFRA Equity Research,"('NVR', '2020 q2')",0.0
37443,NWL,2020 q2,2520,0.6071623198829335,"Mr. Kenneth M. Leon, CPA",0.9021029997209572,male,CFRA Equity Research,"('NWL', '2020 q2')",0.0
37444,PHM,2020 q2,2520,0.5371131955251374,"Mr. Kenneth M. Leon, CPA",0.6678774202706603,male,CFRA Equity Research,"('PHM', '2020 q2')",0.0
37445,WHR,2020 q2,2520,0.7535738644154409,"Mr. Kenneth M. Leon, CPA",0.9035341597886656,male,CFRA Equity Research,"('WHR', '2020 q2')",0.0
37446,DHI,2020 q2,2520,0.5882945864640825,Mr. Adam Baumgarten,0.3044724360640073,male,Credit Suisse,"('DHI', '2020 q2')",0.0
37447,DHI,2020 q2,2520,0.5882945864640825,"John Lovallo, II",0.5857872524339374,male,BofA Global Research,"('DHI', '2020 q2')",0.013071924448013306
37448,PHM,2020 q2,2520,0.5371131955251374,"John Lovallo, II",0.6434252328738588,male,BofA Global Research,"('PHM', '2020 q2')",0.03333333507180214
37449,DHI,2020 q2,2520,0.5882945864640825,"Jack G. Micenko, Jr",0.488339935716284,male,Susquehanna Financial Group LLLP,"('DHI', '2020 q2')",0.0
37450,PHM,2020 q2,2520,0.5371131955251374,"Jack G. Micenko, Jr",0.5305727262862238,male,Susquehanna Financial Group LLLP,"('PHM', '2020 q2')",0.0
37451,DHI,2020 q2,2520,0.5882945864640825,Mr. Stephen S. Kim,0.3442651903859322,male,EVERCORE ISI,"('DHI', '2020 q2')",0.03121085837483406
37452,MHK,2020 q2,2520,0.4021554233264811,Mr. Stephen S. Kim,0.2058023333550311,male,EVERCORE ISI,"('MHK', '2020 q2')",0.014024043455719948
37453,NVR,2020 q2,2520,0.4824433111602807,Mr. Stephen S. Kim,0.389458335351844,male,EVERCORE ISI,"('NVR', '2020 q2')",0.022141944617033005
37454,DHI,2020 q2,2520,0.5882945864640825,Mr. Jay McCanless,0.4135630076572231,male,Wedbush Securities Inc.,"('DHI', '2020 q2')",0.0
37455,PHM,2020 q2,2520,0.5371131955251374,Mr. Jay McCanless,0.4356340179383795,male,Wedbush Securities Inc.,"('PHM', '2020 q2')",0.0
37456,DHI,2020 q2,2520,0.5882945864640825,Mr. Truman A. Patterson,0.2370437251231409,male,"Wells Fargo Securities, LLC","('DHI', '2020 q2')",0.0
37457,LEN,2020 q2,2520,0.8746166309766339,Mr. Truman A. Patterson,0.8066877574745712,male,"Wells Fargo Securities, LLC","('LEN', '2020 q2')",0.02696655225008726
37458,MHK,2020 q2,2520,0.4021554233264811,Mr. Truman A. Patterson,0.1647588486672438,male,"Wells Fargo Securities, LLC","('MHK', '2020 q2')",0.0
37459,NVR,2020 q2,2520,0.4824433111602807,Mr. Truman A. Patterson,0.2646585708804246,male,"Wells Fargo Securities, LLC","('NVR', '2020 q2')",0.0
37460,PHM,2020 q2,2520,0.5371131955251374,Mr. Truman A. Patterson,0.3221910670270572,male,"Wells Fargo Securities, LLC","('PHM', '2020 q2')",0.0
37461,DHI,2020 q2,2520,0.5882945864640825,Brian Bernard,0.8479803298031485,male,"Morningstar, Inc.","('DHI', '2020 q2')",0.0
37462,LEN,2020 q2,2520,0.8746166309766339,Brian Bernard,0.8046406099446213,male,"Morningstar, Inc.","('LEN', '2020 q2')",0.01666666753590107
37463,DHI,2020 q2,2520,0.5882945864640825,"Carl E. Reichardt, Jr.",0.1901887043973235,male,BTIG,"('DHI', '2020 q2')",0.011737130582332611
37464,NVR,2020 q2,2520,0.4824433111602807,"Carl E. Reichardt, Jr.",0.316020624367784,male,BTIG,"('NVR', '2020 q2')",0.0
37465,PHM,2020 q2,2520,0.5371131955251374,"Carl E. Reichardt, Jr.",0.2283618505875244,male,BTIG,"('PHM', '2020 q2')",0.0
37466,GRMN,2020 q2,2520,0.7157752311363731,Erik Woodring,0.4919799611401673,male,Morgan Stanley,"('GRMN', '2020 q2')",0.0
37467,GRMN,2020 q2,2520,0.7157752311363731,"Ms. Angelo Zino, CFA",0.8444313941053984,female,CFRA Equity Research,"('GRMN', '2020 q2')",0.0
37468,GRMN,2020 q2,2520,0.7157752311363731,Julie Bhusal Sharma,0.8143015650146674,female,"Morningstar, Inc.","('GRMN', '2020 q2')",0.0
37469,GRMN,2020 q2,2520,0.7157752311363731,Mr. Charles L. Anderson,0.6143093224975679,male,Colliers Securities,"('GRMN', '2020 q2')",0.0
37470,GRMN,2020 q2,2520,0.7157752311363731,Mr. Robert M. Spingarn,0.4994592185358905,male,Credit Suisse,"('GRMN', '2020 q2')",0.0
37471,GRMN,2020 q2,2520,0.7157752311363731,Ronald J. J. Epstein,0.5035758582540601,male,BofA Global Research,"('GRMN', '2020 q2')",0.0
37472,HAS,2020 q2,2520,0.5620390063808278,Mr. Eric O. Handler,0.5025177138351999,male,MKM Partners,"('HAS', '2020 q2')",0.03013112861663103
37473,HAS,2020 q2,2520,0.5620390063808278,Mr. David J. Beckel,0.4271301551983856,male,Berenberg,"('HAS', '2020 q2')",0.0
37474,HAS,2020 q2,2520,0.5620390063808278,"Ms. Jaime M. M. Katz, CFA",0.7598417666399159,female,"Morningstar, Inc.","('HAS', '2020 q2')",0.0
37475,HAS,2020 q2,2520,0.5620390063808278,Camilla Yanushevsky,0.6718154949449481,female,CFRA Equity Research,"('HAS', '2020 q2')",0.0
37476,HBI,2020 q2,2520,0.658217981578785,Camilla Yanushevsky,0.6352985722198148,female,CFRA Equity Research,"('HBI', '2020 q2')",0.0
37477,NKE,2020 q2,2520,0.5659872275595212,Camilla Yanushevsky,0.6101196534344947,female,CFRA Equity Research,"('NKE', '2020 q2')",0.0
37478,PVH,2020 q2,2520,0.6669706845334142,Camilla Yanushevsky,0.672148984727798,female,CFRA Equity Research,"('PVH', '2020 q2')",0.0
37479,RL,2020 q2,2520,0.5549068639415247,Camilla Yanushevsky,0.5630834469647854,female,CFRA Equity Research,"('RL', '2020 q2')",0.0
37480,TPR,2020 q2,2520,0.5482554885216999,Camilla Yanushevsky,0.563157343124094,female,CFRA Equity Research,"('TPR', '2020 q2')",0.0
37481,UAA,2020 q2,2520,0.6592681957928779,Camilla Yanushevsky,0.5688806508550166,female,CFRA Equity Research,"('UAA', '2020 q2')",0.0
37482,VFC,2020 q2,2520,0.5981570133110519,Camilla Yanushevsky,0.5632890146064374,female,CFRA Equity Research,"('VFC', '2020 q2')",0.0
37483,HAS,2020 q2,2520,0.5620390063808278,"Mr. Michael A. Swartz, CFA",0.2495361572105685,male,SunTrust Robinson Humphrey Capital Markets,"('HAS', '2020 q2')",0.0
37484,HAS,2020 q2,2520,0.5620390063808278,"Timothy A. Conder, CPA",0.3053325108097079,male,"Wells Fargo Securities, LLC","('HAS', '2020 q2')",0.0
37485,HAS,2020 q2,2520,0.5620390063808278,Mr. Gregory R. Badishkanian,0.251631596512859,male,Wolfe Research,"('HAS', '2020 q2')",0.0
37486,HBI,2020 q2,2520,0.658217981578785,David Swartz,0.7028481157258372,male,"Morningstar, Inc.","('HBI', '2020 q2')",0.012424828950315714
37487,NKE,2020 q2,2520,0.5659872275595212,David Swartz,0.5329571234189864,male,"Morningstar, Inc.","('NKE', '2020 q2')",0.0
37488,PVH,2020 q2,2520,0.6669706845334142,David Swartz,0.5872754982717527,male,"Morningstar, Inc.","('PVH', '2020 q2')",0.011111111690600714
37489,RL,2020 q2,2520,0.5549068639415247,David Swartz,0.4773418816494887,male,"Morningstar, Inc.","('RL', '2020 q2')",0.0
37490,TPR,2020 q2,2520,0.5482554885216999,David Swartz,0.7109100604238392,male,"Morningstar, Inc.","('TPR', '2020 q2')",0.01666666753590107
37491,UAA,2020 q2,2520,0.6592681957928779,David Swartz,0.67864037273876,male,"Morningstar, Inc.","('UAA', '2020 q2')",0.004166666883975267
37492,VFC,2020 q2,2520,0.5981570133110519,David Swartz,0.4863678846056347,male,"Morningstar, Inc.","('VFC', '2020 q2')",0.011111111690600714
37493,HBI,2020 q2,2520,0.658217981578785,Heather Balsky,0.5081622804157777,female,BofA Global Research,"('HBI', '2020 q2')",0.0
37494,PVH,2020 q2,2520,0.6669706845334142,Heather Balsky,0.3070340703505596,female,BofA Global Research,"('PVH', '2020 q2')",0.0
37495,RL,2020 q2,2520,0.5549068639415247,Heather Balsky,0.3551975661023787,female,BofA Global Research,"('RL', '2020 q2')",0.0
37496,HBI,2020 q2,2520,0.658217981578785,Tiffany Kanaga,0.6438270787014458,female,Deutsche Bank,"('HBI', '2020 q2')",0.0
37497,PVH,2020 q2,2520,0.6669706845334142,Tiffany Kanaga,0.8950145887211444,female,Deutsche Bank,"('PVH', '2020 q2')",0.011449971236288548
37498,HBI,2020 q2,2520,0.658217981578785,"Mr. Ike Boruchow, Jr",0.3147933236839906,male,"Wells Fargo Securities, LLC","('HBI', '2020 q2')",0.0
37499,PVH,2020 q2,2520,0.6669706845334142,"Mr. Ike Boruchow, Jr",0.3151760852585896,male,"Wells Fargo Securities, LLC","('PVH', '2020 q2')",0.0
37500,RL,2020 q2,2520,0.5549068639415247,"Mr. Ike Boruchow, Jr",0.2070205761195702,male,"Wells Fargo Securities, LLC","('RL', '2020 q2')",0.0
37501,VFC,2020 q2,2520,0.5981570133110519,"Mr. Ike Boruchow, Jr",0.1377129212757284,male,"Wells Fargo Securities, LLC","('VFC', '2020 q2')",0.0
37502,HBI,2020 q2,2520,0.658217981578785,Ms. Adrienne Y. Yih,0.4932966611491106,female,Barclays,"('HBI', '2020 q2')",0.0
37503,PVH,2020 q2,2520,0.6669706845334142,Ms. Adrienne Y. Yih,0.7471401018106572,female,Barclays,"('PVH', '2020 q2')",0.0
37504,RL,2020 q2,2520,0.5549068639415247,Ms. Adrienne Y. Yih,0.3652203819476215,female,Barclays,"('RL', '2020 q2')",0.0
37505,TPR,2020 q2,2520,0.5482554885216999,Ms. Adrienne Y. Yih,0.4047174894596262,female,Barclays,"('TPR', '2020 q2')",0.0
37506,UAA,2020 q2,2520,0.6592681957928779,Ms. Adrienne Y. Yih,0.4987090288664685,female,Barclays,"('UAA', '2020 q2')",0.0
37507,VFC,2020 q2,2520,0.5981570133110519,Ms. Adrienne Y. Yih,0.2509884332690098,female,Barclays,"('VFC', '2020 q2')",0.0
37508,HBI,2020 q2,2520,0.658217981578785,Mr. Omar R. Saad,0.4557365285627517,male,EVERCORE ISI,"('HBI', '2020 q2')",0.010316383093595505
37509,PVH,2020 q2,2520,0.6669706845334142,Mr. Omar R. Saad,0.3836229497308398,male,EVERCORE ISI,"('PVH', '2020 q2')",0.0
37510,TPR,2020 q2,2520,0.5482554885216999,Mr. Omar R. Saad,0.2870288897691099,male,EVERCORE ISI,"('TPR', '2020 q2')",0.0
37511,VFC,2020 q2,2520,0.5981570133110519,Mr. Omar R. Saad,0.1852279376743491,male,EVERCORE ISI,"('VFC', '2020 q2')",0.008060689084231853
37512,HBI,2020 q2,2520,0.658217981578785,"Mr. John D. Kernan, CFA",0.5447520227960226,male,Cowen and Company,"('HBI', '2020 q2')",0.0
37513,RL,2020 q2,2520,0.5549068639415247,"Mr. John D. Kernan, CFA",0.4200049646936625,male,Cowen and Company,"('RL', '2020 q2')",0.0
37514,UAA,2020 q2,2520,0.6592681957928779,"Mr. John D. Kernan, CFA",0.4798272587425433,male,Cowen and Company,"('UAA', '2020 q2')",0.0
37515,VFC,2020 q2,2520,0.5981570133110519,"Mr. John D. Kernan, CFA",0.1883897435597592,male,Cowen and Company,"('VFC', '2020 q2')",0.0
37516,LEG,2020 q2,2520,0.7451797285268091,Keith B. Hughes,0.4831208462311475,male,SunTrust Robinson Humphrey Capital Markets,"('LEG', '2020 q2')",0.0
37517,MHK,2020 q2,2520,0.4021554233264811,Keith B. Hughes,0.2715682607488418,male,SunTrust Robinson Humphrey Capital Markets,"('MHK', '2020 q2')",0.0
37518,LEG,2020 q2,2520,0.7451797285268091,Mr. Peter J. Keith,0.6056803935324931,male,Piper Sandler Companies,"('LEG', '2020 q2')",0.0
37519,LEG,2020 q2,2520,0.7451797285268091,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LEG', '2020 q2')",0.9793668389320374
37520,LEN,2020 q2,2520,0.8746166309766339,SADIF Research,0.9807543121604922,Not a person,Sadif Analytics Prime,"('LEN', '2020 q2')",0.9460452198982239
37521,VFC,2020 q2,2520,0.5981570133110519,SADIF Research,0.9697714425642462,Not a person,Sadif Analytics Prime,"('VFC', '2020 q2')",0.9548282623291016
37522,MHK,2020 q2,2520,0.4021554233264811,"Mr. Kevin W. Hocevar, CFA",0.2559767979795688,male,Northcoast Research,"('MHK', '2020 q2')",0.0
37523,MHK,2020 q2,2520,0.4021554233264811,Michael Dahl,0.4159038462638346,male,RBC Capital Markets,"('MHK', '2020 q2')",0.0
37524,PHM,2020 q2,2520,0.5371131955251374,Michael Dahl,0.2676346264036469,male,RBC Capital Markets,"('PHM', '2020 q2')",0.0
37525,WHR,2020 q2,2520,0.7535738644154409,Michael Dahl,0.6360485559910428,male,RBC Capital Markets,"('WHR', '2020 q2')",0.0
37526,MHK,2020 q2,2520,0.4021554233264811,"Mr. Michael Rehaut, CFA",0.1078096809411819,male,JPMorgan,"('MHK', '2020 q2')",0.0
37527,MHK,2020 q2,2520,0.4021554233264811,Matthew A. Bouley,0.2795506072200356,male,Barclays,"('MHK', '2020 q2')",0.0
37528,PHM,2020 q2,2520,0.5371131955251374,Matthew A. Bouley,0.245110575118724,male,Barclays,"('PHM', '2020 q2')",0.015095990151166916
37529,NKE,2020 q2,2520,0.5659872275595212,"Robert F. Ohmes, CFA",0.454603327604512,male,BofA Global Research,"('NKE', '2020 q2')",0.0
37530,VFC,2020 q2,2520,0.5981570133110519,"Robert F. Ohmes, CFA",0.2682112352368285,male,BofA Global Research,"('VFC', '2020 q2')",0.0
37531,NKE,2020 q2,2520,0.5659872275595212,Cristina Fernandez,0.4626341536688514,female,Telsey Advisory Group,"('NKE', '2020 q2')",0.0
37532,UAA,2020 q2,2520,0.6592681957928779,Cristina Fernandez,0.3129349196709479,female,Telsey Advisory Group,"('UAA', '2020 q2')",0.0
37533,NWL,2020 q2,2520,0.6071623198829335,Carla Casella,0.4669761718606047,female,JPMorgan Econ & FI,"('NWL', '2020 q2')",0.0
37534,NWL,2020 q2,2520,0.6071623198829335,Ms. Lauren R. Lieberman,0.5030443976782331,female,Barclays,"('NWL', '2020 q2')",0.0
37535,NWL,2020 q2,2520,0.6071623198829335,"Mr. William B. Chappell, CFA",0.3296114542394207,male,SunTrust Robinson Humphrey Capital Markets,"('NWL', '2020 q2')",0.041796617209911346
37536,NWL,2020 q2,2520,0.6071623198829335,"Olivia Tong, CFA",0.3647260859967476,female,BofA Global Research,"('NWL', '2020 q2')",0.0
37537,NWL,2020 q2,2520,0.6071623198829335,Mr. Rupesh Parikh,0.4423832356362898,male,"Oppenheimer & Co., Inc.","('NWL', '2020 q2')",0.016615111380815506
37538,NWL,2020 q2,2520,0.6071623198829335,"Mr. Dara W. Mohsenian, CFA",0.4635511813450133,male,Morgan Stanley,"('NWL', '2020 q2')",0.0
37539,PHM,2020 q2,2520,0.5371131955251374,Mr. Rohit Seth,0.3185906898798716,male,SunTrust Robinson Humphrey Capital Markets,"('PHM', '2020 q2')",0.028151825070381165
37540,PVH,2020 q2,2520,0.6669706845334142,Erinn E. Murphy,0.5714318723232592,female,Piper Sandler Companies,"('PVH', '2020 q2')",0.0
37541,RL,2020 q2,2520,0.5549068639415247,Erinn E. Murphy,0.3985067168406764,female,Piper Sandler Companies,"('RL', '2020 q2')",0.0
37542,TPR,2020 q2,2520,0.5482554885216999,Erinn E. Murphy,0.2666376160532806,female,Piper Sandler Companies,"('TPR', '2020 q2')",0.02253460418432951
37543,UAA,2020 q2,2520,0.6592681957928779,Erinn E. Murphy,0.5254177507728314,female,Piper Sandler Companies,"('UAA', '2020 q2')",0.0
37544,VFC,2020 q2,2520,0.5981570133110519,Erinn E. Murphy,0.3475958968150723,female,Piper Sandler Companies,"('VFC', '2020 q2')",0.0
37545,PVH,2020 q2,2520,0.6669706845334142,"Kimberly C. Greenberger, CFA",0.3018391652429286,female,Morgan Stanley,"('PVH', '2020 q2')",0.0
37546,TPR,2020 q2,2520,0.5482554885216999,"Kimberly C. Greenberger, CFA",0.2550733403375109,female,Morgan Stanley,"('TPR', '2020 q2')",0.0
37547,UAA,2020 q2,2520,0.6592681957928779,"Kimberly C. Greenberger, CFA",0.317218993504849,female,Morgan Stanley,"('UAA', '2020 q2')",0.0
37548,PVH,2020 q2,2520,0.6669706845334142,Mr. Robert S. Drbul,0.5677830127399036,male,Guggenheim Securities LLC,"('PVH', '2020 q2')",0.010956701822578907
37549,RL,2020 q2,2520,0.5549068639415247,Mr. Robert S. Drbul,0.533382696716719,male,Guggenheim Securities LLC,"('RL', '2020 q2')",0.0
37550,TPR,2020 q2,2520,0.5482554885216999,Mr. Robert S. Drbul,0.547735327893193,male,Guggenheim Securities LLC,"('TPR', '2020 q2')",0.0
37551,UAA,2020 q2,2520,0.6592681957928779,Mr. Robert S. Drbul,0.5206827524281855,male,Guggenheim Securities LLC,"('UAA', '2020 q2')",0.0
37552,VFC,2020 q2,2520,0.5981570133110519,Mr. Robert S. Drbul,0.5922975142509815,male,Guggenheim Securities LLC,"('VFC', '2020 q2')",0.0
37553,PVH,2020 q2,2520,0.6669706845334142,Kate Fitzsimons,0.2967562876104479,female,RBC Capital Markets,"('PVH', '2020 q2')",0.0
37554,RL,2020 q2,2520,0.5549068639415247,Kate Fitzsimons,0.2421892159779967,female,RBC Capital Markets,"('RL', '2020 q2')",0.01666666753590107
37555,VFC,2020 q2,2520,0.5981570133110519,Kate Fitzsimons,0.2361203531957413,female,RBC Capital Markets,"('VFC', '2020 q2')",0.01666666753590107
37556,RL,2020 q2,2520,0.5549068639415247,"Paul E. Trussell, CFA",0.6367710503493914,male,Deutsche Bank,"('RL', '2020 q2')",0.0
37557,TPR,2020 q2,2520,0.5482554885216999,"Paul E. Trussell, CFA",0.5611305705572474,male,Deutsche Bank,"('TPR', '2020 q2')",0.0
37558,UAA,2020 q2,2520,0.6592681957928779,"Paul E. Trussell, CFA",0.8784414325828721,male,Deutsche Bank,"('UAA', '2020 q2')",0.0
37559,VFC,2020 q2,2520,0.5981570133110519,"Paul E. Trussell, CFA",0.1745798509159831,male,Deutsche Bank,"('VFC', '2020 q2')",0.0
37560,RL,2020 q2,2520,0.5549068639415247,Research Department,0.3129990746484073,Not a person,Trefis,"('RL', '2020 q2')",0.0
37561,TPR,2020 q2,2520,0.5482554885216999,Research Department,0.2903720736304487,Not a person,Trefis,"('TPR', '2020 q2')",0.011811949778348207
37562,RL,2020 q2,2520,0.5549068639415247,Mr. Michael C. Binetti,0.2988310982824221,male,Credit Suisse,"('RL', '2020 q2')",0.006646645721048117
37563,VFC,2020 q2,2520,0.5981570133110519,Mr. Michael C. Binetti,0.3187385275843255,male,Credit Suisse,"('VFC', '2020 q2')",0.0
37564,TPR,2020 q2,2520,0.5482554885216999,"Lorraine C. Hutchinson, CFA",0.2332159530075161,female,BofA Global Research,"('TPR', '2020 q2')",0.0
37565,TPR,2020 q2,2520,0.5482554885216999,Ms. Dana L. Telsey,0.2763182227479359,female,Telsey Advisory Group,"('TPR', '2020 q2')",0.0
37566,TPR,2020 q2,2520,0.5482554885216999,Mr. Randal J. Konik,0.1322683646589347,male,Jefferies,"('TPR', '2020 q2')",0.0
37567,TPR,2020 q2,2520,0.5482554885216999,"Ms. Roxanne F. Meyer, CFA",0.4379378541078971,female,MKM Partners,"('TPR', '2020 q2')",0.03845472587272525
37568,TPR,2020 q2,2520,0.5482554885216999,"Mr. Oliver Chen, CFA",0.4124922895910515,male,Cowen and Company,"('TPR', '2020 q2')",0.0
37569,UAA,2020 q2,2520,0.6592681957928779,Mr. Mitch Kummetz,0.5827419352354702,male,Pivotal Research Group,"('UAA', '2020 q2')",0.03333333507180214
37570,VFC,2020 q2,2520,0.5981570133110519,Mr. Mitch Kummetz,0.6000715750515625,male,Pivotal Research Group,"('VFC', '2020 q2')",0.03333333507180214
37571,UAA,2020 q2,2520,0.6592681957928779,"Ms. Sharon M. Zackfia, CFA",0.3150832761063583,female,William Blair & Company,"('UAA', '2020 q2')",0.0
37572,UAA,2020 q2,2520,0.6592681957928779,"Mr. Tom Nikic, CFA",0.3288820478198768,male,"Wells Fargo Securities, LLC","('UAA', '2020 q2')",0.0
37573,VFC,2020 q2,2520,0.5981570133110519,Mr. Christopher Svezia,0.4972997735877441,male,Wedbush Securities Inc.,"('VFC', '2020 q2')",0.0
37574,VFC,2020 q2,2520,0.5981570133110519,Mr. Samuel Poser,0.591419840611399,male,Susquehanna Financial Group LLLP,"('VFC', '2020 q2')",0.005574506241828203
37575,VFC,2020 q2,2520,0.5981570133110519,Mr. James C. West,0.6692737166422209,male,EVERCORE ISI,"('VFC', '2020 q2')",0.0
37576,WHR,2020 q2,2520,0.7535738644154409,"Curtis Nagle, CFA",0.6408526349177607,male,BofA Global Research,"('WHR', '2020 q2')",0.0
37577,APA,2019 q3,1010,0.2587102745209584,Mr. Devin J. McDermott,0.069605819021226,male,Morgan Stanley,"('APA', '2019 q3')",0.0
37578,APA,2019 q3,1010,0.2587102745209584,Scott M. Hanold,0.0391196082659557,male,RBC Capital Markets,"('APA', '2019 q3')",0.0
37579,CXO,2019 q3,1010,0.3510677510476042,Scott M. Hanold,0.0728971429520249,male,RBC Capital Markets,"('CXO', '2019 q3')",0.0
37580,DVN,2019 q3,1010,0.4008698230885864,Scott M. Hanold,0.1030893641661649,male,RBC Capital Markets,"('DVN', '2019 q3')",0.013475417159497738
37581,FANG,2019 q3,1010,0.4524351616913343,Scott M. Hanold,0.1217927284837338,male,RBC Capital Markets,"('FANG', '2019 q3')",0.0
37582,MRO,2019 q3,1010,0.5216004820042197,Scott M. Hanold,0.1942201664181932,male,RBC Capital Markets,"('MRO', '2019 q3')",0.0
37583,NBL,2019 q3,1010,0.3326466230215602,Scott M. Hanold,0.1019704736691979,male,RBC Capital Markets,"('NBL', '2019 q3')",0.015813171863555908
37584,PXD,2019 q3,1010,0.4375921523857732,Scott M. Hanold,0.1463973508199026,male,RBC Capital Markets,"('PXD', '2019 q3')",0.0
37585,APA,2019 q3,1010,0.2587102745209584,Mr. Ryan M. Todd,0.1092157718458141,male,Piper Sandler Companies,"('APA', '2019 q3')",0.0
37586,CXO,2019 q3,1010,0.3510677510476042,Mr. Ryan M. Todd,0.2421076562893797,male,Piper Sandler Companies,"('CXO', '2019 q3')",0.015309222973883152
37587,HES,2019 q3,1010,0.4021866873783243,Mr. Ryan M. Todd,0.3719098421345282,male,Piper Sandler Companies,"('HES', '2019 q3')",0.0
37588,OXY,2019 q3,1010,0.404753936578493,Mr. Ryan M. Todd,0.2988258256237281,male,Piper Sandler Companies,"('OXY', '2019 q3')",0.0
37589,APA,2019 q3,1010,0.2587102745209584,Mr. Connor Lynagh,0.3454640495668798,male,Morgan Stanley,"('APA', '2019 q3')",0.010480089113116264
37590,HAL,2019 q3,1010,0.6289079402948209,Mr. Connor Lynagh,0.288538633822525,male,Morgan Stanley,"('HAL', '2019 q3')",0.0
37591,NOV,2019 q3,1010,0.6674839451598481,Mr. Connor Lynagh,0.2845445655804392,male,Morgan Stanley,"('NOV', '2019 q3')",0.0
37592,SLB,2019 q3,1010,0.4481082968434385,Mr. Connor Lynagh,0.2959934704620969,male,Morgan Stanley,"('SLB', '2019 q3')",0.0
37593,APA,2019 q3,1010,0.2587102745209584,"Mr. Michael J. McAllister, Jr",0.1775624251490887,male,MUFG Securities Americas Inc.,"('APA', '2019 q3')",0.0
37594,CXO,2019 q3,1010,0.3510677510476042,"Mr. Michael J. McAllister, Jr",0.1152628658027904,male,MUFG Securities Americas Inc.,"('CXO', '2019 q3')",0.0
37595,DVN,2019 q3,1010,0.4008698230885864,"Mr. Michael J. McAllister, Jr",0.1300245462855464,male,MUFG Securities Americas Inc.,"('DVN', '2019 q3')",0.0
37596,HES,2019 q3,1010,0.4021866873783243,"Mr. Michael J. McAllister, Jr",0.1309076314921945,male,MUFG Securities Americas Inc.,"('HES', '2019 q3')",0.0
37597,NBL,2019 q3,1010,0.3326466230215602,"Mr. Michael J. McAllister, Jr",0.086461645604565,male,MUFG Securities Americas Inc.,"('NBL', '2019 q3')",0.0
37598,PXD,2019 q3,1010,0.4375921523857732,"Mr. Michael J. McAllister, Jr",0.176197241098524,male,MUFG Securities Americas Inc.,"('PXD', '2019 q3')",0.0
37599,APA,2019 q3,1010,0.2587102745209584,"Mark Lear, CFA",0.0604832879888159,male,Jefferies,"('APA', '2019 q3')",0.0
37600,COG,2019 q3,1010,0.5000035741565162,"Mark Lear, CFA",0.4198952079466772,male,Jefferies,"('COG', '2019 q3')",0.0
37601,CXO,2019 q3,1010,0.3510677510476042,"Mark Lear, CFA",0.1655424275931192,male,Jefferies,"('CXO', '2019 q3')",0.0
37602,EOG,2019 q3,1010,0.6261876241688127,"Mark Lear, CFA",0.2617734692589312,male,Jefferies,"('EOG', '2019 q3')",0.0
37603,FANG,2019 q3,1010,0.4524351616913343,"Mark Lear, CFA",0.2269723951711882,male,Jefferies,"('FANG', '2019 q3')",0.0
37604,MRO,2019 q3,1010,0.5216004820042197,"Mark Lear, CFA",0.2845966329250743,male,Jefferies,"('MRO', '2019 q3')",0.0
37605,NBL,2019 q3,1010,0.3326466230215602,"Mark Lear, CFA",0.1199895552618906,male,Jefferies,"('NBL', '2019 q3')",0.0
37606,PXD,2019 q3,1010,0.4375921523857732,"Mark Lear, CFA",0.4334874515445114,male,Jefferies,"('PXD', '2019 q3')",0.0
37607,APA,2019 q3,1010,0.2587102745209584,William Featherston,0.130107107724346,male,Credit Suisse,"('APA', '2019 q3')",0.0
37608,COG,2019 q3,1010,0.5000035741565162,William Featherston,0.2827391397747388,male,Credit Suisse,"('COG', '2019 q3')",0.0
37609,CVX,2019 q3,1010,0.6164024349868673,William Featherston,0.1998347037025297,male,Credit Suisse,"('CVX', '2019 q3')",0.0
37610,CXO,2019 q3,1010,0.3510677510476042,William Featherston,0.1198460493814319,male,Credit Suisse,"('CXO', '2019 q3')",0.0
37611,OXY,2019 q3,1010,0.404753936578493,William Featherston,0.2349882880145931,male,Credit Suisse,"('OXY', '2019 q3')",0.0
37612,XOM,2019 q3,1010,0.5415804761923377,William Featherston,0.4540255998268109,male,Credit Suisse,"('XOM', '2019 q3')",0.0
37613,APA,2019 q3,1010,0.2587102745209584,Stewart Glickman,0.3084908360902683,male,CFRA Equity Research,"('APA', '2019 q3')",0.0
37614,COG,2019 q3,1010,0.5000035741565162,Stewart Glickman,0.3986583074218652,male,CFRA Equity Research,"('COG', '2019 q3')",0.0
37615,COP,2019 q3,1010,0.4451037930639875,Stewart Glickman,0.430422598224181,male,CFRA Equity Research,"('COP', '2019 q3')",0.0
37616,CVX,2019 q3,1010,0.6164024349868673,Stewart Glickman,0.4486164453279239,male,CFRA Equity Research,"('CVX', '2019 q3')",0.01162092046191295
37617,CXO,2019 q3,1010,0.3510677510476042,Stewart Glickman,0.3876034026539295,male,CFRA Equity Research,"('CXO', '2019 q3')",0.0
37618,DVN,2019 q3,1010,0.4008698230885864,Stewart Glickman,0.3615160755274955,male,CFRA Equity Research,"('DVN', '2019 q3')",0.0
37619,EOG,2019 q3,1010,0.6261876241688127,Stewart Glickman,0.4688931280918991,male,CFRA Equity Research,"('EOG', '2019 q3')",0.0
37620,FANG,2019 q3,1010,0.4524351616913343,Stewart Glickman,0.4042020665359993,male,CFRA Equity Research,"('FANG', '2019 q3')",0.0
37621,HES,2019 q3,1010,0.4021866873783243,Stewart Glickman,0.3827773718804675,male,CFRA Equity Research,"('HES', '2019 q3')",0.0
37622,HFC,2019 q3,1010,0.7020375452596539,Stewart Glickman,0.5161025533136122,male,CFRA Equity Research,"('HFC', '2019 q3')",0.0
37623,KMI,2019 q3,1010,0.4402342604897996,Stewart Glickman,0.4479319496933082,male,CFRA Equity Research,"('KMI', '2019 q3')",0.0
37624,MPC,2019 q3,1010,0.3768554699848421,Stewart Glickman,0.3657174536517556,male,CFRA Equity Research,"('MPC', '2019 q3')",0.0
37625,MRO,2019 q3,1010,0.5216004820042197,Stewart Glickman,0.4221041994057373,male,CFRA Equity Research,"('MRO', '2019 q3')",0.0
37626,NBL,2019 q3,1010,0.3326466230215602,Stewart Glickman,0.3132285748659647,male,CFRA Equity Research,"('NBL', '2019 q3')",0.0
37627,OKE,2019 q3,1010,0.340029668864259,Stewart Glickman,0.4064721028536835,male,CFRA Equity Research,"('OKE', '2019 q3')",0.0
37628,OXY,2019 q3,1010,0.404753936578493,Stewart Glickman,0.4220911993412383,male,CFRA Equity Research,"('OXY', '2019 q3')",0.019167163874953985
37629,PSX,2019 q3,1010,0.6014073374587394,Stewart Glickman,0.4306149275463224,male,CFRA Equity Research,"('PSX', '2019 q3')",0.0
37630,PXD,2019 q3,1010,0.4375921523857732,Stewart Glickman,0.3773798523493217,male,CFRA Equity Research,"('PXD', '2019 q3')",0.0
37631,VLO,2019 q3,1010,0.6138025568433463,Stewart Glickman,0.4446061867357145,male,CFRA Equity Research,"('VLO', '2019 q3')",0.0
37632,WMB,2019 q3,1010,0.5835373488968462,Stewart Glickman,0.5335230311276586,male,CFRA Equity Research,"('WMB', '2019 q3')",0.0
37633,XOM,2019 q3,1010,0.5415804761923377,Stewart Glickman,0.2840123923669223,male,CFRA Equity Research,"('XOM', '2019 q3')",0.009787991177290678
37634,APA,2019 q3,1010,0.2587102745209584,Mr. Neal D. Dingmann,0.061893865531312,male,SunTrust Robinson Humphrey Capital Markets,"('APA', '2019 q3')",0.0
37635,CXO,2019 q3,1010,0.3510677510476042,Mr. Neal D. Dingmann,0.076958242552728,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2019 q3')",0.008133054710924625
37636,DVN,2019 q3,1010,0.4008698230885864,Mr. Neal D. Dingmann,0.1060744854864321,male,SunTrust Robinson Humphrey Capital Markets,"('DVN', '2019 q3')",0.0
37637,FANG,2019 q3,1010,0.4524351616913343,Mr. Neal D. Dingmann,0.1848900356123401,male,SunTrust Robinson Humphrey Capital Markets,"('FANG', '2019 q3')",0.008529575541615486
37638,NBL,2019 q3,1010,0.3326466230215602,Mr. Neal D. Dingmann,0.1191388134059007,male,SunTrust Robinson Humphrey Capital Markets,"('NBL', '2019 q3')",0.03229425847530365
37639,OXY,2019 q3,1010,0.404753936578493,Mr. Neal D. Dingmann,0.1733860319607206,male,SunTrust Robinson Humphrey Capital Markets,"('OXY', '2019 q3')",0.0
37640,PXD,2019 q3,1010,0.4375921523857732,Mr. Neal D. Dingmann,0.1241097716306783,male,SunTrust Robinson Humphrey Capital Markets,"('PXD', '2019 q3')",0.0
37641,APA,2019 q3,1010,0.2587102745209584,Mr. John J. Gerdes,0.0558203504892274,male,MKM Partners,"('APA', '2019 q3')",0.0
37642,COG,2019 q3,1010,0.5000035741565162,Mr. John J. Gerdes,0.1368554058679438,male,MKM Partners,"('COG', '2019 q3')",0.023642607033252716
37643,CXO,2019 q3,1010,0.3510677510476042,Mr. John J. Gerdes,0.0908567922038208,male,MKM Partners,"('CXO', '2019 q3')",0.0
37644,DVN,2019 q3,1010,0.4008698230885864,Mr. John J. Gerdes,0.1213158825072693,male,MKM Partners,"('DVN', '2019 q3')",0.0
37645,EOG,2019 q3,1010,0.6261876241688127,Mr. John J. Gerdes,0.2965708863506124,male,MKM Partners,"('EOG', '2019 q3')",0.010029411874711514
37646,FANG,2019 q3,1010,0.4524351616913343,Mr. John J. Gerdes,0.1404726555717174,male,MKM Partners,"('FANG', '2019 q3')",0.0
37647,HES,2019 q3,1010,0.4021866873783243,Mr. John J. Gerdes,0.1634486128216302,male,MKM Partners,"('HES', '2019 q3')",0.0
37648,MRO,2019 q3,1010,0.5216004820042197,Mr. John J. Gerdes,0.2214862664006016,male,MKM Partners,"('MRO', '2019 q3')",0.0
37649,PXD,2019 q3,1010,0.4375921523857732,Mr. John J. Gerdes,0.1718296293869045,male,MKM Partners,"('PXD', '2019 q3')",0.0
37650,APA,2019 q3,1010,0.2587102745209584,Mr. Doug G. Leggate,0.2598577625720552,male,BofA Global Research,"('APA', '2019 q3')",0.0
37651,COG,2019 q3,1010,0.5000035741565162,Mr. Doug G. Leggate,0.318127105925382,male,BofA Global Research,"('COG', '2019 q3')",0.0
37652,COP,2019 q3,1010,0.4451037930639875,Mr. Doug G. Leggate,0.4286278401294608,male,BofA Global Research,"('COP', '2019 q3')",0.020425294836362202
37653,CVX,2019 q3,1010,0.6164024349868673,Mr. Doug G. Leggate,0.2615857742160739,male,BofA Global Research,"('CVX', '2019 q3')",0.012661213055253029
37654,CXO,2019 q3,1010,0.3510677510476042,Mr. Doug G. Leggate,0.1712683274724672,male,BofA Global Research,"('CXO', '2019 q3')",0.008437631030877432
37655,DVN,2019 q3,1010,0.4008698230885864,Mr. Doug G. Leggate,0.2392233387192887,male,BofA Global Research,"('DVN', '2019 q3')",0.0
37656,EOG,2019 q3,1010,0.6261876241688127,Mr. Doug G. Leggate,0.4538835177958911,male,BofA Global Research,"('EOG', '2019 q3')",0.0101289888843894
37657,HFC,2019 q3,1010,0.7020375452596539,Mr. Doug G. Leggate,0.7185650163039838,male,BofA Global Research,"('HFC', '2019 q3')",0.038817960768938065
37658,MRO,2019 q3,1010,0.5216004820042197,Mr. Doug G. Leggate,0.2368255630678603,male,BofA Global Research,"('MRO', '2019 q3')",0.0
37659,NBL,2019 q3,1010,0.3326466230215602,Mr. Doug G. Leggate,0.1563427055575022,male,BofA Global Research,"('NBL', '2019 q3')",0.0
37660,OXY,2019 q3,1010,0.404753936578493,Mr. Doug G. Leggate,0.2342897342033172,male,BofA Global Research,"('OXY', '2019 q3')",0.0
37661,PXD,2019 q3,1010,0.4375921523857732,Mr. Doug G. Leggate,0.2629625520418502,male,BofA Global Research,"('PXD', '2019 q3')",0.0
37662,VLO,2019 q3,1010,0.6138025568433463,Mr. Doug G. Leggate,0.311707288791044,male,BofA Global Research,"('VLO', '2019 q3')",0.010864371433854103
37663,XOM,2019 q3,1010,0.5415804761923377,Mr. Doug G. Leggate,0.2201621297703396,male,BofA Global Research,"('XOM', '2019 q3')",0.0
37664,APA,2019 q3,1010,0.2587102745209584,Jeffrey Stafford,0.3819235178982604,male,"Morningstar, Inc.","('APA', '2019 q3')",0.0
37665,COG,2019 q3,1010,0.5000035741565162,Jeffrey Stafford,0.4645737568300883,male,"Morningstar, Inc.","('COG', '2019 q3')",0.0
37666,DVN,2019 q3,1010,0.4008698230885864,Jeffrey Stafford,0.3008168877233809,male,"Morningstar, Inc.","('DVN', '2019 q3')",0.0
37667,PXD,2019 q3,1010,0.4375921523857732,Jeffrey Stafford,0.3703387945584773,male,"Morningstar, Inc.","('PXD', '2019 q3')",0.009178831862906614
37668,BKR,2019 q3,1010,0.5695843606002078,Mr. Abhishek Kumar,0.251813964754694,male,HSBC,"('BKR', '2019 q3')",0.0
37669,BKR,2019 q3,1010,0.5695843606002078,Preston Caldwell,0.5739114418819203,male,"Morningstar, Inc.","('BKR', '2019 q3')",0.0
37670,FTI,2019 q3,1010,0.671026912102795,Preston Caldwell,0.7004813733816853,male,"Morningstar, Inc.","('FTI', '2019 q3')",0.0
37671,HAL,2019 q3,1010,0.6289079402948209,Preston Caldwell,0.6726126014286531,male,"Morningstar, Inc.","('HAL', '2019 q3')",0.0
37672,HP,2019 q3,1010,0.6256783798892769,Preston Caldwell,0.6612147371644339,male,"Morningstar, Inc.","('HP', '2019 q3')",0.0
37673,NOV,2019 q3,1010,0.6674839451598481,Preston Caldwell,0.7745507898008972,male,"Morningstar, Inc.","('NOV', '2019 q3')",0.0
37674,SLB,2019 q3,1010,0.4481082968434385,Preston Caldwell,0.5111035235828894,male,"Morningstar, Inc.","('SLB', '2019 q3')",0.0
37675,BKR,2019 q3,1010,0.5695843606002078,"Mr. Pearce W. Hammond, Jr",0.2979902972503367,male,Piper Sandler Companies,"('BKR', '2019 q3')",0.0
37676,BKR,2019 q3,1010,0.5695843606002078,Paige Marcus,0.6315680712386832,female,CFRA Equity Research,"('BKR', '2019 q3')",0.0
37677,FTI,2019 q3,1010,0.671026912102795,Paige Marcus,0.7196623881592134,female,CFRA Equity Research,"('FTI', '2019 q3')",0.0
37678,HAL,2019 q3,1010,0.6289079402948209,Paige Marcus,0.6853543551304394,female,CFRA Equity Research,"('HAL', '2019 q3')",0.0
37679,HP,2019 q3,1010,0.6256783798892769,Paige Marcus,0.5567677411253275,female,CFRA Equity Research,"('HP', '2019 q3')",0.0
37680,NOV,2019 q3,1010,0.6674839451598481,Paige Marcus,0.7190392566850452,female,CFRA Equity Research,"('NOV', '2019 q3')",0.0
37681,SLB,2019 q3,1010,0.4481082968434385,Paige Marcus,0.6330068314620056,female,CFRA Equity Research,"('SLB', '2019 q3')",0.0
37682,BKR,2019 q3,1010,0.5695843606002078,Mr. Chase Mulvehill,0.3117500799402493,male,BofA Global Research,"('BKR', '2019 q3')",0.0
37683,HAL,2019 q3,1010,0.6289079402948209,Mr. Chase Mulvehill,0.2043971204616348,male,BofA Global Research,"('HAL', '2019 q3')",0.0
37684,SLB,2019 q3,1010,0.4481082968434385,Mr. Chase Mulvehill,0.1334478775394266,male,BofA Global Research,"('SLB', '2019 q3')",0.0
37685,BKR,2019 q3,1010,0.5695843606002078,Vaibhav Vaishnav,0.399080984736765,male,Scotiabank GBM,"('BKR', '2019 q3')",0.018859419971704483
37686,FTI,2019 q3,1010,0.671026912102795,Vaibhav Vaishnav,0.348843073670926,male,Scotiabank GBM,"('FTI', '2019 q3')",0.0
37687,HAL,2019 q3,1010,0.6289079402948209,Vaibhav Vaishnav,0.5611481709764636,male,Scotiabank GBM,"('HAL', '2019 q3')",0.0
37688,HP,2019 q3,1010,0.6256783798892769,Vaibhav Vaishnav,0.4191320757098558,male,Scotiabank GBM,"('HP', '2019 q3')",0.0
37689,NOV,2019 q3,1010,0.6674839451598481,Vaibhav Vaishnav,0.2154957416176459,male,Scotiabank GBM,"('NOV', '2019 q3')",0.0
37690,BKR,2019 q3,1010,0.5695843606002078,"Mr. Charles P. Minervino, CFA",0.3400697258348021,male,Susquehanna Financial Group LLLP,"('BKR', '2019 q3')",0.0
37691,FTI,2019 q3,1010,0.671026912102795,"Mr. Charles P. Minervino, CFA",0.7519869755684893,male,Susquehanna Financial Group LLLP,"('FTI', '2019 q3')",0.0
37692,HAL,2019 q3,1010,0.6289079402948209,"Mr. Charles P. Minervino, CFA",0.7973652916722227,male,Susquehanna Financial Group LLLP,"('HAL', '2019 q3')",0.0
37693,HP,2019 q3,1010,0.6256783798892769,"Mr. Charles P. Minervino, CFA",0.7799297621235696,male,Susquehanna Financial Group LLLP,"('HP', '2019 q3')",0.01666666753590107
37694,NOV,2019 q3,1010,0.6674839451598481,"Mr. Charles P. Minervino, CFA",0.750719427755954,male,Susquehanna Financial Group LLLP,"('NOV', '2019 q3')",0.0
37695,SLB,2019 q3,1010,0.4481082968434385,"Mr. Charles P. Minervino, CFA",0.7025431953874097,male,Susquehanna Financial Group LLLP,"('SLB', '2019 q3')",0.0
37696,BKR,2019 q3,1010,0.5695843606002078,Mr. Kurt Hallead,0.3589180598152285,male,RBC Capital Markets,"('BKR', '2019 q3')",0.029107917100191116
37697,FTI,2019 q3,1010,0.671026912102795,Mr. Kurt Hallead,0.2703162554268001,male,RBC Capital Markets,"('FTI', '2019 q3')",0.016935797408223152
37698,HAL,2019 q3,1010,0.6289079402948209,Mr. Kurt Hallead,0.6039153534259525,male,RBC Capital Markets,"('HAL', '2019 q3')",0.03333333507180214
37699,HP,2019 q3,1010,0.6256783798892769,Mr. Kurt Hallead,0.3606678365383981,male,RBC Capital Markets,"('HP', '2019 q3')",0.0
37700,NOV,2019 q3,1010,0.6674839451598481,Mr. Kurt Hallead,0.2790702714536192,male,RBC Capital Markets,"('NOV', '2019 q3')",0.024203209206461906
37701,SLB,2019 q3,1010,0.4481082968434385,Mr. Kurt Hallead,0.2027699626515487,male,RBC Capital Markets,"('SLB', '2019 q3')",0.009529465809464455
37702,BKR,2019 q3,1010,0.5695843606002078,Mr. Jacob A. Lundberg,0.7631946075930335,male,Credit Suisse,"('BKR', '2019 q3')",0.0
37703,HAL,2019 q3,1010,0.6289079402948209,Mr. Jacob A. Lundberg,0.4823987199275545,male,Credit Suisse,"('HAL', '2019 q3')",0.0
37704,HP,2019 q3,1010,0.6256783798892769,Mr. Jacob A. Lundberg,0.5000946083693543,male,Credit Suisse,"('HP', '2019 q3')",0.0
37705,NOV,2019 q3,1010,0.6674839451598481,Mr. Jacob A. Lundberg,0.4815505795655135,male,Credit Suisse,"('NOV', '2019 q3')",0.0
37706,COG,2019 q3,1010,0.5000035741565162,Mr. Stephen Richardson,0.2965767987276529,male,EVERCORE ISI,"('COG', '2019 q3')",0.0
37707,EOG,2019 q3,1010,0.6261876241688127,Mr. Stephen Richardson,0.5734055474477443,male,EVERCORE ISI,"('EOG', '2019 q3')",0.03333333507180214
37708,NBL,2019 q3,1010,0.3326466230215602,Mr. Stephen Richardson,0.0890119678372035,male,EVERCORE ISI,"('NBL', '2019 q3')",0.0
37709,COG,2019 q3,1010,0.5000035741565162,"Michael C. Schmitz, CFA",0.2014315500500737,male,Ladenburg Thalmann & Co. Inc.,"('COG', '2019 q3')",0.0
37710,CXO,2019 q3,1010,0.3510677510476042,"Michael C. Schmitz, CFA",0.1996079059824954,male,Ladenburg Thalmann & Co. Inc.,"('CXO', '2019 q3')",0.0
37711,COG,2019 q3,1010,0.5000035741565162,Ms. Holly B. Stewart,0.6014055353495836,female,Scotiabank GBM,"('COG', '2019 q3')",0.012214253656566143
37712,COG,2019 q3,1010,0.5000035741565162,Mr. Josh Silverstein,0.4045940429288898,male,Wolfe Research,"('COG', '2019 q3')",0.0
37713,CXO,2019 q3,1010,0.3510677510476042,Mr. Josh Silverstein,0.7323901990578366,male,Wolfe Research,"('CXO', '2019 q3')",0.03333333507180214
37714,COG,2019 q3,1010,0.5000035741565162,Mr. Biju Z. Perincheril,0.1293251874979192,male,Susquehanna Financial Group LLLP,"('COG', '2019 q3')",0.0
37715,CXO,2019 q3,1010,0.3510677510476042,Mr. Biju Z. Perincheril,0.1125040549848375,male,Susquehanna Financial Group LLLP,"('CXO', '2019 q3')",0.08382256329059601
37716,EOG,2019 q3,1010,0.6261876241688127,Mr. Biju Z. Perincheril,0.4830958499895341,male,Susquehanna Financial Group LLLP,"('EOG', '2019 q3')",0.0
37717,FANG,2019 q3,1010,0.4524351616913343,Mr. Biju Z. Perincheril,0.4009125413864547,male,Susquehanna Financial Group LLLP,"('FANG', '2019 q3')",0.0
37718,OXY,2019 q3,1010,0.404753936578493,Mr. Biju Z. Perincheril,0.3925818907309827,male,Susquehanna Financial Group LLLP,"('OXY', '2019 q3')",0.0
37719,PXD,2019 q3,1010,0.4375921523857732,Mr. Biju Z. Perincheril,0.3131898913130989,male,Susquehanna Financial Group LLLP,"('PXD', '2019 q3')",0.0
37720,COG,2019 q3,1010,0.5000035741565162,Mr. David A. Deckelbaum,0.5725571707646061,male,Cowen and Company,"('COG', '2019 q3')",0.0
37721,NBL,2019 q3,1010,0.3326466230215602,Mr. David A. Deckelbaum,0.088965909869987,male,Cowen and Company,"('NBL', '2019 q3')",0.0
37722,COP,2019 q3,1010,0.4451037930639875,"Mr. Allen Good, CFA",0.4842243026981083,male,"Morningstar, Inc.","('COP', '2019 q3')",0.0
37723,CVX,2019 q3,1010,0.6164024349868673,"Mr. Allen Good, CFA",0.4536789774162358,male,"Morningstar, Inc.","('CVX', '2019 q3')",0.007452680418888728
37724,HFC,2019 q3,1010,0.7020375452596539,"Mr. Allen Good, CFA",0.6600953086574988,male,"Morningstar, Inc.","('HFC', '2019 q3')",0.0
37725,MPC,2019 q3,1010,0.3768554699848421,"Mr. Allen Good, CFA",0.493791194605936,male,"Morningstar, Inc.","('MPC', '2019 q3')",0.003475296931962172
37726,PSX,2019 q3,1010,0.6014073374587394,"Mr. Allen Good, CFA",0.5337161005316851,male,"Morningstar, Inc.","('PSX', '2019 q3')",0.0
37727,VLO,2019 q3,1010,0.6138025568433463,"Mr. Allen Good, CFA",0.7554684139167118,male,"Morningstar, Inc.","('VLO', '2019 q3')",0.03333333507180214
37728,XOM,2019 q3,1010,0.5415804761923377,"Mr. Allen Good, CFA",0.5554155624234489,male,"Morningstar, Inc.","('XOM', '2019 q3')",0.0
37729,COP,2019 q3,1010,0.4451037930639875,Ms. Jeanine C. Wai,0.242025806351813,female,Barclays,"('COP', '2019 q3')",0.0
37730,CVX,2019 q3,1010,0.6164024349868673,Ms. Jeanine C. Wai,0.2055498638127332,female,Barclays,"('CVX', '2019 q3')",0.0
37731,HES,2019 q3,1010,0.4021866873783243,Ms. Jeanine C. Wai,0.1535653075254177,female,Barclays,"('HES', '2019 q3')",0.0
37732,XOM,2019 q3,1010,0.5415804761923377,Ms. Jeanine C. Wai,0.807704470899255,female,Barclays,"('XOM', '2019 q3')",0.0
37733,CVX,2019 q3,1010,0.6164024349868673,Credit Suisse Global Product Marketing,0.9412628577670992,Not a person,Credit Suisse,"('CVX', '2019 q3')",0.0
37734,EOG,2019 q3,1010,0.6261876241688127,Credit Suisse Global Product Marketing,0.9118213938889828,Not a person,Credit Suisse,"('EOG', '2019 q3')",0.0
37735,MRO,2019 q3,1010,0.5216004820042197,Credit Suisse Global Product Marketing,0.9900063364797772,Not a person,Credit Suisse,"('MRO', '2019 q3')",0.0
37736,CVX,2019 q3,1010,0.6164024349868673,SADIF Research,0.9528745623821918,Not a person,Sadif Analytics Prime,"('CVX', '2019 q3')",0.9287780523300171
37737,DVN,2019 q3,1010,0.4008698230885864,SADIF Research,0.9371394347084938,Not a person,Sadif Analytics Prime,"('DVN', '2019 q3')",0.9187222719192505
37738,FANG,2019 q3,1010,0.4524351616913343,SADIF Research,0.9567433470784116,Not a person,Sadif Analytics Prime,"('FANG', '2019 q3')",0.9408320188522339
37739,FTI,2019 q3,1010,0.671026912102795,SADIF Research,0.9484790206882148,Not a person,Sadif Analytics Prime,"('FTI', '2019 q3')",0.9247018694877625
37740,HFC,2019 q3,1010,0.7020375452596539,SADIF Research,0.9431077605033752,Not a person,Sadif Analytics Prime,"('HFC', '2019 q3')",0.9317167401313782
37741,HP,2019 q3,1010,0.6256783798892769,SADIF Research,0.9810885659745652,Not a person,Sadif Analytics Prime,"('HP', '2019 q3')",0.9063231348991394
37742,PSX,2019 q3,1010,0.6014073374587394,SADIF Research,0.9580086799766974,Not a person,Sadif Analytics Prime,"('PSX', '2019 q3')",0.9320484101772308
37743,VLO,2019 q3,1010,0.6138025568433463,SADIF Research,0.9139400073070268,Not a person,Sadif Analytics Prime,"('VLO', '2019 q3')",0.917911171913147
37744,CVX,2019 q3,1010,0.6164024349868673,Mr. Jason D. Gammel,0.2084987894600856,male,Jefferies,"('CVX', '2019 q3')",0.0
37745,CVX,2019 q3,1010,0.6164024349868673,Mr. Henry M. Tarr,0.6203845166972137,male,Berenberg,"('CVX', '2019 q3')",0.0
37746,FTI,2019 q3,1010,0.671026912102795,Mr. Henry M. Tarr,0.3271077871095805,male,Berenberg,"('FTI', '2019 q3')",0.0
37747,XOM,2019 q3,1010,0.5415804761923377,Mr. Henry M. Tarr,0.3474693578408748,male,Berenberg,"('XOM', '2019 q3')",0.01646651141345501
37748,CXO,2019 q3,1010,0.3510677510476042,"Mr. Dave Meats, CFA",0.386864367124725,male,"Morningstar, Inc.","('CXO', '2019 q3')",0.0
37749,EOG,2019 q3,1010,0.6261876241688127,"Mr. Dave Meats, CFA",0.5399050901296865,male,"Morningstar, Inc.","('EOG', '2019 q3')",0.004668327669302623
37750,FANG,2019 q3,1010,0.4524351616913343,"Mr. Dave Meats, CFA",0.4416379115068705,male,"Morningstar, Inc.","('FANG', '2019 q3')",0.024611382745206356
37751,HES,2019 q3,1010,0.4021866873783243,"Mr. Dave Meats, CFA",0.709368746663418,male,"Morningstar, Inc.","('HES', '2019 q3')",0.0
37752,MRO,2019 q3,1010,0.5216004820042197,"Mr. Dave Meats, CFA",0.5217758255794975,male,"Morningstar, Inc.","('MRO', '2019 q3')",0.0043369146684805555
37753,NBL,2019 q3,1010,0.3326466230215602,"Mr. Dave Meats, CFA",0.4229831179930737,male,"Morningstar, Inc.","('NBL', '2019 q3')",0.0
37754,OXY,2019 q3,1010,0.404753936578493,"Mr. Dave Meats, CFA",0.4596810940379135,male,"Morningstar, Inc.","('OXY', '2019 q3')",0.00457499735057354
37755,CXO,2019 q3,1010,0.3510677510476042,"Drew E. Venker, CFA",0.3603850418580777,male,Morgan Stanley,"('CXO', '2019 q3')",0.0
37756,CXO,2019 q3,1010,0.3510677510476042,Mr. Gail N. Dodds,0.1179630579233671,male,Stephens Inc.,"('CXO', '2019 q3')",0.0
37757,DVN,2019 q3,1010,0.4008698230885864,Acquisdata Research Team,0.2555778318243171,Not a person,Acquisdata,"('DVN', '2019 q3')",0.0
37758,KMI,2019 q3,1010,0.4402342604897996,Acquisdata Research Team,0.26084113695659,Not a person,Acquisdata,"('KMI', '2019 q3')",0.0
37759,XOM,2019 q3,1010,0.5415804761923377,Acquisdata Research Team,0.3172902477745342,Not a person,Acquisdata,"('XOM', '2019 q3')",0.0
37760,EOG,2019 q3,1010,0.6261876241688127,Mr. Matthew A. Anavy,0.2412154215032255,male,JPMorgan Econ & FI,"('EOG', '2019 q3')",0.0
37761,WMB,2019 q3,1010,0.5835373488968462,Mr. Matthew A. Anavy,0.2771281824550994,male,JPMorgan Econ & FI,"('WMB', '2019 q3')",0.0
37762,EOG,2019 q3,1010,0.6261876241688127,Irene Haas,0.5734055474477443,female,"Imperial Capital, LLC","('EOG', '2019 q3')",0.03333333507180214
37763,NBL,2019 q3,1010,0.3326466230215602,Irene Haas,0.7574959445569881,female,"Imperial Capital, LLC","('NBL', '2019 q3')",0.03333333507180214
37764,FANG,2019 q3,1010,0.4524351616913343,Mr. John M. White,0.1518125925940871,male,"Roth Capital Partners, Inc.","('FANG', '2019 q3')",0.02045549638569355
37765,FANG,2019 q3,1010,0.4524351616913343,Jeff S. Grampp,0.1704942818025398,male,Northland Securities,"('FANG', '2019 q3')",0.0
37766,FTI,2019 q3,1010,0.671026912102795,Sra. Lillian Starke,0.2719357177615918,female,Morgan Stanley,"('FTI', '2019 q3')",0.0
37767,FTI,2019 q3,1010,0.671026912102795,Mr. Vlad Sergievskii,0.3337754795067092,male,BofA Global Research,"('FTI', '2019 q3')",0.0
37768,FTI,2019 q3,1010,0.671026912102795,Mr. James C. West,0.2300268425692288,male,EVERCORE ISI,"('FTI', '2019 q3')",0.0
37769,HAL,2019 q3,1010,0.6289079402948209,Mr. James C. West,0.2420102650834956,male,EVERCORE ISI,"('HAL', '2019 q3')",0.0
37770,HP,2019 q3,1010,0.6256783798892769,Mr. James C. West,0.2490548665718827,male,EVERCORE ISI,"('HP', '2019 q3')",0.008373675867915154
37771,NOV,2019 q3,1010,0.6674839451598481,Mr. James C. West,0.3534710722897217,male,EVERCORE ISI,"('NOV', '2019 q3')",0.0
37772,SLB,2019 q3,1010,0.4481082968434385,Mr. James C. West,0.2028310673297983,male,EVERCORE ISI,"('SLB', '2019 q3')",0.0
37773,FTI,2019 q3,1010,0.671026912102795,"Mr. David R. Farrell, CFA",0.6089735217691299,male,Credit Suisse,"('FTI', '2019 q3')",0.0
37774,FTI,2019 q3,1010,0.671026912102795,Mr. Guillaume Delaby,0.745360665721029,male,Societe Generale,"('FTI', '2019 q3')",0.0
37775,FTI,2019 q3,1010,0.671026912102795,Bertrand Hodee,0.32116646729384,male,Kepler Cheuvreux,"('FTI', '2019 q3')",0.0
37776,FTI,2019 q3,1010,0.671026912102795,"Mr. Simon T. Wong, CFA",0.5005412790630448,male,Gabelli & Company,"('FTI', '2019 q3')",0.03333333507180214
37777,NOV,2019 q3,1010,0.6674839451598481,"Mr. Simon T. Wong, CFA",0.6321609841879905,male,Gabelli & Company,"('NOV', '2019 q3')",0.03333333507180214
37778,FTI,2019 q3,1010,0.671026912102795,"Mr. Marc G. Bianchi, CFA",0.3644576685882351,male,Cowen and Company,"('FTI', '2019 q3')",0.0
37779,HAL,2019 q3,1010,0.6289079402948209,"Mr. Marc G. Bianchi, CFA",0.2270510650124919,male,Cowen and Company,"('HAL', '2019 q3')",0.0
37780,HP,2019 q3,1010,0.6256783798892769,"Mr. Marc G. Bianchi, CFA",0.2529906681094901,male,Cowen and Company,"('HP', '2019 q3')",0.0
37781,NOV,2019 q3,1010,0.6674839451598481,"Mr. Marc G. Bianchi, CFA",0.4660295151114874,male,Cowen and Company,"('NOV', '2019 q3')",0.0
37782,FTI,2019 q3,1010,0.671026912102795,Mr. Jean Pierre Dmirdjian,0.5005986231131057,male,MainFirst Bank AG,"('FTI', '2019 q3')",0.03333333507180214
37783,FTI,2019 q3,1010,0.671026912102795,Mr. Mark Wilson,0.2620309015088491,male,Jefferies,"('FTI', '2019 q3')",0.0
37784,FTI,2019 q3,1010,0.671026912102795,Mr. William A. Herbert,0.4990991693775318,male,Piper Sandler Companies,"('FTI', '2019 q3')",0.0
37785,SLB,2019 q3,1010,0.4481082968434385,Mr. William A. Herbert,0.1626439451208692,male,Piper Sandler Companies,"('SLB', '2019 q3')",0.0
37786,HAL,2019 q3,1010,0.6289079402948209,Mr. Brad P. Handler,0.2660956009310136,male,Jefferies,"('HAL', '2019 q3')",0.0
37787,NOV,2019 q3,1010,0.6674839451598481,Mr. Brad P. Handler,0.2677083862019442,male,Jefferies,"('NOV', '2019 q3')",0.0
37788,SLB,2019 q3,1010,0.4481082968434385,Mr. Brad P. Handler,0.1433388989546379,male,Jefferies,"('SLB', '2019 q3')",0.0
37789,HAL,2019 q3,1010,0.6289079402948209,"Mr. J. David J. Anderson, CFA",0.5944408098607121,male,Barclays,"('HAL', '2019 q3')",0.0
37790,HP,2019 q3,1010,0.6256783798892769,"Mr. J. David J. Anderson, CFA",0.184848948134061,male,Barclays,"('HP', '2019 q3')",0.0
37791,SLB,2019 q3,1010,0.4481082968434385,"Mr. J. David J. Anderson, CFA",0.1945608175034745,male,Barclays,"('SLB', '2019 q3')",0.0
37792,HES,2019 q3,1010,0.4021866873783243,Doug Terreson,0.2356997509433458,male,EVERCORE ISI,"('HES', '2019 q3')",0.0
37793,MPC,2019 q3,1010,0.3768554699848421,Doug Terreson,0.2647120160168443,male,EVERCORE ISI,"('MPC', '2019 q3')",0.0
37794,OXY,2019 q3,1010,0.404753936578493,Doug Terreson,0.1949698433865756,male,EVERCORE ISI,"('OXY', '2019 q3')",0.01079735066741705
37795,HFC,2019 q3,1010,0.7020375452596539,Mr. Manav Gupta,0.4131831691432171,male,Credit Suisse,"('HFC', '2019 q3')",0.0
37796,MPC,2019 q3,1010,0.3768554699848421,Mr. Manav Gupta,0.2883437876983378,male,Credit Suisse,"('MPC', '2019 q3')",0.0
37797,PSX,2019 q3,1010,0.6014073374587394,Mr. Manav Gupta,0.3621476584475714,male,Credit Suisse,"('PSX', '2019 q3')",0.0
37798,VLO,2019 q3,1010,0.6138025568433463,Mr. Manav Gupta,0.338113373204527,male,Credit Suisse,"('VLO', '2019 q3')",0.0
37799,HFC,2019 q3,1010,0.7020375452596539,"Mr. Brad Heffern, CFA",0.4224406150260609,male,RBC Capital Markets,"('HFC', '2019 q3')",0.0
37800,MPC,2019 q3,1010,0.3768554699848421,"Mr. Brad Heffern, CFA",0.1324573521785861,male,RBC Capital Markets,"('MPC', '2019 q3')",0.0
37801,PSX,2019 q3,1010,0.6014073374587394,"Mr. Brad Heffern, CFA",0.3085030174841902,male,RBC Capital Markets,"('PSX', '2019 q3')",0.0
37802,VLO,2019 q3,1010,0.6138025568433463,"Mr. Brad Heffern, CFA",0.3349816399370225,male,RBC Capital Markets,"('VLO', '2019 q3')",0.0
37803,HP,2019 q3,1010,0.6256783798892769,John Watson,0.3602453641519089,male,Piper Sandler Companies,"('HP', '2019 q3')",0.0
37804,HP,2019 q3,1010,0.6256783798892769,Mr. Blake Gendron,0.2670645998097684,male,Wolfe Research,"('HP', '2019 q3')",0.0
37805,NOV,2019 q3,1010,0.6674839451598481,Mr. Blake Gendron,0.3348674890081059,male,Wolfe Research,"('NOV', '2019 q3')",0.0
37806,KMI,2019 q3,1010,0.4402342604897996,Keith Stanley,0.31307666491044,male,Wolfe Research,"('KMI', '2019 q3')",0.04413956589996815
37807,KMI,2019 q3,1010,0.4402342604897996,Dennis Coleman,0.2830396305359305,male,BofA Global Research,"('KMI', '2019 q3')",0.0
37808,OKE,2019 q3,1010,0.340029668864259,Dennis Coleman,0.2741964424090616,male,BofA Global Research,"('OKE', '2019 q3')",0.0
37809,WMB,2019 q3,1010,0.5835373488968462,Dennis Coleman,0.4875525753242607,male,BofA Global Research,"('WMB', '2019 q3')",0.020525772124528885
37810,KMI,2019 q3,1010,0.4402342604897996,"Christopher P. Sighinolfi, CFA, CFA",0.494540804686212,male,Jefferies,"('KMI', '2019 q3')",0.0
37811,MPC,2019 q3,1010,0.3768554699848421,"Christopher P. Sighinolfi, CFA, CFA",0.1395972321157839,male,Jefferies,"('MPC', '2019 q3')",0.0
37812,KMI,2019 q3,1010,0.4402342604897996,"Mr. Spiro M. Dounis, CFA",0.2691106929327843,male,Credit Suisse,"('KMI', '2019 q3')",0.0
37813,OKE,2019 q3,1010,0.340029668864259,"Mr. Spiro M. Dounis, CFA",0.3842386872884294,male,Credit Suisse,"('OKE', '2019 q3')",0.0
37814,WMB,2019 q3,1010,0.5835373488968462,"Mr. Spiro M. Dounis, CFA",0.3666231490996205,male,Credit Suisse,"('WMB', '2019 q3')",0.0
37815,KMI,2019 q3,1010,0.4402342604897996,Mr. Travis Miller,0.600080342960205,male,"Morningstar, Inc.","('KMI', '2019 q3')",0.0
37816,KMI,2019 q3,1010,0.4402342604897996,"Ms. Elvira Scotto, CFA",0.143170447332563,female,RBC Capital Markets,"('KMI', '2019 q3')",0.0
37817,OKE,2019 q3,1010,0.340029668864259,"Ms. Elvira Scotto, CFA",0.1098400424067187,female,RBC Capital Markets,"('OKE', '2019 q3')",0.0
37818,KMI,2019 q3,1010,0.4402342604897996,Tristan Richardson,0.168074109613446,male,SunTrust Robinson Humphrey Capital Markets,"('KMI', '2019 q3')",0.0
37819,OKE,2019 q3,1010,0.340029668864259,Tristan Richardson,0.0969408765726069,male,SunTrust Robinson Humphrey Capital Markets,"('OKE', '2019 q3')",0.0
37820,KMI,2019 q3,1010,0.4402342604897996,Mr. Michael J. Blum,0.1557291781486679,male,"Wells Fargo Securities, LLC","('KMI', '2019 q3')",0.0
37821,OKE,2019 q3,1010,0.340029668864259,Mr. Michael J. Blum,0.1049568592553866,male,"Wells Fargo Securities, LLC","('OKE', '2019 q3')",0.0
37822,MPC,2019 q3,1010,0.3768554699848421,Mr. Jason Gabelman,0.3292740609713998,male,Cowen and Company,"('MPC', '2019 q3')",0.0
37823,PSX,2019 q3,1010,0.6014073374587394,Mr. Jason Gabelman,0.4410706342208546,male,Cowen and Company,"('PSX', '2019 q3')",0.0
37824,NOV,2019 q3,1010,0.6674839451598481,Mr. Christopher A. Jacobson,0.9474199883679916,male,Susquehanna Financial Group LLLP,"('NOV', '2019 q3')",0.014809333719313145
37825,OKE,2019 q3,1010,0.340029668864259,Mr. Barrett A. Blaschke,0.1499553262425592,male,MUFG Securities Americas Inc.,"('OKE', '2019 q3')",0.0
37826,OKE,2019 q3,1010,0.340029668864259,Alex Kania,0.1924659026519342,male,Wolfe Research,"('OKE', '2019 q3')",0.0
37827,WMB,2019 q3,1010,0.5835373488968462,Alex Kania,0.2904447004571742,male,Wolfe Research,"('WMB', '2019 q3')",0.0
37828,OKE,2019 q3,1010,0.340029668864259,Mr. Stephen Ellis,0.4405003816232154,male,"Morningstar, Inc.","('OKE', '2019 q3')",0.0
37829,WMB,2019 q3,1010,0.5835373488968462,Mr. Stephen Ellis,0.628863846036038,male,"Morningstar, Inc.","('WMB', '2019 q3')",0.0
37830,PXD,2019 q3,1010,0.4375921523857732,Claire Ye,0.7295108726810317,female,"Imperial Capital, LLC","('PXD', '2019 q3')",0.03333333507180214
37831,WMB,2019 q3,1010,0.5835373488968462,"Ms. Christine Cho, CFA",0.7260204943211821,female,Barclays,"('WMB', '2019 q3')",0.014744789339601994
37832,WMB,2019 q3,1010,0.5835373488968462,"Mr. TJ J. Schultz, CFA",0.3600042699697731,male,RBC Capital Markets,"('WMB', '2019 q3')",0.0
37833,XOM,2019 q3,1010,0.5415804761923377,Mr. Biraj Borkhataria,0.3780019019163142,male,RBC Capital Markets,"('XOM', '2019 q3')",0.01666666753590107
37834,CMG,2018 q1,2530,0.3705577403797068,Ms. Lynne L. Collier,0.163357671312071,female,Canaccord Genuity,"('CMG', '2018 q1')",0.0
37835,DRI,2018 q1,2530,0.5905904152527705,Ms. Lynne L. Collier,0.1324780408309878,female,Canaccord Genuity,"('DRI', '2018 q1')",0.0
37836,MCD,2018 q1,2530,0.4321027677671299,Ms. Lynne L. Collier,0.2611826669193299,female,Canaccord Genuity,"('MCD', '2018 q1')",0.0
37837,CMG,2018 q1,2530,0.3705577403797068,"Tuna N. Amobi, CFA",0.5394306777144338,male,CFRA Equity Research,"('CMG', '2018 q1')",0.0
37838,DPZ,2018 q1,2530,0.4012867416163813,"Tuna N. Amobi, CFA",0.5417129007861464,male,CFRA Equity Research,"('DPZ', '2018 q1')",0.0
37839,DRI,2018 q1,2530,0.5905904152527705,"Tuna N. Amobi, CFA",0.5772855048953777,male,CFRA Equity Research,"('DRI', '2018 q1')",0.0
37840,HLT,2018 q1,2530,0.5173526314870286,"Tuna N. Amobi, CFA",0.6168761179499977,male,CFRA Equity Research,"('HLT', '2018 q1')",0.0
37841,LVS,2018 q1,2530,0.3786096257705096,"Tuna N. Amobi, CFA",0.3642832535853303,male,CFRA Equity Research,"('LVS', '2018 q1')",0.0
37842,MAR,2018 q1,2530,0.5243187788520917,"Tuna N. Amobi, CFA",0.7101434290029233,male,CFRA Equity Research,"('MAR', '2018 q1')",0.0
37843,MCD,2018 q1,2530,0.4321027677671299,"Tuna N. Amobi, CFA",0.6527854027783638,male,CFRA Equity Research,"('MCD', '2018 q1')",0.0
37844,MGM,2018 q1,2530,0.6082674349268533,"Tuna N. Amobi, CFA",0.3955632846283293,male,CFRA Equity Research,"('MGM', '2018 q1')",0.0
37845,SBUX,2018 q1,2530,0.5563261406141242,"Tuna N. Amobi, CFA",0.6243459054665135,male,CFRA Equity Research,"('SBUX', '2018 q1')",0.0
37846,WYNN,2018 q1,2530,0.5037275427559649,"Tuna N. Amobi, CFA",0.3824407936017883,male,CFRA Equity Research,"('WYNN', '2018 q1')",0.0
37847,YUM,2018 q1,2530,0.6901489107650378,"Tuna N. Amobi, CFA",0.6626186619697173,male,CFRA Equity Research,"('YUM', '2018 q1')",0.0
37848,CMG,2018 q1,2530,0.3705577403797068,Mr. Peter M. Saleh,0.0930880842460737,male,BTIG,"('CMG', '2018 q1')",0.0
37849,DPZ,2018 q1,2530,0.4012867416163813,Mr. Peter M. Saleh,0.1382956497239063,male,BTIG,"('DPZ', '2018 q1')",0.010541648603975773
37850,DRI,2018 q1,2530,0.5905904152527705,Mr. Peter M. Saleh,0.1772806506821637,male,BTIG,"('DRI', '2018 q1')",0.00716639868915081
37851,MCD,2018 q1,2530,0.4321027677671299,Mr. Peter M. Saleh,0.1093771961282122,male,BTIG,"('MCD', '2018 q1')",0.0
37852,SBUX,2018 q1,2530,0.5563261406141242,Mr. Peter M. Saleh,0.3436488487562179,male,BTIG,"('SBUX', '2018 q1')",0.0
37853,YUM,2018 q1,2530,0.6901489107650378,Mr. Peter M. Saleh,0.4893542711729197,male,BTIG,"('YUM', '2018 q1')",0.0
37854,CMG,2018 q1,2530,0.3705577403797068,"Mr. R.J. J. Hottovy, Jr",0.3606616580585975,male,"Morningstar, Inc.","('CMG', '2018 q1')",0.0
37855,DRI,2018 q1,2530,0.5905904152527705,"Mr. R.J. J. Hottovy, Jr",0.4239736965425348,male,"Morningstar, Inc.","('DRI', '2018 q1')",0.0
37856,MCD,2018 q1,2530,0.4321027677671299,"Mr. R.J. J. Hottovy, Jr",0.4239632387466378,male,"Morningstar, Inc.","('MCD', '2018 q1')",0.0
37857,SBUX,2018 q1,2530,0.5563261406141242,"Mr. R.J. J. Hottovy, Jr",0.4682681002833149,male,"Morningstar, Inc.","('SBUX', '2018 q1')",0.0
37858,CMG,2018 q1,2530,0.3705577403797068,Gregory Francfort,0.3811836059952522,male,BofA Global Research,"('CMG', '2018 q1')",0.016830726992338896
37859,DPZ,2018 q1,2530,0.4012867416163813,Gregory Francfort,0.3726266827938788,male,BofA Global Research,"('DPZ', '2018 q1')",0.007444216559330623
37860,DRI,2018 q1,2530,0.5905904152527705,Gregory Francfort,0.4156496265491374,male,BofA Global Research,"('DRI', '2018 q1')",0.035223073326051235
37861,MCD,2018 q1,2530,0.4321027677671299,Gregory Francfort,0.579614751749968,male,BofA Global Research,"('MCD', '2018 q1')",0.030722732345263164
37862,SBUX,2018 q1,2530,0.5563261406141242,Gregory Francfort,0.6731416207998919,male,BofA Global Research,"('SBUX', '2018 q1')",0.035564033314585686
37863,YUM,2018 q1,2530,0.6901489107650378,Gregory Francfort,0.4917838355522662,male,BofA Global Research,"('YUM', '2018 q1')",0.0
37864,CMG,2018 q1,2530,0.3705577403797068,Mr. William E. Slabaugh,0.310416144225521,male,Stephens Inc.,"('CMG', '2018 q1')",0.0
37865,DPZ,2018 q1,2530,0.4012867416163813,Mr. William E. Slabaugh,0.2279725750987505,male,Stephens Inc.,"('DPZ', '2018 q1')",0.0
37866,DRI,2018 q1,2530,0.5905904152527705,Mr. William E. Slabaugh,0.2135097826301832,male,Stephens Inc.,"('DRI', '2018 q1')",0.0
37867,MCD,2018 q1,2530,0.4321027677671299,Mr. William E. Slabaugh,0.1833976556356006,male,Stephens Inc.,"('MCD', '2018 q1')",0.0
37868,CMG,2018 q1,2530,0.3705577403797068,"Mr. Andrew M. Charles, CFA",0.1174348698396656,male,Cowen and Company,"('CMG', '2018 q1')",0.026747826486825943
37869,MCD,2018 q1,2530,0.4321027677671299,"Mr. Andrew M. Charles, CFA",0.1356606667494277,male,Cowen and Company,"('MCD', '2018 q1')",0.0
37870,SBUX,2018 q1,2530,0.5563261406141242,"Mr. Andrew M. Charles, CFA",0.3490695543224247,male,Cowen and Company,"('SBUX', '2018 q1')",0.0
37871,YUM,2018 q1,2530,0.6901489107650378,"Mr. Andrew M. Charles, CFA",0.5731186171804871,male,Cowen and Company,"('YUM', '2018 q1')",0.0
37872,CMG,2018 q1,2530,0.3705577403797068,David S. Palmer,0.1509872992495253,male,RBC Capital Markets,"('CMG', '2018 q1')",0.013780012726783752
37873,DRI,2018 q1,2530,0.5905904152527705,David S. Palmer,0.2019616910889277,male,RBC Capital Markets,"('DRI', '2018 q1')",0.02592392358928919
37874,MCD,2018 q1,2530,0.4321027677671299,David S. Palmer,0.1414034816497948,male,RBC Capital Markets,"('MCD', '2018 q1')",0.03484531957656145
37875,SBUX,2018 q1,2530,0.5563261406141242,David S. Palmer,0.2799915958244674,male,RBC Capital Markets,"('SBUX', '2018 q1')",0.03845081478357315
37876,YUM,2018 q1,2530,0.6901489107650378,David S. Palmer,0.2917031143774857,male,RBC Capital Markets,"('YUM', '2018 q1')",0.02017707284539938
37877,CMG,2018 q1,2530,0.3705577403797068,"Mr. Jason T. West, CFA",0.1981454521136832,male,Credit Suisse,"('CMG', '2018 q1')",0.0
37878,DPZ,2018 q1,2530,0.4012867416163813,"Mr. Jason T. West, CFA",0.1965020199714555,male,Credit Suisse,"('DPZ', '2018 q1')",0.0
37879,MCD,2018 q1,2530,0.4321027677671299,"Mr. Jason T. West, CFA",0.2505143303362155,male,Credit Suisse,"('MCD', '2018 q1')",0.0
37880,SBUX,2018 q1,2530,0.5563261406141242,"Mr. Jason T. West, CFA",0.4457096283669867,male,Credit Suisse,"('SBUX', '2018 q1')",0.0
37881,CMG,2018 q1,2530,0.3705577403797068,Jeffrey A. A. Bernstein,0.1742735188935356,male,Barclays,"('CMG', '2018 q1')",0.010502235032618046
37882,DPZ,2018 q1,2530,0.4012867416163813,Jeffrey A. A. Bernstein,0.1077589959156251,male,Barclays,"('DPZ', '2018 q1')",0.0
37883,DRI,2018 q1,2530,0.5905904152527705,Jeffrey A. A. Bernstein,0.5946878396524715,male,Barclays,"('DRI', '2018 q1')",0.0
37884,MCD,2018 q1,2530,0.4321027677671299,Jeffrey A. A. Bernstein,0.116689489531512,male,Barclays,"('MCD', '2018 q1')",0.0
37885,CMG,2018 q1,2530,0.3705577403797068,Mr. Brett Levy,0.5444372235795091,male,Deutsche Bank,"('CMG', '2018 q1')",0.0
37886,DPZ,2018 q1,2530,0.4012867416163813,Mr. Brett Levy,0.8099730417336853,male,Deutsche Bank,"('DPZ', '2018 q1')",0.0
37887,DRI,2018 q1,2530,0.5905904152527705,Mr. Brett Levy,0.8832211963460884,male,Deutsche Bank,"('DRI', '2018 q1')",0.0
37888,MCD,2018 q1,2530,0.4321027677671299,Mr. Brett Levy,0.8189689291049751,male,Deutsche Bank,"('MCD', '2018 q1')",0.0
37889,SBUX,2018 q1,2530,0.5563261406141242,Mr. Brett Levy,0.8120868790628064,male,Deutsche Bank,"('SBUX', '2018 q1')",0.0
37890,YUM,2018 q1,2530,0.6901489107650378,Mr. Brett Levy,0.8016609416688255,male,Deutsche Bank,"('YUM', '2018 q1')",0.0
37891,CMG,2018 q1,2530,0.3705577403797068,Mr. Nick Setyan,0.4720812069748443,male,Wedbush Securities Inc.,"('CMG', '2018 q1')",0.0
37892,SBUX,2018 q1,2530,0.5563261406141242,Mr. Nick Setyan,0.4472998641807816,male,Wedbush Securities Inc.,"('SBUX', '2018 q1')",0.0
37893,CMG,2018 q1,2530,0.3705577403797068,Mr. Stephen Anderson,0.0711276492326202,male,Maxim Group,"('CMG', '2018 q1')",0.0
37894,DPZ,2018 q1,2530,0.4012867416163813,Mr. Stephen Anderson,0.1298369313377838,male,Maxim Group,"('DPZ', '2018 q1')",0.008691447786986828
37895,DRI,2018 q1,2530,0.5905904152527705,Mr. Stephen Anderson,0.1332517711677412,male,Maxim Group,"('DRI', '2018 q1')",0.0
37896,CMG,2018 q1,2530,0.3705577403797068,Nicole Miller Regan,0.1765986726093392,female,Piper Sandler Companies,"('CMG', '2018 q1')",0.0
37897,DRI,2018 q1,2530,0.5905904152527705,Nicole Miller Regan,0.4112212725159613,female,Piper Sandler Companies,"('DRI', '2018 q1')",0.0
37898,SBUX,2018 q1,2530,0.5563261406141242,Nicole Miller Regan,0.1807527630086361,female,Piper Sandler Companies,"('SBUX', '2018 q1')",0.005543008912354708
37899,CMG,2018 q1,2530,0.3705577403797068,Mr. John S. Glass,0.2279900853748539,male,Morgan Stanley,"('CMG', '2018 q1')",0.0
37900,DRI,2018 q1,2530,0.5905904152527705,Mr. John S. Glass,0.4353592287092134,male,Morgan Stanley,"('DRI', '2018 q1')",0.0
37901,YUM,2018 q1,2530,0.6901489107650378,Mr. John S. Glass,0.2695209224848728,male,Morgan Stanley,"('YUM', '2018 q1')",0.0
37902,CMG,2018 q1,2530,0.3705577403797068,Mr. Jake Bartlett,0.0658480021218891,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2018 q1')",0.012001256458461285
37903,DRI,2018 q1,2530,0.5905904152527705,Mr. Jake Bartlett,0.1161026501874422,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2018 q1')",0.0
37904,MCD,2018 q1,2530,0.4321027677671299,Mr. Jake Bartlett,0.0838731596009964,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2018 q1')",0.019838632084429264
37905,CMG,2018 q1,2530,0.3705577403797068,Mr. Andy M. Barish,0.1017984183573191,male,Jefferies,"('CMG', '2018 q1')",0.0
37906,MCD,2018 q1,2530,0.4321027677671299,Mr. Andy M. Barish,0.0908713437274455,male,Jefferies,"('MCD', '2018 q1')",0.0
37907,SBUX,2018 q1,2530,0.5563261406141242,Mr. Andy M. Barish,0.1877327619668419,male,Jefferies,"('SBUX', '2018 q1')",0.011807250790297985
37908,CMG,2018 q1,2530,0.3705577403797068,"Ms. Sharon M. Zackfia, CFA",0.1202135625962094,female,William Blair & Company,"('CMG', '2018 q1')",0.0
37909,CMG,2018 q1,2530,0.3705577403797068,Mr. Matthew J. DiFrisco,0.1197782938733742,male,Guggenheim Securities LLC,"('CMG', '2018 q1')",0.0
37910,DPZ,2018 q1,2530,0.4012867416163813,Mr. Matthew J. DiFrisco,0.1356961586513341,male,Guggenheim Securities LLC,"('DPZ', '2018 q1')",0.0149327851831913
37911,DRI,2018 q1,2530,0.5905904152527705,Mr. Matthew J. DiFrisco,0.1263788040251072,male,Guggenheim Securities LLC,"('DRI', '2018 q1')",0.0
37912,MCD,2018 q1,2530,0.4321027677671299,Mr. Matthew J. DiFrisco,0.1446115579251644,male,Guggenheim Securities LLC,"('MCD', '2018 q1')",0.0
37913,SBUX,2018 q1,2530,0.5563261406141242,Mr. Matthew J. DiFrisco,0.1547166970445734,male,Guggenheim Securities LLC,"('SBUX', '2018 q1')",0.0
37914,DPZ,2018 q1,2530,0.4012867416163813,"Mr. Brian Bittner, CFA",0.1299485948435684,male,"Oppenheimer & Co., Inc.","('DPZ', '2018 q1')",0.0
37915,DRI,2018 q1,2530,0.5905904152527705,"Mr. Brian Bittner, CFA",0.2001804116973514,male,"Oppenheimer & Co., Inc.","('DRI', '2018 q1')",0.0
37916,SBUX,2018 q1,2530,0.5563261406141242,"Mr. Brian Bittner, CFA",0.1655385677775954,male,"Oppenheimer & Co., Inc.","('SBUX', '2018 q1')",0.0
37917,DRI,2018 q1,2530,0.5905904152527705,SADIF Research,0.9627759935879272,Not a person,Sadif Analytics Prime,"('DRI', '2018 q1')",0.9622597098350525
37918,MGM,2018 q1,2530,0.6082674349268533,SADIF Research,0.9965423792596216,Not a person,Sadif Analytics Prime,"('MGM', '2018 q1')",0.9699040651321411
37919,YUM,2018 q1,2530,0.6901489107650378,SADIF Research,0.9702621509137273,Not a person,Sadif Analytics Prime,"('YUM', '2018 q1')",0.9310979247093201
37920,DRI,2018 q1,2530,0.5905904152527705,Morningstar Credit Analysts,0.7229231430862657,Not a person,Morningstar Credit Research,"('DRI', '2018 q1')",0.05882176756858826
37921,DRI,2018 q1,2530,0.5905904152527705,CFRA Research,0.5606866954650922,Not a person,CFRA Equity Research,"('DRI', '2018 q1')",0.0
37922,HRB,2018 q1,2530,0.661909454137253,CFRA Research,0.8420873925425595,Not a person,CFRA Equity Research,"('HRB', '2018 q1')",0.0
37923,LVS,2018 q1,2530,0.3786096257705096,CFRA Research,0.3566747245177659,Not a person,CFRA Equity Research,"('LVS', '2018 q1')",0.0
37924,MGM,2018 q1,2530,0.6082674349268533,CFRA Research,0.3946598903416655,Not a person,CFRA Equity Research,"('MGM', '2018 q1')",0.0
37925,WYNN,2018 q1,2530,0.5037275427559649,CFRA Research,0.3666672058648252,Not a person,CFRA Equity Research,"('WYNN', '2018 q1')",0.0
37926,HLT,2018 q1,2530,0.5173526314870286,"Mr. Wes K. Golladay, CFA",0.2619779205375554,male,RBC Capital Markets,"('HLT', '2018 q1')",0.0
37927,MAR,2018 q1,2530,0.5243187788520917,"Mr. Wes K. Golladay, CFA",0.3211495694058672,male,RBC Capital Markets,"('MAR', '2018 q1')",0.0
37928,HLT,2018 q1,2530,0.5173526314870286,C. Patrick Scholes,0.17330638579628,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2018 q1')",0.0
37929,NCLH,2018 q1,2530,0.5748645670531031,C. Patrick Scholes,0.2827595995367467,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2018 q1')",0.0
37930,RCL,2018 q1,2530,0.6825694655882995,C. Patrick Scholes,0.4910151731265132,male,SunTrust Robinson Humphrey Capital Markets,"('RCL', '2018 q1')",0.0
37931,HLT,2018 q1,2530,0.5173526314870286,Mr. Dan Wasiolek,0.4286605036330929,male,"Morningstar, Inc.","('HLT', '2018 q1')",0.0
37932,LVS,2018 q1,2530,0.3786096257705096,Mr. Dan Wasiolek,0.2677847845506342,male,"Morningstar, Inc.","('LVS', '2018 q1')",0.0
37933,MAR,2018 q1,2530,0.5243187788520917,Mr. Dan Wasiolek,0.534708082890791,male,"Morningstar, Inc.","('MAR', '2018 q1')",0.0
37934,WYNN,2018 q1,2530,0.5037275427559649,Mr. Dan Wasiolek,0.2768388556129801,male,"Morningstar, Inc.","('WYNN', '2018 q1')",0.0
37935,HLT,2018 q1,2530,0.5173526314870286,Shaun C. Kelley,0.6243352092600669,male,BofA Global Research,"('HLT', '2018 q1')",0.025647761300206184
37936,LVS,2018 q1,2530,0.3786096257705096,Shaun C. Kelley,0.2663558089840204,male,BofA Global Research,"('LVS', '2018 q1')",0.0
37937,MAR,2018 q1,2530,0.5243187788520917,Shaun C. Kelley,0.4503772796299873,male,BofA Global Research,"('MAR', '2018 q1')",0.0
37938,WYNN,2018 q1,2530,0.5037275427559649,Shaun C. Kelley,0.5047143278324157,male,BofA Global Research,"('WYNN', '2018 q1')",0.007344663143157959
37939,HLT,2018 q1,2530,0.5173526314870286,"Jeffrey J. Donnelly, CFA",0.2243488640902957,male,"Wells Fargo Securities, LLC","('HLT', '2018 q1')",0.01602778024971485
37940,MAR,2018 q1,2530,0.5243187788520917,"Jeffrey J. Donnelly, CFA",0.3515805220870029,male,"Wells Fargo Securities, LLC","('MAR', '2018 q1')",0.0
37941,HLT,2018 q1,2530,0.5173526314870286,"Ms. Rachael S. Rothman, CFA",0.6500688043245069,female,Susquehanna Financial Group LLLP,"('HLT', '2018 q1')",0.0
37942,LVS,2018 q1,2530,0.3786096257705096,"Ms. Rachael S. Rothman, CFA",0.472163375447328,female,Susquehanna Financial Group LLLP,"('LVS', '2018 q1')",0.00629789661616087
37943,MGM,2018 q1,2530,0.6082674349268533,"Ms. Rachael S. Rothman, CFA",0.71144769670302,female,Susquehanna Financial Group LLLP,"('MGM', '2018 q1')",0.0
37944,NCLH,2018 q1,2530,0.5748645670531031,"Ms. Rachael S. Rothman, CFA",0.5735728229822579,female,Susquehanna Financial Group LLLP,"('NCLH', '2018 q1')",0.011757344007492065
37945,WYNN,2018 q1,2530,0.5037275427559649,"Ms. Rachael S. Rothman, CFA",0.6937580971219578,female,Susquehanna Financial Group LLLP,"('WYNN', '2018 q1')",0.0
37946,HLT,2018 q1,2530,0.5173526314870286,Thomas G. Allen,0.2867938237272007,male,Morgan Stanley,"('HLT', '2018 q1')",0.0
37947,HRB,2018 q1,2530,0.661909454137253,Thomas G. Allen,0.8474383036056281,male,Morgan Stanley,"('HRB', '2018 q1')",0.02292773313820362
37948,LVS,2018 q1,2530,0.3786096257705096,Thomas G. Allen,0.1930697896532009,male,Morgan Stanley,"('LVS', '2018 q1')",0.0
37949,MAR,2018 q1,2530,0.5243187788520917,Thomas G. Allen,0.2983368122178528,male,Morgan Stanley,"('MAR', '2018 q1')",0.0
37950,MGM,2018 q1,2530,0.6082674349268533,Thomas G. Allen,0.2939753309402318,male,Morgan Stanley,"('MGM', '2018 q1')",0.0
37951,WYNN,2018 q1,2530,0.5037275427559649,Thomas G. Allen,0.2233815094250551,male,Morgan Stanley,"('WYNN', '2018 q1')",0.0
37952,HLT,2018 q1,2530,0.5173526314870286,Mr. Carlo H. Santarelli,0.2225865937886821,male,Deutsche Bank,"('HLT', '2018 q1')",0.0
37953,LVS,2018 q1,2530,0.3786096257705096,Mr. Carlo H. Santarelli,0.1231841667004513,male,Deutsche Bank,"('LVS', '2018 q1')",0.0
37954,MGM,2018 q1,2530,0.6082674349268533,Mr. Carlo H. Santarelli,0.1973521409616364,male,Deutsche Bank,"('MGM', '2018 q1')",0.0
37955,WYNN,2018 q1,2530,0.5037275427559649,Mr. Carlo H. Santarelli,0.5122657190124026,male,Deutsche Bank,"('WYNN', '2018 q1')",0.004471143241971731
37956,HRB,2018 q1,2530,0.661909454137253,Mr. Scott Schneeberger,0.4137401012516234,male,"Oppenheimer & Co., Inc.","('HRB', '2018 q1')",0.0
37957,HRB,2018 q1,2530,0.661909454137253,Mr. Michael B. Nemeroff,0.4824795147225821,male,Credit Suisse,"('HRB', '2018 q1')",0.0
37958,HRB,2018 q1,2530,0.661909454137253,Mr. Mark Palmer,0.3637429499609463,male,BTIG,"('HRB', '2018 q1')",0.0
37959,HRB,2018 q1,2530,0.661909454137253,"Mr Anjaneya K. Singh, CFA",0.3946523079407415,male,Credit Suisse,"('HRB', '2018 q1')",0.01774531602859497
37960,HRB,2018 q1,2530,0.661909454137253,Kartik Mehta,0.3975401374290523,male,Northcoast Research,"('HRB', '2018 q1')",0.0
37961,HRB,2018 q1,2530,0.661909454137253,Mr. Alexander Paris,0.5727778812581271,male,Barrington Research Associates,"('HRB', '2018 q1')",0.03333333507180214
37962,LVS,2018 q1,2530,0.3786096257705096,Mr. David Bain,0.1228690495770878,male,"Roth Capital Partners, Inc.","('LVS', '2018 q1')",0.0
37963,MGM,2018 q1,2530,0.6082674349268533,Mr. David Bain,0.2080557662257127,male,"Roth Capital Partners, Inc.","('MGM', '2018 q1')",0.0
37964,LVS,2018 q1,2530,0.3786096257705096,David Katz,0.2704336335748418,male,Jefferies,"('LVS', '2018 q1')",0.0
37965,MGM,2018 q1,2530,0.6082674349268533,David Katz,0.560721167911128,male,Jefferies,"('MGM', '2018 q1')",0.0
37966,WYNN,2018 q1,2530,0.5037275427559649,David Katz,0.3249601391675067,male,Jefferies,"('WYNN', '2018 q1')",0.0
37967,MAR,2018 q1,2530,0.5243187788520917,Ms. Roberta Ciaccia,0.2587685466025346,female,Berenberg,"('MAR', '2018 q1')",0.0
37968,MGM,2018 q1,2530,0.6082674349268533,Mr. Joseph Greff,0.24515174003471,male,JPMorgan,"('MGM', '2018 q1')",0.0
37969,MGM,2018 q1,2530,0.6082674349268533,Jared Shojaian,0.6080798231510286,male,Wolfe Research,"('MGM', '2018 q1')",0.0
37970,RCL,2018 q1,2530,0.6825694655882995,Jared Shojaian,0.591416073453957,male,Wolfe Research,"('RCL', '2018 q1')",0.06556134670972824
37971,WYNN,2018 q1,2530,0.5037275427559649,Jared Shojaian,0.3207212122279975,male,Wolfe Research,"('WYNN', '2018 q1')",0.0
37972,NCLH,2018 q1,2530,0.5748645670531031,"Mr. James L. Hardiman, CFA",0.4096029612173045,male,Wedbush Securities Inc.,"('NCLH', '2018 q1')",0.0
37973,NCLH,2018 q1,2530,0.5748645670531031,"Ms. Jaime M. M. Katz, CFA",0.6262327900782279,female,"Morningstar, Inc.","('NCLH', '2018 q1')",0.0
37974,RCL,2018 q1,2530,0.6825694655882995,"Ms. Jaime M. M. Katz, CFA",0.709054062846562,female,"Morningstar, Inc.","('RCL', '2018 q1')",0.0
37975,NCLH,2018 q1,2530,0.5748645670531031,Mark Savino,0.302506665799352,male,Morgan Stanley,"('NCLH', '2018 q1')",0.0
37976,NCLH,2018 q1,2530,0.5748645670531031,"Timothy A. Conder, CPA",0.3195452535821507,male,"Wells Fargo Securities, LLC","('NCLH', '2018 q1')",0.0
37977,NCLH,2018 q1,2530,0.5748645670531031,Chris J. Woronka,0.746077853945405,male,Deutsche Bank,"('NCLH', '2018 q1')",0.0
37978,RCL,2018 q1,2530,0.6825694655882995,Mr. Keith Snyder,0.7316136639352996,male,CFRA Equity Research,"('RCL', '2018 q1')",0.0
37979,RCL,2018 q1,2530,0.6825694655882995,"Andrew G. Didora, CFA",0.6442216303183429,male,BofA Global Research,"('RCL', '2018 q1')",0.0
37980,RCL,2018 q1,2530,0.6825694655882995,"Daniel J. McKenzie, CFA",0.3951238784501762,male,The Buckingham Research Group,"('RCL', '2018 q1')",0.012528804130852222
37981,WYNN,2018 q1,2530,0.5037275427559649,Andrew Zarnett,0.1791533925903791,male,Deutsche Bank,"('WYNN', '2018 q1')",0.0
37982,WYNN,2018 q1,2530,0.5037275427559649,Adam Trivison,0.1876924574226871,male,Gabelli & Company,"('WYNN', '2018 q1')",0.011111111690600714
37983,CMG,2018 q2,2530,0.3934756208191694,CFRA Research,0.5044956303109541,Not a person,CFRA Equity Research,"('CMG', '2018 q2')",0.0
37984,DPZ,2018 q2,2530,0.5321963488546215,CFRA Research,0.4991441122406305,Not a person,CFRA Equity Research,"('DPZ', '2018 q2')",0.0
37985,DRI,2018 q2,2530,0.4564450306219431,CFRA Research,0.5485891301288339,Not a person,CFRA Equity Research,"('DRI', '2018 q2')",0.0
37986,HLT,2018 q2,2530,0.556049322941732,CFRA Research,0.50376267398216,Not a person,CFRA Equity Research,"('HLT', '2018 q2')",0.0
37987,LVS,2018 q2,2530,0.4503932694165061,CFRA Research,0.46211148330982,Not a person,CFRA Equity Research,"('LVS', '2018 q2')",0.0
37988,MAR,2018 q2,2530,0.4975979149600712,CFRA Research,0.6335363409505483,Not a person,CFRA Equity Research,"('MAR', '2018 q2')",0.0
37989,MCD,2018 q2,2530,0.4198663610376664,CFRA Research,0.6550282197495347,Not a person,CFRA Equity Research,"('MCD', '2018 q2')",0.0
37990,MGM,2018 q2,2530,0.6146030439794687,CFRA Research,0.5247075126413521,Not a person,CFRA Equity Research,"('MGM', '2018 q2')",0.0
37991,SBUX,2018 q2,2530,0.4575966402310385,CFRA Research,0.5008090258352978,Not a person,CFRA Equity Research,"('SBUX', '2018 q2')",0.0
37992,WYNN,2018 q2,2530,0.5448331263376577,CFRA Research,0.4773471351315911,Not a person,CFRA Equity Research,"('WYNN', '2018 q2')",0.0
37993,YUM,2018 q2,2530,0.5274206072839301,CFRA Research,0.4551726298409101,Not a person,CFRA Equity Research,"('YUM', '2018 q2')",0.0
37994,CMG,2018 q2,2530,0.3934756208191694,David S. Palmer,0.0827151895983316,male,RBC Capital Markets,"('CMG', '2018 q2')",0.03383518569171429
37995,DRI,2018 q2,2530,0.4564450306219431,David S. Palmer,0.1290043358244412,male,RBC Capital Markets,"('DRI', '2018 q2')",0.026577914133667946
37996,MCD,2018 q2,2530,0.4198663610376664,David S. Palmer,0.1523325142795041,male,RBC Capital Markets,"('MCD', '2018 q2')",0.03321616848309835
37997,SBUX,2018 q2,2530,0.4575966402310385,David S. Palmer,0.1374623093303235,male,RBC Capital Markets,"('SBUX', '2018 q2')",0.016847869381308556
37998,CMG,2018 q2,2530,0.3934756208191694,Mr. Peter M. Saleh,0.0566322342228398,male,BTIG,"('CMG', '2018 q2')",0.0
37999,DPZ,2018 q2,2530,0.5321963488546215,Mr. Peter M. Saleh,0.2734611899599736,male,BTIG,"('DPZ', '2018 q2')",0.0
38000,MCD,2018 q2,2530,0.4198663610376664,Mr. Peter M. Saleh,0.1493736948541784,male,BTIG,"('MCD', '2018 q2')",0.0
38001,SBUX,2018 q2,2530,0.4575966402310385,Mr. Peter M. Saleh,0.175275280755834,male,BTIG,"('SBUX', '2018 q2')",0.04416494816541672
38002,YUM,2018 q2,2530,0.5274206072839301,Mr. Peter M. Saleh,0.291427715852308,male,BTIG,"('YUM', '2018 q2')",0.0
38003,CMG,2018 q2,2530,0.3934756208191694,"Mr. R.J. J. Hottovy, Jr",0.3169983257950904,male,"Morningstar, Inc.","('CMG', '2018 q2')",0.0
38004,DRI,2018 q2,2530,0.4564450306219431,"Mr. R.J. J. Hottovy, Jr",0.3967494362330303,male,"Morningstar, Inc.","('DRI', '2018 q2')",0.0
38005,MCD,2018 q2,2530,0.4198663610376664,"Mr. R.J. J. Hottovy, Jr",0.3755291126063595,male,"Morningstar, Inc.","('MCD', '2018 q2')",0.0
38006,SBUX,2018 q2,2530,0.4575966402310385,"Mr. R.J. J. Hottovy, Jr",0.3650317410174195,male,"Morningstar, Inc.","('SBUX', '2018 q2')",0.0
38007,CMG,2018 q2,2530,0.3934756208191694,Mr. John S. Glass,0.1523774310963689,male,Morgan Stanley,"('CMG', '2018 q2')",0.016338526736944914
38008,DPZ,2018 q2,2530,0.5321963488546215,Mr. John S. Glass,0.2461403358464038,male,Morgan Stanley,"('DPZ', '2018 q2')",0.0
38009,DRI,2018 q2,2530,0.4564450306219431,Mr. John S. Glass,0.3201610907476088,male,Morgan Stanley,"('DRI', '2018 q2')",0.0
38010,MCD,2018 q2,2530,0.4198663610376664,Mr. John S. Glass,0.1249892879848035,male,Morgan Stanley,"('MCD', '2018 q2')",0.0
38011,SBUX,2018 q2,2530,0.4575966402310385,Mr. John S. Glass,0.2366868750648644,male,Morgan Stanley,"('SBUX', '2018 q2')",0.0
38012,YUM,2018 q2,2530,0.5274206072839301,Mr. John S. Glass,0.3943345651490905,male,Morgan Stanley,"('YUM', '2018 q2')",0.0
38013,CMG,2018 q2,2530,0.3934756208191694,Mr. Jake Bartlett,0.0806522200438338,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2018 q2')",0.015138138551265001
38014,DRI,2018 q2,2530,0.4564450306219431,Mr. Jake Bartlett,0.0758170544932568,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2018 q2')",0.0
38015,MCD,2018 q2,2530,0.4198663610376664,Mr. Jake Bartlett,0.1057133659740872,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2018 q2')",0.0
38016,CMG,2018 q2,2530,0.3934756208191694,Ms. Lynne L. Collier,0.1280458201888259,female,Canaccord Genuity,"('CMG', '2018 q2')",0.035354841500520706
38017,DRI,2018 q2,2530,0.4564450306219431,Ms. Lynne L. Collier,0.1950080785464069,female,Canaccord Genuity,"('DRI', '2018 q2')",0.0
38018,MCD,2018 q2,2530,0.4198663610376664,Ms. Lynne L. Collier,0.242498386698245,female,Canaccord Genuity,"('MCD', '2018 q2')",0.024593530222773552
38019,CMG,2018 q2,2530,0.3934756208191694,Mr. Stephen Anderson,0.0744347617504516,male,Maxim Group,"('CMG', '2018 q2')",0.003136435756459832
38020,DPZ,2018 q2,2530,0.5321963488546215,Mr. Stephen Anderson,0.2491371648446106,male,Maxim Group,"('DPZ', '2018 q2')",0.009405097924172878
38021,DRI,2018 q2,2530,0.4564450306219431,Mr. Stephen Anderson,0.075803454016852,male,Maxim Group,"('DRI', '2018 q2')",0.0
38022,CMG,2018 q2,2530,0.3934756208191694,Jeffrey A. A. Bernstein,0.0718750411491855,male,Barclays,"('CMG', '2018 q2')",0.0
38023,DPZ,2018 q2,2530,0.5321963488546215,Jeffrey A. A. Bernstein,0.2539689793064202,male,Barclays,"('DPZ', '2018 q2')",0.0
38024,DRI,2018 q2,2530,0.4564450306219431,Jeffrey A. A. Bernstein,0.0966128476625917,male,Barclays,"('DRI', '2018 q2')",0.0
38025,MCD,2018 q2,2530,0.4198663610376664,Jeffrey A. A. Bernstein,0.0772476354801075,male,Barclays,"('MCD', '2018 q2')",0.0
38026,SBUX,2018 q2,2530,0.4575966402310385,Jeffrey A. A. Bernstein,0.1759055456945047,male,Barclays,"('SBUX', '2018 q2')",0.0
38027,CMG,2018 q2,2530,0.3934756208191694,Gregory Francfort,0.2889146654363395,male,BofA Global Research,"('CMG', '2018 q2')",0.03671348125984271
38028,DPZ,2018 q2,2530,0.5321963488546215,Gregory Francfort,0.7166166409986644,male,BofA Global Research,"('DPZ', '2018 q2')",0.03333333507180214
38029,DRI,2018 q2,2530,0.4564450306219431,Gregory Francfort,0.4359408150358841,male,BofA Global Research,"('DRI', '2018 q2')",0.012769543565809727
38030,MCD,2018 q2,2530,0.4198663610376664,Gregory Francfort,0.3619098616524581,male,BofA Global Research,"('MCD', '2018 q2')",0.0
38031,SBUX,2018 q2,2530,0.4575966402310385,Gregory Francfort,0.2886483695438006,male,BofA Global Research,"('SBUX', '2018 q2')",0.007877732627093792
38032,YUM,2018 q2,2530,0.5274206072839301,Gregory Francfort,0.4198100514251137,male,BofA Global Research,"('YUM', '2018 q2')",0.013919576071202755
38033,CMG,2018 q2,2530,0.3934756208191694,Mr. Nick Setyan,0.580727547290852,male,Wedbush Securities Inc.,"('CMG', '2018 q2')",0.0
38034,SBUX,2018 q2,2530,0.4575966402310385,Mr. Nick Setyan,0.3684441644553314,male,Wedbush Securities Inc.,"('SBUX', '2018 q2')",0.0
38035,CMG,2018 q2,2530,0.3934756208191694,"Mr. Andrew M. Charles, CFA",0.1810919548273397,male,Cowen and Company,"('CMG', '2018 q2')",0.0071299296493331586
38036,MCD,2018 q2,2530,0.4198663610376664,"Mr. Andrew M. Charles, CFA",0.2657717858000959,male,Cowen and Company,"('MCD', '2018 q2')",0.005887023638933897
38037,SBUX,2018 q2,2530,0.4575966402310385,"Mr. Andrew M. Charles, CFA",0.1610307581491135,male,Cowen and Company,"('SBUX', '2018 q2')",0.0
38038,YUM,2018 q2,2530,0.5274206072839301,"Mr. Andrew M. Charles, CFA",0.6139432753311541,male,Cowen and Company,"('YUM', '2018 q2')",0.0
38039,CMG,2018 q2,2530,0.3934756208191694,Mr. Brett Levy,0.8234981224555649,male,Deutsche Bank,"('CMG', '2018 q2')",0.0
38040,DPZ,2018 q2,2530,0.5321963488546215,Mr. Brett Levy,0.8221488737720578,male,Deutsche Bank,"('DPZ', '2018 q2')",0.0
38041,MCD,2018 q2,2530,0.4198663610376664,Mr. Brett Levy,0.8298686887665663,male,Deutsche Bank,"('MCD', '2018 q2')",0.0
38042,CMG,2018 q2,2530,0.3934756208191694,Nicole Miller Regan,0.2560316891962778,female,Piper Sandler Companies,"('CMG', '2018 q2')",0.0
38043,DRI,2018 q2,2530,0.4564450306219431,Nicole Miller Regan,0.2011340724198426,female,Piper Sandler Companies,"('DRI', '2018 q2')",0.0
38044,SBUX,2018 q2,2530,0.4575966402310385,Nicole Miller Regan,0.2820837475151958,female,Piper Sandler Companies,"('SBUX', '2018 q2')",0.0
38045,CMG,2018 q2,2530,0.3934756208191694,Mr. William E. Slabaugh,0.1610925796940382,male,Stephens Inc.,"('CMG', '2018 q2')",0.0
38046,DRI,2018 q2,2530,0.4564450306219431,Mr. William E. Slabaugh,0.2333931225466405,male,Stephens Inc.,"('DRI', '2018 q2')",0.0
38047,MCD,2018 q2,2530,0.4198663610376664,Mr. William E. Slabaugh,0.2016319963989717,male,Stephens Inc.,"('MCD', '2018 q2')",0.0
38048,SBUX,2018 q2,2530,0.4575966402310385,Mr. William E. Slabaugh,0.3434035379461763,male,Stephens Inc.,"('SBUX', '2018 q2')",0.0
38049,CMG,2018 q2,2530,0.3934756208191694,S&P pool,0.4737402665830305,Not a person,CFRA Equity Research,"('CMG', '2018 q2')",0.0
38050,DPZ,2018 q2,2530,0.5321963488546215,S&P pool,0.4703657946501063,Not a person,CFRA Equity Research,"('DPZ', '2018 q2')",0.0
38051,DRI,2018 q2,2530,0.4564450306219431,S&P pool,0.5496702457270047,Not a person,CFRA Equity Research,"('DRI', '2018 q2')",0.0
38052,HLT,2018 q2,2530,0.556049322941732,S&P pool,0.4994198382654354,Not a person,CFRA Equity Research,"('HLT', '2018 q2')",0.0
38053,HRB,2018 q2,2530,0.7852729542805481,S&P pool,0.8763971573395185,Not a person,CFRA Equity Research,"('HRB', '2018 q2')",0.0
38054,SBUX,2018 q2,2530,0.4575966402310385,S&P pool,0.474307714425395,Not a person,CFRA Equity Research,"('SBUX', '2018 q2')",0.0
38055,YUM,2018 q2,2530,0.5274206072839301,S&P pool,0.4312756280016756,Not a person,CFRA Equity Research,"('YUM', '2018 q2')",0.0
38056,CMG,2018 q2,2530,0.3934756208191694,Mr. Matthew J. DiFrisco,0.1345695193166891,male,Guggenheim Securities LLC,"('CMG', '2018 q2')",0.05943493917584419
38057,DPZ,2018 q2,2530,0.5321963488546215,Mr. Matthew J. DiFrisco,0.1959237770707883,male,Guggenheim Securities LLC,"('DPZ', '2018 q2')",0.0
38058,DRI,2018 q2,2530,0.4564450306219431,Mr. Matthew J. DiFrisco,0.0942494969655364,male,Guggenheim Securities LLC,"('DRI', '2018 q2')",0.0
38059,MCD,2018 q2,2530,0.4198663610376664,Mr. Matthew J. DiFrisco,0.0898168531755605,male,Guggenheim Securities LLC,"('MCD', '2018 q2')",0.0
38060,SBUX,2018 q2,2530,0.4575966402310385,Mr. Matthew J. DiFrisco,0.0781426945869829,male,Guggenheim Securities LLC,"('SBUX', '2018 q2')",0.0
38061,CMG,2018 q2,2530,0.3934756208191694,Mr. Andy M. Barish,0.0840691553338283,male,Jefferies,"('CMG', '2018 q2')",0.0
38062,SBUX,2018 q2,2530,0.4575966402310385,Mr. Andy M. Barish,0.2412089221808194,male,Jefferies,"('SBUX', '2018 q2')",0.009593632072210312
38063,DPZ,2018 q2,2530,0.5321963488546215,"Mr. Brian Bittner, CFA",0.1749753545240495,male,"Oppenheimer & Co., Inc.","('DPZ', '2018 q2')",0.0
38064,DRI,2018 q2,2530,0.4564450306219431,"Mr. Brian Bittner, CFA",0.1803237440323435,male,"Oppenheimer & Co., Inc.","('DRI', '2018 q2')",0.0
38065,SBUX,2018 q2,2530,0.4575966402310385,"Mr. Brian Bittner, CFA",0.1463106325550823,male,"Oppenheimer & Co., Inc.","('SBUX', '2018 q2')",0.0
38066,DRI,2018 q2,2530,0.4564450306219431,SADIF Research,0.977381403557617,Not a person,Sadif Analytics Prime,"('DRI', '2018 q2')",0.957437664270401
38067,SBUX,2018 q2,2530,0.4575966402310385,SADIF Research,0.9627886291706468,Not a person,Sadif Analytics Prime,"('SBUX', '2018 q2')",0.9479087591171265
38068,WYNN,2018 q2,2530,0.5448331263376577,SADIF Research,0.9723513824740738,Not a person,Sadif Analytics Prime,"('WYNN', '2018 q2')",0.9739047884941101
38069,HLT,2018 q2,2530,0.556049322941732,C. Patrick Scholes,0.2313483305067641,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2018 q2')",0.0
38070,MAR,2018 q2,2530,0.4975979149600712,C. Patrick Scholes,0.3274735224283204,male,SunTrust Robinson Humphrey Capital Markets,"('MAR', '2018 q2')",0.0
38071,NCLH,2018 q2,2530,0.5490904522038891,C. Patrick Scholes,0.5657851843271886,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2018 q2')",0.017375878989696503
38072,RCL,2018 q2,2530,0.7451326177922841,C. Patrick Scholes,0.8217412819971669,male,SunTrust Robinson Humphrey Capital Markets,"('RCL', '2018 q2')",0.0
38073,HLT,2018 q2,2530,0.556049322941732,Mr. Dan Wasiolek,0.4094122452282597,male,"Morningstar, Inc.","('HLT', '2018 q2')",0.0
38074,LVS,2018 q2,2530,0.4503932694165061,Mr. Dan Wasiolek,0.2931972143601261,male,"Morningstar, Inc.","('LVS', '2018 q2')",0.0
38075,MAR,2018 q2,2530,0.4975979149600712,Mr. Dan Wasiolek,0.5179522817821832,male,"Morningstar, Inc.","('MAR', '2018 q2')",0.0
38076,MGM,2018 q2,2530,0.6146030439794687,Mr. Dan Wasiolek,0.4033363695863152,male,"Morningstar, Inc.","('MGM', '2018 q2')",0.0
38077,WYNN,2018 q2,2530,0.5448331263376577,Mr. Dan Wasiolek,0.2974635642855744,male,"Morningstar, Inc.","('WYNN', '2018 q2')",0.0
38078,HLT,2018 q2,2530,0.556049322941732,Mr. Jake A. Fuller,0.2655306169874754,male,Guggenheim Securities LLC,"('HLT', '2018 q2')",0.0
38079,MAR,2018 q2,2530,0.4975979149600712,Mr. Jake A. Fuller,0.2886515915560085,male,Guggenheim Securities LLC,"('MAR', '2018 q2')",0.0
38080,HLT,2018 q2,2530,0.556049322941732,Jared Shojaian,0.2975948863019599,male,Wolfe Research,"('HLT', '2018 q2')",0.01909472793340683
38081,LVS,2018 q2,2530,0.4503932694165061,Jared Shojaian,0.2283596229585091,male,Wolfe Research,"('LVS', '2018 q2')",0.05843476951122284
38082,MAR,2018 q2,2530,0.4975979149600712,Jared Shojaian,0.4347668113890555,male,Wolfe Research,"('MAR', '2018 q2')",0.0
38083,MGM,2018 q2,2530,0.6146030439794687,Jared Shojaian,0.4825324495518229,male,Wolfe Research,"('MGM', '2018 q2')",0.01666666753590107
38084,NCLH,2018 q2,2530,0.5490904522038891,Jared Shojaian,0.3330970382310273,male,Wolfe Research,"('NCLH', '2018 q2')",0.033455719240009785
38085,RCL,2018 q2,2530,0.7451326177922841,Jared Shojaian,0.4326139341356412,male,Wolfe Research,"('RCL', '2018 q2')",0.03404430579394102
38086,WYNN,2018 q2,2530,0.5448331263376577,Jared Shojaian,0.3653564804896683,male,Wolfe Research,"('WYNN', '2018 q2')",0.04801878333091736
38087,HLT,2018 q2,2530,0.556049322941732,"Jeffrey J. Donnelly, CFA",0.2980891175254235,male,"Wells Fargo Securities, LLC","('HLT', '2018 q2')",0.014736592303961515
38088,MAR,2018 q2,2530,0.4975979149600712,"Jeffrey J. Donnelly, CFA",0.3046929282054096,male,"Wells Fargo Securities, LLC","('MAR', '2018 q2')",0.023855943232774734
38089,HLT,2018 q2,2530,0.556049322941732,Shaun C. Kelley,0.349112587133347,male,BofA Global Research,"('HLT', '2018 q2')",0.0
38090,MGM,2018 q2,2530,0.6146030439794687,Shaun C. Kelley,0.472459951142524,male,BofA Global Research,"('MGM', '2018 q2')",0.02997777611017227
38091,WYNN,2018 q2,2530,0.5448331263376577,Shaun C. Kelley,0.3309948947313025,male,BofA Global Research,"('WYNN', '2018 q2')",0.0
38092,HLT,2018 q2,2530,0.556049322941732,Mr. Carlo H. Santarelli,0.7896718020487794,male,Deutsche Bank,"('HLT', '2018 q2')",0.0
38093,LVS,2018 q2,2530,0.4503932694165061,Mr. Carlo H. Santarelli,0.1570135032952416,male,Deutsche Bank,"('LVS', '2018 q2')",0.0
38094,MAR,2018 q2,2530,0.4975979149600712,Mr. Carlo H. Santarelli,0.2904070146429953,male,Deutsche Bank,"('MAR', '2018 q2')",0.0
38095,MGM,2018 q2,2530,0.6146030439794687,Mr. Carlo H. Santarelli,0.3021548869881362,male,Deutsche Bank,"('MGM', '2018 q2')",0.0
38096,WYNN,2018 q2,2530,0.5448331263376577,Mr. Carlo H. Santarelli,0.1569847718965846,male,Deutsche Bank,"('WYNN', '2018 q2')",0.0
38097,HLT,2018 q2,2530,0.556049322941732,"Ms. Rachael S. Rothman, CFA",0.5608862962347351,female,Susquehanna Financial Group LLLP,"('HLT', '2018 q2')",0.0
38098,LVS,2018 q2,2530,0.4503932694165061,"Ms. Rachael S. Rothman, CFA",0.3956996903258533,female,Susquehanna Financial Group LLLP,"('LVS', '2018 q2')",0.0
38099,MGM,2018 q2,2530,0.6146030439794687,"Ms. Rachael S. Rothman, CFA",0.7502217478004366,female,Susquehanna Financial Group LLLP,"('MGM', '2018 q2')",0.0
38100,NCLH,2018 q2,2530,0.5490904522038891,"Ms. Rachael S. Rothman, CFA",0.5339837414611197,female,Susquehanna Financial Group LLLP,"('NCLH', '2018 q2')",0.012252655811607838
38101,RCL,2018 q2,2530,0.7451326177922841,"Ms. Rachael S. Rothman, CFA",0.8034612214230176,female,Susquehanna Financial Group LLLP,"('RCL', '2018 q2')",0.007044907659292221
38102,WYNN,2018 q2,2530,0.5448331263376577,"Ms. Rachael S. Rothman, CFA",0.4982695103522504,female,Susquehanna Financial Group LLLP,"('WYNN', '2018 q2')",0.0
38103,HLT,2018 q2,2530,0.556049322941732,Thomas G. Allen,0.272505840596936,male,Morgan Stanley,"('HLT', '2018 q2')",0.0
38104,HRB,2018 q2,2530,0.7852729542805481,Thomas G. Allen,0.8842054673015664,male,Morgan Stanley,"('HRB', '2018 q2')",0.022034142166376114
38105,LVS,2018 q2,2530,0.4503932694165061,Thomas G. Allen,0.1880127177385452,male,Morgan Stanley,"('LVS', '2018 q2')",0.0
38106,MAR,2018 q2,2530,0.4975979149600712,Thomas G. Allen,0.2518657044615972,male,Morgan Stanley,"('MAR', '2018 q2')",0.0
38107,MGM,2018 q2,2530,0.6146030439794687,Thomas G. Allen,0.3641050286199149,male,Morgan Stanley,"('MGM', '2018 q2')",0.0
38108,NCLH,2018 q2,2530,0.5490904522038891,Thomas G. Allen,0.3107974594740905,male,Morgan Stanley,"('NCLH', '2018 q2')",0.0
38109,WYNN,2018 q2,2530,0.5448331263376577,Thomas G. Allen,0.1658159585134636,male,Morgan Stanley,"('WYNN', '2018 q2')",0.0
38110,HRB,2018 q2,2530,0.7852729542805481,Kartik Mehta,0.6059286814907464,male,Northcoast Research,"('HRB', '2018 q2')",0.026251159608364105
38111,HRB,2018 q2,2530,0.7852729542805481,Mr. Mark Palmer,0.6002730602256963,male,BTIG,"('HRB', '2018 q2')",0.028320416808128357
38112,LVS,2018 q2,2530,0.4503932694165061,David Katz,0.2285587471732722,male,Jefferies,"('LVS', '2018 q2')",0.0
38113,MGM,2018 q2,2530,0.6146030439794687,David Katz,0.3566357530671982,male,Jefferies,"('MGM', '2018 q2')",0.0076780859380960464
38114,WYNN,2018 q2,2530,0.5448331263376577,David Katz,0.2989455575046393,male,Jefferies,"('WYNN', '2018 q2')",0.016238946467638016
38115,LVS,2018 q2,2530,0.4503932694165061,Adam Trivison,0.7499179063282749,male,Gabelli & Company,"('LVS', '2018 q2')",0.03333333507180214
38116,MGM,2018 q2,2530,0.6146030439794687,Adam Trivison,0.6721965879705724,male,Gabelli & Company,"('MGM', '2018 q2')",0.03333333507180214
38117,WYNN,2018 q2,2530,0.5448331263376577,Adam Trivison,0.7120449727931566,male,Gabelli & Company,"('WYNN', '2018 q2')",0.03333333507180214
38118,NCLH,2018 q2,2530,0.5490904522038891,"Mr. James L. Hardiman, CFA",0.4472039326692164,male,Wedbush Securities Inc.,"('NCLH', '2018 q2')",0.0
38119,NCLH,2018 q2,2530,0.5490904522038891,"Daniel J. McKenzie, CFA",0.294972610465076,male,The Buckingham Research Group,"('NCLH', '2018 q2')",0.0
38120,RCL,2018 q2,2530,0.7451326177922841,"Daniel J. McKenzie, CFA",0.3956674164914343,male,The Buckingham Research Group,"('RCL', '2018 q2')",0.0
38121,NCLH,2018 q2,2530,0.5490904522038891,Chris J. Woronka,0.6078721275732227,male,Deutsche Bank,"('NCLH', '2018 q2')",0.0
38122,RCL,2018 q2,2530,0.7451326177922841,Chris J. Woronka,0.77743225923566,male,Deutsche Bank,"('RCL', '2018 q2')",0.0
38123,RCL,2018 q2,2530,0.7451326177922841,"Ms. Jaime M. M. Katz, CFA",0.7715116262565321,female,"Morningstar, Inc.","('RCL', '2018 q2')",0.0
38124,RCL,2018 q2,2530,0.7451326177922841,Ms. Roberta Ciaccia,0.3396466904183324,female,Berenberg,"('RCL', '2018 q2')",0.0
38125,RCL,2018 q2,2530,0.7451326177922841,Mr. Keith Snyder,0.7126470305912027,male,CFRA Equity Research,"('RCL', '2018 q2')",0.0
38126,SBUX,2018 q2,2530,0.4575966402310385,"Ms. Sharon M. Zackfia, CFA",0.1278245147886665,female,William Blair & Company,"('SBUX', '2018 q2')",0.0
38127,WYNN,2018 q2,2530,0.5448331263376577,Mr. David Bain,0.185918669522839,male,"Roth Capital Partners, Inc.","('WYNN', '2018 q2')",0.0
38128,WYNN,2018 q2,2530,0.5448331263376577,Andrew Zarnett,0.1961299894930123,male,Deutsche Bank,"('WYNN', '2018 q2')",0.0
38129,CMG,2018 q3,2530,0.3559026064092176,Mr. Jake Bartlett,0.1074956594136503,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2018 q3')",0.01581752672791481
38130,DRI,2018 q3,2530,0.4054824720050575,Mr. Jake Bartlett,0.0676084147330224,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2018 q3')",0.0
38131,MCD,2018 q3,2530,0.4432963194996786,Mr. Jake Bartlett,0.1010343797531502,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2018 q3')",0.0
38132,CMG,2018 q3,2530,0.3559026064092176,"Tuna N. Amobi, CFA",0.5406187474746285,male,CFRA Equity Research,"('CMG', '2018 q3')",0.0
38133,DPZ,2018 q3,2530,0.2885875563042334,"Tuna N. Amobi, CFA",0.5878044664891315,male,CFRA Equity Research,"('DPZ', '2018 q3')",0.0
38134,DRI,2018 q3,2530,0.4054824720050575,"Tuna N. Amobi, CFA",0.6120301259603067,male,CFRA Equity Research,"('DRI', '2018 q3')",0.0
38135,HLT,2018 q3,2530,0.5025856000975024,"Tuna N. Amobi, CFA",0.6346511930770783,male,CFRA Equity Research,"('HLT', '2018 q3')",0.0
38136,LVS,2018 q3,2530,0.5421208771153485,"Tuna N. Amobi, CFA",0.5008600271221411,male,CFRA Equity Research,"('LVS', '2018 q3')",0.0
38137,MAR,2018 q3,2530,0.4587498924537112,"Tuna N. Amobi, CFA",0.6507134312063555,male,CFRA Equity Research,"('MAR', '2018 q3')",0.0
38138,MCD,2018 q3,2530,0.4432963194996786,"Tuna N. Amobi, CFA",0.6672114209123037,male,CFRA Equity Research,"('MCD', '2018 q3')",0.0
38139,MGM,2018 q3,2530,0.4223950873771579,"Tuna N. Amobi, CFA",0.3912679074477396,male,CFRA Equity Research,"('MGM', '2018 q3')",0.0
38140,SBUX,2018 q3,2530,0.4999724127108192,"Tuna N. Amobi, CFA",0.5947216518494053,male,CFRA Equity Research,"('SBUX', '2018 q3')",0.0
38141,WYNN,2018 q3,2530,0.5772980395960445,"Tuna N. Amobi, CFA",0.5088802949775609,male,CFRA Equity Research,"('WYNN', '2018 q3')",0.0
38142,YUM,2018 q3,2530,0.477312311531773,"Tuna N. Amobi, CFA",0.5720683919234836,male,CFRA Equity Research,"('YUM', '2018 q3')",0.0
38143,CMG,2018 q3,2530,0.3559026064092176,Mr. Matthew J. DiFrisco,0.0612410917379231,male,Guggenheim Securities LLC,"('CMG', '2018 q3')",0.03092234069481492
38144,DPZ,2018 q3,2530,0.2885875563042334,Mr. Matthew J. DiFrisco,0.0929373638868111,male,Guggenheim Securities LLC,"('DPZ', '2018 q3')",0.0
38145,MCD,2018 q3,2530,0.4432963194996786,Mr. Matthew J. DiFrisco,0.084342630591394,male,Guggenheim Securities LLC,"('MCD', '2018 q3')",0.020703671500086784
38146,SBUX,2018 q3,2530,0.4999724127108192,Mr. Matthew J. DiFrisco,0.1929021776027537,male,Guggenheim Securities LLC,"('SBUX', '2018 q3')",0.0
38147,CMG,2018 q3,2530,0.3559026064092176,Mr. Andy M. Barish,0.1264314554323956,male,Jefferies,"('CMG', '2018 q3')",0.0207459544762969
38148,DRI,2018 q3,2530,0.4054824720050575,Mr. Andy M. Barish,0.691150104088964,male,Jefferies,"('DRI', '2018 q3')",0.03333333507180214
38149,MCD,2018 q3,2530,0.4432963194996786,Mr. Andy M. Barish,0.0906515601126626,male,Jefferies,"('MCD', '2018 q3')",0.0
38150,CMG,2018 q3,2530,0.3559026064092176,"Mr. Andrew M. Charles, CFA",0.6372794088738859,male,Cowen and Company,"('CMG', '2018 q3')",0.0
38151,MCD,2018 q3,2530,0.4432963194996786,"Mr. Andrew M. Charles, CFA",0.2556737222522726,male,Cowen and Company,"('MCD', '2018 q3')",0.0
38152,SBUX,2018 q3,2530,0.4999724127108192,"Mr. Andrew M. Charles, CFA",0.5701020641982192,male,Cowen and Company,"('SBUX', '2018 q3')",0.0
38153,CMG,2018 q3,2530,0.3559026064092176,"Mr. R.J. J. Hottovy, Jr",0.2857078014953715,male,"Morningstar, Inc.","('CMG', '2018 q3')",0.0
38154,DRI,2018 q3,2530,0.4054824720050575,"Mr. R.J. J. Hottovy, Jr",0.4638440462142879,male,"Morningstar, Inc.","('DRI', '2018 q3')",0.0
38155,YUM,2018 q3,2530,0.477312311531773,"Mr. R.J. J. Hottovy, Jr",0.3967219853150503,male,"Morningstar, Inc.","('YUM', '2018 q3')",0.0
38156,CMG,2018 q3,2530,0.3559026064092176,Mr. Nick Setyan,0.4771041568133942,male,Wedbush Securities Inc.,"('CMG', '2018 q3')",0.0
38157,SBUX,2018 q3,2530,0.4999724127108192,Mr. Nick Setyan,0.5627020362812825,male,Wedbush Securities Inc.,"('SBUX', '2018 q3')",0.0
38158,CMG,2018 q3,2530,0.3559026064092176,Mr. Stephen Anderson,0.0572891030430006,male,Maxim Group,"('CMG', '2018 q3')",0.0
38159,DPZ,2018 q3,2530,0.2885875563042334,Mr. Stephen Anderson,0.1906945666154176,male,Maxim Group,"('DPZ', '2018 q3')",0.0
38160,DRI,2018 q3,2530,0.4054824720050575,Mr. Stephen Anderson,0.1011404217459476,male,Maxim Group,"('DRI', '2018 q3')",0.0
38161,CMG,2018 q3,2530,0.3559026064092176,David S. Palmer,0.1415332018671823,male,RBC Capital Markets,"('CMG', '2018 q3')",0.022283503785729408
38162,DRI,2018 q3,2530,0.4054824720050575,David S. Palmer,0.1316303972751455,male,RBC Capital Markets,"('DRI', '2018 q3')",0.028269968926906586
38163,MCD,2018 q3,2530,0.4432963194996786,David S. Palmer,0.1251994987496166,male,RBC Capital Markets,"('MCD', '2018 q3')",0.03015550971031189
38164,SBUX,2018 q3,2530,0.4999724127108192,David S. Palmer,0.2013479868887809,male,RBC Capital Markets,"('SBUX', '2018 q3')",0.0
38165,YUM,2018 q3,2530,0.477312311531773,David S. Palmer,0.3964772257756696,male,RBC Capital Markets,"('YUM', '2018 q3')",0.014215705450624228
38166,CMG,2018 q3,2530,0.3559026064092176,Mr. John S. Glass,0.1754174360737324,male,Morgan Stanley,"('CMG', '2018 q3')",0.0
38167,DPZ,2018 q3,2530,0.2885875563042334,Mr. John S. Glass,0.1337663059230804,male,Morgan Stanley,"('DPZ', '2018 q3')",0.0
38168,DRI,2018 q3,2530,0.4054824720050575,Mr. John S. Glass,0.2626536332902823,male,Morgan Stanley,"('DRI', '2018 q3')",0.0
38169,MCD,2018 q3,2530,0.4432963194996786,Mr. John S. Glass,0.1730092041666094,male,Morgan Stanley,"('MCD', '2018 q3')",0.0
38170,YUM,2018 q3,2530,0.477312311531773,Mr. John S. Glass,0.2435582617672349,male,Morgan Stanley,"('YUM', '2018 q3')",0.0
38171,CMG,2018 q3,2530,0.3559026064092176,Gregory Francfort,0.2951927047312891,male,BofA Global Research,"('CMG', '2018 q3')",0.01639598049223423
38172,DPZ,2018 q3,2530,0.2885875563042334,Gregory Francfort,0.2366513428957947,male,BofA Global Research,"('DPZ', '2018 q3')",0.0
38173,DRI,2018 q3,2530,0.4054824720050575,Gregory Francfort,0.3866502008326097,male,BofA Global Research,"('DRI', '2018 q3')",0.0
38174,MCD,2018 q3,2530,0.4432963194996786,Gregory Francfort,0.3934994661185074,male,BofA Global Research,"('MCD', '2018 q3')",0.0
38175,SBUX,2018 q3,2530,0.4999724127108192,Gregory Francfort,0.2886000342565203,male,BofA Global Research,"('SBUX', '2018 q3')",0.0
38176,YUM,2018 q3,2530,0.477312311531773,Gregory Francfort,0.4172382422356875,male,BofA Global Research,"('YUM', '2018 q3')",0.014336748979985714
38177,CMG,2018 q3,2530,0.3559026064092176,Ms. Lynne L. Collier,0.1309034156495819,female,Canaccord Genuity,"('CMG', '2018 q3')",0.0
38178,DRI,2018 q3,2530,0.4054824720050575,Ms. Lynne L. Collier,0.2070973415036278,female,Canaccord Genuity,"('DRI', '2018 q3')",0.0
38179,MCD,2018 q3,2530,0.4432963194996786,Ms. Lynne L. Collier,0.2804166323377197,female,Canaccord Genuity,"('MCD', '2018 q3')",0.0
38180,CMG,2018 q3,2530,0.3559026064092176,"Mr. Brian Bittner, CFA",0.1770647247127711,male,"Oppenheimer & Co., Inc.","('CMG', '2018 q3')",0.0
38181,DPZ,2018 q3,2530,0.2885875563042334,"Mr. Brian Bittner, CFA",0.0700661274381971,male,"Oppenheimer & Co., Inc.","('DPZ', '2018 q3')",0.0
38182,DRI,2018 q3,2530,0.4054824720050575,"Mr. Brian Bittner, CFA",0.2183296618057811,male,"Oppenheimer & Co., Inc.","('DRI', '2018 q3')",0.0
38183,CMG,2018 q3,2530,0.3559026064092176,Jeffrey A. A. Bernstein,0.0916545143749457,male,Barclays,"('CMG', '2018 q3')",0.023577535524964333
38184,DPZ,2018 q3,2530,0.2885875563042334,Jeffrey A. A. Bernstein,0.0912762751764325,male,Barclays,"('DPZ', '2018 q3')",0.0
38185,DRI,2018 q3,2530,0.4054824720050575,Jeffrey A. A. Bernstein,0.0881269073111577,male,Barclays,"('DRI', '2018 q3')",0.0
38186,SBUX,2018 q3,2530,0.4999724127108192,Jeffrey A. A. Bernstein,0.2335199370733377,male,Barclays,"('SBUX', '2018 q3')",0.0
38187,CMG,2018 q3,2530,0.3559026064092176,Mr. William E. Slabaugh,0.1344372488365228,male,Stephens Inc.,"('CMG', '2018 q3')",0.0
38188,DPZ,2018 q3,2530,0.2885875563042334,Mr. William E. Slabaugh,0.2400380169955379,male,Stephens Inc.,"('DPZ', '2018 q3')",0.0
38189,DRI,2018 q3,2530,0.4054824720050575,Mr. William E. Slabaugh,0.2067555048613827,male,Stephens Inc.,"('DRI', '2018 q3')",0.0
38190,MCD,2018 q3,2530,0.4432963194996786,Mr. William E. Slabaugh,0.1903116270790627,male,Stephens Inc.,"('MCD', '2018 q3')",0.0
38191,SBUX,2018 q3,2530,0.4999724127108192,Mr. William E. Slabaugh,0.3234038170888927,male,Stephens Inc.,"('SBUX', '2018 q3')",0.0
38192,CMG,2018 q3,2530,0.3559026064092176,Mr. Peter M. Saleh,0.1591560169767181,male,BTIG,"('CMG', '2018 q3')",0.0
38193,DRI,2018 q3,2530,0.4054824720050575,Mr. Peter M. Saleh,0.1176760236018346,male,BTIG,"('DRI', '2018 q3')",0.0
38194,YUM,2018 q3,2530,0.477312311531773,Mr. Peter M. Saleh,0.3152130432723067,male,BTIG,"('YUM', '2018 q3')",0.0
38195,DRI,2018 q3,2530,0.4054824720050575,Nicole Miller Regan,0.1712986329019289,female,Piper Sandler Companies,"('DRI', '2018 q3')",0.0246189646422863
38196,SBUX,2018 q3,2530,0.4999724127108192,Nicole Miller Regan,0.3692454189959116,female,Piper Sandler Companies,"('SBUX', '2018 q3')",0.0
38197,HLT,2018 q3,2530,0.5025856000975024,"Jeffrey J. Donnelly, CFA",0.2292297568717038,male,"Wells Fargo Securities, LLC","('HLT', '2018 q3')",0.0
38198,MAR,2018 q3,2530,0.4587498924537112,"Jeffrey J. Donnelly, CFA",0.2634922813789005,male,"Wells Fargo Securities, LLC","('MAR', '2018 q3')",0.0
38199,HLT,2018 q3,2530,0.5025856000975024,Felicia R. R. Hendrix,0.182278932966412,female,Barclays,"('HLT', '2018 q3')",0.0
38200,MAR,2018 q3,2530,0.4587498924537112,Felicia R. R. Hendrix,0.2088325884063457,female,Barclays,"('MAR', '2018 q3')",0.0
38201,HLT,2018 q3,2530,0.5025856000975024,"Ms. Rachael S. Rothman, CFA",0.4923919140970216,female,Susquehanna Financial Group LLLP,"('HLT', '2018 q3')",0.0
38202,LVS,2018 q3,2530,0.5421208771153485,"Ms. Rachael S. Rothman, CFA",0.601545069565718,female,Susquehanna Financial Group LLLP,"('LVS', '2018 q3')",0.0
38203,MGM,2018 q3,2530,0.4223950873771579,"Ms. Rachael S. Rothman, CFA",0.8006885325085997,female,Susquehanna Financial Group LLLP,"('MGM', '2018 q3')",0.0
38204,RCL,2018 q3,2530,0.7808283619999953,"Ms. Rachael S. Rothman, CFA",0.8998448547171791,female,Susquehanna Financial Group LLLP,"('RCL', '2018 q3')",0.0
38205,WYNN,2018 q3,2530,0.5772980395960445,"Ms. Rachael S. Rothman, CFA",0.6122374457563092,female,Susquehanna Financial Group LLLP,"('WYNN', '2018 q3')",0.0
38206,HLT,2018 q3,2530,0.5025856000975024,David Katz,0.4050186183884158,male,Jefferies,"('HLT', '2018 q3')",0.0
38207,LVS,2018 q3,2530,0.5421208771153485,David Katz,0.2784943422585326,male,Jefferies,"('LVS', '2018 q3')",0.0
38208,MGM,2018 q3,2530,0.4223950873771579,David Katz,0.205344747921637,male,Jefferies,"('MGM', '2018 q3')",0.0
38209,WYNN,2018 q3,2530,0.5772980395960445,David Katz,0.2915763433044111,male,Jefferies,"('WYNN', '2018 q3')",0.0
38210,HLT,2018 q3,2530,0.5025856000975024,Mr. Cornelio Ash,0.7736214232535759,male,William O'Neil + Co.,"('HLT', '2018 q3')",0.166709266602993
38211,HLT,2018 q3,2530,0.5025856000975024,Mr. Jake A. Fuller,0.2174902906847145,male,Guggenheim Securities LLC,"('HLT', '2018 q3')",0.0
38212,MAR,2018 q3,2530,0.4587498924537112,Mr. Jake A. Fuller,0.2200484148215599,male,Guggenheim Securities LLC,"('MAR', '2018 q3')",0.0
38213,HLT,2018 q3,2530,0.5025856000975024,Mr. Carlo H. Santarelli,0.1820948905602774,male,Deutsche Bank,"('HLT', '2018 q3')",0.0
38214,MGM,2018 q3,2530,0.4223950873771579,Mr. Carlo H. Santarelli,0.0995309053625869,male,Deutsche Bank,"('MGM', '2018 q3')",0.0
38215,WYNN,2018 q3,2530,0.5772980395960445,Mr. Carlo H. Santarelli,0.3146886223821185,male,Deutsche Bank,"('WYNN', '2018 q3')",0.0021893050521612166
38216,HLT,2018 q3,2530,0.5025856000975024,Shaun C. Kelley,0.4142406311809802,male,BofA Global Research,"('HLT', '2018 q3')",0.0
38217,LVS,2018 q3,2530,0.5421208771153485,Shaun C. Kelley,0.4034752614131826,male,BofA Global Research,"('LVS', '2018 q3')",0.0
38218,MAR,2018 q3,2530,0.4587498924537112,Shaun C. Kelley,0.4090459406540171,male,BofA Global Research,"('MAR', '2018 q3')",0.0
38219,HLT,2018 q3,2530,0.5025856000975024,Thomas G. Allen,0.2759022027447793,male,Morgan Stanley,"('HLT', '2018 q3')",0.0
38220,HRB,2018 q3,2530,0.8749060619254054,Thomas G. Allen,0.9378958578966602,male,Morgan Stanley,"('HRB', '2018 q3')",0.032577577978372574
38221,LVS,2018 q3,2530,0.5421208771153485,Thomas G. Allen,0.1914973134712191,male,Morgan Stanley,"('LVS', '2018 q3')",0.0
38222,MAR,2018 q3,2530,0.4587498924537112,Thomas G. Allen,0.2835991703924267,male,Morgan Stanley,"('MAR', '2018 q3')",0.0
38223,MGM,2018 q3,2530,0.4223950873771579,Thomas G. Allen,0.2105410741797189,male,Morgan Stanley,"('MGM', '2018 q3')",0.0
38224,NCLH,2018 q3,2530,0.6983545882265636,Thomas G. Allen,0.3454862531809626,male,Morgan Stanley,"('NCLH', '2018 q3')",0.0
38225,WYNN,2018 q3,2530,0.5772980395960445,Thomas G. Allen,0.3397384091161213,male,Morgan Stanley,"('WYNN', '2018 q3')",0.0
38226,HLT,2018 q3,2530,0.5025856000975024,Jared Shojaian,0.1882447515929674,male,Wolfe Research,"('HLT', '2018 q3')",0.0
38227,LVS,2018 q3,2530,0.5421208771153485,Jared Shojaian,0.1665696633741401,male,Wolfe Research,"('LVS', '2018 q3')",0.0555352084338665
38228,MAR,2018 q3,2530,0.4587498924537112,Jared Shojaian,0.2580757041206225,male,Wolfe Research,"('MAR', '2018 q3')",0.01755302958190441
38229,MGM,2018 q3,2530,0.4223950873771579,Jared Shojaian,0.2708693286931314,male,Wolfe Research,"('MGM', '2018 q3')",0.06283123791217804
38230,NCLH,2018 q3,2530,0.6983545882265636,Jared Shojaian,0.4857105557562345,male,Wolfe Research,"('NCLH', '2018 q3')",0.008024085002640883
38231,RCL,2018 q3,2530,0.7808283619999953,Jared Shojaian,0.5467297337235073,male,Wolfe Research,"('RCL', '2018 q3')",0.049680791795253754
38232,WYNN,2018 q3,2530,0.5772980395960445,Jared Shojaian,0.3327968026882564,male,Wolfe Research,"('WYNN', '2018 q3')",0.0240849107503891
38233,HLT,2018 q3,2530,0.5025856000975024,C. Patrick Scholes,0.2388468410207912,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2018 q3')",0.0
38234,MAR,2018 q3,2530,0.4587498924537112,C. Patrick Scholes,0.2251747998335466,male,SunTrust Robinson Humphrey Capital Markets,"('MAR', '2018 q3')",0.0
38235,NCLH,2018 q3,2530,0.6983545882265636,C. Patrick Scholes,0.5365182789997157,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2018 q3')",0.008635931648314
38236,RCL,2018 q3,2530,0.7808283619999953,C. Patrick Scholes,0.4626907285902456,male,SunTrust Robinson Humphrey Capital Markets,"('RCL', '2018 q3')",0.0
38237,HRB,2018 q3,2530,0.8749060619254054,Stewart Glickman,0.6283292834885804,male,CFRA Equity Research,"('HRB', '2018 q3')",0.0
38238,HRB,2018 q3,2530,0.8749060619254054,"Mr. Efraim Levy, CFA",0.6436006290231246,male,CFRA Equity Research,"('HRB', '2018 q3')",0.0
38239,HRB,2018 q3,2530,0.8749060619254054,Mr. Scott Schneeberger,0.918681189003376,male,"Oppenheimer & Co., Inc.","('HRB', '2018 q3')",0.0
38240,HRB,2018 q3,2530,0.8749060619254054,SADIF Research,0.999182555162176,Not a person,Sadif Analytics Prime,"('HRB', '2018 q3')",0.9517154693603516
38241,LVS,2018 q3,2530,0.5421208771153485,SADIF Research,0.9644491128860198,Not a person,Sadif Analytics Prime,"('LVS', '2018 q3')",0.9659790992736816
38242,MCD,2018 q3,2530,0.4432963194996786,SADIF Research,0.9886143353242162,Not a person,Sadif Analytics Prime,"('MCD', '2018 q3')",0.9713385105133057
38243,NCLH,2018 q3,2530,0.6983545882265636,SADIF Research,0.9901479513680538,Not a person,Sadif Analytics Prime,"('NCLH', '2018 q3')",0.9534838199615479
38244,WYNN,2018 q3,2530,0.5772980395960445,SADIF Research,0.9920591413497216,Not a person,Sadif Analytics Prime,"('WYNN', '2018 q3')",0.9736394286155701
38245,LVS,2018 q3,2530,0.5421208771153485,Mr. Cameron McKnight,0.235452036368104,male,Credit Suisse,"('LVS', '2018 q3')",0.014392766480644545
38246,MGM,2018 q3,2530,0.4223950873771579,Mr. Cameron McKnight,0.3057440364538671,male,Credit Suisse,"('MGM', '2018 q3')",0.0
38247,MAR,2018 q3,2530,0.4587498924537112,Mr. Dan Wasiolek,0.5136160205363945,male,"Morningstar, Inc.","('MAR', '2018 q3')",0.0
38248,MGM,2018 q3,2530,0.4223950873771579,Mr. Dan Wasiolek,0.2751735408548732,male,"Morningstar, Inc.","('MGM', '2018 q3')",0.0
38249,MGM,2018 q3,2530,0.4223950873771579,Mr. Joseph Greff,0.1073128418065894,male,JPMorgan,"('MGM', '2018 q3')",0.019206292927265167
38250,MGM,2018 q3,2530,0.4223950873771579,Andrew Zarnett,0.1146476509533954,male,Deutsche Bank,"('MGM', '2018 q3')",0.0
38251,WYNN,2018 q3,2530,0.5772980395960445,Andrew Zarnett,0.2258073307253637,male,Deutsche Bank,"('WYNN', '2018 q3')",0.0
38252,MGM,2018 q3,2530,0.4223950873771579,Robin M. Farley,0.4255846171739847,male,UBS Equities,"('MGM', '2018 q3')",0.03593812137842178
38253,NCLH,2018 q3,2530,0.6983545882265636,Chris J. Woronka,0.814895559157484,male,Deutsche Bank,"('NCLH', '2018 q3')",0.0
38254,RCL,2018 q3,2530,0.7808283619999953,Chris J. Woronka,0.7997400285198518,male,Deutsche Bank,"('RCL', '2018 q3')",0.0123011264950037
38255,NCLH,2018 q3,2530,0.6983545882265636,"Daniel J. McKenzie, CFA",0.3877762144338074,male,The Buckingham Research Group,"('NCLH', '2018 q3')",0.0
38256,NCLH,2018 q3,2530,0.6983545882265636,"Mr. James L. Hardiman, CFA",0.336415564124994,male,Wedbush Securities Inc.,"('NCLH', '2018 q3')",0.0
38257,RCL,2018 q3,2530,0.7808283619999953,"Mr. James L. Hardiman, CFA",0.605515326506877,male,Wedbush Securities Inc.,"('RCL', '2018 q3')",0.0
38258,NCLH,2018 q3,2530,0.6983545882265636,"Ms. Jaime M. M. Katz, CFA",0.7233193226561432,female,"Morningstar, Inc.","('NCLH', '2018 q3')",0.0
38259,RCL,2018 q3,2530,0.7808283619999953,Mr. Keith Snyder,0.7979321065446654,male,CFRA Equity Research,"('RCL', '2018 q3')",0.0
38260,RCL,2018 q3,2530,0.7808283619999953,"Andrew G. Didora, CFA",0.7074526740486005,male,BofA Global Research,"('RCL', '2018 q3')",0.010365907102823257
38261,SBUX,2018 q3,2530,0.4999724127108192,"Ms. Sharon M. Zackfia, CFA",0.31069248972276,female,William Blair & Company,"('SBUX', '2018 q3')",0.0
38262,CCL,2018 q4,2530,0.0,"Timothy A. Conder, CPA",,male,"Wells Fargo Securities, LLC","('CCL', '2018 q4')",0.0
38263,CMG,2018 q4,2530,0.4292067042907442,"Mr. R.J. J. Hottovy, Jr",0.347163859092819,male,"Morningstar, Inc.","('CMG', '2018 q4')",0.0
38264,DRI,2018 q4,2530,0.4243724070958885,"Mr. R.J. J. Hottovy, Jr",0.4381672380776499,male,"Morningstar, Inc.","('DRI', '2018 q4')",0.0
38265,MCD,2018 q4,2530,0.4046501025505866,"Mr. R.J. J. Hottovy, Jr",0.3320438768092876,male,"Morningstar, Inc.","('MCD', '2018 q4')",0.0
38266,SBUX,2018 q4,2530,0.4164836389804049,"Mr. R.J. J. Hottovy, Jr",0.3356221025356576,male,"Morningstar, Inc.","('SBUX', '2018 q4')",0.0
38267,YUM,2018 q4,2530,0.3637848238278904,"Mr. R.J. J. Hottovy, Jr",0.3681700159061325,male,"Morningstar, Inc.","('YUM', '2018 q4')",0.0
38268,CMG,2018 q4,2530,0.4292067042907442,Nicole Miller Regan,0.2392451339836517,female,Piper Sandler Companies,"('CMG', '2018 q4')",0.054557811468839645
38269,MCD,2018 q4,2530,0.4046501025505866,Nicole Miller Regan,0.1529842137797903,female,Piper Sandler Companies,"('MCD', '2018 q4')",0.0
38270,SBUX,2018 q4,2530,0.4164836389804049,Nicole Miller Regan,0.118871355990919,female,Piper Sandler Companies,"('SBUX', '2018 q4')",0.0
38271,CMG,2018 q4,2530,0.4292067042907442,"Tuna N. Amobi, CFA",0.5195869651674576,male,CFRA Equity Research,"('CMG', '2018 q4')",0.0
38272,DPZ,2018 q4,2530,0.3137975085097144,"Tuna N. Amobi, CFA",0.5572039985100159,male,CFRA Equity Research,"('DPZ', '2018 q4')",0.0
38273,DRI,2018 q4,2530,0.4243724070958885,"Tuna N. Amobi, CFA",0.6358321353830697,male,CFRA Equity Research,"('DRI', '2018 q4')",0.0
38274,HLT,2018 q4,2530,0.4156869226188386,"Tuna N. Amobi, CFA",0.6330563222714924,male,CFRA Equity Research,"('HLT', '2018 q4')",0.0
38275,LVS,2018 q4,2530,0.3161624249929732,"Tuna N. Amobi, CFA",0.4346323742303163,male,CFRA Equity Research,"('LVS', '2018 q4')",0.0
38276,MAR,2018 q4,2530,0.5569309878001928,"Tuna N. Amobi, CFA",0.6584656048135447,male,CFRA Equity Research,"('MAR', '2018 q4')",0.0
38277,MCD,2018 q4,2530,0.4046501025505866,"Tuna N. Amobi, CFA",0.6347354156894648,male,CFRA Equity Research,"('MCD', '2018 q4')",0.0
38278,MGM,2018 q4,2530,0.4620145900357975,"Tuna N. Amobi, CFA",0.433278039694044,male,CFRA Equity Research,"('MGM', '2018 q4')",0.0
38279,RCL,2018 q4,2530,0.6797636361945485,"Tuna N. Amobi, CFA",0.722969603739662,male,CFRA Equity Research,"('RCL', '2018 q4')",0.0
38280,SBUX,2018 q4,2530,0.4164836389804049,"Tuna N. Amobi, CFA",0.5492950670478277,male,CFRA Equity Research,"('SBUX', '2018 q4')",0.0
38281,WYNN,2018 q4,2530,0.266634526163566,"Tuna N. Amobi, CFA",0.4191820694603466,male,CFRA Equity Research,"('WYNN', '2018 q4')",0.0
38282,YUM,2018 q4,2530,0.3637848238278904,"Tuna N. Amobi, CFA",0.5350382063337124,male,CFRA Equity Research,"('YUM', '2018 q4')",0.0
38283,CMG,2018 q4,2530,0.4292067042907442,Jeffrey A. A. Bernstein,0.1105759814449931,male,Barclays,"('CMG', '2018 q4')",0.0
38284,DPZ,2018 q4,2530,0.3137975085097144,Jeffrey A. A. Bernstein,0.0889988582961803,male,Barclays,"('DPZ', '2018 q4')",0.0
38285,DRI,2018 q4,2530,0.4243724070958885,Jeffrey A. A. Bernstein,0.1806271606232823,male,Barclays,"('DRI', '2018 q4')",0.0
38286,MCD,2018 q4,2530,0.4046501025505866,Jeffrey A. A. Bernstein,0.0872104094123995,male,Barclays,"('MCD', '2018 q4')",0.0
38287,SBUX,2018 q4,2530,0.4164836389804049,Jeffrey A. A. Bernstein,0.0906273811340375,male,Barclays,"('SBUX', '2018 q4')",0.0
38288,YUM,2018 q4,2530,0.3637848238278904,Jeffrey A. A. Bernstein,0.0946063720669323,male,Barclays,"('YUM', '2018 q4')",0.0
38289,CMG,2018 q4,2530,0.4292067042907442,David S. Palmer,0.1398896835585864,male,RBC Capital Markets,"('CMG', '2018 q4')",0.019331624265760183
38290,DRI,2018 q4,2530,0.4243724070958885,David S. Palmer,0.1199820443483698,male,RBC Capital Markets,"('DRI', '2018 q4')",0.007655049674212933
38291,MCD,2018 q4,2530,0.4046501025505866,David S. Palmer,0.100845709691472,male,RBC Capital Markets,"('MCD', '2018 q4')",0.026990339159965515
38292,SBUX,2018 q4,2530,0.4164836389804049,David S. Palmer,0.1544819935227842,male,RBC Capital Markets,"('SBUX', '2018 q4')",0.006500596180558205
38293,YUM,2018 q4,2530,0.3637848238278904,David S. Palmer,0.1215556822817148,male,RBC Capital Markets,"('YUM', '2018 q4')",0.013090485706925392
38294,CMG,2018 q4,2530,0.4292067042907442,Mr. Nick Setyan,0.5039697311633434,male,Wedbush Securities Inc.,"('CMG', '2018 q4')",0.0
38295,CMG,2018 q4,2530,0.4292067042907442,"Mr. Andrew M. Charles, CFA",0.1922389247161236,male,Cowen and Company,"('CMG', '2018 q4')",0.0
38296,MCD,2018 q4,2530,0.4046501025505866,"Mr. Andrew M. Charles, CFA",0.3541723849966952,male,Cowen and Company,"('MCD', '2018 q4')",0.0
38297,SBUX,2018 q4,2530,0.4164836389804049,"Mr. Andrew M. Charles, CFA",0.4268552191108032,male,Cowen and Company,"('SBUX', '2018 q4')",0.0
38298,YUM,2018 q4,2530,0.3637848238278904,"Mr. Andrew M. Charles, CFA",0.3476254564980099,male,Cowen and Company,"('YUM', '2018 q4')",0.0
38299,CMG,2018 q4,2530,0.4292067042907442,Mr. Stephen Anderson,0.1185064965958889,male,Maxim Group,"('CMG', '2018 q4')",0.0
38300,DPZ,2018 q4,2530,0.3137975085097144,Mr. Stephen Anderson,0.1532978330301813,male,Maxim Group,"('DPZ', '2018 q4')",0.0
38301,DRI,2018 q4,2530,0.4243724070958885,Mr. Stephen Anderson,0.0841539669364866,male,Maxim Group,"('DRI', '2018 q4')",0.0
38302,CMG,2018 q4,2530,0.4292067042907442,Mr. Jake Bartlett,0.1371262755061326,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2018 q4')",0.0
38303,DRI,2018 q4,2530,0.4243724070958885,Mr. Jake Bartlett,0.0840416210117987,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2018 q4')",0.0
38304,MCD,2018 q4,2530,0.4046501025505866,Mr. Jake Bartlett,0.0686888275811581,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2018 q4')",0.0
38305,CMG,2018 q4,2530,0.4292067042907442,Gregory Francfort,0.3363468348925686,male,BofA Global Research,"('CMG', '2018 q4')",0.0
38306,DPZ,2018 q4,2530,0.3137975085097144,Gregory Francfort,0.2839082384581255,male,BofA Global Research,"('DPZ', '2018 q4')",0.0
38307,DRI,2018 q4,2530,0.4243724070958885,Gregory Francfort,0.3141312502044673,male,BofA Global Research,"('DRI', '2018 q4')",0.0
38308,MCD,2018 q4,2530,0.4046501025505866,Gregory Francfort,0.3150675662791919,male,BofA Global Research,"('MCD', '2018 q4')",0.0
38309,SBUX,2018 q4,2530,0.4164836389804049,Gregory Francfort,0.3288332174800119,male,BofA Global Research,"('SBUX', '2018 q4')",0.0053505562245845795
38310,YUM,2018 q4,2530,0.3637848238278904,Gregory Francfort,0.3124006784331932,male,BofA Global Research,"('YUM', '2018 q4')",0.008297747932374477
38311,CMG,2018 q4,2530,0.4292067042907442,Matt McGinley,0.691873707818945,male,EVERCORE ISI,"('CMG', '2018 q4')",0.03333333507180214
38312,MCD,2018 q4,2530,0.4046501025505866,Matt McGinley,0.0904498625030268,male,EVERCORE ISI,"('MCD', '2018 q4')",0.01666666753590107
38313,SBUX,2018 q4,2530,0.4164836389804049,Matt McGinley,0.1635375077794034,male,EVERCORE ISI,"('SBUX', '2018 q4')",0.0
38314,YUM,2018 q4,2530,0.3637848238278904,Matt McGinley,0.2002943486319202,male,EVERCORE ISI,"('YUM', '2018 q4')",0.0
38315,CMG,2018 q4,2530,0.4292067042907442,Mr. William E. Slabaugh,0.1744395521546387,male,Stephens Inc.,"('CMG', '2018 q4')",0.0
38316,DPZ,2018 q4,2530,0.3137975085097144,Mr. William E. Slabaugh,0.2226318734619094,male,Stephens Inc.,"('DPZ', '2018 q4')",0.0
38317,DRI,2018 q4,2530,0.4243724070958885,Mr. William E. Slabaugh,0.151712485305094,male,Stephens Inc.,"('DRI', '2018 q4')",0.0
38318,MCD,2018 q4,2530,0.4046501025505866,Mr. William E. Slabaugh,0.2349270479656053,male,Stephens Inc.,"('MCD', '2018 q4')",0.0
38319,SBUX,2018 q4,2530,0.4164836389804049,Mr. William E. Slabaugh,0.2492362745694512,male,Stephens Inc.,"('SBUX', '2018 q4')",0.0
38320,DPZ,2018 q4,2530,0.3137975085097144,Mr. Peter M. Saleh,0.1859483499752959,male,BTIG,"('DPZ', '2018 q4')",0.0
38321,DRI,2018 q4,2530,0.4243724070958885,Mr. Peter M. Saleh,0.166343452240772,male,BTIG,"('DRI', '2018 q4')",0.0
38322,MCD,2018 q4,2530,0.4046501025505866,Mr. Peter M. Saleh,0.1161948486040677,male,BTIG,"('MCD', '2018 q4')",0.0
38323,SBUX,2018 q4,2530,0.4164836389804049,Mr. Peter M. Saleh,0.1666953934344274,male,BTIG,"('SBUX', '2018 q4')",0.0
38324,YUM,2018 q4,2530,0.3637848238278904,Mr. Peter M. Saleh,0.1674936626888029,male,BTIG,"('YUM', '2018 q4')",0.0
38325,DPZ,2018 q4,2530,0.3137975085097144,Mr. John S. Glass,0.1470033826664801,male,Morgan Stanley,"('DPZ', '2018 q4')",0.0
38326,DRI,2018 q4,2530,0.4243724070958885,Mr. John S. Glass,0.2987581130167708,male,Morgan Stanley,"('DRI', '2018 q4')",0.0
38327,MCD,2018 q4,2530,0.4046501025505866,Mr. John S. Glass,0.1971180492606383,male,Morgan Stanley,"('MCD', '2018 q4')",0.0
38328,SBUX,2018 q4,2530,0.4164836389804049,Mr. John S. Glass,0.279120968269048,male,Morgan Stanley,"('SBUX', '2018 q4')",0.0
38329,DRI,2018 q4,2530,0.4243724070958885,"Mr. Brian Bittner, CFA",0.2425649277870284,male,"Oppenheimer & Co., Inc.","('DRI', '2018 q4')",0.0
38330,MCD,2018 q4,2530,0.4046501025505866,"Mr. Brian Bittner, CFA",0.1449420087819281,male,"Oppenheimer & Co., Inc.","('MCD', '2018 q4')",0.0
38331,SBUX,2018 q4,2530,0.4164836389804049,"Mr. Brian Bittner, CFA",0.2853077051350178,male,"Oppenheimer & Co., Inc.","('SBUX', '2018 q4')",0.013528060168027878
38332,DRI,2018 q4,2530,0.4243724070958885,Mr. Andy M. Barish,0.1100998398261243,male,Jefferies,"('DRI', '2018 q4')",0.0
38333,MCD,2018 q4,2530,0.4046501025505866,Mr. Andy M. Barish,0.0781938355522174,male,Jefferies,"('MCD', '2018 q4')",0.0
38334,SBUX,2018 q4,2530,0.4164836389804049,Mr. Andy M. Barish,0.1563096038601769,male,Jefferies,"('SBUX', '2018 q4')",0.0
38335,YUM,2018 q4,2530,0.3637848238278904,Mr. Andy M. Barish,0.2536071444630103,male,Jefferies,"('YUM', '2018 q4')",0.0
38336,DRI,2018 q4,2530,0.4243724070958885,Mr. Matthew J. DiFrisco,0.0825062332827941,male,Guggenheim Securities LLC,"('DRI', '2018 q4')",0.0
38337,SBUX,2018 q4,2530,0.4164836389804049,Mr. Matthew J. DiFrisco,0.1098823082673052,male,Guggenheim Securities LLC,"('SBUX', '2018 q4')",0.0
38338,DRI,2018 q4,2530,0.4243724070958885,SADIF Research,0.984333440929646,Not a person,Sadif Analytics Prime,"('DRI', '2018 q4')",0.9620665311813354
38339,MCD,2018 q4,2530,0.4046501025505866,SADIF Research,0.995479641197386,Not a person,Sadif Analytics Prime,"('MCD', '2018 q4')",0.9790763854980469
38340,NCLH,2018 q4,2530,0.684901295968571,SADIF Research,0.9846261552052428,Not a person,Sadif Analytics Prime,"('NCLH', '2018 q4')",0.9520431160926819
38341,HLT,2018 q4,2530,0.4156869226188386,David Katz,0.2762279016710877,male,Jefferies,"('HLT', '2018 q4')",0.0
38342,LVS,2018 q4,2530,0.3161624249929732,David Katz,0.207725770519651,male,Jefferies,"('LVS', '2018 q4')",0.0
38343,MAR,2018 q4,2530,0.5569309878001928,David Katz,0.2204468488378276,male,Jefferies,"('MAR', '2018 q4')",0.0
38344,MGM,2018 q4,2530,0.4620145900357975,David Katz,0.3099683445861253,male,Jefferies,"('MGM', '2018 q4')",0.0
38345,WYNN,2018 q4,2530,0.266634526163566,David Katz,0.1127861687346696,male,Jefferies,"('WYNN', '2018 q4')",0.0
38346,HLT,2018 q4,2530,0.4156869226188386,C. Patrick Scholes,0.0962647081541168,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2018 q4')",0.0
38347,NCLH,2018 q4,2530,0.684901295968571,C. Patrick Scholes,0.465305145413073,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2018 q4')",0.0
38348,RCL,2018 q4,2530,0.6797636361945485,C. Patrick Scholes,0.3153801852547748,male,SunTrust Robinson Humphrey Capital Markets,"('RCL', '2018 q4')",0.018368322402238846
38349,HLT,2018 q4,2530,0.4156869226188386,Shaun C. Kelley,0.2052574283476352,male,BofA Global Research,"('HLT', '2018 q4')",0.0158892422914505
38350,LVS,2018 q4,2530,0.3161624249929732,Shaun C. Kelley,0.1885632256397358,male,BofA Global Research,"('LVS', '2018 q4')",0.0
38351,MAR,2018 q4,2530,0.5569309878001928,Shaun C. Kelley,0.302505859189821,male,BofA Global Research,"('MAR', '2018 q4')",0.0
38352,WYNN,2018 q4,2530,0.266634526163566,Shaun C. Kelley,0.2550034729142817,male,BofA Global Research,"('WYNN', '2018 q4')",0.0
38353,HLT,2018 q4,2530,0.4156869226188386,"Mr. Kevin C. Kopelman, CFA",0.1943306678420795,male,Cowen and Company,"('HLT', '2018 q4')",0.0
38354,MAR,2018 q4,2530,0.5569309878001928,"Mr. Kevin C. Kopelman, CFA",0.3856810657081562,male,Cowen and Company,"('MAR', '2018 q4')",0.015060758218169212
38355,HLT,2018 q4,2530,0.4156869226188386,"Mr. Rich A. Hightower, Jr",0.6992073095326664,male,EVERCORE ISI,"('HLT', '2018 q4')",0.03333333507180214
38356,HLT,2018 q4,2530,0.4156869226188386,Mr. Carlo H. Santarelli,0.1505462737785503,male,Deutsche Bank,"('HLT', '2018 q4')",0.0
38357,MAR,2018 q4,2530,0.5569309878001928,Mr. Carlo H. Santarelli,0.5610958916738155,male,Deutsche Bank,"('MAR', '2018 q4')",0.0
38358,MGM,2018 q4,2530,0.4620145900357975,Mr. Carlo H. Santarelli,0.1717161190793737,male,Deutsche Bank,"('MGM', '2018 q4')",0.0
38359,WYNN,2018 q4,2530,0.266634526163566,Mr. Carlo H. Santarelli,0.0794737679171395,male,Deutsche Bank,"('WYNN', '2018 q4')",0.0
38360,HLT,2018 q4,2530,0.4156869226188386,Jared Shojaian,0.2243644008936131,male,Wolfe Research,"('HLT', '2018 q4')",0.042247969657182693
38361,LVS,2018 q4,2530,0.3161624249929732,Jared Shojaian,0.1882673425083696,male,Wolfe Research,"('LVS', '2018 q4')",0.019901033490896225
38362,MAR,2018 q4,2530,0.5569309878001928,Jared Shojaian,0.1895335546557917,male,Wolfe Research,"('MAR', '2018 q4')",0.0
38363,NCLH,2018 q4,2530,0.684901295968571,Jared Shojaian,0.3822175004388752,male,Wolfe Research,"('NCLH', '2018 q4')",0.016925714910030365
38364,RCL,2018 q4,2530,0.6797636361945485,Jared Shojaian,0.512338682747318,male,Wolfe Research,"('RCL', '2018 q4')",0.026090465486049652
38365,WYNN,2018 q4,2530,0.266634526163566,Jared Shojaian,0.1351072875177872,male,Wolfe Research,"('WYNN', '2018 q4')",0.0
38366,HLT,2018 q4,2530,0.4156869226188386,"Jeffrey J. Donnelly, CFA",0.1311492084539834,male,"Wells Fargo Securities, LLC","('HLT', '2018 q4')",0.0
38367,MAR,2018 q4,2530,0.5569309878001928,"Jeffrey J. Donnelly, CFA",0.4679463259917919,male,"Wells Fargo Securities, LLC","('MAR', '2018 q4')",0.013452449813485146
38368,HLT,2018 q4,2530,0.4156869226188386,"Mr. Wes K. Golladay, CFA",0.1509395190126262,male,RBC Capital Markets,"('HLT', '2018 q4')",0.0
38369,HLT,2018 q4,2530,0.4156869226188386,Mr. Dan Wasiolek,0.4066921875583664,male,"Morningstar, Inc.","('HLT', '2018 q4')",0.004938235195974509
38370,LVS,2018 q4,2530,0.3161624249929732,Mr. Dan Wasiolek,0.2725736691981927,male,"Morningstar, Inc.","('LVS', '2018 q4')",0.0
38371,MAR,2018 q4,2530,0.5569309878001928,Mr. Dan Wasiolek,0.7762178320352107,male,"Morningstar, Inc.","('MAR', '2018 q4')",0.0
38372,MGM,2018 q4,2530,0.4620145900357975,Mr. Dan Wasiolek,0.3162934060449015,male,"Morningstar, Inc.","('MGM', '2018 q4')",0.0
38373,WYNN,2018 q4,2530,0.266634526163566,Mr. Dan Wasiolek,0.2560253222491213,male,"Morningstar, Inc.","('WYNN', '2018 q4')",0.0
38374,HLT,2018 q4,2530,0.4156869226188386,Thomas G. Allen,0.2091079368591448,male,Morgan Stanley,"('HLT', '2018 q4')",0.0
38375,HRB,2018 q4,2530,0.7726161419828834,Thomas G. Allen,0.9286811149766924,male,Morgan Stanley,"('HRB', '2018 q4')",0.020622294396162033
38376,LVS,2018 q4,2530,0.3161624249929732,Thomas G. Allen,0.2031192570846969,male,Morgan Stanley,"('LVS', '2018 q4')",0.0
38377,MAR,2018 q4,2530,0.5569309878001928,Thomas G. Allen,0.2844169700071888,male,Morgan Stanley,"('MAR', '2018 q4')",0.0
38378,MGM,2018 q4,2530,0.4620145900357975,Thomas G. Allen,0.2922597697161564,male,Morgan Stanley,"('MGM', '2018 q4')",0.0
38379,NCLH,2018 q4,2530,0.684901295968571,Thomas G. Allen,0.354585461333935,male,Morgan Stanley,"('NCLH', '2018 q4')",0.0
38380,WYNN,2018 q4,2530,0.266634526163566,Thomas G. Allen,0.1303046505788074,male,Morgan Stanley,"('WYNN', '2018 q4')",0.0
38381,HRB,2018 q4,2530,0.7726161419828834,Garrett Nelson,0.6056928555780499,male,CFRA Equity Research,"('HRB', '2018 q4')",0.0
38382,HRB,2018 q4,2530,0.7726161419828834,Mr. Alexander Paris,0.6663217667404352,male,Barrington Research Associates,"('HRB', '2018 q4')",0.0
38383,HRB,2018 q4,2530,0.7726161419828834,Kartik Mehta,0.6719899868926845,male,Northcoast Research,"('HRB', '2018 q4')",0.09256352484226227
38384,HRB,2018 q4,2530,0.7726161419828834,Stewart Glickman,0.630577047480433,male,CFRA Equity Research,"('HRB', '2018 q4')",0.0
38385,LVS,2018 q4,2530,0.3161624249929732,Mr. Cameron McKnight,0.2327189493509144,male,Credit Suisse,"('LVS', '2018 q4')",0.028909327695146203
38386,MGM,2018 q4,2530,0.4620145900357975,Mr. Cameron McKnight,0.3951668744731136,male,Credit Suisse,"('MGM', '2018 q4')",0.0
38387,WYNN,2018 q4,2530,0.266634526163566,Mr. Cameron McKnight,0.0878434369000116,male,Credit Suisse,"('WYNN', '2018 q4')",0.030409272760152817
38388,LVS,2018 q4,2530,0.3161624249929732,Mr. David Bain,0.1058631441881859,male,"Roth Capital Partners, Inc.","('LVS', '2018 q4')",0.0
38389,MAR,2018 q4,2530,0.5569309878001928,Mr. Jake A. Fuller,0.2108947636083725,male,Guggenheim Securities LLC,"('MAR', '2018 q4')",0.0
38390,MAR,2018 q4,2530,0.5569309878001928,Ms. Najet El Kassir,0.427492402634233,female,Berenberg,"('MAR', '2018 q4')",0.0
38391,MGM,2018 q4,2530,0.4620145900357975,Robin M. Farley,0.6121199890588602,male,UBS Equities,"('MGM', '2018 q4')",0.011000365950167179
38392,NCLH,2018 q4,2530,0.684901295968571,"Ms. Jaime M. M. Katz, CFA",0.7530597736171392,female,"Morningstar, Inc.","('NCLH', '2018 q4')",0.0
38393,RCL,2018 q4,2530,0.6797636361945485,"Ms. Jaime M. M. Katz, CFA",0.7087743522624341,female,"Morningstar, Inc.","('RCL', '2018 q4')",0.0
38394,NCLH,2018 q4,2530,0.684901295968571,"Daniel J. McKenzie, CFA",0.4504921469018585,male,The Buckingham Research Group,"('NCLH', '2018 q4')",0.0
38395,RCL,2018 q4,2530,0.6797636361945485,"Daniel J. McKenzie, CFA",0.3366717725563609,male,The Buckingham Research Group,"('RCL', '2018 q4')",0.0
38396,NCLH,2018 q4,2530,0.684901295968571,Chris J. Woronka,0.7817165564149821,male,Deutsche Bank,"('NCLH', '2018 q4')",0.0
38397,RCL,2018 q4,2530,0.6797636361945485,Chris J. Woronka,0.7779094543433235,male,Deutsche Bank,"('RCL', '2018 q4')",0.0
38398,NCLH,2018 q4,2530,0.684901295968571,"Mr. James L. Hardiman, CFA",0.3309194479678568,male,Wedbush Securities Inc.,"('NCLH', '2018 q4')",0.0
38399,RCL,2018 q4,2530,0.6797636361945485,"Andrew G. Didora, CFA",0.6375756399190754,male,BofA Global Research,"('RCL', '2018 q4')",0.0
38400,SBUX,2018 q4,2530,0.4164836389804049,Tristan d'Aboville,0.67329486196219,male,William O'Neil + Co.,"('SBUX', '2018 q4')",0.03333333507180214
38401,WYNN,2018 q4,2530,0.266634526163566,Andrew Zarnett,0.1825383182156899,male,Deutsche Bank,"('WYNN', '2018 q4')",0.0
38402,YUM,2018 q4,2530,0.3637848238278904,William M. Reuter,0.1239686843032521,male,BofA Global Research,"('YUM', '2018 q4')",0.0
38403,CCL,2019 q1,2530,0.0,"Timothy A. Conder, CPA",,male,"Wells Fargo Securities, LLC","('CCL', '2019 q1')",0.0008894733618944883
38404,CMG,2019 q1,2530,0.4302277502436059,Mr. Stephen Anderson,0.0991082778778503,male,Maxim Group,"('CMG', '2019 q1')",0.004067942500114441
38405,DPZ,2019 q1,2530,0.5048756798332612,Mr. Stephen Anderson,0.1904183636804435,male,Maxim Group,"('DPZ', '2019 q1')",0.0
38406,DRI,2019 q1,2530,0.4615879718294963,Mr. Stephen Anderson,0.1180375754564998,male,Maxim Group,"('DRI', '2019 q1')",0.0
38407,CMG,2019 q1,2530,0.4302277502436059,Mr. Nick Setyan,0.3437737937683771,male,Wedbush Securities Inc.,"('CMG', '2019 q1')",0.0
38408,DRI,2019 q1,2530,0.4615879718294963,Mr. Nick Setyan,0.3254019503670968,male,Wedbush Securities Inc.,"('DRI', '2019 q1')",0.0
38409,SBUX,2019 q1,2530,0.6992755231550468,Mr. Nick Setyan,0.6640748255712663,male,Wedbush Securities Inc.,"('SBUX', '2019 q1')",0.0
38410,CMG,2019 q1,2530,0.4302277502436059,Mr. Thomas Kee,0.996648983502412,male,Stock Traders Daily Research,"('CMG', '2019 q1')",0.9931184649467468
38411,DPZ,2019 q1,2530,0.5048756798332612,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('DPZ', '2019 q1')",0.9930988252162933
38412,DRI,2019 q1,2530,0.4615879718294963,Mr. Thomas Kee,0.9874312985277246,male,Stock Traders Daily Research,"('DRI', '2019 q1')",0.9931468963623047
38413,HRB,2019 q1,2530,0.9847149443319032,Mr. Thomas Kee,0.9831020565068824,male,Stock Traders Daily Research,"('HRB', '2019 q1')",0.9931548833847046
38414,LVS,2019 q1,2530,0.4463312987462021,Mr. Thomas Kee,0.9948782582309018,male,Stock Traders Daily Research,"('LVS', '2019 q1')",0.9931622445583344
38415,MAR,2019 q1,2530,0.580401748095537,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MAR', '2019 q1')",0.9931468963623047
38416,MCD,2019 q1,2530,0.4881216113900946,Mr. Thomas Kee,0.987204131903584,male,Stock Traders Daily Research,"('MCD', '2019 q1')",0.9930826425552368
38417,MGM,2019 q1,2530,0.4853236068487412,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('MGM', '2019 q1')",0.9931425452232361
38418,SBUX,2019 q1,2530,0.6992755231550468,Mr. Thomas Kee,0.9794798881400074,male,Stock Traders Daily Research,"('SBUX', '2019 q1')",0.9931069016456604
38419,WYNN,2019 q1,2530,0.4653831848072327,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('WYNN', '2019 q1')",0.9930418729782104
38420,YUM,2019 q1,2530,0.6977369565175082,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('YUM', '2019 q1')",0.9931149482727051
38421,CMG,2019 q1,2530,0.4302277502436059,Jeffrey A. A. Bernstein,0.1100767141425198,male,Barclays,"('CMG', '2019 q1')",0.0
38422,DPZ,2019 q1,2530,0.5048756798332612,Jeffrey A. A. Bernstein,0.6226013437035621,male,Barclays,"('DPZ', '2019 q1')",0.0
38423,DRI,2019 q1,2530,0.4615879718294963,Jeffrey A. A. Bernstein,0.1037652667945352,male,Barclays,"('DRI', '2019 q1')",0.0
38424,YUM,2019 q1,2530,0.6977369565175082,Jeffrey A. A. Bernstein,0.3536123644502815,male,Barclays,"('YUM', '2019 q1')",0.0
38425,CMG,2019 q1,2530,0.4302277502436059,"Mr. R.J. J. Hottovy, Jr",0.2789611597172593,male,"Morningstar, Inc.","('CMG', '2019 q1')",0.0
38426,DRI,2019 q1,2530,0.4615879718294963,"Mr. R.J. J. Hottovy, Jr",0.4015571085331161,male,"Morningstar, Inc.","('DRI', '2019 q1')",0.0
38427,MCD,2019 q1,2530,0.4881216113900946,"Mr. R.J. J. Hottovy, Jr",0.4006823491921875,male,"Morningstar, Inc.","('MCD', '2019 q1')",0.0
38428,SBUX,2019 q1,2530,0.6992755231550468,"Mr. R.J. J. Hottovy, Jr",0.4417901085561203,male,"Morningstar, Inc.","('SBUX', '2019 q1')",0.0
38429,YUM,2019 q1,2530,0.6977369565175082,"Mr. R.J. J. Hottovy, Jr",0.4991759421571819,male,"Morningstar, Inc.","('YUM', '2019 q1')",0.0
38430,CMG,2019 q1,2530,0.4302277502436059,David S. Palmer,0.0965695249983238,male,RBC Capital Markets,"('CMG', '2019 q1')",0.04056211747229099
38431,MCD,2019 q1,2530,0.4881216113900946,David S. Palmer,0.1901205648373498,male,RBC Capital Markets,"('MCD', '2019 q1')",0.03312401566654444
38432,CMG,2019 q1,2530,0.4302277502436059,SADIF Research,0.942253473300914,Not a person,Sadif Analytics Prime,"('CMG', '2019 q1')",0.9230078458786011
38433,HRB,2019 q1,2530,0.9847149443319032,SADIF Research,0.9993555339992932,Not a person,Sadif Analytics Prime,"('HRB', '2019 q1')",0.9413124322891235
38434,MAR,2019 q1,2530,0.580401748095537,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MAR', '2019 q1')",0.9704108834266663
38435,NCLH,2019 q1,2530,0.5888562054649993,SADIF Research,0.984155911918031,Not a person,Sadif Analytics Prime,"('NCLH', '2019 q1')",0.947178840637207
38436,SBUX,2019 q1,2530,0.6992755231550468,SADIF Research,0.943083920301851,Not a person,Sadif Analytics Prime,"('SBUX', '2019 q1')",0.9485697150230408
38437,YUM,2019 q1,2530,0.6977369565175082,SADIF Research,0.9770145078382316,Not a person,Sadif Analytics Prime,"('YUM', '2019 q1')",0.9253562092781067
38438,CMG,2019 q1,2530,0.4302277502436059,Mr. Andy M. Barish,0.0811850013348839,male,Jefferies,"('CMG', '2019 q1')",0.0
38439,CMG,2019 q1,2530,0.4302277502436059,Mr. Matthew J. DiFrisco,0.1808373321409137,male,Guggenheim Securities LLC,"('CMG', '2019 q1')",0.01864057406783104
38440,DRI,2019 q1,2530,0.4615879718294963,Mr. Matthew J. DiFrisco,0.1592335958431619,male,Guggenheim Securities LLC,"('DRI', '2019 q1')",0.0
38441,MCD,2019 q1,2530,0.4881216113900946,Mr. Matthew J. DiFrisco,0.1450796488027327,male,Guggenheim Securities LLC,"('MCD', '2019 q1')",0.011376206763088703
38442,CMG,2019 q1,2530,0.4302277502436059,Mr. Jake Bartlett,0.0663617844934844,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2019 q1')",0.0
38443,DRI,2019 q1,2530,0.4615879718294963,Mr. Jake Bartlett,0.108102560125643,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2019 q1')",0.0
38444,MCD,2019 q1,2530,0.4881216113900946,Mr. Jake Bartlett,0.1336792596799088,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2019 q1')",0.016685375943779945
38445,CMG,2019 q1,2530,0.4302277502436059,"Mr. Andrew M. Charles, CFA",0.2010779200475358,male,Cowen and Company,"('CMG', '2019 q1')",0.0
38446,DPZ,2019 q1,2530,0.5048756798332612,"Mr. Andrew M. Charles, CFA",0.2262488794804377,male,Cowen and Company,"('DPZ', '2019 q1')",0.0035706907510757446
38447,MCD,2019 q1,2530,0.4881216113900946,"Mr. Andrew M. Charles, CFA",0.2039134195858574,male,Cowen and Company,"('MCD', '2019 q1')",0.0
38448,SBUX,2019 q1,2530,0.6992755231550468,"Mr. Andrew M. Charles, CFA",0.3161809865901722,male,Cowen and Company,"('SBUX', '2019 q1')",0.0
38449,YUM,2019 q1,2530,0.6977369565175082,"Mr. Andrew M. Charles, CFA",0.4144913717986198,male,Cowen and Company,"('YUM', '2019 q1')",0.0
38450,CMG,2019 q1,2530,0.4302277502436059,Mr. Peter M. Saleh,0.0818926428246407,male,BTIG,"('CMG', '2019 q1')",0.0
38451,DPZ,2019 q1,2530,0.5048756798332612,Mr. Peter M. Saleh,0.2229127370299377,male,BTIG,"('DPZ', '2019 q1')",0.025720342062413692
38452,DRI,2019 q1,2530,0.4615879718294963,Mr. Peter M. Saleh,0.1128986879396645,male,BTIG,"('DRI', '2019 q1')",0.011003397405147552
38453,MCD,2019 q1,2530,0.4881216113900946,Mr. Peter M. Saleh,0.1310651883810205,male,BTIG,"('MCD', '2019 q1')",0.0
38454,SBUX,2019 q1,2530,0.6992755231550468,Mr. Peter M. Saleh,0.2818544637086989,male,BTIG,"('SBUX', '2019 q1')",0.0
38455,CMG,2019 q1,2530,0.4302277502436059,"Tuna N. Amobi, CFA",0.4344594252173224,male,CFRA Equity Research,"('CMG', '2019 q1')",0.0
38456,DPZ,2019 q1,2530,0.5048756798332612,"Tuna N. Amobi, CFA",0.510847676645777,male,CFRA Equity Research,"('DPZ', '2019 q1')",0.0
38457,DRI,2019 q1,2530,0.4615879718294963,"Tuna N. Amobi, CFA",0.5791926464129423,male,CFRA Equity Research,"('DRI', '2019 q1')",0.0
38458,HLT,2019 q1,2530,0.4610532248288057,"Tuna N. Amobi, CFA",0.5449888665355888,male,CFRA Equity Research,"('HLT', '2019 q1')",0.0
38459,LVS,2019 q1,2530,0.4463312987462021,"Tuna N. Amobi, CFA",0.4222828407276066,male,CFRA Equity Research,"('LVS', '2019 q1')",0.0
38460,MAR,2019 q1,2530,0.580401748095537,"Tuna N. Amobi, CFA",0.6168835926282749,male,CFRA Equity Research,"('MAR', '2019 q1')",0.0
38461,MCD,2019 q1,2530,0.4881216113900946,"Tuna N. Amobi, CFA",0.5962156002283399,male,CFRA Equity Research,"('MCD', '2019 q1')",0.0
38462,MGM,2019 q1,2530,0.4853236068487412,"Tuna N. Amobi, CFA",0.3800501154274239,male,CFRA Equity Research,"('MGM', '2019 q1')",0.0
38463,RCL,2019 q1,2530,0.6444129817862649,"Tuna N. Amobi, CFA",0.6217781529713151,male,CFRA Equity Research,"('RCL', '2019 q1')",0.0
38464,SBUX,2019 q1,2530,0.6992755231550468,"Tuna N. Amobi, CFA",0.5854611787245179,male,CFRA Equity Research,"('SBUX', '2019 q1')",0.0
38465,WYNN,2019 q1,2530,0.4653831848072327,"Tuna N. Amobi, CFA",0.3990660298459608,male,CFRA Equity Research,"('WYNN', '2019 q1')",0.0
38466,YUM,2019 q1,2530,0.6977369565175082,"Tuna N. Amobi, CFA",0.6064979296099338,male,CFRA Equity Research,"('YUM', '2019 q1')",0.0
38467,CMG,2019 q1,2530,0.4302277502436059,Mr. William E. Slabaugh,0.1724525547202661,male,Stephens Inc.,"('CMG', '2019 q1')",0.0
38468,DPZ,2019 q1,2530,0.5048756798332612,Mr. William E. Slabaugh,0.2275212756611687,male,Stephens Inc.,"('DPZ', '2019 q1')",0.0
38469,DRI,2019 q1,2530,0.4615879718294963,Mr. William E. Slabaugh,0.1576223708830971,male,Stephens Inc.,"('DRI', '2019 q1')",0.018570533022284508
38470,MCD,2019 q1,2530,0.4881216113900946,Mr. William E. Slabaugh,0.1629698121851379,male,Stephens Inc.,"('MCD', '2019 q1')",0.0
38471,SBUX,2019 q1,2530,0.6992755231550468,Mr. William E. Slabaugh,0.3295308615715606,male,Stephens Inc.,"('SBUX', '2019 q1')",0.0
38472,CMG,2019 q1,2530,0.4302277502436059,Nicole Miller Regan,0.1191158658799805,female,Piper Sandler Companies,"('CMG', '2019 q1')",0.0
38473,DRI,2019 q1,2530,0.4615879718294963,Nicole Miller Regan,0.1978444946230989,female,Piper Sandler Companies,"('DRI', '2019 q1')",0.0
38474,MCD,2019 q1,2530,0.4881216113900946,Nicole Miller Regan,0.1279596575018687,female,Piper Sandler Companies,"('MCD', '2019 q1')",0.0
38475,CMG,2019 q1,2530,0.4302277502436059,Gregory Francfort,0.3058171578319266,male,BofA Global Research,"('CMG', '2019 q1')",0.0
38476,DPZ,2019 q1,2530,0.5048756798332612,Gregory Francfort,0.2780542349376313,male,BofA Global Research,"('DPZ', '2019 q1')",0.008516515605151653
38477,DRI,2019 q1,2530,0.4615879718294963,Gregory Francfort,0.6859474286017634,male,BofA Global Research,"('DRI', '2019 q1')",0.03333333507180214
38478,MCD,2019 q1,2530,0.4881216113900946,Gregory Francfort,0.3859498696217092,male,BofA Global Research,"('MCD', '2019 q1')",0.0
38479,SBUX,2019 q1,2530,0.6992755231550468,Gregory Francfort,0.6715481629030747,male,BofA Global Research,"('SBUX', '2019 q1')",0.03333333507180214
38480,YUM,2019 q1,2530,0.6977369565175082,Gregory Francfort,0.3799811998896435,male,BofA Global Research,"('YUM', '2019 q1')",0.0
38481,CMG,2019 q1,2530,0.4302277502436059,Mr. John S. Glass,0.1444917277853193,male,Morgan Stanley,"('CMG', '2019 q1')",0.0
38482,DPZ,2019 q1,2530,0.5048756798332612,Mr. John S. Glass,0.1824544323211347,male,Morgan Stanley,"('DPZ', '2019 q1')",0.0
38483,DRI,2019 q1,2530,0.4615879718294963,Mr. John S. Glass,0.1627487427037368,male,Morgan Stanley,"('DRI', '2019 q1')",0.0
38484,MCD,2019 q1,2530,0.4881216113900946,Mr. John S. Glass,0.2287663084710268,male,Morgan Stanley,"('MCD', '2019 q1')",0.0
38485,YUM,2019 q1,2530,0.6977369565175082,Mr. John S. Glass,0.3713039303072328,male,Morgan Stanley,"('YUM', '2019 q1')",0.0
38486,DPZ,2019 q1,2530,0.5048756798332612,"Mr. Brian Bittner, CFA",0.1810626249625828,male,"Oppenheimer & Co., Inc.","('DPZ', '2019 q1')",0.0
38487,DRI,2019 q1,2530,0.4615879718294963,"Mr. Brian Bittner, CFA",0.2012543279895391,male,"Oppenheimer & Co., Inc.","('DRI', '2019 q1')",0.0
38488,MCD,2019 q1,2530,0.4881216113900946,"Mr. Brian Bittner, CFA",0.225460675926003,male,"Oppenheimer & Co., Inc.","('MCD', '2019 q1')",0.0
38489,SBUX,2019 q1,2530,0.6992755231550468,"Mr. Brian Bittner, CFA",0.3458757095010294,male,"Oppenheimer & Co., Inc.","('SBUX', '2019 q1')",0.037021785974502563
38490,HLT,2019 q1,2530,0.4610532248288057,C. Patrick Scholes,0.3274759606131059,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2019 q1')",0.0
38491,MAR,2019 q1,2530,0.580401748095537,C. Patrick Scholes,0.2249965119769697,male,SunTrust Robinson Humphrey Capital Markets,"('MAR', '2019 q1')",0.0
38492,NCLH,2019 q1,2530,0.5888562054649993,C. Patrick Scholes,0.2418315124337915,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2019 q1')",0.0
38493,RCL,2019 q1,2530,0.6444129817862649,C. Patrick Scholes,0.627235450924629,male,SunTrust Robinson Humphrey Capital Markets,"('RCL', '2019 q1')",0.0219808891415596
38494,HLT,2019 q1,2530,0.4610532248288057,Shaun C. Kelley,0.3280438445710574,male,BofA Global Research,"('HLT', '2019 q1')",0.0
38495,MAR,2019 q1,2530,0.580401748095537,Shaun C. Kelley,0.3471304486884229,male,BofA Global Research,"('MAR', '2019 q1')",0.0
38496,WYNN,2019 q1,2530,0.4653831848072327,Shaun C. Kelley,0.3087458764048593,male,BofA Global Research,"('WYNN', '2019 q1')",0.0
38497,HLT,2019 q1,2530,0.4610532248288057,Mr. Dan Wasiolek,0.4157864896783868,male,"Morningstar, Inc.","('HLT', '2019 q1')",0.0
38498,LVS,2019 q1,2530,0.4463312987462021,Mr. Dan Wasiolek,0.3235009587733147,male,"Morningstar, Inc.","('LVS', '2019 q1')",0.0
38499,MAR,2019 q1,2530,0.580401748095537,Mr. Dan Wasiolek,0.4804950808538598,male,"Morningstar, Inc.","('MAR', '2019 q1')",0.0
38500,MGM,2019 q1,2530,0.4853236068487412,Mr. Dan Wasiolek,0.3743639084712594,male,"Morningstar, Inc.","('MGM', '2019 q1')",0.0
38501,WYNN,2019 q1,2530,0.4653831848072327,Mr. Dan Wasiolek,0.3202383456342735,male,"Morningstar, Inc.","('WYNN', '2019 q1')",0.0
38502,HLT,2019 q1,2530,0.4610532248288057,Jared Shojaian,0.3258579702514382,male,Wolfe Research,"('HLT', '2019 q1')",0.0
38503,LVS,2019 q1,2530,0.4463312987462021,Jared Shojaian,0.2571376545777958,male,Wolfe Research,"('LVS', '2019 q1')",0.0
38504,MAR,2019 q1,2530,0.580401748095537,Jared Shojaian,0.1176897264185828,male,Wolfe Research,"('MAR', '2019 q1')",0.0
38505,NCLH,2019 q1,2530,0.5888562054649993,Jared Shojaian,0.329805153229102,male,Wolfe Research,"('NCLH', '2019 q1')",0.0
38506,RCL,2019 q1,2530,0.6444129817862649,Jared Shojaian,0.3992286821447738,male,Wolfe Research,"('RCL', '2019 q1')",0.0
38507,WYNN,2019 q1,2530,0.4653831848072327,Jared Shojaian,0.2675104492968311,male,Wolfe Research,"('WYNN', '2019 q1')",0.0
38508,HLT,2019 q1,2530,0.4610532248288057,David Katz,0.2827694335986225,male,Jefferies,"('HLT', '2019 q1')",0.0
38509,LVS,2019 q1,2530,0.4463312987462021,David Katz,0.137823422465497,male,Jefferies,"('LVS', '2019 q1')",0.0
38510,MAR,2019 q1,2530,0.580401748095537,David Katz,0.2815953454249157,male,Jefferies,"('MAR', '2019 q1')",0.0
38511,MGM,2019 q1,2530,0.4853236068487412,David Katz,0.2192189541091294,male,Jefferies,"('MGM', '2019 q1')",0.0
38512,WYNN,2019 q1,2530,0.4653831848072327,David Katz,0.1671839069758688,male,Jefferies,"('WYNN', '2019 q1')",0.0
38513,HLT,2019 q1,2530,0.4610532248288057,"Mr. Wes K. Golladay, CFA",0.1856840471777376,male,RBC Capital Markets,"('HLT', '2019 q1')",0.01666666753590107
38514,MAR,2019 q1,2530,0.580401748095537,"Mr. Wes K. Golladay, CFA",0.1714785504183381,male,RBC Capital Markets,"('MAR', '2019 q1')",0.0
38515,HLT,2019 q1,2530,0.4610532248288057,"Jeffrey J. Donnelly, CFA",0.20497586403097,male,"Wells Fargo Securities, LLC","('HLT', '2019 q1')",0.024222681298851967
38516,MAR,2019 q1,2530,0.580401748095537,"Jeffrey J. Donnelly, CFA",0.3063314567093252,male,"Wells Fargo Securities, LLC","('MAR', '2019 q1')",0.0
38517,HLT,2019 q1,2530,0.4610532248288057,"Mr. Kevin C. Kopelman, CFA",0.5535988394992003,male,Cowen and Company,"('HLT', '2019 q1')",0.0
38518,HLT,2019 q1,2530,0.4610532248288057,Thomas G. Allen,0.2632163693068614,male,Morgan Stanley,"('HLT', '2019 q1')",0.0
38519,HRB,2019 q1,2530,0.9847149443319032,Thomas G. Allen,0.9614655644304968,male,Morgan Stanley,"('HRB', '2019 q1')",0.023663129657506943
38520,LVS,2019 q1,2530,0.4463312987462021,Thomas G. Allen,0.186937367148436,male,Morgan Stanley,"('LVS', '2019 q1')",0.0
38521,MAR,2019 q1,2530,0.580401748095537,Thomas G. Allen,0.2606978909764288,male,Morgan Stanley,"('MAR', '2019 q1')",0.0
38522,NCLH,2019 q1,2530,0.5888562054649993,Thomas G. Allen,0.2800870865302414,male,Morgan Stanley,"('NCLH', '2019 q1')",0.0
38523,WYNN,2019 q1,2530,0.4653831848072327,Thomas G. Allen,0.1611636061818669,male,Morgan Stanley,"('WYNN', '2019 q1')",0.0
38524,HLT,2019 q1,2530,0.4610532248288057,"Mr. Rich A. Hightower, Jr",0.3170451202677227,male,EVERCORE ISI,"('HLT', '2019 q1')",0.0
38525,HLT,2019 q1,2530,0.4610532248288057,Mr. Anthony F. F. Powell,0.1940001612328745,male,Barclays,"('HLT', '2019 q1')",0.0
38526,MAR,2019 q1,2530,0.580401748095537,Mr. Anthony F. F. Powell,0.178689129465862,male,Barclays,"('MAR', '2019 q1')",0.0
38527,HLT,2019 q1,2530,0.4610532248288057,Mr. Carlo H. Santarelli,0.1586070819244071,male,Deutsche Bank,"('HLT', '2019 q1')",0.0
38528,MAR,2019 q1,2530,0.580401748095537,Mr. Carlo H. Santarelli,0.1752229867994157,male,Deutsche Bank,"('MAR', '2019 q1')",0.0
38529,MGM,2019 q1,2530,0.4853236068487412,Mr. Carlo H. Santarelli,0.1489128709153021,male,Deutsche Bank,"('MGM', '2019 q1')",0.0
38530,WYNN,2019 q1,2530,0.4653831848072327,Mr. Carlo H. Santarelli,0.1514416561643067,male,Deutsche Bank,"('WYNN', '2019 q1')",0.0
38531,HRB,2019 q1,2530,0.9847149443319032,Garrett Nelson,0.9780112364365348,male,CFRA Equity Research,"('HRB', '2019 q1')",0.0
38532,LVS,2019 q1,2530,0.4463312987462021,Mr. Cameron McKnight,0.1495870577807565,male,Credit Suisse,"('LVS', '2019 q1')",0.01737375557422638
38533,MGM,2019 q1,2530,0.4853236068487412,Mr. Cameron McKnight,0.3820470784777598,male,Credit Suisse,"('MGM', '2019 q1')",0.0
38534,LVS,2019 q1,2530,0.4463312987462021,Mr. David Bain,0.1654616322877596,male,"Roth Capital Partners, Inc.","('LVS', '2019 q1')",0.0
38535,MAR,2019 q1,2530,0.580401748095537,Stuart Gordon,0.5525218062446169,male,Berenberg,"('MAR', '2019 q1')",0.0
38536,MCD,2019 q1,2530,0.4881216113900946,Matt McGinley,0.6907844795305264,male,EVERCORE ISI,"('MCD', '2019 q1')",0.03333333507180214
38537,MGM,2019 q1,2530,0.4853236068487412,James F. Kayler,0.1812284310810878,male,BofA Global Research,"('MGM', '2019 q1')",0.0
38538,MGM,2019 q1,2530,0.4853236068487412,Mr. Joseph Greff,0.2347496348688116,male,JPMorgan,"('MGM', '2019 q1')",0.015348922461271286
38539,NCLH,2019 q1,2530,0.5888562054649993,"Mr. James L. Hardiman, CFA",0.3741945494344041,male,Wedbush Securities Inc.,"('NCLH', '2019 q1')",0.0
38540,NCLH,2019 q1,2530,0.5888562054649993,Chris J. Woronka,0.2535648497822033,male,Deutsche Bank,"('NCLH', '2019 q1')",0.0
38541,RCL,2019 q1,2530,0.6444129817862649,Chris J. Woronka,0.3802690674850502,male,Deutsche Bank,"('RCL', '2019 q1')",0.0
38542,NCLH,2019 q1,2530,0.5888562054649993,"Andrew G. Didora, CFA",0.6341590990962274,male,BofA Global Research,"('NCLH', '2019 q1')",0.0
38543,RCL,2019 q1,2530,0.6444129817862649,"Andrew G. Didora, CFA",0.6304337546076768,male,BofA Global Research,"('RCL', '2019 q1')",0.015211807563900948
38544,NCLH,2019 q1,2530,0.5888562054649993,"Ms. Jaime M. M. Katz, CFA",0.7284150398437103,female,"Morningstar, Inc.","('NCLH', '2019 q1')",0.0
38545,RCL,2019 q1,2530,0.6444129817862649,"Ms. Jaime M. M. Katz, CFA",0.7418608435362174,female,"Morningstar, Inc.","('RCL', '2019 q1')",0.0
38546,NCLH,2019 q1,2530,0.5888562054649993,"Daniel J. McKenzie, CFA",0.2343751806417512,male,The Buckingham Research Group,"('NCLH', '2019 q1')",0.0
38547,RCL,2019 q1,2530,0.6444129817862649,"Daniel J. McKenzie, CFA",0.3558887735733478,male,The Buckingham Research Group,"('RCL', '2019 q1')",0.0
38548,CCL,2019 q2,2530,0.0,"Timothy A. Conder, CPA",,male,"Wells Fargo Securities, LLC","('CCL', '2019 q2')",0.0
38549,CMG,2019 q2,2530,0.3927240045766459,Jeffrey A. A. Bernstein,0.0811473736913312,male,Barclays,"('CMG', '2019 q2')",0.0
38550,DPZ,2019 q2,2530,0.3213487096324167,Jeffrey A. A. Bernstein,0.0969355240626761,male,Barclays,"('DPZ', '2019 q2')",0.0
38551,DRI,2019 q2,2530,0.4402812260008867,Jeffrey A. A. Bernstein,0.3394674372579739,male,Barclays,"('DRI', '2019 q2')",0.0
38552,MCD,2019 q2,2530,0.4423272150329085,Jeffrey A. A. Bernstein,0.1907237317219136,male,Barclays,"('MCD', '2019 q2')",0.0
38553,SBUX,2019 q2,2530,0.387436331079522,Jeffrey A. A. Bernstein,0.1296960324986466,male,Barclays,"('SBUX', '2019 q2')",0.0
38554,YUM,2019 q2,2530,0.5365231159156333,Jeffrey A. A. Bernstein,0.4035004393157107,male,Barclays,"('YUM', '2019 q2')",0.0
38555,CMG,2019 q2,2530,0.3927240045766459,Mr. Stephen Anderson,0.0913859957642654,male,Maxim Group,"('CMG', '2019 q2')",0.0
38556,DPZ,2019 q2,2530,0.3213487096324167,Mr. Stephen Anderson,0.0992771466996189,male,Maxim Group,"('DPZ', '2019 q2')",0.0
38557,DRI,2019 q2,2530,0.4402812260008867,Mr. Stephen Anderson,0.1083912063669013,male,Maxim Group,"('DRI', '2019 q2')",0.0
38558,CMG,2019 q2,2530,0.3927240045766459,"Mr. Brian Bittner, CFA",0.1962493350255609,male,"Oppenheimer & Co., Inc.","('CMG', '2019 q2')",0.0
38559,DPZ,2019 q2,2530,0.3213487096324167,"Mr. Brian Bittner, CFA",0.0977043875261971,male,"Oppenheimer & Co., Inc.","('DPZ', '2019 q2')",0.0
38560,DRI,2019 q2,2530,0.4402812260008867,"Mr. Brian Bittner, CFA",0.1944224269072862,male,"Oppenheimer & Co., Inc.","('DRI', '2019 q2')",0.0
38561,SBUX,2019 q2,2530,0.387436331079522,"Mr. Brian Bittner, CFA",0.1657958178052898,male,"Oppenheimer & Co., Inc.","('SBUX', '2019 q2')",0.0
38562,YUM,2019 q2,2530,0.5365231159156333,"Mr. Brian Bittner, CFA",0.3608437042198634,male,"Oppenheimer & Co., Inc.","('YUM', '2019 q2')",0.0
38563,CMG,2019 q2,2530,0.3927240045766459,Nicole Miller Regan,0.0899153295635145,female,Piper Sandler Companies,"('CMG', '2019 q2')",0.007578148196140925
38564,DRI,2019 q2,2530,0.4402812260008867,Nicole Miller Regan,0.210876741754214,female,Piper Sandler Companies,"('DRI', '2019 q2')",0.0
38565,MCD,2019 q2,2530,0.4423272150329085,Nicole Miller Regan,0.2142292966131145,female,Piper Sandler Companies,"('MCD', '2019 q2')",0.0
38566,SBUX,2019 q2,2530,0.387436331079522,Nicole Miller Regan,0.1260709887986296,female,Piper Sandler Companies,"('SBUX', '2019 q2')",0.0
38567,CMG,2019 q2,2530,0.3927240045766459,Mr. Jake Bartlett,0.0429542684321329,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2019 q2')",0.0
38568,DRI,2019 q2,2530,0.4402812260008867,Mr. Jake Bartlett,0.1004897752637238,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2019 q2')",0.0
38569,MCD,2019 q2,2530,0.4423272150329085,Mr. Jake Bartlett,0.2981665050679496,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2019 q2')",0.0
38570,CMG,2019 q2,2530,0.3927240045766459,Mr. William E. Slabaugh,0.0553305164713828,male,Stephens Inc.,"('CMG', '2019 q2')",0.0
38571,DPZ,2019 q2,2530,0.3213487096324167,Mr. William E. Slabaugh,0.1370197007351862,male,Stephens Inc.,"('DPZ', '2019 q2')",0.0
38572,DRI,2019 q2,2530,0.4402812260008867,Mr. William E. Slabaugh,0.1867842580222224,male,Stephens Inc.,"('DRI', '2019 q2')",0.0
38573,MCD,2019 q2,2530,0.4423272150329085,Mr. William E. Slabaugh,0.1335424933716625,male,Stephens Inc.,"('MCD', '2019 q2')",0.0
38574,SBUX,2019 q2,2530,0.387436331079522,Mr. William E. Slabaugh,0.1435118702142286,male,Stephens Inc.,"('SBUX', '2019 q2')",0.0
38575,CMG,2019 q2,2530,0.3927240045766459,Mr. John S. Glass,0.221249807130076,male,Morgan Stanley,"('CMG', '2019 q2')",0.003491821698844433
38576,DPZ,2019 q2,2530,0.3213487096324167,Mr. John S. Glass,0.1125678732763546,male,Morgan Stanley,"('DPZ', '2019 q2')",0.0
38577,DRI,2019 q2,2530,0.4402812260008867,Mr. John S. Glass,0.1841816610884721,male,Morgan Stanley,"('DRI', '2019 q2')",0.0
38578,MCD,2019 q2,2530,0.4423272150329085,Mr. John S. Glass,0.5269808255011609,male,Morgan Stanley,"('MCD', '2019 q2')",0.0
38579,SBUX,2019 q2,2530,0.387436331079522,Mr. John S. Glass,0.1460910025420591,male,Morgan Stanley,"('SBUX', '2019 q2')",0.0
38580,YUM,2019 q2,2530,0.5365231159156333,Mr. John S. Glass,0.4867050499731841,male,Morgan Stanley,"('YUM', '2019 q2')",0.009397130459547043
38581,CMG,2019 q2,2530,0.3927240045766459,SADIF Research,0.9428576200511034,Not a person,Sadif Analytics Prime,"('CMG', '2019 q2')",0.9216746091842651
38582,LVS,2019 q2,2530,0.3960643614869399,SADIF Research,0.967880995461588,Not a person,Sadif Analytics Prime,"('LVS', '2019 q2')",0.9539505839347839
38583,NCLH,2019 q2,2530,0.6673465851046502,SADIF Research,0.9907109208818816,Not a person,Sadif Analytics Prime,"('NCLH', '2019 q2')",0.9628585577011108
38584,WYNN,2019 q2,2530,0.4172221008928465,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('WYNN', '2019 q2')",0.9733768105506897
38585,YUM,2019 q2,2530,0.5365231159156333,SADIF Research,0.974316610349006,Not a person,Sadif Analytics Prime,"('YUM', '2019 q2')",0.9315662980079651
38586,CMG,2019 q2,2530,0.3927240045766459,"Mr. R.J. J. Hottovy, Jr",0.3718117820754029,male,"Morningstar, Inc.","('CMG', '2019 q2')",0.0
38587,DPZ,2019 q2,2530,0.3213487096324167,"Mr. R.J. J. Hottovy, Jr",0.7248799054204343,male,"Morningstar, Inc.","('DPZ', '2019 q2')",0.03333333507180214
38588,DRI,2019 q2,2530,0.4402812260008867,"Mr. R.J. J. Hottovy, Jr",0.434191202939962,male,"Morningstar, Inc.","('DRI', '2019 q2')",0.01666666753590107
38589,MCD,2019 q2,2530,0.4423272150329085,"Mr. R.J. J. Hottovy, Jr",0.3964385933739565,male,"Morningstar, Inc.","('MCD', '2019 q2')",0.0
38590,SBUX,2019 q2,2530,0.387436331079522,"Mr. R.J. J. Hottovy, Jr",0.3413139725925289,male,"Morningstar, Inc.","('SBUX', '2019 q2')",0.0
38591,YUM,2019 q2,2530,0.5365231159156333,"Mr. R.J. J. Hottovy, Jr",0.3808056324366116,male,"Morningstar, Inc.","('YUM', '2019 q2')",0.0
38592,CMG,2019 q2,2530,0.3927240045766459,"Mr. Andrew M. Charles, CFA",0.3716921560061647,male,Cowen and Company,"('CMG', '2019 q2')",0.0
38593,DPZ,2019 q2,2530,0.3213487096324167,"Mr. Andrew M. Charles, CFA",0.0940304670313127,male,Cowen and Company,"('DPZ', '2019 q2')",0.0
38594,MCD,2019 q2,2530,0.4423272150329085,"Mr. Andrew M. Charles, CFA",0.4081584993810112,male,Cowen and Company,"('MCD', '2019 q2')",0.0
38595,SBUX,2019 q2,2530,0.387436331079522,"Mr. Andrew M. Charles, CFA",0.1576051847387778,male,Cowen and Company,"('SBUX', '2019 q2')",0.0
38596,YUM,2019 q2,2530,0.5365231159156333,"Mr. Andrew M. Charles, CFA",0.3249826696423482,male,Cowen and Company,"('YUM', '2019 q2')",0.0
38597,CMG,2019 q2,2530,0.3927240045766459,"Tuna N. Amobi, CFA",0.4319467704340786,male,CFRA Equity Research,"('CMG', '2019 q2')",0.0
38598,DPZ,2019 q2,2530,0.3213487096324167,"Tuna N. Amobi, CFA",0.4628255333900383,male,CFRA Equity Research,"('DPZ', '2019 q2')",0.0
38599,DRI,2019 q2,2530,0.4402812260008867,"Tuna N. Amobi, CFA",0.5598859484477617,male,CFRA Equity Research,"('DRI', '2019 q2')",0.0
38600,HLT,2019 q2,2530,0.4574234891028699,"Tuna N. Amobi, CFA",0.5855977445615753,male,CFRA Equity Research,"('HLT', '2019 q2')",0.0
38601,LVS,2019 q2,2530,0.3960643614869399,"Tuna N. Amobi, CFA",0.3747087718067706,male,CFRA Equity Research,"('LVS', '2019 q2')",0.0
38602,MAR,2019 q2,2530,0.4398488360182636,"Tuna N. Amobi, CFA",0.6078453914021522,male,CFRA Equity Research,"('MAR', '2019 q2')",0.0
38603,MCD,2019 q2,2530,0.4423272150329085,"Tuna N. Amobi, CFA",0.5779003442613478,male,CFRA Equity Research,"('MCD', '2019 q2')",0.0
38604,MGM,2019 q2,2530,0.4668614729257673,"Tuna N. Amobi, CFA",0.393181537143093,male,CFRA Equity Research,"('MGM', '2019 q2')",0.0
38605,RCL,2019 q2,2530,0.7291934810256798,"Tuna N. Amobi, CFA",0.7129737361785318,male,CFRA Equity Research,"('RCL', '2019 q2')",0.0
38606,SBUX,2019 q2,2530,0.387436331079522,"Tuna N. Amobi, CFA",0.5021323999331352,male,CFRA Equity Research,"('SBUX', '2019 q2')",0.0
38607,WYNN,2019 q2,2530,0.4172221008928465,"Tuna N. Amobi, CFA",0.3801768836559833,male,CFRA Equity Research,"('WYNN', '2019 q2')",0.0
38608,YUM,2019 q2,2530,0.5365231159156333,"Tuna N. Amobi, CFA",0.5300375061566382,male,CFRA Equity Research,"('YUM', '2019 q2')",0.0
38609,CMG,2019 q2,2530,0.3927240045766459,Gregory Francfort,0.4017938175350709,male,BofA Global Research,"('CMG', '2019 q2')",0.0
38610,DPZ,2019 q2,2530,0.3213487096324167,Gregory Francfort,0.277824427380866,male,BofA Global Research,"('DPZ', '2019 q2')",0.0
38611,DRI,2019 q2,2530,0.4402812260008867,Gregory Francfort,0.6877985893919457,male,BofA Global Research,"('DRI', '2019 q2')",0.03333333507180214
38612,MCD,2019 q2,2530,0.4423272150329085,Gregory Francfort,0.4590736132982391,male,BofA Global Research,"('MCD', '2019 q2')",0.006430795416235924
38613,SBUX,2019 q2,2530,0.387436331079522,Gregory Francfort,0.6786518831624674,male,BofA Global Research,"('SBUX', '2019 q2')",0.03333333507180214
38614,YUM,2019 q2,2530,0.5365231159156333,Gregory Francfort,0.2902572162611344,male,BofA Global Research,"('YUM', '2019 q2')",0.01024628710001707
38615,CMG,2019 q2,2530,0.3927240045766459,Mr. Nick Setyan,0.6236441557609375,male,Wedbush Securities Inc.,"('CMG', '2019 q2')",0.0
38616,DRI,2019 q2,2530,0.4402812260008867,Mr. Nick Setyan,0.6095229912124868,male,Wedbush Securities Inc.,"('DRI', '2019 q2')",0.0
38617,SBUX,2019 q2,2530,0.387436331079522,Mr. Nick Setyan,0.5327618378714384,male,Wedbush Securities Inc.,"('SBUX', '2019 q2')",0.0
38618,CMG,2019 q2,2530,0.3927240045766459,Mr. David S. Palmer,0.0936722598122192,male,EVERCORE ISI,"('CMG', '2019 q2')",0.0
38619,DRI,2019 q2,2530,0.4402812260008867,Mr. David S. Palmer,0.1385962976565514,male,EVERCORE ISI,"('DRI', '2019 q2')",0.0
38620,MCD,2019 q2,2530,0.4423272150329085,Mr. David S. Palmer,0.1733890416953793,male,EVERCORE ISI,"('MCD', '2019 q2')",0.0
38621,SBUX,2019 q2,2530,0.387436331079522,Mr. David S. Palmer,0.1417959270348652,male,EVERCORE ISI,"('SBUX', '2019 q2')",0.0
38622,YUM,2019 q2,2530,0.5365231159156333,Mr. David S. Palmer,0.2183820801826186,male,EVERCORE ISI,"('YUM', '2019 q2')",0.0
38623,CMG,2019 q2,2530,0.3927240045766459,Mr. Andy M. Barish,0.070610924018136,male,Jefferies,"('CMG', '2019 q2')",0.0
38624,MCD,2019 q2,2530,0.4423272150329085,Mr. Andy M. Barish,0.1476687422912887,male,Jefferies,"('MCD', '2019 q2')",0.0
38625,SBUX,2019 q2,2530,0.387436331079522,Mr. Andy M. Barish,0.1714076454864371,male,Jefferies,"('SBUX', '2019 q2')",0.0
38626,YUM,2019 q2,2530,0.5365231159156333,Mr. Andy M. Barish,0.1541131003938656,male,Jefferies,"('YUM', '2019 q2')",0.0
38627,CMG,2019 q2,2530,0.3927240045766459,Mr. Peter M. Saleh,0.1211651260154708,male,BTIG,"('CMG', '2019 q2')",0.0
38628,MCD,2019 q2,2530,0.4423272150329085,Mr. Peter M. Saleh,0.1214641028480849,male,BTIG,"('MCD', '2019 q2')",0.0
38629,SBUX,2019 q2,2530,0.387436331079522,Mr. Peter M. Saleh,0.2743549827847774,male,BTIG,"('SBUX', '2019 q2')",0.035235561430454254
38630,YUM,2019 q2,2530,0.5365231159156333,Mr. Peter M. Saleh,0.1362785911980958,male,BTIG,"('YUM', '2019 q2')",0.01153761800378561
38631,CMG,2019 q2,2530,0.3927240045766459,Ms. Lauren Silberman,0.0962385198939623,female,Credit Suisse,"('CMG', '2019 q2')",0.0
38632,SBUX,2019 q2,2530,0.387436331079522,Ms. Lauren Silberman,0.1061016908924954,female,Credit Suisse,"('SBUX', '2019 q2')",0.0
38633,CMG,2019 q2,2530,0.3927240045766459,Mr. Matthew J. DiFrisco,0.1229947415561257,male,Guggenheim Securities LLC,"('CMG', '2019 q2')",0.030889449641108513
38634,DPZ,2019 q2,2530,0.3213487096324167,Mr. Matthew J. DiFrisco,0.0672987064660858,male,Guggenheim Securities LLC,"('DPZ', '2019 q2')",0.02082616277039051
38635,DRI,2019 q2,2530,0.4402812260008867,Mr. Matthew J. DiFrisco,0.1006461001908443,male,Guggenheim Securities LLC,"('DRI', '2019 q2')",0.0
38636,SBUX,2019 q2,2530,0.387436331079522,Mr. Matthew J. DiFrisco,0.1349111489578365,male,Guggenheim Securities LLC,"('SBUX', '2019 q2')",0.0
38637,HLT,2019 q2,2530,0.4574234891028699,Stuart Gordon,0.4797664512842173,male,Berenberg,"('HLT', '2019 q2')",0.0
38638,NCLH,2019 q2,2530,0.6673465851046502,Stuart Gordon,0.574806511026829,male,Berenberg,"('NCLH', '2019 q2')",0.0
38639,RCL,2019 q2,2530,0.7291934810256798,Stuart Gordon,0.7736474485474715,male,Berenberg,"('RCL', '2019 q2')",0.0
38640,HLT,2019 q2,2530,0.4574234891028699,Mr. Dan Wasiolek,0.443109279532109,male,"Morningstar, Inc.","('HLT', '2019 q2')",0.0
38641,LVS,2019 q2,2530,0.3960643614869399,Mr. Dan Wasiolek,0.3044453968140206,male,"Morningstar, Inc.","('LVS', '2019 q2')",0.0
38642,MAR,2019 q2,2530,0.4398488360182636,Mr. Dan Wasiolek,0.4843467108768736,male,"Morningstar, Inc.","('MAR', '2019 q2')",0.0
38643,MGM,2019 q2,2530,0.4668614729257673,Mr. Dan Wasiolek,0.6913002749775529,male,"Morningstar, Inc.","('MGM', '2019 q2')",0.0
38644,WYNN,2019 q2,2530,0.4172221008928465,Mr. Dan Wasiolek,0.2928999606031682,male,"Morningstar, Inc.","('WYNN', '2019 q2')",0.006666667014360428
38645,HLT,2019 q2,2530,0.4574234891028699,David Katz,0.2298006855416237,male,Jefferies,"('HLT', '2019 q2')",0.0
38646,LVS,2019 q2,2530,0.3960643614869399,David Katz,0.1141888637779701,male,Jefferies,"('LVS', '2019 q2')",0.0
38647,MAR,2019 q2,2530,0.4398488360182636,David Katz,0.1937599233306762,male,Jefferies,"('MAR', '2019 q2')",0.0
38648,MGM,2019 q2,2530,0.4668614729257673,David Katz,0.2547337844749791,male,Jefferies,"('MGM', '2019 q2')",0.0
38649,WYNN,2019 q2,2530,0.4172221008928465,David Katz,0.1844152686455575,male,Jefferies,"('WYNN', '2019 q2')",0.007101522758603096
38650,HLT,2019 q2,2530,0.4574234891028699,"Mr. Kevin C. Kopelman, CFA",0.2592112137958237,male,Cowen and Company,"('HLT', '2019 q2')",0.0
38651,MAR,2019 q2,2530,0.4398488360182636,"Mr. Kevin C. Kopelman, CFA",0.5006870483471155,male,Cowen and Company,"('MAR', '2019 q2')",0.0
38652,HLT,2019 q2,2530,0.4574234891028699,Mr. Anthony F. F. Powell,0.1513910039351032,male,Barclays,"('HLT', '2019 q2')",0.0
38653,HLT,2019 q2,2530,0.4574234891028699,Mr. Carlo H. Santarelli,0.1264691377133727,male,Deutsche Bank,"('HLT', '2019 q2')",0.0
38654,LVS,2019 q2,2530,0.3960643614869399,Mr. Carlo H. Santarelli,0.0988616303893257,male,Deutsche Bank,"('LVS', '2019 q2')",0.0
38655,WYNN,2019 q2,2530,0.4172221008928465,Mr. Carlo H. Santarelli,0.1275513436220849,male,Deutsche Bank,"('WYNN', '2019 q2')",0.0
38656,HLT,2019 q2,2530,0.4574234891028699,Jared Shojaian,0.2562543367530219,male,Wolfe Research,"('HLT', '2019 q2')",0.0
38657,LVS,2019 q2,2530,0.3960643614869399,Jared Shojaian,0.1637468389022627,male,Wolfe Research,"('LVS', '2019 q2')",0.03193977102637291
38658,MAR,2019 q2,2530,0.4398488360182636,Jared Shojaian,0.2008518313325283,male,Wolfe Research,"('MAR', '2019 q2')",0.0
38659,NCLH,2019 q2,2530,0.6673465851046502,Jared Shojaian,0.3043224069818323,male,Wolfe Research,"('NCLH', '2019 q2')",0.018841227516531944
38660,RCL,2019 q2,2530,0.7291934810256798,Jared Shojaian,0.6630385539776942,male,Wolfe Research,"('RCL', '2019 q2')",0.0
38661,WYNN,2019 q2,2530,0.4172221008928465,Jared Shojaian,0.1295359988365945,male,Wolfe Research,"('WYNN', '2019 q2')",0.0
38662,HLT,2019 q2,2530,0.4574234891028699,"Mr. Wes K. Golladay, CFA",0.2857469117970893,male,RBC Capital Markets,"('HLT', '2019 q2')",0.029443182982504368
38663,MAR,2019 q2,2530,0.4398488360182636,"Mr. Wes K. Golladay, CFA",0.2858696429692664,male,RBC Capital Markets,"('MAR', '2019 q2')",0.0
38664,HLT,2019 q2,2530,0.4574234891028699,Shaun C. Kelley,0.2973355972330425,male,BofA Global Research,"('HLT', '2019 q2')",0.0
38665,LVS,2019 q2,2530,0.3960643614869399,Shaun C. Kelley,0.2434695857230597,male,BofA Global Research,"('LVS', '2019 q2')",0.0
38666,WYNN,2019 q2,2530,0.4172221008928465,Shaun C. Kelley,0.2003545742955975,male,BofA Global Research,"('WYNN', '2019 q2')",0.0054186428897082806
38667,HLT,2019 q2,2530,0.4574234891028699,Thomas G. Allen,0.2872634495639405,male,Morgan Stanley,"('HLT', '2019 q2')",0.0
38668,HRB,2019 q2,2530,0.721503095396262,Thomas G. Allen,0.6963139858926244,male,Morgan Stanley,"('HRB', '2019 q2')",0.05426554195582867
38669,LVS,2019 q2,2530,0.3960643614869399,Thomas G. Allen,0.176559012061392,male,Morgan Stanley,"('LVS', '2019 q2')",0.0
38670,MAR,2019 q2,2530,0.4398488360182636,Thomas G. Allen,0.2957135318186196,male,Morgan Stanley,"('MAR', '2019 q2')",0.0
38671,NCLH,2019 q2,2530,0.6673465851046502,Thomas G. Allen,0.331976848915982,male,Morgan Stanley,"('NCLH', '2019 q2')",0.0
38672,WYNN,2019 q2,2530,0.4172221008928465,Thomas G. Allen,0.117119421386597,male,Morgan Stanley,"('WYNN', '2019 q2')",0.0
38673,HLT,2019 q2,2530,0.4574234891028699,C. Patrick Scholes,0.3984953020211128,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2019 q2')",0.0
38674,MAR,2019 q2,2530,0.4398488360182636,C. Patrick Scholes,0.1329784500196737,male,SunTrust Robinson Humphrey Capital Markets,"('MAR', '2019 q2')",0.0
38675,NCLH,2019 q2,2530,0.6673465851046502,C. Patrick Scholes,0.2826042096580467,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2019 q2')",0.0
38676,HRB,2019 q2,2530,0.721503095396262,Mr. Jeffrey D. Goldstein,0.68429649992766,male,Morgan Stanley,"('HRB', '2019 q2')",0.0497107170522213
38677,HRB,2019 q2,2530,0.721503095396262,Mr. Alexander Paris,0.5771472842036819,male,Barrington Research Associates,"('HRB', '2019 q2')",0.03892121836543083
38678,HRB,2019 q2,2530,0.721503095396262,Mr. Mark Palmer,0.752832123581266,male,BTIG,"('HRB', '2019 q2')",0.0
38679,HRB,2019 q2,2530,0.721503095396262,Kartik Mehta,0.561610116812247,male,Northcoast Research,"('HRB', '2019 q2')",0.04420671984553337
38680,LVS,2019 q2,2530,0.3960643614869399,Research Department,0.2226183141159811,Not a person,Trefis,"('LVS', '2019 q2')",0.0
38681,LVS,2019 q2,2530,0.3960643614869399,Mr. Ben J. Combes,0.1955799760488465,male,Credit Suisse,"('LVS', '2019 q2')",0.0
38682,MGM,2019 q2,2530,0.4668614729257673,Mr. Ben J. Combes,0.4430856826523944,male,Credit Suisse,"('MGM', '2019 q2')",0.0
38683,LVS,2019 q2,2530,0.3960643614869399,Charlene Liu,0.0877985163008029,female,HSBC,"('LVS', '2019 q2')",0.0
38684,MAR,2019 q2,2530,0.4398488360182636,"Jeffrey J. Donnelly, CFA",0.1824607854109147,male,"Wells Fargo Securities, LLC","('MAR', '2019 q2')",0.021358437836170197
38685,MAR,2019 q2,2530,0.4398488360182636,"Mr. Rich A. Hightower, Jr",0.2472959975791963,male,EVERCORE ISI,"('MAR', '2019 q2')",0.0
38686,MGM,2019 q2,2530,0.4668614729257673,Mr. Joseph Greff,0.2613368153988735,male,JPMorgan,"('MGM', '2019 q2')",0.029717719182372093
38687,MGM,2019 q2,2530,0.4668614729257673,James F. Kayler,0.2298797686165789,male,BofA Global Research,"('MGM', '2019 q2')",0.0
38688,NCLH,2019 q2,2530,0.6673465851046502,"Andrew G. Didora, CFA",0.6110242307696027,male,BofA Global Research,"('NCLH', '2019 q2')",0.010197442956268787
38689,NCLH,2019 q2,2530,0.6673465851046502,"Daniel J. McKenzie, CFA",0.2869389762034546,male,The Buckingham Research Group,"('NCLH', '2019 q2')",0.023382510989904404
38690,RCL,2019 q2,2530,0.7291934810256798,"Daniel J. McKenzie, CFA",0.3365747324346046,male,The Buckingham Research Group,"('RCL', '2019 q2')",0.0
38691,NCLH,2019 q2,2530,0.6673465851046502,"Ms. Jaime M. M. Katz, CFA",0.6953601679499579,female,"Morningstar, Inc.","('NCLH', '2019 q2')",0.0
38692,RCL,2019 q2,2530,0.7291934810256798,"Ms. Jaime M. M. Katz, CFA",0.7352774357704717,female,"Morningstar, Inc.","('RCL', '2019 q2')",0.0
38693,NCLH,2019 q2,2530,0.6673465851046502,Chris J. Woronka,0.783380551504963,male,Deutsche Bank,"('NCLH', '2019 q2')",0.0
38694,RCL,2019 q2,2530,0.7291934810256798,Chris J. Woronka,0.8089352968345167,male,Deutsche Bank,"('RCL', '2019 q2')",0.0
38695,NCLH,2019 q2,2530,0.6673465851046502,"Mr. James L. Hardiman, CFA",0.3600411849868766,male,Wedbush Securities Inc.,"('NCLH', '2019 q2')",0.0
38696,RCL,2019 q2,2530,0.7291934810256798,"Mr. James L. Hardiman, CFA",0.445144657986023,male,Wedbush Securities Inc.,"('RCL', '2019 q2')",0.0
38697,RCL,2019 q2,2530,0.7291934810256798,"Ms. Sharon M. Zackfia, CFA",0.4350758263707823,female,William Blair & Company,"('RCL', '2019 q2')",0.0
38698,CCL,2019 q3,2530,0.0,"Timothy A. Conder, CPA",,male,"Wells Fargo Securities, LLC","('CCL', '2019 q3')",0.0022877834450740083
38699,CMG,2019 q3,2530,0.365473305702426,Mr. Jake Bartlett,0.0578216873647467,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2019 q3')",0.006978048011660576
38700,DRI,2019 q3,2530,0.3675445985016307,Mr. Jake Bartlett,0.0891670397611929,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2019 q3')",0.0
38701,MCD,2019 q3,2530,0.386948041867867,Mr. Jake Bartlett,0.269532804086,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2019 q3')",0.01105821505188942
38702,CMG,2019 q3,2530,0.365473305702426,Mr. William E. Slabaugh,0.0464472186035634,male,Stephens Inc.,"('CMG', '2019 q3')",0.012635519728064537
38703,DPZ,2019 q3,2530,0.2994944145409598,Mr. William E. Slabaugh,0.0877461411272953,male,Stephens Inc.,"('DPZ', '2019 q3')",0.0
38704,DRI,2019 q3,2530,0.3675445985016307,Mr. William E. Slabaugh,0.1267378488042691,male,Stephens Inc.,"('DRI', '2019 q3')",0.0
38705,MCD,2019 q3,2530,0.386948041867867,Mr. William E. Slabaugh,0.0768365885091407,male,Stephens Inc.,"('MCD', '2019 q3')",0.0063273548148572445
38706,SBUX,2019 q3,2530,0.3954505874361795,Mr. William E. Slabaugh,0.116425217713192,male,Stephens Inc.,"('SBUX', '2019 q3')",0.0
38707,CMG,2019 q3,2530,0.365473305702426,Gregory Francfort,0.4770915345597523,male,BofA Global Research,"('CMG', '2019 q3')",0.01372812781482935
38708,DPZ,2019 q3,2530,0.2994944145409598,Gregory Francfort,0.3074856426722387,male,BofA Global Research,"('DPZ', '2019 q3')",0.0
38709,MCD,2019 q3,2530,0.386948041867867,Gregory Francfort,0.393883267975088,male,BofA Global Research,"('MCD', '2019 q3')",0.0
38710,SBUX,2019 q3,2530,0.3954505874361795,Gregory Francfort,0.3918196576817249,male,BofA Global Research,"('SBUX', '2019 q3')",0.022222223381201427
38711,YUM,2019 q3,2530,0.3715092651856548,Gregory Francfort,0.2427915378793485,male,BofA Global Research,"('YUM', '2019 q3')",0.0072720156361659365
38712,CMG,2019 q3,2530,0.365473305702426,SADIF Research,0.941217945341178,Not a person,Sadif Analytics Prime,"('CMG', '2019 q3')",0.9215230643749237
38713,HLT,2019 q3,2530,0.4379615453362903,SADIF Research,0.971064319592372,Not a person,Sadif Analytics Prime,"('HLT', '2019 q3')",0.9495408535003662
38714,MAR,2019 q3,2530,0.61894493572149,SADIF Research,0.9705509971951408,Not a person,Sadif Analytics Prime,"('MAR', '2019 q3')",0.9738445281982422
38715,RCL,2019 q3,2530,0.671944852301001,SADIF Research,0.9883087328698612,Not a person,Sadif Analytics Prime,"('RCL', '2019 q3')",0.9599786400794983
38716,CMG,2019 q3,2530,0.365473305702426,Mr. Peter M. Saleh,0.0767209733736837,male,BTIG,"('CMG', '2019 q3')",0.01571657508611679
38717,DPZ,2019 q3,2530,0.2994944145409598,Mr. Peter M. Saleh,0.0590112987137961,male,BTIG,"('DPZ', '2019 q3')",0.026352877728641033
38718,DRI,2019 q3,2530,0.3675445985016307,Mr. Peter M. Saleh,0.0944681187322277,male,BTIG,"('DRI', '2019 q3')",0.016856791451573372
38719,MCD,2019 q3,2530,0.386948041867867,Mr. Peter M. Saleh,0.0983699292796777,male,BTIG,"('MCD', '2019 q3')",0.016914563719183207
38720,SBUX,2019 q3,2530,0.3954505874361795,Mr. Peter M. Saleh,0.0917838056993103,male,BTIG,"('SBUX', '2019 q3')",0.053403981029987335
38721,YUM,2019 q3,2530,0.3715092651856548,Mr. Peter M. Saleh,0.1147632752969417,male,BTIG,"('YUM', '2019 q3')",0.014900259673595428
38722,CMG,2019 q3,2530,0.365473305702426,Mr. John S. Glass,0.2061580348987214,male,Morgan Stanley,"('CMG', '2019 q3')",0.0
38723,DPZ,2019 q3,2530,0.2994944145409598,Mr. John S. Glass,0.1680599838562602,male,Morgan Stanley,"('DPZ', '2019 q3')",0.0
38724,DRI,2019 q3,2530,0.3675445985016307,Mr. John S. Glass,0.1412338350992575,male,Morgan Stanley,"('DRI', '2019 q3')",0.0
38725,MCD,2019 q3,2530,0.386948041867867,Mr. John S. Glass,0.2582668417179456,male,Morgan Stanley,"('MCD', '2019 q3')",0.0
38726,SBUX,2019 q3,2530,0.3954505874361795,Mr. John S. Glass,0.3374220456460605,male,Morgan Stanley,"('SBUX', '2019 q3')",0.01666666753590107
38727,YUM,2019 q3,2530,0.3715092651856548,Mr. John S. Glass,0.1165418672964775,male,Morgan Stanley,"('YUM', '2019 q3')",0.020851030945777893
38728,CMG,2019 q3,2530,0.365473305702426,Mr. David S. Palmer,0.0698640002419564,male,EVERCORE ISI,"('CMG', '2019 q3')",0.0
38729,DRI,2019 q3,2530,0.3675445985016307,Mr. David S. Palmer,0.1294537234067997,male,EVERCORE ISI,"('DRI', '2019 q3')",0.0
38730,MCD,2019 q3,2530,0.386948041867867,Mr. David S. Palmer,0.1158040070801107,male,EVERCORE ISI,"('MCD', '2019 q3')",0.0
38731,SBUX,2019 q3,2530,0.3954505874361795,Mr. David S. Palmer,0.1486294685053356,male,EVERCORE ISI,"('SBUX', '2019 q3')",0.0
38732,YUM,2019 q3,2530,0.3715092651856548,Mr. David S. Palmer,0.136716589127373,male,EVERCORE ISI,"('YUM', '2019 q3')",0.013533989898860455
38733,CMG,2019 q3,2530,0.365473305702426,Nicole Miller Regan,0.095722097187451,female,Piper Sandler Companies,"('CMG', '2019 q3')",0.0
38734,DRI,2019 q3,2530,0.3675445985016307,Nicole Miller Regan,0.1885231986020122,female,Piper Sandler Companies,"('DRI', '2019 q3')",0.0
38735,SBUX,2019 q3,2530,0.3954505874361795,Nicole Miller Regan,0.2101009767287739,female,Piper Sandler Companies,"('SBUX', '2019 q3')",0.0
38736,CMG,2019 q3,2530,0.365473305702426,Mr. Nick Setyan,0.2343985022165354,male,Wedbush Securities Inc.,"('CMG', '2019 q3')",0.0
38737,DRI,2019 q3,2530,0.3675445985016307,Mr. Nick Setyan,0.4875653843599077,male,Wedbush Securities Inc.,"('DRI', '2019 q3')",0.0
38738,SBUX,2019 q3,2530,0.3954505874361795,Mr. Nick Setyan,0.5207724870731169,male,Wedbush Securities Inc.,"('SBUX', '2019 q3')",0.0
38739,CMG,2019 q3,2530,0.365473305702426,"Tuna N. Amobi, CFA",0.4422480144300416,male,CFRA Equity Research,"('CMG', '2019 q3')",0.0
38740,DPZ,2019 q3,2530,0.2994944145409598,"Tuna N. Amobi, CFA",0.4511115629876165,male,CFRA Equity Research,"('DPZ', '2019 q3')",0.0
38741,DRI,2019 q3,2530,0.3675445985016307,"Tuna N. Amobi, CFA",0.522371817423795,male,CFRA Equity Research,"('DRI', '2019 q3')",0.0
38742,HLT,2019 q3,2530,0.4379615453362903,"Tuna N. Amobi, CFA",0.5752491560924922,male,CFRA Equity Research,"('HLT', '2019 q3')",0.0
38743,LVS,2019 q3,2530,0.2682738385138036,"Tuna N. Amobi, CFA",0.3584074357952267,male,CFRA Equity Research,"('LVS', '2019 q3')",0.0
38744,MAR,2019 q3,2530,0.61894493572149,"Tuna N. Amobi, CFA",0.5604160103704726,male,CFRA Equity Research,"('MAR', '2019 q3')",0.0
38745,MCD,2019 q3,2530,0.386948041867867,"Tuna N. Amobi, CFA",0.5456190067482621,male,CFRA Equity Research,"('MCD', '2019 q3')",0.0
38746,MGM,2019 q3,2530,0.3707238345252954,"Tuna N. Amobi, CFA",0.3291811853786788,male,CFRA Equity Research,"('MGM', '2019 q3')",0.0
38747,RCL,2019 q3,2530,0.671944852301001,"Tuna N. Amobi, CFA",0.653570950998823,male,CFRA Equity Research,"('RCL', '2019 q3')",0.0
38748,SBUX,2019 q3,2530,0.3954505874361795,"Tuna N. Amobi, CFA",0.5292204905689443,male,CFRA Equity Research,"('SBUX', '2019 q3')",0.0
38749,WYNN,2019 q3,2530,0.2349373019021819,"Tuna N. Amobi, CFA",0.3607400415273346,male,CFRA Equity Research,"('WYNN', '2019 q3')",0.0
38750,YUM,2019 q3,2530,0.3715092651856548,"Tuna N. Amobi, CFA",0.4608429009933801,male,CFRA Equity Research,"('YUM', '2019 q3')",0.0
38751,CMG,2019 q3,2530,0.365473305702426,"Mr. R.J. J. Hottovy, Jr",0.3283220112345584,male,"Morningstar, Inc.","('CMG', '2019 q3')",0.0
38752,DPZ,2019 q3,2530,0.2994944145409598,"Mr. R.J. J. Hottovy, Jr",0.3515648312208622,male,"Morningstar, Inc.","('DPZ', '2019 q3')",0.0
38753,DRI,2019 q3,2530,0.3675445985016307,"Mr. R.J. J. Hottovy, Jr",0.6368171569402133,male,"Morningstar, Inc.","('DRI', '2019 q3')",0.0
38754,MCD,2019 q3,2530,0.386948041867867,"Mr. R.J. J. Hottovy, Jr",0.384615200706392,male,"Morningstar, Inc.","('MCD', '2019 q3')",0.0
38755,SBUX,2019 q3,2530,0.3954505874361795,"Mr. R.J. J. Hottovy, Jr",0.4037358089748745,male,"Morningstar, Inc.","('SBUX', '2019 q3')",0.0
38756,YUM,2019 q3,2530,0.3715092651856548,"Mr. R.J. J. Hottovy, Jr",0.3868530740887639,male,"Morningstar, Inc.","('YUM', '2019 q3')",0.0
38757,CMG,2019 q3,2530,0.365473305702426,Mr. Stephen Anderson,0.0729278073474833,male,Maxim Group,"('CMG', '2019 q3')",0.0
38758,DPZ,2019 q3,2530,0.2994944145409598,Mr. Stephen Anderson,0.048922343463487,male,Maxim Group,"('DPZ', '2019 q3')",0.0
38759,DRI,2019 q3,2530,0.3675445985016307,Mr. Stephen Anderson,0.1042554006694497,male,Maxim Group,"('DRI', '2019 q3')",0.0
38760,CMG,2019 q3,2530,0.365473305702426,Ms. Lauren Silberman,0.4230861583200652,female,Credit Suisse,"('CMG', '2019 q3')",0.0
38761,DPZ,2019 q3,2530,0.2994944145409598,Ms. Lauren Silberman,0.4450512139288136,female,Credit Suisse,"('DPZ', '2019 q3')",0.0
38762,MCD,2019 q3,2530,0.386948041867867,Ms. Lauren Silberman,0.3880755061206678,female,Credit Suisse,"('MCD', '2019 q3')",0.0
38763,SBUX,2019 q3,2530,0.3954505874361795,Ms. Lauren Silberman,0.4203679499333392,female,Credit Suisse,"('SBUX', '2019 q3')",0.0
38764,YUM,2019 q3,2530,0.3715092651856548,Ms. Lauren Silberman,0.3257947805290134,female,Credit Suisse,"('YUM', '2019 q3')",0.0
38765,CMG,2019 q3,2530,0.365473305702426,Mr. Matthew J. DiFrisco,0.0947508724839841,male,Guggenheim Securities LLC,"('CMG', '2019 q3')",0.023583997040987015
38766,DPZ,2019 q3,2530,0.2994944145409598,Mr. Matthew J. DiFrisco,0.0572018504458666,male,Guggenheim Securities LLC,"('DPZ', '2019 q3')",0.00683143874630332
38767,DRI,2019 q3,2530,0.3675445985016307,Mr. Matthew J. DiFrisco,0.0864599432678015,male,Guggenheim Securities LLC,"('DRI', '2019 q3')",0.0
38768,CMG,2019 q3,2530,0.365473305702426,Mr. Andy M. Barish,0.060279657398502,male,Jefferies,"('CMG', '2019 q3')",0.009989490732550621
38769,MCD,2019 q3,2530,0.386948041867867,Mr. Andy M. Barish,0.0783174411502944,male,Jefferies,"('MCD', '2019 q3')",0.0
38770,SBUX,2019 q3,2530,0.3954505874361795,Mr. Andy M. Barish,0.0847731824337786,male,Jefferies,"('SBUX', '2019 q3')",0.0
38771,YUM,2019 q3,2530,0.3715092651856548,Mr. Andy M. Barish,0.1659294989767138,male,Jefferies,"('YUM', '2019 q3')",0.0
38772,CMG,2019 q3,2530,0.365473305702426,Jeffrey A. A. Bernstein,0.0479859504166855,male,Barclays,"('CMG', '2019 q3')",0.0
38773,DPZ,2019 q3,2530,0.2994944145409598,Jeffrey A. A. Bernstein,0.1474522434065269,male,Barclays,"('DPZ', '2019 q3')",0.0
38774,MCD,2019 q3,2530,0.386948041867867,Jeffrey A. A. Bernstein,0.0941211397971103,male,Barclays,"('MCD', '2019 q3')",0.0
38775,SBUX,2019 q3,2530,0.3954505874361795,Jeffrey A. A. Bernstein,0.1327942958521444,male,Barclays,"('SBUX', '2019 q3')",0.0
38776,YUM,2019 q3,2530,0.3715092651856548,Jeffrey A. A. Bernstein,0.3285330367227375,male,Barclays,"('YUM', '2019 q3')",0.0
38777,CMG,2019 q3,2530,0.365473305702426,"Mr. Andrew M. Charles, CFA",0.2579315414188716,male,Cowen and Company,"('CMG', '2019 q3')",0.0
38778,DPZ,2019 q3,2530,0.2994944145409598,"Mr. Andrew M. Charles, CFA",0.0952750943839916,male,Cowen and Company,"('DPZ', '2019 q3')",0.0
38779,MCD,2019 q3,2530,0.386948041867867,"Mr. Andrew M. Charles, CFA",0.3828337861302303,male,Cowen and Company,"('MCD', '2019 q3')",0.0
38780,SBUX,2019 q3,2530,0.3954505874361795,"Mr. Andrew M. Charles, CFA",0.1895706798550646,male,Cowen and Company,"('SBUX', '2019 q3')",0.0
38781,YUM,2019 q3,2530,0.3715092651856548,"Mr. Andrew M. Charles, CFA",0.1505324544245481,male,Cowen and Company,"('YUM', '2019 q3')",0.0
38782,CMG,2019 q3,2530,0.365473305702426,"Mr. Brian Bittner, CFA",0.1442178706731268,male,"Oppenheimer & Co., Inc.","('CMG', '2019 q3')",0.0
38783,DRI,2019 q3,2530,0.3675445985016307,"Mr. Brian Bittner, CFA",0.1936398403492779,male,"Oppenheimer & Co., Inc.","('DRI', '2019 q3')",0.0
38784,MCD,2019 q3,2530,0.386948041867867,"Mr. Brian Bittner, CFA",0.2019889848019553,male,"Oppenheimer & Co., Inc.","('MCD', '2019 q3')",0.0
38785,SBUX,2019 q3,2530,0.3954505874361795,"Mr. Brian Bittner, CFA",0.1354550705718659,male,"Oppenheimer & Co., Inc.","('SBUX', '2019 q3')",0.008896185085177422
38786,YUM,2019 q3,2530,0.3715092651856548,"Mr. Brian Bittner, CFA",0.277426258197693,male,"Oppenheimer & Co., Inc.","('YUM', '2019 q3')",0.0
38787,DPZ,2019 q3,2530,0.2994944145409598,"Mr. Brian H. Mullan, CFA",0.117239956883067,male,Deutsche Bank,"('DPZ', '2019 q3')",0.0
38788,DPZ,2019 q3,2530,0.2994944145409598,Mr. Brett Levy,0.1633391703261889,male,MKM Partners,"('DPZ', '2019 q3')",0.02743523009121418
38789,DRI,2019 q3,2530,0.3675445985016307,Mr. Brett Levy,0.3292461706483846,male,MKM Partners,"('DRI', '2019 q3')",0.044520068913698196
38790,MCD,2019 q3,2530,0.386948041867867,Mr. Brett Levy,0.2610354659897154,male,MKM Partners,"('MCD', '2019 q3')",0.015849340707063675
38791,YUM,2019 q3,2530,0.3715092651856548,Mr. Brett Levy,0.2852439379039442,male,MKM Partners,"('YUM', '2019 q3')",0.013021574355661869
38792,HLT,2019 q3,2530,0.4379615453362903,"Jeffrey J. Donnelly, CFA",0.1455579607082857,male,"Wells Fargo Securities, LLC","('HLT', '2019 q3')",0.015179981477558613
38793,HLT,2019 q3,2530,0.4379615453362903,"Mr. Wes K. Golladay, CFA",0.1813230376081099,male,RBC Capital Markets,"('HLT', '2019 q3')",0.012753698974847794
38794,MAR,2019 q3,2530,0.61894493572149,"Mr. Wes K. Golladay, CFA",0.2293697878791206,male,RBC Capital Markets,"('MAR', '2019 q3')",0.0
38795,HLT,2019 q3,2530,0.4379615453362903,Mr. Dan Wasiolek,0.375372603010781,male,"Morningstar, Inc.","('HLT', '2019 q3')",0.01666666753590107
38796,LVS,2019 q3,2530,0.2682738385138036,Mr. Dan Wasiolek,0.2438076692117108,male,"Morningstar, Inc.","('LVS', '2019 q3')",0.0
38797,MAR,2019 q3,2530,0.61894493572149,Mr. Dan Wasiolek,0.4681142836489472,male,"Morningstar, Inc.","('MAR', '2019 q3')",0.0
38798,MGM,2019 q3,2530,0.3707238345252954,Mr. Dan Wasiolek,0.3190680028725378,male,"Morningstar, Inc.","('MGM', '2019 q3')",0.0
38799,WYNN,2019 q3,2530,0.2349373019021819,Mr. Dan Wasiolek,0.2877172070139323,male,"Morningstar, Inc.","('WYNN', '2019 q3')",0.004410909488797188
38800,HLT,2019 q3,2530,0.4379615453362903,Jared Shojaian,0.1543878581037634,male,Wolfe Research,"('HLT', '2019 q3')",0.0
38801,LVS,2019 q3,2530,0.2682738385138036,Jared Shojaian,0.1623538260104406,male,Wolfe Research,"('LVS', '2019 q3')",0.027530035004019737
38802,MAR,2019 q3,2530,0.61894493572149,Jared Shojaian,0.3062996827498596,male,Wolfe Research,"('MAR', '2019 q3')",0.0
38803,MGM,2019 q3,2530,0.3707238345252954,Jared Shojaian,0.1826421209780735,male,Wolfe Research,"('MGM', '2019 q3')",0.03065662458539009
38804,NCLH,2019 q3,2530,0.6087892549659288,Jared Shojaian,0.2651901409204102,male,Wolfe Research,"('NCLH', '2019 q3')",0.036001089960336685
38805,RCL,2019 q3,2530,0.671944852301001,Jared Shojaian,0.4754484010655423,male,Wolfe Research,"('RCL', '2019 q3')",0.011816378682851791
38806,WYNN,2019 q3,2530,0.2349373019021819,Jared Shojaian,0.1061795301174709,male,Wolfe Research,"('WYNN', '2019 q3')",0.0
38807,HLT,2019 q3,2530,0.4379615453362903,C. Patrick Scholes,0.1996574127953425,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2019 q3')",0.0
38808,MAR,2019 q3,2530,0.61894493572149,C. Patrick Scholes,0.2666525529508118,male,SunTrust Robinson Humphrey Capital Markets,"('MAR', '2019 q3')",0.0
38809,NCLH,2019 q3,2530,0.6087892549659288,C. Patrick Scholes,0.2312177693957155,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2019 q3')",0.0
38810,HLT,2019 q3,2530,0.4379615453362903,Mr. Anthony F. F. Powell,0.0943237371528671,male,Barclays,"('HLT', '2019 q3')",0.0
38811,HLT,2019 q3,2530,0.4379615453362903,David Katz,0.2738476325862147,male,Jefferies,"('HLT', '2019 q3')",0.0
38812,LVS,2019 q3,2530,0.2682738385138036,David Katz,0.172816331939044,male,Jefferies,"('LVS', '2019 q3')",0.0
38813,MGM,2019 q3,2530,0.3707238345252954,David Katz,0.3764022765396494,male,Jefferies,"('MGM', '2019 q3')",0.0
38814,WYNN,2019 q3,2530,0.2349373019021819,David Katz,0.0865719647881649,male,Jefferies,"('WYNN', '2019 q3')",0.0
38815,HLT,2019 q3,2530,0.4379615453362903,Thomas G. Allen,0.3123813800883809,male,Morgan Stanley,"('HLT', '2019 q3')",0.0
38816,LVS,2019 q3,2530,0.2682738385138036,Thomas G. Allen,0.1391912691703986,male,Morgan Stanley,"('LVS', '2019 q3')",0.0
38817,MGM,2019 q3,2530,0.3707238345252954,Thomas G. Allen,0.1267822834054323,male,Morgan Stanley,"('MGM', '2019 q3')",0.0
38818,NCLH,2019 q3,2530,0.6087892549659288,Thomas G. Allen,0.3040891152062026,male,Morgan Stanley,"('NCLH', '2019 q3')",0.0
38819,WYNN,2019 q3,2530,0.2349373019021819,Thomas G. Allen,0.0897873319131539,male,Morgan Stanley,"('WYNN', '2019 q3')",0.0
38820,HLT,2019 q3,2530,0.4379615453362903,Stuart Gordon,0.2728994164337684,male,Berenberg,"('HLT', '2019 q3')",0.0
38821,HLT,2019 q3,2530,0.4379615453362903,"Mr. Kevin C. Kopelman, CFA",0.1799662771767099,male,Cowen and Company,"('HLT', '2019 q3')",0.0
38822,HLT,2019 q3,2530,0.4379615453362903,Mr. Carlo H. Santarelli,0.1091469203033237,male,Deutsche Bank,"('HLT', '2019 q3')",0.0
38823,LVS,2019 q3,2530,0.2682738385138036,Mr. Carlo H. Santarelli,0.0744782794528273,male,Deutsche Bank,"('LVS', '2019 q3')",0.006228497251868248
38824,MAR,2019 q3,2530,0.61894493572149,Mr. Carlo H. Santarelli,0.5470656887895048,male,Deutsche Bank,"('MAR', '2019 q3')",0.0
38825,MGM,2019 q3,2530,0.3707238345252954,Mr. Carlo H. Santarelli,0.0785549184307695,male,Deutsche Bank,"('MGM', '2019 q3')",0.0
38826,WYNN,2019 q3,2530,0.2349373019021819,Mr. Carlo H. Santarelli,0.0832617634302697,male,Deutsche Bank,"('WYNN', '2019 q3')",0.0
38827,HLT,2019 q3,2530,0.4379615453362903,Shaun C. Kelley,0.2119219582027904,male,BofA Global Research,"('HLT', '2019 q3')",0.0
38828,MGM,2019 q3,2530,0.3707238345252954,Shaun C. Kelley,0.3580311319367678,male,BofA Global Research,"('MGM', '2019 q3')",0.006156349088996649
38829,WYNN,2019 q3,2530,0.2349373019021819,Shaun C. Kelley,0.196462448434008,male,BofA Global Research,"('WYNN', '2019 q3')",0.0
38830,HRB,2019 q3,2530,0.5330889640667167,Mr. Jeffrey D. Goldstein,0.6815673808401099,male,Morgan Stanley,"('HRB', '2019 q3')",0.025164643302559853
38831,HRB,2019 q3,2530,0.5330889640667167,Mr. Scott Schneeberger,0.3647892757127436,male,"Oppenheimer & Co., Inc.","('HRB', '2019 q3')",0.04973728582262993
38832,HRB,2019 q3,2530,0.5330889640667167,Kartik Mehta,0.4599437662369518,male,Northcoast Research,"('HRB', '2019 q3')",0.20891059190034866
38833,LVS,2019 q3,2530,0.2682738385138036,Research Department,0.2161226376745309,Not a person,Trefis,"('LVS', '2019 q3')",0.0
38834,LVS,2019 q3,2530,0.2682738385138036,Research Department,0.2161226376745309,Not a person,Guotai JunAn (HK) Retail Rsch,"('LVS', '2019 q3')",0.0
38835,MGM,2019 q3,2530,0.3707238345252954,Research Department,0.317055677070878,Not a person,Trefis,"('MGM', '2019 q3')",0.0
38836,MGM,2019 q3,2530,0.3707238345252954,Research Department,0.317055677070878,Not a person,Guotai JunAn (HK) Retail Rsch,"('MGM', '2019 q3')",0.0
38837,LVS,2019 q3,2530,0.2682738385138036,Mr. Ben J. Combes,0.1677740842612277,male,Credit Suisse,"('LVS', '2019 q3')",0.0
38838,MAR,2019 q3,2530,0.61894493572149,Dori Prowda,0.3104371931358514,female,"Wells Fargo Securities, LLC","('MAR', '2019 q3')",0.02212510071694851
38839,MAR,2019 q3,2530,0.61894493572149,"Mr. Rich A. Hightower, Jr",0.6840500155782182,male,EVERCORE ISI,"('MAR', '2019 q3')",0.03333333507180214
38840,MGM,2019 q3,2530,0.3707238345252954,Mr. Luis Ricardo Chinchilla,0.1069353579806254,male,Deutsche Bank,"('MGM', '2019 q3')",0.0
38841,MGM,2019 q3,2530,0.3707238345252954,Joseph Stauff,0.4547685072591243,male,Susquehanna Financial Group LLLP,"('MGM', '2019 q3')",0.0
38842,MGM,2019 q3,2530,0.3707238345252954,James F. Kayler,0.1324278977107123,male,BofA Global Research,"('MGM', '2019 q3')",0.0
38843,NCLH,2019 q3,2530,0.6087892549659288,"Mr. James L. Hardiman, CFA",0.4741610562058524,male,Wedbush Securities Inc.,"('NCLH', '2019 q3')",0.0
38844,RCL,2019 q3,2530,0.671944852301001,"Mr. James L. Hardiman, CFA",0.4598583015804655,male,Wedbush Securities Inc.,"('RCL', '2019 q3')",0.0
38845,NCLH,2019 q3,2530,0.6087892549659288,"Daniel J. McKenzie, CFA",0.2954953145937487,male,The Buckingham Research Group,"('NCLH', '2019 q3')",0.0067826383747160435
38846,NCLH,2019 q3,2530,0.6087892549659288,"Ms. Jaime M. M. Katz, CFA",0.6826076280822001,female,"Morningstar, Inc.","('NCLH', '2019 q3')",0.0
38847,RCL,2019 q3,2530,0.671944852301001,"Ms. Jaime M. M. Katz, CFA",0.7276385298726858,female,"Morningstar, Inc.","('RCL', '2019 q3')",0.00632822560146451
38848,NCLH,2019 q3,2530,0.6087892549659288,Chris J. Woronka,0.8076451895303537,male,Deutsche Bank,"('NCLH', '2019 q3')",0.005336058636506398
38849,RCL,2019 q3,2530,0.671944852301001,Chris J. Woronka,0.2871313306042835,male,Deutsche Bank,"('RCL', '2019 q3')",0.0
38850,NCLH,2019 q3,2530,0.6087892549659288,Felicia R. R. Hendrix,0.8082984216791304,female,Barclays,"('NCLH', '2019 q3')",0.0
38851,RCL,2019 q3,2530,0.671944852301001,Felicia R. R. Hendrix,0.3565837778739303,female,Barclays,"('RCL', '2019 q3')",0.0
38852,WYNN,2019 q3,2530,0.2349373019021819,Felicia R. R. Hendrix,0.1170774023669273,female,Barclays,"('WYNN', '2019 q3')",0.0
38853,RCL,2019 q3,2530,0.671944852301001,"Ms. Sharon M. Zackfia, CFA",0.4347629970652175,female,William Blair & Company,"('RCL', '2019 q3')",0.0
38854,SBUX,2019 q3,2530,0.3954505874361795,"Ms. Sharon M. Zackfia, CFA",0.1393372703572759,female,William Blair & Company,"('SBUX', '2019 q3')",0.0
38855,RCL,2019 q3,2530,0.671944852301001,"Andrew G. Didora, CFA",0.455578987041303,male,BofA Global Research,"('RCL', '2019 q3')",0.011672955006361008
38856,CCL,2019 q4,2530,0.0,"Timothy A. Conder, CPA",,male,"Wells Fargo Securities, LLC","('CCL', '2019 q4')",0.0009213319048285484
38857,CMG,2019 q4,2530,0.325842143714283,Mr. Jake Bartlett,0.0626000714423848,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2019 q4')",0.0
38858,DRI,2019 q4,2530,0.4381318942089096,Mr. Jake Bartlett,0.0757958668158106,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2019 q4')",0.0
38859,MCD,2019 q4,2530,0.3661760995614692,Mr. Jake Bartlett,0.0592033779180493,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2019 q4')",0.0
38860,CMG,2019 q4,2530,0.325842143714283,Jeffrey A. A. Bernstein,0.0746983158312885,male,Barclays,"('CMG', '2019 q4')",0.0
38861,DPZ,2019 q4,2530,0.2605640861656367,Jeffrey A. A. Bernstein,0.2516047592660478,male,Barclays,"('DPZ', '2019 q4')",0.0
38862,MCD,2019 q4,2530,0.3661760995614692,Jeffrey A. A. Bernstein,0.3628206574320819,male,Barclays,"('MCD', '2019 q4')",0.0
38863,YUM,2019 q4,2530,0.5134116717187165,Jeffrey A. A. Bernstein,0.5730251376858099,male,Barclays,"('YUM', '2019 q4')",0.0
38864,CMG,2019 q4,2530,0.325842143714283,"Mr. Brian Bittner, CFA",0.1774529332358385,male,"Oppenheimer & Co., Inc.","('CMG', '2019 q4')",0.0
38865,DPZ,2019 q4,2530,0.2605640861656367,"Mr. Brian Bittner, CFA",0.0870561073024077,male,"Oppenheimer & Co., Inc.","('DPZ', '2019 q4')",0.017757579684257507
38866,DRI,2019 q4,2530,0.4381318942089096,"Mr. Brian Bittner, CFA",0.2473485807496031,male,"Oppenheimer & Co., Inc.","('DRI', '2019 q4')",0.0
38867,MCD,2019 q4,2530,0.3661760995614692,"Mr. Brian Bittner, CFA",0.2099225826264734,male,"Oppenheimer & Co., Inc.","('MCD', '2019 q4')",0.0
38868,SBUX,2019 q4,2530,0.456748556093849,"Mr. Brian Bittner, CFA",0.3229459942279452,male,"Oppenheimer & Co., Inc.","('SBUX', '2019 q4')",0.0
38869,CMG,2019 q4,2530,0.325842143714283,Mr. Stephen Anderson,0.0632006990327346,male,Maxim Group,"('CMG', '2019 q4')",0.0
38870,DPZ,2019 q4,2530,0.2605640861656367,Mr. Stephen Anderson,0.0518241984941064,male,Maxim Group,"('DPZ', '2019 q4')",0.0
38871,DRI,2019 q4,2530,0.4381318942089096,Mr. Stephen Anderson,0.0925905985440332,male,Maxim Group,"('DRI', '2019 q4')",0.0
38872,CMG,2019 q4,2530,0.325842143714283,Mr. Peter M. Saleh,0.7065628384545298,male,BTIG,"('CMG', '2019 q4')",0.03333333507180214
38873,DPZ,2019 q4,2530,0.2605640861656367,Mr. Peter M. Saleh,0.0886672435918949,male,BTIG,"('DPZ', '2019 q4')",0.018390388538440067
38874,DRI,2019 q4,2530,0.4381318942089096,Mr. Peter M. Saleh,0.0862839220733543,male,BTIG,"('DRI', '2019 q4')",0.01750386692583561
38875,SBUX,2019 q4,2530,0.456748556093849,Mr. Peter M. Saleh,0.1270032247250543,male,BTIG,"('SBUX', '2019 q4')",0.03609083220362663
38876,YUM,2019 q4,2530,0.5134116717187165,Mr. Peter M. Saleh,0.1584481319608827,male,BTIG,"('YUM', '2019 q4')",0.0
38877,CMG,2019 q4,2530,0.325842143714283,Mr. Nick Setyan,0.4660152248180272,male,Wedbush Securities Inc.,"('CMG', '2019 q4')",0.0
38878,DPZ,2019 q4,2530,0.2605640861656367,Mr. Nick Setyan,0.1643098099052613,male,Wedbush Securities Inc.,"('DPZ', '2019 q4')",0.003362759637335936
38879,DRI,2019 q4,2530,0.4381318942089096,Mr. Nick Setyan,0.561845997758408,male,Wedbush Securities Inc.,"('DRI', '2019 q4')",0.0
38880,SBUX,2019 q4,2530,0.456748556093849,Mr. Nick Setyan,0.5323426937906025,male,Wedbush Securities Inc.,"('SBUX', '2019 q4')",0.0
38881,CMG,2019 q4,2530,0.325842143714283,Mr. Christopher E. Carril,0.1004885224025004,male,RBC Capital Markets,"('CMG', '2019 q4')",0.0
38882,DPZ,2019 q4,2530,0.2605640861656367,Mr. Christopher E. Carril,0.0662500304942704,male,RBC Capital Markets,"('DPZ', '2019 q4')",0.0
38883,DRI,2019 q4,2530,0.4381318942089096,Mr. Christopher E. Carril,0.1065135846281523,male,RBC Capital Markets,"('DRI', '2019 q4')",0.0
38884,MCD,2019 q4,2530,0.3661760995614692,Mr. Christopher E. Carril,0.1923606518759072,male,RBC Capital Markets,"('MCD', '2019 q4')",0.0
38885,SBUX,2019 q4,2530,0.456748556093849,Mr. Christopher E. Carril,0.1271328138522718,male,RBC Capital Markets,"('SBUX', '2019 q4')",0.0
38886,YUM,2019 q4,2530,0.5134116717187165,Mr. Christopher E. Carril,0.1455980501206309,male,RBC Capital Markets,"('YUM', '2019 q4')",0.0
38887,CMG,2019 q4,2530,0.325842143714283,"Mr. Andrew M. Charles, CFA",0.0989215392218509,male,Cowen and Company,"('CMG', '2019 q4')",0.0
38888,DPZ,2019 q4,2530,0.2605640861656367,"Mr. Andrew M. Charles, CFA",0.1565206836733566,male,Cowen and Company,"('DPZ', '2019 q4')",0.0
38889,MCD,2019 q4,2530,0.3661760995614692,"Mr. Andrew M. Charles, CFA",0.2118120293081284,male,Cowen and Company,"('MCD', '2019 q4')",0.0
38890,SBUX,2019 q4,2530,0.456748556093849,"Mr. Andrew M. Charles, CFA",0.5991838158294149,male,Cowen and Company,"('SBUX', '2019 q4')",0.0
38891,YUM,2019 q4,2530,0.5134116717187165,"Mr. Andrew M. Charles, CFA",0.2049919121747925,male,Cowen and Company,"('YUM', '2019 q4')",0.0
38892,CMG,2019 q4,2530,0.325842143714283,"Mr. R.J. J. Hottovy, Jr",0.3524350406618983,male,"Morningstar, Inc.","('CMG', '2019 q4')",0.0
38893,DPZ,2019 q4,2530,0.2605640861656367,"Mr. R.J. J. Hottovy, Jr",0.3583613463589806,male,"Morningstar, Inc.","('DPZ', '2019 q4')",0.0
38894,DRI,2019 q4,2530,0.4381318942089096,"Mr. R.J. J. Hottovy, Jr",0.6209884596699718,male,"Morningstar, Inc.","('DRI', '2019 q4')",0.0
38895,MCD,2019 q4,2530,0.3661760995614692,"Mr. R.J. J. Hottovy, Jr",0.3429293409377637,male,"Morningstar, Inc.","('MCD', '2019 q4')",0.0
38896,SBUX,2019 q4,2530,0.456748556093849,"Mr. R.J. J. Hottovy, Jr",0.3736648718166492,male,"Morningstar, Inc.","('SBUX', '2019 q4')",0.0
38897,YUM,2019 q4,2530,0.5134116717187165,"Mr. R.J. J. Hottovy, Jr",0.3661197003993173,male,"Morningstar, Inc.","('YUM', '2019 q4')",0.0
38898,CMG,2019 q4,2530,0.325842143714283,Mr. David S. Palmer,0.1461421448147245,male,EVERCORE ISI,"('CMG', '2019 q4')",0.0
38899,DRI,2019 q4,2530,0.4381318942089096,Mr. David S. Palmer,0.1298235273620467,male,EVERCORE ISI,"('DRI', '2019 q4')",0.0
38900,MCD,2019 q4,2530,0.3661760995614692,Mr. David S. Palmer,0.1398498565089903,male,EVERCORE ISI,"('MCD', '2019 q4')",0.005117869004607201
38901,SBUX,2019 q4,2530,0.456748556093849,Mr. David S. Palmer,0.1789055864556051,male,EVERCORE ISI,"('SBUX', '2019 q4')",0.0
38902,YUM,2019 q4,2530,0.5134116717187165,Mr. David S. Palmer,0.6900367282771501,male,EVERCORE ISI,"('YUM', '2019 q4')",0.03333333507180214
38903,CMG,2019 q4,2530,0.325842143714283,Gregory Francfort,0.2176818321494646,male,BofA Global Research,"('CMG', '2019 q4')",0.0
38904,DPZ,2019 q4,2530,0.2605640861656367,Gregory Francfort,0.2362201506502416,male,BofA Global Research,"('DPZ', '2019 q4')",0.0
38905,SBUX,2019 q4,2530,0.456748556093849,Gregory Francfort,0.3363008203362794,male,BofA Global Research,"('SBUX', '2019 q4')",0.0
38906,YUM,2019 q4,2530,0.5134116717187165,Gregory Francfort,0.2594342941017366,male,BofA Global Research,"('YUM', '2019 q4')",0.0
38907,CMG,2019 q4,2530,0.325842143714283,Nicole Miller Regan,0.0660850123060358,female,Piper Sandler Companies,"('CMG', '2019 q4')",0.0
38908,MCD,2019 q4,2530,0.3661760995614692,Nicole Miller Regan,0.2268912681458454,female,Piper Sandler Companies,"('MCD', '2019 q4')",0.0
38909,CMG,2019 q4,2530,0.325842143714283,"Tuna N. Amobi, CFA",0.4488685647447332,male,CFRA Equity Research,"('CMG', '2019 q4')",0.0
38910,DPZ,2019 q4,2530,0.2605640861656367,"Tuna N. Amobi, CFA",0.4588784743676021,male,CFRA Equity Research,"('DPZ', '2019 q4')",0.0
38911,DRI,2019 q4,2530,0.4381318942089096,"Tuna N. Amobi, CFA",0.5401069849559803,male,CFRA Equity Research,"('DRI', '2019 q4')",0.0
38912,HLT,2019 q4,2530,0.4044596377477355,"Tuna N. Amobi, CFA",0.5549342394031481,male,CFRA Equity Research,"('HLT', '2019 q4')",0.0
38913,LVS,2019 q4,2530,0.2621631738956506,"Tuna N. Amobi, CFA",0.3538664562996829,male,CFRA Equity Research,"('LVS', '2019 q4')",0.0
38914,MAR,2019 q4,2530,0.5803641619542479,"Tuna N. Amobi, CFA",0.5554840193838985,male,CFRA Equity Research,"('MAR', '2019 q4')",0.0
38915,MCD,2019 q4,2530,0.3661760995614692,"Tuna N. Amobi, CFA",0.5565962583918675,male,CFRA Equity Research,"('MCD', '2019 q4')",0.0
38916,MGM,2019 q4,2530,0.4684922968494935,"Tuna N. Amobi, CFA",0.3595625774199885,male,CFRA Equity Research,"('MGM', '2019 q4')",0.0
38917,NCLH,2019 q4,2530,0.6306445592341149,"Tuna N. Amobi, CFA",0.7244603930842409,male,CFRA Equity Research,"('NCLH', '2019 q4')",0.0
38918,RCL,2019 q4,2530,0.5243887609170583,"Tuna N. Amobi, CFA",0.6275936153460548,male,CFRA Equity Research,"('RCL', '2019 q4')",0.0
38919,SBUX,2019 q4,2530,0.456748556093849,"Tuna N. Amobi, CFA",0.4979960126750101,male,CFRA Equity Research,"('SBUX', '2019 q4')",0.0
38920,WYNN,2019 q4,2530,0.59208242818319,"Tuna N. Amobi, CFA",0.4467594085798801,male,CFRA Equity Research,"('WYNN', '2019 q4')",0.0
38921,YUM,2019 q4,2530,0.5134116717187165,"Tuna N. Amobi, CFA",0.4937570736295555,male,CFRA Equity Research,"('YUM', '2019 q4')",0.0
38922,CMG,2019 q4,2530,0.325842143714283,Mr. William E. Slabaugh,0.0776536188097858,male,Stephens Inc.,"('CMG', '2019 q4')",0.0
38923,DPZ,2019 q4,2530,0.2605640861656367,Mr. William E. Slabaugh,0.0735864430853933,male,Stephens Inc.,"('DPZ', '2019 q4')",0.0
38924,DRI,2019 q4,2530,0.4381318942089096,Mr. William E. Slabaugh,0.0971478702026081,male,Stephens Inc.,"('DRI', '2019 q4')",0.011750083416700363
38925,MCD,2019 q4,2530,0.3661760995614692,Mr. William E. Slabaugh,0.0744645180919483,male,Stephens Inc.,"('MCD', '2019 q4')",0.0
38926,CMG,2019 q4,2530,0.325842143714283,Mr. Jon M. Tower,0.078310120661008,male,"Wells Fargo Securities, LLC","('CMG', '2019 q4')",0.0
38927,DPZ,2019 q4,2530,0.2605640861656367,Mr. Jon M. Tower,0.1068011882859715,male,"Wells Fargo Securities, LLC","('DPZ', '2019 q4')",0.0
38928,DRI,2019 q4,2530,0.4381318942089096,Mr. Jon M. Tower,0.1535701794106482,male,"Wells Fargo Securities, LLC","('DRI', '2019 q4')",0.0
38929,MCD,2019 q4,2530,0.3661760995614692,Mr. Jon M. Tower,0.1095085968479408,male,"Wells Fargo Securities, LLC","('MCD', '2019 q4')",0.0
38930,YUM,2019 q4,2530,0.5134116717187165,Mr. Jon M. Tower,0.208654196967421,male,"Wells Fargo Securities, LLC","('YUM', '2019 q4')",0.0
38931,CMG,2019 q4,2530,0.325842143714283,Mr. Matthew J. DiFrisco,0.0732361423508253,male,Guggenheim Securities LLC,"('CMG', '2019 q4')",0.0
38932,DPZ,2019 q4,2530,0.2605640861656367,Mr. Matthew J. DiFrisco,0.0336876676467199,male,Guggenheim Securities LLC,"('DPZ', '2019 q4')",0.0
38933,DRI,2019 q4,2530,0.4381318942089096,Mr. Matthew J. DiFrisco,0.0973377566240071,male,Guggenheim Securities LLC,"('DRI', '2019 q4')",0.0
38934,MCD,2019 q4,2530,0.3661760995614692,Mr. Matthew J. DiFrisco,0.1171100549409773,male,Guggenheim Securities LLC,"('MCD', '2019 q4')",0.0
38935,CMG,2019 q4,2530,0.325842143714283,Mr. John S. Glass,0.1989278002528916,male,Morgan Stanley,"('CMG', '2019 q4')",0.0
38936,DPZ,2019 q4,2530,0.2605640861656367,Mr. John S. Glass,0.1191730367310587,male,Morgan Stanley,"('DPZ', '2019 q4')",0.0
38937,DRI,2019 q4,2530,0.4381318942089096,Mr. John S. Glass,0.2420338609220312,male,Morgan Stanley,"('DRI', '2019 q4')",0.0
38938,MCD,2019 q4,2530,0.3661760995614692,Mr. John S. Glass,0.3567771220058967,male,Morgan Stanley,"('MCD', '2019 q4')",0.0
38939,SBUX,2019 q4,2530,0.456748556093849,Mr. John S. Glass,0.1486497805696551,male,Morgan Stanley,"('SBUX', '2019 q4')",0.02031075209379196
38940,YUM,2019 q4,2530,0.5134116717187165,Mr. John S. Glass,0.1482483143689556,male,Morgan Stanley,"('YUM', '2019 q4')",0.01596865989267826
38941,CMG,2019 q4,2530,0.325842143714283,Mr. Andy M. Barish,0.0719217333697538,male,Jefferies,"('CMG', '2019 q4')",0.0
38942,MCD,2019 q4,2530,0.3661760995614692,Mr. Andy M. Barish,0.2185771807307853,male,Jefferies,"('MCD', '2019 q4')",0.0
38943,CMG,2019 q4,2530,0.325842143714283,Ms. Lauren Silberman,0.2997903228653345,female,Credit Suisse,"('CMG', '2019 q4')",0.0
38944,DPZ,2019 q4,2530,0.2605640861656367,Ms. Lauren Silberman,0.0803188013167931,female,Credit Suisse,"('DPZ', '2019 q4')",0.0
38945,MCD,2019 q4,2530,0.3661760995614692,Ms. Lauren Silberman,0.3907602983711689,female,Credit Suisse,"('MCD', '2019 q4')",0.0
38946,SBUX,2019 q4,2530,0.456748556093849,Ms. Lauren Silberman,0.2870214920700125,female,Credit Suisse,"('SBUX', '2019 q4')",0.0
38947,YUM,2019 q4,2530,0.5134116717187165,Ms. Lauren Silberman,0.2677186003743745,female,Credit Suisse,"('YUM', '2019 q4')",0.0
38948,DPZ,2019 q4,2530,0.2605640861656367,Mr. Brett Levy,0.2800145267385526,male,MKM Partners,"('DPZ', '2019 q4')",0.035083215683698654
38949,MCD,2019 q4,2530,0.3661760995614692,Mr. Brett Levy,0.2577401239888851,male,MKM Partners,"('MCD', '2019 q4')",0.019146915525197983
38950,YUM,2019 q4,2530,0.5134116717187165,Mr. Brett Levy,0.1337885726467779,male,MKM Partners,"('YUM', '2019 q4')",0.0342867448925972
38951,DPZ,2019 q4,2530,0.2605640861656367,"Mr. Brian H. Mullan, CFA",0.0836167572136531,male,Deutsche Bank,"('DPZ', '2019 q4')",0.0
38952,MCD,2019 q4,2530,0.3661760995614692,"Mr. Brian H. Mullan, CFA",0.1091237728255338,male,Deutsche Bank,"('MCD', '2019 q4')",0.0
38953,DRI,2019 q4,2530,0.4381318942089096,SADIF Research,0.9806265372767006,Not a person,Sadif Analytics Prime,"('DRI', '2019 q4')",0.962244987487793
38954,HRB,2019 q4,2530,1.0,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('HRB', '2019 q4')",0.9514825940132141
38955,NCLH,2019 q4,2530,0.6306445592341149,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('NCLH', '2019 q4')",0.9622145891189575
38956,WYNN,2019 q4,2530,0.59208242818319,SADIF Research,0.9729030819597164,Not a person,Sadif Analytics Prime,"('WYNN', '2019 q4')",0.9739710688591003
38957,YUM,2019 q4,2530,0.5134116717187165,SADIF Research,0.9643806224152496,Not a person,Sadif Analytics Prime,"('YUM', '2019 q4')",0.9431143403053284
38958,HLT,2019 q4,2530,0.4044596377477355,Mr. Dan Wasiolek,0.3836567962844369,male,"Morningstar, Inc.","('HLT', '2019 q4')",0.0
38959,LVS,2019 q4,2530,0.2621631738956506,Mr. Dan Wasiolek,0.2745105437783484,male,"Morningstar, Inc.","('LVS', '2019 q4')",0.0
38960,MAR,2019 q4,2530,0.5803641619542479,Mr. Dan Wasiolek,0.4144909478091957,male,"Morningstar, Inc.","('MAR', '2019 q4')",0.008333333767950535
38961,MGM,2019 q4,2530,0.4684922968494935,Mr. Dan Wasiolek,0.3897247423806114,male,"Morningstar, Inc.","('MGM', '2019 q4')",0.0
38962,WYNN,2019 q4,2530,0.59208242818319,Mr. Dan Wasiolek,0.7514254876669025,male,"Morningstar, Inc.","('WYNN', '2019 q4')",0.03333333507180214
38963,HLT,2019 q4,2530,0.4044596377477355,C. Patrick Scholes,0.1568206933276916,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2019 q4')",0.0
38964,MAR,2019 q4,2530,0.5803641619542479,C. Patrick Scholes,0.2433881947887955,male,SunTrust Robinson Humphrey Capital Markets,"('MAR', '2019 q4')",0.0
38965,NCLH,2019 q4,2530,0.6306445592341149,C. Patrick Scholes,0.227109529279681,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2019 q4')",0.0
38966,HLT,2019 q4,2530,0.4044596377477355,Shaun C. Kelley,0.3433146144417904,male,BofA Global Research,"('HLT', '2019 q4')",0.0
38967,MAR,2019 q4,2530,0.5803641619542479,Shaun C. Kelley,0.3070114595941353,male,BofA Global Research,"('MAR', '2019 q4')",0.0
38968,HLT,2019 q4,2530,0.4044596377477355,"Mr. Kevin C. Kopelman, CFA",0.2321693052904752,male,Cowen and Company,"('HLT', '2019 q4')",0.0
38969,HLT,2019 q4,2530,0.4044596377477355,Thomas G. Allen,0.3048369595977123,male,Morgan Stanley,"('HLT', '2019 q4')",0.0
38970,LVS,2019 q4,2530,0.2621631738956506,Thomas G. Allen,0.1248155436980527,male,Morgan Stanley,"('LVS', '2019 q4')",0.0
38971,MGM,2019 q4,2530,0.4684922968494935,Thomas G. Allen,0.1730008489182327,male,Morgan Stanley,"('MGM', '2019 q4')",0.007628101855516434
38972,NCLH,2019 q4,2530,0.6306445592341149,Thomas G. Allen,0.2879941484925539,male,Morgan Stanley,"('NCLH', '2019 q4')",0.0
38973,HLT,2019 q4,2530,0.4044596377477355,"Mr. Wes K. Golladay, CFA",0.1993772467781009,male,RBC Capital Markets,"('HLT', '2019 q4')",0.0
38974,MAR,2019 q4,2530,0.5803641619542479,"Mr. Wes K. Golladay, CFA",0.3065131318202638,male,RBC Capital Markets,"('MAR', '2019 q4')",0.0
38975,HRB,2019 q4,2530,1.0,Mr. Jeffrey D. Goldstein,1.0,male,Morgan Stanley,"('HRB', '2019 q4')",0.0
38976,LVS,2019 q4,2530,0.2621631738956506,Felicia R. R. Hendrix,0.2591606873390541,female,Barclays,"('LVS', '2019 q4')",0.0
38977,RCL,2019 q4,2530,0.5243887609170583,Felicia R. R. Hendrix,0.2025509886726781,female,Barclays,"('RCL', '2019 q4')",0.0
38978,LVS,2019 q4,2530,0.2621631738956506,Mr. Luis Ricardo Chinchilla,0.0871302047170648,male,Deutsche Bank,"('LVS', '2019 q4')",0.0
38979,WYNN,2019 q4,2530,0.59208242818319,Mr. Luis Ricardo Chinchilla,0.2556658805703147,male,Deutsche Bank,"('WYNN', '2019 q4')",0.0
38980,LVS,2019 q4,2530,0.2621631738956506,Mr. Carlo H. Santarelli,0.0966823838245949,male,Deutsche Bank,"('LVS', '2019 q4')",0.0
38981,MAR,2019 q4,2530,0.5803641619542479,Mr. Carlo H. Santarelli,0.8819834116684999,male,Deutsche Bank,"('MAR', '2019 q4')",0.0
38982,MGM,2019 q4,2530,0.4684922968494935,Mr. Carlo H. Santarelli,0.3916520622469722,male,Deutsche Bank,"('MGM', '2019 q4')",0.0
38983,WYNN,2019 q4,2530,0.59208242818319,Mr. Carlo H. Santarelli,0.260811220418105,male,Deutsche Bank,"('WYNN', '2019 q4')",0.0
38984,LVS,2019 q4,2530,0.2621631738956506,Jared Shojaian,0.0860056665060606,male,Wolfe Research,"('LVS', '2019 q4')",0.0
38985,MAR,2019 q4,2530,0.5803641619542479,Jared Shojaian,0.218231205214609,male,Wolfe Research,"('MAR', '2019 q4')",0.0
38986,NCLH,2019 q4,2530,0.6306445592341149,Jared Shojaian,0.2444832936748364,male,Wolfe Research,"('NCLH', '2019 q4')",0.0
38987,RCL,2019 q4,2530,0.5243887609170583,Jared Shojaian,0.3823946171084066,male,Wolfe Research,"('RCL', '2019 q4')",0.0
38988,LVS,2019 q4,2530,0.2621631738956506,David Katz,0.121915950140761,male,Jefferies,"('LVS', '2019 q4')",0.01763487607240677
38989,MAR,2019 q4,2530,0.5803641619542479,David Katz,0.3712793060312966,male,Jefferies,"('MAR', '2019 q4')",0.0
38990,MGM,2019 q4,2530,0.4684922968494935,David Katz,0.2418153359333445,male,Jefferies,"('MGM', '2019 q4')",0.0
38991,WYNN,2019 q4,2530,0.59208242818319,David Katz,0.3137799116745454,male,Jefferies,"('WYNN', '2019 q4')",0.0
38992,LVS,2019 q4,2530,0.2621631738956506,Research Department,0.2257329170705239,Not a person,Trefis,"('LVS', '2019 q4')",0.0
38993,MAR,2019 q4,2530,0.5803641619542479,"Mr. Rich A. Hightower, Jr",0.7071049382825485,male,EVERCORE ISI,"('MAR', '2019 q4')",0.03333333507180214
38994,MGM,2019 q4,2530,0.4684922968494935,James F. Kayler,0.1510521691429445,male,BofA Global Research,"('MGM', '2019 q4')",0.007155799772590399
38995,MGM,2019 q4,2530,0.4684922968494935,Mr. Ben J. Combes,0.3119709458282013,male,Credit Suisse,"('MGM', '2019 q4')",0.0
38996,WYNN,2019 q4,2530,0.59208242818319,Mr. Ben J. Combes,0.3445990745754139,male,Credit Suisse,"('WYNN', '2019 q4')",0.0
38997,MGM,2019 q4,2530,0.4684922968494935,Robin M. Farley,0.2745281014642214,male,UBS Equities,"('MGM', '2019 q4')",0.01140592247247696
38998,MGM,2019 q4,2530,0.4684922968494935,Joseph Stauff,0.8063268959820633,male,Susquehanna Financial Group LLLP,"('MGM', '2019 q4')",0.0
38999,NCLH,2019 q4,2530,0.6306445592341149,"Ms. Jaime M. M. Katz, CFA",0.7008332215710095,female,"Morningstar, Inc.","('NCLH', '2019 q4')",0.0
39000,RCL,2019 q4,2530,0.5243887609170583,"Ms. Jaime M. M. Katz, CFA",0.7142033580832977,female,"Morningstar, Inc.","('RCL', '2019 q4')",0.0
39001,NCLH,2019 q4,2530,0.6306445592341149,"Mr. James L. Hardiman, CFA",0.4006852682503624,male,Wedbush Securities Inc.,"('NCLH', '2019 q4')",0.0
39002,RCL,2019 q4,2530,0.5243887609170583,"Mr. James L. Hardiman, CFA",0.3570429719173479,male,Wedbush Securities Inc.,"('RCL', '2019 q4')",0.0
39003,NCLH,2019 q4,2530,0.6306445592341149,"Andrew G. Didora, CFA",0.5791897418972386,male,BofA Global Research,"('NCLH', '2019 q4')",0.0
39004,NCLH,2019 q4,2530,0.6306445592341149,"Daniel J. McKenzie, CFA",0.2566861457567693,male,The Buckingham Research Group,"('NCLH', '2019 q4')",0.0
39005,NCLH,2019 q4,2530,0.6306445592341149,Chris J. Woronka,0.4162139650870801,male,Deutsche Bank,"('NCLH', '2019 q4')",0.0
39006,RCL,2019 q4,2530,0.5243887609170583,Chris J. Woronka,0.2022687216933853,male,Deutsche Bank,"('RCL', '2019 q4')",0.0
39007,RCL,2019 q4,2530,0.5243887609170583,"Ms. Sharon M. Zackfia, CFA",0.4302153426983678,female,William Blair & Company,"('RCL', '2019 q4')",0.0
39008,CCL,2020 q1,2530,0.0,"Timothy A. Conder, CPA",,male,"Wells Fargo Securities, LLC","('CCL', '2020 q1')",0.0016843715513294394
39009,CMG,2020 q1,2530,0.2816003388545846,"Mr. Andrew M. Charles, CFA",0.0863495321076531,male,Cowen and Company,"('CMG', '2020 q1')",0.0
39010,DPZ,2020 q1,2530,0.4445925190148102,"Mr. Andrew M. Charles, CFA",0.4050465581125711,male,Cowen and Company,"('DPZ', '2020 q1')",0.0
39011,DRI,2020 q1,2530,0.4479577258365544,"Mr. Andrew M. Charles, CFA",0.1825416768770298,male,Cowen and Company,"('DRI', '2020 q1')",0.0
39012,MCD,2020 q1,2530,0.4883383655618795,"Mr. Andrew M. Charles, CFA",0.2023868071810827,male,Cowen and Company,"('MCD', '2020 q1')",0.0
39013,SBUX,2020 q1,2530,0.4318987116140522,"Mr. Andrew M. Charles, CFA",0.5324498239657869,male,Cowen and Company,"('SBUX', '2020 q1')",0.0
39014,YUM,2020 q1,2530,0.4389735613501576,"Mr. Andrew M. Charles, CFA",0.1305317928629726,male,Cowen and Company,"('YUM', '2020 q1')",0.0
39015,CMG,2020 q1,2530,0.2816003388545846,Mr. Andy M. Barish,0.060960319728339,male,Jefferies,"('CMG', '2020 q1')",0.0
39016,DRI,2020 q1,2530,0.4479577258365544,Mr. Andy M. Barish,0.178080006518525,male,Jefferies,"('DRI', '2020 q1')",0.0
39017,MCD,2020 q1,2530,0.4883383655618795,Mr. Andy M. Barish,0.2181988380096519,male,Jefferies,"('MCD', '2020 q1')",0.0
39018,SBUX,2020 q1,2530,0.4318987116140522,Mr. Andy M. Barish,0.3899954917795757,male,Jefferies,"('SBUX', '2020 q1')",0.0
39019,CMG,2020 q1,2530,0.2816003388545846,Mr. Stephen Anderson,0.0632729231746997,male,Maxim Group,"('CMG', '2020 q1')",0.0
39020,DPZ,2020 q1,2530,0.4445925190148102,Mr. Stephen Anderson,0.0796316934566753,male,Maxim Group,"('DPZ', '2020 q1')",0.0
39021,CMG,2020 q1,2530,0.2816003388545846,Ms. Lauren Silberman,0.3245877022822788,female,Credit Suisse,"('CMG', '2020 q1')",0.0
39022,DPZ,2020 q1,2530,0.4445925190148102,Ms. Lauren Silberman,0.2407082082124777,female,Credit Suisse,"('DPZ', '2020 q1')",0.008015336468815804
39023,MCD,2020 q1,2530,0.4883383655618795,Ms. Lauren Silberman,0.4117839195495554,female,Credit Suisse,"('MCD', '2020 q1')",0.0
39024,SBUX,2020 q1,2530,0.4318987116140522,Ms. Lauren Silberman,0.3990339408483569,female,Credit Suisse,"('SBUX', '2020 q1')",0.0
39025,CMG,2020 q1,2530,0.2816003388545846,Mr. Jon M. Tower,0.0978714217015292,male,"Wells Fargo Securities, LLC","('CMG', '2020 q1')",0.0
39026,DPZ,2020 q1,2530,0.4445925190148102,Mr. Jon M. Tower,0.1612581435656608,male,"Wells Fargo Securities, LLC","('DPZ', '2020 q1')",0.0
39027,DRI,2020 q1,2530,0.4479577258365544,Mr. Jon M. Tower,0.1478228201634804,male,"Wells Fargo Securities, LLC","('DRI', '2020 q1')",0.0
39028,MCD,2020 q1,2530,0.4883383655618795,Mr. Jon M. Tower,0.1296904491760721,male,"Wells Fargo Securities, LLC","('MCD', '2020 q1')",0.0
39029,YUM,2020 q1,2530,0.4389735613501576,Mr. Jon M. Tower,0.1681697148712183,male,"Wells Fargo Securities, LLC","('YUM', '2020 q1')",0.0
39030,CMG,2020 q1,2530,0.2816003388545846,Mr. David S. Palmer,0.1022353327300911,male,EVERCORE ISI,"('CMG', '2020 q1')",0.0
39031,DRI,2020 q1,2530,0.4479577258365544,Mr. David S. Palmer,0.1085465875224681,male,EVERCORE ISI,"('DRI', '2020 q1')",0.009621407836675644
39032,MCD,2020 q1,2530,0.4883383655618795,Mr. David S. Palmer,0.1303925928884027,male,EVERCORE ISI,"('MCD', '2020 q1')",0.0
39033,SBUX,2020 q1,2530,0.4318987116140522,Mr. David S. Palmer,0.1002043925852971,male,EVERCORE ISI,"('SBUX', '2020 q1')",0.0
39034,YUM,2020 q1,2530,0.4389735613501576,Mr. David S. Palmer,0.0943425288170087,male,EVERCORE ISI,"('YUM', '2020 q1')",0.0
39035,CMG,2020 q1,2530,0.2816003388545846,"Mr. R.J. J. Hottovy, Jr",0.3369898061168724,male,"Morningstar, Inc.","('CMG', '2020 q1')",0.0
39036,DPZ,2020 q1,2530,0.4445925190148102,"Mr. R.J. J. Hottovy, Jr",0.3997574068776096,male,"Morningstar, Inc.","('DPZ', '2020 q1')",0.0
39037,DRI,2020 q1,2530,0.4479577258365544,"Mr. R.J. J. Hottovy, Jr",0.466073744372767,male,"Morningstar, Inc.","('DRI', '2020 q1')",0.0
39038,MCD,2020 q1,2530,0.4883383655618795,"Mr. R.J. J. Hottovy, Jr",0.3280277605714733,male,"Morningstar, Inc.","('MCD', '2020 q1')",0.0
39039,SBUX,2020 q1,2530,0.4318987116140522,"Mr. R.J. J. Hottovy, Jr",0.3786139993407267,male,"Morningstar, Inc.","('SBUX', '2020 q1')",0.0
39040,YUM,2020 q1,2530,0.4389735613501576,"Mr. R.J. J. Hottovy, Jr",0.3604263545987241,male,"Morningstar, Inc.","('YUM', '2020 q1')",0.0
39041,CMG,2020 q1,2530,0.2816003388545846,Mr. John S. Glass,0.357483746901109,male,Morgan Stanley,"('CMG', '2020 q1')",0.0
39042,DPZ,2020 q1,2530,0.4445925190148102,Mr. John S. Glass,0.3009170744712853,male,Morgan Stanley,"('DPZ', '2020 q1')",0.0
39043,DRI,2020 q1,2530,0.4479577258365544,Mr. John S. Glass,0.3372114567188138,male,Morgan Stanley,"('DRI', '2020 q1')",0.0
39044,MCD,2020 q1,2530,0.4883383655618795,Mr. John S. Glass,0.2814227358563112,male,Morgan Stanley,"('MCD', '2020 q1')",0.0
39045,SBUX,2020 q1,2530,0.4318987116140522,Mr. John S. Glass,0.3624473917562124,male,Morgan Stanley,"('SBUX', '2020 q1')",0.0
39046,YUM,2020 q1,2530,0.4389735613501576,Mr. John S. Glass,0.1923144757699453,male,Morgan Stanley,"('YUM', '2020 q1')",0.0
39047,CMG,2020 q1,2530,0.2816003388545846,Gregory Francfort,0.2660119610185282,male,BofA Global Research,"('CMG', '2020 q1')",0.0
39048,DPZ,2020 q1,2530,0.4445925190148102,Gregory Francfort,0.1654886619376192,male,BofA Global Research,"('DPZ', '2020 q1')",0.0
39049,DRI,2020 q1,2530,0.4479577258365544,Gregory Francfort,0.3102705527885257,male,BofA Global Research,"('DRI', '2020 q1')",0.02735818736255169
39050,MCD,2020 q1,2530,0.4883383655618795,Gregory Francfort,0.3482474043979096,male,BofA Global Research,"('MCD', '2020 q1')",0.0
39051,SBUX,2020 q1,2530,0.4318987116140522,Gregory Francfort,0.2652041627664131,male,BofA Global Research,"('SBUX', '2020 q1')",0.0
39052,YUM,2020 q1,2530,0.4389735613501576,Gregory Francfort,0.150267363391852,male,BofA Global Research,"('YUM', '2020 q1')",0.0
39053,CMG,2020 q1,2530,0.2816003388545846,"Ms. Sharon M. Zackfia, CFA",0.0938551418016123,female,William Blair & Company,"('CMG', '2020 q1')",0.0
39054,RCL,2020 q1,2530,0.5628835587694637,"Ms. Sharon M. Zackfia, CFA",0.299951975619982,female,William Blair & Company,"('RCL', '2020 q1')",0.0
39055,SBUX,2020 q1,2530,0.4318987116140522,"Ms. Sharon M. Zackfia, CFA",0.1024725302878612,female,William Blair & Company,"('SBUX', '2020 q1')",0.0
39056,CMG,2020 q1,2530,0.2816003388545846,Mr. Nick Setyan,0.2619719096371078,male,Wedbush Securities Inc.,"('CMG', '2020 q1')",0.0
39057,DPZ,2020 q1,2530,0.4445925190148102,Mr. Nick Setyan,0.4695683739998045,male,Wedbush Securities Inc.,"('DPZ', '2020 q1')",0.0
39058,DRI,2020 q1,2530,0.4479577258365544,Mr. Nick Setyan,0.5937961026460238,male,Wedbush Securities Inc.,"('DRI', '2020 q1')",0.0
39059,SBUX,2020 q1,2530,0.4318987116140522,Mr. Nick Setyan,0.586774378510043,male,Wedbush Securities Inc.,"('SBUX', '2020 q1')",0.0
39060,CMG,2020 q1,2530,0.2816003388545846,Mr. Christopher E. Carril,0.1224658836772771,male,RBC Capital Markets,"('CMG', '2020 q1')",0.0
39061,DPZ,2020 q1,2530,0.4445925190148102,Mr. Christopher E. Carril,0.6758803503564459,male,RBC Capital Markets,"('DPZ', '2020 q1')",0.03333333507180214
39062,MCD,2020 q1,2530,0.4883383655618795,Mr. Christopher E. Carril,0.199145248751628,male,RBC Capital Markets,"('MCD', '2020 q1')",0.0
39063,SBUX,2020 q1,2530,0.4318987116140522,Mr. Christopher E. Carril,0.187922222683572,male,RBC Capital Markets,"('SBUX', '2020 q1')",0.0
39064,YUM,2020 q1,2530,0.4389735613501576,Mr. Christopher E. Carril,0.1567972259208451,male,RBC Capital Markets,"('YUM', '2020 q1')",0.0
39065,CMG,2020 q1,2530,0.2816003388545846,Mr. Jake Bartlett,0.0483664838436282,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2020 q1')",0.0
39066,DRI,2020 q1,2530,0.4479577258365544,Mr. Jake Bartlett,0.0785385914598238,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2020 q1')",0.02180255763232708
39067,MCD,2020 q1,2530,0.4883383655618795,Mr. Jake Bartlett,0.3265796498759824,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2020 q1')",0.0
39068,CMG,2020 q1,2530,0.2816003388545846,Mr. Matthew J. DiFrisco,0.0543312842700217,male,Guggenheim Securities LLC,"('CMG', '2020 q1')",0.0
39069,DPZ,2020 q1,2530,0.4445925190148102,Mr. Matthew J. DiFrisco,0.074661970000985,male,Guggenheim Securities LLC,"('DPZ', '2020 q1')",0.0
39070,DRI,2020 q1,2530,0.4479577258365544,Mr. Matthew J. DiFrisco,0.0985886855760465,male,Guggenheim Securities LLC,"('DRI', '2020 q1')",0.0
39071,MCD,2020 q1,2530,0.4883383655618795,Mr. Matthew J. DiFrisco,0.1377580062702502,male,Guggenheim Securities LLC,"('MCD', '2020 q1')",0.0
39072,SBUX,2020 q1,2530,0.4318987116140522,Mr. Matthew J. DiFrisco,0.0990797073719933,male,Guggenheim Securities LLC,"('SBUX', '2020 q1')",0.0
39073,CMG,2020 q1,2530,0.2816003388545846,"Tuna N. Amobi, CFA",0.4660223964790259,male,CFRA Equity Research,"('CMG', '2020 q1')",0.0
39074,DPZ,2020 q1,2530,0.4445925190148102,"Tuna N. Amobi, CFA",0.513478187389215,male,CFRA Equity Research,"('DPZ', '2020 q1')",0.0
39075,DRI,2020 q1,2530,0.4479577258365544,"Tuna N. Amobi, CFA",0.6171441280974991,male,CFRA Equity Research,"('DRI', '2020 q1')",0.0
39076,HLT,2020 q1,2530,0.4012021946090169,"Tuna N. Amobi, CFA",0.6377903817405572,male,CFRA Equity Research,"('HLT', '2020 q1')",0.0
39077,LVS,2020 q1,2530,0.2887776727039979,"Tuna N. Amobi, CFA",0.3659761510402834,male,CFRA Equity Research,"('LVS', '2020 q1')",0.0
39078,MAR,2020 q1,2530,0.4825023399029495,"Tuna N. Amobi, CFA",0.6084001328022696,male,CFRA Equity Research,"('MAR', '2020 q1')",0.0
39079,MCD,2020 q1,2530,0.4883383655618795,"Tuna N. Amobi, CFA",0.6139537013281933,male,CFRA Equity Research,"('MCD', '2020 q1')",0.0
39080,MGM,2020 q1,2530,0.3590245847729615,"Tuna N. Amobi, CFA",0.4026231768087049,male,CFRA Equity Research,"('MGM', '2020 q1')",0.0
39081,NCLH,2020 q1,2530,0.7579475258537138,"Tuna N. Amobi, CFA",0.7168023898509617,male,CFRA Equity Research,"('NCLH', '2020 q1')",0.0
39082,RCL,2020 q1,2530,0.5628835587694637,"Tuna N. Amobi, CFA",0.6616974192965704,male,CFRA Equity Research,"('RCL', '2020 q1')",0.0
39083,SBUX,2020 q1,2530,0.4318987116140522,"Tuna N. Amobi, CFA",0.5672074552255195,male,CFRA Equity Research,"('SBUX', '2020 q1')",0.0
39084,WYNN,2020 q1,2530,0.5302297003414682,"Tuna N. Amobi, CFA",0.4782001334870262,male,CFRA Equity Research,"('WYNN', '2020 q1')",0.0
39085,YUM,2020 q1,2530,0.4389735613501576,"Tuna N. Amobi, CFA",0.517526734096371,male,CFRA Equity Research,"('YUM', '2020 q1')",0.0
39086,CMG,2020 q1,2530,0.2816003388545846,Mr. Peter M. Saleh,0.1043811847653275,male,BTIG,"('CMG', '2020 q1')",0.0
39087,DPZ,2020 q1,2530,0.4445925190148102,Mr. Peter M. Saleh,0.1070109227097173,male,BTIG,"('DPZ', '2020 q1')",0.026444708928465843
39088,DRI,2020 q1,2530,0.4479577258365544,Mr. Peter M. Saleh,0.672248516412095,male,BTIG,"('DRI', '2020 q1')",0.03333333507180214
39089,SBUX,2020 q1,2530,0.4318987116140522,Mr. Peter M. Saleh,0.1177799499057061,male,BTIG,"('SBUX', '2020 q1')",0.03360249474644661
39090,YUM,2020 q1,2530,0.4389735613501576,Mr. Peter M. Saleh,0.1031800425533449,male,BTIG,"('YUM', '2020 q1')",0.04576285555958748
39091,CMG,2020 q1,2530,0.2816003388545846,Nicole Miller Regan,0.0936069185176874,female,Piper Sandler Companies,"('CMG', '2020 q1')",0.0
39092,DRI,2020 q1,2530,0.4479577258365544,Nicole Miller Regan,0.1604997620900699,female,Piper Sandler Companies,"('DRI', '2020 q1')",0.005694111809134483
39093,SBUX,2020 q1,2530,0.4318987116140522,Nicole Miller Regan,0.1081339533434681,female,Piper Sandler Companies,"('SBUX', '2020 q1')",0.0
39094,CMG,2020 q1,2530,0.2816003388545846,"Mr. Brian Bittner, CFA",0.1944386965994943,male,"Oppenheimer & Co., Inc.","('CMG', '2020 q1')",0.0
39095,DPZ,2020 q1,2530,0.4445925190148102,"Mr. Brian Bittner, CFA",0.144841307625484,male,"Oppenheimer & Co., Inc.","('DPZ', '2020 q1')",0.0
39096,DRI,2020 q1,2530,0.4479577258365544,"Mr. Brian Bittner, CFA",0.1692060000384481,male,"Oppenheimer & Co., Inc.","('DRI', '2020 q1')",0.0
39097,SBUX,2020 q1,2530,0.4318987116140522,"Mr. Brian Bittner, CFA",0.1583057082542275,male,"Oppenheimer & Co., Inc.","('SBUX', '2020 q1')",0.0035240957513451576
39098,CMG,2020 q1,2530,0.2816003388545846,Jeffrey A. A. Bernstein,0.0996296927363657,male,Barclays,"('CMG', '2020 q1')",0.0
39099,DPZ,2020 q1,2530,0.4445925190148102,Jeffrey A. A. Bernstein,0.3238557123028327,male,Barclays,"('DPZ', '2020 q1')",0.0
39100,DRI,2020 q1,2530,0.4479577258365544,Jeffrey A. A. Bernstein,0.3345728808028114,male,Barclays,"('DRI', '2020 q1')",0.0
39101,SBUX,2020 q1,2530,0.4318987116140522,Jeffrey A. A. Bernstein,0.1701432159041097,male,Barclays,"('SBUX', '2020 q1')",0.0
39102,YUM,2020 q1,2530,0.4389735613501576,Jeffrey A. A. Bernstein,0.6551275146203421,male,Barclays,"('YUM', '2020 q1')",0.0
39103,DPZ,2020 q1,2530,0.4445925190148102,"Mr. Brian H. Mullan, CFA",0.3873343371858414,male,Deutsche Bank,"('DPZ', '2020 q1')",0.0
39104,DRI,2020 q1,2530,0.4479577258365544,"Mr. Brian H. Mullan, CFA",0.3513952434295545,male,Deutsche Bank,"('DRI', '2020 q1')",0.0
39105,MCD,2020 q1,2530,0.4883383655618795,"Mr. Brian H. Mullan, CFA",0.1590189717237571,male,Deutsche Bank,"('MCD', '2020 q1')",0.0
39106,YUM,2020 q1,2530,0.4389735613501576,"Mr. Brian H. Mullan, CFA",0.1269174786854512,male,Deutsche Bank,"('YUM', '2020 q1')",0.0
39107,DPZ,2020 q1,2530,0.4445925190148102,"Mr. Alexander R. Slagle, CFA, II",0.2046902431269462,male,Jefferies,"('DPZ', '2020 q1')",0.0
39108,DPZ,2020 q1,2530,0.4445925190148102,Mr. Brett Levy,0.2648643208808819,male,MKM Partners,"('DPZ', '2020 q1')",0.07195983827114105
39109,DRI,2020 q1,2530,0.4479577258365544,Mr. Brett Levy,0.1441836465766895,male,MKM Partners,"('DRI', '2020 q1')",0.018952421844005585
39110,MCD,2020 q1,2530,0.4883383655618795,Mr. Brett Levy,0.1762038680179467,male,MKM Partners,"('MCD', '2020 q1')",0.03399503603577614
39111,SBUX,2020 q1,2530,0.4318987116140522,Mr. Brett Levy,0.2132066777370693,male,MKM Partners,"('SBUX', '2020 q1')",0.02245846576988697
39112,YUM,2020 q1,2530,0.4389735613501576,Mr. Brett Levy,0.1888962758097619,male,MKM Partners,"('YUM', '2020 q1')",0.020081492140889168
39113,HLT,2020 q1,2530,0.4012021946090169,"Mr. Wes K. Golladay, CFA",0.2216033478798665,male,RBC Capital Markets,"('HLT', '2020 q1')",0.022500802762806416
39114,MAR,2020 q1,2530,0.4825023399029495,"Mr. Wes K. Golladay, CFA",0.2788406564720511,male,RBC Capital Markets,"('MAR', '2020 q1')",0.013949173502624035
39115,HLT,2020 q1,2530,0.4012021946090169,"Mr. Rich A. Hightower, Jr",0.1881275811941842,male,EVERCORE ISI,"('HLT', '2020 q1')",0.0
39116,MAR,2020 q1,2530,0.4825023399029495,"Mr. Rich A. Hightower, Jr",0.222124730261685,male,EVERCORE ISI,"('MAR', '2020 q1')",0.0
39117,HLT,2020 q1,2530,0.4012021946090169,David Katz,0.2545370437207833,male,Jefferies,"('HLT', '2020 q1')",0.0
39118,LVS,2020 q1,2530,0.2887776727039979,David Katz,0.1468272570325532,male,Jefferies,"('LVS', '2020 q1')",0.006695592310279608
39119,MAR,2020 q1,2530,0.4825023399029495,David Katz,0.28836210513237,male,Jefferies,"('MAR', '2020 q1')",0.0
39120,MGM,2020 q1,2530,0.3590245847729615,David Katz,0.2314051208095233,male,Jefferies,"('MGM', '2020 q1')",0.0
39121,WYNN,2020 q1,2530,0.5302297003414682,David Katz,0.2448871428828508,male,Jefferies,"('WYNN', '2020 q1')",0.0
39122,HLT,2020 q1,2530,0.4012021946090169,Thomas G. Allen,0.3556501601841169,male,Morgan Stanley,"('HLT', '2020 q1')",0.0
39123,LVS,2020 q1,2530,0.2887776727039979,Thomas G. Allen,0.1960924203904028,male,Morgan Stanley,"('LVS', '2020 q1')",0.00659540668129921
39124,MGM,2020 q1,2530,0.3590245847729615,Thomas G. Allen,0.2070727279639541,male,Morgan Stanley,"('MGM', '2020 q1')",0.0
39125,HLT,2020 q1,2530,0.4012021946090169,Mr. Dan Wasiolek,0.3579279584905904,male,"Morningstar, Inc.","('HLT', '2020 q1')",0.01666666753590107
39126,LVS,2020 q1,2530,0.2887776727039979,Mr. Dan Wasiolek,0.2608566102628016,male,"Morningstar, Inc.","('LVS', '2020 q1')",0.011111111690600714
39127,MAR,2020 q1,2530,0.4825023399029495,Mr. Dan Wasiolek,0.3523280397579045,male,"Morningstar, Inc.","('MAR', '2020 q1')",0.008333333767950535
39128,MGM,2020 q1,2530,0.3590245847729615,Mr. Dan Wasiolek,0.366079304694249,male,"Morningstar, Inc.","('MGM', '2020 q1')",0.01666666753590107
39129,WYNN,2020 q1,2530,0.5302297003414682,Mr. Dan Wasiolek,0.3776068987934928,male,"Morningstar, Inc.","('WYNN', '2020 q1')",0.01666666753590107
39130,HLT,2020 q1,2530,0.4012021946090169,Mr. Anthony F. F. Powell,0.2454305890940698,male,Barclays,"('HLT', '2020 q1')",0.0
39131,MAR,2020 q1,2530,0.4825023399029495,Mr. Anthony F. F. Powell,0.2581016462881547,male,Barclays,"('MAR', '2020 q1')",0.0
39132,HLT,2020 q1,2530,0.4012021946090169,C. Patrick Scholes,0.2080882289366637,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2020 q1')",0.0
39133,MAR,2020 q1,2530,0.4825023399029495,C. Patrick Scholes,0.1494384769901562,male,SunTrust Robinson Humphrey Capital Markets,"('MAR', '2020 q1')",0.0
39134,NCLH,2020 q1,2530,0.7579475258537138,C. Patrick Scholes,0.4306116319129738,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2020 q1')",0.0
39135,HLT,2020 q1,2530,0.4012021946090169,Jared Shojaian,0.1439125785473446,male,Wolfe Research,"('HLT', '2020 q1')",0.0
39136,LVS,2020 q1,2530,0.2887776727039979,Jared Shojaian,0.1892285255073427,male,Wolfe Research,"('LVS', '2020 q1')",0.0
39137,MAR,2020 q1,2530,0.4825023399029495,Jared Shojaian,0.1255446348148334,male,Wolfe Research,"('MAR', '2020 q1')",0.0
39138,MGM,2020 q1,2530,0.3590245847729615,Jared Shojaian,0.1563028133541584,male,Wolfe Research,"('MGM', '2020 q1')",0.0
39139,NCLH,2020 q1,2530,0.7579475258537138,Jared Shojaian,0.6566630072343804,male,Wolfe Research,"('NCLH', '2020 q1')",0.03333333507180214
39140,RCL,2020 q1,2530,0.5628835587694637,Jared Shojaian,0.3573186829876278,male,Wolfe Research,"('RCL', '2020 q1')",0.0
39141,WYNN,2020 q1,2530,0.5302297003414682,Jared Shojaian,0.2596902828927397,male,Wolfe Research,"('WYNN', '2020 q1')",0.01649995893239975
39142,HLT,2020 q1,2530,0.4012021946090169,Dori L. Kesten,0.2066582308540686,female,"Wells Fargo Securities, LLC","('HLT', '2020 q1')",0.016867486760020256
39143,HRB,2020 q1,2530,0.7284318414207905,Mr. Mark Palmer,0.4468142197307599,male,BTIG,"('HRB', '2020 q1')",0.0433498602360487
39144,HRB,2020 q1,2530,0.7284318414207905,"Keith E. Weiss, CFA",0.6222567243684466,male,Morgan Stanley,"('HRB', '2020 q1')",0.03333333507180214
39145,HRB,2020 q1,2530,0.7284318414207905,Mr. Jeffrey D. Goldstein,0.6108013254508468,male,Morgan Stanley,"('HRB', '2020 q1')",0.013210958801209927
39146,HRB,2020 q1,2530,0.7284318414207905,Kartik Mehta,0.7188578854701485,male,Northcoast Research,"('HRB', '2020 q1')",0.0
39147,HRB,2020 q1,2530,0.7284318414207905,Mr. Scott Schneeberger,0.592328973333439,male,"Oppenheimer & Co., Inc.","('HRB', '2020 q1')",0.0
39148,HRB,2020 q1,2530,0.7284318414207905,Mr. Alexander Paris,0.86803293775804,male,Barrington Research Associates,"('HRB', '2020 q1')",0.0
39149,LVS,2020 q1,2530,0.2887776727039979,Mr. Carlo H. Santarelli,0.0870239847254299,male,Deutsche Bank,"('LVS', '2020 q1')",0.0
39150,MAR,2020 q1,2530,0.4825023399029495,Mr. Carlo H. Santarelli,0.166388427907084,male,Deutsche Bank,"('MAR', '2020 q1')",0.0
39151,MGM,2020 q1,2530,0.3590245847729615,Mr. Carlo H. Santarelli,0.0995620502643699,male,Deutsche Bank,"('MGM', '2020 q1')",0.0
39152,WYNN,2020 q1,2530,0.5302297003414682,Mr. Carlo H. Santarelli,0.2141975722206258,male,Deutsche Bank,"('WYNN', '2020 q1')",0.0
39153,LVS,2020 q1,2530,0.2887776727039979,Research Department,0.2122370678548366,Not a person,Trefis,"('LVS', '2020 q1')",0.0
39154,LVS,2020 q1,2530,0.2887776727039979,Research Department,0.2122370678548366,Not a person,Tigress Financial Partners,"('LVS', '2020 q1')",0.0
39155,MCD,2020 q1,2530,0.4883383655618795,Research Department,0.6728872101817412,Not a person,Trefis,"('MCD', '2020 q1')",0.03333333507180214
39156,MCD,2020 q1,2530,0.4883383655618795,Research Department,0.6728872101817412,Not a person,Tigress Financial Partners,"('MCD', '2020 q1')",0.03333333507180214
39157,LVS,2020 q1,2530,0.2887776727039979,Mr. Luis Ricardo Chinchilla,0.1038894947850338,male,Deutsche Bank,"('LVS', '2020 q1')",0.0
39158,LVS,2020 q1,2530,0.2887776727039979,Shaun C. Kelley,0.2499732640725115,male,BofA Global Research,"('LVS', '2020 q1')",0.0
39159,WYNN,2020 q1,2530,0.5302297003414682,Shaun C. Kelley,0.377457508379371,male,BofA Global Research,"('WYNN', '2020 q1')",0.0
39160,MAR,2020 q1,2530,0.4825023399029495,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('MAR', '2020 q1')",0.973613440990448
39161,MCD,2020 q1,2530,0.4883383655618795,SADIF Research,0.9826389847638928,Not a person,Sadif Analytics Prime,"('MCD', '2020 q1')",0.9791502952575684
39162,NCLH,2020 q1,2530,0.7579475258537138,SADIF Research,0.9624274246335462,Not a person,Sadif Analytics Prime,"('NCLH', '2020 q1')",0.9697802066802979
39163,WYNN,2020 q1,2530,0.5302297003414682,SADIF Research,0.9815524787623372,Not a person,Sadif Analytics Prime,"('WYNN', '2020 q1')",0.9652905464172363
39164,YUM,2020 q1,2530,0.4389735613501576,SADIF Research,0.9617263868387508,Not a person,Sadif Analytics Prime,"('YUM', '2020 q1')",0.9319490194320679
39165,MCD,2020 q1,2530,0.4883383655618795,Travis Harbauer,0.1488287948181946,male,Wolfe Research,"('MCD', '2020 q1')",0.0
39166,MGM,2020 q1,2530,0.3590245847729615,Joseph Stauff,0.4453321759364676,male,Susquehanna Financial Group LLLP,"('MGM', '2020 q1')",0.005049922503530979
39167,MGM,2020 q1,2530,0.3590245847729615,Mr. Neal D. Dingmann,0.1590457244326896,male,SunTrust Robinson Humphrey Capital Markets,"('MGM', '2020 q1')",0.0
39168,MGM,2020 q1,2530,0.3590245847729615,James F. Kayler,0.1521349123541971,male,BofA Global Research,"('MGM', '2020 q1')",0.0
39169,MGM,2020 q1,2530,0.3590245847729615,Felicia R. R. Hendrix,0.2735909503850419,female,Barclays,"('MGM', '2020 q1')",0.0
39170,NCLH,2020 q1,2530,0.7579475258537138,"Ms. Jaime M. M. Katz, CFA",0.6554431921283167,female,"Morningstar, Inc.","('NCLH', '2020 q1')",0.004166666883975267
39171,RCL,2020 q1,2530,0.5628835587694637,"Ms. Jaime M. M. Katz, CFA",0.6626223356143986,female,"Morningstar, Inc.","('RCL', '2020 q1')",0.002930118702352047
39172,NCLH,2020 q1,2530,0.7579475258537138,"Mr. James L. Hardiman, CFA",0.534012964916731,male,Wedbush Securities Inc.,"('NCLH', '2020 q1')",0.0
39173,RCL,2020 q1,2530,0.5628835587694637,"Mr. James L. Hardiman, CFA",0.2426525460093632,male,Wedbush Securities Inc.,"('RCL', '2020 q1')",0.0
39174,NCLH,2020 q1,2530,0.7579475258537138,"Andrew G. Didora, CFA",0.6715068950642685,male,BofA Global Research,"('NCLH', '2020 q1')",0.01937788911163807
39175,RCL,2020 q1,2530,0.5628835587694637,Chris J. Woronka,0.6177898831122303,male,Deutsche Bank,"('RCL', '2020 q1')",0.00559131009504199
39176,RCL,2020 q1,2530,0.5628835587694637,Jamie D. Rollo,0.4713450040864665,female,Morgan Stanley,"('RCL', '2020 q1')",0.0
39177,RCL,2020 q1,2530,0.5628835587694637,"Daniel J. McKenzie, CFA",0.2142088090478471,male,The Buckingham Research Group,"('RCL', '2020 q1')",0.0
39178,SBUX,2020 q1,2530,0.4318987116140522,Mr. James Rutherford,0.25661085039584,male,Stephens Inc.,"('SBUX', '2020 q1')",0.0
39179,CCL,2020 q2,2530,0.0,"Timothy A. Conder, CPA",,male,"Wells Fargo Securities, LLC","('CCL', '2020 q2')",0.0009732928127050399
39180,CMG,2020 q2,2530,0.3379314873038574,Mr. Nick Setyan,0.4482118614233402,male,Wedbush Securities Inc.,"('CMG', '2020 q2')",0.0
39181,DPZ,2020 q2,2530,0.4318038424832428,Mr. Nick Setyan,0.4962987958398797,male,Wedbush Securities Inc.,"('DPZ', '2020 q2')",0.0
39182,SBUX,2020 q2,2530,0.5862249336888568,Mr. Nick Setyan,0.4903970288547675,male,Wedbush Securities Inc.,"('SBUX', '2020 q2')",0.0
39183,CMG,2020 q2,2530,0.3379314873038574,"Tuna N. Amobi, CFA",0.5402903456221599,male,CFRA Equity Research,"('CMG', '2020 q2')",0.0
39184,DPZ,2020 q2,2530,0.4318038424832428,"Tuna N. Amobi, CFA",0.4685373974836564,male,CFRA Equity Research,"('DPZ', '2020 q2')",0.0
39185,DRI,2020 q2,2530,0.4136520172441011,"Tuna N. Amobi, CFA",0.604560803158525,male,CFRA Equity Research,"('DRI', '2020 q2')",0.0
39186,HLT,2020 q2,2530,0.4475490628870213,"Tuna N. Amobi, CFA",0.65114874188437,male,CFRA Equity Research,"('HLT', '2020 q2')",0.0
39187,LVS,2020 q2,2530,0.3195848541486429,"Tuna N. Amobi, CFA",0.4189017309771747,male,CFRA Equity Research,"('LVS', '2020 q2')",0.0
39188,MAR,2020 q2,2530,0.4896977638186431,"Tuna N. Amobi, CFA",0.6309139919225599,male,CFRA Equity Research,"('MAR', '2020 q2')",0.0
39189,MCD,2020 q2,2530,0.4618063349842385,"Tuna N. Amobi, CFA",0.6277132017021424,male,CFRA Equity Research,"('MCD', '2020 q2')",0.0
39190,MGM,2020 q2,2530,0.3900629325247144,"Tuna N. Amobi, CFA",0.465458802585672,male,CFRA Equity Research,"('MGM', '2020 q2')",0.0
39191,NCLH,2020 q2,2530,0.6995408058803806,"Tuna N. Amobi, CFA",0.7066292573406026,male,CFRA Equity Research,"('NCLH', '2020 q2')",0.0
39192,RCL,2020 q2,2530,0.863235867737212,"Tuna N. Amobi, CFA",0.7813999558825679,male,CFRA Equity Research,"('RCL', '2020 q2')",0.0
39193,SBUX,2020 q2,2530,0.5862249336888568,"Tuna N. Amobi, CFA",0.6325933037872224,male,CFRA Equity Research,"('SBUX', '2020 q2')",0.0
39194,WYNN,2020 q2,2530,0.4614253902607069,"Tuna N. Amobi, CFA",0.5039778844749521,male,CFRA Equity Research,"('WYNN', '2020 q2')",0.0
39195,YUM,2020 q2,2530,0.4309648084894982,"Tuna N. Amobi, CFA",0.5450996510167267,male,CFRA Equity Research,"('YUM', '2020 q2')",0.0
39196,CMG,2020 q2,2530,0.3379314873038574,Mr. Jon M. Tower,0.0804250133728985,male,"Wells Fargo Securities, LLC","('CMG', '2020 q2')",0.0
39197,DPZ,2020 q2,2530,0.4318038424832428,Mr. Jon M. Tower,0.1079694249103336,male,"Wells Fargo Securities, LLC","('DPZ', '2020 q2')",0.0
39198,MCD,2020 q2,2530,0.4618063349842385,Mr. Jon M. Tower,0.100041595438079,male,"Wells Fargo Securities, LLC","('MCD', '2020 q2')",0.0037282006815075874
39199,YUM,2020 q2,2530,0.4309648084894982,Mr. Jon M. Tower,0.2149589999337792,male,"Wells Fargo Securities, LLC","('YUM', '2020 q2')",0.0
39200,CMG,2020 q2,2530,0.3379314873038574,"Mr. R.J. J. Hottovy, Jr",0.3580780040379085,male,"Morningstar, Inc.","('CMG', '2020 q2')",0.0
39201,DPZ,2020 q2,2530,0.4318038424832428,"Mr. R.J. J. Hottovy, Jr",0.3485885820403573,male,"Morningstar, Inc.","('DPZ', '2020 q2')",0.0029568125028163195
39202,DRI,2020 q2,2530,0.4136520172441011,"Mr. R.J. J. Hottovy, Jr",0.4329802647663746,male,"Morningstar, Inc.","('DRI', '2020 q2')",0.0
39203,MCD,2020 q2,2530,0.4618063349842385,"Mr. R.J. J. Hottovy, Jr",0.4031447290828684,male,"Morningstar, Inc.","('MCD', '2020 q2')",0.0
39204,SBUX,2020 q2,2530,0.5862249336888568,"Mr. R.J. J. Hottovy, Jr",0.4475484272020968,male,"Morningstar, Inc.","('SBUX', '2020 q2')",0.0
39205,YUM,2020 q2,2530,0.4309648084894982,"Mr. R.J. J. Hottovy, Jr",0.3483140835898327,male,"Morningstar, Inc.","('YUM', '2020 q2')",0.0
39206,CMG,2020 q2,2530,0.3379314873038574,Mr. Andy M. Barish,0.1169549619052832,male,Jefferies,"('CMG', '2020 q2')",0.0
39207,SBUX,2020 q2,2530,0.5862249336888568,Mr. Andy M. Barish,0.1504671151593107,male,Jefferies,"('SBUX', '2020 q2')",0.0
39208,CMG,2020 q2,2530,0.3379314873038574,Gregory Francfort,0.2832061833543774,male,BofA Global Research,"('CMG', '2020 q2')",0.020293084904551506
39209,DPZ,2020 q2,2530,0.4318038424832428,Gregory Francfort,0.1802361035225204,male,BofA Global Research,"('DPZ', '2020 q2')",0.0
39210,DRI,2020 q2,2530,0.4136520172441011,Gregory Francfort,0.3645419246401079,male,BofA Global Research,"('DRI', '2020 q2')",0.0
39211,MCD,2020 q2,2530,0.4618063349842385,Gregory Francfort,0.3163402139148564,male,BofA Global Research,"('MCD', '2020 q2')",0.0
39212,SBUX,2020 q2,2530,0.5862249336888568,Gregory Francfort,0.647181559218151,male,BofA Global Research,"('SBUX', '2020 q2')",0.03333333507180214
39213,YUM,2020 q2,2530,0.4309648084894982,Gregory Francfort,0.3281112223064992,male,BofA Global Research,"('YUM', '2020 q2')",0.0
39214,CMG,2020 q2,2530,0.3379314873038574,Mr. Gregory R. Badishkanian,0.0895904372417232,male,Wolfe Research,"('CMG', '2020 q2')",0.0
39215,DPZ,2020 q2,2530,0.4318038424832428,Mr. Gregory R. Badishkanian,0.1046991730228395,male,Wolfe Research,"('DPZ', '2020 q2')",0.0
39216,DRI,2020 q2,2530,0.4136520172441011,Mr. Gregory R. Badishkanian,0.1002789917217813,male,Wolfe Research,"('DRI', '2020 q2')",0.0
39217,SBUX,2020 q2,2530,0.5862249336888568,Mr. Gregory R. Badishkanian,0.1980290084258113,male,Wolfe Research,"('SBUX', '2020 q2')",0.0
39218,YUM,2020 q2,2530,0.4309648084894982,Mr. Gregory R. Badishkanian,0.1456600889702969,male,Wolfe Research,"('YUM', '2020 q2')",0.0
39219,CMG,2020 q2,2530,0.3379314873038574,Ms. Lauren Silberman,0.3186085102245988,female,Credit Suisse,"('CMG', '2020 q2')",0.0
39220,DPZ,2020 q2,2530,0.4318038424832428,Ms. Lauren Silberman,0.2760852793724961,female,Credit Suisse,"('DPZ', '2020 q2')",0.0
39221,MCD,2020 q2,2530,0.4618063349842385,Ms. Lauren Silberman,0.2937312936012313,female,Credit Suisse,"('MCD', '2020 q2')",0.0
39222,SBUX,2020 q2,2530,0.5862249336888568,Ms. Lauren Silberman,0.3260839035668206,female,Credit Suisse,"('SBUX', '2020 q2')",0.0
39223,YUM,2020 q2,2530,0.4309648084894982,Ms. Lauren Silberman,0.2230992486766569,female,Credit Suisse,"('YUM', '2020 q2')",0.0
39224,CMG,2020 q2,2530,0.3379314873038574,Mr. David S. Palmer,0.0726779800479566,male,EVERCORE ISI,"('CMG', '2020 q2')",0.0
39225,MCD,2020 q2,2530,0.4618063349842385,Mr. David S. Palmer,0.1038483378116977,male,EVERCORE ISI,"('MCD', '2020 q2')",0.0
39226,CMG,2020 q2,2530,0.3379314873038574,"Mr. Brian H. Mullan, CFA",0.0564295226678328,male,Deutsche Bank,"('CMG', '2020 q2')",0.0
39227,DPZ,2020 q2,2530,0.4318038424832428,"Mr. Brian H. Mullan, CFA",0.0894767076182097,male,Deutsche Bank,"('DPZ', '2020 q2')",0.0
39228,MCD,2020 q2,2530,0.4618063349842385,"Mr. Brian H. Mullan, CFA",0.6100644609625581,male,Deutsche Bank,"('MCD', '2020 q2')",0.0
39229,YUM,2020 q2,2530,0.4309648084894982,"Mr. Brian H. Mullan, CFA",0.1246037365894729,male,Deutsche Bank,"('YUM', '2020 q2')",0.0
39230,CMG,2020 q2,2530,0.3379314873038574,Mr. John S. Glass,0.2310150422147336,male,Morgan Stanley,"('CMG', '2020 q2')",0.0
39231,DPZ,2020 q2,2530,0.4318038424832428,Mr. John S. Glass,0.2482582243460077,male,Morgan Stanley,"('DPZ', '2020 q2')",0.007688350509852171
39232,DRI,2020 q2,2530,0.4136520172441011,Mr. John S. Glass,0.2054559284520106,male,Morgan Stanley,"('DRI', '2020 q2')",0.0
39233,MCD,2020 q2,2530,0.4618063349842385,Mr. John S. Glass,0.2082229695189789,male,Morgan Stanley,"('MCD', '2020 q2')",0.008182120509445667
39234,SBUX,2020 q2,2530,0.5862249336888568,Mr. John S. Glass,0.3705720817065763,male,Morgan Stanley,"('SBUX', '2020 q2')",0.0
39235,YUM,2020 q2,2530,0.4309648084894982,Mr. John S. Glass,0.1606779865350796,male,Morgan Stanley,"('YUM', '2020 q2')",0.0
39236,CMG,2020 q2,2530,0.3379314873038574,Mr. Jake Bartlett,0.1266837531044939,male,SunTrust Robinson Humphrey Capital Markets,"('CMG', '2020 q2')",0.0
39237,DRI,2020 q2,2530,0.4136520172441011,Mr. Jake Bartlett,0.1226314623506102,male,SunTrust Robinson Humphrey Capital Markets,"('DRI', '2020 q2')",0.0
39238,MCD,2020 q2,2530,0.4618063349842385,Mr. Jake Bartlett,0.096872415388024,male,SunTrust Robinson Humphrey Capital Markets,"('MCD', '2020 q2')",0.040432997047901154
39239,CMG,2020 q2,2530,0.3379314873038574,Mr. Peter M. Saleh,0.0778383425137236,male,BTIG,"('CMG', '2020 q2')",0.0
39240,DPZ,2020 q2,2530,0.4318038424832428,Mr. Peter M. Saleh,0.0974478064201646,male,BTIG,"('DPZ', '2020 q2')",0.0
39241,DRI,2020 q2,2530,0.4136520172441011,Mr. Peter M. Saleh,0.1469943418768028,male,BTIG,"('DRI', '2020 q2')",0.0
39242,MCD,2020 q2,2530,0.4618063349842385,Mr. Peter M. Saleh,0.1174279356212642,male,BTIG,"('MCD', '2020 q2')",0.01021168939769268
39243,SBUX,2020 q2,2530,0.5862249336888568,Mr. Peter M. Saleh,0.2274194783450866,male,BTIG,"('SBUX', '2020 q2')",0.0
39244,CMG,2020 q2,2530,0.3379314873038574,Nicole Miller Regan,0.1533283038649741,female,Piper Sandler Companies,"('CMG', '2020 q2')",0.0
39245,MCD,2020 q2,2530,0.4618063349842385,Nicole Miller Regan,0.6938223690769602,female,Piper Sandler Companies,"('MCD', '2020 q2')",0.0
39246,SBUX,2020 q2,2530,0.5862249336888568,Nicole Miller Regan,0.7587336183089922,female,Piper Sandler Companies,"('SBUX', '2020 q2')",0.0
39247,CMG,2020 q2,2530,0.3379314873038574,"Mr. Brian Bittner, CFA",0.1395363685968046,male,"Oppenheimer & Co., Inc.","('CMG', '2020 q2')",0.0
39248,DPZ,2020 q2,2530,0.4318038424832428,"Mr. Brian Bittner, CFA",0.1046851266481114,male,"Oppenheimer & Co., Inc.","('DPZ', '2020 q2')",0.0
39249,DRI,2020 q2,2530,0.4136520172441011,"Mr. Brian Bittner, CFA",0.201243532597703,male,"Oppenheimer & Co., Inc.","('DRI', '2020 q2')",0.0
39250,MCD,2020 q2,2530,0.4618063349842385,"Mr. Brian Bittner, CFA",0.195004005105788,male,"Oppenheimer & Co., Inc.","('MCD', '2020 q2')",0.0
39251,SBUX,2020 q2,2530,0.5862249336888568,"Mr. Brian Bittner, CFA",0.2231695532416327,male,"Oppenheimer & Co., Inc.","('SBUX', '2020 q2')",0.0
39252,CMG,2020 q2,2530,0.3379314873038574,Mr. Christopher E. Carril,0.1076935014392772,male,RBC Capital Markets,"('CMG', '2020 q2')",0.02934201806783676
39253,DPZ,2020 q2,2530,0.4318038424832428,Mr. Christopher E. Carril,0.6939986963522418,male,RBC Capital Markets,"('DPZ', '2020 q2')",0.03333333507180214
39254,DRI,2020 q2,2530,0.4136520172441011,Mr. Christopher E. Carril,0.132157715672332,male,RBC Capital Markets,"('DRI', '2020 q2')",0.0
39255,MCD,2020 q2,2530,0.4618063349842385,Mr. Christopher E. Carril,0.2036929195456849,male,RBC Capital Markets,"('MCD', '2020 q2')",0.0
39256,SBUX,2020 q2,2530,0.5862249336888568,Mr. Christopher E. Carril,0.2674669053179218,male,RBC Capital Markets,"('SBUX', '2020 q2')",0.0
39257,YUM,2020 q2,2530,0.4309648084894982,Mr. Christopher E. Carril,0.7177017964966599,male,RBC Capital Markets,"('YUM', '2020 q2')",0.03333333507180214
39258,CMG,2020 q2,2530,0.3379314873038574,"Mr. Andrew M. Charles, CFA",0.3864605961168713,male,Cowen and Company,"('CMG', '2020 q2')",0.0
39259,DPZ,2020 q2,2530,0.4318038424832428,"Mr. Andrew M. Charles, CFA",0.5894481245129546,male,Cowen and Company,"('DPZ', '2020 q2')",0.0
39260,DRI,2020 q2,2530,0.4136520172441011,"Mr. Andrew M. Charles, CFA",0.6176078904474819,male,Cowen and Company,"('DRI', '2020 q2')",0.0
39261,MCD,2020 q2,2530,0.4618063349842385,"Mr. Andrew M. Charles, CFA",0.4885721011733547,male,Cowen and Company,"('MCD', '2020 q2')",0.0
39262,SBUX,2020 q2,2530,0.5862249336888568,"Mr. Andrew M. Charles, CFA",0.521762665156343,male,Cowen and Company,"('SBUX', '2020 q2')",0.0
39263,DPZ,2020 q2,2530,0.4318038424832428,Jeffrey A. A. Bernstein,0.4387060502675,male,Barclays,"('DPZ', '2020 q2')",0.0
39264,MCD,2020 q2,2530,0.4618063349842385,Jeffrey A. A. Bernstein,0.2334174794972461,male,Barclays,"('MCD', '2020 q2')",0.0
39265,SBUX,2020 q2,2530,0.5862249336888568,Jeffrey A. A. Bernstein,0.8539622108779567,male,Barclays,"('SBUX', '2020 q2')",0.0
39266,DPZ,2020 q2,2530,0.4318038424832428,Mr. Matthew J. DiFrisco,0.1289317634842489,male,Guggenheim Securities LLC,"('DPZ', '2020 q2')",0.03452290967106819
39267,DPZ,2020 q2,2530,0.4318038424832428,Mr. Brett Levy,0.1207138863452884,male,MKM Partners,"('DPZ', '2020 q2')",0.04320346936583519
39268,DRI,2020 q2,2530,0.4136520172441011,Mr. Brett Levy,0.2051106589764667,male,MKM Partners,"('DRI', '2020 q2')",0.04409341886639595
39269,MCD,2020 q2,2530,0.4618063349842385,Mr. Brett Levy,0.1758136684401781,male,MKM Partners,"('MCD', '2020 q2')",0.036434322595596313
39270,SBUX,2020 q2,2530,0.5862249336888568,Mr. Brett Levy,0.2306770619198469,male,MKM Partners,"('SBUX', '2020 q2')",0.05431114602833986
39271,HLT,2020 q2,2530,0.4475490628870213,Jared Shojaian,0.3025631908436557,male,Wolfe Research,"('HLT', '2020 q2')",0.0
39272,LVS,2020 q2,2530,0.3195848541486429,Jared Shojaian,0.2282119152746234,male,Wolfe Research,"('LVS', '2020 q2')",0.0
39273,MAR,2020 q2,2530,0.4896977638186431,Jared Shojaian,0.3433496217645365,male,Wolfe Research,"('MAR', '2020 q2')",0.0
39274,WYNN,2020 q2,2530,0.4614253902607069,Jared Shojaian,0.4943295944238259,male,Wolfe Research,"('WYNN', '2020 q2')",0.01666666753590107
39275,HLT,2020 q2,2530,0.4475490628870213,Mr. Dan Wasiolek,0.3972858178642518,male,"Morningstar, Inc.","('HLT', '2020 q2')",0.01666666753590107
39276,LVS,2020 q2,2530,0.3195848541486429,Mr. Dan Wasiolek,0.3458734766149131,male,"Morningstar, Inc.","('LVS', '2020 q2')",0.008333333767950535
39277,MAR,2020 q2,2530,0.4896977638186431,Mr. Dan Wasiolek,0.4131977354624118,male,"Morningstar, Inc.","('MAR', '2020 q2')",0.011111111690600714
39278,MGM,2020 q2,2530,0.3900629325247144,Mr. Dan Wasiolek,0.3762568681125748,male,"Morningstar, Inc.","('MGM', '2020 q2')",0.011111111690600714
39279,WYNN,2020 q2,2530,0.4614253902607069,Mr. Dan Wasiolek,0.4344553132344134,male,"Morningstar, Inc.","('WYNN', '2020 q2')",0.0
39280,HLT,2020 q2,2530,0.4475490628870213,Thomas G. Allen,0.3550391994200209,male,Morgan Stanley,"('HLT', '2020 q2')",0.0
39281,LVS,2020 q2,2530,0.3195848541486429,Thomas G. Allen,0.1986184776678833,male,Morgan Stanley,"('LVS', '2020 q2')",0.0
39282,MGM,2020 q2,2530,0.3900629325247144,Thomas G. Allen,0.2408662276148077,male,Morgan Stanley,"('MGM', '2020 q2')",0.0
39283,HLT,2020 q2,2530,0.4475490628870213,"Mr. Wes K. Golladay, CFA",0.2218597109018923,male,RBC Capital Markets,"('HLT', '2020 q2')",0.0
39284,HLT,2020 q2,2530,0.4475490628870213,David Katz,0.3643941212409848,male,Jefferies,"('HLT', '2020 q2')",0.010082187596708536
39285,LVS,2020 q2,2530,0.3195848541486429,David Katz,0.140642520411025,male,Jefferies,"('LVS', '2020 q2')",0.0
39286,MAR,2020 q2,2530,0.4896977638186431,David Katz,0.3744994723835311,male,Jefferies,"('MAR', '2020 q2')",0.0
39287,MGM,2020 q2,2530,0.3900629325247144,David Katz,0.1654627530126583,male,Jefferies,"('MGM', '2020 q2')",0.0
39288,WYNN,2020 q2,2530,0.4614253902607069,David Katz,0.2754887418512859,male,Jefferies,"('WYNN', '2020 q2')",0.0
39289,HLT,2020 q2,2530,0.4475490628870213,Mr. Anthony F. F. Powell,0.2365340579633404,male,Barclays,"('HLT', '2020 q2')",0.011525977402925491
39290,HLT,2020 q2,2530,0.4475490628870213,C. Patrick Scholes,0.1628928336767031,male,SunTrust Robinson Humphrey Capital Markets,"('HLT', '2020 q2')",0.0
39291,NCLH,2020 q2,2530,0.6995408058803806,C. Patrick Scholes,0.4496655805457039,male,SunTrust Robinson Humphrey Capital Markets,"('NCLH', '2020 q2')",0.02945769391953945
39292,HRB,2020 q2,2530,0.0,Mr. Jeffrey D. Goldstein,,male,Morgan Stanley,"('HRB', '2020 q2')",0.0
39293,LVS,2020 q2,2530,0.3195848541486429,Mr. Ben J. Combes,0.1693290020089099,male,Credit Suisse,"('LVS', '2020 q2')",0.0
39294,LVS,2020 q2,2530,0.3195848541486429,Mr. David Bain,0.0996246096492093,male,"Roth Capital Partners, Inc.","('LVS', '2020 q2')",0.0
39295,LVS,2020 q2,2530,0.3195848541486429,Research Department,0.2509528363997786,Not a person,Trefis,"('LVS', '2020 q2')",0.0
39296,MAR,2020 q2,2530,0.4896977638186431,Mr. Carlo H. Santarelli,0.3306569798160348,male,Deutsche Bank,"('MAR', '2020 q2')",0.0
39297,MGM,2020 q2,2530,0.3900629325247144,Mr. Carlo H. Santarelli,0.1519162595803136,male,Deutsche Bank,"('MGM', '2020 q2')",0.0
39298,WYNN,2020 q2,2530,0.4614253902607069,Mr. Carlo H. Santarelli,0.2415249442560461,male,Deutsche Bank,"('WYNN', '2020 q2')",0.0
39299,MGM,2020 q2,2530,0.3900629325247144,Felicia R. R. Hendrix,0.4647797951589111,female,Barclays,"('MGM', '2020 q2')",0.0
39300,NCLH,2020 q2,2530,0.6995408058803806,"Ms. Jaime M. M. Katz, CFA",0.6464971311068199,female,"Morningstar, Inc.","('NCLH', '2020 q2')",0.0
39301,RCL,2020 q2,2530,0.863235867737212,"Ms. Jaime M. M. Katz, CFA",0.7743799958313604,female,"Morningstar, Inc.","('RCL', '2020 q2')",0.0
39302,NCLH,2020 q2,2530,0.6995408058803806,Chris J. Woronka,0.8375260287402563,male,Deutsche Bank,"('NCLH', '2020 q2')",0.0
39303,RCL,2020 q2,2530,0.863235867737212,Chris J. Woronka,0.8654465616365008,male,Deutsche Bank,"('RCL', '2020 q2')",0.0
39304,NCLH,2020 q2,2530,0.6995408058803806,"Andrew G. Didora, CFA",0.6288781963430355,male,BofA Global Research,"('NCLH', '2020 q2')",0.018362469971179962
39305,NCLH,2020 q2,2530,0.6995408058803806,Mr. Benjamin Chaiken,0.3984835113055125,male,Credit Suisse,"('NCLH', '2020 q2')",0.0
39306,RCL,2020 q2,2530,0.863235867737212,SADIF Research,0.9986405973022056,Not a person,Sadif Analytics Prime,"('RCL', '2020 q2')",0.9603097438812256
39307,RCL,2020 q2,2530,0.863235867737212,"Ms. Sharon M. Zackfia, CFA",0.6705624448716877,female,William Blair & Company,"('RCL', '2020 q2')",0.0
39308,SBUX,2020 q2,2530,0.5862249336888568,"Ms. Sharon M. Zackfia, CFA",0.1961873755046703,female,William Blair & Company,"('SBUX', '2020 q2')",0.0
39309,WYNN,2020 q2,2530,0.4614253902607069,Shaun C. Kelley,0.299417874515478,male,BofA Global Research,"('WYNN', '2020 q2')",0.0
39310,APA,2019 q4,1010,0.3679782303411673,William Featherston,0.328183560365975,male,Credit Suisse,"('APA', '2019 q4')",0.0
39311,COG,2019 q4,1010,0.4890290710845409,William Featherston,0.1350755437654645,male,Credit Suisse,"('COG', '2019 q4')",0.0
39312,COP,2019 q4,1010,0.4142628765522529,William Featherston,0.2236425083205402,male,Credit Suisse,"('COP', '2019 q4')",0.0
39313,CVX,2019 q4,1010,0.5795259698274359,William Featherston,0.1444804445796095,male,Credit Suisse,"('CVX', '2019 q4')",0.0
39314,DVN,2019 q4,1010,0.5130666593422649,William Featherston,0.2182760890444582,male,Credit Suisse,"('DVN', '2019 q4')",0.0
39315,NBL,2019 q4,1010,0.3861282394933648,William Featherston,0.0924746502554763,male,Credit Suisse,"('NBL', '2019 q4')",0.0
39316,OXY,2019 q4,1010,0.4195696178605138,William Featherston,0.2089368988684157,male,Credit Suisse,"('OXY', '2019 q4')",0.0
39317,APA,2019 q4,1010,0.3679782303411673,Mr. Neal D. Dingmann,0.1244686992226038,male,SunTrust Robinson Humphrey Capital Markets,"('APA', '2019 q4')",0.0067284417649110155
39318,CXO,2019 q4,1010,0.282629976203419,Mr. Neal D. Dingmann,0.053983379249641,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2019 q4')",0.0
39319,DVN,2019 q4,1010,0.5130666593422649,Mr. Neal D. Dingmann,0.1472164300906157,male,SunTrust Robinson Humphrey Capital Markets,"('DVN', '2019 q4')",0.009296995587646961
39320,EOG,2019 q4,1010,0.2594089358080466,Mr. Neal D. Dingmann,0.1160971853690622,male,SunTrust Robinson Humphrey Capital Markets,"('EOG', '2019 q4')",0.008627824485301971
39321,FANG,2019 q4,1010,0.4926133651800609,Mr. Neal D. Dingmann,0.108124046032483,male,SunTrust Robinson Humphrey Capital Markets,"('FANG', '2019 q4')",0.0
39322,MRO,2019 q4,1010,0.52284082597934,Mr. Neal D. Dingmann,0.2018038889221868,male,SunTrust Robinson Humphrey Capital Markets,"('MRO', '2019 q4')",0.0
39323,OXY,2019 q4,1010,0.4195696178605138,Mr. Neal D. Dingmann,0.2064168637820207,male,SunTrust Robinson Humphrey Capital Markets,"('OXY', '2019 q4')",0.013102991506457329
39324,PXD,2019 q4,1010,0.3427163360348536,Mr. Neal D. Dingmann,0.0793884533331978,male,SunTrust Robinson Humphrey Capital Markets,"('PXD', '2019 q4')",0.0
39325,APA,2019 q4,1010,0.3679782303411673,"Mr. Dave Meats, CFA",0.3145083578029811,male,"Morningstar, Inc.","('APA', '2019 q4')",0.0
39326,COG,2019 q4,1010,0.4890290710845409,"Mr. Dave Meats, CFA",0.3111549309020486,male,"Morningstar, Inc.","('COG', '2019 q4')",0.0
39327,CXO,2019 q4,1010,0.282629976203419,"Mr. Dave Meats, CFA",0.3974094679343042,male,"Morningstar, Inc.","('CXO', '2019 q4')",0.0
39328,DVN,2019 q4,1010,0.5130666593422649,"Mr. Dave Meats, CFA",0.2472691236174578,male,"Morningstar, Inc.","('DVN', '2019 q4')",0.0
39329,EOG,2019 q4,1010,0.2594089358080466,"Mr. Dave Meats, CFA",0.3575592814427909,male,"Morningstar, Inc.","('EOG', '2019 q4')",0.0
39330,FANG,2019 q4,1010,0.4926133651800609,"Mr. Dave Meats, CFA",0.3768598759923025,male,"Morningstar, Inc.","('FANG', '2019 q4')",0.0
39331,HES,2019 q4,1010,0.4671757402944655,"Mr. Dave Meats, CFA",0.3851868769992349,male,"Morningstar, Inc.","('HES', '2019 q4')",0.0
39332,MRO,2019 q4,1010,0.52284082597934,"Mr. Dave Meats, CFA",0.4525902338378397,male,"Morningstar, Inc.","('MRO', '2019 q4')",0.006664787419140339
39333,NBL,2019 q4,1010,0.3861282394933648,"Mr. Dave Meats, CFA",0.5868153938116325,male,"Morningstar, Inc.","('NBL', '2019 q4')",0.0
39334,OXY,2019 q4,1010,0.4195696178605138,"Mr. Dave Meats, CFA",0.4355870514164193,male,"Morningstar, Inc.","('OXY', '2019 q4')",0.002500917762517929
39335,PXD,2019 q4,1010,0.3427163360348536,"Mr. Dave Meats, CFA",0.2149322309325886,male,"Morningstar, Inc.","('PXD', '2019 q4')",0.0
39336,APA,2019 q4,1010,0.3679782303411673,Mr. Doug G. Leggate,0.0797172939064352,male,BofA Global Research,"('APA', '2019 q4')",0.011111111690600714
39337,COG,2019 q4,1010,0.4890290710845409,Mr. Doug G. Leggate,0.2652595475975289,male,BofA Global Research,"('COG', '2019 q4')",0.0
39338,COP,2019 q4,1010,0.4142628765522529,Mr. Doug G. Leggate,0.4774406817486842,male,BofA Global Research,"('COP', '2019 q4')",0.0
39339,CVX,2019 q4,1010,0.5795259698274359,Mr. Doug G. Leggate,0.1431841265373108,male,BofA Global Research,"('CVX', '2019 q4')",0.0
39340,CXO,2019 q4,1010,0.282629976203419,Mr. Doug G. Leggate,0.1814322742215608,male,BofA Global Research,"('CXO', '2019 q4')",0.0
39341,DVN,2019 q4,1010,0.5130666593422649,Mr. Doug G. Leggate,0.1641640241357546,male,BofA Global Research,"('DVN', '2019 q4')",0.0
39342,EOG,2019 q4,1010,0.2594089358080466,Mr. Doug G. Leggate,0.1465935111476521,male,BofA Global Research,"('EOG', '2019 q4')",0.012573826126754284
39343,HES,2019 q4,1010,0.4671757402944655,Mr. Doug G. Leggate,0.1598164052163692,male,BofA Global Research,"('HES', '2019 q4')",0.026746480725705624
39344,MPC,2019 q4,1010,0.5348468299848192,Mr. Doug G. Leggate,0.3307975304327197,male,BofA Global Research,"('MPC', '2019 q4')",0.0
39345,NBL,2019 q4,1010,0.3861282394933648,Mr. Doug G. Leggate,0.3173832323280691,male,BofA Global Research,"('NBL', '2019 q4')",0.0
39346,PSX,2019 q4,1010,0.5267031798606856,Mr. Doug G. Leggate,0.3300318020215029,male,BofA Global Research,"('PSX', '2019 q4')",0.0
39347,PXD,2019 q4,1010,0.3427163360348536,Mr. Doug G. Leggate,0.3515968983758348,male,BofA Global Research,"('PXD', '2019 q4')",0.0
39348,XOM,2019 q4,1010,0.3964651666165916,Mr. Doug G. Leggate,0.269681313181503,male,BofA Global Research,"('XOM', '2019 q4')",0.023692735470831394
39349,APA,2019 q4,1010,0.3679782303411673,Mr. John J. Gerdes,0.1176429757587384,male,MKM Partners,"('APA', '2019 q4')",0.0
39350,COG,2019 q4,1010,0.4890290710845409,Mr. John J. Gerdes,0.1696100853429853,male,MKM Partners,"('COG', '2019 q4')",0.0
39351,COP,2019 q4,1010,0.4142628765522529,Mr. John J. Gerdes,0.1322467919224763,male,MKM Partners,"('COP', '2019 q4')",0.0
39352,CXO,2019 q4,1010,0.282629976203419,Mr. John J. Gerdes,0.1119586162682846,male,MKM Partners,"('CXO', '2019 q4')",0.0
39353,DVN,2019 q4,1010,0.5130666593422649,Mr. John J. Gerdes,0.1449641549143038,male,MKM Partners,"('DVN', '2019 q4')",0.0
39354,EOG,2019 q4,1010,0.2594089358080466,Mr. John J. Gerdes,0.0987826979948121,male,MKM Partners,"('EOG', '2019 q4')",0.013219062238931656
39355,FANG,2019 q4,1010,0.4926133651800609,Mr. John J. Gerdes,0.121320136737004,male,MKM Partners,"('FANG', '2019 q4')",0.0
39356,HES,2019 q4,1010,0.4671757402944655,Mr. John J. Gerdes,0.1594650145781649,male,MKM Partners,"('HES', '2019 q4')",0.0
39357,NBL,2019 q4,1010,0.3861282394933648,Mr. John J. Gerdes,0.1191685134090543,male,MKM Partners,"('NBL', '2019 q4')",0.0
39358,PXD,2019 q4,1010,0.3427163360348536,Mr. John J. Gerdes,0.1120651285258084,male,MKM Partners,"('PXD', '2019 q4')",0.0
39359,APA,2019 q4,1010,0.3679782303411673,Jeffrey Stafford,0.6839021476224705,male,"Morningstar, Inc.","('APA', '2019 q4')",0.0
39360,COG,2019 q4,1010,0.4890290710845409,Jeffrey Stafford,0.6692557642859229,male,"Morningstar, Inc.","('COG', '2019 q4')",0.0
39361,DVN,2019 q4,1010,0.5130666593422649,Jeffrey Stafford,0.6969225366421322,male,"Morningstar, Inc.","('DVN', '2019 q4')",0.0
39362,PXD,2019 q4,1010,0.3427163360348536,Jeffrey Stafford,0.7528783608695065,male,"Morningstar, Inc.","('PXD', '2019 q4')",0.0
39363,APA,2019 q4,1010,0.3679782303411673,Mr. Devin J. McDermott,0.0664699132427934,male,Morgan Stanley,"('APA', '2019 q4')",0.006666667014360428
39364,HES,2019 q4,1010,0.4671757402944655,Mr. Devin J. McDermott,0.7308177800768711,male,Morgan Stanley,"('HES', '2019 q4')",0.0
39365,NBL,2019 q4,1010,0.3861282394933648,Mr. Devin J. McDermott,0.732822511381765,male,Morgan Stanley,"('NBL', '2019 q4')",0.0
39366,APA,2019 q4,1010,0.3679782303411673,Mr. Stephen Richardson,0.093768260392332,male,EVERCORE ISI,"('APA', '2019 q4')",0.0
39367,COG,2019 q4,1010,0.4890290710845409,Mr. Stephen Richardson,0.2418616928675519,male,EVERCORE ISI,"('COG', '2019 q4')",0.0
39368,CXO,2019 q4,1010,0.282629976203419,Mr. Stephen Richardson,0.1723979226800012,male,EVERCORE ISI,"('CXO', '2019 q4')",0.0
39369,MRO,2019 q4,1010,0.52284082597934,Mr. Stephen Richardson,0.7640747875787535,male,EVERCORE ISI,"('MRO', '2019 q4')",0.03333333507180214
39370,NBL,2019 q4,1010,0.3861282394933648,Mr. Stephen Richardson,0.1083921987798754,male,EVERCORE ISI,"('NBL', '2019 q4')",0.01461153943091631
39371,APA,2019 q4,1010,0.3679782303411673,Stewart Glickman,0.3836739591847625,male,CFRA Equity Research,"('APA', '2019 q4')",0.0
39372,COG,2019 q4,1010,0.4890290710845409,Stewart Glickman,0.4077444223294432,male,CFRA Equity Research,"('COG', '2019 q4')",0.0
39373,COP,2019 q4,1010,0.4142628765522529,Stewart Glickman,0.3373201551936352,male,CFRA Equity Research,"('COP', '2019 q4')",0.0
39374,CVX,2019 q4,1010,0.5795259698274359,Stewart Glickman,0.4481773307889826,male,CFRA Equity Research,"('CVX', '2019 q4')",0.001739011611789465
39375,CXO,2019 q4,1010,0.282629976203419,Stewart Glickman,0.3896899948383989,male,CFRA Equity Research,"('CXO', '2019 q4')",0.0
39376,DVN,2019 q4,1010,0.5130666593422649,Stewart Glickman,0.4092510139904157,male,CFRA Equity Research,"('DVN', '2019 q4')",0.0
39377,EOG,2019 q4,1010,0.2594089358080466,Stewart Glickman,0.3571298553132469,male,CFRA Equity Research,"('EOG', '2019 q4')",0.0
39378,FANG,2019 q4,1010,0.4926133651800609,Stewart Glickman,0.4178710937847679,male,CFRA Equity Research,"('FANG', '2019 q4')",0.0
39379,HES,2019 q4,1010,0.4671757402944655,Stewart Glickman,0.3893670518531273,male,CFRA Equity Research,"('HES', '2019 q4')",0.0
39380,HFC,2019 q4,1010,0.7340605221277743,Stewart Glickman,0.5590118201133994,male,CFRA Equity Research,"('HFC', '2019 q4')",0.0
39381,KMI,2019 q4,1010,0.5558367849245128,Stewart Glickman,0.4862547174798987,male,CFRA Equity Research,"('KMI', '2019 q4')",0.0
39382,MPC,2019 q4,1010,0.5348468299848192,Stewart Glickman,0.4045073783703989,male,CFRA Equity Research,"('MPC', '2019 q4')",0.0
39383,MRO,2019 q4,1010,0.52284082597934,Stewart Glickman,0.4276650822532205,male,CFRA Equity Research,"('MRO', '2019 q4')",0.0
39384,NBL,2019 q4,1010,0.3861282394933648,Stewart Glickman,0.3447956939509253,male,CFRA Equity Research,"('NBL', '2019 q4')",0.0
39385,OKE,2019 q4,1010,0.3064777644349172,Stewart Glickman,0.3953469898585194,male,CFRA Equity Research,"('OKE', '2019 q4')",0.0
39386,OXY,2019 q4,1010,0.4195696178605138,Stewart Glickman,0.4327217261253297,male,CFRA Equity Research,"('OXY', '2019 q4')",0.01960618421435356
39387,PSX,2019 q4,1010,0.5267031798606856,Stewart Glickman,0.3535392328204651,male,CFRA Equity Research,"('PSX', '2019 q4')",0.0
39388,PXD,2019 q4,1010,0.3427163360348536,Stewart Glickman,0.3207721534482688,male,CFRA Equity Research,"('PXD', '2019 q4')",0.0
39389,VLO,2019 q4,1010,0.341118349599521,Stewart Glickman,0.315717347942749,male,CFRA Equity Research,"('VLO', '2019 q4')",0.0
39390,WMB,2019 q4,1010,0.4823034517687629,Stewart Glickman,0.5258226242791526,male,CFRA Equity Research,"('WMB', '2019 q4')",0.0
39391,XOM,2019 q4,1010,0.3964651666165916,Stewart Glickman,0.4182288737631936,male,CFRA Equity Research,"('XOM', '2019 q4')",0.0
39392,APA,2019 q4,1010,0.3679782303411673,Mr. Josh Silverstein,0.2007535455376637,male,Wolfe Research,"('APA', '2019 q4')",0.0
39393,FANG,2019 q4,1010,0.4926133651800609,Mr. Josh Silverstein,0.2974829869450932,male,Wolfe Research,"('FANG', '2019 q4')",0.0
39394,APA,2019 q4,1010,0.3679782303411673,"Drew E. Venker, CFA",0.3811207606294947,male,Morgan Stanley,"('APA', '2019 q4')",0.0
39395,FANG,2019 q4,1010,0.4926133651800609,"Drew E. Venker, CFA",0.563903356553808,male,Morgan Stanley,"('FANG', '2019 q4')",0.0
39396,APA,2019 q4,1010,0.3679782303411673,Mr. Connor Lynagh,0.1997379975743341,male,Morgan Stanley,"('APA', '2019 q4')",0.0
39397,BKR,2019 q4,1010,0.6019399604326008,Mr. Connor Lynagh,0.4938849490526041,male,Morgan Stanley,"('BKR', '2019 q4')",0.0
39398,HAL,2019 q4,1010,0.5228753437315894,Mr. Connor Lynagh,0.4086459085383679,male,Morgan Stanley,"('HAL', '2019 q4')",0.0
39399,NOV,2019 q4,1010,0.6116680396852927,Mr. Connor Lynagh,0.2533879610050569,male,Morgan Stanley,"('NOV', '2019 q4')",0.0
39400,SLB,2019 q4,1010,0.5776886321122277,Mr. Connor Lynagh,0.2444497441954945,male,Morgan Stanley,"('SLB', '2019 q4')",0.0
39401,APA,2019 q4,1010,0.3679782303411673,Ms. Jeanine C. Wai,0.1627183563962712,female,Barclays,"('APA', '2019 q4')",0.032914988696575165
39402,CVX,2019 q4,1010,0.5795259698274359,Ms. Jeanine C. Wai,0.4935584372527712,female,Barclays,"('CVX', '2019 q4')",0.0
39403,DVN,2019 q4,1010,0.5130666593422649,Ms. Jeanine C. Wai,0.6882604433801776,female,Barclays,"('DVN', '2019 q4')",0.0
39404,BKR,2019 q4,1010,0.6019399604326008,"Mr. Charles P. Minervino, CFA",0.5549222308146852,male,Susquehanna Financial Group LLLP,"('BKR', '2019 q4')",0.0
39405,FTI,2019 q4,1010,0.6361201470491671,"Mr. Charles P. Minervino, CFA",0.7685570253311211,male,Susquehanna Financial Group LLLP,"('FTI', '2019 q4')",0.0
39406,HAL,2019 q4,1010,0.5228753437315894,"Mr. Charles P. Minervino, CFA",0.7706664316362176,male,Susquehanna Financial Group LLLP,"('HAL', '2019 q4')",0.0
39407,HP,2019 q4,1010,0.5199580019962107,"Mr. Charles P. Minervino, CFA",0.7564884990223575,male,Susquehanna Financial Group LLLP,"('HP', '2019 q4')",0.0
39408,NOV,2019 q4,1010,0.6116680396852927,"Mr. Charles P. Minervino, CFA",0.805476851011972,male,Susquehanna Financial Group LLLP,"('NOV', '2019 q4')",0.0
39409,SLB,2019 q4,1010,0.5776886321122277,"Mr. Charles P. Minervino, CFA",0.6991171541711784,male,Susquehanna Financial Group LLLP,"('SLB', '2019 q4')",0.0
39410,BKR,2019 q4,1010,0.6019399604326008,Chris Snyder,0.3019792838263982,male,Deutsche Bank,"('BKR', '2019 q4')",0.0
39411,FTI,2019 q4,1010,0.6361201470491671,Chris Snyder,0.3601774508527913,male,Deutsche Bank,"('FTI', '2019 q4')",0.0
39412,HAL,2019 q4,1010,0.5228753437315894,Chris Snyder,0.2791622882540148,male,Deutsche Bank,"('HAL', '2019 q4')",0.013867268338799477
39413,HP,2019 q4,1010,0.5199580019962107,Chris Snyder,0.2000403944282358,male,Deutsche Bank,"('HP', '2019 q4')",0.0
39414,SLB,2019 q4,1010,0.5776886321122277,Chris Snyder,0.3436964982979541,male,Deutsche Bank,"('SLB', '2019 q4')",0.0
39415,BKR,2019 q4,1010,0.6019399604326008,Paige Marcus,0.682026820479779,female,CFRA Equity Research,"('BKR', '2019 q4')",0.0
39416,FTI,2019 q4,1010,0.6361201470491671,Paige Marcus,0.6671608297924878,female,CFRA Equity Research,"('FTI', '2019 q4')",0.0
39417,HAL,2019 q4,1010,0.5228753437315894,Paige Marcus,0.6675558023825789,female,CFRA Equity Research,"('HAL', '2019 q4')",0.0
39418,HP,2019 q4,1010,0.5199580019962107,Paige Marcus,0.5581734580272693,female,CFRA Equity Research,"('HP', '2019 q4')",0.0
39419,NOV,2019 q4,1010,0.6116680396852927,Paige Marcus,0.7113104150730827,female,CFRA Equity Research,"('NOV', '2019 q4')",0.0
39420,SLB,2019 q4,1010,0.5776886321122277,Paige Marcus,0.660205680848491,female,CFRA Equity Research,"('SLB', '2019 q4')",0.0
39421,BKR,2019 q4,1010,0.6019399604326008,Mr. Jacob A. Lundberg,0.2897847937622828,male,Credit Suisse,"('BKR', '2019 q4')",0.0
39422,BKR,2019 q4,1010,0.6019399604326008,Mr. Abhishek Kumar,0.6280169551534317,male,HSBC,"('BKR', '2019 q4')",0.03333333507180214
39423,BKR,2019 q4,1010,0.6019399604326008,"Mr. Christopher Voie, CFA",0.6266941615131664,male,"Wells Fargo Securities, LLC","('BKR', '2019 q4')",0.0
39424,BKR,2019 q4,1010,0.6019399604326008,"Mr. Coleman W. Sullivan, CFA",0.4559298356732493,male,"Wells Fargo Securities, LLC","('BKR', '2019 q4')",0.0
39425,FTI,2019 q4,1010,0.6361201470491671,"Mr. Coleman W. Sullivan, CFA",0.2002365578690874,male,"Wells Fargo Securities, LLC","('FTI', '2019 q4')",0.0
39426,HAL,2019 q4,1010,0.5228753437315894,"Mr. Coleman W. Sullivan, CFA",0.2484784305654097,male,"Wells Fargo Securities, LLC","('HAL', '2019 q4')",0.0
39427,HP,2019 q4,1010,0.5199580019962107,"Mr. Coleman W. Sullivan, CFA",0.2012456301855367,male,"Wells Fargo Securities, LLC","('HP', '2019 q4')",0.0
39428,NOV,2019 q4,1010,0.6116680396852927,"Mr. Coleman W. Sullivan, CFA",0.2208133429914445,male,"Wells Fargo Securities, LLC","('NOV', '2019 q4')",0.0
39429,SLB,2019 q4,1010,0.5776886321122277,"Mr. Coleman W. Sullivan, CFA",0.2484555613394236,male,"Wells Fargo Securities, LLC","('SLB', '2019 q4')",0.0
39430,BKR,2019 q4,1010,0.6019399604326008,Vaibhav Vaishnav,0.2786198751866521,male,Scotiabank GBM,"('BKR', '2019 q4')",0.0
39431,NOV,2019 q4,1010,0.6116680396852927,Vaibhav Vaishnav,0.158121367162849,male,Scotiabank GBM,"('NOV', '2019 q4')",0.0
39432,SLB,2019 q4,1010,0.5776886321122277,Vaibhav Vaishnav,0.2024421078584414,male,Scotiabank GBM,"('SLB', '2019 q4')",0.0
39433,BKR,2019 q4,1010,0.6019399604326008,"Gregory M. Pardy, CFA",0.2755678904001443,male,RBC Capital Markets,"('BKR', '2019 q4')",0.0
39434,COG,2019 q4,1010,0.4890290710845409,Credit Suisse Global Product Marketing,0.8576031800776479,Not a person,Credit Suisse,"('COG', '2019 q4')",0.0
39435,COP,2019 q4,1010,0.4142628765522529,Credit Suisse Global Product Marketing,0.2272839755765107,Not a person,Credit Suisse,"('COP', '2019 q4')",0.0
39436,CVX,2019 q4,1010,0.5795259698274359,Credit Suisse Global Product Marketing,0.922068492339946,Not a person,Credit Suisse,"('CVX', '2019 q4')",0.0
39437,FANG,2019 q4,1010,0.4926133651800609,Credit Suisse Global Product Marketing,0.9316402581480902,Not a person,Credit Suisse,"('FANG', '2019 q4')",0.0
39438,COG,2019 q4,1010,0.4890290710845409,Mr. Biju Z. Perincheril,0.1285607089918023,male,Susquehanna Financial Group LLLP,"('COG', '2019 q4')",0.0
39439,CXO,2019 q4,1010,0.282629976203419,Mr. Biju Z. Perincheril,0.1847333318749419,male,Susquehanna Financial Group LLLP,"('CXO', '2019 q4')",0.014739383943378925
39440,DVN,2019 q4,1010,0.5130666593422649,Mr. Biju Z. Perincheril,0.1638724034959331,male,Susquehanna Financial Group LLLP,"('DVN', '2019 q4')",0.0
39441,EOG,2019 q4,1010,0.2594089358080466,Mr. Biju Z. Perincheril,0.1128120589309937,male,Susquehanna Financial Group LLLP,"('EOG', '2019 q4')",0.0
39442,FANG,2019 q4,1010,0.4926133651800609,Mr. Biju Z. Perincheril,0.20552149485165,male,Susquehanna Financial Group LLLP,"('FANG', '2019 q4')",0.0
39443,MRO,2019 q4,1010,0.52284082597934,Mr. Biju Z. Perincheril,0.2164762173176381,male,Susquehanna Financial Group LLLP,"('MRO', '2019 q4')",0.0
39444,OXY,2019 q4,1010,0.4195696178605138,Mr. Biju Z. Perincheril,0.1015835746992993,male,Susquehanna Financial Group LLLP,"('OXY', '2019 q4')",0.0
39445,PXD,2019 q4,1010,0.3427163360348536,Mr. Biju Z. Perincheril,0.2357410130914072,male,Susquehanna Financial Group LLLP,"('PXD', '2019 q4')",0.0
39446,COG,2019 q4,1010,0.4890290710845409,Ms. Holly B. Stewart,0.3704974320097718,female,Scotiabank GBM,"('COG', '2019 q4')",0.0
39447,COG,2019 q4,1010,0.4890290710845409,Mr. Marshall Coltrain,0.2442411393034318,male,Guggenheim Securities LLC,"('COG', '2019 q4')",0.0
39448,DVN,2019 q4,1010,0.5130666593422649,Mr. Marshall Coltrain,0.2385523447915536,male,Guggenheim Securities LLC,"('DVN', '2019 q4')",0.0
39449,MRO,2019 q4,1010,0.52284082597934,Mr. Marshall Coltrain,0.152765862528547,male,Guggenheim Securities LLC,"('MRO', '2019 q4')",0.0
39450,COP,2019 q4,1010,0.4142628765522529,"Mr. Allen Good, CFA",0.7392220461329001,male,"Morningstar, Inc.","('COP', '2019 q4')",0.0
39451,CVX,2019 q4,1010,0.5795259698274359,"Mr. Allen Good, CFA",0.4461392494286539,male,"Morningstar, Inc.","('CVX', '2019 q4')",0.0
39452,HFC,2019 q4,1010,0.7340605221277743,"Mr. Allen Good, CFA",0.6603051611625832,male,"Morningstar, Inc.","('HFC', '2019 q4')",0.0
39453,MPC,2019 q4,1010,0.5348468299848192,"Mr. Allen Good, CFA",0.4801857716460085,male,"Morningstar, Inc.","('MPC', '2019 q4')",0.0
39454,PSX,2019 q4,1010,0.5267031798606856,"Mr. Allen Good, CFA",0.4951549264250725,male,"Morningstar, Inc.","('PSX', '2019 q4')",0.0
39455,VLO,2019 q4,1010,0.341118349599521,"Mr. Allen Good, CFA",0.4765500331810477,male,"Morningstar, Inc.","('VLO', '2019 q4')",0.0
39456,XOM,2019 q4,1010,0.3964651666165916,"Mr. Allen Good, CFA",0.4409309522070603,male,"Morningstar, Inc.","('XOM', '2019 q4')",0.0
39457,COP,2019 q4,1010,0.4142628765522529,"Roger D. Read, CPA",0.1915207984251235,male,"Wells Fargo Securities, LLC","('COP', '2019 q4')",0.0
39458,CVX,2019 q4,1010,0.5795259698274359,"Roger D. Read, CPA",0.3324104543337028,male,"Wells Fargo Securities, LLC","('CVX', '2019 q4')",0.0
39459,HES,2019 q4,1010,0.4671757402944655,"Roger D. Read, CPA",0.1122702960442775,male,"Wells Fargo Securities, LLC","('HES', '2019 q4')",0.0
39460,MPC,2019 q4,1010,0.5348468299848192,"Roger D. Read, CPA",0.2046050283262744,male,"Wells Fargo Securities, LLC","('MPC', '2019 q4')",0.0
39461,OXY,2019 q4,1010,0.4195696178605138,"Roger D. Read, CPA",0.1237310805775684,male,"Wells Fargo Securities, LLC","('OXY', '2019 q4')",0.0
39462,PSX,2019 q4,1010,0.5267031798606856,"Roger D. Read, CPA",0.2289140352289111,male,"Wells Fargo Securities, LLC","('PSX', '2019 q4')",0.0
39463,VLO,2019 q4,1010,0.341118349599521,"Roger D. Read, CPA",0.2019197909145543,male,"Wells Fargo Securities, LLC","('VLO', '2019 q4')",0.0
39464,COP,2019 q4,1010,0.4142628765522529,Scott M. Hanold,0.152208080743339,male,RBC Capital Markets,"('COP', '2019 q4')",0.0
39465,FANG,2019 q4,1010,0.4926133651800609,Scott M. Hanold,0.154975513565843,male,RBC Capital Markets,"('FANG', '2019 q4')",0.010800989344716072
39466,PXD,2019 q4,1010,0.3427163360348536,Scott M. Hanold,0.1367724678479729,male,RBC Capital Markets,"('PXD', '2019 q4')",0.03673084080219269
39467,COP,2019 q4,1010,0.4142628765522529,"Mr. Paul Y. Cheng, CFA",0.2030374671245083,male,Scotiabank GBM,"('COP', '2019 q4')",0.0
39468,CVX,2019 q4,1010,0.5795259698274359,"Mr. Paul Y. Cheng, CFA",0.2681099296506652,male,Scotiabank GBM,"('CVX', '2019 q4')",0.0
39469,HES,2019 q4,1010,0.4671757402944655,"Mr. Paul Y. Cheng, CFA",0.4668586137656405,male,Scotiabank GBM,"('HES', '2019 q4')",0.0
39470,MPC,2019 q4,1010,0.5348468299848192,"Mr. Paul Y. Cheng, CFA",0.2948713747731137,male,Scotiabank GBM,"('MPC', '2019 q4')",0.0
39471,OXY,2019 q4,1010,0.4195696178605138,"Mr. Paul Y. Cheng, CFA",0.1263360882628122,male,Scotiabank GBM,"('OXY', '2019 q4')",0.007335595320910215
39472,PSX,2019 q4,1010,0.5267031798606856,"Mr. Paul Y. Cheng, CFA",0.1498523680526632,male,Scotiabank GBM,"('PSX', '2019 q4')",0.0
39473,VLO,2019 q4,1010,0.341118349599521,"Mr. Paul Y. Cheng, CFA",0.1372333488543079,male,Scotiabank GBM,"('VLO', '2019 q4')",0.0
39474,CVX,2019 q4,1010,0.5795259698274359,Mr. Jason Gabelman,0.509151000701341,male,Cowen and Company,"('CVX', '2019 q4')",0.0
39475,PSX,2019 q4,1010,0.5267031798606856,Mr. Jason Gabelman,0.1555251215221712,male,Cowen and Company,"('PSX', '2019 q4')",0.0
39476,CVX,2019 q4,1010,0.5795259698274359,Mr. Jason D. Gammel,0.1305658913500471,male,Jefferies,"('CVX', '2019 q4')",0.0
39477,CVX,2019 q4,1010,0.5795259698274359,Mr. Henry M. Tarr,0.2242460331529142,male,Berenberg,"('CVX', '2019 q4')",0.0
39478,FTI,2019 q4,1010,0.6361201470491671,Mr. Henry M. Tarr,0.1832529423852941,male,Berenberg,"('FTI', '2019 q4')",0.0
39479,XOM,2019 q4,1010,0.3964651666165916,Mr. Henry M. Tarr,0.214828953818984,male,Berenberg,"('XOM', '2019 q4')",0.025617181323468685
39480,CVX,2019 q4,1010,0.5795259698274359,SADIF Research,0.958555192073344,Not a person,Sadif Analytics Prime,"('CVX', '2019 q4')",0.9289799928665161
39481,DVN,2019 q4,1010,0.5130666593422649,SADIF Research,0.9389028092265028,Not a person,Sadif Analytics Prime,"('DVN', '2019 q4')",0.9177865386009216
39482,FANG,2019 q4,1010,0.4926133651800609,SADIF Research,0.9697724805551928,Not a person,Sadif Analytics Prime,"('FANG', '2019 q4')",0.9478963017463684
39483,HFC,2019 q4,1010,0.7340605221277743,SADIF Research,0.961990100399153,Not a person,Sadif Analytics Prime,"('HFC', '2019 q4')",0.9326890707015991
39484,MPC,2019 q4,1010,0.5348468299848192,SADIF Research,0.9799649196352678,Not a person,Sadif Analytics Prime,"('MPC', '2019 q4')",0.9564333558082581
39485,MRO,2019 q4,1010,0.52284082597934,SADIF Research,0.9063304295197014,Not a person,Sadif Analytics Prime,"('MRO', '2019 q4')",0.9074082374572754
39486,OXY,2019 q4,1010,0.4195696178605138,SADIF Research,0.9841420657956358,Not a person,Sadif Analytics Prime,"('OXY', '2019 q4')",0.9653924107551575
39487,PSX,2019 q4,1010,0.5267031798606856,SADIF Research,0.930971959384018,Not a person,Sadif Analytics Prime,"('PSX', '2019 q4')",0.924718976020813
39488,SLB,2019 q4,1010,0.5776886321122277,SADIF Research,0.9864537804211352,Not a person,Sadif Analytics Prime,"('SLB', '2019 q4')",0.965053915977478
39489,CXO,2019 q4,1010,0.282629976203419,Mr. Ryan M. Todd,0.2121926435329937,male,Piper Sandler Companies,"('CXO', '2019 q4')",0.0
39490,FANG,2019 q4,1010,0.4926133651800609,Mr. Ryan M. Todd,0.1842014262127281,male,Piper Sandler Companies,"('FANG', '2019 q4')",0.0
39491,HES,2019 q4,1010,0.4671757402944655,Mr. Ryan M. Todd,0.2028386392008096,male,Piper Sandler Companies,"('HES', '2019 q4')",0.0
39492,NBL,2019 q4,1010,0.3861282394933648,Mr. Ryan M. Todd,0.2707093293862948,male,Piper Sandler Companies,"('NBL', '2019 q4')",0.0
39493,OXY,2019 q4,1010,0.4195696178605138,Mr. Ryan M. Todd,0.1598433965147668,male,Piper Sandler Companies,"('OXY', '2019 q4')",0.0
39494,PXD,2019 q4,1010,0.3427163360348536,Mr. Ryan M. Todd,0.1614605944022343,male,Piper Sandler Companies,"('PXD', '2019 q4')",0.0
39495,CXO,2019 q4,1010,0.282629976203419,Mr. Gail N. Dodds,0.1053985943067031,male,Stephens Inc.,"('CXO', '2019 q4')",0.0
39496,CXO,2019 q4,1010,0.282629976203419,"Mr. Michael J. McAllister, Jr",0.1020440860641502,male,MUFG Securities Americas Inc.,"('CXO', '2019 q4')",0.0
39497,DVN,2019 q4,1010,0.5130666593422649,Mr. David A. Deckelbaum,0.2471063595729225,male,Cowen and Company,"('DVN', '2019 q4')",0.0
39498,HES,2019 q4,1010,0.4671757402944655,Mr. David A. Deckelbaum,0.1300659300395631,male,Cowen and Company,"('HES', '2019 q4')",0.0
39499,NBL,2019 q4,1010,0.3861282394933648,Mr. David A. Deckelbaum,0.0890143288036038,male,Cowen and Company,"('NBL', '2019 q4')",0.0
39500,PXD,2019 q4,1010,0.3427163360348536,Mr. David A. Deckelbaum,0.0704192803553421,male,Cowen and Company,"('PXD', '2019 q4')",0.0
39501,EOG,2019 q4,1010,0.2594089358080466,Irene Haas,0.0857279373304186,female,"Imperial Capital, LLC","('EOG', '2019 q4')",0.014466182328760624
39502,NBL,2019 q4,1010,0.3861282394933648,Irene Haas,0.1202658940747606,female,"Imperial Capital, LLC","('NBL', '2019 q4')",0.0
39503,PXD,2019 q4,1010,0.3427163360348536,Irene Haas,0.1064246250733906,female,"Imperial Capital, LLC","('PXD', '2019 q4')",0.0
39504,EOG,2019 q4,1010,0.2594089358080466,"Mr. Nitin Kumar, CFA",0.2292310998220131,male,"Wells Fargo Securities, LLC","('EOG', '2019 q4')",0.0
39505,MRO,2019 q4,1010,0.52284082597934,"Mr. Nitin Kumar, CFA",0.1982464700163446,male,"Wells Fargo Securities, LLC","('MRO', '2019 q4')",0.0
39506,EOG,2019 q4,1010,0.2594089358080466,"Gordon Douthat, CFA",0.1057946319894349,male,"Wells Fargo Securities, LLC","('EOG', '2019 q4')",0.0
39507,MRO,2019 q4,1010,0.52284082597934,"Gordon Douthat, CFA",0.1799631695573826,male,"Wells Fargo Securities, LLC","('MRO', '2019 q4')",0.0
39508,PXD,2019 q4,1010,0.3427163360348536,"Gordon Douthat, CFA",0.0944886309063434,male,"Wells Fargo Securities, LLC","('PXD', '2019 q4')",0.0
39509,FANG,2019 q4,1010,0.4926133651800609,Mr. Jason A. Wangler,0.105549775346764,male,"Imperial Capital, LLC","('FANG', '2019 q4')",0.0
39510,FANG,2019 q4,1010,0.4926133651800609,David Havens,0.2134843972692764,male,"SMBC Nikko Securities America, Inc.","('FANG', '2019 q4')",0.0
39511,HES,2019 q4,1010,0.4671757402944655,David Havens,0.107257647128037,male,"SMBC Nikko Securities America, Inc.","('HES', '2019 q4')",0.0
39512,FANG,2019 q4,1010,0.4926133651800609,Mr. John M. White,0.1071305280503388,male,"Roth Capital Partners, Inc.","('FANG', '2019 q4')",0.014936924213543534
39513,FANG,2019 q4,1010,0.4926133651800609,Ms. Betty Jiang,0.1154124799455804,female,Credit Suisse,"('FANG', '2019 q4')",0.0
39514,FANG,2019 q4,1010,0.4926133651800609,"Mr. Asit K. Sen, CFA",0.3395504769280492,male,BofA Global Research,"('FANG', '2019 q4')",0.0
39515,FTI,2019 q4,1010,0.6361201470491671,Mr. James C. West,0.3134944583215386,male,EVERCORE ISI,"('FTI', '2019 q4')",0.0
39516,HAL,2019 q4,1010,0.5228753437315894,Mr. James C. West,0.3434127750436021,male,EVERCORE ISI,"('HAL', '2019 q4')",0.0
39517,HP,2019 q4,1010,0.5199580019962107,Mr. James C. West,0.2972416283057008,male,EVERCORE ISI,"('HP', '2019 q4')",0.0
39518,NOV,2019 q4,1010,0.6116680396852927,Mr. James C. West,0.2989488318115991,male,EVERCORE ISI,"('NOV', '2019 q4')",0.0
39519,SLB,2019 q4,1010,0.5776886321122277,Mr. James C. West,0.2498497170959788,male,EVERCORE ISI,"('SLB', '2019 q4')",0.0
39520,FTI,2019 q4,1010,0.6361201470491671,Mr. Kurt Hallead,0.4256471881735986,male,RBC Capital Markets,"('FTI', '2019 q4')",0.008723387494683266
39521,HAL,2019 q4,1010,0.5228753437315894,Mr. Kurt Hallead,0.2134243570159781,male,RBC Capital Markets,"('HAL', '2019 q4')",0.0
39522,HP,2019 q4,1010,0.5199580019962107,Mr. Kurt Hallead,0.2167569445541936,male,RBC Capital Markets,"('HP', '2019 q4')",0.0
39523,NOV,2019 q4,1010,0.6116680396852927,Mr. Kurt Hallead,0.2553314365128719,male,RBC Capital Markets,"('NOV', '2019 q4')",0.018142033368349075
39524,SLB,2019 q4,1010,0.5776886321122277,Mr. Kurt Hallead,0.2813903075131784,male,RBC Capital Markets,"('SLB', '2019 q4')",0.0
39525,FTI,2019 q4,1010,0.6361201470491671,Mr. Vlad Sergievskii,0.3198124703535372,male,BofA Global Research,"('FTI', '2019 q4')",0.0
39526,FTI,2019 q4,1010,0.6361201470491671,Sra. Lillian Starke,0.3510195903719292,female,Morgan Stanley,"('FTI', '2019 q4')",0.0
39527,FTI,2019 q4,1010,0.6361201470491671,Mr. William A. Herbert,0.7795210036837654,male,Piper Sandler Companies,"('FTI', '2019 q4')",0.0
39528,HAL,2019 q4,1010,0.5228753437315894,Mr. William A. Herbert,0.1679647125277783,male,Piper Sandler Companies,"('HAL', '2019 q4')",0.0
39529,NOV,2019 q4,1010,0.6116680396852927,Mr. William A. Herbert,0.1712900259798355,male,Piper Sandler Companies,"('NOV', '2019 q4')",0.0
39530,FTI,2019 q4,1010,0.6361201470491671,Preston Caldwell,0.6525741228894778,male,"Morningstar, Inc.","('FTI', '2019 q4')",0.0
39531,HAL,2019 q4,1010,0.5228753437315894,Preston Caldwell,0.5973030400921155,male,"Morningstar, Inc.","('HAL', '2019 q4')",0.0
39532,HP,2019 q4,1010,0.5199580019962107,Preston Caldwell,0.8123864419101774,male,"Morningstar, Inc.","('HP', '2019 q4')",0.0
39533,NOV,2019 q4,1010,0.6116680396852927,Preston Caldwell,0.8898830953233156,male,"Morningstar, Inc.","('NOV', '2019 q4')",0.0
39534,SLB,2019 q4,1010,0.5776886321122277,Preston Caldwell,0.5937660366229874,male,"Morningstar, Inc.","('SLB', '2019 q4')",0.0
39535,FTI,2019 q4,1010,0.6361201470491671,"Mr. Marc G. Bianchi, CFA",0.2049225473104461,male,Cowen and Company,"('FTI', '2019 q4')",0.0
39536,HAL,2019 q4,1010,0.5228753437315894,"Mr. Marc G. Bianchi, CFA",0.1678338255762842,male,Cowen and Company,"('HAL', '2019 q4')",0.0
39537,HP,2019 q4,1010,0.5199580019962107,"Mr. Marc G. Bianchi, CFA",0.2937488095429983,male,Cowen and Company,"('HP', '2019 q4')",0.0027777779226501784
39538,NOV,2019 q4,1010,0.6116680396852927,"Mr. Marc G. Bianchi, CFA",0.4834645650154708,male,Cowen and Company,"('NOV', '2019 q4')",0.0
39539,SLB,2019 q4,1010,0.5776886321122277,"Mr. Marc G. Bianchi, CFA",0.1468050092846281,male,Cowen and Company,"('SLB', '2019 q4')",0.0
39540,FTI,2019 q4,1010,0.6361201470491671,"Mr. Simon T. Wong, CFA",0.5099960812420569,male,Gabelli & Company,"('FTI', '2019 q4')",0.03333333507180214
39541,NOV,2019 q4,1010,0.6116680396852927,"Mr. Simon T. Wong, CFA",0.643896965777316,male,Gabelli & Company,"('NOV', '2019 q4')",0.03333333507180214
39542,SLB,2019 q4,1010,0.5776886321122277,"Mr. Simon T. Wong, CFA",0.6151161486280371,male,Gabelli & Company,"('SLB', '2019 q4')",0.03333333507180214
39543,FTI,2019 q4,1010,0.6361201470491671,Mr. Jean Pierre Dmirdjian,0.5099960812420569,male,MainFirst Bank AG,"('FTI', '2019 q4')",0.03333333507180214
39544,FTI,2019 q4,1010,0.6361201470491671,Mr. James M. Evans,0.3836861835896517,male,Exane BNP Paribas,"('FTI', '2019 q4')",0.0
39545,FTI,2019 q4,1010,0.6361201470491671,Mr. Guillaume Delaby,0.7378341676563129,male,Societe Generale,"('FTI', '2019 q4')",0.0
39546,FTI,2019 q4,1010,0.6361201470491671,Bertrand Hodee,0.329384056180309,male,Kepler Cheuvreux,"('FTI', '2019 q4')",0.0
39547,HAL,2019 q4,1010,0.5228753437315894,Mr. Chase Mulvehill,0.2687749259454256,male,BofA Global Research,"('HAL', '2019 q4')",0.0
39548,HP,2019 q4,1010,0.5199580019962107,Mr. Chase Mulvehill,0.2706665122516605,male,BofA Global Research,"('HP', '2019 q4')",0.0
39549,NOV,2019 q4,1010,0.6116680396852927,Mr. Chase Mulvehill,0.2644808537708581,male,BofA Global Research,"('NOV', '2019 q4')",0.0
39550,SLB,2019 q4,1010,0.5776886321122277,Mr. Chase Mulvehill,0.1747001615158387,male,BofA Global Research,"('SLB', '2019 q4')",0.0
39551,HES,2019 q4,1010,0.4671757402944655,Doug Terreson,0.7529274127956891,male,EVERCORE ISI,"('HES', '2019 q4')",0.03333333507180214
39552,MPC,2019 q4,1010,0.5348468299848192,Doug Terreson,0.2446612054340504,male,EVERCORE ISI,"('MPC', '2019 q4')",0.0
39553,OXY,2019 q4,1010,0.4195696178605138,Doug Terreson,0.1368467581094868,male,EVERCORE ISI,"('OXY', '2019 q4')",0.0
39554,PSX,2019 q4,1010,0.5267031798606856,Doug Terreson,0.7211103170480815,male,EVERCORE ISI,"('PSX', '2019 q4')",0.03333333507180214
39555,HFC,2019 q4,1010,0.7340605221277743,Mr. Manav Gupta,0.6362716068992883,male,Credit Suisse,"('HFC', '2019 q4')",0.0
39556,MPC,2019 q4,1010,0.5348468299848192,Mr. Manav Gupta,0.3560851472843347,male,Credit Suisse,"('MPC', '2019 q4')",0.0
39557,PSX,2019 q4,1010,0.5267031798606856,Mr. Manav Gupta,0.2644206383554615,male,Credit Suisse,"('PSX', '2019 q4')",0.0
39558,HFC,2019 q4,1010,0.7340605221277743,"Mr. Brad Heffern, CFA",0.5149058898661152,male,RBC Capital Markets,"('HFC', '2019 q4')",0.0
39559,PSX,2019 q4,1010,0.5267031798606856,"Mr. Brad Heffern, CFA",0.2180307387239728,male,RBC Capital Markets,"('PSX', '2019 q4')",0.0
39560,VLO,2019 q4,1010,0.341118349599521,"Mr. Brad Heffern, CFA",0.173623174694153,male,RBC Capital Markets,"('VLO', '2019 q4')",0.0235679242759943
39561,HP,2019 q4,1010,0.5199580019962107,John Watson,0.3645806839819341,male,Piper Sandler Companies,"('HP', '2019 q4')",0.0
39562,HP,2019 q4,1010,0.5199580019962107,Mr. Blake Gendron,0.2091945582229493,male,Wolfe Research,"('HP', '2019 q4')",0.0
39563,NOV,2019 q4,1010,0.6116680396852927,Mr. Blake Gendron,0.2225536261774252,male,Wolfe Research,"('NOV', '2019 q4')",0.0
39564,HP,2019 q4,1010,0.5199580019962107,"Mr. J. David J. Anderson, CFA",0.2260701453786059,male,Barclays,"('HP', '2019 q4')",0.0
39565,NOV,2019 q4,1010,0.6116680396852927,"Mr. J. David J. Anderson, CFA",0.7639849232411922,male,Barclays,"('NOV', '2019 q4')",0.0
39566,SLB,2019 q4,1010,0.5776886321122277,"Mr. J. David J. Anderson, CFA",0.2577798043215161,male,Barclays,"('SLB', '2019 q4')",0.0
39567,KMI,2019 q4,1010,0.5558367849245128,Mr. Michael J. Blum,0.2218733653617348,male,"Wells Fargo Securities, LLC","('KMI', '2019 q4')",0.0
39568,OKE,2019 q4,1010,0.3064777644349172,Mr. Michael J. Blum,0.1141154862803234,male,"Wells Fargo Securities, LLC","('OKE', '2019 q4')",0.0
39569,KMI,2019 q4,1010,0.5558367849245128,Mr. Alonso Guerra-Garcia,0.7200706347816339,male,Scotiabank GBM,"('KMI', '2019 q4')",0.0
39570,WMB,2019 q4,1010,0.4823034517687629,Mr. Alonso Guerra-Garcia,0.2771289147660447,male,Scotiabank GBM,"('WMB', '2019 q4')",0.0
39571,KMI,2019 q4,1010,0.5558367849245128,"Mr. Pearce W. Hammond, Jr",0.2579464037439191,male,Piper Sandler Companies,"('KMI', '2019 q4')",0.0
39572,KMI,2019 q4,1010,0.5558367849245128,Tristan Richardson,0.2675377619786068,male,SunTrust Robinson Humphrey Capital Markets,"('KMI', '2019 q4')",0.0
39573,OKE,2019 q4,1010,0.3064777644349172,Tristan Richardson,0.1184413207998434,male,SunTrust Robinson Humphrey Capital Markets,"('OKE', '2019 q4')",0.013285509310662746
39574,KMI,2019 q4,1010,0.5558367849245128,"Ms. Elvira Scotto, CFA",0.1925949392767135,female,RBC Capital Markets,"('KMI', '2019 q4')",0.0
39575,OKE,2019 q4,1010,0.3064777644349172,"Ms. Elvira Scotto, CFA",0.1231652314135929,female,RBC Capital Markets,"('OKE', '2019 q4')",0.0
39576,KMI,2019 q4,1010,0.5558367849245128,Mr. Ujjwal Pradhan,0.3185161923734926,male,BofA Global Research,"('KMI', '2019 q4')",0.0
39577,KMI,2019 q4,1010,0.5558367849245128,Keith Stanley,0.3050335912785916,male,Wolfe Research,"('KMI', '2019 q4')",0.038777003064751625
39578,KMI,2019 q4,1010,0.5558367849245128,"Ms. Christine Cho, CFA",0.7475507702008517,female,Barclays,"('KMI', '2019 q4')",0.0
39579,WMB,2019 q4,1010,0.4823034517687629,"Ms. Christine Cho, CFA",0.4232309693199583,female,Barclays,"('WMB', '2019 q4')",0.0
39580,KMI,2019 q4,1010,0.5558367849245128,Mr. Travis Miller,0.6103292370291005,male,"Morningstar, Inc.","('KMI', '2019 q4')",0.0
39581,NBL,2019 q4,1010,0.3861282394933648,Claire Ye,0.100091330272031,female,"Imperial Capital, LLC","('NBL', '2019 q4')",0.0
39582,OKE,2019 q4,1010,0.3064777644349172,Mr. Stephen Ellis,0.4699711550051947,male,"Morningstar, Inc.","('OKE', '2019 q4')",0.0
39583,WMB,2019 q4,1010,0.4823034517687629,Mr. Stephen Ellis,0.5923250423005838,male,"Morningstar, Inc.","('WMB', '2019 q4')",0.0
39584,OKE,2019 q4,1010,0.3064777644349172,Mr. Matthew A. Anavy,0.2058708437552197,male,JPMorgan Econ & FI,"('OKE', '2019 q4')",0.013999596238136292
39585,PXD,2019 q4,1010,0.3427163360348536,Mr. Matthew A. Anavy,0.2521016278700063,male,JPMorgan Econ & FI,"('PXD', '2019 q4')",0.0357704721391201
39586,OKE,2019 q4,1010,0.3064777644349172,Alex Kania,0.1725369651527258,male,Wolfe Research,"('OKE', '2019 q4')",0.0
39587,WMB,2019 q4,1010,0.4823034517687629,Alex Kania,0.1894748627569595,male,Wolfe Research,"('WMB', '2019 q4')",0.0
39588,VLO,2019 q4,1010,0.341118349599521,Mr. Sam J. Margolin,0.3068098790466546,male,Wolfe Research,"('VLO', '2019 q4')",0.04190588742494583
39589,XOM,2019 q4,1010,0.3964651666165916,Mr. Sam J. Margolin,0.3045635394880822,male,Wolfe Research,"('XOM', '2019 q4')",0.0
39590,WMB,2019 q4,1010,0.4823034517687629,"Mr. Spiro M. Dounis, CFA",0.3573790561884761,male,Credit Suisse,"('WMB', '2019 q4')",0.0
39591,WMB,2019 q4,1010,0.4823034517687629,Mr. Praneeth Satish,0.1444941013211109,male,"Wells Fargo Securities, LLC","('WMB', '2019 q4')",0.0
39592,WMB,2019 q4,1010,0.4823034517687629,Mr. Durgesh Chopra,0.2875502069985007,male,EVERCORE ISI,"('WMB', '2019 q4')",0.0
39593,WMB,2019 q4,1010,0.4823034517687629,Derek B. Walker,0.4177572079892964,male,BofA Global Research,"('WMB', '2019 q4')",0.021350866183638573
39594,XOM,2019 q4,1010,0.3964651666165916,Research Department,0.2568900469993326,Not a person,Trefis,"('XOM', '2019 q4')",0.0
39595,AAP,2018 q1,2550,0.5930123897645926,Mr. BTIG M. Research,0.2884483602546667,male,BTIG,"('AAP', '2018 q1')",0.0
39596,AZO,2018 q1,2550,0.6367216444528008,Mr. BTIG M. Research,0.2567413788147138,male,BTIG,"('AZO', '2018 q1')",0.0
39597,DG,2018 q1,2550,0.4615446530169038,Mr. BTIG M. Research,0.2225379123118144,male,BTIG,"('DG', '2018 q1')",0.0
39598,DLTR,2018 q1,2550,0.399427536595596,Mr. BTIG M. Research,0.1729894805933443,male,BTIG,"('DLTR', '2018 q1')",0.0
39599,HD,2018 q1,2550,0.5101822377478205,Mr. BTIG M. Research,0.1710419956257642,male,BTIG,"('HD', '2018 q1')",0.0
39600,LOW,2018 q1,2550,0.6168112977065602,Mr. BTIG M. Research,0.2505961096400526,male,BTIG,"('LOW', '2018 q1')",0.011428737392028173
39601,ORLY,2018 q1,2550,0.602518346024363,Mr. BTIG M. Research,0.1530052524052829,male,BTIG,"('ORLY', '2018 q1')",0.0
39602,TSCO,2018 q1,2550,0.5255610919435159,Mr. BTIG M. Research,0.1326889106238679,male,BTIG,"('TSCO', '2018 q1')",0.0
39603,AAP,2018 q1,2550,0.5930123897645926,Matthew J. McClintock,0.3572074902226231,male,Barclays,"('AAP', '2018 q1')",0.0
39604,AZO,2018 q1,2550,0.6367216444528008,Matthew J. McClintock,0.465448269364262,male,Barclays,"('AZO', '2018 q1')",0.0
39605,AAP,2018 q1,2550,0.5930123897645926,"Chris Bottiglieri, CPA",0.4278275188255719,male,Wolfe Research,"('AAP', '2018 q1')",0.010623665526509285
39606,AZO,2018 q1,2550,0.6367216444528008,"Chris Bottiglieri, CPA",0.3599141265722763,male,Wolfe Research,"('AZO', '2018 q1')",0.0
39607,GPC,2018 q1,2550,0.6294811473259799,"Chris Bottiglieri, CPA",0.5655598153332756,male,Wolfe Research,"('GPC', '2018 q1')",0.0
39608,KMX,2018 q1,2550,0.5496271748596717,"Chris Bottiglieri, CPA",0.1828802440786167,male,Wolfe Research,"('KMX', '2018 q1')",0.0
39609,LKQ,2018 q1,2550,0.6504408038228136,"Chris Bottiglieri, CPA",0.2982779665875998,male,Wolfe Research,"('LKQ', '2018 q1')",0.0
39610,ORLY,2018 q1,2550,0.602518346024363,"Chris Bottiglieri, CPA",0.4964380414113315,male,Wolfe Research,"('ORLY', '2018 q1')",0.017737820744514465
39611,AAP,2018 q1,2550,0.5930123897645926,Mike Baker,0.6043207952555015,male,Deutsche Bank,"('AAP', '2018 q1')",0.03333333507180214
39612,AZO,2018 q1,2550,0.6367216444528008,Mike Baker,0.9165377458179976,male,Deutsche Bank,"('AZO', '2018 q1')",0.0
39613,BBY,2018 q1,2550,0.6859858222848394,Mike Baker,0.8267832221832129,male,Deutsche Bank,"('BBY', '2018 q1')",0.0
39614,HD,2018 q1,2550,0.5101822377478205,Mike Baker,0.6247697833455824,male,Deutsche Bank,"('HD', '2018 q1')",0.03333333507180214
39615,LOW,2018 q1,2550,0.6168112977065602,Mike Baker,0.9090313458851632,male,Deutsche Bank,"('LOW', '2018 q1')",0.0
39616,ORLY,2018 q1,2550,0.602518346024363,Mike Baker,0.7995917530366109,male,Deutsche Bank,"('ORLY', '2018 q1')",0.0
39617,ROST,2018 q1,2550,0.5384367438016824,Mike Baker,0.8405135351303804,male,Deutsche Bank,"('ROST', '2018 q1')",0.0
39618,TJX,2018 q1,2550,0.4345430740019972,Mike Baker,0.8688865297799813,male,Deutsche Bank,"('TJX', '2018 q1')",0.0
39619,AAP,2018 q1,2550,0.5930123897645926,Ms. Elizabeth L G. Suzuki,0.3634129113861212,female,BofA Global Research,"('AAP', '2018 q1')",0.01155140157788992
39620,AZO,2018 q1,2550,0.6367216444528008,Ms. Elizabeth L G. Suzuki,0.3554215409746452,female,BofA Global Research,"('AZO', '2018 q1')",0.0
39621,GPC,2018 q1,2550,0.6294811473259799,Ms. Elizabeth L G. Suzuki,0.4092726554603058,female,BofA Global Research,"('GPC', '2018 q1')",0.0
39622,HD,2018 q1,2550,0.5101822377478205,Ms. Elizabeth L G. Suzuki,0.4279098510366104,female,BofA Global Research,"('HD', '2018 q1')",0.0
39623,LOW,2018 q1,2550,0.6168112977065602,Ms. Elizabeth L G. Suzuki,0.4444494346685835,female,BofA Global Research,"('LOW', '2018 q1')",0.016843119636178017
39624,ORLY,2018 q1,2550,0.602518346024363,Ms. Elizabeth L G. Suzuki,0.3993189340364168,female,BofA Global Research,"('ORLY', '2018 q1')",0.0
39625,TSCO,2018 q1,2550,0.5255610919435159,Ms. Elizabeth L G. Suzuki,0.4481008360967775,female,BofA Global Research,"('TSCO', '2018 q1')",0.021125275641679764
39626,AAP,2018 q1,2550,0.5930123897645926,"Mr. Efraim Levy, CFA",0.704336850561911,male,CFRA Equity Research,"('AAP', '2018 q1')",0.0
39627,AZO,2018 q1,2550,0.6367216444528008,"Mr. Efraim Levy, CFA",0.5991418349383686,male,CFRA Equity Research,"('AZO', '2018 q1')",0.0
39628,GPC,2018 q1,2550,0.6294811473259799,"Mr. Efraim Levy, CFA",0.5683746093649413,male,CFRA Equity Research,"('GPC', '2018 q1')",0.0
39629,KMX,2018 q1,2550,0.5496271748596717,"Mr. Efraim Levy, CFA",0.7280184751510925,male,CFRA Equity Research,"('KMX', '2018 q1')",0.0
39630,LKQ,2018 q1,2550,0.6504408038228136,"Mr. Efraim Levy, CFA",0.6293351635095309,male,CFRA Equity Research,"('LKQ', '2018 q1')",0.0
39631,ORLY,2018 q1,2550,0.602518346024363,"Mr. Efraim Levy, CFA",0.6350530661770224,male,CFRA Equity Research,"('ORLY', '2018 q1')",0.0
39632,AAP,2018 q1,2550,0.5930123897645926,Zain Akbari,0.6750691657734329,male,"Morningstar, Inc.","('AAP', '2018 q1')",0.0
39633,AAP,2018 q1,2550,0.5930123897645926,"Nick E. Mitchell, CFA",0.277305314506488,male,Northcoast Research,"('AAP', '2018 q1')",0.0
39634,AZO,2018 q1,2550,0.6367216444528008,"Nick E. Mitchell, CFA",0.3348510112472649,male,Northcoast Research,"('AZO', '2018 q1')",0.0
39635,DLTR,2018 q1,2550,0.399427536595596,"Nick E. Mitchell, CFA",0.2283259315427712,male,Northcoast Research,"('DLTR', '2018 q1')",0.0
39636,ORLY,2018 q1,2550,0.602518346024363,"Nick E. Mitchell, CFA",0.3390471379154378,male,Northcoast Research,"('ORLY', '2018 q1')",0.0
39637,ROST,2018 q1,2550,0.5384367438016824,"Nick E. Mitchell, CFA",0.2283019035216495,male,Northcoast Research,"('ROST', '2018 q1')",0.0
39638,TJX,2018 q1,2550,0.4345430740019972,"Nick E. Mitchell, CFA",0.1454820390941925,male,Northcoast Research,"('TJX', '2018 q1')",0.013939423952251673
39639,AAP,2018 q1,2550,0.5930123897645926,Mr. Ben Bienvenu,0.3260161572634267,male,Stephens Inc.,"('AAP', '2018 q1')",0.0
39640,AZO,2018 q1,2550,0.6367216444528008,Mr. Ben Bienvenu,0.405724202512533,male,Stephens Inc.,"('AZO', '2018 q1')",0.0
39641,ORLY,2018 q1,2550,0.602518346024363,Mr. Ben Bienvenu,0.3688044860030547,male,Stephens Inc.,"('ORLY', '2018 q1')",0.0
39642,TSCO,2018 q1,2550,0.5255610919435159,Mr. Ben Bienvenu,0.2816838461302824,male,Stephens Inc.,"('TSCO', '2018 q1')",0.0
39643,AAP,2018 q1,2550,0.5930123897645926,"Mr. Steven Forbes, CPA",0.229694853244801,male,Guggenheim Securities LLC,"('AAP', '2018 q1')",0.0
39644,HD,2018 q1,2550,0.5101822377478205,"Mr. Steven Forbes, CPA",0.2550537626516287,male,Guggenheim Securities LLC,"('HD', '2018 q1')",0.027683643624186516
39645,LOW,2018 q1,2550,0.6168112977065602,"Mr. Steven Forbes, CPA",0.2656552820133548,male,Guggenheim Securities LLC,"('LOW', '2018 q1')",0.0
39646,ORLY,2018 q1,2550,0.602518346024363,"Mr. Steven Forbes, CPA",0.281804070580723,male,Guggenheim Securities LLC,"('ORLY', '2018 q1')",0.0
39647,TSCO,2018 q1,2550,0.5255610919435159,"Mr. Steven Forbes, CPA",0.2106526935550719,male,Guggenheim Securities LLC,"('TSCO', '2018 q1')",0.0
39648,AAP,2018 q1,2550,0.5930123897645926,Daniel H. Hofkin,0.2927276091310131,male,William Blair & Company,"('AAP', '2018 q1')",0.0
39649,AAP,2018 q1,2550,0.5930123897645926,"Mr. Seth M. Basham, CFA",0.2656545675112739,male,Wedbush Securities Inc.,"('AAP', '2018 q1')",0.0
39650,HD,2018 q1,2550,0.5101822377478205,"Mr. Seth M. Basham, CFA",0.2182986015231023,male,Wedbush Securities Inc.,"('HD', '2018 q1')",0.0
39651,KMX,2018 q1,2550,0.5496271748596717,"Mr. Seth M. Basham, CFA",0.2671893609714434,male,Wedbush Securities Inc.,"('KMX', '2018 q1')",0.0
39652,ORLY,2018 q1,2550,0.602518346024363,"Mr. Seth M. Basham, CFA",0.2867166843884318,male,Wedbush Securities Inc.,"('ORLY', '2018 q1')",0.0
39653,AAP,2018 q1,2550,0.5930123897645926,"Scot Ciccarelli, CFA",0.3595899386499895,male,RBC Capital Markets,"('AAP', '2018 q1')",0.0
39654,AZO,2018 q1,2550,0.6367216444528008,"Scot Ciccarelli, CFA",0.6065098315808861,male,RBC Capital Markets,"('AZO', '2018 q1')",0.03333333507180214
39655,BBY,2018 q1,2550,0.6859858222848394,"Scot Ciccarelli, CFA",0.3219409257171843,male,RBC Capital Markets,"('BBY', '2018 q1')",0.019653480499982834
39656,DG,2018 q1,2550,0.4615446530169038,"Scot Ciccarelli, CFA",0.2178714868524233,male,RBC Capital Markets,"('DG', '2018 q1')",0.0
39657,DLTR,2018 q1,2550,0.399427536595596,"Scot Ciccarelli, CFA",0.0979847315545914,male,RBC Capital Markets,"('DLTR', '2018 q1')",0.0
39658,GPC,2018 q1,2550,0.6294811473259799,"Scot Ciccarelli, CFA",0.4360193086262837,male,RBC Capital Markets,"('GPC', '2018 q1')",0.0
39659,HD,2018 q1,2550,0.5101822377478205,"Scot Ciccarelli, CFA",0.3086793268579579,male,RBC Capital Markets,"('HD', '2018 q1')",0.0
39660,KMX,2018 q1,2550,0.5496271748596717,"Scot Ciccarelli, CFA",0.6309178558804667,male,RBC Capital Markets,"('KMX', '2018 q1')",0.03333333507180214
39661,LOW,2018 q1,2550,0.6168112977065602,"Scot Ciccarelli, CFA",0.3625005047867879,male,RBC Capital Markets,"('LOW', '2018 q1')",0.0
39662,ORLY,2018 q1,2550,0.602518346024363,"Scot Ciccarelli, CFA",0.3888648193993932,male,RBC Capital Markets,"('ORLY', '2018 q1')",0.0
39663,TSCO,2018 q1,2550,0.5255610919435159,"Scot Ciccarelli, CFA",0.2666560751664036,male,RBC Capital Markets,"('TSCO', '2018 q1')",0.0
39664,AAP,2018 q1,2550,0.5930123897645926,Mr. Seth I. Sigman,0.5646577430435755,male,Credit Suisse,"('AAP', '2018 q1')",0.0
39665,AZO,2018 q1,2550,0.6367216444528008,Mr. Seth I. Sigman,0.4553677874184656,male,Credit Suisse,"('AZO', '2018 q1')",0.0
39666,BBY,2018 q1,2550,0.6859858222848394,Mr. Seth I. Sigman,0.3112614227773124,male,Credit Suisse,"('BBY', '2018 q1')",0.0
39667,HD,2018 q1,2550,0.5101822377478205,Mr. Seth I. Sigman,0.296477870277131,male,Credit Suisse,"('HD', '2018 q1')",0.00457597120354573
39668,KMX,2018 q1,2550,0.5496271748596717,Mr. Seth I. Sigman,0.3941077868680847,male,Credit Suisse,"('KMX', '2018 q1')",0.00843604002147913
39669,LOW,2018 q1,2550,0.6168112977065602,Mr. Seth I. Sigman,0.324446355002234,male,Credit Suisse,"('LOW', '2018 q1')",0.0
39670,ORLY,2018 q1,2550,0.602518346024363,Mr. Seth I. Sigman,0.3415119882522946,male,Credit Suisse,"('ORLY', '2018 q1')",0.0
39671,TGT,2018 q1,2550,0.7316123977277341,Mr. Seth I. Sigman,0.2994017650799905,male,Credit Suisse,"('TGT', '2018 q1')",0.0
39672,TSCO,2018 q1,2550,0.5255610919435159,Mr. Seth I. Sigman,0.2364887607390713,male,Credit Suisse,"('TSCO', '2018 q1')",0.0
39673,AAP,2018 q1,2550,0.5930123897645926,"Mr. Bret D. Jordan, CFA, CFA",0.5746396523994957,male,Jefferies,"('AAP', '2018 q1')",0.0
39674,AZO,2018 q1,2550,0.6367216444528008,"Mr. Bret D. Jordan, CFA, CFA",0.5113221034173948,male,Jefferies,"('AZO', '2018 q1')",0.0
39675,GPC,2018 q1,2550,0.6294811473259799,"Mr. Bret D. Jordan, CFA, CFA",0.6447989639864282,male,Jefferies,"('GPC', '2018 q1')",0.0
39676,LKQ,2018 q1,2550,0.6504408038228136,"Mr. Bret D. Jordan, CFA, CFA",0.586453927993677,male,Jefferies,"('LKQ', '2018 q1')",0.0
39677,ORLY,2018 q1,2550,0.602518346024363,"Mr. Bret D. Jordan, CFA, CFA",0.1726945644311819,male,Jefferies,"('ORLY', '2018 q1')",0.0
39678,AMZN,2018 q1,2550,0.473455531687629,CFRA Research,0.5374442246370066,Not a person,CFRA Equity Research,"('AMZN', '2018 q1')",0.0
39679,AZO,2018 q1,2550,0.6367216444528008,CFRA Research,0.5745528029219715,Not a person,CFRA Equity Research,"('AZO', '2018 q1')",0.0
39680,DG,2018 q1,2550,0.4615446530169038,CFRA Research,0.6085723266059146,Not a person,CFRA Equity Research,"('DG', '2018 q1')",0.0
39681,DLTR,2018 q1,2550,0.399427536595596,CFRA Research,0.5305199234261379,Not a person,CFRA Equity Research,"('DLTR', '2018 q1')",0.0
39682,EXPE,2018 q1,2550,0.3831343574328228,CFRA Research,0.6610195504074698,Not a person,CFRA Equity Research,"('EXPE', '2018 q1')",0.0
39683,GPC,2018 q1,2550,0.6294811473259799,CFRA Research,0.5673040354551114,Not a person,CFRA Equity Research,"('GPC', '2018 q1')",0.0
39684,JWN,2018 q1,2550,0.6105423780329446,CFRA Research,0.5393413619362225,Not a person,CFRA Equity Research,"('JWN', '2018 q1')",0.0
39685,KSS,2018 q1,2550,0.5096708554368423,CFRA Research,0.5840119837970853,Not a person,CFRA Equity Research,"('KSS', '2018 q1')",0.0
39686,LKQ,2018 q1,2550,0.6504408038228136,CFRA Research,0.6236220873967308,Not a person,CFRA Equity Research,"('LKQ', '2018 q1')",0.0
39687,ORLY,2018 q1,2550,0.602518346024363,CFRA Research,0.6345650976775122,Not a person,CFRA Equity Research,"('ORLY', '2018 q1')",0.0
39688,TGT,2018 q1,2550,0.7316123977277341,CFRA Research,0.691138240173632,Not a person,CFRA Equity Research,"('TGT', '2018 q1')",0.0
39689,AMZN,2018 q1,2550,0.473455531687629,Scott A. Mushkin,0.1890403608063113,male,Wolfe Research,"('AMZN', '2018 q1')",0.0
39690,BBY,2018 q1,2550,0.6859858222848394,Scott A. Mushkin,0.2356222917561402,male,Wolfe Research,"('BBY', '2018 q1')",0.0
39691,HD,2018 q1,2550,0.5101822377478205,Scott A. Mushkin,0.1651672201064346,male,Wolfe Research,"('HD', '2018 q1')",0.01955585740506649
39692,LOW,2018 q1,2550,0.6168112977065602,Scott A. Mushkin,0.2125004896751273,male,Wolfe Research,"('LOW', '2018 q1')",0.0
39693,TSCO,2018 q1,2550,0.5255610919435159,Scott A. Mushkin,0.1465911847863744,male,Wolfe Research,"('TSCO', '2018 q1')",0.0
39694,AMZN,2018 q1,2550,0.473455531687629,John Belton,0.1025569310004705,male,EVERCORE ISI,"('AMZN', '2018 q1')",0.0
39695,EBAY,2018 q1,2550,0.4203628867574739,John Belton,0.2144187175322021,male,EVERCORE ISI,"('EBAY', '2018 q1')",0.0
39696,AMZN,2018 q1,2550,0.473455531687629,"Tuna N. Amobi, CFA",0.5334491642819328,male,CFRA Equity Research,"('AMZN', '2018 q1')",0.0
39697,EXPE,2018 q1,2550,0.3831343574328228,"Tuna N. Amobi, CFA",0.6782636156797494,male,CFRA Equity Research,"('EXPE', '2018 q1')",0.0
39698,AMZN,2018 q1,2550,0.473455531687629,Mr. Youssef H. Squali,0.2378750675893514,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2018 q1')",0.0
39699,EBAY,2018 q1,2550,0.4203628867574739,Mr. Youssef H. Squali,0.1349377536603638,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2018 q1')",0.01965694408863783
39700,AMZN,2018 q1,2550,0.473455531687629,"Mr. R.J. J. Hottovy, Jr",0.4525584529039035,male,"Morningstar, Inc.","('AMZN', '2018 q1')",0.0
39701,BBY,2018 q1,2550,0.6859858222848394,"Mr. R.J. J. Hottovy, Jr",0.768903738073902,male,"Morningstar, Inc.","('BBY', '2018 q1')",0.012346492148935795
39702,EBAY,2018 q1,2550,0.4203628867574739,"Mr. R.J. J. Hottovy, Jr",0.6610969120561008,male,"Morningstar, Inc.","('EBAY', '2018 q1')",0.0
39703,AMZN,2018 q1,2550,0.473455531687629,Lloyd Walmsley,0.2379597800871255,male,Deutsche Bank,"('AMZN', '2018 q1')",0.0
39704,EBAY,2018 q1,2550,0.4203628867574739,Lloyd Walmsley,0.1904944198875017,male,Deutsche Bank,"('EBAY', '2018 q1')",0.0
39705,EXPE,2018 q1,2550,0.3831343574328228,Lloyd Walmsley,0.1416782959638391,male,Deutsche Bank,"('EXPE', '2018 q1')",0.030177906155586243
39706,AMZN,2018 q1,2550,0.473455531687629,Cedric Lecasble,0.2938722094625706,male,Raymond James Europe RJEE/RJFI,"('AMZN', '2018 q1')",0.0
39707,AMZN,2018 q1,2550,0.473455531687629,Mr. Victor Anthony,0.0633955403230055,male,Aegis Capital,"('AMZN', '2018 q1')",0.0
39708,AMZN,2018 q1,2550,0.473455531687629,Ms. Shubhadha Mathad,0.6098839189774843,female,Crispidea,"('AMZN', '2018 q1')",0.0
39709,AMZN,2018 q1,2550,0.473455531687629,William Kerr,0.2271409213529063,male,Cowen and Company,"('AMZN', '2018 q1')",0.0
39710,EBAY,2018 q1,2550,0.4203628867574739,William Kerr,0.1819769912513641,male,Cowen and Company,"('EBAY', '2018 q1')",0.0
39711,AMZN,2018 q1,2550,0.473455531687629,Mr. Jason S. Helfstein,0.0599250892735041,male,"Oppenheimer & Co., Inc.","('AMZN', '2018 q1')",0.00962368119508028
39712,EXPE,2018 q1,2550,0.3831343574328228,Mr. Jason S. Helfstein,0.0681791421916906,male,"Oppenheimer & Co., Inc.","('EXPE', '2018 q1')",0.0
39713,AMZN,2018 q1,2550,0.473455531687629,Mr. Brent J. Thill,0.1504814943685999,male,Jefferies,"('AMZN', '2018 q1')",0.0
39714,EBAY,2018 q1,2550,0.4203628867574739,Mr. Brent J. Thill,0.2604938774912724,male,Jefferies,"('EBAY', '2018 q1')",0.01927967555820942
39715,AMZN,2018 q1,2550,0.473455531687629,"Mr. Shyam Patil, CFA",0.2043702825844733,male,Susquehanna Financial Group LLLP,"('AMZN', '2018 q1')",0.010369205847382545
39716,EBAY,2018 q1,2550,0.4203628867574739,"Mr. Shyam Patil, CFA",0.591984493298257,male,Susquehanna Financial Group LLLP,"('EBAY', '2018 q1')",0.0
39717,EXPE,2018 q1,2550,0.3831343574328228,"Mr. Shyam Patil, CFA",0.6220907616551293,male,Susquehanna Financial Group LLLP,"('EXPE', '2018 q1')",0.0
39718,AMZN,2018 q1,2550,0.473455531687629,"Mr. Ronald V. Josey, III",0.0847040263823155,male,JMP Securities,"('AMZN', '2018 q1')",0.0
39719,EBAY,2018 q1,2550,0.4203628867574739,"Mr. Ronald V. Josey, III",0.1155412011002336,male,JMP Securities,"('EBAY', '2018 q1')",0.0
39720,EXPE,2018 q1,2550,0.3831343574328228,"Mr. Ronald V. Josey, III",0.0950582955651344,male,JMP Securities,"('EXPE', '2018 q1')",0.0
39721,AMZN,2018 q1,2550,0.473455531687629,Justin Post,0.1044936048054293,male,BofA Global Research,"('AMZN', '2018 q1')",0.0
39722,EBAY,2018 q1,2550,0.4203628867574739,Justin Post,0.2111661628921012,male,BofA Global Research,"('EBAY', '2018 q1')",0.01016879640519619
39723,EXPE,2018 q1,2550,0.3831343574328228,Justin Post,0.0886942558963156,male,BofA Global Research,"('EXPE', '2018 q1')",0.01834135316312313
39724,AMZN,2018 q1,2550,0.473455531687629,"Mr. Michael Graham, CFA",0.2149655564084084,male,Canaccord Genuity,"('AMZN', '2018 q1')",0.0
39725,EBAY,2018 q1,2550,0.4203628867574739,"Mr. Michael Graham, CFA",0.1302184822098921,male,Canaccord Genuity,"('EBAY', '2018 q1')",0.02215946838259697
39726,AMZN,2018 q1,2550,0.473455531687629,"Mr. Brian T. Nowak, CFA",0.2435215241858293,male,Morgan Stanley,"('AMZN', '2018 q1')",0.0
39727,EXPE,2018 q1,2550,0.3831343574328228,"Mr. Brian T. Nowak, CFA",0.2105959581227014,male,Morgan Stanley,"('EXPE', '2018 q1')",0.0
39728,AMZN,2018 q1,2550,0.473455531687629,Mr. Ross Sandler,0.2343636719025066,male,Barclays,"('AMZN', '2018 q1')",0.0
39729,EBAY,2018 q1,2550,0.4203628867574739,Mr. Ross Sandler,0.2002593087626616,male,Barclays,"('EBAY', '2018 q1')",0.0
39730,AMZN,2018 q1,2550,0.473455531687629,"Shebly Seyrafi, CFA",0.6431071002456564,male,FBN Securities,"('AMZN', '2018 q1')",0.03333333507180214
39731,AMZN,2018 q1,2550,0.473455531687629,Christopher J. Versace,0.6825515834275288,male,Tematica Research,"('AMZN', '2018 q1')",0.03113497421145439
39732,AMZN,2018 q1,2550,0.473455531687629,Myoungjoo Kim,0.3416423463606944,female,Jefferies,"('AMZN', '2018 q1')",0.013257930055260658
39733,AMZN,2018 q1,2550,0.473455531687629,Ms. Shejal Ajmera,0.480227197110789,female,Crispidea,"('AMZN', '2018 q1')",0.0
39734,AMZN,2018 q1,2550,0.473455531687629,Mr. Stephen D. Ju,0.1715904566032819,male,Credit Suisse,"('AMZN', '2018 q1')",0.0
39735,AMZN,2018 q1,2550,0.473455531687629,Mr. Robert S. Drbul,0.0801412529998452,male,Guggenheim Securities LLC,"('AMZN', '2018 q1')",0.0
39736,EBAY,2018 q1,2550,0.4203628867574739,Mr. Robert S. Drbul,0.1697832776448461,male,Guggenheim Securities LLC,"('EBAY', '2018 q1')",0.0
39737,GPS,2018 q1,2550,0.4931616198667651,Mr. Robert S. Drbul,0.3765751386351029,male,Guggenheim Securities LLC,"('GPS', '2018 q1')",0.01930956169962883
39738,KSS,2018 q1,2550,0.5096708554368423,Mr. Robert S. Drbul,0.487483983750581,male,Guggenheim Securities LLC,"('KSS', '2018 q1')",0.03137101233005524
39739,LB,2018 q1,2550,0.4176264645110599,Mr. Robert S. Drbul,0.2656361444099217,male,Guggenheim Securities LLC,"('LB', '2018 q1')",0.0
39740,ROST,2018 q1,2550,0.5384367438016824,Mr. Robert S. Drbul,0.1326163971572434,male,Guggenheim Securities LLC,"('ROST', '2018 q1')",0.0
39741,TGT,2018 q1,2550,0.7316123977277341,Mr. Robert S. Drbul,0.6246932668027942,male,Guggenheim Securities LLC,"('TGT', '2018 q1')",0.0
39742,TIF,2018 q1,2550,0.679492489614985,Mr. Robert S. Drbul,0.3423372751383215,male,Guggenheim Securities LLC,"('TIF', '2018 q1')",0.0
39743,TJX,2018 q1,2550,0.4345430740019972,Mr. Robert S. Drbul,0.1182931583875892,male,Guggenheim Securities LLC,"('TJX', '2018 q1')",0.0
39744,AMZN,2018 q1,2550,0.473455531687629,Michael H. Pachter,0.1243531888342208,male,Wedbush Securities Inc.,"('AMZN', '2018 q1')",0.0
39745,BBY,2018 q1,2550,0.6859858222848394,Michael H. Pachter,0.4025921326432534,male,Wedbush Securities Inc.,"('BBY', '2018 q1')",0.0
39746,AMZN,2018 q1,2550,0.473455531687629,Keith B. Hughes,0.7357813063500277,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2018 q1')",0.0
39747,HD,2018 q1,2550,0.5101822377478205,Keith B. Hughes,0.261429347871587,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2018 q1')",0.0
39748,AMZN,2018 q1,2550,0.473455531687629,Michael J. Olson,0.1128877771231425,male,Piper Sandler Companies,"('AMZN', '2018 q1')",0.0
39749,EBAY,2018 q1,2550,0.4203628867574739,Michael J. Olson,0.289185585180387,male,Piper Sandler Companies,"('EBAY', '2018 q1')",0.010974007658660412
39750,EXPE,2018 q1,2550,0.3831343574328228,Michael J. Olson,0.1278327726900703,male,Piper Sandler Companies,"('EXPE', '2018 q1')",0.0
39751,AMZN,2018 q1,2550,0.473455531687629,Mr. Robert Sanderson,0.2621608330168737,male,MKM Partners,"('AMZN', '2018 q1')",0.01738976687192917
39752,EXPE,2018 q1,2550,0.3831343574328228,Mr. Robert Sanderson,0.1684271469575359,male,MKM Partners,"('EXPE', '2018 q1')",0.017000708729028702
39753,AMZN,2018 q1,2550,0.473455531687629,"Mr. Daniel L. Kurnos, CFA",0.0984513200446807,male,The Benchmark Company LLC,"('AMZN', '2018 q1')",0.0
39754,EBAY,2018 q1,2550,0.4203628867574739,"Mr. Daniel L. Kurnos, CFA",0.0804466123090724,male,The Benchmark Company LLC,"('EBAY', '2018 q1')",0.021701245568692684
39755,AMZN,2018 q1,2550,0.473455531687629,Mr. Mark S. Mahaney,0.0797501690372897,male,RBC Capital Markets,"('AMZN', '2018 q1')",0.0059019168838858604
39756,EXPE,2018 q1,2550,0.3831343574328228,Mr. Mark S. Mahaney,0.0982450852992546,male,RBC Capital Markets,"('EXPE', '2018 q1')",0.010345912538468838
39757,AMZN,2018 q1,2550,0.473455531687629,Mr. John DiFucci,0.5269280850149666,male,Jefferies,"('AMZN', '2018 q1')",0.0
39758,AMZN,2018 q1,2550,0.473455531687629,Mr. Ryan Domyancic,0.1393361560078577,male,William Blair & Company,"('AMZN', '2018 q1')",0.0
39759,AMZN,2018 q1,2550,0.473455531687629,Mr. Derek Higa,0.6548713299283728,male,William O'Neil + Co.,"('AMZN', '2018 q1')",0.0
39760,AZO,2018 q1,2550,0.6367216444528008,"Brian W. Nagel, CFA",0.216702505253661,male,"Oppenheimer & Co., Inc.","('AZO', '2018 q1')",0.02035411447286606
39761,KMX,2018 q1,2550,0.5496271748596717,"Brian W. Nagel, CFA",0.2291607088909449,male,"Oppenheimer & Co., Inc.","('KMX', '2018 q1')",0.0
39762,ORLY,2018 q1,2550,0.602518346024363,"Brian W. Nagel, CFA",0.1344982980854663,male,"Oppenheimer & Co., Inc.","('ORLY', '2018 q1')",0.0
39763,TSCO,2018 q1,2550,0.5255610919435159,"Brian W. Nagel, CFA",0.1962610369368019,male,"Oppenheimer & Co., Inc.","('TSCO', '2018 q1')",0.014824622310698032
39764,AZO,2018 q1,2550,0.6367216444528008,"Mr. Simeon Gutman, CFA",0.4614632522794972,male,Morgan Stanley,"('AZO', '2018 q1')",0.0
39765,BBY,2018 q1,2550,0.6859858222848394,"Mr. Simeon Gutman, CFA",0.4591882200440161,male,Morgan Stanley,"('BBY', '2018 q1')",0.0
39766,TGT,2018 q1,2550,0.7316123977277341,"Mr. Simeon Gutman, CFA",0.561325658989197,male,Morgan Stanley,"('TGT', '2018 q1')",0.0
39767,BBY,2018 q1,2550,0.6859858222848394,Victor Ahluwalia,0.8156358697546239,male,CFRA Equity Research,"('BBY', '2018 q1')",0.0
39768,GPS,2018 q1,2550,0.4931616198667651,Victor Ahluwalia,0.6222638177161339,male,CFRA Equity Research,"('GPS', '2018 q1')",0.0
39769,HD,2018 q1,2550,0.5101822377478205,Victor Ahluwalia,0.7888914235207736,male,CFRA Equity Research,"('HD', '2018 q1')",0.0
39770,LB,2018 q1,2550,0.4176264645110599,Victor Ahluwalia,0.6293135360061327,male,CFRA Equity Research,"('LB', '2018 q1')",0.0
39771,LOW,2018 q1,2550,0.6168112977065602,Victor Ahluwalia,0.8186884005543618,male,CFRA Equity Research,"('LOW', '2018 q1')",0.0
39772,ROST,2018 q1,2550,0.5384367438016824,Victor Ahluwalia,0.5042948196227105,male,CFRA Equity Research,"('ROST', '2018 q1')",0.0
39773,TIF,2018 q1,2550,0.679492489614985,Victor Ahluwalia,0.7699234470686734,male,CFRA Equity Research,"('TIF', '2018 q1')",0.0
39774,TJX,2018 q1,2550,0.4345430740019972,Victor Ahluwalia,0.5679071690698666,male,CFRA Equity Research,"('TJX', '2018 q1')",0.0
39775,TSCO,2018 q1,2550,0.5255610919435159,Victor Ahluwalia,0.591388445061966,male,CFRA Equity Research,"('TSCO', '2018 q1')",0.0
39776,BBY,2018 q1,2550,0.6859858222848394,Mr. Joseph I. Feldman,0.2814378734859254,male,Telsey Advisory Group,"('BBY', '2018 q1')",0.037817854434251785
39777,DG,2018 q1,2550,0.4615446530169038,Mr. Joseph I. Feldman,0.2055801024367309,male,Telsey Advisory Group,"('DG', '2018 q1')",0.0
39778,TGT,2018 q1,2550,0.7316123977277341,Mr. Joseph I. Feldman,0.3232397884949828,male,Telsey Advisory Group,"('TGT', '2018 q1')",0.01438349299132824
39779,TSCO,2018 q1,2550,0.5255610919435159,Mr. Joseph I. Feldman,0.135595700289302,male,Telsey Advisory Group,"('TSCO', '2018 q1')",0.0
39780,BBY,2018 q1,2550,0.6859858222848394,Mr. Peter J. Keith,0.3254061817506506,male,Piper Sandler Companies,"('BBY', '2018 q1')",0.0
39781,DLTR,2018 q1,2550,0.399427536595596,Mr. Peter J. Keith,0.1063069324902848,male,Piper Sandler Companies,"('DLTR', '2018 q1')",0.0
39782,HD,2018 q1,2550,0.5101822377478205,Mr. Peter J. Keith,0.2136086990655349,male,Piper Sandler Companies,"('HD', '2018 q1')",0.0
39783,LOW,2018 q1,2550,0.6168112977065602,Mr. Peter J. Keith,0.3787111509192378,male,Piper Sandler Companies,"('LOW', '2018 q1')",0.04725254327058792
39784,TSCO,2018 q1,2550,0.5255610919435159,Mr. Peter J. Keith,0.3419706150151521,male,Piper Sandler Companies,"('TSCO', '2018 q1')",0.0
39785,BBY,2018 q1,2550,0.6859858222848394,SADIF Research,0.972052386850086,Not a person,Sadif Analytics Prime,"('BBY', '2018 q1')",0.9795119166374207
39786,DG,2018 q1,2550,0.4615446530169038,SADIF Research,0.9659140267025772,Not a person,Sadif Analytics Prime,"('DG', '2018 q1')",0.9192883968353271
39787,JWN,2018 q1,2550,0.6105423780329446,SADIF Research,0.978860280374887,Not a person,Sadif Analytics Prime,"('JWN', '2018 q1')",0.953639805316925
39788,LKQ,2018 q1,2550,0.6504408038228136,SADIF Research,0.9936279706177888,Not a person,Sadif Analytics Prime,"('LKQ', '2018 q1')",0.9710779786109924
39789,ORLY,2018 q1,2550,0.602518346024363,SADIF Research,0.9665121774836404,Not a person,Sadif Analytics Prime,"('ORLY', '2018 q1')",0.9139596223831177
39790,TSCO,2018 q1,2550,0.5255610919435159,SADIF Research,0.9902756638624854,Not a person,Sadif Analytics Prime,"('TSCO', '2018 q1')",0.9693640470504761
39791,BBY,2018 q1,2550,0.6859858222848394,"Curtis Nagle, CFA",0.4313534896737181,male,BofA Global Research,"('BBY', '2018 q1')",0.0
39792,BBY,2018 q1,2550,0.6859858222848394,"Mr. Daniel T. Binder, CFA, CFA",0.6000224789986954,male,Jefferies,"('BBY', '2018 q1')",0.03333333507180214
39793,DG,2018 q1,2550,0.4615446530169038,"Mr. Daniel T. Binder, CFA, CFA",0.2864688479478239,male,Jefferies,"('DG', '2018 q1')",0.015866359695792198
39794,HD,2018 q1,2550,0.5101822377478205,"Mr. Daniel T. Binder, CFA, CFA",0.1422935877478474,male,Jefferies,"('HD', '2018 q1')",0.023435672745108604
39795,BKNG,2018 q1,2550,0.0,Mr. Marc Pouey,,male,BofA Global Research,"('BKNG', '2018 q1')",0.02910130750387907
39796,DG,2018 q1,2550,0.4615446530169038,Patrick McKeever,0.1978782405555415,male,MKM Partners,"('DG', '2018 q1')",0.007064910605549812
39797,DLTR,2018 q1,2550,0.399427536595596,Patrick McKeever,0.1669160023985229,male,MKM Partners,"('DLTR', '2018 q1')",0.0
39798,KSS,2018 q1,2550,0.5096708554368423,Patrick McKeever,0.2131516026031001,male,MKM Partners,"('KSS', '2018 q1')",0.0
39799,TGT,2018 q1,2550,0.7316123977277341,Patrick McKeever,0.3670655034843282,male,MKM Partners,"('TGT', '2018 q1')",0.0
39800,DG,2018 q1,2550,0.4615446530169038,Mr. Rupesh Parikh,0.1801413393587445,male,"Oppenheimer & Co., Inc.","('DG', '2018 q1')",0.011703760363161564
39801,DLTR,2018 q1,2550,0.399427536595596,Mr. Rupesh Parikh,0.1696308193553869,male,"Oppenheimer & Co., Inc.","('DLTR', '2018 q1')",0.0
39802,DG,2018 q1,2550,0.4615446530169038,Mr. Vincent J. Sinisi,0.2452999812379089,male,Morgan Stanley,"('DG', '2018 q1')",0.012957555241882801
39803,DLTR,2018 q1,2550,0.399427536595596,Mr. Vincent J. Sinisi,0.1922917775929642,male,Morgan Stanley,"('DLTR', '2018 q1')",0.0
39804,DG,2018 q1,2550,0.4615446530169038,Karen Short,0.2328528290841974,female,Barclays,"('DG', '2018 q1')",0.0
39805,DLTR,2018 q1,2550,0.399427536595596,Karen Short,0.2526668914412437,female,Barclays,"('DLTR', '2018 q1')",0.0
39806,DG,2018 q1,2550,0.4615446530169038,Mr. John E. Heinbockel,0.1489957720792998,male,Guggenheim Securities LLC,"('DG', '2018 q1')",0.0
39807,DG,2018 q1,2550,0.4615446530169038,"Ari Wald, CFA",0.2989345440778698,male,"Oppenheimer & Co., Inc.","('DG', '2018 q1')",0.03043530508875847
39808,DG,2018 q1,2550,0.4615446530169038,"Robert F. Ohmes, CFA",0.2523692167596283,male,BofA Global Research,"('DG', '2018 q1')",0.0
39809,TGT,2018 q1,2550,0.7316123977277341,"Robert F. Ohmes, CFA",0.5859019715188475,male,BofA Global Research,"('TGT', '2018 q1')",0.03333333507180214
39810,DLTR,2018 q1,2550,0.399427536595596,"Ms. Kelly L. Crago, CFA",0.1106565218475222,female,The Buckingham Research Group,"('DLTR', '2018 q1')",0.0
39811,GPS,2018 q1,2550,0.4931616198667651,"Ms. Kelly L. Crago, CFA",0.1681706410136238,female,The Buckingham Research Group,"('GPS', '2018 q1')",0.0
39812,LB,2018 q1,2550,0.4176264645110599,"Ms. Kelly L. Crago, CFA",0.083040216114073,female,The Buckingham Research Group,"('LB', '2018 q1')",0.0
39813,DLTR,2018 q1,2550,0.399427536595596,"Paul E. Trussell, CFA",0.9463714519898128,male,Deutsche Bank,"('DLTR', '2018 q1')",0.0
39814,TGT,2018 q1,2550,0.7316123977277341,"Paul E. Trussell, CFA",0.946087128154453,male,Deutsche Bank,"('TGT', '2018 q1')",0.0
39815,EBAY,2018 q1,2550,0.4203628867574739,Mr. Scott H. Kessler,0.8118867553260933,male,CFRA Equity Research,"('EBAY', '2018 q1')",0.0
39816,EBAY,2018 q1,2550,0.4203628867574739,Mr. Stephen Turner,0.0977600950316595,male,Hilliard Lyons,"('EBAY', '2018 q1')",0.06228867173194885
39817,EXPE,2018 q1,2550,0.3831343574328228,Mr. Jake A. Fuller,0.1695996490179838,male,Guggenheim Securities LLC,"('EXPE', '2018 q1')",0.010303285593787829
39818,EXPE,2018 q1,2550,0.3831343574328228,"Mr. Edward M. Woo, CFA",0.1250217227693523,male,Ascendiant Capital Markets,"('EXPE', '2018 q1')",0.0
39819,EXPE,2018 q1,2550,0.3831343574328228,Mr. Deepak Mathivanan,0.0766263473404246,male,Barclays,"('EXPE', '2018 q1')",0.006111345952376723
39820,EXPE,2018 q1,2550,0.3831343574328228,Naved Khan,0.3271047884325155,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2018 q1')",0.0
39821,EXPE,2018 q1,2550,0.3831343574328228,Mr. Paul Bieber,0.2783371675887928,male,Credit Suisse,"('EXPE', '2018 q1')",0.0
39822,EXPE,2018 q1,2550,0.3831343574328228,Mr. Dan Wasiolek,0.3099476642684431,male,"Morningstar, Inc.","('EXPE', '2018 q1')",0.005767946597188711
39823,EXPE,2018 q1,2550,0.3831343574328228,"Mr. Kevin C. Kopelman, CFA",0.0762699687125992,male,Cowen and Company,"('EXPE', '2018 q1')",0.0
39824,GPS,2018 q1,2550,0.4931616198667651,"Lorraine C. Hutchinson, CFA",0.3254044857829262,female,BofA Global Research,"('GPS', '2018 q1')",0.0
39825,JWN,2018 q1,2550,0.6105423780329446,"Lorraine C. Hutchinson, CFA",0.3572061556140725,female,BofA Global Research,"('JWN', '2018 q1')",0.0
39826,KSS,2018 q1,2550,0.5096708554368423,"Lorraine C. Hutchinson, CFA",0.2939076025040036,female,BofA Global Research,"('KSS', '2018 q1')",0.01666666753590107
39827,LB,2018 q1,2550,0.4176264645110599,"Lorraine C. Hutchinson, CFA",0.2846709437903036,female,BofA Global Research,"('LB', '2018 q1')",0.004190510759751002
39828,ROST,2018 q1,2550,0.5384367438016824,"Lorraine C. Hutchinson, CFA",0.2937950725727289,female,BofA Global Research,"('ROST', '2018 q1')",0.019633686169981956
39829,TIF,2018 q1,2550,0.679492489614985,"Lorraine C. Hutchinson, CFA",0.5062950499637934,female,BofA Global Research,"('TIF', '2018 q1')",0.018575927863518398
39830,TJX,2018 q1,2550,0.4345430740019972,"Lorraine C. Hutchinson, CFA",0.1941520924602301,female,BofA Global Research,"('TJX', '2018 q1')",0.0
39831,GPS,2018 q1,2550,0.4931616198667651,Bridget Weishaar,0.7922323138168806,female,"Morningstar, Inc.","('GPS', '2018 q1')",0.0
39832,KSS,2018 q1,2550,0.5096708554368423,Bridget Weishaar,0.6706136798630609,female,"Morningstar, Inc.","('KSS', '2018 q1')",0.03333333507180214
39833,ROST,2018 q1,2550,0.5384367438016824,Bridget Weishaar,0.5167803702046133,female,"Morningstar, Inc.","('ROST', '2018 q1')",0.0
39834,GPS,2018 q1,2550,0.4931616198667651,Anna A. Andreeva,0.1703623547739267,female,"Oppenheimer & Co., Inc.","('GPS', '2018 q1')",0.0
39835,GPS,2018 q1,2550,0.4931616198667651,"Mr. Oliver Chen, CFA",0.4847077202838923,male,Cowen and Company,"('GPS', '2018 q1')",0.0
39836,JWN,2018 q1,2550,0.6105423780329446,"Mr. Oliver Chen, CFA",0.6674227183749736,male,Cowen and Company,"('JWN', '2018 q1')",0.0
39837,KSS,2018 q1,2550,0.5096708554368423,"Mr. Oliver Chen, CFA",0.2152105517485103,male,Cowen and Company,"('KSS', '2018 q1')",0.0
39838,LB,2018 q1,2550,0.4176264645110599,"Mr. Oliver Chen, CFA",0.3797485501413373,male,Cowen and Company,"('LB', '2018 q1')",0.0
39839,ROST,2018 q1,2550,0.5384367438016824,"Mr. Oliver Chen, CFA",0.4465322407491424,male,Cowen and Company,"('ROST', '2018 q1')",0.0
39840,TGT,2018 q1,2550,0.7316123977277341,"Mr. Oliver Chen, CFA",0.584719549385712,male,Cowen and Company,"('TGT', '2018 q1')",0.013194884173572063
39841,TIF,2018 q1,2550,0.679492489614985,"Mr. Oliver Chen, CFA",0.3946892839094706,male,Cowen and Company,"('TIF', '2018 q1')",0.0
39842,TJX,2018 q1,2550,0.4345430740019972,"Mr. Oliver Chen, CFA",0.1445270763417981,male,Cowen and Company,"('TJX', '2018 q1')",0.0
39843,GPS,2018 q1,2550,0.4931616198667651,Adrienne Y. Yih,0.1651057214588599,female,Wolfe Research,"('GPS', '2018 q1')",0.015229286625981331
39844,JWN,2018 q1,2550,0.6105423780329446,Adrienne Y. Yih,0.1805853869378182,female,Wolfe Research,"('JWN', '2018 q1')",0.007074858993291855
39845,LB,2018 q1,2550,0.4176264645110599,Adrienne Y. Yih,0.1759886756883771,female,Wolfe Research,"('LB', '2018 q1')",0.012046018615365028
39846,ROST,2018 q1,2550,0.5384367438016824,Adrienne Y. Yih,0.1270917468664024,female,Wolfe Research,"('ROST', '2018 q1')",0.0
39847,TJX,2018 q1,2550,0.4345430740019972,Adrienne Y. Yih,0.1925403764847076,female,Wolfe Research,"('TJX', '2018 q1')",0.0
39848,GPS,2018 q1,2550,0.4931616198667651,Mr. Brian Tunick,0.1822184741117273,male,RBC Capital Markets,"('GPS', '2018 q1')",0.0
39849,JWN,2018 q1,2550,0.6105423780329446,Mr. Brian Tunick,0.2551279055734096,male,RBC Capital Markets,"('JWN', '2018 q1')",0.0
39850,KSS,2018 q1,2550,0.5096708554368423,Mr. Brian Tunick,0.160231152502859,male,RBC Capital Markets,"('KSS', '2018 q1')",0.0
39851,LB,2018 q1,2550,0.4176264645110599,Mr. Brian Tunick,0.1016377244787761,male,RBC Capital Markets,"('LB', '2018 q1')",0.0
39852,ROST,2018 q1,2550,0.5384367438016824,Mr. Brian Tunick,0.6712304873609743,male,RBC Capital Markets,"('ROST', '2018 q1')",0.03333333507180214
39853,TIF,2018 q1,2550,0.679492489614985,Mr. Brian Tunick,0.3233875430735057,male,RBC Capital Markets,"('TIF', '2018 q1')",0.006790660787373781
39854,TJX,2018 q1,2550,0.4345430740019972,Mr. Brian Tunick,0.1895597163365757,male,RBC Capital Markets,"('TJX', '2018 q1')",0.0
39855,GPS,2018 q1,2550,0.4931616198667651,Pamela M. Quintiliano,0.1155150981184929,female,SunTrust Robinson Humphrey Capital Markets,"('GPS', '2018 q1')",0.0
39856,ROST,2018 q1,2550,0.5384367438016824,Pamela M. Quintiliano,0.1159750271530952,female,SunTrust Robinson Humphrey Capital Markets,"('ROST', '2018 q1')",0.0
39857,TJX,2018 q1,2550,0.4345430740019972,Pamela M. Quintiliano,0.1236524285992399,female,SunTrust Robinson Humphrey Capital Markets,"('TJX', '2018 q1')",0.0
39858,GPS,2018 q1,2550,0.4931616198667651,"Ms. Roxanne F. Meyer, CFA",0.2091694815742301,female,MKM Partners,"('GPS', '2018 q1')",0.03672679327428341
39859,LB,2018 q1,2550,0.4176264645110599,"Ms. Roxanne F. Meyer, CFA",0.1575588930385234,female,MKM Partners,"('LB', '2018 q1')",0.021960027515888214
39860,TJX,2018 q1,2550,0.4345430740019972,"Ms. Roxanne F. Meyer, CFA",0.2535097820350482,female,MKM Partners,"('TJX', '2018 q1')",0.010280531831085682
39861,GPS,2018 q1,2550,0.4931616198667651,Ms. Dana L. Telsey,0.2833523985147904,female,Telsey Advisory Group,"('GPS', '2018 q1')",0.0
39862,JWN,2018 q1,2550,0.6105423780329446,Ms. Dana L. Telsey,0.3216266821802561,female,Telsey Advisory Group,"('JWN', '2018 q1')",0.01676255837082863
39863,KSS,2018 q1,2550,0.5096708554368423,Ms. Dana L. Telsey,0.1972341237189834,female,Telsey Advisory Group,"('KSS', '2018 q1')",0.0
39864,LB,2018 q1,2550,0.4176264645110599,Ms. Dana L. Telsey,0.2959617883782833,female,Telsey Advisory Group,"('LB', '2018 q1')",0.0
39865,ROST,2018 q1,2550,0.5384367438016824,Ms. Dana L. Telsey,0.1645796680972838,female,Telsey Advisory Group,"('ROST', '2018 q1')",0.015060052275657654
39866,TIF,2018 q1,2550,0.679492489614985,Ms. Dana L. Telsey,0.4707587955928557,female,Telsey Advisory Group,"('TIF', '2018 q1')",0.0
39867,GPS,2018 q1,2550,0.4931616198667651,Mr. Omar R. Saad,0.708634520628674,male,EVERCORE ISI,"('GPS', '2018 q1')",0.046622954308986664
39868,KSS,2018 q1,2550,0.5096708554368423,Mr. Omar R. Saad,0.4145562910475251,male,EVERCORE ISI,"('KSS', '2018 q1')",0.022380484268069267
39869,LB,2018 q1,2550,0.4176264645110599,Mr. Omar R. Saad,0.4909544564170525,male,EVERCORE ISI,"('LB', '2018 q1')",0.018332069739699364
39870,ROST,2018 q1,2550,0.5384367438016824,Mr. Omar R. Saad,0.5362063308905443,male,EVERCORE ISI,"('ROST', '2018 q1')",0.04355510324239731
39871,TIF,2018 q1,2550,0.679492489614985,Mr. Omar R. Saad,0.5555173834429434,male,EVERCORE ISI,"('TIF', '2018 q1')",0.0326412208378315
39872,GPS,2018 q1,2550,0.4931616198667651,"Kimberly C. Greenberger, CFA",0.1518587685393901,female,Morgan Stanley,"('GPS', '2018 q1')",0.0
39873,KSS,2018 q1,2550,0.5096708554368423,"Kimberly C. Greenberger, CFA",0.122670438887716,female,Morgan Stanley,"('KSS', '2018 q1')",0.0
39874,LB,2018 q1,2550,0.4176264645110599,"Kimberly C. Greenberger, CFA",0.0971222191179403,female,Morgan Stanley,"('LB', '2018 q1')",0.0
39875,ROST,2018 q1,2550,0.5384367438016824,"Kimberly C. Greenberger, CFA",0.2660543289070246,female,Morgan Stanley,"('ROST', '2018 q1')",0.0
39876,TIF,2018 q1,2550,0.679492489614985,"Kimberly C. Greenberger, CFA",0.2657382303798321,female,Morgan Stanley,"('TIF', '2018 q1')",0.0060367765836417675
39877,TJX,2018 q1,2550,0.4345430740019972,"Kimberly C. Greenberger, CFA",0.1173759808039382,female,Morgan Stanley,"('TJX', '2018 q1')",0.015658395364880562
39878,GPS,2018 q1,2550,0.4931616198667651,Mr. Chethan Mallela,0.222172298300444,male,Barclays,"('GPS', '2018 q1')",0.0
39879,LB,2018 q1,2550,0.4176264645110599,Mr. Chethan Mallela,0.2067314133541552,male,Barclays,"('LB', '2018 q1')",0.0
39880,HD,2018 q1,2550,0.5101822377478205,"Ms. Jaime M. M. Katz, CFA",0.7246992133579685,female,"Morningstar, Inc.","('HD', '2018 q1')",0.0
39881,LOW,2018 q1,2550,0.6168112977065602,"Ms. Jaime M. M. Katz, CFA",0.7346536232924189,female,"Morningstar, Inc.","('LOW', '2018 q1')",0.0
39882,JWN,2018 q1,2550,0.6105423780329446,Bill Dreher,0.525088209942458,male,Susquehanna Financial Group LLLP,"('JWN', '2018 q1')",0.0
39883,KSS,2018 q1,2550,0.5096708554368423,Bill Dreher,0.7581379457962018,male,Susquehanna Financial Group LLLP,"('KSS', '2018 q1')",0.0
39884,ROST,2018 q1,2550,0.5384367438016824,Bill Dreher,0.3925735261729071,male,Susquehanna Financial Group LLLP,"('ROST', '2018 q1')",0.0
39885,TGT,2018 q1,2550,0.7316123977277341,Bill Dreher,0.5526357527291201,male,Susquehanna Financial Group LLLP,"('TGT', '2018 q1')",0.0
39886,TIF,2018 q1,2550,0.679492489614985,Bill Dreher,0.8287724193526347,male,Susquehanna Financial Group LLLP,"('TIF', '2018 q1')",0.0
39887,TJX,2018 q1,2550,0.4345430740019972,Bill Dreher,0.6159549645581683,male,Susquehanna Financial Group LLLP,"('TJX', '2018 q1')",0.0
39888,JWN,2018 q1,2550,0.6105423780329446,Erinn E. Murphy,0.3671223455151594,female,Piper Sandler Companies,"('JWN', '2018 q1')",0.0
39889,KSS,2018 q1,2550,0.5096708554368423,Erinn E. Murphy,0.2893981028950204,female,Piper Sandler Companies,"('KSS', '2018 q1')",0.0
39890,LB,2018 q1,2550,0.4176264645110599,Erinn E. Murphy,0.4959734172046038,female,Piper Sandler Companies,"('LB', '2018 q1')",0.0
39891,JWN,2018 q1,2550,0.6105423780329446,KC Katten,0.3553338497922078,female,Credit Suisse,"('JWN', '2018 q1')",0.0
39892,TIF,2018 q1,2550,0.679492489614985,KC Katten,0.4049167401834627,female,Credit Suisse,"('TIF', '2018 q1')",0.0
39893,JWN,2018 q1,2550,0.6105423780329446,Mr. Michael C. Binetti,0.479693725544807,male,Credit Suisse,"('JWN', '2018 q1')",0.0
39894,TIF,2018 q1,2550,0.679492489614985,Mr. Michael C. Binetti,0.6087522478089246,male,Credit Suisse,"('TIF', '2018 q1')",0.0
39895,KMX,2018 q1,2550,0.5496271748596717,"Mr. Andrew Fung, CFA",0.4024491407732906,male,Berenberg,"('KMX', '2018 q1')",0.01146164070814848
39896,KMX,2018 q1,2550,0.5496271748596717,Mr. David Whiston,0.7069669081106381,male,"Morningstar, Inc.","('KMX', '2018 q1')",0.0
39897,KMX,2018 q1,2550,0.5496271748596717,Mr. John Healy,0.2044207596170867,male,Northcoast Research,"('KMX', '2018 q1')",0.02010815590620041
39898,LKQ,2018 q1,2550,0.6504408038228136,Mr. John Healy,0.3165129964788665,male,Northcoast Research,"('LKQ', '2018 q1')",0.01909455470740795
39899,KSS,2018 q1,2550,0.5096708554368423,Mr. Randal J. Konik,0.1926839016375095,male,Jefferies,"('KSS', '2018 q1')",0.0
39900,LB,2018 q1,2550,0.4176264645110599,Mr. Randal J. Konik,0.2056573291954859,male,Jefferies,"('LB', '2018 q1')",0.0
39901,TIF,2018 q1,2550,0.679492489614985,Mr. Randal J. Konik,0.587639011303522,male,Jefferies,"('TIF', '2018 q1')",0.0
39902,LKQ,2018 q1,2550,0.6504408038228136,Mr. Scott L. Stember,0.315836792197514,male,C.L. King & Associates,"('LKQ', '2018 q1')",0.0
39903,LKQ,2018 q1,2550,0.6504408038228136,"Elliott L. Schlang, CFA",0.299624625691165,male,Great Lakes/Wellington Shields,"('LKQ', '2018 q1')",0.0
39904,LKQ,2018 q1,2550,0.6504408038228136,"Hr. Sven Kreitmair, CFA",0.6395314209786404,male,UniCredit Research,"('LKQ', '2018 q1')",0.0
39905,LKQ,2018 q1,2550,0.6504408038228136,"Ryan J. Merkel, CFA",0.335170201497695,male,William Blair & Company,"('LKQ', '2018 q1')",0.0
39906,TGT,2018 q1,2550,0.7316123977277341,Mr. Christopher A. Jacobson,0.6824463824317675,male,Susquehanna Financial Group LLLP,"('TGT', '2018 q1')",0.08293883502483368
39907,TGT,2018 q1,2550,0.7316123977277341,"John Brick, CFA",0.726621592428504,male,"Morningstar, Inc.","('TGT', '2018 q1')",0.0
39908,TIF,2018 q1,2550,0.679492489614985,Fr. Jelena Sokolova,0.713380278176223,female,"Morningstar, Inc.","('TIF', '2018 q1')",0.0
39909,TIF,2018 q1,2550,0.679492489614985,Mr. Erwan Rambourg,0.3592350860259937,male,HSBC,"('TIF', '2018 q1')",0.0
39910,TSCO,2018 q1,2550,0.5255610919435159,"Charles E. Cerankosky, Jr",0.1947891981445982,male,Northcoast Research,"('TSCO', '2018 q1')",0.0
39911,TSCO,2018 q1,2550,0.5255610919435159,Adam H. Sindler,0.8696125887358963,male,Deutsche Bank,"('TSCO', '2018 q1')",0.0
39912,AAP,2018 q2,2550,0.519832998244797,S&P pool,0.7657693285716206,Not a person,CFRA Equity Research,"('AAP', '2018 q2')",0.0
39913,AMZN,2018 q2,2550,0.5290966160697638,S&P pool,0.5177325461549506,Not a person,CFRA Equity Research,"('AMZN', '2018 q2')",0.0
39914,AZO,2018 q2,2550,0.5392763658196591,S&P pool,0.7269032660939443,Not a person,CFRA Equity Research,"('AZO', '2018 q2')",0.0
39915,DG,2018 q2,2550,0.5535867418266587,S&P pool,0.6510448867970827,Not a person,CFRA Equity Research,"('DG', '2018 q2')",0.0
39916,DLTR,2018 q2,2550,0.5756142610087904,S&P pool,0.5016589256069819,Not a person,CFRA Equity Research,"('DLTR', '2018 q2')",0.0
39917,JWN,2018 q2,2550,0.427023323652004,S&P pool,0.3618262948850314,Not a person,CFRA Equity Research,"('JWN', '2018 q2')",0.0
39918,KMX,2018 q2,2550,0.5535815079141411,S&P pool,0.6321918910652078,Not a person,CFRA Equity Research,"('KMX', '2018 q2')",0.0
39919,KSS,2018 q2,2550,0.5902618627192397,S&P pool,0.607993924401123,Not a person,CFRA Equity Research,"('KSS', '2018 q2')",0.0
39920,ORLY,2018 q2,2550,0.5627282387495631,S&P pool,0.5686298196155865,Not a person,CFRA Equity Research,"('ORLY', '2018 q2')",0.0
39921,TGT,2018 q2,2550,0.699834896495603,S&P pool,0.6447592956776897,Not a person,CFRA Equity Research,"('TGT', '2018 q2')",0.0
39922,AAP,2018 q2,2550,0.519832998244797,Mr. Seth I. Sigman,0.3927784817860915,male,Credit Suisse,"('AAP', '2018 q2')",0.0
39923,AZO,2018 q2,2550,0.5392763658196591,Mr. Seth I. Sigman,0.4602299811659444,male,Credit Suisse,"('AZO', '2018 q2')",0.0
39924,HD,2018 q2,2550,0.6437341954941072,Mr. Seth I. Sigman,0.380482021356005,male,Credit Suisse,"('HD', '2018 q2')",0.0
39925,KMX,2018 q2,2550,0.5535815079141411,Mr. Seth I. Sigman,0.3215004069401758,male,Credit Suisse,"('KMX', '2018 q2')",0.0
39926,ORLY,2018 q2,2550,0.5627282387495631,Mr. Seth I. Sigman,0.4211325899581475,male,Credit Suisse,"('ORLY', '2018 q2')",0.0
39927,AAP,2018 q2,2550,0.519832998244797,Mr. Ben Bienvenu,0.3604757333892995,male,Stephens Inc.,"('AAP', '2018 q2')",0.0
39928,AZO,2018 q2,2550,0.5392763658196591,Mr. Ben Bienvenu,0.5150359558338742,male,Stephens Inc.,"('AZO', '2018 q2')",0.0
39929,LKQ,2018 q2,2550,0.5545795072142355,Mr. Ben Bienvenu,0.2680266208012645,male,Stephens Inc.,"('LKQ', '2018 q2')",0.0
39930,ORLY,2018 q2,2550,0.5627282387495631,Mr. Ben Bienvenu,0.3983789084360646,male,Stephens Inc.,"('ORLY', '2018 q2')",0.0
39931,TSCO,2018 q2,2550,0.4633011933325534,Mr. Ben Bienvenu,0.4185123879331979,male,Stephens Inc.,"('TSCO', '2018 q2')",0.0
39932,AAP,2018 q2,2550,0.519832998244797,"Mr. Bret D. Jordan, CFA, CFA",0.192531765632441,male,Jefferies,"('AAP', '2018 q2')",0.0
39933,AZO,2018 q2,2550,0.5392763658196591,"Mr. Bret D. Jordan, CFA, CFA",0.267087919054989,male,Jefferies,"('AZO', '2018 q2')",0.010142640210688114
39934,GPC,2018 q2,2550,0.4955752867681789,"Mr. Bret D. Jordan, CFA, CFA",0.3616164730470893,male,Jefferies,"('GPC', '2018 q2')",0.0
39935,LKQ,2018 q2,2550,0.5545795072142355,"Mr. Bret D. Jordan, CFA, CFA",0.1505726788337546,male,Jefferies,"('LKQ', '2018 q2')",0.0
39936,ORLY,2018 q2,2550,0.5627282387495631,"Mr. Bret D. Jordan, CFA, CFA",0.1740400484954179,male,Jefferies,"('ORLY', '2018 q2')",0.0
39937,AAP,2018 q2,2550,0.519832998244797,"Brian W. Nagel, CFA",0.2759796647813484,male,"Oppenheimer & Co., Inc.","('AAP', '2018 q2')",0.0
39938,AZO,2018 q2,2550,0.5392763658196591,"Brian W. Nagel, CFA",0.2007787201191821,male,"Oppenheimer & Co., Inc.","('AZO', '2018 q2')",0.01904217340052128
39939,BBY,2018 q2,2550,0.6944915389360192,"Brian W. Nagel, CFA",0.3052159357680498,male,"Oppenheimer & Co., Inc.","('BBY', '2018 q2')",0.0
39940,KMX,2018 q2,2550,0.5535815079141411,"Brian W. Nagel, CFA",0.2548678284052413,male,"Oppenheimer & Co., Inc.","('KMX', '2018 q2')",0.0
39941,ORLY,2018 q2,2550,0.5627282387495631,"Brian W. Nagel, CFA",0.1888106171643748,male,"Oppenheimer & Co., Inc.","('ORLY', '2018 q2')",0.0
39942,TIF,2018 q2,2550,0.6526191869197049,"Brian W. Nagel, CFA",0.2218163639292937,male,"Oppenheimer & Co., Inc.","('TIF', '2018 q2')",0.0
39943,TSCO,2018 q2,2550,0.4633011933325534,"Brian W. Nagel, CFA",0.2812704772240391,male,"Oppenheimer & Co., Inc.","('TSCO', '2018 q2')",0.0
39944,AAP,2018 q2,2550,0.519832998244797,Mr. Ali-Ahmad Faghri,0.3063083370594234,male,Guggenheim Securities LLC,"('AAP', '2018 q2')",0.0
39945,AZO,2018 q2,2550,0.5392763658196591,Mr. Ali-Ahmad Faghri,0.164605342491154,male,Guggenheim Securities LLC,"('AZO', '2018 q2')",0.0
39946,GPC,2018 q2,2550,0.4955752867681789,Mr. Ali-Ahmad Faghri,0.2415197467828004,male,Guggenheim Securities LLC,"('GPC', '2018 q2')",0.0
39947,KMX,2018 q2,2550,0.5535815079141411,Mr. Ali-Ahmad Faghri,0.4539938895708182,male,Guggenheim Securities LLC,"('KMX', '2018 q2')",0.0
39948,LKQ,2018 q2,2550,0.5545795072142355,Mr. Ali-Ahmad Faghri,0.2932783879000566,male,Guggenheim Securities LLC,"('LKQ', '2018 q2')",0.0
39949,ORLY,2018 q2,2550,0.5627282387495631,Mr. Ali-Ahmad Faghri,0.308274431045588,male,Guggenheim Securities LLC,"('ORLY', '2018 q2')",0.0
39950,AAP,2018 q2,2550,0.519832998244797,"Scot Ciccarelli, CFA",0.3222172576439858,male,RBC Capital Markets,"('AAP', '2018 q2')",0.0
39951,AZO,2018 q2,2550,0.5392763658196591,"Scot Ciccarelli, CFA",0.3244617425778877,male,RBC Capital Markets,"('AZO', '2018 q2')",0.0
39952,BBY,2018 q2,2550,0.6944915389360192,"Scot Ciccarelli, CFA",0.4141113577850923,male,RBC Capital Markets,"('BBY', '2018 q2')",0.02307087369263172
39953,DG,2018 q2,2550,0.5535867418266587,"Scot Ciccarelli, CFA",0.2485463827942255,male,RBC Capital Markets,"('DG', '2018 q2')",0.0
39954,DLTR,2018 q2,2550,0.5756142610087904,"Scot Ciccarelli, CFA",0.1694644030188483,male,RBC Capital Markets,"('DLTR', '2018 q2')",0.0
39955,GPC,2018 q2,2550,0.4955752867681789,"Scot Ciccarelli, CFA",0.205057166533528,male,RBC Capital Markets,"('GPC', '2018 q2')",0.0
39956,HD,2018 q2,2550,0.6437341954941072,"Scot Ciccarelli, CFA",0.4025965545495689,male,RBC Capital Markets,"('HD', '2018 q2')",0.0
39957,KMX,2018 q2,2550,0.5535815079141411,"Scot Ciccarelli, CFA",0.2115687988265268,male,RBC Capital Markets,"('KMX', '2018 q2')",0.011111111690600714
39958,LOW,2018 q2,2550,0.7054241473541105,"Scot Ciccarelli, CFA",0.4932227301429454,male,RBC Capital Markets,"('LOW', '2018 q2')",0.0
39959,ORLY,2018 q2,2550,0.5627282387495631,"Scot Ciccarelli, CFA",0.3575286275119542,male,RBC Capital Markets,"('ORLY', '2018 q2')",0.011111111690600714
39960,TSCO,2018 q2,2550,0.4633011933325534,"Scot Ciccarelli, CFA",0.2302364321104544,male,RBC Capital Markets,"('TSCO', '2018 q2')",0.0
39961,AAP,2018 q2,2550,0.519832998244797,Mr. Marc Pouey,0.5299180746254109,male,BofA Global Research,"('AAP', '2018 q2')",0.0
39962,AAP,2018 q2,2550,0.519832998244797,"Chris Bottiglieri, CPA",0.3632218784046137,male,Wolfe Research,"('AAP', '2018 q2')",0.0
39963,AZO,2018 q2,2550,0.5392763658196591,"Chris Bottiglieri, CPA",0.3106080546939493,male,Wolfe Research,"('AZO', '2018 q2')",0.0
39964,GPC,2018 q2,2550,0.4955752867681789,"Chris Bottiglieri, CPA",0.4767133814664522,male,Wolfe Research,"('GPC', '2018 q2')",0.0
39965,KMX,2018 q2,2550,0.5535815079141411,"Chris Bottiglieri, CPA",0.2803388487279438,male,Wolfe Research,"('KMX', '2018 q2')",0.01046312041580677
39966,LKQ,2018 q2,2550,0.5545795072142355,"Chris Bottiglieri, CPA",0.5110284782157369,male,Wolfe Research,"('LKQ', '2018 q2')",0.0
39967,AMZN,2018 q2,2550,0.5290966160697638,Ms. Lenore Hawkins,0.7809152234999819,female,Tematica Research,"('AMZN', '2018 q2')",0.049057817086577415
39968,AMZN,2018 q2,2550,0.5290966160697638,William Kerr,0.144287254223555,male,Cowen and Company,"('AMZN', '2018 q2')",0.0
39969,AMZN,2018 q2,2550,0.5290966160697638,Mr. Robert B. Moskow,0.6065136486371506,male,Credit Suisse,"('AMZN', '2018 q2')",0.0
39970,AMZN,2018 q2,2550,0.5290966160697638,Mr. Robert Sanderson,0.2909773473549551,male,MKM Partners,"('AMZN', '2018 q2')",0.0
39971,EXPE,2018 q2,2550,0.4665815465293735,Mr. Robert Sanderson,0.3097941638601448,male,MKM Partners,"('EXPE', '2018 q2')",0.037103645503520966
39972,AMZN,2018 q2,2550,0.5290966160697638,Justin Post,0.1779477046100281,male,BofA Global Research,"('AMZN', '2018 q2')",0.0
39973,EBAY,2018 q2,2550,0.4281956556867706,Justin Post,0.1353335269175384,male,BofA Global Research,"('EBAY', '2018 q2')",0.0
39974,EXPE,2018 q2,2550,0.4665815465293735,Justin Post,0.1640932208945988,male,BofA Global Research,"('EXPE', '2018 q2')",0.01772807165980339
39975,AMZN,2018 q2,2550,0.5290966160697638,"Mr. R.J. J. Hottovy, Jr",0.4143517781319577,male,"Morningstar, Inc.","('AMZN', '2018 q2')",0.0
39976,BBY,2018 q2,2550,0.6944915389360192,"Mr. R.J. J. Hottovy, Jr",0.7379042280028387,male,"Morningstar, Inc.","('BBY', '2018 q2')",0.01153244636952877
39977,AMZN,2018 q2,2550,0.5290966160697638,David S. MacDonald,0.9050701069619465,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2018 q2')",0.0
39978,AMZN,2018 q2,2550,0.5290966160697638,CFRA Research,0.4981674187979477,Not a person,CFRA Equity Research,"('AMZN', '2018 q2')",0.0
39979,DLTR,2018 q2,2550,0.5756142610087904,CFRA Research,0.5161068394898627,Not a person,CFRA Equity Research,"('DLTR', '2018 q2')",0.0
39980,EXPE,2018 q2,2550,0.4665815465293735,CFRA Research,0.7588452157202058,Not a person,CFRA Equity Research,"('EXPE', '2018 q2')",0.0
39981,GPC,2018 q2,2550,0.4955752867681789,CFRA Research,0.74033646569092,Not a person,CFRA Equity Research,"('GPC', '2018 q2')",0.0
39982,JWN,2018 q2,2550,0.427023323652004,CFRA Research,0.3676374589282714,Not a person,CFRA Equity Research,"('JWN', '2018 q2')",0.0
39983,KMX,2018 q2,2550,0.5535815079141411,CFRA Research,0.6130376045127904,Not a person,CFRA Equity Research,"('KMX', '2018 q2')",0.0
39984,LKQ,2018 q2,2550,0.5545795072142355,CFRA Research,0.799152686055338,Not a person,CFRA Equity Research,"('LKQ', '2018 q2')",0.0
39985,ORLY,2018 q2,2550,0.5627282387495631,CFRA Research,0.5678409062555031,Not a person,CFRA Equity Research,"('ORLY', '2018 q2')",0.0
39986,AMZN,2018 q2,2550,0.5290966160697638,Ms. Judah C. Frommer,0.2905938467899828,female,Credit Suisse,"('AMZN', '2018 q2')",0.0
39987,DG,2018 q2,2550,0.5535867418266587,Ms. Judah C. Frommer,0.4311143977100707,female,Credit Suisse,"('DG', '2018 q2')",0.0
39988,DLTR,2018 q2,2550,0.5756142610087904,Ms. Judah C. Frommer,0.3408052426022763,female,Credit Suisse,"('DLTR', '2018 q2')",0.0
39989,AMZN,2018 q2,2550,0.5290966160697638,Lloyd Walmsley,0.1174145544480499,male,Deutsche Bank,"('AMZN', '2018 q2')",0.0
39990,EBAY,2018 q2,2550,0.4281956556867706,Lloyd Walmsley,0.3025185181872958,male,Deutsche Bank,"('EBAY', '2018 q2')",0.0
39991,EXPE,2018 q2,2550,0.4665815465293735,Lloyd Walmsley,0.1700704745938049,male,Deutsche Bank,"('EXPE', '2018 q2')",0.0
39992,AMZN,2018 q2,2550,0.5290966160697638,Mr. Victor Anthony,0.0807834817175097,male,Aegis Capital,"('AMZN', '2018 q2')",0.0
39993,AMZN,2018 q2,2550,0.5290966160697638,Mr. Andrew Lane,0.7693606794962603,male,"Morningstar, Inc.","('AMZN', '2018 q2')",0.10879391431808472
39994,AMZN,2018 q2,2550,0.5290966160697638,Scott A. Mushkin,0.1745241721596267,male,Wolfe Research,"('AMZN', '2018 q2')",0.0
39995,BBY,2018 q2,2550,0.6944915389360192,Scott A. Mushkin,0.3098860354999536,male,Wolfe Research,"('BBY', '2018 q2')",0.0
39996,DG,2018 q2,2550,0.5535867418266587,Scott A. Mushkin,0.2031425538989591,male,Wolfe Research,"('DG', '2018 q2')",0.0
39997,HD,2018 q2,2550,0.6437341954941072,Scott A. Mushkin,0.2437245654808132,male,Wolfe Research,"('HD', '2018 q2')",0.0
39998,LOW,2018 q2,2550,0.7054241473541105,Scott A. Mushkin,0.3354980054917091,male,Wolfe Research,"('LOW', '2018 q2')",0.0
39999,TGT,2018 q2,2550,0.699834896495603,Scott A. Mushkin,0.3188579609026416,male,Wolfe Research,"('TGT', '2018 q2')",0.0
40000,TSCO,2018 q2,2550,0.4633011933325534,Scott A. Mushkin,0.2197482146380242,male,Wolfe Research,"('TSCO', '2018 q2')",0.0
40001,AMZN,2018 q2,2550,0.5290966160697638,"Mr. Daniel L. Kurnos, CFA",0.1115720992763006,male,The Benchmark Company LLC,"('AMZN', '2018 q2')",0.0
40002,EBAY,2018 q2,2550,0.4281956556867706,"Mr. Daniel L. Kurnos, CFA",0.0966275207615679,male,The Benchmark Company LLC,"('EBAY', '2018 q2')",0.037557754665613174
40003,AMZN,2018 q2,2550,0.5290966160697638,"Mr. Shyam Patil, CFA",0.6584203081648046,male,Susquehanna Financial Group LLLP,"('AMZN', '2018 q2')",0.0
40004,EBAY,2018 q2,2550,0.4281956556867706,"Mr. Shyam Patil, CFA",0.2238122996396238,male,Susquehanna Financial Group LLLP,"('EBAY', '2018 q2')",0.0
40005,EXPE,2018 q2,2550,0.4665815465293735,"Mr. Shyam Patil, CFA",0.6055195691732752,male,Susquehanna Financial Group LLLP,"('EXPE', '2018 q2')",0.0
40006,AMZN,2018 q2,2550,0.5290966160697638,"Mr. Michael Graham, CFA",0.2118234663023075,male,Canaccord Genuity,"('AMZN', '2018 q2')",0.0
40007,EBAY,2018 q2,2550,0.4281956556867706,"Mr. Michael Graham, CFA",0.1375219452757591,male,Canaccord Genuity,"('EBAY', '2018 q2')",0.015323194675147533
40008,AMZN,2018 q2,2550,0.5290966160697638,"Mr. Brian T. Nowak, CFA",0.3553603295475388,male,Morgan Stanley,"('AMZN', '2018 q2')",0.0
40009,EBAY,2018 q2,2550,0.4281956556867706,"Mr. Brian T. Nowak, CFA",0.4410436051561837,male,Morgan Stanley,"('EBAY', '2018 q2')",0.0
40010,EXPE,2018 q2,2550,0.4665815465293735,"Mr. Brian T. Nowak, CFA",0.4656707591949394,male,Morgan Stanley,"('EXPE', '2018 q2')",0.0
40011,AMZN,2018 q2,2550,0.5290966160697638,Ms. Shubhadha Mathad,0.4801691015271505,female,Crispidea,"('AMZN', '2018 q2')",0.01666666753590107
40012,AMZN,2018 q2,2550,0.5290966160697638,"Shebly Seyrafi, CFA",0.206042364006714,male,FBN Securities,"('AMZN', '2018 q2')",0.0
40013,AMZN,2018 q2,2550,0.5290966160697638,Ms. Helane R. Becker,0.4476157272315246,female,Cowen and Company,"('AMZN', '2018 q2')",0.0
40014,AMZN,2018 q2,2550,0.5290966160697638,Mr. Stephen D. Ju,0.2594799383957084,male,Credit Suisse,"('AMZN', '2018 q2')",0.0
40015,EBAY,2018 q2,2550,0.4281956556867706,Mr. Stephen D. Ju,0.6107516085584294,male,Credit Suisse,"('EBAY', '2018 q2')",0.0
40016,EXPE,2018 q2,2550,0.4665815465293735,Mr. Stephen D. Ju,0.4394823574416088,male,Credit Suisse,"('EXPE', '2018 q2')",0.0
40017,AMZN,2018 q2,2550,0.5290966160697638,Michael J. Olson,0.1272946015135329,male,Piper Sandler Companies,"('AMZN', '2018 q2')",0.0
40018,AMZN,2018 q2,2550,0.5290966160697638,"Mr. Ronald V. Josey, III",0.080264851282635,male,JMP Securities,"('AMZN', '2018 q2')",0.0
40019,AMZN,2018 q2,2550,0.5290966160697638,John Belton,0.1205323189378795,male,EVERCORE ISI,"('AMZN', '2018 q2')",0.0
40020,EBAY,2018 q2,2550,0.4281956556867706,John Belton,0.1477585023629979,male,EVERCORE ISI,"('EBAY', '2018 q2')",0.0
40021,AMZN,2018 q2,2550,0.5290966160697638,Mr. Robert S. Drbul,0.0844157316365292,male,Guggenheim Securities LLC,"('AMZN', '2018 q2')",0.0
40022,EBAY,2018 q2,2550,0.4281956556867706,Mr. Robert S. Drbul,0.2147107225570993,male,Guggenheim Securities LLC,"('EBAY', '2018 q2')",0.0
40023,GPS,2018 q2,2550,0.4798172805036093,Mr. Robert S. Drbul,0.2212040048138484,male,Guggenheim Securities LLC,"('GPS', '2018 q2')",0.01645171456038952
40024,KSS,2018 q2,2550,0.5902618627192397,Mr. Robert S. Drbul,0.2851600552028798,male,Guggenheim Securities LLC,"('KSS', '2018 q2')",0.010173123329877853
40025,LB,2018 q2,2550,0.5937325663307841,Mr. Robert S. Drbul,0.2617803566336796,male,Guggenheim Securities LLC,"('LB', '2018 q2')",0.0
40026,ROST,2018 q2,2550,0.4817208288343415,Mr. Robert S. Drbul,0.1296177586268206,male,Guggenheim Securities LLC,"('ROST', '2018 q2')",0.0
40027,TIF,2018 q2,2550,0.6526191869197049,Mr. Robert S. Drbul,0.3275596270297272,male,Guggenheim Securities LLC,"('TIF', '2018 q2')",0.0
40028,TJX,2018 q2,2550,0.5116160313838114,Mr. Robert S. Drbul,0.1450531432451708,male,Guggenheim Securities LLC,"('TJX', '2018 q2')",0.0
40029,AMZN,2018 q2,2550,0.5290966160697638,Mr. Youssef H. Squali,0.1760163844916127,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2018 q2')",0.0
40030,EBAY,2018 q2,2550,0.4281956556867706,Mr. Youssef H. Squali,0.1392320035408957,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2018 q2')",0.0
40031,AMZN,2018 q2,2550,0.5290966160697638,Michael H. Pachter,0.1273464183523789,male,Wedbush Securities Inc.,"('AMZN', '2018 q2')",0.0
40032,AMZN,2018 q2,2550,0.5290966160697638,Mr. David J. Kerstens,0.8887609964994231,male,Jefferies,"('AMZN', '2018 q2')",0.0
40033,AMZN,2018 q2,2550,0.5290966160697638,Mr. Brian Tanquilut,0.4385956854738534,male,Jefferies,"('AMZN', '2018 q2')",0.0
40034,AMZN,2018 q2,2550,0.5290966160697638,Mr. Brent J. Thill,0.2505400720297208,male,Jefferies,"('AMZN', '2018 q2')",0.0
40035,EBAY,2018 q2,2550,0.4281956556867706,Mr. Brent J. Thill,0.1847707933599369,male,Jefferies,"('EBAY', '2018 q2')",0.0
40036,AMZN,2018 q2,2550,0.5290966160697638,Mr. Joseph I. Feldman,0.2219306889561377,male,Telsey Advisory Group,"('AMZN', '2018 q2')",0.0
40037,DG,2018 q2,2550,0.5535867418266587,Mr. Joseph I. Feldman,0.3141099865621778,male,Telsey Advisory Group,"('DG', '2018 q2')",0.0
40038,TGT,2018 q2,2550,0.699834896495603,Mr. Joseph I. Feldman,0.3266316379466384,male,Telsey Advisory Group,"('TGT', '2018 q2')",0.00855954922735691
40039,TSCO,2018 q2,2550,0.4633011933325534,Mr. Joseph I. Feldman,0.2198646820748582,male,Telsey Advisory Group,"('TSCO', '2018 q2')",0.0
40040,AMZN,2018 q2,2550,0.5290966160697638,Mr. Jason S. Helfstein,0.0761270211599142,male,"Oppenheimer & Co., Inc.","('AMZN', '2018 q2')",0.0
40041,EXPE,2018 q2,2550,0.4665815465293735,Mr. Jason S. Helfstein,0.0952373481158211,male,"Oppenheimer & Co., Inc.","('EXPE', '2018 q2')",0.0
40042,AMZN,2018 q2,2550,0.5290966160697638,Mr. Ryan Domyancic,0.2451663798627583,male,William Blair & Company,"('AMZN', '2018 q2')",0.0
40043,AZO,2018 q2,2550,0.5392763658196591,"Mr. Simeon Gutman, CFA",0.3465336804706319,male,Morgan Stanley,"('AZO', '2018 q2')",0.0
40044,BBY,2018 q2,2550,0.6944915389360192,"Mr. Simeon Gutman, CFA",0.787959498283963,male,Morgan Stanley,"('BBY', '2018 q2')",0.0
40045,LOW,2018 q2,2550,0.7054241473541105,"Mr. Simeon Gutman, CFA",0.6693171061259238,male,Morgan Stanley,"('LOW', '2018 q2')",0.0
40046,AZO,2018 q2,2550,0.5392763658196591,Matthew J. McClintock,0.6727652099629238,male,Barclays,"('AZO', '2018 q2')",0.02188626118004322
40047,ORLY,2018 q2,2550,0.5627282387495631,Matthew J. McClintock,0.2465254410483448,male,Barclays,"('ORLY', '2018 q2')",0.0
40048,BBY,2018 q2,2550,0.6944915389360192,Victor Ahluwalia,0.7587624090776837,male,CFRA Equity Research,"('BBY', '2018 q2')",0.0
40049,GPS,2018 q2,2550,0.4798172805036093,Victor Ahluwalia,0.5998476599382495,male,CFRA Equity Research,"('GPS', '2018 q2')",0.0
40050,HD,2018 q2,2550,0.6437341954941072,Victor Ahluwalia,0.6307284015478254,male,CFRA Equity Research,"('HD', '2018 q2')",0.0
40051,LB,2018 q2,2550,0.5937325663307841,Victor Ahluwalia,0.5870424379419807,male,CFRA Equity Research,"('LB', '2018 q2')",0.0
40052,LOW,2018 q2,2550,0.7054241473541105,Victor Ahluwalia,0.7791372302464395,male,CFRA Equity Research,"('LOW', '2018 q2')",0.0
40053,ROST,2018 q2,2550,0.4817208288343415,Victor Ahluwalia,0.4140399669731156,male,CFRA Equity Research,"('ROST', '2018 q2')",0.0
40054,TIF,2018 q2,2550,0.6526191869197049,Victor Ahluwalia,0.7502312006116091,male,CFRA Equity Research,"('TIF', '2018 q2')",0.0
40055,TJX,2018 q2,2550,0.5116160313838114,Victor Ahluwalia,0.5498866821991377,male,CFRA Equity Research,"('TJX', '2018 q2')",0.0
40056,TSCO,2018 q2,2550,0.4633011933325534,Victor Ahluwalia,0.4932802783774339,male,CFRA Equity Research,"('TSCO', '2018 q2')",0.0
40057,BBY,2018 q2,2550,0.6944915389360192,"Curtis Nagle, CFA",0.5155060255902493,male,BofA Global Research,"('BBY', '2018 q2')",0.0
40058,BBY,2018 q2,2550,0.6944915389360192,Mr. Peter J. Keith,0.3646316780866223,male,Piper Sandler Companies,"('BBY', '2018 q2')",0.0
40059,DLTR,2018 q2,2550,0.5756142610087904,Mr. Peter J. Keith,0.377776676422296,male,Piper Sandler Companies,"('DLTR', '2018 q2')",0.0
40060,TSCO,2018 q2,2550,0.4633011933325534,Mr. Peter J. Keith,0.179973297761569,male,Piper Sandler Companies,"('TSCO', '2018 q2')",0.0
40061,BBY,2018 q2,2550,0.6944915389360192,"Mr. Daniel T. Binder, CFA, CFA",0.6026014174636329,male,Jefferies,"('BBY', '2018 q2')",0.03333333507180214
40062,BBY,2018 q2,2550,0.6944915389360192,Adrienne Y. Yih,0.3382857165456399,female,Wolfe Research,"('BBY', '2018 q2')",0.017067745327949524
40063,GPS,2018 q2,2550,0.4798172805036093,Adrienne Y. Yih,0.1468365567005331,female,Wolfe Research,"('GPS', '2018 q2')",0.011442859657108784
40064,JWN,2018 q2,2550,0.427023323652004,Adrienne Y. Yih,0.1103118189992353,female,Wolfe Research,"('JWN', '2018 q2')",0.012316590640693903
40065,LB,2018 q2,2550,0.5937325663307841,Adrienne Y. Yih,0.1995090216512254,female,Wolfe Research,"('LB', '2018 q2')",0.012297865003347397
40066,ROST,2018 q2,2550,0.4817208288343415,Adrienne Y. Yih,0.1018290191943443,female,Wolfe Research,"('ROST', '2018 q2')",0.0
40067,TJX,2018 q2,2550,0.5116160313838114,Adrienne Y. Yih,0.1554984333440982,female,Wolfe Research,"('TJX', '2018 q2')",0.0
40068,BBY,2018 q2,2550,0.6944915389360192,Mike Baker,0.85145416331434,male,Deutsche Bank,"('BBY', '2018 q2')",0.020886624231934547
40069,HD,2018 q2,2550,0.6437341954941072,Mike Baker,0.9179894297498916,male,Deutsche Bank,"('HD', '2018 q2')",0.0
40070,LOW,2018 q2,2550,0.7054241473541105,Mike Baker,0.9265328784493456,male,Deutsche Bank,"('LOW', '2018 q2')",0.0
40071,TGT,2018 q2,2550,0.699834896495603,Mike Baker,0.8849096929246929,male,Deutsche Bank,"('TGT', '2018 q2')",0.0
40072,TSCO,2018 q2,2550,0.4633011933325534,Mike Baker,0.7494647849318797,male,Deutsche Bank,"('TSCO', '2018 q2')",0.0
40073,BKNG,2018 q2,2550,0.0,Research Department,,Not a person,SunTrust Robinson Humphrey Capital Markets,"('BKNG', '2018 q2')",0.02047004923224449
40074,DG,2018 q2,2550,0.5535867418266587,"Robert F. Ohmes, CFA",0.1870632431692923,male,BofA Global Research,"('DG', '2018 q2')",0.0
40075,DG,2018 q2,2550,0.5535867418266587,Mr. Rupesh Parikh,0.2853864029714792,male,"Oppenheimer & Co., Inc.","('DG', '2018 q2')",0.0
40076,DLTR,2018 q2,2550,0.5756142610087904,Mr. Rupesh Parikh,0.3174889315163233,male,"Oppenheimer & Co., Inc.","('DLTR', '2018 q2')",0.021974461153149605
40077,DG,2018 q2,2550,0.5535867418266587,SADIF Research,0.9809592761292936,Not a person,Sadif Analytics Prime,"('DG', '2018 q2')",0.9198048710823059
40078,DLTR,2018 q2,2550,0.5756142610087904,SADIF Research,0.9827415798091768,Not a person,Sadif Analytics Prime,"('DLTR', '2018 q2')",0.9344202280044556
40079,KSS,2018 q2,2550,0.5902618627192397,SADIF Research,0.976582975288437,Not a person,Sadif Analytics Prime,"('KSS', '2018 q2')",0.9517840147018433
40080,ORLY,2018 q2,2550,0.5627282387495631,SADIF Research,0.9572963651479766,Not a person,Sadif Analytics Prime,"('ORLY', '2018 q2')",0.9139683246612549
40081,TIF,2018 q2,2550,0.6526191869197049,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TIF', '2018 q2')",0.9705075025558472
40082,DG,2018 q2,2550,0.5535867418266587,"Ms. Kelly L. Crago, CFA",0.1994979206756982,female,The Buckingham Research Group,"('DG', '2018 q2')",0.023074384778738022
40083,DLTR,2018 q2,2550,0.5756142610087904,"Ms. Kelly L. Crago, CFA",0.3475069380364917,female,The Buckingham Research Group,"('DLTR', '2018 q2')",0.005884298589080572
40084,LB,2018 q2,2550,0.5937325663307841,"Ms. Kelly L. Crago, CFA",0.1389207014572512,female,The Buckingham Research Group,"('LB', '2018 q2')",0.0
40085,DG,2018 q2,2550,0.5535867418266587,Mr. John E. Heinbockel,0.4845282754175486,male,Guggenheim Securities LLC,"('DG', '2018 q2')",0.0
40086,DG,2018 q2,2550,0.5535867418266587,Karen Short,0.4344214791563203,female,Barclays,"('DG', '2018 q2')",0.0
40087,DLTR,2018 q2,2550,0.5756142610087904,Karen Short,0.3478941378350224,female,Barclays,"('DLTR', '2018 q2')",0.0
40088,DLTR,2018 q2,2550,0.5756142610087904,Patrick McKeever,0.308862518479148,male,MKM Partners,"('DLTR', '2018 q2')",0.0
40089,KSS,2018 q2,2550,0.5902618627192397,Patrick McKeever,0.2680136003578687,male,MKM Partners,"('KSS', '2018 q2')",0.0
40090,TGT,2018 q2,2550,0.699834896495603,Patrick McKeever,0.3079158779837234,male,MKM Partners,"('TGT', '2018 q2')",0.010252944193780422
40091,DLTR,2018 q2,2550,0.5756142610087904,Mr. Vincent J. Sinisi,0.4428019002759828,male,Morgan Stanley,"('DLTR', '2018 q2')",0.0
40092,EBAY,2018 q2,2550,0.4281956556867706,Mr. Scott H. Kessler,0.8534269440454205,male,CFRA Equity Research,"('EBAY', '2018 q2')",0.0
40093,EBAY,2018 q2,2550,0.4281956556867706,Mr. Stephen Turner,0.1716760231593915,male,Hilliard Lyons,"('EBAY', '2018 q2')",0.023640932515263557
40094,EBAY,2018 q2,2550,0.4281956556867706,Mr. Ramsey El-Assal,0.3622577033945638,male,Jefferies,"('EBAY', '2018 q2')",0.015173709951341152
40095,EBAY,2018 q2,2550,0.4281956556867706,Mr. Mark S. Mahaney,0.1785267102680866,male,RBC Capital Markets,"('EBAY', '2018 q2')",0.0
40096,EXPE,2018 q2,2550,0.4665815465293735,"Mr. Edward M. Woo, CFA",0.1130355953623192,male,Ascendiant Capital Markets,"('EXPE', '2018 q2')",0.0
40097,EXPE,2018 q2,2550,0.4665815465293735,Mr. Deepak Mathivanan,0.1107514533945966,male,Barclays,"('EXPE', '2018 q2')",0.0
40098,EXPE,2018 q2,2550,0.4665815465293735,Mr. Dan Wasiolek,0.4540349711816647,male,"Morningstar, Inc.","('EXPE', '2018 q2')",0.0
40099,EXPE,2018 q2,2550,0.4665815465293735,"Mr. James L. Hardiman, CFA",0.2218487882461949,male,Wedbush Securities Inc.,"('EXPE', '2018 q2')",0.007801760919392109
40100,EXPE,2018 q2,2550,0.4665815465293735,Naved Khan,0.2217292436923798,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2018 q2')",0.0
40101,GPC,2018 q2,2550,0.4955752867681789,Ms. Elizabeth L G. Suzuki,0.3485556717742922,female,BofA Global Research,"('GPC', '2018 q2')",0.01666666753590107
40102,HD,2018 q2,2550,0.6437341954941072,Ms. Elizabeth L G. Suzuki,0.5063777980138203,female,BofA Global Research,"('HD', '2018 q2')",0.0
40103,GPC,2018 q2,2550,0.4955752867681789,Mr. Brian C. Sponheimer,0.3601315355065306,male,Gabelli & Company,"('GPC', '2018 q2')",0.0
40104,GPS,2018 q2,2550,0.4798172805036093,Mr. Michael C. Binetti,0.5002831897566126,male,Credit Suisse,"('GPS', '2018 q2')",0.0
40105,KSS,2018 q2,2550,0.5902618627192397,Mr. Michael C. Binetti,0.3494602519365012,male,Credit Suisse,"('KSS', '2018 q2')",0.01399014238268137
40106,LB,2018 q2,2550,0.5937325663307841,Mr. Michael C. Binetti,0.4579340832740458,male,Credit Suisse,"('LB', '2018 q2')",0.0
40107,TJX,2018 q2,2550,0.5116160313838114,Mr. Michael C. Binetti,0.4606696254969901,male,Credit Suisse,"('TJX', '2018 q2')",0.0
40108,GPS,2018 q2,2550,0.4798172805036093,"Kimberly C. Greenberger, CFA",0.1690542570767434,female,Morgan Stanley,"('GPS', '2018 q2')",0.0
40109,JWN,2018 q2,2550,0.427023323652004,"Kimberly C. Greenberger, CFA",0.1407186649325892,female,Morgan Stanley,"('JWN', '2018 q2')",0.0
40110,KSS,2018 q2,2550,0.5902618627192397,"Kimberly C. Greenberger, CFA",0.1559463178643599,female,Morgan Stanley,"('KSS', '2018 q2')",0.0
40111,LB,2018 q2,2550,0.5937325663307841,"Kimberly C. Greenberger, CFA",0.1268874903492544,female,Morgan Stanley,"('LB', '2018 q2')",0.0
40112,ROST,2018 q2,2550,0.4817208288343415,"Kimberly C. Greenberger, CFA",0.1825409564054609,female,Morgan Stanley,"('ROST', '2018 q2')",0.0
40113,TIF,2018 q2,2550,0.6526191869197049,"Kimberly C. Greenberger, CFA",0.3187921285969205,female,Morgan Stanley,"('TIF', '2018 q2')",0.0
40114,GPS,2018 q2,2550,0.4798172805036093,"Lorraine C. Hutchinson, CFA",0.3210280350273773,female,BofA Global Research,"('GPS', '2018 q2')",0.0
40115,JWN,2018 q2,2550,0.427023323652004,"Lorraine C. Hutchinson, CFA",0.2238412465921047,female,BofA Global Research,"('JWN', '2018 q2')",0.0
40116,KSS,2018 q2,2550,0.5902618627192397,"Lorraine C. Hutchinson, CFA",0.2414991173892257,female,BofA Global Research,"('KSS', '2018 q2')",0.0
40117,LB,2018 q2,2550,0.5937325663307841,"Lorraine C. Hutchinson, CFA",0.2809175876228694,female,BofA Global Research,"('LB', '2018 q2')",0.0
40118,ROST,2018 q2,2550,0.4817208288343415,"Lorraine C. Hutchinson, CFA",0.3140513193679862,female,BofA Global Research,"('ROST', '2018 q2')",0.0
40119,TIF,2018 q2,2550,0.6526191869197049,"Lorraine C. Hutchinson, CFA",0.4412960321366162,female,BofA Global Research,"('TIF', '2018 q2')",0.0
40120,TJX,2018 q2,2550,0.5116160313838114,"Lorraine C. Hutchinson, CFA",0.3338656217306287,female,BofA Global Research,"('TJX', '2018 q2')",0.003919126155475776
40121,GPS,2018 q2,2550,0.4798172805036093,Mr. Chethan Mallela,0.6467695895542919,male,Barclays,"('GPS', '2018 q2')",0.0
40122,LB,2018 q2,2550,0.5937325663307841,Mr. Chethan Mallela,0.6871985630450824,male,Barclays,"('LB', '2018 q2')",0.0
40123,GPS,2018 q2,2550,0.4798172805036093,Mr. Brian Tunick,0.1367753986908209,male,RBC Capital Markets,"('GPS', '2018 q2')",0.0
40124,KSS,2018 q2,2550,0.5902618627192397,Mr. Brian Tunick,0.2678875056815924,male,RBC Capital Markets,"('KSS', '2018 q2')",0.0
40125,LB,2018 q2,2550,0.5937325663307841,Mr. Brian Tunick,0.1720801284534579,male,RBC Capital Markets,"('LB', '2018 q2')",0.003804150347908338
40126,ROST,2018 q2,2550,0.4817208288343415,Mr. Brian Tunick,0.196875678497478,male,RBC Capital Markets,"('ROST', '2018 q2')",0.0
40127,TIF,2018 q2,2550,0.6526191869197049,Mr. Brian Tunick,0.371873846403534,male,RBC Capital Markets,"('TIF', '2018 q2')",0.0
40128,TJX,2018 q2,2550,0.5116160313838114,Mr. Brian Tunick,0.1945416272094148,male,RBC Capital Markets,"('TJX', '2018 q2')",0.0
40129,GPS,2018 q2,2550,0.4798172805036093,"Mr. Oliver Chen, CFA",0.2738549887526653,male,Cowen and Company,"('GPS', '2018 q2')",0.0
40130,JWN,2018 q2,2550,0.427023323652004,"Mr. Oliver Chen, CFA",0.4417658024537685,male,Cowen and Company,"('JWN', '2018 q2')",0.0
40131,LB,2018 q2,2550,0.5937325663307841,"Mr. Oliver Chen, CFA",0.4009762648868918,male,Cowen and Company,"('LB', '2018 q2')",0.0
40132,ROST,2018 q2,2550,0.4817208288343415,"Mr. Oliver Chen, CFA",0.4039991302268705,male,Cowen and Company,"('ROST', '2018 q2')",0.0
40133,TGT,2018 q2,2550,0.699834896495603,"Mr. Oliver Chen, CFA",0.6287923769088654,male,Cowen and Company,"('TGT', '2018 q2')",0.0
40134,GPS,2018 q2,2550,0.4798172805036093,Mr. Randal J. Konik,0.2075807132581241,male,Jefferies,"('GPS', '2018 q2')",0.0
40135,KSS,2018 q2,2550,0.5902618627192397,Mr. Randal J. Konik,0.1993100557600811,male,Jefferies,"('KSS', '2018 q2')",0.005505661945790052
40136,LB,2018 q2,2550,0.5937325663307841,Mr. Randal J. Konik,0.2775282348526332,male,Jefferies,"('LB', '2018 q2')",0.0
40137,TIF,2018 q2,2550,0.6526191869197049,Mr. Randal J. Konik,0.3181221372229901,male,Jefferies,"('TIF', '2018 q2')",0.0
40138,GPS,2018 q2,2550,0.4798172805036093,"Ms. Jaime M. M. Katz, CFA",0.5816745739155378,female,"Morningstar, Inc.","('GPS', '2018 q2')",0.0
40139,HD,2018 q2,2550,0.6437341954941072,"Ms. Jaime M. M. Katz, CFA",0.6937431702129553,female,"Morningstar, Inc.","('HD', '2018 q2')",0.0
40140,LB,2018 q2,2550,0.5937325663307841,"Ms. Jaime M. M. Katz, CFA",0.6291518870382065,female,"Morningstar, Inc.","('LB', '2018 q2')",0.0
40141,GPS,2018 q2,2550,0.4798172805036093,Pamela M. Quintiliano,0.1594224644594314,female,SunTrust Robinson Humphrey Capital Markets,"('GPS', '2018 q2')",0.0
40142,ROST,2018 q2,2550,0.4817208288343415,Pamela M. Quintiliano,0.1074889867391054,female,SunTrust Robinson Humphrey Capital Markets,"('ROST', '2018 q2')",0.0
40143,TJX,2018 q2,2550,0.5116160313838114,Pamela M. Quintiliano,0.1317845285656623,female,SunTrust Robinson Humphrey Capital Markets,"('TJX', '2018 q2')",0.011867860332131386
40144,GPS,2018 q2,2550,0.4798172805036093,"Ms. Roxanne F. Meyer, CFA",0.3181400923768542,female,MKM Partners,"('GPS', '2018 q2')",0.015885021537542343
40145,LB,2018 q2,2550,0.5937325663307841,"Ms. Roxanne F. Meyer, CFA",0.2981259662434132,female,MKM Partners,"('LB', '2018 q2')",0.0
40146,ROST,2018 q2,2550,0.4817208288343415,"Ms. Roxanne F. Meyer, CFA",0.284645881088325,female,MKM Partners,"('ROST', '2018 q2')",0.0
40147,TJX,2018 q2,2550,0.5116160313838114,"Ms. Roxanne F. Meyer, CFA",0.2246527024181137,female,MKM Partners,"('TJX', '2018 q2')",0.0
40148,HD,2018 q2,2550,0.6437341954941072,"Mr. Seth M. Basham, CFA",0.3460160080276187,male,Wedbush Securities Inc.,"('HD', '2018 q2')",0.0
40149,KMX,2018 q2,2550,0.5535815079141411,"Mr. Seth M. Basham, CFA",0.2552085130299028,male,Wedbush Securities Inc.,"('KMX', '2018 q2')",0.0
40150,TSCO,2018 q2,2550,0.4633011933325534,"Mr. Seth M. Basham, CFA",0.2167800987761449,male,Wedbush Securities Inc.,"('TSCO', '2018 q2')",0.0
40151,HD,2018 q2,2550,0.6437341954941072,Keith B. Hughes,0.4040681664690767,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2018 q2')",0.0
40152,HD,2018 q2,2550,0.6437341954941072,"Mr. Steven Forbes, CPA",0.2378670215287996,male,Guggenheim Securities LLC,"('HD', '2018 q2')",0.010467154905200005
40153,TSCO,2018 q2,2550,0.4633011933325534,"Mr. Steven Forbes, CPA",0.1098808440224951,male,Guggenheim Securities LLC,"('TSCO', '2018 q2')",0.008941994048655033
40154,HD,2018 q2,2550,0.6437341954941072,Michael Shea,0.4203462191649713,male,Mosaic Research,"('HD', '2018 q2')",0.0
40155,LOW,2018 q2,2550,0.7054241473541105,Michael Shea,0.4645749722412984,male,Mosaic Research,"('LOW', '2018 q2')",0.0
40156,HD,2018 q2,2550,0.6437341954941072,Joseph Agnese,0.613832633245946,male,CFRA Equity Research,"('HD', '2018 q2')",0.0
40157,JWN,2018 q2,2550,0.427023323652004,Mr. Omar R. Saad,0.3037897231103319,male,EVERCORE ISI,"('JWN', '2018 q2')",0.03699406981468201
40158,KSS,2018 q2,2550,0.5902618627192397,Mr. Omar R. Saad,0.3933262427731085,male,EVERCORE ISI,"('KSS', '2018 q2')",0.04056333005428314
40159,LB,2018 q2,2550,0.5937325663307841,Mr. Omar R. Saad,0.4581499514615663,male,EVERCORE ISI,"('LB', '2018 q2')",0.01802830770611763
40160,JWN,2018 q2,2550,0.427023323652004,Erinn E. Murphy,0.4199404173825729,female,Piper Sandler Companies,"('JWN', '2018 q2')",0.01091378927230835
40161,KSS,2018 q2,2550,0.5902618627192397,Erinn E. Murphy,0.3046320320656184,female,Piper Sandler Companies,"('KSS', '2018 q2')",0.007045959588140249
40162,LB,2018 q2,2550,0.5937325663307841,Erinn E. Murphy,0.4812232470280536,female,Piper Sandler Companies,"('LB', '2018 q2')",0.0
40163,JWN,2018 q2,2550,0.427023323652004,"Paul E. Trussell, CFA",0.3017179678530781,male,Deutsche Bank,"('JWN', '2018 q2')",0.02241317741572857
40164,KSS,2018 q2,2550,0.5902618627192397,"Paul E. Trussell, CFA",0.8256080464233504,male,Deutsche Bank,"('KSS', '2018 q2')",0.0
40165,LB,2018 q2,2550,0.5937325663307841,"Paul E. Trussell, CFA",0.9125473978115328,male,Deutsche Bank,"('LB', '2018 q2')",0.0
40166,ROST,2018 q2,2550,0.4817208288343415,"Paul E. Trussell, CFA",0.9188568855459738,male,Deutsche Bank,"('ROST', '2018 q2')",0.0
40167,TJX,2018 q2,2550,0.5116160313838114,"Paul E. Trussell, CFA",0.9317460543192498,male,Deutsche Bank,"('TJX', '2018 q2')",0.0
40168,JWN,2018 q2,2550,0.427023323652004,Bill Dreher,0.433577367016807,male,Susquehanna Financial Group LLLP,"('JWN', '2018 q2')",0.0
40169,KSS,2018 q2,2550,0.5902618627192397,Bill Dreher,0.8092734706504253,male,Susquehanna Financial Group LLLP,"('KSS', '2018 q2')",0.0
40170,ROST,2018 q2,2550,0.4817208288343415,Bill Dreher,0.5982485923835297,male,Susquehanna Financial Group LLLP,"('ROST', '2018 q2')",0.0
40171,TGT,2018 q2,2550,0.699834896495603,Bill Dreher,0.9185289198141432,male,Susquehanna Financial Group LLLP,"('TGT', '2018 q2')",0.0
40172,TIF,2018 q2,2550,0.6526191869197049,Bill Dreher,0.9194121984266148,male,Susquehanna Financial Group LLLP,"('TIF', '2018 q2')",0.0
40173,TJX,2018 q2,2550,0.5116160313838114,Bill Dreher,0.6561599020891569,male,Susquehanna Financial Group LLLP,"('TJX', '2018 q2')",0.0
40174,JWN,2018 q2,2550,0.427023323652004,Ms. Dana L. Telsey,0.167430536519383,female,Telsey Advisory Group,"('JWN', '2018 q2')",0.0
40175,KSS,2018 q2,2550,0.5902618627192397,Ms. Dana L. Telsey,0.1717304427464569,female,Telsey Advisory Group,"('KSS', '2018 q2')",0.0
40176,LB,2018 q2,2550,0.5937325663307841,Ms. Dana L. Telsey,0.2932964236838761,female,Telsey Advisory Group,"('LB', '2018 q2')",0.0
40177,ROST,2018 q2,2550,0.4817208288343415,Ms. Dana L. Telsey,0.2333713504471329,female,Telsey Advisory Group,"('ROST', '2018 q2')",0.0
40178,TIF,2018 q2,2550,0.6526191869197049,Ms. Dana L. Telsey,0.3204358857753461,female,Telsey Advisory Group,"('TIF', '2018 q2')",0.0
40179,KMX,2018 q2,2550,0.5535815079141411,"Mr. Rick Nelson, CFA",0.3385464197112872,male,Stephens Inc.,"('KMX', '2018 q2')",0.0
40180,KMX,2018 q2,2550,0.5535815079141411,Mr. John Healy,0.1814259053825812,male,Northcoast Research,"('KMX', '2018 q2')",0.020890864233175915
40181,LKQ,2018 q2,2550,0.5545795072142355,Mr. John Healy,0.2540577626053113,male,Northcoast Research,"('LKQ', '2018 q2')",0.007864304818212986
40182,KMX,2018 q2,2550,0.5535815079141411,"Ms. Sharon M. Zackfia, CFA",0.3246843863721215,female,William Blair & Company,"('KMX', '2018 q2')",0.0
40183,KMX,2018 q2,2550,0.5535815079141411,Mr. Matthew T. Paige,0.3024521274967357,male,Gabelli & Company,"('KMX', '2018 q2')",0.0
40184,KMX,2018 q2,2550,0.5535815079141411,"Mr. John J. Murphy, CFA",0.3524926996681827,male,BofA Global Research,"('KMX', '2018 q2')",0.0
40185,KMX,2018 q2,2550,0.5535815079141411,Glenn E. Chin,0.2944626485225151,male,The Buckingham Research Group,"('KMX', '2018 q2')",0.012432290241122246
40186,KMX,2018 q2,2550,0.5535815079141411,Mr. Rod A. Lache,0.9371485338925504,male,Deutsche Bank,"('KMX', '2018 q2')",0.0
40187,LB,2018 q2,2550,0.5937325663307841,Anna A. Andreeva,0.1582868109919005,female,"Oppenheimer & Co., Inc.","('LB', '2018 q2')",0.0
40188,LB,2018 q2,2550,0.5937325663307841,Credit Suisse Global Product Marketing,0.8970914653633912,Not a person,Credit Suisse,"('LB', '2018 q2')",0.0
40189,LKQ,2018 q2,2550,0.5545795072142355,"Ryan J. Merkel, CFA",0.2263883615322544,male,William Blair & Company,"('LKQ', '2018 q2')",0.0
40190,LKQ,2018 q2,2550,0.5545795072142355,Gary Prestopino,0.7609870983821709,male,Barrington Research Associates,"('LKQ', '2018 q2')",0.0
40191,LKQ,2018 q2,2550,0.5545795072142355,Mr. Scott L. Stember,0.2064617047424827,male,C.L. King & Associates,"('LKQ', '2018 q2')",0.0
40192,LKQ,2018 q2,2550,0.5545795072142355,"Elliott L. Schlang, CFA",0.2110961932239902,male,Great Lakes/Wellington Shields,"('LKQ', '2018 q2')",0.027470968198031187
40193,LKQ,2018 q2,2550,0.5545795072142355,Ms. Stephanie Benjamin,0.1753155647384064,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2018 q2')",0.0
40194,LKQ,2018 q2,2550,0.5545795072142355,Richard Hilgert,0.8939720352003263,male,"Morningstar, Inc.","('LKQ', '2018 q2')",0.0
40195,LOW,2018 q2,2550,0.7054241473541105,Mr. Alvaro Lacayo,0.5347708941180914,male,Gabelli & Company,"('LOW', '2018 q2')",0.0
40196,ORLY,2018 q2,2550,0.5627282387495631,Mr. Brian D. Callen,0.4358910122198985,male,BofA Global Research,"('ORLY', '2018 q2')",0.0
40197,ORLY,2018 q2,2550,0.5627282387495631,"A. Carolina Jolly, CFA",0.2343513472193898,female,Gabelli & Company,"('ORLY', '2018 q2')",0.012046785093843937
40198,ROST,2018 q2,2550,0.4817208288343415,Mr. James A. Corridore,0.4029620190434415,male,CFRA Equity Research,"('ROST', '2018 q2')",0.0
40199,TSCO,2018 q2,2550,0.4633011933325534,Mr. James A. Corridore,0.4593723887604182,male,CFRA Equity Research,"('TSCO', '2018 q2')",0.0
40200,ROST,2018 q2,2550,0.4817208288343415,"Charles E. Cerankosky, Jr",0.2698489875322087,male,Northcoast Research,"('ROST', '2018 q2')",0.04012501984834671
40201,TJX,2018 q2,2550,0.5116160313838114,"Charles E. Cerankosky, Jr",0.2224835185587142,male,Northcoast Research,"('TJX', '2018 q2')",0.015792610123753548
40202,TGT,2018 q2,2550,0.699834896495603,"John Brick, CFA",0.5329335251240265,male,"Morningstar, Inc.","('TGT', '2018 q2')",0.0
40203,TGT,2018 q2,2550,0.699834896495603,Zain Akbari,0.5376574754717268,male,"Morningstar, Inc.","('TGT', '2018 q2')",0.0
40204,TIF,2018 q2,2550,0.6526191869197049,Fr. Jelena Sokolova,0.6856745402645714,female,"Morningstar, Inc.","('TIF', '2018 q2')",0.0
40205,TIF,2018 q2,2550,0.6526191869197049,Mr. Erwan Rambourg,0.1995455299708246,male,HSBC,"('TIF', '2018 q2')",0.0
40206,AAP,2018 q3,2550,0.5289438434063867,Matthew Miller,0.6113592708151947,male,CFRA Equity Research,"('AAP', '2018 q3')",0.0
40207,AZO,2018 q3,2550,0.5970093823044406,Matthew Miller,0.4046154125120303,male,CFRA Equity Research,"('AZO', '2018 q3')",0.0
40208,KMX,2018 q3,2550,0.575926242808176,Matthew Miller,0.4031490699972408,male,CFRA Equity Research,"('KMX', '2018 q3')",0.0
40209,AAP,2018 q3,2550,0.5289438434063867,Mr. Seth I. Sigman,0.3509354349585853,male,Credit Suisse,"('AAP', '2018 q3')",0.0
40210,BBY,2018 q3,2550,0.643222552055108,Mr. Seth I. Sigman,0.3343609900524681,male,Credit Suisse,"('BBY', '2018 q3')",0.0
40211,HD,2018 q3,2550,0.5968402490200697,Mr. Seth I. Sigman,0.3333699197137799,male,Credit Suisse,"('HD', '2018 q3')",0.0
40212,LOW,2018 q3,2550,0.5676833442921669,Mr. Seth I. Sigman,0.3172538885980573,male,Credit Suisse,"('LOW', '2018 q3')",0.0
40213,ORLY,2018 q3,2550,0.4818320872711856,Mr. Seth I. Sigman,0.3730345734435035,male,Credit Suisse,"('ORLY', '2018 q3')",0.0
40214,TGT,2018 q3,2550,0.6782856275085123,Mr. Seth I. Sigman,0.2859171943844006,male,Credit Suisse,"('TGT', '2018 q3')",0.0
40215,TSCO,2018 q3,2550,0.4601639646387181,Mr. Seth I. Sigman,0.4909761053827672,male,Credit Suisse,"('TSCO', '2018 q3')",0.0
40216,AAP,2018 q3,2550,0.5289438434063867,"Scot Ciccarelli, CFA",0.1868222823464255,male,RBC Capital Markets,"('AAP', '2018 q3')",0.0
40217,AZO,2018 q3,2550,0.5970093823044406,"Scot Ciccarelli, CFA",0.2637054585822592,male,RBC Capital Markets,"('AZO', '2018 q3')",0.0
40218,BBY,2018 q3,2550,0.643222552055108,"Scot Ciccarelli, CFA",0.3871076566452489,male,RBC Capital Markets,"('BBY', '2018 q3')",0.016774360090494156
40219,DLTR,2018 q3,2550,0.6072474862592224,"Scot Ciccarelli, CFA",0.6519889372562476,male,RBC Capital Markets,"('DLTR', '2018 q3')",0.03333333507180214
40220,GPC,2018 q3,2550,0.7321865672772412,"Scot Ciccarelli, CFA",0.4117710938617575,male,RBC Capital Markets,"('GPC', '2018 q3')",0.0
40221,HD,2018 q3,2550,0.5968402490200697,"Scot Ciccarelli, CFA",0.4148316758577621,male,RBC Capital Markets,"('HD', '2018 q3')",0.011111111690600714
40222,KMX,2018 q3,2550,0.575926242808176,"Scot Ciccarelli, CFA",0.2797934238033852,male,RBC Capital Markets,"('KMX', '2018 q3')",0.0
40223,LOW,2018 q3,2550,0.5676833442921669,"Scot Ciccarelli, CFA",0.3891581077119118,male,RBC Capital Markets,"('LOW', '2018 q3')",0.021526889875531197
40224,ORLY,2018 q3,2550,0.4818320872711856,"Scot Ciccarelli, CFA",0.3524319267251919,male,RBC Capital Markets,"('ORLY', '2018 q3')",0.0
40225,TSCO,2018 q3,2550,0.4601639646387181,"Scot Ciccarelli, CFA",0.1992761057743936,male,RBC Capital Markets,"('TSCO', '2018 q3')",0.011111111690600714
40226,AAP,2018 q3,2550,0.5289438434063867,"Mr. Efraim Levy, CFA",0.625940074478982,male,CFRA Equity Research,"('AAP', '2018 q3')",0.0
40227,AZO,2018 q3,2550,0.5970093823044406,"Mr. Efraim Levy, CFA",0.4008955523453239,male,CFRA Equity Research,"('AZO', '2018 q3')",0.0
40228,DLTR,2018 q3,2550,0.6072474862592224,"Mr. Efraim Levy, CFA",0.3584616264591069,male,CFRA Equity Research,"('DLTR', '2018 q3')",0.0
40229,GPC,2018 q3,2550,0.7321865672772412,"Mr. Efraim Levy, CFA",0.806407907086474,male,CFRA Equity Research,"('GPC', '2018 q3')",0.0
40230,JWN,2018 q3,2550,0.5027302986081603,"Mr. Efraim Levy, CFA",0.3432896911330094,male,CFRA Equity Research,"('JWN', '2018 q3')",0.0
40231,KMX,2018 q3,2550,0.575926242808176,"Mr. Efraim Levy, CFA",0.4500087027695088,male,CFRA Equity Research,"('KMX', '2018 q3')",0.0
40232,KSS,2018 q3,2550,0.5345126009082619,"Mr. Efraim Levy, CFA",0.4459913377825774,male,CFRA Equity Research,"('KSS', '2018 q3')",0.0
40233,LKQ,2018 q3,2550,0.5761984061543305,"Mr. Efraim Levy, CFA",0.6799368379770024,male,CFRA Equity Research,"('LKQ', '2018 q3')",0.0
40234,ORLY,2018 q3,2550,0.4818320872711856,"Mr. Efraim Levy, CFA",0.6025686226691798,male,CFRA Equity Research,"('ORLY', '2018 q3')",0.0
40235,TGT,2018 q3,2550,0.6782856275085123,"Mr. Efraim Levy, CFA",0.5647102617745912,male,CFRA Equity Research,"('TGT', '2018 q3')",0.0
40236,AAP,2018 q3,2550,0.5289438434063867,Zain Akbari,0.7282519737742699,male,"Morningstar, Inc.","('AAP', '2018 q3')",0.002904145512729883
40237,AZO,2018 q3,2550,0.5970093823044406,Zain Akbari,0.932576168456911,male,"Morningstar, Inc.","('AZO', '2018 q3')",0.015158927999436855
40238,DG,2018 q3,2550,0.6118646311717293,Zain Akbari,0.8529882460068285,male,"Morningstar, Inc.","('DG', '2018 q3')",0.0
40239,DLTR,2018 q3,2550,0.6072474862592224,Zain Akbari,0.6671210000272895,male,"Morningstar, Inc.","('DLTR', '2018 q3')",0.0
40240,ROST,2018 q3,2550,0.5466330350774025,Zain Akbari,0.5990253989415654,male,"Morningstar, Inc.","('ROST', '2018 q3')",0.0
40241,TJX,2018 q3,2550,0.5247971948110315,Zain Akbari,0.6597230766130494,male,"Morningstar, Inc.","('TJX', '2018 q3')",0.0
40242,AAP,2018 q3,2550,0.5289438434063867,"Mr. Seth M. Basham, CFA",0.2799853792451403,male,Wedbush Securities Inc.,"('AAP', '2018 q3')",0.0
40243,GPC,2018 q3,2550,0.7321865672772412,"Mr. Seth M. Basham, CFA",0.6534955650764451,male,Wedbush Securities Inc.,"('GPC', '2018 q3')",0.0
40244,KMX,2018 q3,2550,0.575926242808176,"Mr. Seth M. Basham, CFA",0.379744499425466,male,Wedbush Securities Inc.,"('KMX', '2018 q3')",0.0
40245,TSCO,2018 q3,2550,0.4601639646387181,"Mr. Seth M. Basham, CFA",0.1555899629036919,male,Wedbush Securities Inc.,"('TSCO', '2018 q3')",0.0
40246,AAP,2018 q3,2550,0.5289438434063867,"Chris Bottiglieri, CPA",0.3232894508335472,male,Wolfe Research,"('AAP', '2018 q3')",0.0
40247,AZO,2018 q3,2550,0.5970093823044406,"Chris Bottiglieri, CPA",0.4111229239486063,male,Wolfe Research,"('AZO', '2018 q3')",0.0
40248,GPC,2018 q3,2550,0.7321865672772412,"Chris Bottiglieri, CPA",0.4757845624126978,male,Wolfe Research,"('GPC', '2018 q3')",0.0
40249,LKQ,2018 q3,2550,0.5761984061543305,"Chris Bottiglieri, CPA",0.49610719750712,male,Wolfe Research,"('LKQ', '2018 q3')",0.005902110133320093
40250,AAP,2018 q3,2550,0.5289438434063867,Mr. Ben Bienvenu,0.4516969424187728,male,Stephens Inc.,"('AAP', '2018 q3')",0.0
40251,AZO,2018 q3,2550,0.5970093823044406,Mr. Ben Bienvenu,0.2245177434779256,male,Stephens Inc.,"('AZO', '2018 q3')",0.0
40252,ORLY,2018 q3,2550,0.4818320872711856,Mr. Ben Bienvenu,0.3349328460069176,male,Stephens Inc.,"('ORLY', '2018 q3')",0.0
40253,TSCO,2018 q3,2550,0.4601639646387181,Mr. Ben Bienvenu,0.2189810295746879,male,Stephens Inc.,"('TSCO', '2018 q3')",0.007265634369105101
40254,AAP,2018 q3,2550,0.5289438434063867,"Mr. Bret D. Jordan, CFA, CFA",0.2025346140356207,male,Jefferies,"('AAP', '2018 q3')",0.0
40255,AZO,2018 q3,2550,0.5970093823044406,"Mr. Bret D. Jordan, CFA, CFA",0.421745191012058,male,Jefferies,"('AZO', '2018 q3')",0.0
40256,LKQ,2018 q3,2550,0.5761984061543305,"Mr. Bret D. Jordan, CFA, CFA",0.198965543835293,male,Jefferies,"('LKQ', '2018 q3')",0.0
40257,ORLY,2018 q3,2550,0.4818320872711856,"Mr. Bret D. Jordan, CFA, CFA",0.2131614344382034,male,Jefferies,"('ORLY', '2018 q3')",0.0
40258,AAP,2018 q3,2550,0.5289438434063867,Mr. Brian D. Callen,0.2558625216902292,male,BofA Global Research,"('AAP', '2018 q3')",0.0
40259,DG,2018 q3,2550,0.6118646311717293,Mr. Brian D. Callen,0.3304790205436041,male,BofA Global Research,"('DG', '2018 q3')",0.0
40260,KSS,2018 q3,2550,0.5345126009082619,Mr. Brian D. Callen,0.1438570275911015,male,BofA Global Research,"('KSS', '2018 q3')",0.0
40261,ORLY,2018 q3,2550,0.4818320872711856,Mr. Brian D. Callen,0.2702156491647244,male,BofA Global Research,"('ORLY', '2018 q3')",0.0
40262,AAP,2018 q3,2550,0.5289438434063867,Mr. Ali-Ahmad Faghri,0.2963630995560589,male,Guggenheim Securities LLC,"('AAP', '2018 q3')",0.0
40263,AMZN,2018 q3,2550,0.5253640657867492,Mr. Ali-Ahmad Faghri,0.8096789170547034,male,Guggenheim Securities LLC,"('AMZN', '2018 q3')",0.0
40264,AZO,2018 q3,2550,0.5970093823044406,Mr. Ali-Ahmad Faghri,0.3181872201376998,male,Guggenheim Securities LLC,"('AZO', '2018 q3')",0.007011966314166784
40265,KMX,2018 q3,2550,0.575926242808176,Mr. Ali-Ahmad Faghri,0.4943999381404215,male,Guggenheim Securities LLC,"('KMX', '2018 q3')",0.0
40266,LKQ,2018 q3,2550,0.5761984061543305,Mr. Ali-Ahmad Faghri,0.2962594286911504,male,Guggenheim Securities LLC,"('LKQ', '2018 q3')",0.0
40267,ORLY,2018 q3,2550,0.4818320872711856,Mr. Ali-Ahmad Faghri,0.2731299136158278,male,Guggenheim Securities LLC,"('ORLY', '2018 q3')",0.0
40268,AAP,2018 q3,2550,0.5289438434063867,Matthew J. McClintock,0.2454845744377153,male,Barclays,"('AAP', '2018 q3')",0.017895296216011047
40269,AZO,2018 q3,2550,0.5970093823044406,Matthew J. McClintock,0.2490296885683154,male,Barclays,"('AZO', '2018 q3')",0.012215486727654934
40270,BBY,2018 q3,2550,0.643222552055108,Matthew J. McClintock,0.351785605639182,male,Barclays,"('BBY', '2018 q3')",0.014476747252047062
40271,HD,2018 q3,2550,0.5968402490200697,Matthew J. McClintock,0.1821678531439514,male,Barclays,"('HD', '2018 q3')",0.01624481938779354
40272,LOW,2018 q3,2550,0.5676833442921669,Matthew J. McClintock,0.2149176939872057,male,Barclays,"('LOW', '2018 q3')",0.0
40273,ORLY,2018 q3,2550,0.4818320872711856,Matthew J. McClintock,0.1631454323180874,male,Barclays,"('ORLY', '2018 q3')",0.0
40274,TGT,2018 q3,2550,0.6782856275085123,Matthew J. McClintock,0.3245641309259394,male,Barclays,"('TGT', '2018 q3')",0.03540968522429466
40275,TSCO,2018 q3,2550,0.4601639646387181,Matthew J. McClintock,0.1684514402208938,male,Barclays,"('TSCO', '2018 q3')",0.0
40276,AAP,2018 q3,2550,0.5289438434063867,"Mr. Simeon Gutman, CFA",0.3330473285103419,male,Morgan Stanley,"('AAP', '2018 q3')",0.0
40277,AZO,2018 q3,2550,0.5970093823044406,"Mr. Simeon Gutman, CFA",0.4325429613225556,male,Morgan Stanley,"('AZO', '2018 q3')",0.0
40278,BBY,2018 q3,2550,0.643222552055108,"Mr. Simeon Gutman, CFA",0.7019543432138222,male,Morgan Stanley,"('BBY', '2018 q3')",0.005267527885735035
40279,HD,2018 q3,2550,0.5968402490200697,"Mr. Simeon Gutman, CFA",0.7318420019941174,male,Morgan Stanley,"('HD', '2018 q3')",0.0
40280,TGT,2018 q3,2550,0.6782856275085123,"Mr. Simeon Gutman, CFA",0.7959797270330423,male,Morgan Stanley,"('TGT', '2018 q3')",0.0
40281,TSCO,2018 q3,2550,0.4601639646387181,"Mr. Simeon Gutman, CFA",0.3068757778582581,male,Morgan Stanley,"('TSCO', '2018 q3')",0.0
40282,AAP,2018 q3,2550,0.5289438434063867,Ms. Elizabeth L G. Suzuki,0.2445737265334511,female,BofA Global Research,"('AAP', '2018 q3')",0.0
40283,AZO,2018 q3,2550,0.5970093823044406,Ms. Elizabeth L G. Suzuki,0.3208264996442499,female,BofA Global Research,"('AZO', '2018 q3')",0.0
40284,GPC,2018 q3,2550,0.7321865672772412,Ms. Elizabeth L G. Suzuki,0.5195372395611012,female,BofA Global Research,"('GPC', '2018 q3')",0.0
40285,LOW,2018 q3,2550,0.5676833442921669,Ms. Elizabeth L G. Suzuki,0.6302688192257538,female,BofA Global Research,"('LOW', '2018 q3')",0.02116396091878414
40286,ORLY,2018 q3,2550,0.4818320872711856,Ms. Elizabeth L G. Suzuki,0.2584923687165851,female,BofA Global Research,"('ORLY', '2018 q3')",0.0
40287,TSCO,2018 q3,2550,0.4601639646387181,Ms. Elizabeth L G. Suzuki,0.3276062757615176,female,BofA Global Research,"('TSCO', '2018 q3')",0.0
40288,AMZN,2018 q3,2550,0.5253640657867492,"Mr. R.J. J. Hottovy, Jr",0.5113820604969801,male,"Morningstar, Inc.","('AMZN', '2018 q3')",0.0
40289,BBY,2018 q3,2550,0.643222552055108,"Mr. R.J. J. Hottovy, Jr",0.866040879845243,male,"Morningstar, Inc.","('BBY', '2018 q3')",0.0
40290,EBAY,2018 q3,2550,0.5218671634576183,"Mr. R.J. J. Hottovy, Jr",0.6711473754391827,male,"Morningstar, Inc.","('EBAY', '2018 q3')",0.0
40291,AMZN,2018 q3,2550,0.5253640657867492,Mr. Brent J. Thill,0.1850527452490436,male,Jefferies,"('AMZN', '2018 q3')",0.0
40292,AMZN,2018 q3,2550,0.5253640657867492,"Tuna N. Amobi, CFA",0.501579200924295,male,CFRA Equity Research,"('AMZN', '2018 q3')",0.0
40293,EXPE,2018 q3,2550,0.4657215417346163,"Tuna N. Amobi, CFA",0.7521534418468201,male,CFRA Equity Research,"('EXPE', '2018 q3')",0.0
40294,TGT,2018 q3,2550,0.6782856275085123,"Tuna N. Amobi, CFA",0.5440577393575727,male,CFRA Equity Research,"('TGT', '2018 q3')",0.0
40295,AMZN,2018 q3,2550,0.5253640657867492,Mr. Victor Anthony,0.0870885472665655,male,Aegis Capital,"('AMZN', '2018 q3')",0.0
40296,AMZN,2018 q3,2550,0.5253640657867492,Mr. Robert S. Drbul,0.0975330249352642,male,Guggenheim Securities LLC,"('AMZN', '2018 q3')",0.0
40297,EBAY,2018 q3,2550,0.5218671634576183,Mr. Robert S. Drbul,0.2497029529951451,male,Guggenheim Securities LLC,"('EBAY', '2018 q3')",0.023965103551745415
40298,JWN,2018 q3,2550,0.5027302986081603,Mr. Robert S. Drbul,0.4763157313363966,male,Guggenheim Securities LLC,"('JWN', '2018 q3')",0.0
40299,KSS,2018 q3,2550,0.5345126009082619,Mr. Robert S. Drbul,0.3498244424519937,male,Guggenheim Securities LLC,"('KSS', '2018 q3')",0.024541610851883888
40300,LB,2018 q3,2550,0.6217531944388195,Mr. Robert S. Drbul,0.3420368016393385,male,Guggenheim Securities LLC,"('LB', '2018 q3')",0.0
40301,ROST,2018 q3,2550,0.5466330350774025,Mr. Robert S. Drbul,0.3781089493129768,male,Guggenheim Securities LLC,"('ROST', '2018 q3')",0.0
40302,TGT,2018 q3,2550,0.6782856275085123,Mr. Robert S. Drbul,0.465099079835653,male,Guggenheim Securities LLC,"('TGT', '2018 q3')",0.0
40303,TIF,2018 q3,2550,0.6598189121249807,Mr. Robert S. Drbul,0.5621135761660379,male,Guggenheim Securities LLC,"('TIF', '2018 q3')",0.0
40304,AMZN,2018 q3,2550,0.5253640657867492,"Mr. Ronald V. Josey, III",0.1537686783358904,male,JMP Securities,"('AMZN', '2018 q3')",0.0
40305,EXPE,2018 q3,2550,0.4657215417346163,"Mr. Ronald V. Josey, III",0.0812617957136088,male,JMP Securities,"('EXPE', '2018 q3')",0.0
40306,AMZN,2018 q3,2550,0.5253640657867492,John Belton,0.095401014476507,male,EVERCORE ISI,"('AMZN', '2018 q3')",0.0
40307,EBAY,2018 q3,2550,0.5218671634576183,John Belton,0.1266915164669019,male,EVERCORE ISI,"('EBAY', '2018 q3')",0.0
40308,AMZN,2018 q3,2550,0.5253640657867492,Ms. Akansha Agarwal,0.4062821860190014,female,Crispidea,"('AMZN', '2018 q3')",0.0
40309,AMZN,2018 q3,2550,0.5253640657867492,William Kerr,0.6646897259289688,male,Cowen and Company,"('AMZN', '2018 q3')",0.007838080326716105
40310,AMZN,2018 q3,2550,0.5253640657867492,"Mr. Michael Graham, CFA",0.3604729481561738,male,Canaccord Genuity,"('AMZN', '2018 q3')",0.0
40311,EBAY,2018 q3,2550,0.5218671634576183,"Mr. Michael Graham, CFA",0.2033871749578372,male,Canaccord Genuity,"('EBAY', '2018 q3')",0.035953665152192116
40312,AMZN,2018 q3,2550,0.5253640657867492,"Mr. Brian T. Nowak, CFA",0.2075045348180832,male,Morgan Stanley,"('AMZN', '2018 q3')",0.0
40313,EBAY,2018 q3,2550,0.5218671634576183,"Mr. Brian T. Nowak, CFA",0.5246179671378117,male,Morgan Stanley,"('EBAY', '2018 q3')",0.0
40314,AMZN,2018 q3,2550,0.5253640657867492,Scott A. Mushkin,0.2028644293554265,male,Wolfe Research,"('AMZN', '2018 q3')",0.01530731888487935
40315,BBY,2018 q3,2550,0.643222552055108,Scott A. Mushkin,0.3733668954973667,male,Wolfe Research,"('BBY', '2018 q3')",0.030920961871743202
40316,DG,2018 q3,2550,0.6118646311717293,Scott A. Mushkin,0.170785907841264,male,Wolfe Research,"('DG', '2018 q3')",0.0
40317,HD,2018 q3,2550,0.5968402490200697,Scott A. Mushkin,0.2630503391895408,male,Wolfe Research,"('HD', '2018 q3')",0.0
40318,LOW,2018 q3,2550,0.5676833442921669,Scott A. Mushkin,0.1738709542587941,male,Wolfe Research,"('LOW', '2018 q3')",0.0
40319,TGT,2018 q3,2550,0.6782856275085123,Scott A. Mushkin,0.2319846632647746,male,Wolfe Research,"('TGT', '2018 q3')",0.0
40320,TSCO,2018 q3,2550,0.4601639646387181,Scott A. Mushkin,0.1327425014241424,male,Wolfe Research,"('TSCO', '2018 q3')",0.0
40321,AMZN,2018 q3,2550,0.5253640657867492,Mr. Youssef H. Squali,0.105925082422155,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2018 q3')",0.0
40322,EBAY,2018 q3,2550,0.5218671634576183,Mr. Youssef H. Squali,0.1936989898704957,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2018 q3')",0.011219417676329613
40323,AMZN,2018 q3,2550,0.5253640657867492,Mr. Jason S. Helfstein,0.0926391028982513,male,"Oppenheimer & Co., Inc.","('AMZN', '2018 q3')",0.0
40324,EXPE,2018 q3,2550,0.4657215417346163,Mr. Jason S. Helfstein,0.0635484477871108,male,"Oppenheimer & Co., Inc.","('EXPE', '2018 q3')",0.0
40325,AMZN,2018 q3,2550,0.5253640657867492,Ms. Shubhadha Mathad,0.3558206198096666,female,Crispidea,"('AMZN', '2018 q3')",0.022222223381201427
40326,AMZN,2018 q3,2550,0.5253640657867492,"Mr. Rick Nelson, CFA",0.6481096257424176,male,Stephens Inc.,"('AMZN', '2018 q3')",0.0
40327,KMX,2018 q3,2550,0.575926242808176,"Mr. Rick Nelson, CFA",0.5343919100644342,male,Stephens Inc.,"('KMX', '2018 q3')",0.021217839792370796
40328,AMZN,2018 q3,2550,0.5253640657867492,Ms. Shejal Ajmera,0.6214484014731121,female,Crispidea,"('AMZN', '2018 q3')",0.03333333507180214
40329,AMZN,2018 q3,2550,0.5253640657867492,Michael H. Pachter,0.1456999751650526,male,Wedbush Securities Inc.,"('AMZN', '2018 q3')",0.0
40330,AMZN,2018 q3,2550,0.5253640657867492,S&P pool,0.5064882110217722,Not a person,CFRA Equity Research,"('AMZN', '2018 q3')",0.0
40331,AZO,2018 q3,2550,0.5970093823044406,S&P pool,0.3963237705513639,Not a person,CFRA Equity Research,"('AZO', '2018 q3')",0.0
40332,BBY,2018 q3,2550,0.643222552055108,S&P pool,0.6642036473643637,Not a person,CFRA Equity Research,"('BBY', '2018 q3')",0.0
40333,DLTR,2018 q3,2550,0.6072474862592224,S&P pool,0.3579436992794509,Not a person,CFRA Equity Research,"('DLTR', '2018 q3')",0.0
40334,JWN,2018 q3,2550,0.5027302986081603,S&P pool,0.3321169842863931,Not a person,CFRA Equity Research,"('JWN', '2018 q3')",0.0
40335,KMX,2018 q3,2550,0.575926242808176,S&P pool,0.4496353394529037,Not a person,CFRA Equity Research,"('KMX', '2018 q3')",0.0
40336,KSS,2018 q3,2550,0.5345126009082619,S&P pool,0.4431375632841945,Not a person,CFRA Equity Research,"('KSS', '2018 q3')",0.0
40337,LKQ,2018 q3,2550,0.5761984061543305,S&P pool,0.6847843793638604,Not a person,CFRA Equity Research,"('LKQ', '2018 q3')",0.0
40338,AMZN,2018 q3,2550,0.5253640657867492,Mr. Ross Sandler,0.1223513083698989,male,Barclays,"('AMZN', '2018 q3')",0.0
40339,EBAY,2018 q3,2550,0.5218671634576183,Mr. Ross Sandler,0.2317695243656899,male,Barclays,"('EBAY', '2018 q3')",0.0
40340,AMZN,2018 q3,2550,0.5253640657867492,"Brian K. Langenberg, CFA",0.7356232932845136,male,Langenberg & Co,"('AMZN', '2018 q3')",0.0
40341,AMZN,2018 q3,2550,0.5253640657867492,"Ari Wald, CFA",0.7211410500301959,male,"Oppenheimer & Co., Inc.","('AMZN', '2018 q3')",0.0
40342,AMZN,2018 q3,2550,0.5253640657867492,Lloyd Walmsley,0.1825160662648492,male,Deutsche Bank,"('AMZN', '2018 q3')",0.01666666753590107
40343,EBAY,2018 q3,2550,0.5218671634576183,Lloyd Walmsley,0.3592813161325986,male,Deutsche Bank,"('EBAY', '2018 q3')",0.0
40344,EXPE,2018 q3,2550,0.4657215417346163,Lloyd Walmsley,0.2323274379715076,male,Deutsche Bank,"('EXPE', '2018 q3')",0.00736671748260657
40345,AMZN,2018 q3,2550,0.5253640657867492,Justin Post,0.1505750860717261,male,BofA Global Research,"('AMZN', '2018 q3')",0.0
40346,EBAY,2018 q3,2550,0.5218671634576183,Justin Post,0.1370464499824437,male,BofA Global Research,"('EBAY', '2018 q3')",0.012331766076385975
40347,EXPE,2018 q3,2550,0.4657215417346163,Justin Post,0.1548885225590438,male,BofA Global Research,"('EXPE', '2018 q3')",0.027900708839297295
40348,AMZN,2018 q3,2550,0.5253640657867492,"Mr. Daniel L. Kurnos, CFA",0.1344405878499517,male,The Benchmark Company LLC,"('AMZN', '2018 q3')",0.0
40349,EBAY,2018 q3,2550,0.5218671634576183,"Mr. Daniel L. Kurnos, CFA",0.1799623983944619,male,The Benchmark Company LLC,"('EBAY', '2018 q3')",0.026105407625436783
40350,AMZN,2018 q3,2550,0.5253640657867492,Mr. John E. Heinbockel,0.3641492310659564,male,Guggenheim Securities LLC,"('AMZN', '2018 q3')",0.0
40351,DG,2018 q3,2550,0.6118646311717293,Mr. John E. Heinbockel,0.1604545097926995,male,Guggenheim Securities LLC,"('DG', '2018 q3')",0.0
40352,DLTR,2018 q3,2550,0.6072474862592224,Mr. John E. Heinbockel,0.2290083600126849,male,Guggenheim Securities LLC,"('DLTR', '2018 q3')",0.0
40353,AMZN,2018 q3,2550,0.5253640657867492,Mr. Ryan Domyancic,0.1257534029897829,male,William Blair & Company,"('AMZN', '2018 q3')",0.0
40354,AMZN,2018 q3,2550,0.5253640657867492,Michael Wilson,0.6909703448487374,male,Morgan Stanley,"('AMZN', '2018 q3')",0.0
40355,AMZN,2018 q3,2550,0.5253640657867492,Mr. Robert Sanderson,0.1224703986261162,male,MKM Partners,"('AMZN', '2018 q3')",0.0
40356,AMZN,2018 q3,2550,0.5253640657867492,Michael J. Olson,0.1430513171224749,male,Piper Sandler Companies,"('AMZN', '2018 q3')",0.0
40357,EBAY,2018 q3,2550,0.5218671634576183,Michael J. Olson,0.3520888868108667,male,Piper Sandler Companies,"('EBAY', '2018 q3')",0.0
40358,EXPE,2018 q3,2550,0.4657215417346163,Michael J. Olson,0.0876343481765149,male,Piper Sandler Companies,"('EXPE', '2018 q3')",0.0
40359,AMZN,2018 q3,2550,0.5253640657867492,Mr. Joseph I. Feldman,0.1211385478987939,male,Telsey Advisory Group,"('AMZN', '2018 q3')",0.0
40360,DG,2018 q3,2550,0.6118646311717293,Mr. Joseph I. Feldman,0.3062325426687949,male,Telsey Advisory Group,"('DG', '2018 q3')",0.0
40361,HD,2018 q3,2550,0.5968402490200697,Mr. Joseph I. Feldman,0.2004144992555168,male,Telsey Advisory Group,"('HD', '2018 q3')",0.0
40362,LOW,2018 q3,2550,0.5676833442921669,Mr. Joseph I. Feldman,0.1419235149572488,male,Telsey Advisory Group,"('LOW', '2018 q3')",0.0
40363,TGT,2018 q3,2550,0.6782856275085123,Mr. Joseph I. Feldman,0.4002939371024448,male,Telsey Advisory Group,"('TGT', '2018 q3')",0.0
40364,TSCO,2018 q3,2550,0.4601639646387181,Mr. Joseph I. Feldman,0.1312649174116396,male,Telsey Advisory Group,"('TSCO', '2018 q3')",0.0
40365,AMZN,2018 q3,2550,0.5253640657867492,Mr. Chaim Siegel,0.3179530879192348,male,Elazar Advisors,"('AMZN', '2018 q3')",0.04708642512559891
40366,AMZN,2018 q3,2550,0.5253640657867492,"Shebly Seyrafi, CFA",0.2718672896127571,male,FBN Securities,"('AMZN', '2018 q3')",0.0
40367,AMZN,2018 q3,2550,0.5253640657867492,"Mr. Shyam Patil, CFA",0.6672890745279292,male,Susquehanna Financial Group LLLP,"('AMZN', '2018 q3')",0.0
40368,EBAY,2018 q3,2550,0.5218671634576183,"Mr. Shyam Patil, CFA",0.5525659038193921,male,Susquehanna Financial Group LLLP,"('EBAY', '2018 q3')",0.0
40369,EXPE,2018 q3,2550,0.4657215417346163,"Mr. Shyam Patil, CFA",0.7170903536927579,male,Susquehanna Financial Group LLLP,"('EXPE', '2018 q3')",0.0
40370,AMZN,2018 q3,2550,0.5253640657867492,Mr. Stephen D. Ju,0.2367679327707088,male,Credit Suisse,"('AMZN', '2018 q3')",0.01559333223849535
40371,EBAY,2018 q3,2550,0.5218671634576183,Mr. Stephen D. Ju,0.5232045980822235,male,Credit Suisse,"('EBAY', '2018 q3')",0.0
40372,EXPE,2018 q3,2550,0.4657215417346163,Mr. Stephen D. Ju,0.4680415976060839,male,Credit Suisse,"('EXPE', '2018 q3')",0.0
40373,AZO,2018 q3,2550,0.5970093823044406,Garrett Nelson,0.4105320700707566,male,CFRA Equity Research,"('AZO', '2018 q3')",0.0
40374,KMX,2018 q3,2550,0.575926242808176,Garrett Nelson,0.4011518511418951,male,CFRA Equity Research,"('KMX', '2018 q3')",0.0
40375,AZO,2018 q3,2550,0.5970093823044406,Mike Baker,0.7812506435053073,male,Deutsche Bank,"('AZO', '2018 q3')",0.006283435349663098
40376,HD,2018 q3,2550,0.5968402490200697,Mike Baker,0.9153502177242768,male,Deutsche Bank,"('HD', '2018 q3')",0.0
40377,LOW,2018 q3,2550,0.5676833442921669,Mike Baker,0.8492528820120834,male,Deutsche Bank,"('LOW', '2018 q3')",0.0
40378,TGT,2018 q3,2550,0.6782856275085123,Mike Baker,0.8787133169733607,male,Deutsche Bank,"('TGT', '2018 q3')",0.0
40379,TSCO,2018 q3,2550,0.4601639646387181,Mike Baker,0.6728656022232304,male,Deutsche Bank,"('TSCO', '2018 q3')",0.03333333507180214
40380,BBY,2018 q3,2550,0.643222552055108,"Brian W. Nagel, CFA",0.2829521508419107,male,"Oppenheimer & Co., Inc.","('BBY', '2018 q3')",0.0
40381,HD,2018 q3,2550,0.5968402490200697,"Brian W. Nagel, CFA",0.1598408855098431,male,"Oppenheimer & Co., Inc.","('HD', '2018 q3')",0.0
40382,KMX,2018 q3,2550,0.575926242808176,"Brian W. Nagel, CFA",0.301928811114498,male,"Oppenheimer & Co., Inc.","('KMX', '2018 q3')",0.0
40383,ORLY,2018 q3,2550,0.4818320872711856,"Brian W. Nagel, CFA",0.3177731308063958,male,"Oppenheimer & Co., Inc.","('ORLY', '2018 q3')",0.0
40384,TIF,2018 q3,2550,0.6598189121249807,"Brian W. Nagel, CFA",0.2917303303265735,male,"Oppenheimer & Co., Inc.","('TIF', '2018 q3')",0.0
40385,BBY,2018 q3,2550,0.643222552055108,"Curtis Nagle, CFA",0.4127399303480643,male,BofA Global Research,"('BBY', '2018 q3')",0.0
40386,BBY,2018 q3,2550,0.643222552055108,"Ms. Angelo Zino, CFA",0.6622525571128484,female,CFRA Equity Research,"('BBY', '2018 q3')",0.0
40387,BBY,2018 q3,2550,0.643222552055108,Mr. Peter J. Keith,0.3488278027704017,male,Piper Sandler Companies,"('BBY', '2018 q3')",0.01430237852036953
40388,DG,2018 q3,2550,0.6118646311717293,Mr. Peter J. Keith,0.7003828893009947,male,Piper Sandler Companies,"('DG', '2018 q3')",0.0
40389,DLTR,2018 q3,2550,0.6072474862592224,Mr. Peter J. Keith,0.3489628373809558,male,Piper Sandler Companies,"('DLTR', '2018 q3')",0.0
40390,HD,2018 q3,2550,0.5968402490200697,Mr. Peter J. Keith,0.2335705752344205,male,Piper Sandler Companies,"('HD', '2018 q3')",0.0
40391,LOW,2018 q3,2550,0.5676833442921669,Mr. Peter J. Keith,0.2693044252544154,male,Piper Sandler Companies,"('LOW', '2018 q3')",0.0
40392,TSCO,2018 q3,2550,0.4601639646387181,Mr. Peter J. Keith,0.3115887831748026,male,Piper Sandler Companies,"('TSCO', '2018 q3')",0.0
40393,DG,2018 q3,2550,0.6118646311717293,Research Department,0.3493530677796361,Not a person,WM SMITH,"('DG', '2018 q3')",0.0
40394,DG,2018 q3,2550,0.6118646311717293,"Paul E. Trussell, CFA",0.9282617323010388,male,Deutsche Bank,"('DG', '2018 q3')",0.0
40395,DLTR,2018 q3,2550,0.6072474862592224,"Paul E. Trussell, CFA",0.8407661594296117,male,Deutsche Bank,"('DLTR', '2018 q3')",0.0
40396,JWN,2018 q3,2550,0.5027302986081603,"Paul E. Trussell, CFA",0.6108705370567554,male,Deutsche Bank,"('JWN', '2018 q3')",0.0061254361644387245
40397,KSS,2018 q3,2550,0.5345126009082619,"Paul E. Trussell, CFA",0.87480455177111,male,Deutsche Bank,"('KSS', '2018 q3')",0.0
40398,LB,2018 q3,2550,0.6217531944388195,"Paul E. Trussell, CFA",0.8878764704918074,male,Deutsche Bank,"('LB', '2018 q3')",0.0
40399,ROST,2018 q3,2550,0.5466330350774025,"Paul E. Trussell, CFA",0.8973113967894809,male,Deutsche Bank,"('ROST', '2018 q3')",0.0
40400,TJX,2018 q3,2550,0.5247971948110315,"Paul E. Trussell, CFA",0.8880448134293266,male,Deutsche Bank,"('TJX', '2018 q3')",0.0
40401,DG,2018 q3,2550,0.6118646311717293,Patrick McKeever,0.1936430243566334,male,MKM Partners,"('DG', '2018 q3')",0.0
40402,KSS,2018 q3,2550,0.5345126009082619,Patrick McKeever,0.206214095749457,male,MKM Partners,"('KSS', '2018 q3')",0.0
40403,TGT,2018 q3,2550,0.6782856275085123,Patrick McKeever,0.2861192736875731,male,MKM Partners,"('TGT', '2018 q3')",0.0
40404,DG,2018 q3,2550,0.6118646311717293,Mr. Rupesh Parikh,0.4646108419191434,male,"Oppenheimer & Co., Inc.","('DG', '2018 q3')",0.0
40405,DG,2018 q3,2550,0.6118646311717293,Ms. Judah C. Frommer,0.366880981360381,female,Credit Suisse,"('DG', '2018 q3')",0.0
40406,DLTR,2018 q3,2550,0.6072474862592224,Ms. Judah C. Frommer,0.5709435215362826,female,Credit Suisse,"('DLTR', '2018 q3')",0.0
40407,DG,2018 q3,2550,0.6118646311717293,Karen Short,0.5748664384836902,female,Barclays,"('DG', '2018 q3')",0.0
40408,DLTR,2018 q3,2550,0.6072474862592224,Karen Short,0.2710864412179878,female,Barclays,"('DLTR', '2018 q3')",0.0
40409,DLTR,2018 q3,2550,0.6072474862592224,"Robert F. Ohmes, CFA",0.325429876716212,male,BofA Global Research,"('DLTR', '2018 q3')",0.0
40410,TGT,2018 q3,2550,0.6782856275085123,"Robert F. Ohmes, CFA",0.2999813549097786,male,BofA Global Research,"('TGT', '2018 q3')",0.017576915211975574
40411,DLTR,2018 q3,2550,0.6072474862592224,Stewart Glickman,0.374743239670808,male,CFRA Equity Research,"('DLTR', '2018 q3')",0.0
40412,EBAY,2018 q3,2550,0.5218671634576183,Mr. Scott H. Kessler,0.8477149807704853,male,CFRA Equity Research,"('EBAY', '2018 q3')",0.0
40413,TIF,2018 q3,2550,0.6598189121249807,Mr. Scott H. Kessler,0.6608599128341198,male,CFRA Equity Research,"('TIF', '2018 q3')",0.0
40414,EBAY,2018 q3,2550,0.5218671634576183,Mr. Mark S. Mahaney,0.1840204114378961,male,RBC Capital Markets,"('EBAY', '2018 q3')",0.0
40415,EXPE,2018 q3,2550,0.4657215417346163,Mr. Mark S. Mahaney,0.1285174177050531,male,RBC Capital Markets,"('EXPE', '2018 q3')",0.0
40416,EXPE,2018 q3,2550,0.4657215417346163,"Mr. Kevin C. Kopelman, CFA",0.1181184460235477,male,Cowen and Company,"('EXPE', '2018 q3')",0.007740661036223173
40417,EXPE,2018 q3,2550,0.4657215417346163,Naved Khan,0.2468437125502795,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2018 q3')",0.0
40418,EXPE,2018 q3,2550,0.4657215417346163,"Mr. James L. Hardiman, CFA",0.201781022390971,male,Wedbush Securities Inc.,"('EXPE', '2018 q3')",0.0
40419,EXPE,2018 q3,2550,0.4657215417346163,Mr. Dan Wasiolek,0.5408814194601893,male,"Morningstar, Inc.","('EXPE', '2018 q3')",0.0
40420,EXPE,2018 q3,2550,0.4657215417346163,SADIF Research,0.9950288188876416,Not a person,Sadif Analytics Prime,"('EXPE', '2018 q3')",0.9643893241882324
40421,GPC,2018 q3,2550,0.7321865672772412,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('GPC', '2018 q3')",0.9703661799430847
40422,GPS,2018 q3,2550,0.6466669252421824,SADIF Research,0.990232635892428,Not a person,Sadif Analytics Prime,"('GPS', '2018 q3')",0.9499106407165527
40423,LKQ,2018 q3,2550,0.5761984061543305,SADIF Research,0.9879806434106236,Not a person,Sadif Analytics Prime,"('LKQ', '2018 q3')",0.9790762066841125
40424,TGT,2018 q3,2550,0.6782856275085123,SADIF Research,0.9907378436641576,Not a person,Sadif Analytics Prime,"('TGT', '2018 q3')",0.9644829034805298
40425,TIF,2018 q3,2550,0.6598189121249807,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TIF', '2018 q3')",0.9784644842147827
40426,EXPE,2018 q3,2550,0.4657215417346163,"Mr. Edward M. Woo, CFA",0.0844124656407777,male,Ascendiant Capital Markets,"('EXPE', '2018 q3')",0.0
40427,EXPE,2018 q3,2550,0.4657215417346163,Mr. Jake A. Fuller,0.14366710885646,male,Guggenheim Securities LLC,"('EXPE', '2018 q3')",0.014070533215999603
40428,EXPE,2018 q3,2550,0.4657215417346163,Mr. Deepak Mathivanan,0.1074028422168367,male,Barclays,"('EXPE', '2018 q3')",0.0
40429,GPS,2018 q3,2550,0.6466669252421824,"Ms. Jaime M. M. Katz, CFA",0.704741299941119,female,"Morningstar, Inc.","('GPS', '2018 q3')",0.0
40430,HD,2018 q3,2550,0.5968402490200697,"Ms. Jaime M. M. Katz, CFA",0.6165346358337659,female,"Morningstar, Inc.","('HD', '2018 q3')",0.03333333507180214
40431,JWN,2018 q3,2550,0.5027302986081603,"Ms. Jaime M. M. Katz, CFA",0.8124052173076894,female,"Morningstar, Inc.","('JWN', '2018 q3')",0.0
40432,KSS,2018 q3,2550,0.5345126009082619,"Ms. Jaime M. M. Katz, CFA",0.5871374128698068,female,"Morningstar, Inc.","('KSS', '2018 q3')",0.01666666753590107
40433,LB,2018 q3,2550,0.6217531944388195,"Ms. Jaime M. M. Katz, CFA",0.6554106737867101,female,"Morningstar, Inc.","('LB', '2018 q3')",0.0
40434,LOW,2018 q3,2550,0.5676833442921669,"Ms. Jaime M. M. Katz, CFA",0.6225074899516887,female,"Morningstar, Inc.","('LOW', '2018 q3')",0.0
40435,TSCO,2018 q3,2550,0.4601639646387181,"Ms. Jaime M. M. Katz, CFA",0.492934574928403,female,"Morningstar, Inc.","('TSCO', '2018 q3')",0.0
40436,GPS,2018 q3,2550,0.6466669252421824,Pamela M. Quintiliano,0.2722524581433845,female,SunTrust Robinson Humphrey Capital Markets,"('GPS', '2018 q3')",0.0
40437,ROST,2018 q3,2550,0.5466330350774025,Pamela M. Quintiliano,0.1177304206434276,female,SunTrust Robinson Humphrey Capital Markets,"('ROST', '2018 q3')",0.0
40438,TJX,2018 q3,2550,0.5247971948110315,Pamela M. Quintiliano,0.1270283508870775,female,SunTrust Robinson Humphrey Capital Markets,"('TJX', '2018 q3')",0.0
40439,GPS,2018 q3,2550,0.6466669252421824,Mr. James A. Corridore,0.631251382828214,male,CFRA Equity Research,"('GPS', '2018 q3')",0.0
40440,LB,2018 q3,2550,0.6217531944388195,Mr. James A. Corridore,0.6120103788299274,male,CFRA Equity Research,"('LB', '2018 q3')",0.0
40441,ROST,2018 q3,2550,0.5466330350774025,Mr. James A. Corridore,0.490774958702684,male,CFRA Equity Research,"('ROST', '2018 q3')",0.0
40442,TJX,2018 q3,2550,0.5247971948110315,Mr. James A. Corridore,0.463075648166691,male,CFRA Equity Research,"('TJX', '2018 q3')",0.0
40443,TSCO,2018 q3,2550,0.4601639646387181,Mr. James A. Corridore,0.44385881618627,male,CFRA Equity Research,"('TSCO', '2018 q3')",0.0
40444,GPS,2018 q3,2550,0.6466669252421824,Ms. Dana L. Telsey,0.4486601249941677,female,Telsey Advisory Group,"('GPS', '2018 q3')",0.0
40445,JWN,2018 q3,2550,0.5027302986081603,Ms. Dana L. Telsey,0.1850870091653678,female,Telsey Advisory Group,"('JWN', '2018 q3')",0.005520287901163101
40446,KSS,2018 q3,2550,0.5345126009082619,Ms. Dana L. Telsey,0.1428024985842528,female,Telsey Advisory Group,"('KSS', '2018 q3')",0.0
40447,LB,2018 q3,2550,0.6217531944388195,Ms. Dana L. Telsey,0.413339987611503,female,Telsey Advisory Group,"('LB', '2018 q3')",0.0
40448,ROST,2018 q3,2550,0.5466330350774025,Ms. Dana L. Telsey,0.2350483501952333,female,Telsey Advisory Group,"('ROST', '2018 q3')",0.0
40449,TIF,2018 q3,2550,0.6598189121249807,Ms. Dana L. Telsey,0.4805456777682291,female,Telsey Advisory Group,"('TIF', '2018 q3')",0.0
40450,TJX,2018 q3,2550,0.5247971948110315,Ms. Dana L. Telsey,0.4428734578135327,female,Telsey Advisory Group,"('TJX', '2018 q3')",0.0
40451,GPS,2018 q3,2550,0.6466669252421824,"Kimberly C. Greenberger, CFA",0.4167500105850575,female,Morgan Stanley,"('GPS', '2018 q3')",0.0
40452,JWN,2018 q3,2550,0.5027302986081603,"Kimberly C. Greenberger, CFA",0.1142751245820322,female,Morgan Stanley,"('JWN', '2018 q3')",0.0
40453,KSS,2018 q3,2550,0.5345126009082619,"Kimberly C. Greenberger, CFA",0.5134587942481647,female,Morgan Stanley,"('KSS', '2018 q3')",0.0
40454,LB,2018 q3,2550,0.6217531944388195,"Kimberly C. Greenberger, CFA",0.2012368239281126,female,Morgan Stanley,"('LB', '2018 q3')",0.0
40455,ROST,2018 q3,2550,0.5466330350774025,"Kimberly C. Greenberger, CFA",0.1669031956106368,female,Morgan Stanley,"('ROST', '2018 q3')",0.0
40456,TIF,2018 q3,2550,0.6598189121249807,"Kimberly C. Greenberger, CFA",0.2611310724868767,female,Morgan Stanley,"('TIF', '2018 q3')",0.0
40457,TJX,2018 q3,2550,0.5247971948110315,"Kimberly C. Greenberger, CFA",0.3576506190760967,female,Morgan Stanley,"('TJX', '2018 q3')",0.0
40458,GPS,2018 q3,2550,0.6466669252421824,Adrienne Y. Yih,0.28166291199967,female,Wolfe Research,"('GPS', '2018 q3')",0.011082718148827553
40459,JWN,2018 q3,2550,0.5027302986081603,Adrienne Y. Yih,0.120218714343925,female,Wolfe Research,"('JWN', '2018 q3')",0.020160159096121788
40460,LB,2018 q3,2550,0.6217531944388195,Adrienne Y. Yih,0.2670892090360678,female,Wolfe Research,"('LB', '2018 q3')",0.03272645175457001
40461,ROST,2018 q3,2550,0.5466330350774025,Adrienne Y. Yih,0.1319329354977864,female,Wolfe Research,"('ROST', '2018 q3')",0.0
40462,TJX,2018 q3,2550,0.5247971948110315,Adrienne Y. Yih,0.1923563824938592,female,Wolfe Research,"('TJX', '2018 q3')",0.0
40463,HD,2018 q3,2550,0.5968402490200697,"Mr. Kenneth M. Leon, CPA",0.6697645613580573,male,CFRA Equity Research,"('HD', '2018 q3')",0.0
40464,LOW,2018 q3,2550,0.5676833442921669,"Mr. Kenneth M. Leon, CPA",0.6416395155190158,male,CFRA Equity Research,"('LOW', '2018 q3')",0.0
40465,HD,2018 q3,2550,0.5968402490200697,Credit Suisse Global Product Marketing,0.4383328987385583,Not a person,Credit Suisse,"('HD', '2018 q3')",0.0
40466,LB,2018 q3,2550,0.6217531944388195,Credit Suisse Global Product Marketing,0.5670768218248834,Not a person,Credit Suisse,"('LB', '2018 q3')",0.0
40467,TGT,2018 q3,2550,0.6782856275085123,Credit Suisse Global Product Marketing,0.6311272175975449,Not a person,Credit Suisse,"('TGT', '2018 q3')",0.011686522513628006
40468,HD,2018 q3,2550,0.5968402490200697,Keith B. Hughes,0.2453978955859175,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2018 q3')",0.0
40469,LOW,2018 q3,2550,0.5676833442921669,Keith B. Hughes,0.1980952844481062,male,SunTrust Robinson Humphrey Capital Markets,"('LOW', '2018 q3')",0.0
40470,HD,2018 q3,2550,0.5968402490200697,Joseph Agnese,0.6718030524364541,male,CFRA Equity Research,"('HD', '2018 q3')",0.0
40471,LOW,2018 q3,2550,0.5676833442921669,Joseph Agnese,0.6779384319060665,male,CFRA Equity Research,"('LOW', '2018 q3')",0.0
40472,TJX,2018 q3,2550,0.5247971948110315,Joseph Agnese,0.4624476559218979,male,CFRA Equity Research,"('TJX', '2018 q3')",0.0
40473,HD,2018 q3,2550,0.5968402490200697,"Mr. Steven Forbes, CPA",0.2444602796345027,male,Guggenheim Securities LLC,"('HD', '2018 q3')",0.0
40474,LOW,2018 q3,2550,0.5676833442921669,"Mr. Steven Forbes, CPA",0.2380592603909762,male,Guggenheim Securities LLC,"('LOW', '2018 q3')",0.0
40475,TSCO,2018 q3,2550,0.4601639646387181,"Mr. Steven Forbes, CPA",0.1789813303255767,male,Guggenheim Securities LLC,"('TSCO', '2018 q3')",0.0
40476,JWN,2018 q3,2550,0.5027302986081603,Mr. Michael C. Binetti,0.3600327623634526,male,Credit Suisse,"('JWN', '2018 q3')",0.0
40477,KSS,2018 q3,2550,0.5345126009082619,Mr. Michael C. Binetti,0.5279379879268277,male,Credit Suisse,"('KSS', '2018 q3')",0.0
40478,LB,2018 q3,2550,0.6217531944388195,Mr. Michael C. Binetti,0.4745413428909679,male,Credit Suisse,"('LB', '2018 q3')",0.014728294685482979
40479,ROST,2018 q3,2550,0.5466330350774025,Mr. Michael C. Binetti,0.3616642414341441,male,Credit Suisse,"('ROST', '2018 q3')",0.0
40480,TIF,2018 q3,2550,0.6598189121249807,Mr. Michael C. Binetti,0.5269725898896841,male,Credit Suisse,"('TIF', '2018 q3')",0.0
40481,JWN,2018 q3,2550,0.5027302986081603,Mr. Brian Tunick,0.2363034175368597,male,RBC Capital Markets,"('JWN', '2018 q3')",0.0
40482,KSS,2018 q3,2550,0.5345126009082619,Mr. Brian Tunick,0.1727473194929159,male,RBC Capital Markets,"('KSS', '2018 q3')",0.0
40483,LB,2018 q3,2550,0.6217531944388195,Mr. Brian Tunick,0.2017580726353831,male,RBC Capital Markets,"('LB', '2018 q3')",0.011111111690600714
40484,ROST,2018 q3,2550,0.5466330350774025,Mr. Brian Tunick,0.6695864036484256,male,RBC Capital Markets,"('ROST', '2018 q3')",0.03333333507180214
40485,TIF,2018 q3,2550,0.6598189121249807,Mr. Brian Tunick,0.3859249381237158,male,RBC Capital Markets,"('TIF', '2018 q3')",0.0
40486,TJX,2018 q3,2550,0.5247971948110315,Mr. Brian Tunick,0.1207918488118879,male,RBC Capital Markets,"('TJX', '2018 q3')",0.0
40487,JWN,2018 q3,2550,0.5027302986081603,"Mr. Oliver Chen, CFA",0.1106028942744006,male,Cowen and Company,"('JWN', '2018 q3')",0.0
40488,KSS,2018 q3,2550,0.5345126009082619,"Mr. Oliver Chen, CFA",0.1163479890306173,male,Cowen and Company,"('KSS', '2018 q3')",0.0
40489,TGT,2018 q3,2550,0.6782856275085123,"Mr. Oliver Chen, CFA",0.3841740535668601,male,Cowen and Company,"('TGT', '2018 q3')",0.010331211611628532
40490,TIF,2018 q3,2550,0.6598189121249807,"Mr. Oliver Chen, CFA",0.2353940947961386,male,Cowen and Company,"('TIF', '2018 q3')",0.0
40491,JWN,2018 q3,2550,0.5027302986081603,Erinn E. Murphy,0.3935577949595168,female,Piper Sandler Companies,"('JWN', '2018 q3')",0.0
40492,KSS,2018 q3,2550,0.5345126009082619,Erinn E. Murphy,0.3098942882743291,female,Piper Sandler Companies,"('KSS', '2018 q3')",0.0
40493,LB,2018 q3,2550,0.6217531944388195,Erinn E. Murphy,0.3963015233169782,female,Piper Sandler Companies,"('LB', '2018 q3')",0.0
40494,JWN,2018 q3,2550,0.5027302986081603,Mr. Omar R. Saad,0.3362233472892645,male,EVERCORE ISI,"('JWN', '2018 q3')",0.03185872361063957
40495,KSS,2018 q3,2550,0.5345126009082619,Mr. Omar R. Saad,0.2571080273089698,male,EVERCORE ISI,"('KSS', '2018 q3')",0.039955321699380875
40496,LB,2018 q3,2550,0.6217531944388195,Mr. Omar R. Saad,0.4922712905180991,male,EVERCORE ISI,"('LB', '2018 q3')",0.01932471990585327
40497,ROST,2018 q3,2550,0.5466330350774025,Mr. Omar R. Saad,0.5729722205068413,male,EVERCORE ISI,"('ROST', '2018 q3')",0.04556302726268768
40498,TIF,2018 q3,2550,0.6598189121249807,Mr. Omar R. Saad,0.5543499885397267,male,EVERCORE ISI,"('TIF', '2018 q3')",0.037625450640916824
40499,JWN,2018 q3,2550,0.5027302986081603,Ms. Catherine A. Seifert,0.3436896655189109,female,CFRA Equity Research,"('JWN', '2018 q3')",0.0
40500,KSS,2018 q3,2550,0.5345126009082619,Ms. Catherine A. Seifert,0.4504178524711342,female,CFRA Equity Research,"('KSS', '2018 q3')",0.0
40501,JWN,2018 q3,2550,0.5027302986081603,"Lorraine C. Hutchinson, CFA",0.3348173999291989,female,BofA Global Research,"('JWN', '2018 q3')",0.0
40502,KSS,2018 q3,2550,0.5345126009082619,"Lorraine C. Hutchinson, CFA",0.3927235581325927,female,BofA Global Research,"('KSS', '2018 q3')",0.0
40503,LB,2018 q3,2550,0.6217531944388195,"Lorraine C. Hutchinson, CFA",0.280922230044102,female,BofA Global Research,"('LB', '2018 q3')",0.013333334028720856
40504,ROST,2018 q3,2550,0.5466330350774025,"Lorraine C. Hutchinson, CFA",0.246325737392998,female,BofA Global Research,"('ROST', '2018 q3')",0.0
40505,TIF,2018 q3,2550,0.6598189121249807,"Lorraine C. Hutchinson, CFA",0.2784745159322403,female,BofA Global Research,"('TIF', '2018 q3')",0.0
40506,TJX,2018 q3,2550,0.5247971948110315,"Lorraine C. Hutchinson, CFA",0.2610628488795715,female,BofA Global Research,"('TJX', '2018 q3')",0.005044150166213512
40507,KMX,2018 q3,2550,0.575926242808176,Mr. David Whiston,0.7038196325992389,male,"Morningstar, Inc.","('KMX', '2018 q3')",0.0
40508,KMX,2018 q3,2550,0.575926242808176,Mr. Armintas Sinkevicius,0.2825205505542102,male,Morgan Stanley,"('KMX', '2018 q3')",0.0
40509,KMX,2018 q3,2550,0.575926242808176,"Ms. Sharon M. Zackfia, CFA",0.2982297929704144,female,William Blair & Company,"('KMX', '2018 q3')",0.0
40510,KMX,2018 q3,2550,0.575926242808176,Glenn E. Chin,0.3690575969471554,male,The Buckingham Research Group,"('KMX', '2018 q3')",0.017089638859033585
40511,KMX,2018 q3,2550,0.575926242808176,Mr. John Healy,0.3806897535736352,male,Northcoast Research,"('KMX', '2018 q3')",0.029544977471232414
40512,LKQ,2018 q3,2550,0.5761984061543305,Mr. John Healy,0.3927370449817451,male,Northcoast Research,"('LKQ', '2018 q3')",0.027120443060994148
40513,KSS,2018 q3,2550,0.5345126009082619,Mr. Randal J. Konik,0.2028367259096698,male,Jefferies,"('KSS', '2018 q3')",0.0
40514,LB,2018 q3,2550,0.6217531944388195,Mr. Randal J. Konik,0.4216764829599704,male,Jefferies,"('LB', '2018 q3')",0.0
40515,LOW,2018 q3,2550,0.5676833442921669,Mr. Randal J. Konik,0.2222828583764184,male,Jefferies,"('LOW', '2018 q3')",0.0
40516,LB,2018 q3,2550,0.6217531944388195,"Ms. Roxanne F. Meyer, CFA",0.4041816351082057,female,MKM Partners,"('LB', '2018 q3')",0.011001322728892166
40517,ROST,2018 q3,2550,0.5466330350774025,"Ms. Roxanne F. Meyer, CFA",0.3104430186980935,female,MKM Partners,"('ROST', '2018 q3')",0.013326521962881088
40518,TJX,2018 q3,2550,0.5247971948110315,"Ms. Roxanne F. Meyer, CFA",0.3506082878242417,female,MKM Partners,"('TJX', '2018 q3')",0.0
40519,LB,2018 q3,2550,0.6217531944388195,Mr. Chethan Mallela,0.4723461367344474,male,Barclays,"('LB', '2018 q3')",0.0
40520,LKQ,2018 q3,2550,0.5761984061543305,Gary Prestopino,0.460582223709249,male,Barrington Research Associates,"('LKQ', '2018 q3')",0.0
40521,LKQ,2018 q3,2550,0.5761984061543305,Ms. Stephanie Benjamin,0.1843849535455456,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2018 q3')",0.011319145560264587
40522,LKQ,2018 q3,2550,0.5761984061543305,"Ryan J. Merkel, CFA",0.219515743290153,male,William Blair & Company,"('LKQ', '2018 q3')",0.0
40523,LKQ,2018 q3,2550,0.5761984061543305,Mr. Scott L. Stember,0.1838328950037429,male,C.L. King & Associates,"('LKQ', '2018 q3')",0.0
40524,LKQ,2018 q3,2550,0.5761984061543305,"Elliott L. Schlang, CFA",0.1998881727041516,male,Great Lakes/Wellington Shields,"('LKQ', '2018 q3')",0.0
40525,ORLY,2018 q3,2550,0.4818320872711856,Mr. Keith Snyder,0.5987937484363259,male,CFRA Equity Research,"('ORLY', '2018 q3')",0.0
40526,ROST,2018 q3,2550,0.5466330350774025,"Mr. John D. Kernan, CFA",0.1790030295874445,male,Cowen and Company,"('ROST', '2018 q3')",0.0
40527,TJX,2018 q3,2550,0.5247971948110315,"Mr. John D. Kernan, CFA",0.2147002326167436,male,Cowen and Company,"('TJX', '2018 q3')",0.0
40528,ROST,2018 q3,2550,0.5466330350774025,Ms. Janine Stichter,0.2991831028855067,female,Jefferies,"('ROST', '2018 q3')",0.0
40529,TJX,2018 q3,2550,0.5247971948110315,Ms. Janine Stichter,0.2195358948889025,female,Jefferies,"('TJX', '2018 q3')",0.0
40530,TIF,2018 q3,2550,0.6598189121249807,Fr. Jelena Sokolova,0.7520165954651647,female,"Morningstar, Inc.","('TIF', '2018 q3')",0.0
40531,TSCO,2018 q3,2550,0.4601639646387181,"Charles E. Cerankosky, Jr",0.2076437403222099,male,Northcoast Research,"('TSCO', '2018 q3')",0.0
40532,TSCO,2018 q3,2550,0.4601639646387181,Camilla Yanushevsky,0.4261265355324566,female,CFRA Equity Research,"('TSCO', '2018 q3')",0.0
40533,AAP,2018 q4,2550,0.6114980273165829,"Mr. Bret D. Jordan, CFA, CFA",0.3205545378264572,male,Jefferies,"('AAP', '2018 q4')",0.0
40534,AZO,2018 q4,2550,0.6132399964611569,"Mr. Bret D. Jordan, CFA, CFA",0.3104510457068441,male,Jefferies,"('AZO', '2018 q4')",0.0
40535,GPC,2018 q4,2550,0.708492729472032,"Mr. Bret D. Jordan, CFA, CFA",0.5526170255725595,male,Jefferies,"('GPC', '2018 q4')",0.0
40536,LKQ,2018 q4,2550,0.555881448706822,"Mr. Bret D. Jordan, CFA, CFA",0.2266121180282095,male,Jefferies,"('LKQ', '2018 q4')",0.0
40537,ORLY,2018 q4,2550,0.5989768436988396,"Mr. Bret D. Jordan, CFA, CFA",0.3040707274673641,male,Jefferies,"('ORLY', '2018 q4')",0.0
40538,AAP,2018 q4,2550,0.6114980273165829,"Mr. Seth M. Basham, CFA",0.3482007955759468,male,Wedbush Securities Inc.,"('AAP', '2018 q4')",0.0
40539,HD,2018 q4,2550,0.5334545534826289,"Mr. Seth M. Basham, CFA",0.3001949168164818,male,Wedbush Securities Inc.,"('HD', '2018 q4')",0.0
40540,KMX,2018 q4,2550,0.6392796575137829,"Mr. Seth M. Basham, CFA",0.4157285105750586,male,Wedbush Securities Inc.,"('KMX', '2018 q4')",0.0
40541,TSCO,2018 q4,2550,0.4639818151852386,"Mr. Seth M. Basham, CFA",0.1398820343758376,male,Wedbush Securities Inc.,"('TSCO', '2018 q4')",0.0
40542,AAP,2018 q4,2550,0.6114980273165829,Mike Baker,0.8186398721463182,male,Deutsche Bank,"('AAP', '2018 q4')",0.0
40543,AZO,2018 q4,2550,0.6132399964611569,Mike Baker,0.6154993301717706,male,Deutsche Bank,"('AZO', '2018 q4')",0.03333333507180214
40544,HD,2018 q4,2550,0.5334545534826289,Mike Baker,0.8580973150843659,male,Deutsche Bank,"('HD', '2018 q4')",0.0
40545,LOW,2018 q4,2550,0.6326378208113915,Mike Baker,0.955232733248936,male,Deutsche Bank,"('LOW', '2018 q4')",0.0
40546,ORLY,2018 q4,2550,0.5989768436988396,Mike Baker,0.6701270556916317,male,Deutsche Bank,"('ORLY', '2018 q4')",0.03333333507180214
40547,TSCO,2018 q4,2550,0.4639818151852386,Mike Baker,0.530298606001103,male,Deutsche Bank,"('TSCO', '2018 q4')",0.0
40548,AAP,2018 q4,2550,0.6114980273165829,Mr. Ali-Ahmad Faghri,0.4040914588199784,male,Guggenheim Securities LLC,"('AAP', '2018 q4')",0.0
40549,AZO,2018 q4,2550,0.6132399964611569,Mr. Ali-Ahmad Faghri,0.3672938485309037,male,Guggenheim Securities LLC,"('AZO', '2018 q4')",0.0
40550,GPC,2018 q4,2550,0.708492729472032,Mr. Ali-Ahmad Faghri,0.5024252215653513,male,Guggenheim Securities LLC,"('GPC', '2018 q4')",0.0
40551,KMX,2018 q4,2550,0.6392796575137829,Mr. Ali-Ahmad Faghri,0.3199691849568328,male,Guggenheim Securities LLC,"('KMX', '2018 q4')",0.0
40552,LKQ,2018 q4,2550,0.555881448706822,Mr. Ali-Ahmad Faghri,0.4368311158579009,male,Guggenheim Securities LLC,"('LKQ', '2018 q4')",0.0
40553,ORLY,2018 q4,2550,0.5989768436988396,Mr. Ali-Ahmad Faghri,0.4965359578766659,male,Guggenheim Securities LLC,"('ORLY', '2018 q4')",0.0
40554,AAP,2018 q4,2550,0.6114980273165829,"Scot Ciccarelli, CFA",0.3017779416357096,male,RBC Capital Markets,"('AAP', '2018 q4')",0.0
40555,AZO,2018 q4,2550,0.6132399964611569,"Scot Ciccarelli, CFA",0.358208309835425,male,RBC Capital Markets,"('AZO', '2018 q4')",0.0
40556,BBY,2018 q4,2550,0.6664261225834549,"Scot Ciccarelli, CFA",0.366327397059293,male,RBC Capital Markets,"('BBY', '2018 q4')",0.02001076005399227
40557,DLTR,2018 q4,2550,0.4305728379275957,"Scot Ciccarelli, CFA",0.1302768134988465,male,RBC Capital Markets,"('DLTR', '2018 q4')",0.01666666753590107
40558,GPC,2018 q4,2550,0.708492729472032,"Scot Ciccarelli, CFA",0.3497295417100249,male,RBC Capital Markets,"('GPC', '2018 q4')",0.0
40559,HD,2018 q4,2550,0.5334545534826289,"Scot Ciccarelli, CFA",0.241805476539917,male,RBC Capital Markets,"('HD', '2018 q4')",0.011967026628553867
40560,KMX,2018 q4,2550,0.6392796575137829,"Scot Ciccarelli, CFA",0.3032025249923091,male,RBC Capital Markets,"('KMX', '2018 q4')",0.0
40561,LOW,2018 q4,2550,0.6326378208113915,"Scot Ciccarelli, CFA",0.3513125276447263,male,RBC Capital Markets,"('LOW', '2018 q4')",0.0
40562,ORLY,2018 q4,2550,0.5989768436988396,"Scot Ciccarelli, CFA",0.3967607386889574,male,RBC Capital Markets,"('ORLY', '2018 q4')",0.0
40563,TSCO,2018 q4,2550,0.4639818151852386,"Scot Ciccarelli, CFA",0.2455378795698688,male,RBC Capital Markets,"('TSCO', '2018 q4')",0.0
40564,AAP,2018 q4,2550,0.6114980273165829,Garrett Nelson,0.7171609006250648,male,CFRA Equity Research,"('AAP', '2018 q4')",0.0
40565,AZO,2018 q4,2550,0.6132399964611569,Garrett Nelson,0.677192053259282,male,CFRA Equity Research,"('AZO', '2018 q4')",0.0
40566,GPC,2018 q4,2550,0.708492729472032,Garrett Nelson,0.7372583104681294,male,CFRA Equity Research,"('GPC', '2018 q4')",0.0
40567,KMX,2018 q4,2550,0.6392796575137829,Garrett Nelson,0.6985627880034216,male,CFRA Equity Research,"('KMX', '2018 q4')",0.0
40568,LKQ,2018 q4,2550,0.555881448706822,Garrett Nelson,0.7712217412285733,male,CFRA Equity Research,"('LKQ', '2018 q4')",0.0
40569,ORLY,2018 q4,2550,0.5989768436988396,Garrett Nelson,0.6607432555155879,male,CFRA Equity Research,"('ORLY', '2018 q4')",0.0
40570,TGT,2018 q4,2550,0.6805378990160423,Garrett Nelson,0.475244945854372,male,CFRA Equity Research,"('TGT', '2018 q4')",0.0
40571,AAP,2018 q4,2550,0.6114980273165829,Mr. Seth I. Sigman,0.4047558717513299,male,Credit Suisse,"('AAP', '2018 q4')",0.0
40572,BBY,2018 q4,2550,0.6664261225834549,Mr. Seth I. Sigman,0.3114846748260498,male,Credit Suisse,"('BBY', '2018 q4')",0.0
40573,HD,2018 q4,2550,0.5334545534826289,Mr. Seth I. Sigman,0.2653946338537377,male,Credit Suisse,"('HD', '2018 q4')",0.01188948773778975
40574,LOW,2018 q4,2550,0.6326378208113915,Mr. Seth I. Sigman,0.4283594188222956,male,Credit Suisse,"('LOW', '2018 q4')",0.0
40575,TSCO,2018 q4,2550,0.4639818151852386,Mr. Seth I. Sigman,0.2458635771651185,male,Credit Suisse,"('TSCO', '2018 q4')",0.0
40576,AAP,2018 q4,2550,0.6114980273165829,Zain Akbari,0.7640448397061479,male,"Morningstar, Inc.","('AAP', '2018 q4')",0.0
40577,AZO,2018 q4,2550,0.6132399964611569,Zain Akbari,0.7240555443197683,male,"Morningstar, Inc.","('AZO', '2018 q4')",0.0
40578,DG,2018 q4,2550,0.5708977696079249,Zain Akbari,0.6826068564070409,male,"Morningstar, Inc.","('DG', '2018 q4')",0.0
40579,DLTR,2018 q4,2550,0.4305728379275957,Zain Akbari,0.6098132240529345,male,"Morningstar, Inc.","('DLTR', '2018 q4')",0.008333333767950535
40580,GPC,2018 q4,2550,0.708492729472032,Zain Akbari,0.8610618951593368,male,"Morningstar, Inc.","('GPC', '2018 q4')",0.01666666753590107
40581,ORLY,2018 q4,2550,0.5989768436988396,Zain Akbari,0.7941739816739416,male,"Morningstar, Inc.","('ORLY', '2018 q4')",0.01666666753590107
40582,ROST,2018 q4,2550,0.6306165658019818,Zain Akbari,0.6468229490645762,male,"Morningstar, Inc.","('ROST', '2018 q4')",0.0
40583,TGT,2018 q4,2550,0.6805378990160423,Zain Akbari,0.7472845777803337,male,"Morningstar, Inc.","('TGT', '2018 q4')",0.0
40584,TJX,2018 q4,2550,0.6657002525126756,Zain Akbari,0.6880435462808153,male,"Morningstar, Inc.","('TJX', '2018 q4')",0.0
40585,AAP,2018 q4,2550,0.6114980273165829,"Chris Bottiglieri, CPA",0.4924215178944982,male,Wolfe Research,"('AAP', '2018 q4')",0.0
40586,AZO,2018 q4,2550,0.6132399964611569,"Chris Bottiglieri, CPA",0.2803000548291799,male,Wolfe Research,"('AZO', '2018 q4')",0.0
40587,GPC,2018 q4,2550,0.708492729472032,"Chris Bottiglieri, CPA",0.5474411927779217,male,Wolfe Research,"('GPC', '2018 q4')",0.0
40588,KMX,2018 q4,2550,0.6392796575137829,"Chris Bottiglieri, CPA",0.2861075447766501,male,Wolfe Research,"('KMX', '2018 q4')",0.008910605063041052
40589,LKQ,2018 q4,2550,0.555881448706822,"Chris Bottiglieri, CPA",0.3665839239031743,male,Wolfe Research,"('LKQ', '2018 q4')",0.0
40590,AAP,2018 q4,2550,0.6114980273165829,"Brian W. Nagel, CFA",0.3486510122614485,male,"Oppenheimer & Co., Inc.","('AAP', '2018 q4')",0.0
40591,BBY,2018 q4,2550,0.6664261225834549,"Brian W. Nagel, CFA",0.320732268286277,male,"Oppenheimer & Co., Inc.","('BBY', '2018 q4')",0.0
40592,HD,2018 q4,2550,0.5334545534826289,"Brian W. Nagel, CFA",0.3380382903881846,male,"Oppenheimer & Co., Inc.","('HD', '2018 q4')",0.005586838349699974
40593,KMX,2018 q4,2550,0.6392796575137829,"Brian W. Nagel, CFA",0.2508927764354172,male,"Oppenheimer & Co., Inc.","('KMX', '2018 q4')",0.017953799106180668
40594,ORLY,2018 q4,2550,0.5989768436988396,"Brian W. Nagel, CFA",0.2523040371003545,male,"Oppenheimer & Co., Inc.","('ORLY', '2018 q4')",0.0
40595,TIF,2018 q4,2550,0.5595031676837591,"Brian W. Nagel, CFA",0.2348961009300634,male,"Oppenheimer & Co., Inc.","('TIF', '2018 q4')",0.030073344707489014
40596,TSCO,2018 q4,2550,0.4639818151852386,"Brian W. Nagel, CFA",0.1341416000252248,male,"Oppenheimer & Co., Inc.","('TSCO', '2018 q4')",0.04749319329857826
40597,AAP,2018 q4,2550,0.6114980273165829,Matthew J. McClintock,0.2650492039252231,male,Barclays,"('AAP', '2018 q4')",0.0
40598,AZO,2018 q4,2550,0.6132399964611569,Matthew J. McClintock,0.2897584296071915,male,Barclays,"('AZO', '2018 q4')",0.0
40599,HD,2018 q4,2550,0.5334545534826289,Matthew J. McClintock,0.1985897904431617,male,Barclays,"('HD', '2018 q4')",0.007887158542871475
40600,LOW,2018 q4,2550,0.6326378208113915,Matthew J. McClintock,0.2541319247938967,male,Barclays,"('LOW', '2018 q4')",0.005282830912619829
40601,ORLY,2018 q4,2550,0.5989768436988396,Matthew J. McClintock,0.2240934178003228,male,Barclays,"('ORLY', '2018 q4')",0.0
40602,TGT,2018 q4,2550,0.6805378990160423,Matthew J. McClintock,0.5023654169566324,male,Barclays,"('TGT', '2018 q4')",0.0
40603,TSCO,2018 q4,2550,0.4639818151852386,Matthew J. McClintock,0.1698946947015002,male,Barclays,"('TSCO', '2018 q4')",0.0
40604,AAP,2018 q4,2550,0.6114980273165829,Ms. Elizabeth L G. Suzuki,0.2323589353075687,female,BofA Global Research,"('AAP', '2018 q4')",0.0
40605,AZO,2018 q4,2550,0.6132399964611569,Ms. Elizabeth L G. Suzuki,0.2746161503273201,female,BofA Global Research,"('AZO', '2018 q4')",0.0
40606,GPC,2018 q4,2550,0.708492729472032,Ms. Elizabeth L G. Suzuki,0.6797205576583492,female,BofA Global Research,"('GPC', '2018 q4')",0.03333333507180214
40607,HD,2018 q4,2550,0.5334545534826289,Ms. Elizabeth L G. Suzuki,0.269943638452102,female,BofA Global Research,"('HD', '2018 q4')",0.022125249728560448
40608,LOW,2018 q4,2550,0.6326378208113915,Ms. Elizabeth L G. Suzuki,0.6491538958013654,female,BofA Global Research,"('LOW', '2018 q4')",0.02432309091091156
40609,TSCO,2018 q4,2550,0.4639818151852386,Ms. Elizabeth L G. Suzuki,0.6648054386075827,female,BofA Global Research,"('TSCO', '2018 q4')",0.03333333507180214
40610,AMZN,2018 q4,2550,0.4306424899198865,Mr. Robert Sanderson,0.3621596110952727,male,MKM Partners,"('AMZN', '2018 q4')",0.0
40611,AMZN,2018 q4,2550,0.4306424899198865,"Mr. Anthony J. DiClemente, Jr",0.2416613784809304,male,EVERCORE ISI,"('AMZN', '2018 q4')",0.013333334028720856
40612,EBAY,2018 q4,2550,0.6253514706253887,"Mr. Anthony J. DiClemente, Jr",0.20384532054963,male,EVERCORE ISI,"('EBAY', '2018 q4')",0.01666666753590107
40613,AMZN,2018 q4,2550,0.4306424899198865,"Tuna N. Amobi, CFA",0.5962785428331471,male,CFRA Equity Research,"('AMZN', '2018 q4')",0.0
40614,EXPE,2018 q4,2550,0.5498061152424879,"Tuna N. Amobi, CFA",0.7423899891657101,male,CFRA Equity Research,"('EXPE', '2018 q4')",0.0
40615,TGT,2018 q4,2550,0.6805378990160423,"Tuna N. Amobi, CFA",0.4872719694674586,male,CFRA Equity Research,"('TGT', '2018 q4')",0.0
40616,AMZN,2018 q4,2550,0.4306424899198865,Mr. Robert S. Drbul,0.0764730141726395,male,Guggenheim Securities LLC,"('AMZN', '2018 q4')",0.0
40617,EBAY,2018 q4,2550,0.6253514706253887,Mr. Robert S. Drbul,0.2746074690207468,male,Guggenheim Securities LLC,"('EBAY', '2018 q4')",0.02132938988506794
40618,LB,2018 q4,2550,0.5810374919223915,Mr. Robert S. Drbul,0.2232104457809936,male,Guggenheim Securities LLC,"('LB', '2018 q4')",0.0154397739097476
40619,TIF,2018 q4,2550,0.5595031676837591,Mr. Robert S. Drbul,0.4905440349888386,male,Guggenheim Securities LLC,"('TIF', '2018 q4')",0.0
40620,AMZN,2018 q4,2550,0.4306424899198865,Mr. Mark S. Mahaney,0.0765512629505082,male,RBC Capital Markets,"('AMZN', '2018 q4')",0.0
40621,EBAY,2018 q4,2550,0.6253514706253887,Mr. Mark S. Mahaney,0.2359477165186045,male,RBC Capital Markets,"('EBAY', '2018 q4')",0.02499254420399666
40622,EXPE,2018 q4,2550,0.5498061152424879,Mr. Mark S. Mahaney,0.244008868593808,male,RBC Capital Markets,"('EXPE', '2018 q4')",0.0
40623,AMZN,2018 q4,2550,0.4306424899198865,"Mr. R.J. J. Hottovy, Jr",0.5690416580175272,male,"Morningstar, Inc.","('AMZN', '2018 q4')",0.0
40624,BBY,2018 q4,2550,0.6664261225834549,"Mr. R.J. J. Hottovy, Jr",0.802892576552943,male,"Morningstar, Inc.","('BBY', '2018 q4')",0.0057988837361335754
40625,EBAY,2018 q4,2550,0.6253514706253887,"Mr. R.J. J. Hottovy, Jr",0.7569074980920465,male,"Morningstar, Inc.","('EBAY', '2018 q4')",0.0
40626,AMZN,2018 q4,2550,0.4306424899198865,"Mr. Michael Graham, CFA",0.2017723300666905,male,Canaccord Genuity,"('AMZN', '2018 q4')",0.0
40627,EBAY,2018 q4,2550,0.6253514706253887,"Mr. Michael Graham, CFA",0.2282442938629653,male,Canaccord Genuity,"('EBAY', '2018 q4')",0.024375827983021736
40628,AMZN,2018 q4,2550,0.4306424899198865,"Mr. Brian T. Nowak, CFA",0.1491988212150786,male,Morgan Stanley,"('AMZN', '2018 q4')",0.0
40629,AMZN,2018 q4,2550,0.4306424899198865,Michael J. Olson,0.1151120077265559,male,Piper Sandler Companies,"('AMZN', '2018 q4')",0.0
40630,EBAY,2018 q4,2550,0.6253514706253887,Michael J. Olson,0.2657947352943332,male,Piper Sandler Companies,"('EBAY', '2018 q4')",0.0
40631,AMZN,2018 q4,2550,0.4306424899198865,"Mr. Daniel L. Kurnos, CFA",0.0867533104436055,male,The Benchmark Company LLC,"('AMZN', '2018 q4')",0.0
40632,EBAY,2018 q4,2550,0.6253514706253887,"Mr. Daniel L. Kurnos, CFA",0.3385021537871509,male,The Benchmark Company LLC,"('EBAY', '2018 q4')",0.0
40633,AMZN,2018 q4,2550,0.4306424899198865,Mr. Victor Anthony,0.1077043803842506,male,Aegis Capital,"('AMZN', '2018 q4')",0.0
40634,AMZN,2018 q4,2550,0.4306424899198865,Mr. Brent J. Thill,0.1528798672551004,male,Jefferies,"('AMZN', '2018 q4')",0.0
40635,AMZN,2018 q4,2550,0.4306424899198865,Michael H. Pachter,0.1259437372938478,male,Wedbush Securities Inc.,"('AMZN', '2018 q4')",0.0
40636,AMZN,2018 q4,2550,0.4306424899198865,"Mr. Shyam Patil, CFA",0.636559951141132,male,Susquehanna Financial Group LLLP,"('AMZN', '2018 q4')",0.0
40637,EBAY,2018 q4,2550,0.6253514706253887,"Mr. Shyam Patil, CFA",0.6491598331758132,male,Susquehanna Financial Group LLLP,"('EBAY', '2018 q4')",0.0
40638,EXPE,2018 q4,2550,0.5498061152424879,"Mr. Shyam Patil, CFA",0.804322359528248,male,Susquehanna Financial Group LLLP,"('EXPE', '2018 q4')",0.0
40639,AMZN,2018 q4,2550,0.4306424899198865,Mr. Youssef H. Squali,0.1641005863305229,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2018 q4')",0.012587640434503555
40640,EBAY,2018 q4,2550,0.6253514706253887,Mr. Youssef H. Squali,0.2325701997917729,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2018 q4')",0.02293468142549197
40641,AMZN,2018 q4,2550,0.4306424899198865,Lloyd Walmsley,0.3943796750025386,male,Deutsche Bank,"('AMZN', '2018 q4')",0.0
40642,EBAY,2018 q4,2550,0.6253514706253887,Lloyd Walmsley,0.3034377509166099,male,Deutsche Bank,"('EBAY', '2018 q4')",0.0
40643,EXPE,2018 q4,2550,0.5498061152424879,Lloyd Walmsley,0.1970282364302399,male,Deutsche Bank,"('EXPE', '2018 q4')",0.011162509210407734
40644,AMZN,2018 q4,2550,0.4306424899198865,Mr. Nicholas Yako,0.1386623802567397,male,Cowen and Company,"('AMZN', '2018 q4')",0.0
40645,AMZN,2018 q4,2550,0.4306424899198865,Mr. Stephen D. Ju,0.3878684757337727,male,Credit Suisse,"('AMZN', '2018 q4')",0.0
40646,EBAY,2018 q4,2550,0.6253514706253887,Mr. Stephen D. Ju,0.5327435501531367,male,Credit Suisse,"('EBAY', '2018 q4')",0.0
40647,EXPE,2018 q4,2550,0.5498061152424879,Mr. Stephen D. Ju,0.5925752570233851,male,Credit Suisse,"('EXPE', '2018 q4')",0.0
40648,AMZN,2018 q4,2550,0.4306424899198865,Justin Post,0.2998750035076877,male,BofA Global Research,"('AMZN', '2018 q4')",0.0
40649,EBAY,2018 q4,2550,0.6253514706253887,Justin Post,0.3979445783587107,male,BofA Global Research,"('EBAY', '2018 q4')",0.0
40650,EXPE,2018 q4,2550,0.5498061152424879,Justin Post,0.3128746441508947,male,BofA Global Research,"('EXPE', '2018 q4')",0.0
40651,AMZN,2018 q4,2550,0.4306424899198865,"Shebly Seyrafi, CFA",0.201299967002117,male,FBN Securities,"('AMZN', '2018 q4')",0.0
40652,AMZN,2018 q4,2550,0.4306424899198865,"Mr. Ronald V. Josey, III",0.0613586193638149,male,JMP Securities,"('AMZN', '2018 q4')",0.0
40653,AMZN,2018 q4,2550,0.4306424899198865,Mr. Jason S. Helfstein,0.0576262147858485,male,"Oppenheimer & Co., Inc.","('AMZN', '2018 q4')",0.0
40654,AMZN,2018 q4,2550,0.4306424899198865,Scott A. Mushkin,0.2333016410380445,male,Wolfe Research,"('AMZN', '2018 q4')",0.0
40655,BBY,2018 q4,2550,0.6664261225834549,Scott A. Mushkin,0.4340385612155925,male,Wolfe Research,"('BBY', '2018 q4')",0.013460899703204632
40656,DG,2018 q4,2550,0.5708977696079249,Scott A. Mushkin,0.17472696145556,male,Wolfe Research,"('DG', '2018 q4')",0.0
40657,HD,2018 q4,2550,0.5334545534826289,Scott A. Mushkin,0.2664740257161771,male,Wolfe Research,"('HD', '2018 q4')",0.0
40658,LOW,2018 q4,2550,0.6326378208113915,Scott A. Mushkin,0.2408134347157667,male,Wolfe Research,"('LOW', '2018 q4')",0.0
40659,TGT,2018 q4,2550,0.6805378990160423,Scott A. Mushkin,0.3804593880989613,male,Wolfe Research,"('TGT', '2018 q4')",0.0
40660,TSCO,2018 q4,2550,0.4639818151852386,Scott A. Mushkin,0.1557392540047946,male,Wolfe Research,"('TSCO', '2018 q4')",0.0
40661,AMZN,2018 q4,2550,0.4306424899198865,Ravi Shanker,0.6595008269613641,male,Morgan Stanley,"('AMZN', '2018 q4')",0.0
40662,AMZN,2018 q4,2550,0.4306424899198865,Mr. Ross Sandler,0.1852747932452334,male,Barclays,"('AMZN', '2018 q4')",0.0
40663,EBAY,2018 q4,2550,0.6253514706253887,Mr. Ross Sandler,0.2709873381228189,male,Barclays,"('EBAY', '2018 q4')",0.0
40664,AMZN,2018 q4,2550,0.4306424899198865,Mr. Chaim Siegel,0.4527050205211914,male,Elazar Advisors,"('AMZN', '2018 q4')",0.05677799880504608
40665,AMZN,2018 q4,2550,0.4306424899198865,Mr. Dylan Carden,0.2300997681802715,male,William Blair & Company,"('AMZN', '2018 q4')",0.0
40666,AMZN,2018 q4,2550,0.4306424899198865,Ms. Shubhadha Mathad,0.4404799823661379,female,Crispidea,"('AMZN', '2018 q4')",0.0
40667,EBAY,2018 q4,2550,0.6253514706253887,Ms. Shubhadha Mathad,0.6151602071733838,female,Crispidea,"('EBAY', '2018 q4')",0.0
40668,AZO,2018 q4,2550,0.6132399964611569,"Mr. Simeon Gutman, CFA",0.5795350005039481,male,Morgan Stanley,"('AZO', '2018 q4')",0.0
40669,TSCO,2018 q4,2550,0.4639818151852386,"Mr. Simeon Gutman, CFA",0.3821848088505807,male,Morgan Stanley,"('TSCO', '2018 q4')",0.0
40670,AZO,2018 q4,2550,0.6132399964611569,Credit Suisse Global Product Marketing,0.5960272315123373,Not a person,Credit Suisse,"('AZO', '2018 q4')",0.0
40671,LOW,2018 q4,2550,0.6326378208113915,Credit Suisse Global Product Marketing,0.4694069271559367,Not a person,Credit Suisse,"('LOW', '2018 q4')",0.0
40672,BBY,2018 q4,2550,0.6664261225834549,"Curtis Nagle, CFA",0.3586488837508598,male,BofA Global Research,"('BBY', '2018 q4')",0.020268605401118595
40673,BBY,2018 q4,2550,0.6664261225834549,Camilla Yanushevsky,0.6351379601122319,female,CFRA Equity Research,"('BBY', '2018 q4')",0.0
40674,DG,2018 q4,2550,0.5708977696079249,Camilla Yanushevsky,0.4792059881302806,female,CFRA Equity Research,"('DG', '2018 q4')",0.0
40675,DLTR,2018 q4,2550,0.4305728379275957,Camilla Yanushevsky,0.4178061690220381,female,CFRA Equity Research,"('DLTR', '2018 q4')",0.0
40676,GPS,2018 q4,2550,0.5164397018123985,Camilla Yanushevsky,0.493225613858111,female,CFRA Equity Research,"('GPS', '2018 q4')",0.0
40677,JWN,2018 q4,2550,0.5440849569719014,Camilla Yanushevsky,0.3773358583789712,female,CFRA Equity Research,"('JWN', '2018 q4')",0.0
40678,LB,2018 q4,2550,0.5810374919223915,Camilla Yanushevsky,0.467048984895748,female,CFRA Equity Research,"('LB', '2018 q4')",0.0
40679,ROST,2018 q4,2550,0.6306165658019818,Camilla Yanushevsky,0.4299443729888425,female,CFRA Equity Research,"('ROST', '2018 q4')",0.0
40680,TIF,2018 q4,2550,0.5595031676837591,Camilla Yanushevsky,0.6422257315395349,female,CFRA Equity Research,"('TIF', '2018 q4')",0.0
40681,TJX,2018 q4,2550,0.6657002525126756,Camilla Yanushevsky,0.5027335803558787,female,CFRA Equity Research,"('TJX', '2018 q4')",0.0
40682,TSCO,2018 q4,2550,0.4639818151852386,Camilla Yanushevsky,0.5105334749141092,female,CFRA Equity Research,"('TSCO', '2018 q4')",0.0
40683,ULTA,2018 q4,2550,0.4648313212458194,Camilla Yanushevsky,0.5019030817773263,female,CFRA Equity Research,"('ULTA', '2018 q4')",0.0
40684,BBY,2018 q4,2550,0.6664261225834549,"Ms. Angelo Zino, CFA",0.6326020896425072,female,CFRA Equity Research,"('BBY', '2018 q4')",0.0
40685,BBY,2018 q4,2550,0.6664261225834549,SADIF Research,0.9901856770787408,Not a person,Sadif Analytics Prime,"('BBY', '2018 q4')",0.9791501760482788
40686,EBAY,2018 q4,2550,0.6253514706253887,SADIF Research,0.9768032467308708,Not a person,Sadif Analytics Prime,"('EBAY', '2018 q4')",0.9420455098152161
40687,JWN,2018 q4,2550,0.5440849569719014,SADIF Research,0.9739517668648924,Not a person,Sadif Analytics Prime,"('JWN', '2018 q4')",0.9539442658424377
40688,KMX,2018 q4,2550,0.6392796575137829,SADIF Research,0.9798908171819668,Not a person,Sadif Analytics Prime,"('KMX', '2018 q4')",0.9437638223171234
40689,KSS,2018 q4,2550,0.6041661899514694,SADIF Research,0.9770526577787652,Not a person,Sadif Analytics Prime,"('KSS', '2018 q4')",0.9517417550086975
40690,LOW,2018 q4,2550,0.6326378208113915,SADIF Research,0.990314698645835,Not a person,Sadif Analytics Prime,"('LOW', '2018 q4')",0.9714086651802063
40691,ROST,2018 q4,2550,0.6306165658019818,SADIF Research,0.9225013295001724,Not a person,Sadif Analytics Prime,"('ROST', '2018 q4')",0.9104918837547302
40692,TGT,2018 q4,2550,0.6805378990160423,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TGT', '2018 q4')",0.9647352397441864
40693,BBY,2018 q4,2550,0.6664261225834549,Mr. Peter J. Keith,0.3477707650311197,male,Piper Sandler Companies,"('BBY', '2018 q4')",0.0
40694,DG,2018 q4,2550,0.5708977696079249,Mr. Peter J. Keith,0.3132673276738927,male,Piper Sandler Companies,"('DG', '2018 q4')",0.0
40695,DLTR,2018 q4,2550,0.4305728379275957,Mr. Peter J. Keith,0.3109216264835907,male,Piper Sandler Companies,"('DLTR', '2018 q4')",0.0
40696,HD,2018 q4,2550,0.5334545534826289,Mr. Peter J. Keith,0.3088113556671379,male,Piper Sandler Companies,"('HD', '2018 q4')",0.0
40697,LOW,2018 q4,2550,0.6326378208113915,Mr. Peter J. Keith,0.167617088417151,male,Piper Sandler Companies,"('LOW', '2018 q4')",0.0
40698,TSCO,2018 q4,2550,0.4639818151852386,Mr. Peter J. Keith,0.2975457740654221,male,Piper Sandler Companies,"('TSCO', '2018 q4')",0.0
40699,BKNG,2018 q4,2550,0.0,"Mr. James L. Hardiman, CFA",,male,Wedbush Securities Inc.,"('BKNG', '2018 q4')",0.0
40700,DG,2018 q4,2550,0.5708977696079249,Mr. Rupesh Parikh,0.2996995224932287,male,"Oppenheimer & Co., Inc.","('DG', '2018 q4')",0.0
40701,DLTR,2018 q4,2550,0.4305728379275957,Mr. Rupesh Parikh,0.2939223531169789,male,"Oppenheimer & Co., Inc.","('DLTR', '2018 q4')",0.022851943969726562
40702,ULTA,2018 q4,2550,0.4648313212458194,Mr. Rupesh Parikh,0.5032145182922946,male,"Oppenheimer & Co., Inc.","('ULTA', '2018 q4')",0.012027536518871784
40703,DG,2018 q4,2550,0.5708977696079249,Mr. John E. Heinbockel,0.1845231155908888,male,Guggenheim Securities LLC,"('DG', '2018 q4')",0.0
40704,DLTR,2018 q4,2550,0.4305728379275957,Mr. John E. Heinbockel,0.0851600705901766,male,Guggenheim Securities LLC,"('DLTR', '2018 q4')",0.0
40705,DG,2018 q4,2550,0.5708977696079249,Karen Short,0.5368820017067947,female,Barclays,"('DG', '2018 q4')",0.0
40706,DLTR,2018 q4,2550,0.4305728379275957,Karen Short,0.3903888766311062,female,Barclays,"('DLTR', '2018 q4')",0.0
40707,DG,2018 q4,2550,0.5708977696079249,"Paul E. Trussell, CFA",0.8950391784170096,male,Deutsche Bank,"('DG', '2018 q4')",0.0
40708,LB,2018 q4,2550,0.5810374919223915,"Paul E. Trussell, CFA",0.8697052907139973,male,Deutsche Bank,"('LB', '2018 q4')",0.0
40709,TJX,2018 q4,2550,0.6657002525126756,"Paul E. Trussell, CFA",0.9036364409805228,male,Deutsche Bank,"('TJX', '2018 q4')",0.0
40710,DG,2018 q4,2550,0.5708977696079249,Mr. Joseph I. Feldman,0.2415302989362155,male,Telsey Advisory Group,"('DG', '2018 q4')",0.0
40711,DLTR,2018 q4,2550,0.4305728379275957,Mr. Joseph I. Feldman,0.2593420506128041,male,Telsey Advisory Group,"('DLTR', '2018 q4')",0.0
40712,HD,2018 q4,2550,0.5334545534826289,Mr. Joseph I. Feldman,0.2682167012559542,male,Telsey Advisory Group,"('HD', '2018 q4')",0.0
40713,LOW,2018 q4,2550,0.6326378208113915,Mr. Joseph I. Feldman,0.2385177808044378,male,Telsey Advisory Group,"('LOW', '2018 q4')",0.01746314764022827
40714,TSCO,2018 q4,2550,0.4639818151852386,Mr. Joseph I. Feldman,0.1013539594228997,male,Telsey Advisory Group,"('TSCO', '2018 q4')",0.0
40715,DG,2018 q4,2550,0.5708977696079249,"Robert F. Ohmes, CFA",0.2638668996300244,male,BofA Global Research,"('DG', '2018 q4')",0.0
40716,DLTR,2018 q4,2550,0.4305728379275957,"Robert F. Ohmes, CFA",0.1970002900641847,male,BofA Global Research,"('DLTR', '2018 q4')",0.0
40717,DG,2018 q4,2550,0.5708977696079249,Ms. Judah C. Frommer,0.3181732831718987,female,Credit Suisse,"('DG', '2018 q4')",0.0
40718,DLTR,2018 q4,2550,0.4305728379275957,Ms. Judah C. Frommer,0.2243941020031105,female,Credit Suisse,"('DLTR', '2018 q4')",0.0
40719,DG,2018 q4,2550,0.5708977696079249,Stewart Glickman,0.528277695669867,male,CFRA Equity Research,"('DG', '2018 q4')",0.0
40720,DLTR,2018 q4,2550,0.4305728379275957,Stewart Glickman,0.4538975313224835,male,CFRA Equity Research,"('DLTR', '2018 q4')",0.0
40721,DG,2018 q4,2550,0.5708977696079249,Mr. Vincent J. Sinisi,0.380518949562698,male,Morgan Stanley,"('DG', '2018 q4')",0.0
40722,DLTR,2018 q4,2550,0.4305728379275957,Mr. Vincent J. Sinisi,0.1613300218130881,male,Morgan Stanley,"('DLTR', '2018 q4')",0.0
40723,EBAY,2018 q4,2550,0.6253514706253887,Mr. Scott H. Kessler,0.8242119018805759,male,CFRA Equity Research,"('EBAY', '2018 q4')",0.0
40724,EXPE,2018 q4,2550,0.5498061152424879,"Mr. Edward M. Woo, CFA",0.1722194656029301,male,Ascendiant Capital Markets,"('EXPE', '2018 q4')",0.0
40725,EXPE,2018 q4,2550,0.5498061152424879,Naved Khan,0.2871061211394426,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2018 q4')",0.0
40726,EXPE,2018 q4,2550,0.5498061152424879,Mr. Dan Wasiolek,0.5873183737319752,male,"Morningstar, Inc.","('EXPE', '2018 q4')",0.0
40727,EXPE,2018 q4,2550,0.5498061152424879,Mr. Deepak Mathivanan,0.2131609268551265,male,Barclays,"('EXPE', '2018 q4')",0.0
40728,EXPE,2018 q4,2550,0.5498061152424879,Mr. Jake A. Fuller,0.1820678086625324,male,Guggenheim Securities LLC,"('EXPE', '2018 q4')",0.029821675270795822
40729,EXPE,2018 q4,2550,0.5498061152424879,"Mr. Kevin C. Kopelman, CFA",0.3871550301884644,male,Cowen and Company,"('EXPE', '2018 q4')",0.0
40730,GPS,2018 q4,2550,0.5164397018123985,Mr. Michael C. Binetti,0.393698341641203,male,Credit Suisse,"('GPS', '2018 q4')",0.0
40731,KSS,2018 q4,2550,0.6041661899514694,Mr. Michael C. Binetti,0.4962641474561164,male,Credit Suisse,"('KSS', '2018 q4')",0.0
40732,LB,2018 q4,2550,0.5810374919223915,Mr. Michael C. Binetti,0.4752015725844776,male,Credit Suisse,"('LB', '2018 q4')",0.0
40733,TIF,2018 q4,2550,0.5595031676837591,Mr. Michael C. Binetti,0.5405637690175751,male,Credit Suisse,"('TIF', '2018 q4')",0.0
40734,GPS,2018 q4,2550,0.5164397018123985,"Kimberly C. Greenberger, CFA",0.2154274576761374,female,Morgan Stanley,"('GPS', '2018 q4')",0.0
40735,JWN,2018 q4,2550,0.5440849569719014,"Kimberly C. Greenberger, CFA",0.3081309888814911,female,Morgan Stanley,"('JWN', '2018 q4')",0.0
40736,KSS,2018 q4,2550,0.6041661899514694,"Kimberly C. Greenberger, CFA",0.1582035477348438,female,Morgan Stanley,"('KSS', '2018 q4')",0.0
40737,LB,2018 q4,2550,0.5810374919223915,"Kimberly C. Greenberger, CFA",0.1522153087829317,female,Morgan Stanley,"('LB', '2018 q4')",0.0
40738,ROST,2018 q4,2550,0.6306165658019818,"Kimberly C. Greenberger, CFA",0.3457861994883908,female,Morgan Stanley,"('ROST', '2018 q4')",0.0
40739,TIF,2018 q4,2550,0.5595031676837591,"Kimberly C. Greenberger, CFA",0.3352492361383523,female,Morgan Stanley,"('TIF', '2018 q4')",0.0
40740,TJX,2018 q4,2550,0.6657002525126756,"Kimberly C. Greenberger, CFA",0.4362751347568624,female,Morgan Stanley,"('TJX', '2018 q4')",0.0
40741,GPS,2018 q4,2550,0.5164397018123985,Mr. James A. Corridore,0.5071937172269027,male,CFRA Equity Research,"('GPS', '2018 q4')",0.0
40742,LB,2018 q4,2550,0.5810374919223915,Mr. James A. Corridore,0.4728362539921303,male,CFRA Equity Research,"('LB', '2018 q4')",0.0
40743,ROST,2018 q4,2550,0.6306165658019818,Mr. James A. Corridore,0.42972706084259,male,CFRA Equity Research,"('ROST', '2018 q4')",0.0
40744,TJX,2018 q4,2550,0.6657002525126756,Mr. James A. Corridore,0.5027019134556011,male,CFRA Equity Research,"('TJX', '2018 q4')",0.0
40745,GPS,2018 q4,2550,0.5164397018123985,"Ms. Jaime M. M. Katz, CFA",0.6208042028613601,female,"Morningstar, Inc.","('GPS', '2018 q4')",0.0
40746,HD,2018 q4,2550,0.5334545534826289,"Ms. Jaime M. M. Katz, CFA",0.7221691877602056,female,"Morningstar, Inc.","('HD', '2018 q4')",0.0
40747,JWN,2018 q4,2550,0.5440849569719014,"Ms. Jaime M. M. Katz, CFA",0.6201664074887338,female,"Morningstar, Inc.","('JWN', '2018 q4')",0.01666666753590107
40748,KSS,2018 q4,2550,0.6041661899514694,"Ms. Jaime M. M. Katz, CFA",0.7356006680857001,female,"Morningstar, Inc.","('KSS', '2018 q4')",0.0
40749,LB,2018 q4,2550,0.5810374919223915,"Ms. Jaime M. M. Katz, CFA",0.6934448990375798,female,"Morningstar, Inc.","('LB', '2018 q4')",0.0
40750,LOW,2018 q4,2550,0.6326378208113915,"Ms. Jaime M. M. Katz, CFA",0.6108327310843807,female,"Morningstar, Inc.","('LOW', '2018 q4')",0.013333334028720856
40751,TSCO,2018 q4,2550,0.4639818151852386,"Ms. Jaime M. M. Katz, CFA",0.6207584393345049,female,"Morningstar, Inc.","('TSCO', '2018 q4')",0.0
40752,GPS,2018 q4,2550,0.5164397018123985,"Lorraine C. Hutchinson, CFA",0.3637679907041035,female,BofA Global Research,"('GPS', '2018 q4')",0.0
40753,JWN,2018 q4,2550,0.5440849569719014,"Lorraine C. Hutchinson, CFA",0.4001564373319902,female,BofA Global Research,"('JWN', '2018 q4')",0.0
40754,KSS,2018 q4,2550,0.6041661899514694,"Lorraine C. Hutchinson, CFA",0.418905020169602,female,BofA Global Research,"('KSS', '2018 q4')",0.0
40755,LB,2018 q4,2550,0.5810374919223915,"Lorraine C. Hutchinson, CFA",0.3612748290652724,female,BofA Global Research,"('LB', '2018 q4')",0.009436585940420628
40756,ROST,2018 q4,2550,0.6306165658019818,"Lorraine C. Hutchinson, CFA",0.3004115061798902,female,BofA Global Research,"('ROST', '2018 q4')",0.0
40757,TIF,2018 q4,2550,0.5595031676837591,"Lorraine C. Hutchinson, CFA",0.3367448256218963,female,BofA Global Research,"('TIF', '2018 q4')",0.0
40758,TJX,2018 q4,2550,0.6657002525126756,"Lorraine C. Hutchinson, CFA",0.2964656032833244,female,BofA Global Research,"('TJX', '2018 q4')",0.0
40759,GPS,2018 q4,2550,0.5164397018123985,Adrienne Y. Yih,0.1752721429331466,female,Wolfe Research,"('GPS', '2018 q4')",0.013123665004968643
40760,JWN,2018 q4,2550,0.5440849569719014,Adrienne Y. Yih,0.1453295266782707,female,Wolfe Research,"('JWN', '2018 q4')",0.014109873212873936
40761,LB,2018 q4,2550,0.5810374919223915,Adrienne Y. Yih,0.1840132969546374,female,Wolfe Research,"('LB', '2018 q4')",0.019575469195842743
40762,ROST,2018 q4,2550,0.6306165658019818,Adrienne Y. Yih,0.2023133607381182,female,Wolfe Research,"('ROST', '2018 q4')",0.0
40763,TJX,2018 q4,2550,0.6657002525126756,Adrienne Y. Yih,0.2981131988279847,female,Wolfe Research,"('TJX', '2018 q4')",0.0
40764,ULTA,2018 q4,2550,0.4648313212458194,Adrienne Y. Yih,0.3065985591496348,female,Wolfe Research,"('ULTA', '2018 q4')",0.0
40765,GPS,2018 q4,2550,0.5164397018123985,Mr. Brian Tunick,0.2474941967079757,male,RBC Capital Markets,"('GPS', '2018 q4')",0.0
40766,JWN,2018 q4,2550,0.5440849569719014,Mr. Brian Tunick,0.2827090840035913,male,RBC Capital Markets,"('JWN', '2018 q4')",0.0
40767,KSS,2018 q4,2550,0.6041661899514694,Mr. Brian Tunick,0.2649411111804554,male,RBC Capital Markets,"('KSS', '2018 q4')",0.0
40768,LB,2018 q4,2550,0.5810374919223915,Mr. Brian Tunick,0.1873686302667665,male,RBC Capital Markets,"('LB', '2018 q4')",0.011111111690600714
40769,ROST,2018 q4,2550,0.6306165658019818,Mr. Brian Tunick,0.6828440701267406,male,RBC Capital Markets,"('ROST', '2018 q4')",0.03333333507180214
40770,TIF,2018 q4,2550,0.5595031676837591,Mr. Brian Tunick,0.2535154199945101,male,RBC Capital Markets,"('TIF', '2018 q4')",0.0
40771,TJX,2018 q4,2550,0.6657002525126756,Mr. Brian Tunick,0.2353236061944416,male,RBC Capital Markets,"('TJX', '2018 q4')",0.0
40772,GPS,2018 q4,2550,0.5164397018123985,Ms. Dana L. Telsey,0.3847655376757809,female,Telsey Advisory Group,"('GPS', '2018 q4')",0.0
40773,JWN,2018 q4,2550,0.5440849569719014,Ms. Dana L. Telsey,0.2594650886604512,female,Telsey Advisory Group,"('JWN', '2018 q4')",0.010096855461597443
40774,KSS,2018 q4,2550,0.6041661899514694,Ms. Dana L. Telsey,0.2198952550490761,female,Telsey Advisory Group,"('KSS', '2018 q4')",0.01293120440095663
40775,LB,2018 q4,2550,0.5810374919223915,Ms. Dana L. Telsey,0.3650995715253536,female,Telsey Advisory Group,"('LB', '2018 q4')",0.0
40776,ROST,2018 q4,2550,0.6306165658019818,Ms. Dana L. Telsey,0.2953762898228167,female,Telsey Advisory Group,"('ROST', '2018 q4')",0.01458768267184496
40777,TIF,2018 q4,2550,0.5595031676837591,Ms. Dana L. Telsey,0.4719040363184294,female,Telsey Advisory Group,"('TIF', '2018 q4')",0.0
40778,TJX,2018 q4,2550,0.6657002525126756,Ms. Dana L. Telsey,0.3349773223263594,female,Telsey Advisory Group,"('TJX', '2018 q4')",0.0
40779,GPS,2018 q4,2550,0.5164397018123985,"Ms. Roxanne F. Meyer, CFA",0.2768708224118964,female,MKM Partners,"('GPS', '2018 q4')",0.0
40780,LB,2018 q4,2550,0.5810374919223915,"Ms. Roxanne F. Meyer, CFA",0.3525086493570413,female,MKM Partners,"('LB', '2018 q4')",0.0
40781,ROST,2018 q4,2550,0.6306165658019818,"Ms. Roxanne F. Meyer, CFA",0.4622201408954995,female,MKM Partners,"('ROST', '2018 q4')",0.0
40782,TJX,2018 q4,2550,0.6657002525126756,"Ms. Roxanne F. Meyer, CFA",0.4976836997725198,female,MKM Partners,"('TJX', '2018 q4')",0.0
40783,GPS,2018 q4,2550,0.5164397018123985,Mr. Chethan Mallela,0.4179726278003816,male,Barclays,"('GPS', '2018 q4')",0.0
40784,ROST,2018 q4,2550,0.6306165658019818,Mr. Chethan Mallela,0.4175088955044166,male,Barclays,"('ROST', '2018 q4')",0.0
40785,TJX,2018 q4,2550,0.6657002525126756,Mr. Chethan Mallela,0.630286161549677,male,Barclays,"('TJX', '2018 q4')",0.0
40786,HD,2018 q4,2550,0.5334545534826289,Keith B. Hughes,0.33551037932751,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2018 q4')",0.0
40787,LOW,2018 q4,2550,0.6326378208113915,Keith B. Hughes,0.1812465427128062,male,SunTrust Robinson Humphrey Capital Markets,"('LOW', '2018 q4')",0.0
40788,HD,2018 q4,2550,0.5334545534826289,"Mr. Steven Forbes, CPA",0.1561388751493335,male,Guggenheim Securities LLC,"('HD', '2018 q4')",0.0
40789,LOW,2018 q4,2550,0.6326378208113915,"Mr. Steven Forbes, CPA",0.216085508361095,male,Guggenheim Securities LLC,"('LOW', '2018 q4')",0.0
40790,TSCO,2018 q4,2550,0.4639818151852386,"Mr. Steven Forbes, CPA",0.2894911850752472,male,Guggenheim Securities LLC,"('TSCO', '2018 q4')",0.0
40791,HD,2018 q4,2550,0.5334545534826289,"Mr. Kenneth M. Leon, CPA",0.645505301973564,male,CFRA Equity Research,"('HD', '2018 q4')",0.0
40792,LOW,2018 q4,2550,0.6326378208113915,"Mr. Kenneth M. Leon, CPA",0.671007808837495,male,CFRA Equity Research,"('LOW', '2018 q4')",0.0
40793,JWN,2018 q4,2550,0.5440849569719014,Ms. Catherine A. Seifert,0.3772053908820952,female,CFRA Equity Research,"('JWN', '2018 q4')",0.0
40794,KSS,2018 q4,2550,0.6041661899514694,Ms. Catherine A. Seifert,0.6420721369651353,female,CFRA Equity Research,"('KSS', '2018 q4')",0.0
40795,JWN,2018 q4,2550,0.5440849569719014,Mr. Omar R. Saad,0.2663763728089716,male,EVERCORE ISI,"('JWN', '2018 q4')",0.0
40796,LB,2018 q4,2550,0.5810374919223915,Mr. Omar R. Saad,0.4598885222786363,male,EVERCORE ISI,"('LB', '2018 q4')",0.016560455784201622
40797,TIF,2018 q4,2550,0.5595031676837591,Mr. Omar R. Saad,0.375425427139038,male,EVERCORE ISI,"('TIF', '2018 q4')",0.01536491047590971
40798,KMX,2018 q4,2550,0.6392796575137829,Mr. John Healy,0.3135897213336175,male,Northcoast Research,"('KMX', '2018 q4')",0.06420957669615746
40799,LKQ,2018 q4,2550,0.555881448706822,Mr. John Healy,0.3219506758911035,male,Northcoast Research,"('LKQ', '2018 q4')",0.0
40800,KMX,2018 q4,2550,0.6392796575137829,"Ms. Sharon M. Zackfia, CFA",0.3189053400493957,female,William Blair & Company,"('KMX', '2018 q4')",0.0
40801,KMX,2018 q4,2550,0.6392796575137829,Mr. David Whiston,0.8556383873398723,male,"Morningstar, Inc.","('KMX', '2018 q4')",0.0
40802,KMX,2018 q4,2550,0.6392796575137829,"Mr. Rick Nelson, CFA",0.5824445369575195,male,Stephens Inc.,"('KMX', '2018 q4')",0.0
40803,KSS,2018 q4,2550,0.6041661899514694,"Mr. Oliver Chen, CFA",0.229333997534653,male,Cowen and Company,"('KSS', '2018 q4')",0.0
40804,LB,2018 q4,2550,0.5810374919223915,"Mr. Oliver Chen, CFA",0.4514259098915983,male,Cowen and Company,"('LB', '2018 q4')",0.0
40805,TGT,2018 q4,2550,0.6805378990160423,"Mr. Oliver Chen, CFA",0.4002423332284586,male,Cowen and Company,"('TGT', '2018 q4')",0.0
40806,KSS,2018 q4,2550,0.6041661899514694,Erinn E. Murphy,0.4326742793491918,female,Piper Sandler Companies,"('KSS', '2018 q4')",0.0
40807,LB,2018 q4,2550,0.5810374919223915,Erinn E. Murphy,0.4131931767253164,female,Piper Sandler Companies,"('LB', '2018 q4')",0.0
40808,LB,2018 q4,2550,0.5810374919223915,Mr. Randal J. Konik,0.358077191435908,male,Jefferies,"('LB', '2018 q4')",0.01218542642891407
40809,LKQ,2018 q4,2550,0.555881448706822,Gary Prestopino,0.7026583173582308,male,Barrington Research Associates,"('LKQ', '2018 q4')",0.0
40810,LKQ,2018 q4,2550,0.555881448706822,Ms. Stephanie Benjamin,0.2548490785465731,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2018 q4')",0.01157413919766744
40811,LKQ,2018 q4,2550,0.555881448706822,Richard Hilgert,0.6857074561291626,male,"Morningstar, Inc.","('LKQ', '2018 q4')",0.0
40812,LKQ,2018 q4,2550,0.555881448706822,"Ryan J. Merkel, CFA",0.3533133924504991,male,William Blair & Company,"('LKQ', '2018 q4')",0.0
40813,LKQ,2018 q4,2550,0.555881448706822,"Elliott L. Schlang, CFA",0.169247356817368,male,Great Lakes/Wellington Shields,"('LKQ', '2018 q4')",0.0
40814,LKQ,2018 q4,2550,0.555881448706822,Mr. Scott L. Stember,0.1753570039383653,male,C.L. King & Associates,"('LKQ', '2018 q4')",0.0
40815,LOW,2018 q4,2550,0.6326378208113915,Michael Shea,0.3913746819476185,male,Mosaic Research,"('LOW', '2018 q4')",0.0
40816,ROST,2018 q4,2550,0.6306165658019818,"Mr. John D. Kernan, CFA",0.5122676839390296,male,Cowen and Company,"('ROST', '2018 q4')",0.0
40817,TJX,2018 q4,2550,0.6657002525126756,"Mr. John D. Kernan, CFA",0.7440440237082728,male,Cowen and Company,"('TJX', '2018 q4')",0.0
40818,TIF,2018 q4,2550,0.5595031676837591,Mr. Erwan Rambourg,0.1919348762454728,male,HSBC,"('TIF', '2018 q4')",0.0
40819,TIF,2018 q4,2550,0.5595031676837591,Fr. Jelena Sokolova,0.6462266240493387,female,"Morningstar, Inc.","('TIF', '2018 q4')",0.0
40820,TSCO,2018 q4,2550,0.4639818151852386,"Charles E. Cerankosky, Jr",0.173159027692341,male,Northcoast Research,"('TSCO', '2018 q4')",0.02369367703795433
40821,TSCO,2018 q4,2550,0.4639818151852386,Mr. Ben Bienvenu,0.244605747235646,male,Stephens Inc.,"('TSCO', '2018 q4')",0.0
40822,AAP,2019 q1,2550,0.6881668962115297,Matthew J. McClintock,0.5141425547942607,male,Barclays,"('AAP', '2019 q1')",0.0
40823,AZO,2019 q1,2550,0.6552899968006511,Matthew J. McClintock,0.3035200244628326,male,Barclays,"('AZO', '2019 q1')",0.0
40824,BBY,2019 q1,2550,0.5803842521980351,Matthew J. McClintock,0.225143168733741,male,Barclays,"('BBY', '2019 q1')",0.017553143203258514
40825,HD,2019 q1,2550,0.6101309835073354,Matthew J. McClintock,0.2120341830621954,male,Barclays,"('HD', '2019 q1')",0.022842898964881897
40826,LOW,2019 q1,2550,0.6644993082365814,Matthew J. McClintock,0.3198187879314879,male,Barclays,"('LOW', '2019 q1')",0.0
40827,ORLY,2019 q1,2550,0.6987226137512308,Matthew J. McClintock,0.2677733869784695,male,Barclays,"('ORLY', '2019 q1')",0.0
40828,AAP,2019 q1,2550,0.6881668962115297,Mr. Seth I. Sigman,0.2839445283095975,male,Credit Suisse,"('AAP', '2019 q1')",0.005144206341356039
40829,BBY,2019 q1,2550,0.5803842521980351,Mr. Seth I. Sigman,0.2845951069004227,male,Credit Suisse,"('BBY', '2019 q1')",0.0
40830,HD,2019 q1,2550,0.6101309835073354,Mr. Seth I. Sigman,0.5607592165207431,male,Credit Suisse,"('HD', '2019 q1')",0.04042733460664749
40831,KMX,2019 q1,2550,0.637495731425417,Mr. Seth I. Sigman,0.3055930402294014,male,Credit Suisse,"('KMX', '2019 q1')",0.0
40832,LOW,2019 q1,2550,0.6644993082365814,Mr. Seth I. Sigman,0.4278314903318045,male,Credit Suisse,"('LOW', '2019 q1')",0.0
40833,ORLY,2019 q1,2550,0.6987226137512308,Mr. Seth I. Sigman,0.4518284322491175,male,Credit Suisse,"('ORLY', '2019 q1')",0.0
40834,TSCO,2019 q1,2550,0.469702823458649,Mr. Seth I. Sigman,0.3649852957804089,male,Credit Suisse,"('TSCO', '2019 q1')",0.0
40835,AAP,2019 q1,2550,0.6881668962115297,Garrett Nelson,0.7339467204343553,male,CFRA Equity Research,"('AAP', '2019 q1')",0.0
40836,AZO,2019 q1,2550,0.6552899968006511,Garrett Nelson,0.6577585807249936,male,CFRA Equity Research,"('AZO', '2019 q1')",0.0
40837,GPC,2019 q1,2550,0.7597814083813421,Garrett Nelson,0.7337639117498114,male,CFRA Equity Research,"('GPC', '2019 q1')",0.0
40838,KMX,2019 q1,2550,0.637495731425417,Garrett Nelson,0.6655105301329282,male,CFRA Equity Research,"('KMX', '2019 q1')",0.0
40839,LKQ,2019 q1,2550,0.565682875189633,Garrett Nelson,0.7604318612409192,male,CFRA Equity Research,"('LKQ', '2019 q1')",0.0
40840,ORLY,2019 q1,2550,0.6987226137512308,Garrett Nelson,0.6765929877461867,male,CFRA Equity Research,"('ORLY', '2019 q1')",0.0
40841,TGT,2019 q1,2550,0.7688827936529397,Garrett Nelson,0.650912838728388,male,CFRA Equity Research,"('TGT', '2019 q1')",0.0
40842,AAP,2019 q1,2550,0.6881668962115297,"Chris Bottiglieri, CPA",0.3482597245508893,male,Wolfe Research,"('AAP', '2019 q1')",0.0
40843,AZO,2019 q1,2550,0.6552899968006511,"Chris Bottiglieri, CPA",0.3709804388094451,male,Wolfe Research,"('AZO', '2019 q1')",0.0
40844,GPC,2019 q1,2550,0.7597814083813421,"Chris Bottiglieri, CPA",0.5694486151309319,male,Wolfe Research,"('GPC', '2019 q1')",0.0
40845,KMX,2019 q1,2550,0.637495731425417,"Chris Bottiglieri, CPA",0.2150803055177415,male,Wolfe Research,"('KMX', '2019 q1')",0.022824162617325783
40846,LKQ,2019 q1,2550,0.565682875189633,"Chris Bottiglieri, CPA",0.3958210063699924,male,Wolfe Research,"('LKQ', '2019 q1')",0.0
40847,ORLY,2019 q1,2550,0.6987226137512308,"Chris Bottiglieri, CPA",0.4133431779007386,male,Wolfe Research,"('ORLY', '2019 q1')",0.0
40848,AAP,2019 q1,2550,0.6881668962115297,Zain Akbari,0.923873093253722,male,"Morningstar, Inc.","('AAP', '2019 q1')",0.0
40849,AZO,2019 q1,2550,0.6552899968006511,Zain Akbari,0.7297657469852531,male,"Morningstar, Inc.","('AZO', '2019 q1')",0.0
40850,DG,2019 q1,2550,0.4360788452752803,Zain Akbari,0.7231453939441358,male,"Morningstar, Inc.","('DG', '2019 q1')",0.0
40851,DLTR,2019 q1,2550,0.5721507443982524,Zain Akbari,0.6273944026706468,male,"Morningstar, Inc.","('DLTR', '2019 q1')",0.0
40852,GPC,2019 q1,2550,0.7597814083813421,Zain Akbari,0.7472054487116722,male,"Morningstar, Inc.","('GPC', '2019 q1')",0.0
40853,ORLY,2019 q1,2550,0.6987226137512308,Zain Akbari,0.9198690326523596,male,"Morningstar, Inc.","('ORLY', '2019 q1')",0.01666666753590107
40854,ROST,2019 q1,2550,0.5766579295702053,Zain Akbari,0.5579258640630015,male,"Morningstar, Inc.","('ROST', '2019 q1')",0.0
40855,TGT,2019 q1,2550,0.7688827936529397,Zain Akbari,0.8888056188889188,male,"Morningstar, Inc.","('TGT', '2019 q1')",0.0
40856,TJX,2019 q1,2550,0.7676436772677183,Zain Akbari,0.7016201140220917,male,"Morningstar, Inc.","('TJX', '2019 q1')",0.0
40857,AAP,2019 q1,2550,0.6881668962115297,"Brian W. Nagel, CFA",0.2786921888203506,male,"Oppenheimer & Co., Inc.","('AAP', '2019 q1')",0.027176212519407272
40858,BBY,2019 q1,2550,0.5803842521980351,"Brian W. Nagel, CFA",0.1917633451701438,male,"Oppenheimer & Co., Inc.","('BBY', '2019 q1')",0.0
40859,HD,2019 q1,2550,0.6101309835073354,"Brian W. Nagel, CFA",0.1935404277546416,male,"Oppenheimer & Co., Inc.","('HD', '2019 q1')",0.0
40860,KMX,2019 q1,2550,0.637495731425417,"Brian W. Nagel, CFA",0.2985362776317481,male,"Oppenheimer & Co., Inc.","('KMX', '2019 q1')",0.0
40861,TIF,2019 q1,2550,0.710424577412512,"Brian W. Nagel, CFA",0.3143246299229148,male,"Oppenheimer & Co., Inc.","('TIF', '2019 q1')",0.03203340247273445
40862,AAP,2019 q1,2550,0.6881668962115297,Credit Suisse Global Product Marketing,0.4517855915270417,Not a person,Credit Suisse,"('AAP', '2019 q1')",0.0
40863,AMZN,2019 q1,2550,0.5943253590457145,Credit Suisse Global Product Marketing,0.4900012502479224,Not a person,Credit Suisse,"('AMZN', '2019 q1')",0.0
40864,AZO,2019 q1,2550,0.6552899968006511,Credit Suisse Global Product Marketing,0.5058463299527022,Not a person,Credit Suisse,"('AZO', '2019 q1')",0.0
40865,EXPE,2019 q1,2550,0.4850841816009057,Credit Suisse Global Product Marketing,0.4816182173818111,Not a person,Credit Suisse,"('EXPE', '2019 q1')",0.0
40866,GPS,2019 q1,2550,0.5773129835955415,Credit Suisse Global Product Marketing,0.6264884464842523,Not a person,Credit Suisse,"('GPS', '2019 q1')",0.0
40867,LB,2019 q1,2550,0.5566476713433,Credit Suisse Global Product Marketing,0.5065313100535106,Not a person,Credit Suisse,"('LB', '2019 q1')",0.010434559546411037
40868,AAP,2019 q1,2550,0.6881668962115297,Mike Baker,0.8219404031887716,male,Deutsche Bank,"('AAP', '2019 q1')",0.0
40869,BBY,2019 q1,2550,0.5803842521980351,Mike Baker,0.2609654135977798,male,Deutsche Bank,"('BBY', '2019 q1')",0.01666666753590107
40870,HD,2019 q1,2550,0.6101309835073354,Mike Baker,0.8769202797735073,male,Deutsche Bank,"('HD', '2019 q1')",0.0
40871,ORLY,2019 q1,2550,0.6987226137512308,Mike Baker,0.8847366071884873,male,Deutsche Bank,"('ORLY', '2019 q1')",0.01666666753590107
40872,TGT,2019 q1,2550,0.7688827936529397,Mike Baker,0.8034772889683043,male,Deutsche Bank,"('TGT', '2019 q1')",0.0
40873,AAP,2019 q1,2550,0.6881668962115297,Ms. Elizabeth L G. Suzuki,0.4373830500423711,female,BofA Global Research,"('AAP', '2019 q1')",0.0
40874,AZO,2019 q1,2550,0.6552899968006511,Ms. Elizabeth L G. Suzuki,0.6307454357690879,female,BofA Global Research,"('AZO', '2019 q1')",0.03333333507180214
40875,GPC,2019 q1,2550,0.7597814083813421,Ms. Elizabeth L G. Suzuki,0.3755749292647302,female,BofA Global Research,"('GPC', '2019 q1')",0.0
40876,HD,2019 q1,2550,0.6101309835073354,Ms. Elizabeth L G. Suzuki,0.6029018304659952,female,BofA Global Research,"('HD', '2019 q1')",0.03333333507180214
40877,LOW,2019 q1,2550,0.6644993082365814,Ms. Elizabeth L G. Suzuki,0.6243255458564312,female,BofA Global Research,"('LOW', '2019 q1')",0.03333333507180214
40878,ORLY,2019 q1,2550,0.6987226137512308,Ms. Elizabeth L G. Suzuki,0.3121859004379546,female,BofA Global Research,"('ORLY', '2019 q1')",0.0
40879,AAP,2019 q1,2550,0.6881668962115297,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('AAP', '2019 q1')",0.9931977689266205
40880,AMZN,2019 q1,2550,0.5943253590457145,Mr. Thomas Kee,0.9836991200288708,male,Stock Traders Daily Research,"('AMZN', '2019 q1')",0.9930988550186157
40881,AZO,2019 q1,2550,0.6552899968006511,Mr. Thomas Kee,0.9819735014273518,male,Stock Traders Daily Research,"('AZO', '2019 q1')",0.9931468963623047
40882,BBY,2019 q1,2550,0.5803842521980351,Mr. Thomas Kee,0.9825523360195388,male,Stock Traders Daily Research,"('BBY', '2019 q1')",0.993186354637146
40883,DLTR,2019 q1,2550,0.5721507443982524,Mr. Thomas Kee,0.991074818528216,male,Stock Traders Daily Research,"('DLTR', '2019 q1')",0.9922457039356232
40884,EBAY,2019 q1,2550,0.6105339899625951,Mr. Thomas Kee,0.99209203519138,male,Stock Traders Daily Research,"('EBAY', '2019 q1')",0.9922457337379456
40885,EXPE,2019 q1,2550,0.4850841816009057,Mr. Thomas Kee,0.997696036087759,male,Stock Traders Daily Research,"('EXPE', '2019 q1')",0.9931468963623047
40886,GPC,2019 q1,2550,0.7597814083813421,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('GPC', '2019 q1')",0.9931707084178925
40887,GPS,2019 q1,2550,0.5773129835955415,Mr. Thomas Kee,0.994177497772282,male,Stock Traders Daily Research,"('GPS', '2019 q1')",0.9930745363235474
40888,HD,2019 q1,2550,0.6101309835073354,Mr. Thomas Kee,0.9767711128549104,male,Stock Traders Daily Research,"('HD', '2019 q1')",0.9789769053459167
40889,JWN,2019 q1,2550,0.7079389620720572,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('JWN', '2019 q1')",0.9931548833847046
40890,KMX,2019 q1,2550,0.637495731425417,Mr. Thomas Kee,0.981892254647119,male,Stock Traders Daily Research,"('KMX', '2019 q1')",0.9932178258895874
40891,KSS,2019 q1,2550,0.6864915614240273,Mr. Thomas Kee,0.9865020828775576,male,Stock Traders Daily Research,"('KSS', '2019 q1')",0.9931461811065674
40892,LB,2019 q1,2550,0.5566476713433,Mr. Thomas Kee,0.9838965423953334,male,Stock Traders Daily Research,"('LB', '2019 q1')",0.9788756668567657
40893,LOW,2019 q1,2550,0.6644993082365814,Mr. Thomas Kee,0.9801714159360582,male,Stock Traders Daily Research,"('LOW', '2019 q1')",0.9932488799095154
40894,ORLY,2019 q1,2550,0.6987226137512308,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ORLY', '2019 q1')",0.9931468963623047
40895,ROST,2019 q1,2550,0.5766579295702053,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('ROST', '2019 q1')",0.9931864738464355
40896,TGT,2019 q1,2550,0.7688827936529397,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('TGT', '2019 q1')",0.993186354637146
40897,TIF,2019 q1,2550,0.710424577412512,Mr. Thomas Kee,0.987139777035644,male,Stock Traders Daily Research,"('TIF', '2019 q1')",0.993186354637146
40898,TJX,2019 q1,2550,0.7676436772677183,Mr. Thomas Kee,0.982431063685232,male,Stock Traders Daily Research,"('TJX', '2019 q1')",0.9932178258895874
40899,AAP,2019 q1,2550,0.6881668962115297,Mr. Ali-Ahmad Faghri,0.3134536465119997,male,Guggenheim Securities LLC,"('AAP', '2019 q1')",0.0
40900,AZO,2019 q1,2550,0.6552899968006511,Mr. Ali-Ahmad Faghri,0.3442332309772418,male,Guggenheim Securities LLC,"('AZO', '2019 q1')",0.0
40901,GPC,2019 q1,2550,0.7597814083813421,Mr. Ali-Ahmad Faghri,0.4572596163660934,male,Guggenheim Securities LLC,"('GPC', '2019 q1')",0.0
40902,KMX,2019 q1,2550,0.637495731425417,Mr. Ali-Ahmad Faghri,0.2475155878186472,male,Guggenheim Securities LLC,"('KMX', '2019 q1')",0.0
40903,LKQ,2019 q1,2550,0.565682875189633,Mr. Ali-Ahmad Faghri,0.3537099026483321,male,Guggenheim Securities LLC,"('LKQ', '2019 q1')",0.0
40904,ORLY,2019 q1,2550,0.6987226137512308,Mr. Ali-Ahmad Faghri,0.3135010002563879,male,Guggenheim Securities LLC,"('ORLY', '2019 q1')",0.0
40905,AAP,2019 q1,2550,0.6881668962115297,"Scot Ciccarelli, CFA",0.4096225606530634,male,RBC Capital Markets,"('AAP', '2019 q1')",0.0
40906,AZO,2019 q1,2550,0.6552899968006511,"Scot Ciccarelli, CFA",0.3379170499991797,male,RBC Capital Markets,"('AZO', '2019 q1')",0.0
40907,BBY,2019 q1,2550,0.5803842521980351,"Scot Ciccarelli, CFA",0.4291119752048816,male,RBC Capital Markets,"('BBY', '2019 q1')",0.008785806596279144
40908,DG,2019 q1,2550,0.4360788452752803,"Scot Ciccarelli, CFA",0.154417694259742,male,RBC Capital Markets,"('DG', '2019 q1')",0.0
40909,DLTR,2019 q1,2550,0.5721507443982524,"Scot Ciccarelli, CFA",0.1385362780458274,male,RBC Capital Markets,"('DLTR', '2019 q1')",0.0
40910,GPC,2019 q1,2550,0.7597814083813421,"Scot Ciccarelli, CFA",0.3353354201820679,male,RBC Capital Markets,"('GPC', '2019 q1')",0.0
40911,HD,2019 q1,2550,0.6101309835073354,"Scot Ciccarelli, CFA",0.3263754380955729,male,RBC Capital Markets,"('HD', '2019 q1')",0.0
40912,KMX,2019 q1,2550,0.637495731425417,"Scot Ciccarelli, CFA",0.2637015865971238,male,RBC Capital Markets,"('KMX', '2019 q1')",0.024886286817491055
40913,ORLY,2019 q1,2550,0.6987226137512308,"Scot Ciccarelli, CFA",0.4341709225135015,male,RBC Capital Markets,"('ORLY', '2019 q1')",0.0
40914,TSCO,2019 q1,2550,0.469702823458649,"Scot Ciccarelli, CFA",0.2674916444281341,male,RBC Capital Markets,"('TSCO', '2019 q1')",0.0
40915,AAP,2019 q1,2550,0.6881668962115297,"Mr. Bret D. Jordan, CFA, CFA",0.2596952153481164,male,Jefferies,"('AAP', '2019 q1')",0.0
40916,AZO,2019 q1,2550,0.6552899968006511,"Mr. Bret D. Jordan, CFA, CFA",0.338016278032262,male,Jefferies,"('AZO', '2019 q1')",0.0
40917,GPC,2019 q1,2550,0.7597814083813421,"Mr. Bret D. Jordan, CFA, CFA",0.5001670952824887,male,Jefferies,"('GPC', '2019 q1')",0.0
40918,LKQ,2019 q1,2550,0.565682875189633,"Mr. Bret D. Jordan, CFA, CFA",0.2429684659038125,male,Jefferies,"('LKQ', '2019 q1')",0.0
40919,ORLY,2019 q1,2550,0.6987226137512308,"Mr. Bret D. Jordan, CFA, CFA",0.329921799085046,male,Jefferies,"('ORLY', '2019 q1')",0.0
40920,AMZN,2019 q1,2550,0.5943253590457145,Lloyd Walmsley,0.6908565330053603,male,Deutsche Bank,"('AMZN', '2019 q1')",0.0
40921,BKNG,2019 q1,2550,0.7738164126273145,Lloyd Walmsley,0.9460643855423831,male,Deutsche Bank,"('BKNG', '2019 q1')",0.0
40922,EBAY,2019 q1,2550,0.6105339899625951,Lloyd Walmsley,0.2941962534318464,male,Deutsche Bank,"('EBAY', '2019 q1')",0.0
40923,EXPE,2019 q1,2550,0.4850841816009057,Lloyd Walmsley,0.4791454562513004,male,Deutsche Bank,"('EXPE', '2019 q1')",0.0
40924,AMZN,2019 q1,2550,0.5943253590457145,Mr. Mark S. Mahaney,0.1276371204925832,male,RBC Capital Markets,"('AMZN', '2019 q1')",0.0
40925,EBAY,2019 q1,2550,0.6105339899625951,Mr. Mark S. Mahaney,0.2429330801591096,male,RBC Capital Markets,"('EBAY', '2019 q1')",0.006746250204741955
40926,EXPE,2019 q1,2550,0.4850841816009057,Mr. Mark S. Mahaney,0.0890098327052359,male,RBC Capital Markets,"('EXPE', '2019 q1')",0.0
40927,AMZN,2019 q1,2550,0.5943253590457145,"Tuna N. Amobi, CFA",0.5783722067454654,male,CFRA Equity Research,"('AMZN', '2019 q1')",0.0
40928,BKNG,2019 q1,2550,0.7738164126273145,"Tuna N. Amobi, CFA",0.779129448314322,male,CFRA Equity Research,"('BKNG', '2019 q1')",0.0
40929,EXPE,2019 q1,2550,0.4850841816009057,"Tuna N. Amobi, CFA",0.7278645072083965,male,CFRA Equity Research,"('EXPE', '2019 q1')",0.0
40930,AMZN,2019 q1,2550,0.5943253590457145,"Mr. Doug Creutz, CFA",0.7635659940673102,male,Cowen and Company,"('AMZN', '2019 q1')",0.0
40931,AMZN,2019 q1,2550,0.5943253590457145,Ms. Shejal Ajmera,0.3491241279986622,female,Crispidea,"('AMZN', '2019 q1')",0.01666666753590107
40932,AMZN,2019 q1,2550,0.5943253590457145,Mr. Cornelio Ash,0.6017128536520416,male,William O'Neil + Co.,"('AMZN', '2019 q1')",0.03333333507180214
40933,AMZN,2019 q1,2550,0.5943253590457145,Ms. Shubhadha Mathad,0.3894958397909159,female,Crispidea,"('AMZN', '2019 q1')",0.050201330333948135
40934,AMZN,2019 q1,2550,0.5943253590457145,Mr. Youssef H. Squali,0.2618291641734536,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2019 q1')",0.0058261193335056305
40935,EBAY,2019 q1,2550,0.6105339899625951,Mr. Youssef H. Squali,0.1361726890171127,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2019 q1')",0.018639234825968742
40936,AMZN,2019 q1,2550,0.5943253590457145,William Kerr,0.1971906944298725,male,Cowen and Company,"('AMZN', '2019 q1')",0.0
40937,AMZN,2019 q1,2550,0.5943253590457145,"Mr. Brian W. Wieser, CFA",0.2626824189002026,male,Pivotal Research Group,"('AMZN', '2019 q1')",0.0
40938,AMZN,2019 q1,2550,0.5943253590457145,"Mr. Anthony J. DiClemente, Jr",0.1195575830986725,male,EVERCORE ISI,"('AMZN', '2019 q1')",0.013767064549028873
40939,EBAY,2019 q1,2550,0.6105339899625951,"Mr. Anthony J. DiClemente, Jr",0.2005741782228133,male,EVERCORE ISI,"('EBAY', '2019 q1')",0.011111111690600714
40940,EXPE,2019 q1,2550,0.4850841816009057,"Mr. Anthony J. DiClemente, Jr",0.352698172273113,male,EVERCORE ISI,"('EXPE', '2019 q1')",0.0
40941,AMZN,2019 q1,2550,0.5943253590457145,Justin Post,0.1388195978614851,male,BofA Global Research,"('AMZN', '2019 q1')",0.0
40942,EBAY,2019 q1,2550,0.6105339899625951,Justin Post,0.1981791596008406,male,BofA Global Research,"('EBAY', '2019 q1')",0.011111111690600714
40943,EXPE,2019 q1,2550,0.4850841816009057,Justin Post,0.20867575910693,male,BofA Global Research,"('EXPE', '2019 q1')",0.01666666753590107
40944,AMZN,2019 q1,2550,0.5943253590457145,"Mr. Shyam Patil, CFA",0.1830894599545893,male,Susquehanna Financial Group LLLP,"('AMZN', '2019 q1')",0.0
40945,EBAY,2019 q1,2550,0.6105339899625951,"Mr. Shyam Patil, CFA",0.4195181564370273,male,Susquehanna Financial Group LLLP,"('EBAY', '2019 q1')",0.015256672166287899
40946,EXPE,2019 q1,2550,0.4850841816009057,"Mr. Shyam Patil, CFA",0.1025405943525284,male,Susquehanna Financial Group LLLP,"('EXPE', '2019 q1')",0.0
40947,AMZN,2019 q1,2550,0.5943253590457145,Mr. Christopher A. Jacobson,0.9540286133787688,male,Susquehanna Financial Group LLLP,"('AMZN', '2019 q1')",0.06611163541674614
40948,AMZN,2019 q1,2550,0.5943253590457145,Michael H. Pachter,0.1693978981225913,male,Wedbush Securities Inc.,"('AMZN', '2019 q1')",0.0
40949,AMZN,2019 q1,2550,0.5943253590457145,Mr. Jason S. Helfstein,0.2253289345655143,male,"Oppenheimer & Co., Inc.","('AMZN', '2019 q1')",0.0
40950,EXPE,2019 q1,2550,0.4850841816009057,Mr. Jason S. Helfstein,0.0715891416392648,male,"Oppenheimer & Co., Inc.","('EXPE', '2019 q1')",0.0
40951,AMZN,2019 q1,2550,0.5943253590457145,Mr. Stephen D. Ju,0.1992503689698382,male,Credit Suisse,"('AMZN', '2019 q1')",0.0
40952,BKNG,2019 q1,2550,0.7738164126273145,Mr. Stephen D. Ju,0.5332303520423929,male,Credit Suisse,"('BKNG', '2019 q1')",0.0
40953,EBAY,2019 q1,2550,0.6105339899625951,Mr. Stephen D. Ju,0.4581204736454394,male,Credit Suisse,"('EBAY', '2019 q1')",0.0
40954,EXPE,2019 q1,2550,0.4850841816009057,Mr. Stephen D. Ju,0.5209381023932597,male,Credit Suisse,"('EXPE', '2019 q1')",0.0
40955,AMZN,2019 q1,2550,0.5943253590457145,"Shebly Seyrafi, CFA",0.2164916787758937,male,FBN Securities,"('AMZN', '2019 q1')",0.0
40956,AMZN,2019 q1,2550,0.5943253590457145,Jharonne Martis,0.8694530935645536,female,Thomson Reuters Proprietary Research,"('AMZN', '2019 q1')",0.015675058588385582
40957,AMZN,2019 q1,2550,0.5943253590457145,Scott A. Mushkin,0.2688536354106099,male,Wolfe Research,"('AMZN', '2019 q1')",0.0
40958,BBY,2019 q1,2550,0.5803842521980351,Scott A. Mushkin,0.307596775024237,male,Wolfe Research,"('BBY', '2019 q1')",0.0
40959,DG,2019 q1,2550,0.4360788452752803,Scott A. Mushkin,0.134352115646725,male,Wolfe Research,"('DG', '2019 q1')",0.0
40960,DLTR,2019 q1,2550,0.5721507443982524,Scott A. Mushkin,0.1623496649330156,male,Wolfe Research,"('DLTR', '2019 q1')",0.00802376214414835
40961,HD,2019 q1,2550,0.6101309835073354,Scott A. Mushkin,0.192985388578977,male,Wolfe Research,"('HD', '2019 q1')",0.0
40962,LOW,2019 q1,2550,0.6644993082365814,Scott A. Mushkin,0.3336542533995786,male,Wolfe Research,"('LOW', '2019 q1')",0.0
40963,TGT,2019 q1,2550,0.7688827936529397,Scott A. Mushkin,0.4428675387455428,male,Wolfe Research,"('TGT', '2019 q1')",0.0
40964,TSCO,2019 q1,2550,0.469702823458649,Scott A. Mushkin,0.1678117928738603,male,Wolfe Research,"('TSCO', '2019 q1')",0.0
40965,AMZN,2019 q1,2550,0.5943253590457145,"Saree Boroditsky, CFA",0.6965221278763033,female,Jefferies,"('AMZN', '2019 q1')",0.015594293363392353
40966,AMZN,2019 q1,2550,0.5943253590457145,Michael J. Olson,0.1742426464030873,male,Piper Sandler Companies,"('AMZN', '2019 q1')",0.0
40967,EBAY,2019 q1,2550,0.6105339899625951,Michael J. Olson,0.8081397127534422,male,Piper Sandler Companies,"('EBAY', '2019 q1')",0.0
40968,EXPE,2019 q1,2550,0.4850841816009057,Michael J. Olson,0.0901598603476174,male,Piper Sandler Companies,"('EXPE', '2019 q1')",0.0
40969,AMZN,2019 q1,2550,0.5943253590457145,John R. Blackledge,0.2773581773877056,male,Cowen and Company,"('AMZN', '2019 q1')",0.0
40970,AMZN,2019 q1,2550,0.5943253590457145,"Mr. Michael Graham, CFA",0.3080570021037355,male,Canaccord Genuity,"('AMZN', '2019 q1')",0.0
40971,EBAY,2019 q1,2550,0.6105339899625951,"Mr. Michael Graham, CFA",0.2606901144831176,male,Canaccord Genuity,"('EBAY', '2019 q1')",0.011785440146923065
40972,AMZN,2019 q1,2550,0.5943253590457145,"Mr. Daniel L. Kurnos, CFA",0.1861801502600935,male,The Benchmark Company LLC,"('AMZN', '2019 q1')",0.0
40973,EBAY,2019 q1,2550,0.6105339899625951,"Mr. Daniel L. Kurnos, CFA",0.3303995685584437,male,The Benchmark Company LLC,"('EBAY', '2019 q1')",0.020748725160956383
40974,AMZN,2019 q1,2550,0.5943253590457145,"Mr. R.J. J. Hottovy, Jr",0.5169285360650838,male,"Morningstar, Inc.","('AMZN', '2019 q1')",0.0
40975,BBY,2019 q1,2550,0.5803842521980351,"Mr. R.J. J. Hottovy, Jr",0.791762528459265,male,"Morningstar, Inc.","('BBY', '2019 q1')",0.011111111690600714
40976,EBAY,2019 q1,2550,0.6105339899625951,"Mr. R.J. J. Hottovy, Jr",0.7122240171357248,male,"Morningstar, Inc.","('EBAY', '2019 q1')",0.003588316962122917
40977,AMZN,2019 q1,2550,0.5943253590457145,Mr. Ross Sandler,0.272490362085648,male,Barclays,"('AMZN', '2019 q1')",0.0
40978,EBAY,2019 q1,2550,0.6105339899625951,Mr. Ross Sandler,0.2877882203422255,male,Barclays,"('EBAY', '2019 q1')",0.0
40979,AMZN,2019 q1,2550,0.5943253590457145,"Mr. Ronald V. Josey, III",0.2181441012325834,male,JMP Securities,"('AMZN', '2019 q1')",0.0
40980,AZO,2019 q1,2550,0.6552899968006511,"Mr. Simeon Gutman, CFA",0.3164478876160057,male,Morgan Stanley,"('AZO', '2019 q1')",0.0
40981,ULTA,2019 q1,2550,0.3619358465338966,"Mr. Simeon Gutman, CFA",0.44563117493523,male,Morgan Stanley,"('ULTA', '2019 q1')",0.0
40982,BBY,2019 q1,2550,0.5803842521980351,Camilla Yanushevsky,0.721907355326949,female,CFRA Equity Research,"('BBY', '2019 q1')",0.0
40983,DG,2019 q1,2550,0.4360788452752803,Camilla Yanushevsky,0.521711715977292,female,CFRA Equity Research,"('DG', '2019 q1')",0.0
40984,DLTR,2019 q1,2550,0.5721507443982524,Camilla Yanushevsky,0.5221920349465253,female,CFRA Equity Research,"('DLTR', '2019 q1')",0.0
40985,GPS,2019 q1,2550,0.5773129835955415,Camilla Yanushevsky,0.5049341128447309,female,CFRA Equity Research,"('GPS', '2019 q1')",0.0
40986,JWN,2019 q1,2550,0.7079389620720572,Camilla Yanushevsky,0.4750241417842237,female,CFRA Equity Research,"('JWN', '2019 q1')",0.0
40987,KSS,2019 q1,2550,0.6864915614240273,Camilla Yanushevsky,0.5221195936262448,female,CFRA Equity Research,"('KSS', '2019 q1')",0.0
40988,LB,2019 q1,2550,0.5566476713433,Camilla Yanushevsky,0.5147425707936061,female,CFRA Equity Research,"('LB', '2019 q1')",0.0
40989,ROST,2019 q1,2550,0.5766579295702053,Camilla Yanushevsky,0.4681432790234118,female,CFRA Equity Research,"('ROST', '2019 q1')",0.0
40990,TIF,2019 q1,2550,0.710424577412512,Camilla Yanushevsky,0.6809996381164587,female,CFRA Equity Research,"('TIF', '2019 q1')",0.0
40991,TJX,2019 q1,2550,0.7676436772677183,Camilla Yanushevsky,0.5994617731411718,female,CFRA Equity Research,"('TJX', '2019 q1')",0.0
40992,TSCO,2019 q1,2550,0.469702823458649,Camilla Yanushevsky,0.4108959580660882,female,CFRA Equity Research,"('TSCO', '2019 q1')",0.0
40993,ULTA,2019 q1,2550,0.3619358465338966,Camilla Yanushevsky,0.3788592147198257,female,CFRA Equity Research,"('ULTA', '2019 q1')",0.0
40994,BBY,2019 q1,2550,0.5803842521980351,Mr. Joseph I. Feldman,0.2428644259271529,male,Telsey Advisory Group,"('BBY', '2019 q1')",0.01155761070549488
40995,HD,2019 q1,2550,0.6101309835073354,Mr. Joseph I. Feldman,0.2700476978555999,male,Telsey Advisory Group,"('HD', '2019 q1')",0.0
40996,TSCO,2019 q1,2550,0.469702823458649,Mr. Joseph I. Feldman,0.1487163438815736,male,Telsey Advisory Group,"('TSCO', '2019 q1')",0.0
40997,BBY,2019 q1,2550,0.5803842521980351,"Curtis Nagle, CFA",0.2543683897937223,male,BofA Global Research,"('BBY', '2019 q1')",0.0
40998,BBY,2019 q1,2550,0.5803842521980351,Mr. Peter J. Keith,0.3452195044263115,male,Piper Sandler Companies,"('BBY', '2019 q1')",0.015872763469815254
40999,DG,2019 q1,2550,0.4360788452752803,Mr. Peter J. Keith,0.2387633134452451,male,Piper Sandler Companies,"('DG', '2019 q1')",0.007067512720823288
41000,DLTR,2019 q1,2550,0.5721507443982524,Mr. Peter J. Keith,0.3585113345432079,male,Piper Sandler Companies,"('DLTR', '2019 q1')",0.0
41001,HD,2019 q1,2550,0.6101309835073354,Mr. Peter J. Keith,0.2192920787353845,male,Piper Sandler Companies,"('HD', '2019 q1')",0.0
41002,LOW,2019 q1,2550,0.6644993082365814,Mr. Peter J. Keith,0.2894861347725553,male,Piper Sandler Companies,"('LOW', '2019 q1')",0.0
41003,TSCO,2019 q1,2550,0.469702823458649,Mr. Peter J. Keith,0.5414449953896433,male,Piper Sandler Companies,"('TSCO', '2019 q1')",0.0
41004,BKNG,2019 q1,2550,0.7738164126273145,Research Department,0.7508157591335215,Not a person,SunTrust Robinson Humphrey Capital Markets,"('BKNG', '2019 q1')",0.022538404911756516
41005,BKNG,2019 q1,2550,0.7738164126273145,"Mr. Edward M. Woo, CFA",0.4807779307669192,male,Ascendiant Capital Markets,"('BKNG', '2019 q1')",0.0
41006,EXPE,2019 q1,2550,0.4850841816009057,"Mr. Edward M. Woo, CFA",0.1102019784931465,male,Ascendiant Capital Markets,"('EXPE', '2019 q1')",0.0
41007,BKNG,2019 q1,2550,0.7738164126273145,Mr. Dan Wasiolek,0.6754499883115883,male,"Morningstar, Inc.","('BKNG', '2019 q1')",0.0
41008,EXPE,2019 q1,2550,0.4850841816009057,Mr. Dan Wasiolek,0.4893654916841347,male,"Morningstar, Inc.","('EXPE', '2019 q1')",0.004007682204246521
41009,DG,2019 q1,2550,0.4360788452752803,Karen Short,0.3321073231368552,female,Barclays,"('DG', '2019 q1')",0.0
41010,DLTR,2019 q1,2550,0.5721507443982524,Karen Short,0.6408993210598942,female,Barclays,"('DLTR', '2019 q1')",0.0
41011,DG,2019 q1,2550,0.4360788452752803,Mr. Rupesh Parikh,0.1349966064055802,male,"Oppenheimer & Co., Inc.","('DG', '2019 q1')",0.01347412479420503
41012,DLTR,2019 q1,2550,0.5721507443982524,Mr. Rupesh Parikh,0.1713857697765375,male,"Oppenheimer & Co., Inc.","('DLTR', '2019 q1')",0.006454030517488718
41013,DG,2019 q1,2550,0.4360788452752803,Ms. Judah C. Frommer,0.3097216782822453,female,Credit Suisse,"('DG', '2019 q1')",0.0
41014,DLTR,2019 q1,2550,0.5721507443982524,Ms. Judah C. Frommer,0.283398155673972,female,Credit Suisse,"('DLTR', '2019 q1')",0.009022686630487442
41015,DG,2019 q1,2550,0.4360788452752803,"Robert F. Ohmes, CFA",0.2978227464850048,male,BofA Global Research,"('DG', '2019 q1')",0.0
41016,DLTR,2019 q1,2550,0.5721507443982524,"Robert F. Ohmes, CFA",0.2104497191921765,male,BofA Global Research,"('DLTR', '2019 q1')",0.019098997116088867
41017,TGT,2019 q1,2550,0.7688827936529397,"Robert F. Ohmes, CFA",0.4455660962995124,male,BofA Global Research,"('TGT', '2019 q1')",0.0
41018,DLTR,2019 q1,2550,0.5721507443982524,Mr. John E. Heinbockel,0.0974405071914953,male,Guggenheim Securities LLC,"('DLTR', '2019 q1')",0.005140768829733133
41019,DLTR,2019 q1,2550,0.5721507443982524,"Paul E. Trussell, CFA",0.8199306945175829,male,Deutsche Bank,"('DLTR', '2019 q1')",0.0
41020,JWN,2019 q1,2550,0.7079389620720572,"Paul E. Trussell, CFA",0.9243409857141468,male,Deutsche Bank,"('JWN', '2019 q1')",0.0
41021,TJX,2019 q1,2550,0.7676436772677183,"Paul E. Trussell, CFA",0.9367283079575096,male,Deutsche Bank,"('TJX', '2019 q1')",0.0
41022,DLTR,2019 q1,2550,0.5721507443982524,Mr. Vincent J. Sinisi,0.2490656129181244,male,Morgan Stanley,"('DLTR', '2019 q1')",0.007629571948200464
41023,EBAY,2019 q1,2550,0.6105339899625951,Mr. Scott H. Kessler,0.773785610995011,male,CFRA Equity Research,"('EBAY', '2019 q1')",0.0
41024,EBAY,2019 q1,2550,0.6105339899625951,"Daniel R. Perlin, CFA",0.3177135460179562,male,RBC Capital Markets,"('EBAY', '2019 q1')",0.0
41025,EBAY,2019 q1,2550,0.6105339899625951,Mr. Robert S. Drbul,0.4425781377422775,male,Guggenheim Securities LLC,"('EBAY', '2019 q1')",0.0
41026,JWN,2019 q1,2550,0.7079389620720572,Mr. Robert S. Drbul,0.5684070781867192,male,Guggenheim Securities LLC,"('JWN', '2019 q1')",0.0
41027,KSS,2019 q1,2550,0.6864915614240273,Mr. Robert S. Drbul,0.3518030540397885,male,Guggenheim Securities LLC,"('KSS', '2019 q1')",0.021804701536893845
41028,LB,2019 q1,2550,0.5566476713433,Mr. Robert S. Drbul,0.4335154099619708,male,Guggenheim Securities LLC,"('LB', '2019 q1')",0.0
41029,ROST,2019 q1,2550,0.5766579295702053,Mr. Robert S. Drbul,0.3405803247754023,male,Guggenheim Securities LLC,"('ROST', '2019 q1')",0.0
41030,TIF,2019 q1,2550,0.710424577412512,Mr. Robert S. Drbul,0.5409164538868895,male,Guggenheim Securities LLC,"('TIF', '2019 q1')",0.0
41031,TJX,2019 q1,2550,0.7676436772677183,Mr. Robert S. Drbul,0.4125591204611279,male,Guggenheim Securities LLC,"('TJX', '2019 q1')",0.0
41032,EXPE,2019 q1,2550,0.4850841816009057,"Mr. James L. Hardiman, CFA",0.1912392626545509,male,Wedbush Securities Inc.,"('EXPE', '2019 q1')",0.0
41033,EXPE,2019 q1,2550,0.4850841816009057,Mr. Deepak Mathivanan,0.09127750860862,male,Barclays,"('EXPE', '2019 q1')",0.015141522511839867
41034,EXPE,2019 q1,2550,0.4850841816009057,Mr. Jake A. Fuller,0.1537621100593511,male,Guggenheim Securities LLC,"('EXPE', '2019 q1')",0.017410582552353542
41035,EXPE,2019 q1,2550,0.4850841816009057,Naved Khan,0.1697224051166085,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2019 q1')",0.0
41036,EXPE,2019 q1,2550,0.4850841816009057,"Mr. Kevin C. Kopelman, CFA",0.3568820964516205,male,Cowen and Company,"('EXPE', '2019 q1')",0.0
41037,GPC,2019 q1,2550,0.7597814083813421,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('GPC', '2019 q1')",0.968940019607544
41038,KMX,2019 q1,2550,0.637495731425417,SADIF Research,0.991824815290077,Not a person,Sadif Analytics Prime,"('KMX', '2019 q1')",0.9395849108695984
41039,KSS,2019 q1,2550,0.6864915614240273,SADIF Research,0.9699319162950564,Not a person,Sadif Analytics Prime,"('KSS', '2019 q1')",0.9427509307861328
41040,GPS,2019 q1,2550,0.5773129835955415,Mr. Omar R. Saad,0.3560727071806805,male,EVERCORE ISI,"('GPS', '2019 q1')",0.01775641366839409
41041,KSS,2019 q1,2550,0.6864915614240273,Mr. Omar R. Saad,0.288772579709266,male,EVERCORE ISI,"('KSS', '2019 q1')",0.02651636116206646
41042,LB,2019 q1,2550,0.5566476713433,Mr. Omar R. Saad,0.3460209307658705,male,EVERCORE ISI,"('LB', '2019 q1')",0.01333343330770731
41043,TIF,2019 q1,2550,0.710424577412512,Mr. Omar R. Saad,0.6148625050403177,male,EVERCORE ISI,"('TIF', '2019 q1')",0.031300961039960384
41044,TJX,2019 q1,2550,0.7676436772677183,Mr. Omar R. Saad,0.6346730023013749,male,EVERCORE ISI,"('TJX', '2019 q1')",0.036934223026037216
41045,ULTA,2019 q1,2550,0.3619358465338966,Mr. Omar R. Saad,0.3103776266402775,male,EVERCORE ISI,"('ULTA', '2019 q1')",0.041904427111148834
41046,GPS,2019 q1,2550,0.5773129835955415,"Ms. Jaime M. M. Katz, CFA",0.5907388267250712,female,"Morningstar, Inc.","('GPS', '2019 q1')",0.0
41047,HD,2019 q1,2550,0.6101309835073354,"Ms. Jaime M. M. Katz, CFA",0.748442976623922,female,"Morningstar, Inc.","('HD', '2019 q1')",0.0
41048,JWN,2019 q1,2550,0.7079389620720572,"Ms. Jaime M. M. Katz, CFA",0.5679166951470551,female,"Morningstar, Inc.","('JWN', '2019 q1')",0.0
41049,KSS,2019 q1,2550,0.6864915614240273,"Ms. Jaime M. M. Katz, CFA",0.5697924417945697,female,"Morningstar, Inc.","('KSS', '2019 q1')",0.01666666753590107
41050,LB,2019 q1,2550,0.5566476713433,"Ms. Jaime M. M. Katz, CFA",0.6485810669778924,female,"Morningstar, Inc.","('LB', '2019 q1')",0.0
41051,LOW,2019 q1,2550,0.6644993082365814,"Ms. Jaime M. M. Katz, CFA",0.8577929354296817,female,"Morningstar, Inc.","('LOW', '2019 q1')",0.0
41052,TSCO,2019 q1,2550,0.469702823458649,"Ms. Jaime M. M. Katz, CFA",0.6717575948858645,female,"Morningstar, Inc.","('TSCO', '2019 q1')",0.01113817747682333
41053,GPS,2019 q1,2550,0.5773129835955415,"Mr. Oliver Chen, CFA",0.4382659447408736,male,Cowen and Company,"('GPS', '2019 q1')",0.0
41054,JWN,2019 q1,2550,0.7079389620720572,"Mr. Oliver Chen, CFA",0.7201220383430396,male,Cowen and Company,"('JWN', '2019 q1')",0.0
41055,KSS,2019 q1,2550,0.6864915614240273,"Mr. Oliver Chen, CFA",0.5978599205772894,male,Cowen and Company,"('KSS', '2019 q1')",0.0
41056,ULTA,2019 q1,2550,0.3619358465338966,"Mr. Oliver Chen, CFA",0.1987991593469051,male,Cowen and Company,"('ULTA', '2019 q1')",0.0
41057,GPS,2019 q1,2550,0.5773129835955415,"Kimberly C. Greenberger, CFA",0.2763537160865394,female,Morgan Stanley,"('GPS', '2019 q1')",0.0
41058,JWN,2019 q1,2550,0.7079389620720572,"Kimberly C. Greenberger, CFA",0.5107713653129295,female,Morgan Stanley,"('JWN', '2019 q1')",0.0
41059,KSS,2019 q1,2550,0.6864915614240273,"Kimberly C. Greenberger, CFA",0.6733583053653215,female,Morgan Stanley,"('KSS', '2019 q1')",0.0
41060,LB,2019 q1,2550,0.5566476713433,"Kimberly C. Greenberger, CFA",0.1415809802942558,female,Morgan Stanley,"('LB', '2019 q1')",0.0
41061,ROST,2019 q1,2550,0.5766579295702053,"Kimberly C. Greenberger, CFA",0.2283586593248384,female,Morgan Stanley,"('ROST', '2019 q1')",0.0
41062,TIF,2019 q1,2550,0.710424577412512,"Kimberly C. Greenberger, CFA",0.3658896474551262,female,Morgan Stanley,"('TIF', '2019 q1')",0.0
41063,GPS,2019 q1,2550,0.5773129835955415,Kate Fitzsimons,0.1928499442459668,female,RBC Capital Markets,"('GPS', '2019 q1')",0.0
41064,LB,2019 q1,2550,0.5566476713433,Kate Fitzsimons,0.1560564617303707,female,RBC Capital Markets,"('LB', '2019 q1')",0.0
41065,GPS,2019 q1,2550,0.5773129835955415,Adrienne Y. Yih,0.1860662915729529,female,Wolfe Research,"('GPS', '2019 q1')",0.022754423320293427
41066,JWN,2019 q1,2550,0.7079389620720572,Adrienne Y. Yih,0.2174500049097239,female,Wolfe Research,"('JWN', '2019 q1')",0.005298537202179432
41067,LB,2019 q1,2550,0.5566476713433,Adrienne Y. Yih,0.2123824637995239,female,Wolfe Research,"('LB', '2019 q1')",0.03289042040705681
41068,ROST,2019 q1,2550,0.5766579295702053,Adrienne Y. Yih,0.1956111050897435,female,Wolfe Research,"('ROST', '2019 q1')",0.0
41069,TJX,2019 q1,2550,0.7676436772677183,Adrienne Y. Yih,0.3354691420151724,female,Wolfe Research,"('TJX', '2019 q1')",0.030326581094413996
41070,ULTA,2019 q1,2550,0.3619358465338966,Adrienne Y. Yih,0.1336798618119815,female,Wolfe Research,"('ULTA', '2019 q1')",0.012967771850526333
41071,GPS,2019 q1,2550,0.5773129835955415,"Ms. Roxanne F. Meyer, CFA",0.192793392585271,female,MKM Partners,"('GPS', '2019 q1')",0.0
41072,LB,2019 q1,2550,0.5566476713433,"Ms. Roxanne F. Meyer, CFA",0.4759028853002178,female,MKM Partners,"('LB', '2019 q1')",0.08232288435101509
41073,ROST,2019 q1,2550,0.5766579295702053,"Ms. Roxanne F. Meyer, CFA",0.438303076354504,female,MKM Partners,"('ROST', '2019 q1')",0.0
41074,TJX,2019 q1,2550,0.7676436772677183,"Ms. Roxanne F. Meyer, CFA",0.6205087385447187,female,MKM Partners,"('TJX', '2019 q1')",0.0
41075,GPS,2019 q1,2550,0.5773129835955415,Ms. Dana L. Telsey,0.3776034982181919,female,Telsey Advisory Group,"('GPS', '2019 q1')",0.0
41076,JWN,2019 q1,2550,0.7079389620720572,Ms. Dana L. Telsey,0.2646126261318972,female,Telsey Advisory Group,"('JWN', '2019 q1')",0.0
41077,KSS,2019 q1,2550,0.6864915614240273,Ms. Dana L. Telsey,0.2859312656050943,female,Telsey Advisory Group,"('KSS', '2019 q1')",0.0
41078,LB,2019 q1,2550,0.5566476713433,Ms. Dana L. Telsey,0.3003423100160141,female,Telsey Advisory Group,"('LB', '2019 q1')",0.0
41079,TIF,2019 q1,2550,0.710424577412512,Ms. Dana L. Telsey,0.5547872001466311,female,Telsey Advisory Group,"('TIF', '2019 q1')",0.016083277761936188
41080,ULTA,2019 q1,2550,0.3619358465338966,Ms. Dana L. Telsey,0.336710645956774,female,Telsey Advisory Group,"('ULTA', '2019 q1')",0.0
41081,GPS,2019 q1,2550,0.5773129835955415,"Lorraine C. Hutchinson, CFA",0.2821745055675471,female,BofA Global Research,"('GPS', '2019 q1')",0.0
41082,JWN,2019 q1,2550,0.7079389620720572,"Lorraine C. Hutchinson, CFA",0.4269671804054673,female,BofA Global Research,"('JWN', '2019 q1')",0.0
41083,KSS,2019 q1,2550,0.6864915614240273,"Lorraine C. Hutchinson, CFA",0.3935780012411239,female,BofA Global Research,"('KSS', '2019 q1')",0.0
41084,LB,2019 q1,2550,0.5566476713433,"Lorraine C. Hutchinson, CFA",0.3060001396137592,female,BofA Global Research,"('LB', '2019 q1')",0.01666666753590107
41085,ROST,2019 q1,2550,0.5766579295702053,"Lorraine C. Hutchinson, CFA",0.2656653797026611,female,BofA Global Research,"('ROST', '2019 q1')",0.0
41086,TIF,2019 q1,2550,0.710424577412512,"Lorraine C. Hutchinson, CFA",0.3665821425219359,female,BofA Global Research,"('TIF', '2019 q1')",0.0031214638147503138
41087,HD,2019 q1,2550,0.6101309835073354,Keith B. Hughes,0.2296165417777731,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2019 q1')",0.0
41088,LOW,2019 q1,2550,0.6644993082365814,Keith B. Hughes,0.2605544336880044,male,SunTrust Robinson Humphrey Capital Markets,"('LOW', '2019 q1')",0.0
41089,HD,2019 q1,2550,0.6101309835073354,"Mr. Seth M. Basham, CFA",0.2262999852138439,male,Wedbush Securities Inc.,"('HD', '2019 q1')",0.0
41090,KMX,2019 q1,2550,0.637495731425417,"Mr. Seth M. Basham, CFA",0.3438686828808298,male,Wedbush Securities Inc.,"('KMX', '2019 q1')",0.009208387384812037
41091,TSCO,2019 q1,2550,0.469702823458649,"Mr. Seth M. Basham, CFA",0.3438953986239116,male,Wedbush Securities Inc.,"('TSCO', '2019 q1')",0.0
41092,HD,2019 q1,2550,0.6101309835073354,"Mr. Kenneth M. Leon, CPA",0.6381025991501039,male,CFRA Equity Research,"('HD', '2019 q1')",0.0
41093,LOW,2019 q1,2550,0.6644993082365814,"Mr. Kenneth M. Leon, CPA",0.7021578809228041,male,CFRA Equity Research,"('LOW', '2019 q1')",0.0
41094,HD,2019 q1,2550,0.6101309835073354,"Mr. Steven Forbes, CPA",0.2142963602007443,male,Guggenheim Securities LLC,"('HD', '2019 q1')",0.0
41095,LOW,2019 q1,2550,0.6644993082365814,"Mr. Steven Forbes, CPA",0.3908695148939856,male,Guggenheim Securities LLC,"('LOW', '2019 q1')",0.0
41096,TSCO,2019 q1,2550,0.469702823458649,"Mr. Steven Forbes, CPA",0.1757527314031645,male,Guggenheim Securities LLC,"('TSCO', '2019 q1')",0.0
41097,ULTA,2019 q1,2550,0.3619358465338966,"Mr. Steven Forbes, CPA",0.1307434288783497,male,Guggenheim Securities LLC,"('ULTA', '2019 q1')",0.0
41098,JWN,2019 q1,2550,0.7079389620720572,David Swartz,0.3988550306515985,male,"Morningstar, Inc.","('JWN', '2019 q1')",0.01666666753590107
41099,KSS,2019 q1,2550,0.6864915614240273,David Swartz,0.4331025743235677,male,"Morningstar, Inc.","('KSS', '2019 q1')",0.01666666753590107
41100,JWN,2019 q1,2550,0.7079389620720572,Erinn E. Murphy,0.5277509560234935,female,Piper Sandler Companies,"('JWN', '2019 q1')",0.0
41101,KSS,2019 q1,2550,0.6864915614240273,Erinn E. Murphy,0.3869736902894474,female,Piper Sandler Companies,"('KSS', '2019 q1')",0.0
41102,ULTA,2019 q1,2550,0.3619358465338966,Erinn E. Murphy,0.2350301130649606,female,Piper Sandler Companies,"('ULTA', '2019 q1')",0.0
41103,KMX,2019 q1,2550,0.637495731425417,"Ms. Sharon M. Zackfia, CFA",0.2385551407788509,female,William Blair & Company,"('KMX', '2019 q1')",0.0213626641780138
41104,KMX,2019 q1,2550,0.637495731425417,Mr. David Whiston,0.8183515467621015,male,"Morningstar, Inc.","('KMX', '2019 q1')",0.0
41105,KMX,2019 q1,2550,0.637495731425417,"Mr. Rick Nelson, CFA",0.3475778732205067,male,Stephens Inc.,"('KMX', '2019 q1')",0.0
41106,KMX,2019 q1,2550,0.637495731425417,Glenn E. Chin,0.3621298047678563,male,The Buckingham Research Group,"('KMX', '2019 q1')",0.013744949363172054
41107,KSS,2019 q1,2550,0.6864915614240273,Mr. Randal J. Konik,0.3358995524603421,male,Jefferies,"('KSS', '2019 q1')",0.0
41108,KSS,2019 q1,2550,0.6864915614240273,Mr. Michael C. Binetti,0.4169585740020842,male,Credit Suisse,"('KSS', '2019 q1')",0.0
41109,LB,2019 q1,2550,0.5566476713433,Mr. Michael C. Binetti,0.4826245083481632,male,Credit Suisse,"('LB', '2019 q1')",0.016820421442389488
41110,ROST,2019 q1,2550,0.5766579295702053,Mr. Michael C. Binetti,0.4714882934853928,male,Credit Suisse,"('ROST', '2019 q1')",0.0
41111,TIF,2019 q1,2550,0.710424577412512,Mr. Michael C. Binetti,0.4995014701915273,male,Credit Suisse,"('TIF', '2019 q1')",0.0
41112,LB,2019 q1,2550,0.5566476713433,Mr. Brian Tunick,0.1481676736964514,male,RBC Capital Markets,"('LB', '2019 q1')",0.0
41113,LB,2019 q1,2550,0.5566476713433,Mr. Chethan Mallela,0.1877123409593905,male,Barclays,"('LB', '2019 q1')",0.0
41114,TJX,2019 q1,2550,0.7676436772677183,Mr. Chethan Mallela,0.593334273331156,male,Barclays,"('TJX', '2019 q1')",0.0
41115,LB,2019 q1,2550,0.5566476713433,Carla Casella,0.2747689956283854,female,JPMorgan Econ & FI,"('LB', '2019 q1')",0.0
41116,LKQ,2019 q1,2550,0.565682875189633,Mr. Scott L. Stember,0.2579600875107744,male,C.L. King & Associates,"('LKQ', '2019 q1')",0.03161776065826416
41117,LKQ,2019 q1,2550,0.565682875189633,"Ryan J. Merkel, CFA",0.3116890387293101,male,William Blair & Company,"('LKQ', '2019 q1')",0.0
41118,LKQ,2019 q1,2550,0.565682875189633,Gary Prestopino,0.9500030969230516,male,Barrington Research Associates,"('LKQ', '2019 q1')",0.0
41119,LKQ,2019 q1,2550,0.565682875189633,Mr. John Healy,0.2946097674760621,male,Northcoast Research,"('LKQ', '2019 q1')",0.0
41120,LKQ,2019 q1,2550,0.565682875189633,"Elliott L. Schlang, CFA",0.2550761381049842,male,Great Lakes/Wellington Shields,"('LKQ', '2019 q1')",0.0
41121,LKQ,2019 q1,2550,0.565682875189633,Ms. Stephanie Benjamin,0.1508934783985419,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2019 q1')",0.0
41122,LKQ,2019 q1,2550,0.565682875189633,Mr. Scott L. Pope,0.5729916094543542,male,"Morningstar, Inc.","('LKQ', '2019 q1')",0.0
41123,TGT,2019 q1,2550,0.7688827936529397,Ivan Feinseth,0.4714982244555754,male,Tigress Financial Partners,"('TGT', '2019 q1')",0.0
41124,TIF,2019 q1,2550,0.710424577412512,Fr. Jelena Sokolova,0.7752775981392005,female,"Morningstar, Inc.","('TIF', '2019 q1')",0.0
41125,TSCO,2019 q1,2550,0.469702823458649,"Charles E. Cerankosky, Jr",0.2892536773158304,male,Northcoast Research,"('TSCO', '2019 q1')",0.007343554403632879
41126,ULTA,2019 q1,2550,0.3619358465338966,Daniel H. Hofkin,0.1495721210388825,male,William Blair & Company,"('ULTA', '2019 q1')",0.0
41127,AAP,2019 q2,2550,0.5985947904616068,"Scot Ciccarelli, CFA",0.2579951564000113,male,RBC Capital Markets,"('AAP', '2019 q2')",0.0
41128,AZO,2019 q2,2550,0.5118991559563981,"Scot Ciccarelli, CFA",0.2397211783387169,male,RBC Capital Markets,"('AZO', '2019 q2')",0.0
41129,BBY,2019 q2,2550,0.6789626864031357,"Scot Ciccarelli, CFA",0.4798506306499044,male,RBC Capital Markets,"('BBY', '2019 q2')",0.010010196827352047
41130,DG,2019 q2,2550,0.3858057763075123,"Scot Ciccarelli, CFA",0.1650187158430675,male,RBC Capital Markets,"('DG', '2019 q2')",0.0
41131,DLTR,2019 q2,2550,0.4345598867374565,"Scot Ciccarelli, CFA",0.1490105367236647,male,RBC Capital Markets,"('DLTR', '2019 q2')",0.013823333196341991
41132,GPC,2019 q2,2550,0.7416108287856868,"Scot Ciccarelli, CFA",0.4302918965722648,male,RBC Capital Markets,"('GPC', '2019 q2')",0.0
41133,HD,2019 q2,2550,0.5370541200348078,"Scot Ciccarelli, CFA",0.4419247371026011,male,RBC Capital Markets,"('HD', '2019 q2')",0.022222223381201427
41134,KMX,2019 q2,2550,0.5258342521555086,"Scot Ciccarelli, CFA",0.1721631915863469,male,RBC Capital Markets,"('KMX', '2019 q2')",0.010965260677039623
41135,TSCO,2019 q2,2550,0.5490959278638601,"Scot Ciccarelli, CFA",0.2146538937809427,male,RBC Capital Markets,"('TSCO', '2019 q2')",0.0
41136,AAP,2019 q2,2550,0.5985947904616068,Garrett Nelson,0.6476915264944262,male,CFRA Equity Research,"('AAP', '2019 q2')",0.0
41137,AZO,2019 q2,2550,0.5118991559563981,Garrett Nelson,0.5814118510950675,male,CFRA Equity Research,"('AZO', '2019 q2')",0.0
41138,GPC,2019 q2,2550,0.7416108287856868,Garrett Nelson,0.7139241536015697,male,CFRA Equity Research,"('GPC', '2019 q2')",0.0
41139,KMX,2019 q2,2550,0.5258342521555086,Garrett Nelson,0.6602351788288402,male,CFRA Equity Research,"('KMX', '2019 q2')",0.0
41140,LKQ,2019 q2,2550,0.5291146583961193,Garrett Nelson,0.7871725908932209,male,CFRA Equity Research,"('LKQ', '2019 q2')",0.0
41141,ORLY,2019 q2,2550,0.6551554575974322,Garrett Nelson,0.6665458589774884,male,CFRA Equity Research,"('ORLY', '2019 q2')",0.0
41142,TGT,2019 q2,2550,0.7035742072058244,Garrett Nelson,0.6454148302251387,male,CFRA Equity Research,"('TGT', '2019 q2')",0.0
41143,AAP,2019 q2,2550,0.5985947904616068,Zain Akbari,0.7070281850797787,male,"Morningstar, Inc.","('AAP', '2019 q2')",0.011111111690600714
41144,AZO,2019 q2,2550,0.5118991559563981,Zain Akbari,0.6525100347362903,male,"Morningstar, Inc.","('AZO', '2019 q2')",0.03333333507180214
41145,DG,2019 q2,2550,0.3858057763075123,Zain Akbari,0.5839649241485907,male,"Morningstar, Inc.","('DG', '2019 q2')",0.0
41146,DLTR,2019 q2,2550,0.4345598867374565,Zain Akbari,0.6058055382228837,male,"Morningstar, Inc.","('DLTR', '2019 q2')",0.0
41147,GPC,2019 q2,2550,0.7416108287856868,Zain Akbari,0.703559323943987,male,"Morningstar, Inc.","('GPC', '2019 q2')",0.0
41148,ORLY,2019 q2,2550,0.6551554575974322,Zain Akbari,0.747500663762387,male,"Morningstar, Inc.","('ORLY', '2019 q2')",0.0
41149,ROST,2019 q2,2550,0.4867471655705206,Zain Akbari,0.4986943483404886,male,"Morningstar, Inc.","('ROST', '2019 q2')",0.008333333767950535
41150,TGT,2019 q2,2550,0.7035742072058244,Zain Akbari,0.686531719893366,male,"Morningstar, Inc.","('TGT', '2019 q2')",0.0
41151,TJX,2019 q2,2550,0.6573166094884046,Zain Akbari,0.6693683488379697,male,"Morningstar, Inc.","('TJX', '2019 q2')",0.011111111690600714
41152,AAP,2019 q2,2550,0.5985947904616068,Mr. Ali-Ahmad Faghri,0.4017661698426785,male,Guggenheim Securities LLC,"('AAP', '2019 q2')",0.0
41153,KMX,2019 q2,2550,0.5258342521555086,Mr. Ali-Ahmad Faghri,0.2273057848879313,male,Guggenheim Securities LLC,"('KMX', '2019 q2')",0.0
41154,ORLY,2019 q2,2550,0.6551554575974322,Mr. Ali-Ahmad Faghri,0.4369985397996282,male,Guggenheim Securities LLC,"('ORLY', '2019 q2')",0.0
41155,AAP,2019 q2,2550,0.5985947904616068,"Mr. Bret D. Jordan, CFA, CFA",0.3086840895823844,male,Jefferies,"('AAP', '2019 q2')",0.0
41156,AZO,2019 q2,2550,0.5118991559563981,"Mr. Bret D. Jordan, CFA, CFA",0.2980172923264184,male,Jefferies,"('AZO', '2019 q2')",0.0
41157,GPC,2019 q2,2550,0.7416108287856868,"Mr. Bret D. Jordan, CFA, CFA",0.5627608728036798,male,Jefferies,"('GPC', '2019 q2')",0.0
41158,LKQ,2019 q2,2550,0.5291146583961193,"Mr. Bret D. Jordan, CFA, CFA",0.1849223684784658,male,Jefferies,"('LKQ', '2019 q2')",0.0
41159,ORLY,2019 q2,2550,0.6551554575974322,"Mr. Bret D. Jordan, CFA, CFA",0.3710813412835859,male,Jefferies,"('ORLY', '2019 q2')",0.0
41160,AAP,2019 q2,2550,0.5985947904616068,"Chris Bottiglieri, CPA",0.3938133370294431,male,Wolfe Research,"('AAP', '2019 q2')",0.0
41161,AZO,2019 q2,2550,0.5118991559563981,"Chris Bottiglieri, CPA",0.4378212704048462,male,Wolfe Research,"('AZO', '2019 q2')",0.0
41162,GPC,2019 q2,2550,0.7416108287856868,"Chris Bottiglieri, CPA",0.5262052366222816,male,Wolfe Research,"('GPC', '2019 q2')",0.0
41163,KMX,2019 q2,2550,0.5258342521555086,"Chris Bottiglieri, CPA",0.1891795768741719,male,Wolfe Research,"('KMX', '2019 q2')",0.0
41164,LKQ,2019 q2,2550,0.5291146583961193,"Chris Bottiglieri, CPA",0.5133483726249639,male,Wolfe Research,"('LKQ', '2019 q2')",0.0
41165,ORLY,2019 q2,2550,0.6551554575974322,"Chris Bottiglieri, CPA",0.446979257745359,male,Wolfe Research,"('ORLY', '2019 q2')",0.0
41166,AAP,2019 q2,2550,0.5985947904616068,"Brian W. Nagel, CFA",0.3137021174839222,male,"Oppenheimer & Co., Inc.","('AAP', '2019 q2')",0.026859097182750702
41167,AZO,2019 q2,2550,0.5118991559563981,"Brian W. Nagel, CFA",0.1923345580531374,male,"Oppenheimer & Co., Inc.","('AZO', '2019 q2')",0.037932127714157104
41168,BBY,2019 q2,2550,0.6789626864031357,"Brian W. Nagel, CFA",0.3290004681947438,male,"Oppenheimer & Co., Inc.","('BBY', '2019 q2')",0.010554403066635132
41169,HD,2019 q2,2550,0.5370541200348078,"Brian W. Nagel, CFA",0.2127175694072881,male,"Oppenheimer & Co., Inc.","('HD', '2019 q2')",0.0
41170,KMX,2019 q2,2550,0.5258342521555086,"Brian W. Nagel, CFA",0.3006567681585653,male,"Oppenheimer & Co., Inc.","('KMX', '2019 q2')",0.0
41171,ORLY,2019 q2,2550,0.6551554575974322,"Brian W. Nagel, CFA",0.2690630499980095,male,"Oppenheimer & Co., Inc.","('ORLY', '2019 q2')",0.0
41172,TIF,2019 q2,2550,0.6034611078063201,"Brian W. Nagel, CFA",0.1973157986156379,male,"Oppenheimer & Co., Inc.","('TIF', '2019 q2')",0.0
41173,TSCO,2019 q2,2550,0.5490959278638601,"Brian W. Nagel, CFA",0.1832205305904389,male,"Oppenheimer & Co., Inc.","('TSCO', '2019 q2')",0.036721114069223404
41174,AAP,2019 q2,2550,0.5985947904616068,Jill Hall,0.6468255648981377,female,BofA Global Research,"('AAP', '2019 q2')",0.03333333507180214
41175,AAP,2019 q2,2550,0.5985947904616068,Mr. Seth I. Sigman,0.4744696535554363,male,Credit Suisse,"('AAP', '2019 q2')",0.0
41176,AZO,2019 q2,2550,0.5118991559563981,Mr. Seth I. Sigman,0.4430661370312705,male,Credit Suisse,"('AZO', '2019 q2')",0.0
41177,HD,2019 q2,2550,0.5370541200348078,Mr. Seth I. Sigman,0.2758064473569681,male,Credit Suisse,"('HD', '2019 q2')",0.0
41178,KMX,2019 q2,2550,0.5258342521555086,Mr. Seth I. Sigman,0.2944838183215799,male,Credit Suisse,"('KMX', '2019 q2')",0.0
41179,TGT,2019 q2,2550,0.7035742072058244,Mr. Seth I. Sigman,0.4084782877786928,male,Credit Suisse,"('TGT', '2019 q2')",0.0
41180,TSCO,2019 q2,2550,0.5490959278638601,Mr. Seth I. Sigman,0.3417409790750169,male,Credit Suisse,"('TSCO', '2019 q2')",0.019318988546729088
41181,AAP,2019 q2,2550,0.5985947904616068,Ms. Elizabeth L G. Suzuki,0.4039347305929818,female,BofA Global Research,"('AAP', '2019 q2')",0.0
41182,AZO,2019 q2,2550,0.5118991559563981,Ms. Elizabeth L G. Suzuki,0.3529578769294927,female,BofA Global Research,"('AZO', '2019 q2')",0.0
41183,LOW,2019 q2,2550,0.5656099102261622,Ms. Elizabeth L G. Suzuki,0.4621180635868968,female,BofA Global Research,"('LOW', '2019 q2')",0.011975837871432304
41184,ORLY,2019 q2,2550,0.6551554575974322,Ms. Elizabeth L G. Suzuki,0.3762862438031963,female,BofA Global Research,"('ORLY', '2019 q2')",0.011625012382864952
41185,TSCO,2019 q2,2550,0.5490959278638601,Ms. Elizabeth L G. Suzuki,0.4640853798987194,female,BofA Global Research,"('TSCO', '2019 q2')",0.0
41186,AMZN,2019 q2,2550,0.5352578664068414,Scott A. Mushkin,0.2726200224919395,male,Wolfe Research,"('AMZN', '2019 q2')",0.008093011006712914
41187,BBY,2019 q2,2550,0.6789626864031357,Scott A. Mushkin,0.3562177034398094,male,Wolfe Research,"('BBY', '2019 q2')",0.02045418508350849
41188,DG,2019 q2,2550,0.3858057763075123,Scott A. Mushkin,0.1153503779826877,male,Wolfe Research,"('DG', '2019 q2')",0.0
41189,DLTR,2019 q2,2550,0.4345598867374565,Scott A. Mushkin,0.1248289228816989,male,Wolfe Research,"('DLTR', '2019 q2')",0.0
41190,HD,2019 q2,2550,0.5370541200348078,Scott A. Mushkin,0.1634322164546172,male,Wolfe Research,"('HD', '2019 q2')",0.0
41191,LOW,2019 q2,2550,0.5656099102261622,Scott A. Mushkin,0.2268744142346637,male,Wolfe Research,"('LOW', '2019 q2')",0.0
41192,TGT,2019 q2,2550,0.7035742072058244,Scott A. Mushkin,0.345325043856896,male,Wolfe Research,"('TGT', '2019 q2')",0.0
41193,TSCO,2019 q2,2550,0.5490959278638601,Scott A. Mushkin,0.1253603234533001,male,Wolfe Research,"('TSCO', '2019 q2')",0.0
41194,AMZN,2019 q2,2550,0.5352578664068414,William Kidd,0.8590112991256224,male,IHS Technology,"('AMZN', '2019 q2')",0.0
41195,AMZN,2019 q2,2550,0.5352578664068414,"Tuna N. Amobi, CFA",0.5141795375477612,male,CFRA Equity Research,"('AMZN', '2019 q2')",0.0
41196,BKNG,2019 q2,2550,0.6428101555614624,"Tuna N. Amobi, CFA",0.7133888862797474,male,CFRA Equity Research,"('BKNG', '2019 q2')",0.0
41197,EXPE,2019 q2,2550,0.4415052249590776,"Tuna N. Amobi, CFA",0.7150362323071213,male,CFRA Equity Research,"('EXPE', '2019 q2')",0.0
41198,AMZN,2019 q2,2550,0.5352578664068414,Ravi Shanker,0.8531911910162039,male,Morgan Stanley,"('AMZN', '2019 q2')",0.0
41199,AMZN,2019 q2,2550,0.5352578664068414,John R. Blackledge,0.1112925180542391,male,Cowen and Company,"('AMZN', '2019 q2')",0.0
41200,AMZN,2019 q2,2550,0.5352578664068414,Mr. Dylan Carden,0.2836828143717637,male,William Blair & Company,"('AMZN', '2019 q2')",0.0
41201,AMZN,2019 q2,2550,0.5352578664068414,"Mr. Daniel L. Kurnos, CFA",0.192259199328879,male,The Benchmark Company LLC,"('AMZN', '2019 q2')",0.0
41202,EBAY,2019 q2,2550,0.5312602701494069,"Mr. Daniel L. Kurnos, CFA",0.2247120108921894,male,The Benchmark Company LLC,"('EBAY', '2019 q2')",0.0
41203,AMZN,2019 q2,2550,0.5352578664068414,Mr. Robert S. Drbul,0.1147932513749439,male,Guggenheim Securities LLC,"('AMZN', '2019 q2')",0.0
41204,EBAY,2019 q2,2550,0.5312602701494069,Mr. Robert S. Drbul,0.4313359061522534,male,Guggenheim Securities LLC,"('EBAY', '2019 q2')",0.0
41205,GPS,2019 q2,2550,0.5950080561235851,Mr. Robert S. Drbul,0.4096844670623019,male,Guggenheim Securities LLC,"('GPS', '2019 q2')",0.0
41206,JWN,2019 q2,2550,0.563623452011619,Mr. Robert S. Drbul,0.4518498087662465,male,Guggenheim Securities LLC,"('JWN', '2019 q2')",0.035403043031692505
41207,KSS,2019 q2,2550,0.5722869948058192,Mr. Robert S. Drbul,0.4962681781977962,male,Guggenheim Securities LLC,"('KSS', '2019 q2')",0.016314895823597908
41208,LB,2019 q2,2550,0.5449634545540105,Mr. Robert S. Drbul,0.4044037295860999,male,Guggenheim Securities LLC,"('LB', '2019 q2')",0.0
41209,ROST,2019 q2,2550,0.4867471655705206,Mr. Robert S. Drbul,0.3472814854065643,male,Guggenheim Securities LLC,"('ROST', '2019 q2')",0.0
41210,TGT,2019 q2,2550,0.7035742072058244,Mr. Robert S. Drbul,0.6774069202215579,male,Guggenheim Securities LLC,"('TGT', '2019 q2')",0.0
41211,AMZN,2019 q2,2550,0.5352578664068414,Mr. Stephen D. Ju,0.2803562992767553,male,Credit Suisse,"('AMZN', '2019 q2')",0.0
41212,BKNG,2019 q2,2550,0.6428101555614624,Mr. Stephen D. Ju,0.5761045516325275,male,Credit Suisse,"('BKNG', '2019 q2')",0.0
41213,EBAY,2019 q2,2550,0.5312602701494069,Mr. Stephen D. Ju,0.623783112299479,male,Credit Suisse,"('EBAY', '2019 q2')",0.0
41214,EXPE,2019 q2,2550,0.4415052249590776,Mr. Stephen D. Ju,0.4515253852989144,male,Credit Suisse,"('EXPE', '2019 q2')",0.0
41215,AMZN,2019 q2,2550,0.5352578664068414,"Shebly Seyrafi, CFA",0.5997055834163483,male,FBN Securities,"('AMZN', '2019 q2')",0.03333333507180214
41216,AMZN,2019 q2,2550,0.5352578664068414,Mr. Michael Levine,0.6476445702143504,male,Pivotal Research Group,"('AMZN', '2019 q2')",0.0
41217,AMZN,2019 q2,2550,0.5352578664068414,"Mr. R.J. J. Hottovy, Jr",0.4415836263696917,male,"Morningstar, Inc.","('AMZN', '2019 q2')",0.0
41218,BBY,2019 q2,2550,0.6789626864031357,"Mr. R.J. J. Hottovy, Jr",0.7950354058950385,male,"Morningstar, Inc.","('BBY', '2019 q2')",0.0
41219,EBAY,2019 q2,2550,0.5312602701494069,"Mr. R.J. J. Hottovy, Jr",0.7898396125747826,male,"Morningstar, Inc.","('EBAY', '2019 q2')",0.00645627873018384
41220,AMZN,2019 q2,2550,0.5352578664068414,Arnaud Joly,0.2254042875218383,male,Societe Generale,"('AMZN', '2019 q2')",0.0
41221,AMZN,2019 q2,2550,0.5352578664068414,Mr. Youssef H. Squali,0.196645604523762,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2019 q2')",0.0
41222,EBAY,2019 q2,2550,0.5312602701494069,Mr. Youssef H. Squali,0.1057395841271065,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2019 q2')",0.02576629538089037
41223,AMZN,2019 q2,2550,0.5352578664068414,Mr. Jason S. Helfstein,0.1245375172316192,male,"Oppenheimer & Co., Inc.","('AMZN', '2019 q2')",0.0
41224,EXPE,2019 q2,2550,0.4415052249590776,Mr. Jason S. Helfstein,0.1026706751376577,male,"Oppenheimer & Co., Inc.","('EXPE', '2019 q2')",0.0
41225,AMZN,2019 q2,2550,0.5352578664068414,Michael H. Pachter,0.1670142075802866,male,Wedbush Securities Inc.,"('AMZN', '2019 q2')",0.0
41226,AMZN,2019 q2,2550,0.5352578664068414,Mr. Ross Sandler,0.1277373860401823,male,Barclays,"('AMZN', '2019 q2')",0.0
41227,EBAY,2019 q2,2550,0.5312602701494069,Mr. Ross Sandler,0.1941152572005582,male,Barclays,"('EBAY', '2019 q2')",0.0
41228,AMZN,2019 q2,2550,0.5352578664068414,Mr. Jonathan Kees,0.2544775792898652,male,Summit Insights Group,"('AMZN', '2019 q2')",0.0
41229,AMZN,2019 q2,2550,0.5352578664068414,Mita Mehta,0.759203824968878,female,Crispidea,"('AMZN', '2019 q2')",0.1716308519244194
41230,AMZN,2019 q2,2550,0.5352578664068414,Mr. Mark S. Mahaney,0.12637869611753,male,RBC Capital Markets,"('AMZN', '2019 q2')",0.0
41231,EBAY,2019 q2,2550,0.5312602701494069,Mr. Mark S. Mahaney,0.1436710034361013,male,RBC Capital Markets,"('EBAY', '2019 q2')",0.0
41232,AMZN,2019 q2,2550,0.5352578664068414,Research Department,0.2013891293055763,Not a person,Diamond Equity Research,"('AMZN', '2019 q2')",0.0
41233,AMZN,2019 q2,2550,0.5352578664068414,Mr. Victor Anthony,0.1139102161787447,male,Aegis Capital,"('AMZN', '2019 q2')",0.0
41234,AMZN,2019 q2,2550,0.5352578664068414,"Mr. Michael Graham, CFA",0.2090136825904327,male,Canaccord Genuity,"('AMZN', '2019 q2')",0.0
41235,AMZN,2019 q2,2550,0.5352578664068414,Lloyd Walmsley,0.4053564058037976,male,Deutsche Bank,"('AMZN', '2019 q2')",0.0
41236,EBAY,2019 q2,2550,0.5312602701494069,Lloyd Walmsley,0.2364830268168088,male,Deutsche Bank,"('EBAY', '2019 q2')",0.0
41237,EXPE,2019 q2,2550,0.4415052249590776,Lloyd Walmsley,0.4868740584528745,male,Deutsche Bank,"('EXPE', '2019 q2')",0.0
41238,AMZN,2019 q2,2550,0.5352578664068414,Mr. Brent J. Thill,0.1955133654935157,male,Jefferies,"('AMZN', '2019 q2')",0.0
41239,AMZN,2019 q2,2550,0.5352578664068414,"Mr. Ronald V. Josey, III",0.1624359454070149,male,JMP Securities,"('AMZN', '2019 q2')",0.0
41240,AMZN,2019 q2,2550,0.5352578664068414,Ms. Shejal Ajmera,0.2792006427961217,female,Crispidea,"('AMZN', '2019 q2')",0.0
41241,EBAY,2019 q2,2550,0.5312602701494069,Ms. Shejal Ajmera,0.5814757007383028,female,Crispidea,"('EBAY', '2019 q2')",0.0
41242,AMZN,2019 q2,2550,0.5352578664068414,"Kimberly C. Greenberger, CFA",0.8935304041559686,female,Morgan Stanley,"('AMZN', '2019 q2')",0.0
41243,GPS,2019 q2,2550,0.5950080561235851,"Kimberly C. Greenberger, CFA",0.2695400525149602,female,Morgan Stanley,"('GPS', '2019 q2')",0.0
41244,JWN,2019 q2,2550,0.563623452011619,"Kimberly C. Greenberger, CFA",0.2967562238217781,female,Morgan Stanley,"('JWN', '2019 q2')",0.0
41245,KSS,2019 q2,2550,0.5722869948058192,"Kimberly C. Greenberger, CFA",0.613946875247066,female,Morgan Stanley,"('KSS', '2019 q2')",0.0
41246,LB,2019 q2,2550,0.5449634545540105,"Kimberly C. Greenberger, CFA",0.2154812444499044,female,Morgan Stanley,"('LB', '2019 q2')",0.0
41247,ROST,2019 q2,2550,0.4867471655705206,"Kimberly C. Greenberger, CFA",0.2372280730943521,female,Morgan Stanley,"('ROST', '2019 q2')",0.0
41248,TIF,2019 q2,2550,0.6034611078063201,"Kimberly C. Greenberger, CFA",0.2513928874981368,female,Morgan Stanley,"('TIF', '2019 q2')",0.0
41249,TJX,2019 q2,2550,0.6573166094884046,"Kimberly C. Greenberger, CFA",0.3946606138118376,female,Morgan Stanley,"('TJX', '2019 q2')",0.0
41250,AMZN,2019 q2,2550,0.5352578664068414,"Mr. Anthony J. DiClemente, Jr",0.6000757916495252,male,EVERCORE ISI,"('AMZN', '2019 q2')",0.03333333507180214
41251,EBAY,2019 q2,2550,0.5312602701494069,"Mr. Anthony J. DiClemente, Jr",0.1350453093927058,male,EVERCORE ISI,"('EBAY', '2019 q2')",0.017886003479361534
41252,AMZN,2019 q2,2550,0.5352578664068414,Justin Post,0.1468575322325758,male,BofA Global Research,"('AMZN', '2019 q2')",0.0
41253,EBAY,2019 q2,2550,0.5312602701494069,Justin Post,0.2068024044332272,male,BofA Global Research,"('EBAY', '2019 q2')",0.0
41254,EXPE,2019 q2,2550,0.4415052249590776,Justin Post,0.1745316927424556,male,BofA Global Research,"('EXPE', '2019 q2')",0.0
41255,AMZN,2019 q2,2550,0.5352578664068414,"Mr. Shyam Patil, CFA",0.1868364717200697,male,Susquehanna Financial Group LLLP,"('AMZN', '2019 q2')",0.0
41256,EBAY,2019 q2,2550,0.5312602701494069,"Mr. Shyam Patil, CFA",0.2257685085267375,male,Susquehanna Financial Group LLLP,"('EBAY', '2019 q2')",0.027705784887075424
41257,EXPE,2019 q2,2550,0.4415052249590776,"Mr. Shyam Patil, CFA",0.1784483403883646,male,Susquehanna Financial Group LLLP,"('EXPE', '2019 q2')",0.0
41258,AZO,2019 q2,2550,0.5118991559563981,Greg Melich,0.253116300067741,male,EVERCORE ISI,"('AZO', '2019 q2')",0.0
41259,TGT,2019 q2,2550,0.7035742072058244,Greg Melich,0.4591192799022163,male,EVERCORE ISI,"('TGT', '2019 q2')",0.0
41260,BBY,2019 q2,2550,0.6789626864031357,SADIF Research,0.9954071741413753,Not a person,Sadif Analytics Prime,"('BBY', '2019 q2')",0.9792965054512024
41261,GPC,2019 q2,2550,0.7416108287856868,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('GPC', '2019 q2')",0.9702841639518738
41262,GPS,2019 q2,2550,0.5950080561235851,SADIF Research,0.9911351651706864,Not a person,Sadif Analytics Prime,"('GPS', '2019 q2')",0.9531776905059814
41263,JWN,2019 q2,2550,0.563623452011619,SADIF Research,0.9694179134712092,Not a person,Sadif Analytics Prime,"('JWN', '2019 q2')",0.9536282420158386
41264,LB,2019 q2,2550,0.5449634545540105,SADIF Research,0.952173955019562,Not a person,Sadif Analytics Prime,"('LB', '2019 q2')",0.9342441558837891
41265,TJX,2019 q2,2550,0.6573166094884046,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TJX', '2019 q2')",0.9786984920501709
41266,TSCO,2019 q2,2550,0.5490959278638601,SADIF Research,0.991509333394234,Not a person,Sadif Analytics Prime,"('TSCO', '2019 q2')",0.9697765707969666
41267,BBY,2019 q2,2550,0.6789626864031357,Camilla Yanushevsky,0.7129039647764878,female,CFRA Equity Research,"('BBY', '2019 q2')",0.0
41268,DG,2019 q2,2550,0.3858057763075123,Camilla Yanushevsky,0.4790944292801013,female,CFRA Equity Research,"('DG', '2019 q2')",0.0
41269,DLTR,2019 q2,2550,0.4345598867374565,Camilla Yanushevsky,0.3833398000716506,female,CFRA Equity Research,"('DLTR', '2019 q2')",0.0
41270,GPS,2019 q2,2550,0.5950080561235851,Camilla Yanushevsky,0.4510313783461527,female,CFRA Equity Research,"('GPS', '2019 q2')",0.0
41271,JWN,2019 q2,2550,0.563623452011619,Camilla Yanushevsky,0.3761203982924194,female,CFRA Equity Research,"('JWN', '2019 q2')",0.0
41272,KSS,2019 q2,2550,0.5722869948058192,Camilla Yanushevsky,0.4393323838499928,female,CFRA Equity Research,"('KSS', '2019 q2')",0.0
41273,ROST,2019 q2,2550,0.4867471655705206,Camilla Yanushevsky,0.3863301721197938,female,CFRA Equity Research,"('ROST', '2019 q2')",0.0
41274,TIF,2019 q2,2550,0.6034611078063201,Camilla Yanushevsky,0.6413527919250944,female,CFRA Equity Research,"('TIF', '2019 q2')",0.0
41275,TJX,2019 q2,2550,0.6573166094884046,Camilla Yanushevsky,0.5061679916496611,female,CFRA Equity Research,"('TJX', '2019 q2')",0.0
41276,TSCO,2019 q2,2550,0.5490959278638601,Camilla Yanushevsky,0.4078301714239096,female,CFRA Equity Research,"('TSCO', '2019 q2')",0.0
41277,ULTA,2019 q2,2550,0.4074788932120169,Camilla Yanushevsky,0.3644290906755784,female,CFRA Equity Research,"('ULTA', '2019 q2')",0.0
41278,BBY,2019 q2,2550,0.6789626864031357,Mr. Joseph I. Feldman,0.3955599623995625,male,Telsey Advisory Group,"('BBY', '2019 q2')",0.038665829226374626
41279,DLTR,2019 q2,2550,0.4345598867374565,Mr. Joseph I. Feldman,0.1808834540584866,male,Telsey Advisory Group,"('DLTR', '2019 q2')",0.01877397485077381
41280,HD,2019 q2,2550,0.5370541200348078,Mr. Joseph I. Feldman,0.1498121771380623,male,Telsey Advisory Group,"('HD', '2019 q2')",0.0
41281,TSCO,2019 q2,2550,0.5490959278638601,Mr. Joseph I. Feldman,0.1692600873411231,male,Telsey Advisory Group,"('TSCO', '2019 q2')",0.0
41282,BBY,2019 q2,2550,0.6789626864031357,Mr. Peter J. Keith,0.3849978391082285,male,Piper Sandler Companies,"('BBY', '2019 q2')",0.0
41283,DG,2019 q2,2550,0.3858057763075123,Mr. Peter J. Keith,0.2802043235426373,male,Piper Sandler Companies,"('DG', '2019 q2')",0.0
41284,DLTR,2019 q2,2550,0.4345598867374565,Mr. Peter J. Keith,0.1297057384265758,male,Piper Sandler Companies,"('DLTR', '2019 q2')",0.007222931366413832
41285,HD,2019 q2,2550,0.5370541200348078,Mr. Peter J. Keith,0.4252399794713145,male,Piper Sandler Companies,"('HD', '2019 q2')",0.01959936072429021
41286,LOW,2019 q2,2550,0.5656099102261622,Mr. Peter J. Keith,0.3274088105553128,male,Piper Sandler Companies,"('LOW', '2019 q2')",0.0
41287,TSCO,2019 q2,2550,0.5490959278638601,Mr. Peter J. Keith,0.3204668246655126,male,Piper Sandler Companies,"('TSCO', '2019 q2')",0.0
41288,BKNG,2019 q2,2550,0.6428101555614624,"Mr. Kevin C. Kopelman, CFA",0.5249356132729467,male,Cowen and Company,"('BKNG', '2019 q2')",0.0
41289,EXPE,2019 q2,2550,0.4415052249590776,"Mr. Kevin C. Kopelman, CFA",0.1126606435651108,male,Cowen and Company,"('EXPE', '2019 q2')",0.010483132675290108
41290,BKNG,2019 q2,2550,0.6428101555614624,Mr. Dan Wasiolek,0.5711543188216143,male,"Morningstar, Inc.","('BKNG', '2019 q2')",0.0
41291,EXPE,2019 q2,2550,0.4415052249590776,Mr. Dan Wasiolek,0.5589489011814677,male,"Morningstar, Inc.","('EXPE', '2019 q2')",0.0
41292,BKNG,2019 q2,2550,0.6428101555614624,"Mr. Edward M. Woo, CFA",0.4698139874648995,male,Ascendiant Capital Markets,"('BKNG', '2019 q2')",0.0
41293,EXPE,2019 q2,2550,0.4415052249590776,"Mr. Edward M. Woo, CFA",0.145540274887243,male,Ascendiant Capital Markets,"('EXPE', '2019 q2')",0.0
41294,DG,2019 q2,2550,0.3858057763075123,"Robert F. Ohmes, CFA",0.2916443525277324,male,BofA Global Research,"('DG', '2019 q2')",0.0
41295,DLTR,2019 q2,2550,0.4345598867374565,"Robert F. Ohmes, CFA",0.1894147783930823,male,BofA Global Research,"('DLTR', '2019 q2')",0.0
41296,TGT,2019 q2,2550,0.7035742072058244,"Robert F. Ohmes, CFA",0.624107811535231,male,BofA Global Research,"('TGT', '2019 q2')",0.03333333507180214
41297,DG,2019 q2,2550,0.3858057763075123,Mr. Rupesh Parikh,0.1708993501435941,male,"Oppenheimer & Co., Inc.","('DG', '2019 q2')",0.0
41298,DLTR,2019 q2,2550,0.4345598867374565,Mr. Rupesh Parikh,0.2431747544541457,male,"Oppenheimer & Co., Inc.","('DLTR', '2019 q2')",0.01282405760139227
41299,ULTA,2019 q2,2550,0.4074788932120169,Mr. Rupesh Parikh,0.3384126421735572,male,"Oppenheimer & Co., Inc.","('ULTA', '2019 q2')",0.012126454152166843
41300,DG,2019 q2,2550,0.3858057763075123,"Mr. Michael D. Montani, CFA",0.2189161669421985,male,EVERCORE ISI,"('DG', '2019 q2')",0.0
41301,DLTR,2019 q2,2550,0.4345598867374565,"Mr. Michael D. Montani, CFA",0.6905167496127765,male,EVERCORE ISI,"('DLTR', '2019 q2')",0.03333333507180214
41302,DG,2019 q2,2550,0.3858057763075123,Mr. John E. Heinbockel,0.1788322908841258,male,Guggenheim Securities LLC,"('DG', '2019 q2')",0.0
41303,DLTR,2019 q2,2550,0.4345598867374565,Mr. John E. Heinbockel,0.0851039223491083,male,Guggenheim Securities LLC,"('DLTR', '2019 q2')",0.0
41304,DLTR,2019 q2,2550,0.4345598867374565,Ms. Judah C. Frommer,0.1983362479201123,female,Credit Suisse,"('DLTR', '2019 q2')",0.012327282379070917
41305,DLTR,2019 q2,2550,0.4345598867374565,Karen Short,0.57187025005925,female,Barclays,"('DLTR', '2019 q2')",0.016030536964535713
41306,LOW,2019 q2,2550,0.5656099102261622,Karen Short,0.3939118500522154,female,Barclays,"('LOW', '2019 q2')",0.0
41307,EBAY,2019 q2,2550,0.5312602701494069,William Kerr,0.1203424364358679,male,Cowen and Company,"('EBAY', '2019 q2')",0.0
41308,EBAY,2019 q2,2550,0.5312602701494069,Mr. Scott H. Kessler,0.7097764268141361,male,CFRA Equity Research,"('EBAY', '2019 q2')",0.0
41309,EBAY,2019 q2,2550,0.5312602701494069,Mr. Trevor Williams,0.3981157142863534,male,Jefferies,"('EBAY', '2019 q2')",0.0
41310,EBAY,2019 q2,2550,0.5312602701494069,Michael J. Olson,0.2271462878868026,male,Piper Sandler Companies,"('EBAY', '2019 q2')",0.0
41311,EXPE,2019 q2,2550,0.4415052249590776,Michael J. Olson,0.099618460403169,male,Piper Sandler Companies,"('EXPE', '2019 q2')",0.0
41312,EBAY,2019 q2,2550,0.5312602701494069,John Freeman,0.7118436850697893,male,CFRA Equity Research,"('EBAY', '2019 q2')",0.0
41313,EXPE,2019 q2,2550,0.4415052249590776,Naved Khan,0.2290123749789777,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2019 q2')",0.0
41314,EXPE,2019 q2,2550,0.4415052249590776,Mr. Jake A. Fuller,0.1687131494742689,male,Guggenheim Securities LLC,"('EXPE', '2019 q2')",0.010051380842924118
41315,EXPE,2019 q2,2550,0.4415052249590776,James Ratcliffe,0.4025124372679267,male,EVERCORE ISI,"('EXPE', '2019 q2')",0.0
41316,EXPE,2019 q2,2550,0.4415052249590776,Mr. Deepak Mathivanan,0.1640807507961061,male,Barclays,"('EXPE', '2019 q2')",0.0
41317,EXPE,2019 q2,2550,0.4415052249590776,"Mr. James L. Hardiman, CFA",0.2489993919959528,male,Wedbush Securities Inc.,"('EXPE', '2019 q2')",0.0
41318,EXPE,2019 q2,2550,0.4415052249590776,"Mr. Brian T. Nowak, CFA",0.3800832355098778,male,Morgan Stanley,"('EXPE', '2019 q2')",0.0
41319,GPS,2019 q2,2550,0.5950080561235851,"Lorraine C. Hutchinson, CFA",0.3526413061056886,female,BofA Global Research,"('GPS', '2019 q2')",0.0
41320,JWN,2019 q2,2550,0.563623452011619,"Lorraine C. Hutchinson, CFA",0.286751801985973,female,BofA Global Research,"('JWN', '2019 q2')",0.0
41321,KSS,2019 q2,2550,0.5722869948058192,"Lorraine C. Hutchinson, CFA",0.358362222028175,female,BofA Global Research,"('KSS', '2019 q2')",0.0
41322,LB,2019 q2,2550,0.5449634545540105,"Lorraine C. Hutchinson, CFA",0.3815922054460166,female,BofA Global Research,"('LB', '2019 q2')",0.0
41323,ROST,2019 q2,2550,0.4867471655705206,"Lorraine C. Hutchinson, CFA",0.2206893066538608,female,BofA Global Research,"('ROST', '2019 q2')",0.0
41324,TIF,2019 q2,2550,0.6034611078063201,"Lorraine C. Hutchinson, CFA",0.4693466206674507,female,BofA Global Research,"('TIF', '2019 q2')",0.0
41325,TJX,2019 q2,2550,0.6573166094884046,"Lorraine C. Hutchinson, CFA",0.3886596622141681,female,BofA Global Research,"('TJX', '2019 q2')",0.0
41326,GPS,2019 q2,2550,0.5950080561235851,"Mr. Oliver Chen, CFA",0.5212974995778762,male,Cowen and Company,"('GPS', '2019 q2')",0.0
41327,JWN,2019 q2,2550,0.563623452011619,"Mr. Oliver Chen, CFA",0.2629015895656881,male,Cowen and Company,"('JWN', '2019 q2')",0.014242756180465221
41328,KSS,2019 q2,2550,0.5722869948058192,"Mr. Oliver Chen, CFA",0.4677767542696964,male,Cowen and Company,"('KSS', '2019 q2')",0.0
41329,LB,2019 q2,2550,0.5449634545540105,"Mr. Oliver Chen, CFA",0.2120882573367694,male,Cowen and Company,"('LB', '2019 q2')",0.0
41330,GPS,2019 q2,2550,0.5950080561235851,Mr. Randal J. Konik,0.176089965019099,male,Jefferies,"('GPS', '2019 q2')",0.0
41331,KSS,2019 q2,2550,0.5722869948058192,Mr. Randal J. Konik,0.2319130296951351,male,Jefferies,"('KSS', '2019 q2')",0.0
41332,GPS,2019 q2,2550,0.5950080561235851,Adrienne Y. Yih,0.1631467625060895,female,Wolfe Research,"('GPS', '2019 q2')",0.015751831233501434
41333,JWN,2019 q2,2550,0.563623452011619,Adrienne Y. Yih,0.1417873473545889,female,Wolfe Research,"('JWN', '2019 q2')",0.013222089037299156
41334,LB,2019 q2,2550,0.5449634545540105,Adrienne Y. Yih,0.2092777029467785,female,Wolfe Research,"('LB', '2019 q2')",0.01859716698527336
41335,ROST,2019 q2,2550,0.4867471655705206,Adrienne Y. Yih,0.1590702569247266,female,Wolfe Research,"('ROST', '2019 q2')",0.0
41336,TJX,2019 q2,2550,0.6573166094884046,Adrienne Y. Yih,0.266670481926342,female,Wolfe Research,"('TJX', '2019 q2')",0.0
41337,ULTA,2019 q2,2550,0.4074788932120169,Adrienne Y. Yih,0.1535576976556768,female,Wolfe Research,"('ULTA', '2019 q2')",0.010659778490662575
41338,GPS,2019 q2,2550,0.5950080561235851,"Ms. Jaime M. M. Katz, CFA",0.8481809784958815,female,"Morningstar, Inc.","('GPS', '2019 q2')",0.0
41339,HD,2019 q2,2550,0.5370541200348078,"Ms. Jaime M. M. Katz, CFA",0.7521597233963655,female,"Morningstar, Inc.","('HD', '2019 q2')",0.0
41340,LB,2019 q2,2550,0.5449634545540105,"Ms. Jaime M. M. Katz, CFA",0.5446941156420102,female,"Morningstar, Inc.","('LB', '2019 q2')",0.007658958435058594
41341,LOW,2019 q2,2550,0.5656099102261622,"Ms. Jaime M. M. Katz, CFA",0.76756581310992,female,"Morningstar, Inc.","('LOW', '2019 q2')",0.0
41342,TSCO,2019 q2,2550,0.5490959278638601,"Ms. Jaime M. M. Katz, CFA",0.5597263461705311,female,"Morningstar, Inc.","('TSCO', '2019 q2')",0.0
41343,GPS,2019 q2,2550,0.5950080561235851,"Paul E. Trussell, CFA",0.299099200914371,male,Deutsche Bank,"('GPS', '2019 q2')",0.0
41344,JWN,2019 q2,2550,0.563623452011619,"Paul E. Trussell, CFA",0.7832692277281005,male,Deutsche Bank,"('JWN', '2019 q2')",0.0
41345,GPS,2019 q2,2550,0.5950080561235851,Ms. Dana L. Telsey,0.325284819515298,female,Telsey Advisory Group,"('GPS', '2019 q2')",0.0
41346,JWN,2019 q2,2550,0.563623452011619,Ms. Dana L. Telsey,0.1680882507715546,female,Telsey Advisory Group,"('JWN', '2019 q2')",0.014650717377662659
41347,LB,2019 q2,2550,0.5449634545540105,Ms. Dana L. Telsey,0.3278815043796626,female,Telsey Advisory Group,"('LB', '2019 q2')",0.03188864886760712
41348,TIF,2019 q2,2550,0.6034611078063201,Ms. Dana L. Telsey,0.2038014202806757,female,Telsey Advisory Group,"('TIF', '2019 q2')",0.0
41349,ULTA,2019 q2,2550,0.4074788932120169,Ms. Dana L. Telsey,0.5400236645168287,female,Telsey Advisory Group,"('ULTA', '2019 q2')",0.0
41350,GPS,2019 q2,2550,0.5950080561235851,Kate Fitzsimons,0.2136906262373013,female,RBC Capital Markets,"('GPS', '2019 q2')",0.0
41351,LB,2019 q2,2550,0.5449634545540105,Kate Fitzsimons,0.1661761622400344,female,RBC Capital Markets,"('LB', '2019 q2')",0.0
41352,GPS,2019 q2,2550,0.5950080561235851,Mr. Omar R. Saad,0.5610996244466542,male,EVERCORE ISI,"('GPS', '2019 q2')",0.048278700560331345
41353,JWN,2019 q2,2550,0.563623452011619,Mr. Omar R. Saad,0.2868383357961771,male,EVERCORE ISI,"('JWN', '2019 q2')",0.0
41354,KSS,2019 q2,2550,0.5722869948058192,Mr. Omar R. Saad,0.4211220912474467,male,EVERCORE ISI,"('KSS', '2019 q2')",0.02951631136238575
41355,LB,2019 q2,2550,0.5449634545540105,Mr. Omar R. Saad,0.385605633571225,male,EVERCORE ISI,"('LB', '2019 q2')",0.0299404114484787
41356,ROST,2019 q2,2550,0.4867471655705206,Mr. Omar R. Saad,0.6944859222425482,male,EVERCORE ISI,"('ROST', '2019 q2')",0.03333333507180214
41357,TIF,2019 q2,2550,0.6034611078063201,Mr. Omar R. Saad,0.5208053512349435,male,EVERCORE ISI,"('TIF', '2019 q2')",0.041332557797431946
41358,ULTA,2019 q2,2550,0.4074788932120169,Mr. Omar R. Saad,0.3374150252535522,male,EVERCORE ISI,"('ULTA', '2019 q2')",0.04415315017104149
41359,GPS,2019 q2,2550,0.5950080561235851,Mr. Michael C. Binetti,0.3542735044657406,male,Credit Suisse,"('GPS', '2019 q2')",0.0
41360,JWN,2019 q2,2550,0.563623452011619,Mr. Michael C. Binetti,0.3057841924260206,male,Credit Suisse,"('JWN', '2019 q2')",0.0
41361,LB,2019 q2,2550,0.5449634545540105,Mr. Michael C. Binetti,0.349194473032853,male,Credit Suisse,"('LB', '2019 q2')",0.0
41362,ROST,2019 q2,2550,0.4867471655705206,Mr. Michael C. Binetti,0.4013074631893123,male,Credit Suisse,"('ROST', '2019 q2')",0.0
41363,TIF,2019 q2,2550,0.6034611078063201,Mr. Michael C. Binetti,0.5201216366669223,male,Credit Suisse,"('TIF', '2019 q2')",0.0
41364,TJX,2019 q2,2550,0.6573166094884046,Mr. Michael C. Binetti,0.4201096021147532,male,Credit Suisse,"('TJX', '2019 q2')",0.0
41365,HD,2019 q2,2550,0.5370541200348078,Matthew J. McClintock,0.2129064631262134,male,Barclays,"('HD', '2019 q2')",0.0
41366,TGT,2019 q2,2550,0.7035742072058244,Matthew J. McClintock,0.422464536859597,male,Barclays,"('TGT', '2019 q2')",0.013337098993360996
41367,TSCO,2019 q2,2550,0.5490959278638601,Matthew J. McClintock,0.2348281643907933,male,Barclays,"('TSCO', '2019 q2')",0.0
41368,HD,2019 q2,2550,0.5370541200348078,"Mr. Steven Forbes, CPA",0.3074533689368337,male,Guggenheim Securities LLC,"('HD', '2019 q2')",0.0
41369,LOW,2019 q2,2550,0.5656099102261622,"Mr. Steven Forbes, CPA",0.2363104122092539,male,Guggenheim Securities LLC,"('LOW', '2019 q2')",0.0
41370,TSCO,2019 q2,2550,0.5490959278638601,"Mr. Steven Forbes, CPA",0.0959155683256188,male,Guggenheim Securities LLC,"('TSCO', '2019 q2')",0.0
41371,ULTA,2019 q2,2550,0.4074788932120169,"Mr. Steven Forbes, CPA",0.1777558492054152,male,Guggenheim Securities LLC,"('ULTA', '2019 q2')",0.0
41372,HD,2019 q2,2550,0.5370541200348078,Keith B. Hughes,0.2409169173848384,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2019 q2')",0.0
41373,LOW,2019 q2,2550,0.5656099102261622,Keith B. Hughes,0.2285967915531181,male,SunTrust Robinson Humphrey Capital Markets,"('LOW', '2019 q2')",0.0
41374,HD,2019 q2,2550,0.5370541200348078,"Mr. Seth M. Basham, CFA",0.2310125019691929,male,Wedbush Securities Inc.,"('HD', '2019 q2')",0.0
41375,KMX,2019 q2,2550,0.5258342521555086,"Mr. Seth M. Basham, CFA",0.2996881598141157,male,Wedbush Securities Inc.,"('KMX', '2019 q2')",0.0037670241047938666
41376,HD,2019 q2,2550,0.5370541200348078,Mike Baker,0.8563915493841734,male,Deutsche Bank,"('HD', '2019 q2')",0.0
41377,ORLY,2019 q2,2550,0.6551554575974322,Mike Baker,0.934739148495601,male,Deutsche Bank,"('ORLY', '2019 q2')",0.0
41378,TSCO,2019 q2,2550,0.5490959278638601,Mike Baker,0.8221735523416407,male,Deutsche Bank,"('TSCO', '2019 q2')",0.0038743196055293083
41379,HD,2019 q2,2550,0.5370541200348078,"Mr. Kenneth M. Leon, CPA",0.62620543081502,male,CFRA Equity Research,"('HD', '2019 q2')",0.0
41380,LOW,2019 q2,2550,0.5656099102261622,"Mr. Kenneth M. Leon, CPA",0.7348767610229082,male,CFRA Equity Research,"('LOW', '2019 q2')",0.0
41381,JWN,2019 q2,2550,0.563623452011619,David Swartz,0.3998554068672587,male,"Morningstar, Inc.","('JWN', '2019 q2')",0.0
41382,KSS,2019 q2,2550,0.5722869948058192,David Swartz,0.5169021489962842,male,"Morningstar, Inc.","('KSS', '2019 q2')",0.013333334028720856
41383,JWN,2019 q2,2550,0.563623452011619,Erinn E. Murphy,0.4732374110043656,female,Piper Sandler Companies,"('JWN', '2019 q2')",0.0057794926688075066
41384,KSS,2019 q2,2550,0.5722869948058192,Erinn E. Murphy,0.4231110007954238,female,Piper Sandler Companies,"('KSS', '2019 q2')",0.0
41385,ULTA,2019 q2,2550,0.4074788932120169,Erinn E. Murphy,0.2844378902486562,female,Piper Sandler Companies,"('ULTA', '2019 q2')",0.0
41386,KMX,2019 q2,2550,0.5258342521555086,"Mr. Rick Nelson, CFA",0.3442643103528168,male,Stephens Inc.,"('KMX', '2019 q2')",0.0
41387,KMX,2019 q2,2550,0.5258342521555086,Mr. David Whiston,0.7144659811541422,male,"Morningstar, Inc.","('KMX', '2019 q2')",0.0
41388,KMX,2019 q2,2550,0.5258342521555086,"Ms. Sharon M. Zackfia, CFA",0.3762840794451464,female,William Blair & Company,"('KMX', '2019 q2')",0.0
41389,KMX,2019 q2,2550,0.5258342521555086,Mr. Armintas Sinkevicius,0.2048158563202349,male,Morgan Stanley,"('KMX', '2019 q2')",0.027435326017439365
41390,KMX,2019 q2,2550,0.5258342521555086,Ryan Preclaw,0.5594552782635727,male,Barclays,"('KMX', '2019 q2')",0.05005735158920288
41391,KMX,2019 q2,2550,0.5258342521555086,Glenn E. Chin,0.3735352773240726,male,The Buckingham Research Group,"('KMX', '2019 q2')",0.02983345277607441
41392,KMX,2019 q2,2550,0.5258342521555086,Mr. John Healy,0.2326980053084277,male,Northcoast Research,"('KMX', '2019 q2')",0.0245231402417024
41393,LKQ,2019 q2,2550,0.5291146583961193,Mr. John Healy,0.2590365632355253,male,Northcoast Research,"('LKQ', '2019 q2')",0.0
41394,KMX,2019 q2,2550,0.5258342521555086,"Mr. John J. Murphy, CFA",0.4632598663684581,male,BofA Global Research,"('KMX', '2019 q2')",0.013809969648718834
41395,LB,2019 q2,2550,0.5449634545540105,"Ms. Roxanne F. Meyer, CFA",0.5243845927332876,female,MKM Partners,"('LB', '2019 q2')",0.052897900342941284
41396,ROST,2019 q2,2550,0.4867471655705206,"Ms. Roxanne F. Meyer, CFA",0.4293420768194293,female,MKM Partners,"('ROST', '2019 q2')",0.0
41397,TJX,2019 q2,2550,0.6573166094884046,"Ms. Roxanne F. Meyer, CFA",0.4660407086229031,female,MKM Partners,"('TJX', '2019 q2')",0.0
41398,LKQ,2019 q2,2550,0.5291146583961193,Mr. Scott L. Pope,0.6550961586659926,male,"Morningstar, Inc.","('LKQ', '2019 q2')",0.022222223381201427
41399,LKQ,2019 q2,2550,0.5291146583961193,Ms. Stephanie Benjamin,0.1909659743818541,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2019 q2')",0.010296140797436237
41400,LKQ,2019 q2,2550,0.5291146583961193,Gary Prestopino,0.4267703253288317,male,Barrington Research Associates,"('LKQ', '2019 q2')",0.0
41401,LKQ,2019 q2,2550,0.5291146583961193,"Elliott L. Schlang, CFA",0.2427944815890603,male,Great Lakes/Wellington Shields,"('LKQ', '2019 q2')",0.0053685251623392105
41402,LOW,2019 q2,2550,0.5656099102261622,"Mr. Simeon Gutman, CFA",0.5079821219685903,male,Morgan Stanley,"('LOW', '2019 q2')",0.0
41403,TGT,2019 q2,2550,0.7035742072058244,"Mr. Simeon Gutman, CFA",0.8963690271224496,male,Morgan Stanley,"('TGT', '2019 q2')",0.0
41404,TSCO,2019 q2,2550,0.5490959278638601,"Mr. Simeon Gutman, CFA",0.4087902228975608,male,Morgan Stanley,"('TSCO', '2019 q2')",0.0
41405,ROST,2019 q2,2550,0.4867471655705206,"Mr. John D. Kernan, CFA",0.1559522662423749,male,Cowen and Company,"('ROST', '2019 q2')",0.0
41406,TJX,2019 q2,2550,0.6573166094884046,"Mr. John D. Kernan, CFA",0.592975788732634,male,Cowen and Company,"('TJX', '2019 q2')",0.0
41407,TIF,2019 q2,2550,0.6034611078063201,Fr. Jelena Sokolova,0.7027957110097246,female,"Morningstar, Inc.","('TIF', '2019 q2')",0.005070666316896677
41408,TIF,2019 q2,2550,0.6034611078063201,Sig.ra Francesca Dipasquantonio,0.8898651930597558,female,Deutsche Bank,"('TIF', '2019 q2')",0.0
41409,TIF,2019 q2,2550,0.6034611078063201,Mr. Erwan Rambourg,0.1798421879364563,male,HSBC,"('TIF', '2019 q2')",0.027315780520439148
41410,AAP,2019 q3,2550,0.557528318416621,Mr. Ali-Ahmad Faghri,0.4016966753423522,male,Guggenheim Securities LLC,"('AAP', '2019 q3')",0.0
41411,AZO,2019 q3,2550,0.6231905465056127,Mr. Ali-Ahmad Faghri,0.4827700723436439,male,Guggenheim Securities LLC,"('AZO', '2019 q3')",0.0
41412,GPC,2019 q3,2550,0.6191398942723527,Mr. Ali-Ahmad Faghri,0.4933174504395149,male,Guggenheim Securities LLC,"('GPC', '2019 q3')",0.0
41413,KMX,2019 q3,2550,0.5438843175386955,Mr. Ali-Ahmad Faghri,0.3869602985572089,male,Guggenheim Securities LLC,"('KMX', '2019 q3')",0.0
41414,LKQ,2019 q3,2550,0.5236169398179629,Mr. Ali-Ahmad Faghri,0.4264262419856087,male,Guggenheim Securities LLC,"('LKQ', '2019 q3')",0.0
41415,ORLY,2019 q3,2550,0.6667939265076881,Mr. Ali-Ahmad Faghri,0.4309517245338323,male,Guggenheim Securities LLC,"('ORLY', '2019 q3')",0.014009950682520866
41416,AAP,2019 q3,2550,0.557528318416621,Garrett Nelson,0.6705280157866975,male,CFRA Equity Research,"('AAP', '2019 q3')",0.0
41417,AZO,2019 q3,2550,0.6231905465056127,Garrett Nelson,0.6761618385733046,male,CFRA Equity Research,"('AZO', '2019 q3')",0.0
41418,GPC,2019 q3,2550,0.6191398942723527,Garrett Nelson,0.6634073264873347,male,CFRA Equity Research,"('GPC', '2019 q3')",0.0
41419,KMX,2019 q3,2550,0.5438843175386955,Garrett Nelson,0.637461512693997,male,CFRA Equity Research,"('KMX', '2019 q3')",0.0
41420,LKQ,2019 q3,2550,0.5236169398179629,Garrett Nelson,0.7561169020856415,male,CFRA Equity Research,"('LKQ', '2019 q3')",0.0
41421,ORLY,2019 q3,2550,0.6667939265076881,Garrett Nelson,0.6594098433787198,male,CFRA Equity Research,"('ORLY', '2019 q3')",0.0
41422,TGT,2019 q3,2550,0.5808844846340244,Garrett Nelson,0.5668814563356585,male,CFRA Equity Research,"('TGT', '2019 q3')",0.0
41423,AAP,2019 q3,2550,0.557528318416621,"Mr. Bret D. Jordan, CFA, CFA",0.4558331024013565,male,Jefferies,"('AAP', '2019 q3')",0.005245953798294067
41424,AZO,2019 q3,2550,0.6231905465056127,"Mr. Bret D. Jordan, CFA, CFA",0.5986686410884603,male,Jefferies,"('AZO', '2019 q3')",0.03333333507180214
41425,GPC,2019 q3,2550,0.6191398942723527,"Mr. Bret D. Jordan, CFA, CFA",0.4298141250550236,male,Jefferies,"('GPC', '2019 q3')",0.0
41426,LKQ,2019 q3,2550,0.5236169398179629,"Mr. Bret D. Jordan, CFA, CFA",0.298465191084339,male,Jefferies,"('LKQ', '2019 q3')",0.0
41427,ORLY,2019 q3,2550,0.6667939265076881,"Mr. Bret D. Jordan, CFA, CFA",0.3888413531526751,male,Jefferies,"('ORLY', '2019 q3')",0.0
41428,AAP,2019 q3,2550,0.557528318416621,"Mr. Simeon Gutman, CFA",0.2881867032002274,male,Morgan Stanley,"('AAP', '2019 q3')",0.0
41429,AZO,2019 q3,2550,0.6231905465056127,"Mr. Simeon Gutman, CFA",0.3974385042700743,male,Morgan Stanley,"('AZO', '2019 q3')",0.0
41430,BBY,2019 q3,2550,0.5771370283034996,"Mr. Simeon Gutman, CFA",0.8136335371546068,male,Morgan Stanley,"('BBY', '2019 q3')",0.0
41431,ORLY,2019 q3,2550,0.6667939265076881,"Mr. Simeon Gutman, CFA",0.7948844396687625,male,Morgan Stanley,"('ORLY', '2019 q3')",0.0
41432,TGT,2019 q3,2550,0.5808844846340244,"Mr. Simeon Gutman, CFA",0.4187072142811995,male,Morgan Stanley,"('TGT', '2019 q3')",0.0
41433,TSCO,2019 q3,2550,0.4818695254783046,"Mr. Simeon Gutman, CFA",0.4171264718032202,male,Morgan Stanley,"('TSCO', '2019 q3')",0.0
41434,ULTA,2019 q3,2550,0.4441507646623245,"Mr. Simeon Gutman, CFA",0.2825629093167477,male,Morgan Stanley,"('ULTA', '2019 q3')",0.0
41435,AAP,2019 q3,2550,0.557528318416621,Greg Melich,0.3446316451628966,male,EVERCORE ISI,"('AAP', '2019 q3')",0.01685476427276929
41436,AZO,2019 q3,2550,0.6231905465056127,Greg Melich,0.3055606046042858,male,EVERCORE ISI,"('AZO', '2019 q3')",0.0
41437,DG,2019 q3,2550,0.4552592038305106,Greg Melich,0.1861964895556792,male,EVERCORE ISI,"('DG', '2019 q3')",0.0
41438,GPC,2019 q3,2550,0.6191398942723527,Greg Melich,0.3997602936562472,male,EVERCORE ISI,"('GPC', '2019 q3')",0.0
41439,TGT,2019 q3,2550,0.5808844846340244,Greg Melich,0.2793879093457825,male,EVERCORE ISI,"('TGT', '2019 q3')",0.0
41440,AAP,2019 q3,2550,0.557528318416621,Mr. Seth I. Sigman,0.281138134204032,male,Credit Suisse,"('AAP', '2019 q3')",0.0
41441,HD,2019 q3,2550,0.4683395344997126,Mr. Seth I. Sigman,0.3153928188239931,male,Credit Suisse,"('HD', '2019 q3')",0.007872655987739563
41442,ORLY,2019 q3,2550,0.6667939265076881,Mr. Seth I. Sigman,0.5026616087322818,male,Credit Suisse,"('ORLY', '2019 q3')",0.0
41443,TGT,2019 q3,2550,0.5808844846340244,Mr. Seth I. Sigman,0.2733056379990213,male,Credit Suisse,"('TGT', '2019 q3')",0.0
41444,AAP,2019 q3,2550,0.557528318416621,Ms. Elizabeth L G. Suzuki,0.6108831141746257,female,BofA Global Research,"('AAP', '2019 q3')",0.03333333507180214
41445,GPC,2019 q3,2550,0.6191398942723527,Ms. Elizabeth L G. Suzuki,0.6500690125966151,female,BofA Global Research,"('GPC', '2019 q3')",0.03333333507180214
41446,HD,2019 q3,2550,0.4683395344997126,Ms. Elizabeth L G. Suzuki,0.3593992103505678,female,BofA Global Research,"('HD', '2019 q3')",0.035764994099736214
41447,ORLY,2019 q3,2550,0.6667939265076881,Ms. Elizabeth L G. Suzuki,0.356734826699516,female,BofA Global Research,"('ORLY', '2019 q3')",0.0
41448,TSCO,2019 q3,2550,0.4818695254783046,Ms. Elizabeth L G. Suzuki,0.3423836642802185,female,BofA Global Research,"('TSCO', '2019 q3')",0.0
41449,AAP,2019 q3,2550,0.557528318416621,"Chris Bottiglieri, CPA",0.2081791564972561,male,Wolfe Research,"('AAP', '2019 q3')",0.0
41450,AZO,2019 q3,2550,0.6231905465056127,"Chris Bottiglieri, CPA",0.4148471891615451,male,Wolfe Research,"('AZO', '2019 q3')",0.0
41451,GPC,2019 q3,2550,0.6191398942723527,"Chris Bottiglieri, CPA",0.4077159453320372,male,Wolfe Research,"('GPC', '2019 q3')",0.0
41452,KMX,2019 q3,2550,0.5438843175386955,"Chris Bottiglieri, CPA",0.3373718671142665,male,Wolfe Research,"('KMX', '2019 q3')",0.0
41453,LKQ,2019 q3,2550,0.5236169398179629,"Chris Bottiglieri, CPA",0.4365012663005709,male,Wolfe Research,"('LKQ', '2019 q3')",0.005219571758061647
41454,ORLY,2019 q3,2550,0.6667939265076881,"Chris Bottiglieri, CPA",0.4043449027843786,male,Wolfe Research,"('ORLY', '2019 q3')",0.014406338334083557
41455,AAP,2019 q3,2550,0.557528318416621,Daniel H. Hofkin,0.3261792043517332,male,William Blair & Company,"('AAP', '2019 q3')",0.0
41456,AAP,2019 q3,2550,0.557528318416621,Zain Akbari,0.7248201881868522,male,"Morningstar, Inc.","('AAP', '2019 q3')",0.0
41457,AZO,2019 q3,2550,0.6231905465056127,Zain Akbari,0.8964872622554344,male,"Morningstar, Inc.","('AZO', '2019 q3')",0.0
41458,DG,2019 q3,2550,0.4552592038305106,Zain Akbari,0.558024703662557,male,"Morningstar, Inc.","('DG', '2019 q3')",0.0
41459,DLTR,2019 q3,2550,0.5468334902633448,Zain Akbari,0.649778219943621,male,"Morningstar, Inc.","('DLTR', '2019 q3')",0.0
41460,GPC,2019 q3,2550,0.6191398942723527,Zain Akbari,0.6535875448483381,male,"Morningstar, Inc.","('GPC', '2019 q3')",0.0
41461,ORLY,2019 q3,2550,0.6667939265076881,Zain Akbari,0.914331677146095,male,"Morningstar, Inc.","('ORLY', '2019 q3')",0.022339637391269207
41462,ROST,2019 q3,2550,0.5539372938848144,Zain Akbari,0.7710897259466669,male,"Morningstar, Inc.","('ROST', '2019 q3')",0.0
41463,TGT,2019 q3,2550,0.5808844846340244,Zain Akbari,0.6609515495463244,male,"Morningstar, Inc.","('TGT', '2019 q3')",0.011111111690600714
41464,TJX,2019 q3,2550,0.729775992216194,Zain Akbari,0.6198205033389346,male,"Morningstar, Inc.","('TJX', '2019 q3')",0.0
41465,AAP,2019 q3,2550,0.557528318416621,"Scot Ciccarelli, CFA",0.2806521625219983,male,RBC Capital Markets,"('AAP', '2019 q3')",0.0
41466,AZO,2019 q3,2550,0.6231905465056127,"Scot Ciccarelli, CFA",0.3017012095936547,male,RBC Capital Markets,"('AZO', '2019 q3')",0.0
41467,BBY,2019 q3,2550,0.5771370283034996,"Scot Ciccarelli, CFA",0.3709252072234713,male,RBC Capital Markets,"('BBY', '2019 q3')",0.016953375190496445
41468,DG,2019 q3,2550,0.4552592038305106,"Scot Ciccarelli, CFA",0.6638574615442703,male,RBC Capital Markets,"('DG', '2019 q3')",0.03333333507180214
41469,DLTR,2019 q3,2550,0.5468334902633448,"Scot Ciccarelli, CFA",0.2098576302285776,male,RBC Capital Markets,"('DLTR', '2019 q3')",0.0
41470,GPC,2019 q3,2550,0.6191398942723527,"Scot Ciccarelli, CFA",0.2769908584059413,male,RBC Capital Markets,"('GPC', '2019 q3')",0.0
41471,HD,2019 q3,2550,0.4683395344997126,"Scot Ciccarelli, CFA",0.2859990035353073,male,RBC Capital Markets,"('HD', '2019 q3')",0.0
41472,KMX,2019 q3,2550,0.5438843175386955,"Scot Ciccarelli, CFA",0.5766075492461709,male,RBC Capital Markets,"('KMX', '2019 q3')",0.03333333507180214
41473,LOW,2019 q3,2550,0.6240456040173961,"Scot Ciccarelli, CFA",0.386109466752963,male,RBC Capital Markets,"('LOW', '2019 q3')",0.0
41474,ORLY,2019 q3,2550,0.6667939265076881,"Scot Ciccarelli, CFA",0.3374642845170355,male,RBC Capital Markets,"('ORLY', '2019 q3')",0.005942429415881634
41475,TSCO,2019 q3,2550,0.4818695254783046,"Scot Ciccarelli, CFA",0.1745355848133516,male,RBC Capital Markets,"('TSCO', '2019 q3')",0.0
41476,AAP,2019 q3,2550,0.557528318416621,"Brian W. Nagel, CFA",0.3403770243374032,male,"Oppenheimer & Co., Inc.","('AAP', '2019 q3')",0.016102652996778488
41477,BBY,2019 q3,2550,0.5771370283034996,"Brian W. Nagel, CFA",0.1615430808523504,male,"Oppenheimer & Co., Inc.","('BBY', '2019 q3')",0.0
41478,HD,2019 q3,2550,0.4683395344997126,"Brian W. Nagel, CFA",0.0965070463625971,male,"Oppenheimer & Co., Inc.","('HD', '2019 q3')",0.0
41479,KMX,2019 q3,2550,0.5438843175386955,"Brian W. Nagel, CFA",0.2421293612090465,male,"Oppenheimer & Co., Inc.","('KMX', '2019 q3')",0.0
41480,TIF,2019 q3,2550,0.567311603157513,"Brian W. Nagel, CFA",0.2115799843588087,male,"Oppenheimer & Co., Inc.","('TIF', '2019 q3')",0.0
41481,TSCO,2019 q3,2550,0.4818695254783046,"Brian W. Nagel, CFA",0.2517137260860657,male,"Oppenheimer & Co., Inc.","('TSCO', '2019 q3')",0.021445807069540024
41482,AAP,2019 q3,2550,0.557528318416621,"Mr. Seth M. Basham, CFA",0.2270739196818144,male,Wedbush Securities Inc.,"('AAP', '2019 q3')",0.0
41483,AZO,2019 q3,2550,0.6231905465056127,"Mr. Seth M. Basham, CFA",0.3583427079995167,male,Wedbush Securities Inc.,"('AZO', '2019 q3')",0.0
41484,HD,2019 q3,2550,0.4683395344997126,"Mr. Seth M. Basham, CFA",0.3212966601771703,male,Wedbush Securities Inc.,"('HD', '2019 q3')",0.0
41485,KMX,2019 q3,2550,0.5438843175386955,"Mr. Seth M. Basham, CFA",0.3144036938091116,male,Wedbush Securities Inc.,"('KMX', '2019 q3')",0.0
41486,TSCO,2019 q3,2550,0.4818695254783046,"Mr. Seth M. Basham, CFA",0.2218152061774022,male,Wedbush Securities Inc.,"('TSCO', '2019 q3')",0.0
41487,AMZN,2019 q3,2550,0.5530545199991888,Mr. Joseph I. Feldman,0.1767795152897512,male,Telsey Advisory Group,"('AMZN', '2019 q3')",0.0
41488,BBY,2019 q3,2550,0.5771370283034996,Mr. Joseph I. Feldman,0.2834505721198652,male,Telsey Advisory Group,"('BBY', '2019 q3')",0.03432557079941034
41489,DG,2019 q3,2550,0.4552592038305106,Mr. Joseph I. Feldman,0.3681014620554861,male,Telsey Advisory Group,"('DG', '2019 q3')",0.0
41490,DLTR,2019 q3,2550,0.5468334902633448,Mr. Joseph I. Feldman,0.2106688709981024,male,Telsey Advisory Group,"('DLTR', '2019 q3')",0.01202605850994587
41491,HD,2019 q3,2550,0.4683395344997126,Mr. Joseph I. Feldman,0.1618355838523784,male,Telsey Advisory Group,"('HD', '2019 q3')",0.016553804278373718
41492,LOW,2019 q3,2550,0.6240456040173961,Mr. Joseph I. Feldman,0.2857148797755132,male,Telsey Advisory Group,"('LOW', '2019 q3')",0.0
41493,TGT,2019 q3,2550,0.5808844846340244,Mr. Joseph I. Feldman,0.1985696799765844,male,Telsey Advisory Group,"('TGT', '2019 q3')",0.0
41494,TSCO,2019 q3,2550,0.4818695254783046,Mr. Joseph I. Feldman,0.1906718362218306,male,Telsey Advisory Group,"('TSCO', '2019 q3')",0.0
41495,AMZN,2019 q3,2550,0.5530545199991888,"Tuna N. Amobi, CFA",0.5275191824357394,male,CFRA Equity Research,"('AMZN', '2019 q3')",0.0
41496,BKNG,2019 q3,2550,0.6133345186924382,"Tuna N. Amobi, CFA",0.6997269850451914,male,CFRA Equity Research,"('BKNG', '2019 q3')",0.0
41497,EXPE,2019 q3,2550,0.4177666159738422,"Tuna N. Amobi, CFA",0.7323044565209941,male,CFRA Equity Research,"('EXPE', '2019 q3')",0.0
41498,AMZN,2019 q3,2550,0.5530545199991888,Mr. Mark S. Mahaney,0.1551316111319542,male,RBC Capital Markets,"('AMZN', '2019 q3')",0.0
41499,BKNG,2019 q3,2550,0.6133345186924382,Mr. Mark S. Mahaney,0.4338984326404868,male,RBC Capital Markets,"('BKNG', '2019 q3')",0.0
41500,EBAY,2019 q3,2550,0.591038206934142,Mr. Mark S. Mahaney,0.1718744603416893,male,RBC Capital Markets,"('EBAY', '2019 q3')",0.0
41501,EXPE,2019 q3,2550,0.4177666159738422,Mr. Mark S. Mahaney,0.0916315676657166,male,RBC Capital Markets,"('EXPE', '2019 q3')",0.01092460472136736
41502,AMZN,2019 q3,2550,0.5530545199991888,"Mr. Shyam Patil, CFA",0.152243757444984,male,Susquehanna Financial Group LLLP,"('AMZN', '2019 q3')",0.0
41503,EBAY,2019 q3,2550,0.591038206934142,"Mr. Shyam Patil, CFA",0.2981882995035493,male,Susquehanna Financial Group LLLP,"('EBAY', '2019 q3')",0.02961566671729088
41504,EXPE,2019 q3,2550,0.4177666159738422,"Mr. Shyam Patil, CFA",0.1705954797037193,male,Susquehanna Financial Group LLLP,"('EXPE', '2019 q3')",0.0
41505,AMZN,2019 q3,2550,0.5530545199991888,Mr. Stephen D. Ju,0.3515654704514504,male,Credit Suisse,"('AMZN', '2019 q3')",0.0
41506,BKNG,2019 q3,2550,0.6133345186924382,Mr. Stephen D. Ju,0.5633760965611606,male,Credit Suisse,"('BKNG', '2019 q3')",0.0
41507,AMZN,2019 q3,2550,0.5530545199991888,Mr. Rohit Kulkarni,0.4922732205121697,male,MKM Partners,"('AMZN', '2019 q3')",0.024342194199562073
41508,AMZN,2019 q3,2550,0.5530545199991888,"Mr. Brian T. Nowak, CFA",0.3904080439505554,male,Morgan Stanley,"('AMZN', '2019 q3')",0.0
41509,EBAY,2019 q3,2550,0.591038206934142,"Mr. Brian T. Nowak, CFA",0.4054436106984778,male,Morgan Stanley,"('EBAY', '2019 q3')",0.0
41510,EXPE,2019 q3,2550,0.4177666159738422,"Mr. Brian T. Nowak, CFA",0.4545109126940737,male,Morgan Stanley,"('EXPE', '2019 q3')",0.0
41511,AMZN,2019 q3,2550,0.5530545199991888,Mr. James E. Faucette,0.6373688436419662,male,Morgan Stanley,"('AMZN', '2019 q3')",0.0
41512,AMZN,2019 q3,2550,0.5530545199991888,Mr. Lee Horowitz,0.7482790908820078,male,EVERCORE ISI,"('AMZN', '2019 q3')",0.01666666753590107
41513,EBAY,2019 q3,2550,0.591038206934142,Mr. Lee Horowitz,0.2018902076938686,male,EVERCORE ISI,"('EBAY', '2019 q3')",0.0
41514,EXPE,2019 q3,2550,0.4177666159738422,Mr. Lee Horowitz,0.4767662227015712,male,EVERCORE ISI,"('EXPE', '2019 q3')",0.0
41515,AMZN,2019 q3,2550,0.5530545199991888,Justin Post,0.088593151099972,male,BofA Global Research,"('AMZN', '2019 q3')",0.0
41516,EBAY,2019 q3,2550,0.591038206934142,Justin Post,0.1988480522017286,male,BofA Global Research,"('EBAY', '2019 q3')",0.0
41517,EXPE,2019 q3,2550,0.4177666159738422,Justin Post,0.1414224270667739,male,BofA Global Research,"('EXPE', '2019 q3')",0.0
41518,AMZN,2019 q3,2550,0.5530545199991888,Ravi Shanker,0.7803046498825288,male,Morgan Stanley,"('AMZN', '2019 q3')",0.0
41519,AMZN,2019 q3,2550,0.5530545199991888,Mr. Michael C. Binetti,0.8098937813323998,male,Credit Suisse,"('AMZN', '2019 q3')",0.0
41520,GPS,2019 q3,2550,0.4392677303072273,Mr. Michael C. Binetti,0.3227389403438387,male,Credit Suisse,"('GPS', '2019 q3')",0.0
41521,JWN,2019 q3,2550,0.4196490018068378,Mr. Michael C. Binetti,0.2351342540631308,male,Credit Suisse,"('JWN', '2019 q3')",0.0
41522,LB,2019 q3,2550,0.5314101292700606,Mr. Michael C. Binetti,0.3879047804031293,male,Credit Suisse,"('LB', '2019 q3')",0.0
41523,ROST,2019 q3,2550,0.5539372938848144,Mr. Michael C. Binetti,0.4092863388584272,male,Credit Suisse,"('ROST', '2019 q3')",0.0
41524,TIF,2019 q3,2550,0.567311603157513,Mr. Michael C. Binetti,0.3378962845778115,male,Credit Suisse,"('TIF', '2019 q3')",0.0
41525,ULTA,2019 q3,2550,0.4441507646623245,Mr. Michael C. Binetti,0.4394140712363635,male,Credit Suisse,"('ULTA', '2019 q3')",0.0
41526,AMZN,2019 q3,2550,0.5530545199991888,"Mr. R.J. J. Hottovy, Jr",0.5275619751888768,male,"Morningstar, Inc.","('AMZN', '2019 q3')",0.0
41527,BBY,2019 q3,2550,0.5771370283034996,"Mr. R.J. J. Hottovy, Jr",0.7647114850007108,male,"Morningstar, Inc.","('BBY', '2019 q3')",0.010842340998351574
41528,EBAY,2019 q3,2550,0.591038206934142,"Mr. R.J. J. Hottovy, Jr",0.7342389723559275,male,"Morningstar, Inc.","('EBAY', '2019 q3')",0.0
41529,AMZN,2019 q3,2550,0.5530545199991888,Ms. Helane R. Becker,0.2618241692981707,female,Cowen and Company,"('AMZN', '2019 q3')",0.0
41530,AMZN,2019 q3,2550,0.5530545199991888,Mr. Jason S. Helfstein,0.0735661696611955,male,"Oppenheimer & Co., Inc.","('AMZN', '2019 q3')",0.0
41531,EXPE,2019 q3,2550,0.4177666159738422,Mr. Jason S. Helfstein,0.0493760224436764,male,"Oppenheimer & Co., Inc.","('EXPE', '2019 q3')",0.0
41532,AMZN,2019 q3,2550,0.5530545199991888,William Kerr,0.1203365542988267,male,Cowen and Company,"('AMZN', '2019 q3')",0.011252954602241516
41533,AMZN,2019 q3,2550,0.5530545199991888,Mr. Michael Levine,0.2440909010001789,male,Pivotal Research Group,"('AMZN', '2019 q3')",0.0
41534,AMZN,2019 q3,2550,0.5530545199991888,"Mr. Michael Graham, CFA",0.2057334678955001,male,Canaccord Genuity,"('AMZN', '2019 q3')",0.0
41535,EBAY,2019 q3,2550,0.591038206934142,"Mr. Michael Graham, CFA",0.2241116428452246,male,Canaccord Genuity,"('EBAY', '2019 q3')",0.018728382885456085
41536,AMZN,2019 q3,2550,0.5530545199991888,Michael H. Pachter,0.1956682333137883,male,Wedbush Securities Inc.,"('AMZN', '2019 q3')",0.0
41537,BBY,2019 q3,2550,0.5771370283034996,Michael H. Pachter,0.2720546237440151,male,Wedbush Securities Inc.,"('BBY', '2019 q3')",0.023147452622652054
41538,AMZN,2019 q3,2550,0.5530545199991888,Scott A. Mushkin,0.2421117974846771,male,Wolfe Research,"('AMZN', '2019 q3')",0.012473753653466702
41539,BBY,2019 q3,2550,0.5771370283034996,Scott A. Mushkin,0.3287513975886471,male,Wolfe Research,"('BBY', '2019 q3')",0.01389498170465231
41540,DG,2019 q3,2550,0.4552592038305106,Scott A. Mushkin,0.1541160539460354,male,Wolfe Research,"('DG', '2019 q3')",0.0
41541,HD,2019 q3,2550,0.4683395344997126,Scott A. Mushkin,0.2114624700079448,male,Wolfe Research,"('HD', '2019 q3')",0.0
41542,LOW,2019 q3,2550,0.6240456040173961,Scott A. Mushkin,0.2445397038645898,male,Wolfe Research,"('LOW', '2019 q3')",0.0
41543,TGT,2019 q3,2550,0.5808844846340244,Scott A. Mushkin,0.2086100372750941,male,Wolfe Research,"('TGT', '2019 q3')",0.0
41544,TSCO,2019 q3,2550,0.4818695254783046,Scott A. Mushkin,0.1290025861448873,male,Wolfe Research,"('TSCO', '2019 q3')",0.0
41545,AMZN,2019 q3,2550,0.5530545199991888,Chris M. Kotowski,0.928871193591004,male,"Oppenheimer & Co., Inc.","('AMZN', '2019 q3')",0.0
41546,AMZN,2019 q3,2550,0.5530545199991888,Mr. Youssef H. Squali,0.2404046354461653,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2019 q3')",0.015184599906206131
41547,EBAY,2019 q3,2550,0.591038206934142,Mr. Youssef H. Squali,0.1310610815109126,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2019 q3')",0.0
41548,AMZN,2019 q3,2550,0.5530545199991888,Mr. Manish Nigam,0.440120025943573,male,Credit Suisse,"('AMZN', '2019 q3')",0.0
41549,AMZN,2019 q3,2550,0.5530545199991888,Mr. Robert S. Drbul,0.0697341108705529,male,Guggenheim Securities LLC,"('AMZN', '2019 q3')",0.0
41550,EBAY,2019 q3,2550,0.591038206934142,Mr. Robert S. Drbul,0.4894704757207553,male,Guggenheim Securities LLC,"('EBAY', '2019 q3')",0.0
41551,KSS,2019 q3,2550,0.7308379225047505,Mr. Robert S. Drbul,0.5231751956392695,male,Guggenheim Securities LLC,"('KSS', '2019 q3')",0.0
41552,TGT,2019 q3,2550,0.5808844846340244,Mr. Robert S. Drbul,0.4455470186398217,male,Guggenheim Securities LLC,"('TGT', '2019 q3')",0.0
41553,AMZN,2019 q3,2550,0.5530545199991888,Lloyd Walmsley,0.1451203036724952,male,Deutsche Bank,"('AMZN', '2019 q3')",0.0
41554,EBAY,2019 q3,2550,0.591038206934142,Lloyd Walmsley,0.7801503126296446,male,Deutsche Bank,"('EBAY', '2019 q3')",0.0
41555,EXPE,2019 q3,2550,0.4177666159738422,Lloyd Walmsley,0.5068020027258998,male,Deutsche Bank,"('EXPE', '2019 q3')",0.0
41556,AZO,2019 q3,2550,0.6231905465056127,Mr. Brian D. Callen,0.445847368227211,male,BofA Global Research,"('AZO', '2019 q3')",0.0
41557,AZO,2019 q3,2550,0.6231905465056127,"Zachary Fadem, CPA",0.3012613901940271,male,"Wells Fargo Securities, LLC","('AZO', '2019 q3')",0.0
41558,HD,2019 q3,2550,0.4683395344997126,"Zachary Fadem, CPA",0.1705863148133799,male,"Wells Fargo Securities, LLC","('HD', '2019 q3')",0.0
41559,BBY,2019 q3,2550,0.5771370283034996,"Mr. Steven Forbes, CPA",0.1930164141229917,male,Guggenheim Securities LLC,"('BBY', '2019 q3')",0.025388730689883232
41560,HD,2019 q3,2550,0.4683395344997126,"Mr. Steven Forbes, CPA",0.1778090422882581,male,Guggenheim Securities LLC,"('HD', '2019 q3')",0.004384355619549751
41561,LOW,2019 q3,2550,0.6240456040173961,"Mr. Steven Forbes, CPA",0.3163258220320512,male,Guggenheim Securities LLC,"('LOW', '2019 q3')",0.0
41562,TSCO,2019 q3,2550,0.4818695254783046,"Mr. Steven Forbes, CPA",0.143314137495951,male,Guggenheim Securities LLC,"('TSCO', '2019 q3')",0.02182620018720627
41563,ULTA,2019 q3,2550,0.4441507646623245,"Mr. Steven Forbes, CPA",0.1901138956624778,male,Guggenheim Securities LLC,"('ULTA', '2019 q3')",0.0
41564,BBY,2019 q3,2550,0.5771370283034996,Karen Short,0.3711802502268345,female,Barclays,"('BBY', '2019 q3')",0.0
41565,DLTR,2019 q3,2550,0.5468334902633448,Karen Short,0.5025031828526486,female,Barclays,"('DLTR', '2019 q3')",0.0
41566,HD,2019 q3,2550,0.4683395344997126,Karen Short,0.3477556841322979,female,Barclays,"('HD', '2019 q3')",0.005174484569579363
41567,BBY,2019 q3,2550,0.5771370283034996,Camilla Yanushevsky,0.6563136477833601,female,CFRA Equity Research,"('BBY', '2019 q3')",0.0
41568,DG,2019 q3,2550,0.4552592038305106,Camilla Yanushevsky,0.4936501458733202,female,CFRA Equity Research,"('DG', '2019 q3')",0.0
41569,DLTR,2019 q3,2550,0.5468334902633448,Camilla Yanushevsky,0.4061367758681516,female,CFRA Equity Research,"('DLTR', '2019 q3')",0.0
41570,GPS,2019 q3,2550,0.4392677303072273,Camilla Yanushevsky,0.4467748690386258,female,CFRA Equity Research,"('GPS', '2019 q3')",0.0
41571,JWN,2019 q3,2550,0.4196490018068378,Camilla Yanushevsky,0.3524560059205117,female,CFRA Equity Research,"('JWN', '2019 q3')",0.0
41572,KSS,2019 q3,2550,0.7308379225047505,Camilla Yanushevsky,0.5033756531591704,female,CFRA Equity Research,"('KSS', '2019 q3')",0.0
41573,LB,2019 q3,2550,0.5314101292700606,Camilla Yanushevsky,0.5191936119438129,female,CFRA Equity Research,"('LB', '2019 q3')",0.0
41574,ROST,2019 q3,2550,0.5539372938848144,Camilla Yanushevsky,0.4757727264641457,female,CFRA Equity Research,"('ROST', '2019 q3')",0.0
41575,TIF,2019 q3,2550,0.567311603157513,Camilla Yanushevsky,0.6513475086196427,female,CFRA Equity Research,"('TIF', '2019 q3')",0.0
41576,TJX,2019 q3,2550,0.729775992216194,Camilla Yanushevsky,0.5474013259663363,female,CFRA Equity Research,"('TJX', '2019 q3')",0.0
41577,TSCO,2019 q3,2550,0.4818695254783046,Camilla Yanushevsky,0.3819902744048935,female,CFRA Equity Research,"('TSCO', '2019 q3')",0.0
41578,ULTA,2019 q3,2550,0.4441507646623245,Camilla Yanushevsky,0.4651179456439224,female,CFRA Equity Research,"('ULTA', '2019 q3')",0.0
41579,BBY,2019 q3,2550,0.5771370283034996,Mr. Peter J. Keith,0.3789546559080479,male,Piper Sandler Companies,"('BBY', '2019 q3')",0.0
41580,DLTR,2019 q3,2550,0.5468334902633448,Mr. Peter J. Keith,0.2296645389998053,male,Piper Sandler Companies,"('DLTR', '2019 q3')",0.0
41581,HD,2019 q3,2550,0.4683395344997126,Mr. Peter J. Keith,0.1994633511129713,male,Piper Sandler Companies,"('HD', '2019 q3')",0.0
41582,LOW,2019 q3,2550,0.6240456040173961,Mr. Peter J. Keith,0.3583914061606175,male,Piper Sandler Companies,"('LOW', '2019 q3')",0.0
41583,TSCO,2019 q3,2550,0.4818695254783046,Mr. Peter J. Keith,0.27001598164169,male,Piper Sandler Companies,"('TSCO', '2019 q3')",0.0
41584,BBY,2019 q3,2550,0.5771370283034996,"Curtis Nagle, CFA",0.4340848277195919,male,BofA Global Research,"('BBY', '2019 q3')",0.0
41585,BKNG,2019 q3,2550,0.6133345186924382,Mr. Dan Wasiolek,0.5500357810158705,male,"Morningstar, Inc.","('BKNG', '2019 q3')",0.0
41586,EXPE,2019 q3,2550,0.4177666159738422,Mr. Dan Wasiolek,0.5755647943188407,male,"Morningstar, Inc.","('EXPE', '2019 q3')",0.0
41587,DG,2019 q3,2550,0.4552592038305106,"Mr. Michael D. Montani, CFA",0.2012108508516081,male,EVERCORE ISI,"('DG', '2019 q3')",0.0
41588,DG,2019 q3,2550,0.4552592038305106,Ms. Judah C. Frommer,0.2683430502354716,female,Credit Suisse,"('DG', '2019 q3')",0.0
41589,DG,2019 q3,2550,0.4552592038305106,Mr. Rupesh Parikh,0.164226110098681,male,"Oppenheimer & Co., Inc.","('DG', '2019 q3')",0.013434743508696556
41590,DG,2019 q3,2550,0.4552592038305106,Mr. John E. Heinbockel,0.1974126660370125,male,Guggenheim Securities LLC,"('DG', '2019 q3')",0.0
41591,DLTR,2019 q3,2550,0.5468334902633448,"Paul E. Trussell, CFA",0.8797445274572983,male,Deutsche Bank,"('DLTR', '2019 q3')",0.0
41592,GPS,2019 q3,2550,0.4392677303072273,"Paul E. Trussell, CFA",0.3498310539315296,male,Deutsche Bank,"('GPS', '2019 q3')",0.0
41593,KSS,2019 q3,2550,0.7308379225047505,"Paul E. Trussell, CFA",0.8828134292171226,male,Deutsche Bank,"('KSS', '2019 q3')",0.0
41594,TGT,2019 q3,2550,0.5808844846340244,"Paul E. Trussell, CFA",0.2634518896512065,male,Deutsche Bank,"('TGT', '2019 q3')",0.0
41595,TJX,2019 q3,2550,0.729775992216194,"Paul E. Trussell, CFA",0.8835990894392635,male,Deutsche Bank,"('TJX', '2019 q3')",0.0
41596,DLTR,2019 q3,2550,0.5468334902633448,Mr. Paul Kearney,0.3002265009204315,male,Wolfe Research,"('DLTR', '2019 q3')",0.0
41597,ROST,2019 q3,2550,0.5539372938848144,Mr. Paul Kearney,0.2845552665223592,male,Wolfe Research,"('ROST', '2019 q3')",0.0
41598,EBAY,2019 q3,2550,0.591038206934142,Ms. Merlyn Sushmitha,0.5482213705860313,female,Crispidea,"('EBAY', '2019 q3')",0.0
41599,EBAY,2019 q3,2550,0.591038206934142,John Freeman,0.7699029059594013,male,CFRA Equity Research,"('EBAY', '2019 q3')",0.0
41600,EBAY,2019 q3,2550,0.591038206934142,Michael J. Olson,0.1854923079471658,male,Piper Sandler Companies,"('EBAY', '2019 q3')",0.0
41601,EBAY,2019 q3,2550,0.591038206934142,Mr. Christopher A. Jacobson,0.7375924694210361,male,Susquehanna Financial Group LLLP,"('EBAY', '2019 q3')",0.08618015795946121
41602,EXPE,2019 q3,2550,0.4177666159738422,Mr. Deepak Mathivanan,0.1113629651753553,male,Barclays,"('EXPE', '2019 q3')",0.010323327966034412
41603,EXPE,2019 q3,2550,0.4177666159738422,"Mr. Kevin C. Kopelman, CFA",0.0907424290675762,male,Cowen and Company,"('EXPE', '2019 q3')",0.0
41604,EXPE,2019 q3,2550,0.4177666159738422,Mr. Jake A. Fuller,0.2755494391116184,male,Guggenheim Securities LLC,"('EXPE', '2019 q3')",0.008084581233561039
41605,EXPE,2019 q3,2550,0.4177666159738422,Naved Khan,0.2611084676626016,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2019 q3')",0.0
41606,EXPE,2019 q3,2550,0.4177666159738422,"Mr. Ronald V. Josey, III",0.0825206447489698,male,JMP Securities,"('EXPE', '2019 q3')",0.0
41607,EXPE,2019 q3,2550,0.4177666159738422,"Mr. Edward M. Woo, CFA",0.1208268109465491,male,Ascendiant Capital Markets,"('EXPE', '2019 q3')",0.0
41608,EXPE,2019 q3,2550,0.4177666159738422,Mr. Brent J. Thill,0.1959498320939963,male,Jefferies,"('EXPE', '2019 q3')",0.0
41609,EXPE,2019 q3,2550,0.4177666159738422,"Mr. James L. Hardiman, CFA",0.2134121687956675,male,Wedbush Securities Inc.,"('EXPE', '2019 q3')",0.0
41610,GPS,2019 q3,2550,0.4392677303072273,"Ms. Jaime M. M. Katz, CFA",0.5113047927676379,female,"Morningstar, Inc.","('GPS', '2019 q3')",0.0
41611,HD,2019 q3,2550,0.4683395344997126,"Ms. Jaime M. M. Katz, CFA",0.8945676721260004,female,"Morningstar, Inc.","('HD', '2019 q3')",0.0
41612,LB,2019 q3,2550,0.5314101292700606,"Ms. Jaime M. M. Katz, CFA",0.6678032126070796,female,"Morningstar, Inc.","('LB', '2019 q3')",0.002516620559617877
41613,LOW,2019 q3,2550,0.6240456040173961,"Ms. Jaime M. M. Katz, CFA",0.7454368527533084,female,"Morningstar, Inc.","('LOW', '2019 q3')",0.01666666753590107
41614,TSCO,2019 q3,2550,0.4818695254783046,"Ms. Jaime M. M. Katz, CFA",0.5970106971330676,female,"Morningstar, Inc.","('TSCO', '2019 q3')",0.0
41615,GPS,2019 q3,2550,0.4392677303072273,David Swartz,0.3785862172711976,male,"Morningstar, Inc.","('GPS', '2019 q3')",0.0
41616,JWN,2019 q3,2550,0.4196490018068378,David Swartz,0.4173915685153715,male,"Morningstar, Inc.","('JWN', '2019 q3')",0.01666666753590107
41617,KSS,2019 q3,2550,0.7308379225047505,David Swartz,0.5602448880219629,male,"Morningstar, Inc.","('KSS', '2019 q3')",0.01666666753590107
41618,GPS,2019 q3,2550,0.4392677303072273,"Kimberly C. Greenberger, CFA",0.1562613541129692,female,Morgan Stanley,"('GPS', '2019 q3')",0.0
41619,JWN,2019 q3,2550,0.4196490018068378,"Kimberly C. Greenberger, CFA",0.2177461820548295,female,Morgan Stanley,"('JWN', '2019 q3')",0.0
41620,KSS,2019 q3,2550,0.7308379225047505,"Kimberly C. Greenberger, CFA",0.6288742432347358,female,Morgan Stanley,"('KSS', '2019 q3')",0.012246260419487953
41621,LB,2019 q3,2550,0.5314101292700606,"Kimberly C. Greenberger, CFA",0.2509506461241961,female,Morgan Stanley,"('LB', '2019 q3')",0.0
41622,ROST,2019 q3,2550,0.5539372938848144,"Kimberly C. Greenberger, CFA",0.2742519674361283,female,Morgan Stanley,"('ROST', '2019 q3')",0.0
41623,TIF,2019 q3,2550,0.567311603157513,"Kimberly C. Greenberger, CFA",0.3050496282627302,female,Morgan Stanley,"('TIF', '2019 q3')",0.0
41624,GPS,2019 q3,2550,0.4392677303072273,Ms. Dana L. Telsey,0.2442920996834251,female,Telsey Advisory Group,"('GPS', '2019 q3')",0.0
41625,JWN,2019 q3,2550,0.4196490018068378,Ms. Dana L. Telsey,0.1430485880744475,female,Telsey Advisory Group,"('JWN', '2019 q3')",0.03939573001116514
41626,LB,2019 q3,2550,0.5314101292700606,Ms. Dana L. Telsey,0.2758109173970217,female,Telsey Advisory Group,"('LB', '2019 q3')",0.0
41627,TIF,2019 q3,2550,0.567311603157513,Ms. Dana L. Telsey,0.2301020164814119,female,Telsey Advisory Group,"('TIF', '2019 q3')",0.0
41628,ULTA,2019 q3,2550,0.4441507646623245,Ms. Dana L. Telsey,0.3910176969948464,female,Telsey Advisory Group,"('ULTA', '2019 q3')",0.0
41629,GPS,2019 q3,2550,0.4392677303072273,"Lorraine C. Hutchinson, CFA",0.3626105027579666,female,BofA Global Research,"('GPS', '2019 q3')",0.0
41630,JWN,2019 q3,2550,0.4196490018068378,"Lorraine C. Hutchinson, CFA",0.2920731339756305,female,BofA Global Research,"('JWN', '2019 q3')",0.0
41631,KSS,2019 q3,2550,0.7308379225047505,"Lorraine C. Hutchinson, CFA",0.4035162213097722,female,BofA Global Research,"('KSS', '2019 q3')",0.0
41632,LB,2019 q3,2550,0.5314101292700606,"Lorraine C. Hutchinson, CFA",0.2977575689216307,female,BofA Global Research,"('LB', '2019 q3')",0.0
41633,ROST,2019 q3,2550,0.5539372938848144,"Lorraine C. Hutchinson, CFA",0.333227402834037,female,BofA Global Research,"('ROST', '2019 q3')",0.0
41634,TIF,2019 q3,2550,0.567311603157513,"Lorraine C. Hutchinson, CFA",0.460593294222576,female,BofA Global Research,"('TIF', '2019 q3')",0.01666666753590107
41635,GPS,2019 q3,2550,0.4392677303072273,"Mr. Ike Boruchow, Jr",0.1798878781270407,male,"Wells Fargo Securities, LLC","('GPS', '2019 q3')",0.0
41636,GPS,2019 q3,2550,0.4392677303072273,Mr. Randal J. Konik,0.1005166355033427,male,Jefferies,"('GPS', '2019 q3')",0.0
41637,LB,2019 q3,2550,0.5314101292700606,Mr. Randal J. Konik,0.4865902661443193,male,Jefferies,"('LB', '2019 q3')",0.0
41638,GPS,2019 q3,2550,0.4392677303072273,Kate Fitzsimons,0.2010279314194892,female,RBC Capital Markets,"('GPS', '2019 q3')",0.0
41639,LB,2019 q3,2550,0.5314101292700606,Kate Fitzsimons,0.1658240424921064,female,RBC Capital Markets,"('LB', '2019 q3')",0.0
41640,GPS,2019 q3,2550,0.4392677303072273,"Ms. Roxanne F. Meyer, CFA",0.3741006543921678,female,MKM Partners,"('GPS', '2019 q3')",0.025992954149842262
41641,LB,2019 q3,2550,0.5314101292700606,"Ms. Roxanne F. Meyer, CFA",0.4805772137792999,female,MKM Partners,"('LB', '2019 q3')",0.04576580971479416
41642,ROST,2019 q3,2550,0.5539372938848144,"Ms. Roxanne F. Meyer, CFA",0.3939875058192867,female,MKM Partners,"('ROST', '2019 q3')",0.0
41643,HD,2019 q3,2550,0.4683395344997126,"Mr. Kenneth M. Leon, CPA",0.6094263977034541,male,CFRA Equity Research,"('HD', '2019 q3')",0.0
41644,LOW,2019 q3,2550,0.6240456040173961,"Mr. Kenneth M. Leon, CPA",0.6889168816918411,male,CFRA Equity Research,"('LOW', '2019 q3')",0.0
41645,HD,2019 q3,2550,0.4683395344997126,Keith B. Hughes,0.2611545900063833,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2019 q3')",0.0
41646,LOW,2019 q3,2550,0.6240456040173961,Keith B. Hughes,0.351101916483898,male,SunTrust Robinson Humphrey Capital Markets,"('LOW', '2019 q3')",0.0
41647,JWN,2019 q3,2550,0.4196490018068378,"Mr. Oliver Chen, CFA",0.4243687152405859,male,Cowen and Company,"('JWN', '2019 q3')",0.0
41648,KSS,2019 q3,2550,0.7308379225047505,"Mr. Oliver Chen, CFA",0.4407560425088762,male,Cowen and Company,"('KSS', '2019 q3')",0.0
41649,TGT,2019 q3,2550,0.5808844846340244,"Mr. Oliver Chen, CFA",0.1534049631804952,male,Cowen and Company,"('TGT', '2019 q3')",0.0
41650,ULTA,2019 q3,2550,0.4441507646623245,"Mr. Oliver Chen, CFA",0.1543195104985157,male,Cowen and Company,"('ULTA', '2019 q3')",0.0
41651,JWN,2019 q3,2550,0.4196490018068378,Mr. Dylan Carden,0.4299966407532682,male,William Blair & Company,"('JWN', '2019 q3')",0.0
41652,KMX,2019 q3,2550,0.5438843175386955,"Mr. John J. Murphy, CFA",0.4337663829522472,male,BofA Global Research,"('KMX', '2019 q3')",0.015550618059933186
41653,KMX,2019 q3,2550,0.5438843175386955,Mr. David Whiston,0.7131880293266798,male,"Morningstar, Inc.","('KMX', '2019 q3')",0.0
41654,KMX,2019 q3,2550,0.5438843175386955,"Ms. Sharon M. Zackfia, CFA",0.2257232560889362,female,William Blair & Company,"('KMX', '2019 q3')",0.0
41655,KMX,2019 q3,2550,0.5438843175386955,Mr. John Healy,0.2305260907606019,male,Northcoast Research,"('KMX', '2019 q3')",0.015111655928194523
41656,LKQ,2019 q3,2550,0.5236169398179629,Mr. John Healy,0.2313834690919236,male,Northcoast Research,"('LKQ', '2019 q3')",0.004162461807330449
41657,KMX,2019 q3,2550,0.5438843175386955,"Mr. Rick Nelson, CFA",0.332171410412004,male,Stephens Inc.,"('KMX', '2019 q3')",0.0
41658,KMX,2019 q3,2550,0.5438843175386955,Mr. Armintas Sinkevicius,0.2527815213206491,male,Morgan Stanley,"('KMX', '2019 q3')",0.03996306285262108
41659,KSS,2019 q3,2550,0.7308379225047505,SADIF Research,0.9775515543284294,Not a person,Sadif Analytics Prime,"('KSS', '2019 q3')",0.9511333107948303
41660,LOW,2019 q3,2550,0.6240456040173961,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LOW', '2019 q3')",0.9715899229049683
41661,TGT,2019 q3,2550,0.5808844846340244,SADIF Research,0.981837643212343,Not a person,Sadif Analytics Prime,"('TGT', '2019 q3')",0.9647915959358215
41662,TSCO,2019 q3,2550,0.4818695254783046,SADIF Research,0.9851184644030336,Not a person,Sadif Analytics Prime,"('TSCO', '2019 q3')",0.9695343971252441
41663,LB,2019 q3,2550,0.5314101292700606,Mr. Omar R. Saad,0.3967185838901492,male,EVERCORE ISI,"('LB', '2019 q3')",0.0369091909378767
41664,TIF,2019 q3,2550,0.567311603157513,Mr. Omar R. Saad,0.6350351969980392,male,EVERCORE ISI,"('TIF', '2019 q3')",0.025697855278849602
41665,TJX,2019 q3,2550,0.729775992216194,Mr. Omar R. Saad,0.6671521449940319,male,EVERCORE ISI,"('TJX', '2019 q3')",0.022745534777641296
41666,ULTA,2019 q3,2550,0.4441507646623245,Mr. Omar R. Saad,0.4896342973139864,male,EVERCORE ISI,"('ULTA', '2019 q3')",0.02346009574830532
41667,LKQ,2019 q3,2550,0.5236169398179629,Gary Prestopino,0.4370481685767447,male,Barrington Research Associates,"('LKQ', '2019 q3')",0.004247143554190795
41668,LKQ,2019 q3,2550,0.5236169398179629,Mr. Scott L. Pope,0.6437772142812245,male,"Morningstar, Inc.","('LKQ', '2019 q3')",0.0
41669,LKQ,2019 q3,2550,0.5236169398179629,Ms. Stephanie Benjamin,0.1647933689865278,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2019 q3')",0.0
41670,LKQ,2019 q3,2550,0.5236169398179629,"Elliott L. Schlang, CFA",0.2096719365446793,male,Great Lakes/Wellington Shields,"('LKQ', '2019 q3')",0.0
41671,LKQ,2019 q3,2550,0.5236169398179629,"Ryan J. Merkel, CFA",0.2420634226573325,male,William Blair & Company,"('LKQ', '2019 q3')",0.0
41672,ROST,2019 q3,2550,0.5539372938848144,"Mr. John D. Kernan, CFA",0.5206375421179622,male,Cowen and Company,"('ROST', '2019 q3')",0.0
41673,TJX,2019 q3,2550,0.729775992216194,"Mr. John D. Kernan, CFA",0.7409675166346145,male,Cowen and Company,"('TJX', '2019 q3')",0.0
41674,TGT,2019 q3,2550,0.5808844846340244,"Robert F. Ohmes, CFA",0.5996152550089987,male,BofA Global Research,"('TGT', '2019 q3')",0.05611171945929527
41675,TIF,2019 q3,2550,0.567311603157513,Fr. Jelena Sokolova,0.7257831361995813,female,"Morningstar, Inc.","('TIF', '2019 q3')",0.020249629393219948
41676,TJX,2019 q3,2550,0.729775992216194,Adrienne Y. Yih,0.4085089101613098,female,Wolfe Research,"('TJX', '2019 q3')",0.010800703428685665
41677,TSCO,2019 q3,2550,0.4818695254783046,"Charles E. Cerankosky, Jr",0.1707946614312767,male,Northcoast Research,"('TSCO', '2019 q3')",0.01992281898856163
41678,ULTA,2019 q3,2550,0.4441507646623245,Erinn E. Murphy,0.2936111561406692,female,Piper Sandler Companies,"('ULTA', '2019 q3')",0.0
41679,ULTA,2019 q3,2550,0.4441507646623245,Ms. Stephanie S. Wissink,0.22064229727865,female,Jefferies,"('ULTA', '2019 q3')",0.0
41680,AAP,2019 q4,2550,0.5180203956321159,Zain Akbari,0.6798412700946217,male,"Morningstar, Inc.","('AAP', '2019 q4')",0.006666667014360428
41681,AZO,2019 q4,2550,0.5037116953430898,Zain Akbari,0.6906944274420018,male,"Morningstar, Inc.","('AZO', '2019 q4')",0.01666666753590107
41682,DG,2019 q4,2550,0.5533128323321774,Zain Akbari,0.5784304737704346,male,"Morningstar, Inc.","('DG', '2019 q4')",0.01666666753590107
41683,DLTR,2019 q4,2550,0.4613206904241351,Zain Akbari,0.6445185200581451,male,"Morningstar, Inc.","('DLTR', '2019 q4')",0.0
41684,GPC,2019 q4,2550,0.6647927071598474,Zain Akbari,0.669798683985783,male,"Morningstar, Inc.","('GPC', '2019 q4')",0.01666666753590107
41685,ORLY,2019 q4,2550,0.5054338717362659,Zain Akbari,0.6406405398172134,male,"Morningstar, Inc.","('ORLY', '2019 q4')",0.03333333507180214
41686,ROST,2019 q4,2550,0.4819289731335148,Zain Akbari,0.5339495241275246,male,"Morningstar, Inc.","('ROST', '2019 q4')",0.0
41687,TGT,2019 q4,2550,0.6308213567485298,Zain Akbari,0.6950034804273757,male,"Morningstar, Inc.","('TGT', '2019 q4')",0.008333333767950535
41688,TJX,2019 q4,2550,0.6155525787577318,Zain Akbari,0.5690974362382655,male,"Morningstar, Inc.","('TJX', '2019 q4')",0.0
41689,AAP,2019 q4,2550,0.5180203956321159,"Brian W. Nagel, CFA",0.3518104635748191,male,"Oppenheimer & Co., Inc.","('AAP', '2019 q4')",0.0
41690,AZO,2019 q4,2550,0.5037116953430898,"Brian W. Nagel, CFA",0.2654975350883146,male,"Oppenheimer & Co., Inc.","('AZO', '2019 q4')",0.0
41691,BBY,2019 q4,2550,0.5500348262091568,"Brian W. Nagel, CFA",0.1472191410681323,male,"Oppenheimer & Co., Inc.","('BBY', '2019 q4')",0.0
41692,HD,2019 q4,2550,0.4787596930104673,"Brian W. Nagel, CFA",0.1794224518748518,male,"Oppenheimer & Co., Inc.","('HD', '2019 q4')",0.0
41693,LOW,2019 q4,2550,0.5741034632911399,"Brian W. Nagel, CFA",0.164407666113483,male,"Oppenheimer & Co., Inc.","('LOW', '2019 q4')",0.0
41694,ORLY,2019 q4,2550,0.5054338717362659,"Brian W. Nagel, CFA",0.2010774084975488,male,"Oppenheimer & Co., Inc.","('ORLY', '2019 q4')",0.0
41695,TIF,2019 q4,2550,0.6391883010193694,"Brian W. Nagel, CFA",0.238186325359312,male,"Oppenheimer & Co., Inc.","('TIF', '2019 q4')",0.011739805340766907
41696,TSCO,2019 q4,2550,0.4285593718470093,"Brian W. Nagel, CFA",0.1977726363423478,male,"Oppenheimer & Co., Inc.","('TSCO', '2019 q4')",0.034868866205215454
41697,AAP,2019 q4,2550,0.5180203956321159,"Zachary Fadem, CPA",0.1720026778419893,male,"Wells Fargo Securities, LLC","('AAP', '2019 q4')",0.0
41698,AZO,2019 q4,2550,0.5037116953430898,"Zachary Fadem, CPA",0.2200998574620465,male,"Wells Fargo Securities, LLC","('AZO', '2019 q4')",0.0
41699,BBY,2019 q4,2550,0.5500348262091568,"Zachary Fadem, CPA",0.2717134190783458,male,"Wells Fargo Securities, LLC","('BBY', '2019 q4')",0.0
41700,HD,2019 q4,2550,0.4787596930104673,"Zachary Fadem, CPA",0.1401541791463326,male,"Wells Fargo Securities, LLC","('HD', '2019 q4')",0.0
41701,LOW,2019 q4,2550,0.5741034632911399,"Zachary Fadem, CPA",0.2772241494658715,male,"Wells Fargo Securities, LLC","('LOW', '2019 q4')",0.0
41702,ORLY,2019 q4,2550,0.5054338717362659,"Zachary Fadem, CPA",0.2508367897391357,male,"Wells Fargo Securities, LLC","('ORLY', '2019 q4')",0.0
41703,TSCO,2019 q4,2550,0.4285593718470093,"Zachary Fadem, CPA",0.1349124227936733,male,"Wells Fargo Securities, LLC","('TSCO', '2019 q4')",0.0
41704,AAP,2019 q4,2550,0.5180203956321159,"Mr. Bret D. Jordan, CFA, CFA",0.2778820103340842,male,Jefferies,"('AAP', '2019 q4')",0.0
41705,AZO,2019 q4,2550,0.5037116953430898,"Mr. Bret D. Jordan, CFA, CFA",0.3043413995583809,male,Jefferies,"('AZO', '2019 q4')",0.0
41706,GPC,2019 q4,2550,0.6647927071598474,"Mr. Bret D. Jordan, CFA, CFA",0.427747930958015,male,Jefferies,"('GPC', '2019 q4')",0.0
41707,LKQ,2019 q4,2550,0.6707175199898454,"Mr. Bret D. Jordan, CFA, CFA",0.2870341522483733,male,Jefferies,"('LKQ', '2019 q4')",0.0
41708,ORLY,2019 q4,2550,0.5054338717362659,"Mr. Bret D. Jordan, CFA, CFA",0.4046294640318914,male,Jefferies,"('ORLY', '2019 q4')",0.0
41709,AAP,2019 q4,2550,0.5180203956321159,"Chris Bottiglieri, CPA",0.2064532841111659,male,Wolfe Research,"('AAP', '2019 q4')",0.007552294991910458
41710,AMZN,2019 q4,2550,0.484792166650427,"Chris Bottiglieri, CPA",0.2740542645375238,male,Wolfe Research,"('AMZN', '2019 q4')",0.0
41711,AZO,2019 q4,2550,0.5037116953430898,"Chris Bottiglieri, CPA",0.2863340817334033,male,Wolfe Research,"('AZO', '2019 q4')",0.02969691902399063
41712,BBY,2019 q4,2550,0.5500348262091568,"Chris Bottiglieri, CPA",0.2968700076352352,male,Wolfe Research,"('BBY', '2019 q4')",0.0
41713,GPC,2019 q4,2550,0.6647927071598474,"Chris Bottiglieri, CPA",0.3890434225929443,male,Wolfe Research,"('GPC', '2019 q4')",0.0
41714,HD,2019 q4,2550,0.4787596930104673,"Chris Bottiglieri, CPA",0.1639443656896005,male,Wolfe Research,"('HD', '2019 q4')",0.016454609110951424
41715,KMX,2019 q4,2550,0.5101939101413824,"Chris Bottiglieri, CPA",0.2829067609655428,male,Wolfe Research,"('KMX', '2019 q4')",0.0
41716,LKQ,2019 q4,2550,0.6707175199898454,"Chris Bottiglieri, CPA",0.4351943976049977,male,Wolfe Research,"('LKQ', '2019 q4')",0.0
41717,ORLY,2019 q4,2550,0.5054338717362659,"Chris Bottiglieri, CPA",0.4101635191098151,male,Wolfe Research,"('ORLY', '2019 q4')",0.0
41718,TSCO,2019 q4,2550,0.4285593718470093,"Chris Bottiglieri, CPA",0.2064982267924054,male,Wolfe Research,"('TSCO', '2019 q4')",0.0
41719,ULTA,2019 q4,2550,0.4023555535205045,"Chris Bottiglieri, CPA",0.2565421584200085,male,Wolfe Research,"('ULTA', '2019 q4')",0.0
41720,AAP,2019 q4,2550,0.5180203956321159,"Scot Ciccarelli, CFA",0.2294471754724827,male,RBC Capital Markets,"('AAP', '2019 q4')",0.022222223381201427
41721,AZO,2019 q4,2550,0.5037116953430898,"Scot Ciccarelli, CFA",0.2201662214396957,male,RBC Capital Markets,"('AZO', '2019 q4')",0.0
41722,BBY,2019 q4,2550,0.5500348262091568,"Scot Ciccarelli, CFA",0.2684429316855519,male,RBC Capital Markets,"('BBY', '2019 q4')",0.01666666753590107
41723,DG,2019 q4,2550,0.5533128323321774,"Scot Ciccarelli, CFA",0.2180843006683508,male,RBC Capital Markets,"('DG', '2019 q4')",0.0
41724,DLTR,2019 q4,2550,0.4613206904241351,"Scot Ciccarelli, CFA",0.1542504611147895,male,RBC Capital Markets,"('DLTR', '2019 q4')",0.01666666753590107
41725,GPC,2019 q4,2550,0.6647927071598474,"Scot Ciccarelli, CFA",0.2877658193254093,male,RBC Capital Markets,"('GPC', '2019 q4')",0.0
41726,HD,2019 q4,2550,0.4787596930104673,"Scot Ciccarelli, CFA",0.271897298586708,male,RBC Capital Markets,"('HD', '2019 q4')",0.006692180410027504
41727,KMX,2019 q4,2550,0.5101939101413824,"Scot Ciccarelli, CFA",0.2114973956215227,male,RBC Capital Markets,"('KMX', '2019 q4')",0.0
41728,LOW,2019 q4,2550,0.5741034632911399,"Scot Ciccarelli, CFA",0.6375631772380745,male,RBC Capital Markets,"('LOW', '2019 q4')",0.03333333507180214
41729,ORLY,2019 q4,2550,0.5054338717362659,"Scot Ciccarelli, CFA",0.2040475789982861,male,RBC Capital Markets,"('ORLY', '2019 q4')",0.008616296264032522
41730,TSCO,2019 q4,2550,0.4285593718470093,"Scot Ciccarelli, CFA",0.2396660858675136,male,RBC Capital Markets,"('TSCO', '2019 q4')",0.0
41731,AAP,2019 q4,2550,0.5180203956321159,Garrett Nelson,0.6580434096102858,male,CFRA Equity Research,"('AAP', '2019 q4')",0.0
41732,AZO,2019 q4,2550,0.5037116953430898,Garrett Nelson,0.5660482577788752,male,CFRA Equity Research,"('AZO', '2019 q4')",0.0
41733,GPC,2019 q4,2550,0.6647927071598474,Garrett Nelson,0.7144135563969837,male,CFRA Equity Research,"('GPC', '2019 q4')",0.0
41734,KMX,2019 q4,2550,0.5101939101413824,Garrett Nelson,0.6479957286895931,male,CFRA Equity Research,"('KMX', '2019 q4')",0.0
41735,LKQ,2019 q4,2550,0.6707175199898454,Garrett Nelson,0.7541467677819884,male,CFRA Equity Research,"('LKQ', '2019 q4')",0.0
41736,ORLY,2019 q4,2550,0.5054338717362659,Garrett Nelson,0.5952449525718011,male,CFRA Equity Research,"('ORLY', '2019 q4')",0.0
41737,TGT,2019 q4,2550,0.6308213567485298,Garrett Nelson,0.6064238936965519,male,CFRA Equity Research,"('TGT', '2019 q4')",0.0
41738,AAP,2019 q4,2550,0.5180203956321159,Mr. Ali-Ahmad Faghri,0.5869132917395036,male,Guggenheim Securities LLC,"('AAP', '2019 q4')",0.0
41739,AZO,2019 q4,2550,0.5037116953430898,Mr. Ali-Ahmad Faghri,0.5045454086326473,male,Guggenheim Securities LLC,"('AZO', '2019 q4')",0.0
41740,GPC,2019 q4,2550,0.6647927071598474,Mr. Ali-Ahmad Faghri,0.5028962765959192,male,Guggenheim Securities LLC,"('GPC', '2019 q4')",0.024613969027996063
41741,ORLY,2019 q4,2550,0.5054338717362659,Mr. Ali-Ahmad Faghri,0.2864086541709631,male,Guggenheim Securities LLC,"('ORLY', '2019 q4')",0.01501750759780407
41742,AAP,2019 q4,2550,0.5180203956321159,Mr. Seth I. Sigman,0.2676605155483332,male,Credit Suisse,"('AAP', '2019 q4')",0.0
41743,AZO,2019 q4,2550,0.5037116953430898,Mr. Seth I. Sigman,0.3602714668167801,male,Credit Suisse,"('AZO', '2019 q4')",0.0
41744,BBY,2019 q4,2550,0.5500348262091568,Mr. Seth I. Sigman,0.4649256599715067,male,Credit Suisse,"('BBY', '2019 q4')",0.0
41745,HD,2019 q4,2550,0.4787596930104673,Mr. Seth I. Sigman,0.2187830351321719,male,Credit Suisse,"('HD', '2019 q4')",0.0
41746,KMX,2019 q4,2550,0.5101939101413824,Mr. Seth I. Sigman,0.3574065987183793,male,Credit Suisse,"('KMX', '2019 q4')",0.0
41747,ORLY,2019 q4,2550,0.5054338717362659,Mr. Seth I. Sigman,0.4914268871365686,male,Credit Suisse,"('ORLY', '2019 q4')",0.0
41748,TGT,2019 q4,2550,0.6308213567485298,Mr. Seth I. Sigman,0.2864146715928662,male,Credit Suisse,"('TGT', '2019 q4')",0.013584456406533718
41749,AAP,2019 q4,2550,0.5180203956321159,"Mr. Simeon Gutman, CFA",0.4838288312327012,male,Morgan Stanley,"('AAP', '2019 q4')",0.0
41750,AZO,2019 q4,2550,0.5037116953430898,"Mr. Simeon Gutman, CFA",0.3209682360385781,male,Morgan Stanley,"('AZO', '2019 q4')",0.0
41751,BBY,2019 q4,2550,0.5500348262091568,"Mr. Simeon Gutman, CFA",0.612407490816326,male,Morgan Stanley,"('BBY', '2019 q4')",0.0
41752,DG,2019 q4,2550,0.5533128323321774,"Mr. Simeon Gutman, CFA",0.3860322616858286,male,Morgan Stanley,"('DG', '2019 q4')",0.0
41753,HD,2019 q4,2550,0.4787596930104673,"Mr. Simeon Gutman, CFA",0.3505326612607408,male,Morgan Stanley,"('HD', '2019 q4')",0.006144058424979448
41754,LOW,2019 q4,2550,0.5741034632911399,"Mr. Simeon Gutman, CFA",0.6161329003685093,male,Morgan Stanley,"('LOW', '2019 q4')",0.0
41755,TGT,2019 q4,2550,0.6308213567485298,"Mr. Simeon Gutman, CFA",0.5009263839991445,male,Morgan Stanley,"('TGT', '2019 q4')",0.0
41756,TSCO,2019 q4,2550,0.4285593718470093,"Mr. Simeon Gutman, CFA",0.7340456581290873,male,Morgan Stanley,"('TSCO', '2019 q4')",0.0
41757,AAP,2019 q4,2550,0.5180203956321159,"Mr. Seth M. Basham, CFA",0.1823872523747903,male,Wedbush Securities Inc.,"('AAP', '2019 q4')",0.0
41758,HD,2019 q4,2550,0.4787596930104673,"Mr. Seth M. Basham, CFA",0.1819944041734363,male,Wedbush Securities Inc.,"('HD', '2019 q4')",0.006190799797574679
41759,KMX,2019 q4,2550,0.5101939101413824,"Mr. Seth M. Basham, CFA",0.2490220743415924,male,Wedbush Securities Inc.,"('KMX', '2019 q4')",0.0052971262484788895
41760,TSCO,2019 q4,2550,0.4285593718470093,"Mr. Seth M. Basham, CFA",0.1598467653269746,male,Wedbush Securities Inc.,"('TSCO', '2019 q4')",0.0
41761,AMZN,2019 q4,2550,0.484792166650427,Ravi Shanker,0.7216811927739769,male,Morgan Stanley,"('AMZN', '2019 q4')",0.0
41762,AMZN,2019 q4,2550,0.484792166650427,Mr. Michael Levine,0.2316863331599424,male,Pivotal Research Group,"('AMZN', '2019 q4')",0.0
41763,AMZN,2019 q4,2550,0.484792166650427,"Tuna N. Amobi, CFA",0.5428127190320289,male,CFRA Equity Research,"('AMZN', '2019 q4')",0.0
41764,BKNG,2019 q4,2550,0.8019068741285214,"Tuna N. Amobi, CFA",0.816490218560456,male,CFRA Equity Research,"('BKNG', '2019 q4')",0.0
41765,EXPE,2019 q4,2550,0.4661737907625652,"Tuna N. Amobi, CFA",0.7000001017039774,male,CFRA Equity Research,"('EXPE', '2019 q4')",0.0
41766,AMZN,2019 q4,2550,0.484792166650427,"Mr. Michael Graham, CFA",0.1265330641050497,male,Canaccord Genuity,"('AMZN', '2019 q4')",0.0
41767,EBAY,2019 q4,2550,0.5344089534199568,"Mr. Michael Graham, CFA",0.1957395285978616,male,Canaccord Genuity,"('EBAY', '2019 q4')",0.0
41768,AMZN,2019 q4,2550,0.484792166650427,"Mr. Ronald V. Josey, III",0.1016470957964681,male,JMP Securities,"('AMZN', '2019 q4')",0.0
41769,EXPE,2019 q4,2550,0.4661737907625652,"Mr. Ronald V. Josey, III",0.2147224861836881,male,JMP Securities,"('EXPE', '2019 q4')",0.03229309991002083
41770,AMZN,2019 q4,2550,0.484792166650427,Mr. Lee Horowitz,0.1548737660379511,male,EVERCORE ISI,"('AMZN', '2019 q4')",0.0
41771,EXPE,2019 q4,2550,0.4661737907625652,Mr. Lee Horowitz,0.3799218503236659,male,EVERCORE ISI,"('EXPE', '2019 q4')",0.0
41772,AMZN,2019 q4,2550,0.484792166650427,Lloyd Walmsley,0.1356339084001402,male,Deutsche Bank,"('AMZN', '2019 q4')",0.0
41773,BKNG,2019 q4,2550,0.8019068741285214,Lloyd Walmsley,0.8218502196177053,male,Deutsche Bank,"('BKNG', '2019 q4')",0.0
41774,EXPE,2019 q4,2550,0.4661737907625652,Lloyd Walmsley,0.7365352921552152,male,Deutsche Bank,"('EXPE', '2019 q4')",0.0
41775,AMZN,2019 q4,2550,0.484792166650427,Michael J. Olson,0.0862136026598264,male,Piper Sandler Companies,"('AMZN', '2019 q4')",0.0
41776,EBAY,2019 q4,2550,0.5344089534199568,Michael J. Olson,0.173201142531128,male,Piper Sandler Companies,"('EBAY', '2019 q4')",0.0
41777,EXPE,2019 q4,2550,0.4661737907625652,Michael J. Olson,0.112701391084759,male,Piper Sandler Companies,"('EXPE', '2019 q4')",0.0
41778,AMZN,2019 q4,2550,0.484792166650427,"Mr. R.J. J. Hottovy, Jr",0.5252110295661983,male,"Morningstar, Inc.","('AMZN', '2019 q4')",0.0
41779,BBY,2019 q4,2550,0.5500348262091568,"Mr. R.J. J. Hottovy, Jr",0.7234999902076261,male,"Morningstar, Inc.","('BBY', '2019 q4')",0.008333333767950535
41780,EBAY,2019 q4,2550,0.5344089534199568,"Mr. R.J. J. Hottovy, Jr",0.7452491126582417,male,"Morningstar, Inc.","('EBAY', '2019 q4')",0.0
41781,AMZN,2019 q4,2550,0.484792166650427,"Shebly Seyrafi, CFA",0.1613025578630636,male,FBN Securities,"('AMZN', '2019 q4')",0.0
41782,AMZN,2019 q4,2550,0.484792166650427,"Mr. Ike Boruchow, Jr",0.1302160055242783,male,"Wells Fargo Securities, LLC","('AMZN', '2019 q4')",0.0
41783,GPS,2019 q4,2550,0.597134536299712,"Mr. Ike Boruchow, Jr",0.2094210839633331,male,"Wells Fargo Securities, LLC","('GPS', '2019 q4')",0.0
41784,TIF,2019 q4,2550,0.6391883010193694,"Mr. Ike Boruchow, Jr",0.237630023676139,male,"Wells Fargo Securities, LLC","('TIF', '2019 q4')",0.02363955182954669
41785,TJX,2019 q4,2550,0.6155525787577318,"Mr. Ike Boruchow, Jr",0.2340136156128379,male,"Wells Fargo Securities, LLC","('TJX', '2019 q4')",0.0
41786,ULTA,2019 q4,2550,0.4023555535205045,"Mr. Ike Boruchow, Jr",0.116284198425969,male,"Wells Fargo Securities, LLC","('ULTA', '2019 q4')",0.0
41787,AMZN,2019 q4,2550,0.484792166650427,Mr. Mark S. Mahaney,0.1177167363320105,male,RBC Capital Markets,"('AMZN', '2019 q4')",0.0
41788,EBAY,2019 q4,2550,0.5344089534199568,Mr. Mark S. Mahaney,0.1466198005562942,male,RBC Capital Markets,"('EBAY', '2019 q4')",0.0
41789,EXPE,2019 q4,2550,0.4661737907625652,Mr. Mark S. Mahaney,0.2184723638347384,male,RBC Capital Markets,"('EXPE', '2019 q4')",0.0
41790,AMZN,2019 q4,2550,0.484792166650427,Mr. Stephen D. Ju,0.280528079917828,male,Credit Suisse,"('AMZN', '2019 q4')",0.0
41791,BKNG,2019 q4,2550,0.8019068741285214,Mr. Stephen D. Ju,0.6891253756342876,male,Credit Suisse,"('BKNG', '2019 q4')",0.0
41792,EBAY,2019 q4,2550,0.5344089534199568,Mr. Stephen D. Ju,0.2557891437353704,male,Credit Suisse,"('EBAY', '2019 q4')",0.005644196644425392
41793,EXPE,2019 q4,2550,0.4661737907625652,Mr. Stephen D. Ju,0.381702713428719,male,Credit Suisse,"('EXPE', '2019 q4')",0.0
41794,AMZN,2019 q4,2550,0.484792166650427,Mr. Robert S. Drbul,0.2393239823163845,male,Guggenheim Securities LLC,"('AMZN', '2019 q4')",0.0
41795,EBAY,2019 q4,2550,0.5344089534199568,Mr. Robert S. Drbul,0.4761962732245438,male,Guggenheim Securities LLC,"('EBAY', '2019 q4')",0.0
41796,GPS,2019 q4,2550,0.597134536299712,Mr. Robert S. Drbul,0.4220450372335831,male,Guggenheim Securities LLC,"('GPS', '2019 q4')",0.0
41797,JWN,2019 q4,2550,0.426588305642947,Mr. Robert S. Drbul,0.4383921476076726,male,Guggenheim Securities LLC,"('JWN', '2019 q4')",0.031027372926473618
41798,KSS,2019 q4,2550,0.6432847936611449,Mr. Robert S. Drbul,0.5010293542428479,male,Guggenheim Securities LLC,"('KSS', '2019 q4')",0.0
41799,LB,2019 q4,2550,0.5762245048612884,Mr. Robert S. Drbul,0.4708949157199407,male,Guggenheim Securities LLC,"('LB', '2019 q4')",0.0
41800,ROST,2019 q4,2550,0.4819289731335148,Mr. Robert S. Drbul,0.4164014204038418,male,Guggenheim Securities LLC,"('ROST', '2019 q4')",0.0
41801,TGT,2019 q4,2550,0.6308213567485298,Mr. Robert S. Drbul,0.4012888405029033,male,Guggenheim Securities LLC,"('TGT', '2019 q4')",0.0
41802,TIF,2019 q4,2550,0.6391883010193694,Mr. Robert S. Drbul,0.5561139304798712,male,Guggenheim Securities LLC,"('TIF', '2019 q4')",0.015479224734008312
41803,AMZN,2019 q4,2550,0.484792166650427,"Mr. Brian T. Nowak, CFA",0.4082117967242472,male,Morgan Stanley,"('AMZN', '2019 q4')",0.0
41804,EBAY,2019 q4,2550,0.5344089534199568,"Mr. Brian T. Nowak, CFA",0.3645492521658808,male,Morgan Stanley,"('EBAY', '2019 q4')",0.0
41805,EXPE,2019 q4,2550,0.4661737907625652,"Mr. Brian T. Nowak, CFA",0.3938139101111984,male,Morgan Stanley,"('EXPE', '2019 q4')",0.0
41806,AMZN,2019 q4,2550,0.484792166650427,Michael H. Pachter,0.2109025136918395,male,Wedbush Securities Inc.,"('AMZN', '2019 q4')",0.0
41807,BBY,2019 q4,2550,0.5500348262091568,Michael H. Pachter,0.2790673186770034,male,Wedbush Securities Inc.,"('BBY', '2019 q4')",0.025061825290322304
41808,AMZN,2019 q4,2550,0.484792166650427,Mr. Jason S. Helfstein,0.0598929038375163,male,"Oppenheimer & Co., Inc.","('AMZN', '2019 q4')",0.0
41809,EXPE,2019 q4,2550,0.4661737907625652,Mr. Jason S. Helfstein,0.0983626646638416,male,"Oppenheimer & Co., Inc.","('EXPE', '2019 q4')",0.010508406907320023
41810,AMZN,2019 q4,2550,0.484792166650427,Justin Post,0.0654049561242838,male,BofA Global Research,"('AMZN', '2019 q4')",0.0
41811,EBAY,2019 q4,2550,0.5344089534199568,Justin Post,0.1757808677366038,male,BofA Global Research,"('EBAY', '2019 q4')",0.0
41812,EXPE,2019 q4,2550,0.4661737907625652,Justin Post,0.6551741543053761,male,BofA Global Research,"('EXPE', '2019 q4')",0.03333333507180214
41813,AMZN,2019 q4,2550,0.484792166650427,Mr. James E. Faucette,0.6268389702274325,male,Morgan Stanley,"('AMZN', '2019 q4')",0.0
41814,AMZN,2019 q4,2550,0.484792166650427,Mr. Youssef H. Squali,0.1895501179430581,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2019 q4')",0.0
41815,EBAY,2019 q4,2550,0.5344089534199568,Mr. Youssef H. Squali,0.1274571888446829,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2019 q4')",0.027703601866960526
41816,AMZN,2019 q4,2550,0.484792166650427,Mr. Victor Anthony,0.2622167460292852,male,Aegis Capital,"('AMZN', '2019 q4')",0.0
41817,AMZN,2019 q4,2550,0.484792166650427,"Mr. Daniel L. Kurnos, CFA",0.5800249895201159,male,The Benchmark Company LLC,"('AMZN', '2019 q4')",0.0
41818,EBAY,2019 q4,2550,0.5344089534199568,"Mr. Daniel L. Kurnos, CFA",0.3681020664953969,male,The Benchmark Company LLC,"('EBAY', '2019 q4')",0.0
41819,AMZN,2019 q4,2550,0.484792166650427,Mr. Brian P. Fitzgerald,0.333102999065036,male,"Wells Fargo Securities, LLC","('AMZN', '2019 q4')",0.0
41820,EBAY,2019 q4,2550,0.5344089534199568,Mr. Brian P. Fitzgerald,0.5676159352715079,male,"Wells Fargo Securities, LLC","('EBAY', '2019 q4')",0.0
41821,AMZN,2019 q4,2550,0.484792166650427,"Mr. Shyam Patil, CFA",0.131943146918002,male,Susquehanna Financial Group LLLP,"('AMZN', '2019 q4')",0.0
41822,BKNG,2019 q4,2550,0.8019068741285214,"Mr. Shyam Patil, CFA",0.6230931509412416,male,Susquehanna Financial Group LLLP,"('BKNG', '2019 q4')",0.0
41823,EBAY,2019 q4,2550,0.5344089534199568,"Mr. Shyam Patil, CFA",0.1918565622678817,male,Susquehanna Financial Group LLLP,"('EBAY', '2019 q4')",0.0
41824,EXPE,2019 q4,2550,0.4661737907625652,"Mr. Shyam Patil, CFA",0.1481094035071012,male,Susquehanna Financial Group LLLP,"('EXPE', '2019 q4')",0.0
41825,AMZN,2019 q4,2550,0.484792166650427,Mr. Ross Sandler,0.2672009574320468,male,Barclays,"('AMZN', '2019 q4')",0.0
41826,EBAY,2019 q4,2550,0.5344089534199568,Mr. Ross Sandler,0.2657122199566667,male,Barclays,"('EBAY', '2019 q4')",0.008488749153912067
41827,AMZN,2019 q4,2550,0.484792166650427,Arnaud Joly,0.6763435822251661,male,Societe Generale,"('AMZN', '2019 q4')",0.0
41828,AMZN,2019 q4,2550,0.484792166650427,Greg Melich,0.6614225637525665,male,EVERCORE ISI,"('AMZN', '2019 q4')",0.03333333507180214
41829,AZO,2019 q4,2550,0.5037116953430898,Greg Melich,0.1627906744604796,male,EVERCORE ISI,"('AZO', '2019 q4')",0.0
41830,GPC,2019 q4,2550,0.6647927071598474,Greg Melich,0.3440024396999562,male,EVERCORE ISI,"('GPC', '2019 q4')",0.0
41831,TGT,2019 q4,2550,0.6308213567485298,Greg Melich,0.51875011068237,male,EVERCORE ISI,"('TGT', '2019 q4')",0.0
41832,AMZN,2019 q4,2550,0.484792166650427,John R. Blackledge,0.0817541755488608,male,Cowen and Company,"('AMZN', '2019 q4')",0.0
41833,AMZN,2019 q4,2550,0.484792166650427,Mr. Chaim Siegel,0.4510550946719674,male,Elazar Advisors,"('AMZN', '2019 q4')",0.04421108216047287
41834,AMZN,2019 q4,2550,0.484792166650427,Vikram Malhotra,0.5256965094940073,male,Morgan Stanley,"('AMZN', '2019 q4')",0.0
41835,AZO,2019 q4,2550,0.5037116953430898,Ms. Elizabeth L G. Suzuki,0.2818394502407797,female,BofA Global Research,"('AZO', '2019 q4')",0.0
41836,HD,2019 q4,2550,0.4787596930104673,Ms. Elizabeth L G. Suzuki,0.2327341212819025,female,BofA Global Research,"('HD', '2019 q4')",0.03758158441632986
41837,LOW,2019 q4,2550,0.5741034632911399,Ms. Elizabeth L G. Suzuki,0.2291639787027332,female,BofA Global Research,"('LOW', '2019 q4')",0.013065368868410587
41838,ORLY,2019 q4,2550,0.5054338717362659,Ms. Elizabeth L G. Suzuki,0.207608552091659,female,BofA Global Research,"('ORLY', '2019 q4')",0.0
41839,AZO,2019 q4,2550,0.5037116953430898,Daniel H. Hofkin,0.3697871129808063,male,William Blair & Company,"('AZO', '2019 q4')",0.0
41840,BBY,2019 q4,2550,0.5500348262091568,Karen Short,0.397667637639845,female,Barclays,"('BBY', '2019 q4')",0.018771983683109283
41841,DLTR,2019 q4,2550,0.4613206904241351,Karen Short,0.342134411839001,female,Barclays,"('DLTR', '2019 q4')",0.013019870966672897
41842,HD,2019 q4,2550,0.4787596930104673,Karen Short,0.2807044964145586,female,Barclays,"('HD', '2019 q4')",0.0
41843,LOW,2019 q4,2550,0.5741034632911399,Karen Short,0.2974777954422175,female,Barclays,"('LOW', '2019 q4')",0.010744585655629635
41844,TGT,2019 q4,2550,0.6308213567485298,Karen Short,0.6631284138497179,female,Barclays,"('TGT', '2019 q4')",0.0
41845,BBY,2019 q4,2550,0.5500348262091568,"Mr. Steven Forbes, CPA",0.1595714410210896,male,Guggenheim Securities LLC,"('BBY', '2019 q4')",0.0
41846,HD,2019 q4,2550,0.4787596930104673,"Mr. Steven Forbes, CPA",0.1282829499874504,male,Guggenheim Securities LLC,"('HD', '2019 q4')",0.0
41847,LOW,2019 q4,2550,0.5741034632911399,"Mr. Steven Forbes, CPA",0.2179657495418604,male,Guggenheim Securities LLC,"('LOW', '2019 q4')",0.0
41848,TSCO,2019 q4,2550,0.4285593718470093,"Mr. Steven Forbes, CPA",0.1149886605937431,male,Guggenheim Securities LLC,"('TSCO', '2019 q4')",0.0
41849,ULTA,2019 q4,2550,0.4023555535205045,"Mr. Steven Forbes, CPA",0.1191786583987246,male,Guggenheim Securities LLC,"('ULTA', '2019 q4')",0.0
41850,BBY,2019 q4,2550,0.5500348262091568,Camilla Yanushevsky,0.6133160856293498,female,CFRA Equity Research,"('BBY', '2019 q4')",0.0
41851,DG,2019 q4,2550,0.5533128323321774,Camilla Yanushevsky,0.488547837633215,female,CFRA Equity Research,"('DG', '2019 q4')",0.0
41852,GPS,2019 q4,2550,0.597134536299712,Camilla Yanushevsky,0.4550552106429777,female,CFRA Equity Research,"('GPS', '2019 q4')",0.0
41853,JWN,2019 q4,2550,0.426588305642947,Camilla Yanushevsky,0.3235206920055263,female,CFRA Equity Research,"('JWN', '2019 q4')",0.0
41854,KSS,2019 q4,2550,0.6432847936611449,Camilla Yanushevsky,0.4825656334126566,female,CFRA Equity Research,"('KSS', '2019 q4')",0.0
41855,LB,2019 q4,2550,0.5762245048612884,Camilla Yanushevsky,0.5344743038232643,female,CFRA Equity Research,"('LB', '2019 q4')",0.0
41856,ROST,2019 q4,2550,0.4819289731335148,Camilla Yanushevsky,0.3943810842128032,female,CFRA Equity Research,"('ROST', '2019 q4')",0.0
41857,TIF,2019 q4,2550,0.6391883010193694,Camilla Yanushevsky,0.6563088062531087,female,CFRA Equity Research,"('TIF', '2019 q4')",0.0
41858,TJX,2019 q4,2550,0.6155525787577318,Camilla Yanushevsky,0.4644293456272529,female,CFRA Equity Research,"('TJX', '2019 q4')",0.0
41859,TSCO,2019 q4,2550,0.4285593718470093,Camilla Yanushevsky,0.3598084663607884,female,CFRA Equity Research,"('TSCO', '2019 q4')",0.0
41860,ULTA,2019 q4,2550,0.4023555535205045,Camilla Yanushevsky,0.4542125226765762,female,CFRA Equity Research,"('ULTA', '2019 q4')",0.0
41861,BBY,2019 q4,2550,0.5500348262091568,Mr. Peter J. Keith,0.3670512217842827,male,Piper Sandler Companies,"('BBY', '2019 q4')",0.0
41862,DG,2019 q4,2550,0.5533128323321774,Mr. Peter J. Keith,0.1936481902400103,male,Piper Sandler Companies,"('DG', '2019 q4')",0.0
41863,DLTR,2019 q4,2550,0.4613206904241351,Mr. Peter J. Keith,0.2882907832376452,male,Piper Sandler Companies,"('DLTR', '2019 q4')",0.0
41864,HD,2019 q4,2550,0.4787596930104673,Mr. Peter J. Keith,0.1390589586836441,male,Piper Sandler Companies,"('HD', '2019 q4')",0.0
41865,LOW,2019 q4,2550,0.5741034632911399,Mr. Peter J. Keith,0.1654152883180916,male,Piper Sandler Companies,"('LOW', '2019 q4')",0.006982333958148956
41866,TSCO,2019 q4,2550,0.4285593718470093,Mr. Peter J. Keith,0.2345464543261598,male,Piper Sandler Companies,"('TSCO', '2019 q4')",0.0
41867,BBY,2019 q4,2550,0.5500348262091568,Mr. Joseph I. Feldman,0.3488228642522583,male,Telsey Advisory Group,"('BBY', '2019 q4')",0.03441173583269119
41868,DG,2019 q4,2550,0.5533128323321774,Mr. Joseph I. Feldman,0.1548883113957576,male,Telsey Advisory Group,"('DG', '2019 q4')",0.0
41869,DLTR,2019 q4,2550,0.4613206904241351,Mr. Joseph I. Feldman,0.1839647050822609,male,Telsey Advisory Group,"('DLTR', '2019 q4')",0.009014390408992767
41870,HD,2019 q4,2550,0.4787596930104673,Mr. Joseph I. Feldman,0.1695884693063629,male,Telsey Advisory Group,"('HD', '2019 q4')",0.0
41871,LOW,2019 q4,2550,0.5741034632911399,Mr. Joseph I. Feldman,0.1936926162806293,male,Telsey Advisory Group,"('LOW', '2019 q4')",0.0
41872,TGT,2019 q4,2550,0.6308213567485298,Mr. Joseph I. Feldman,0.2530334587767764,male,Telsey Advisory Group,"('TGT', '2019 q4')",0.019197914749383926
41873,TSCO,2019 q4,2550,0.4285593718470093,Mr. Joseph I. Feldman,0.2481409244053992,male,Telsey Advisory Group,"('TSCO', '2019 q4')",0.0
41874,BBY,2019 q4,2550,0.5500348262091568,"Curtis Nagle, CFA",0.4458971814297243,male,BofA Global Research,"('BBY', '2019 q4')",0.02647368423640728
41875,BKNG,2019 q4,2550,0.8019068741285214,Mr. Dan Wasiolek,0.6931596769510916,male,"Morningstar, Inc.","('BKNG', '2019 q4')",0.0
41876,EXPE,2019 q4,2550,0.4661737907625652,Mr. Dan Wasiolek,0.5501389576894484,male,"Morningstar, Inc.","('EXPE', '2019 q4')",0.0
41877,BKNG,2019 q4,2550,0.8019068741285214,"Mr. Michael Morris, CFA",0.7302183916358035,male,Guggenheim Securities LLC,"('BKNG', '2019 q4')",0.030037928372621536
41878,DG,2019 q4,2550,0.5533128323321774,Edward J. Kelly,0.3688190364956787,male,"Wells Fargo Securities, LLC","('DG', '2019 q4')",0.021693186834454536
41879,DLTR,2019 q4,2550,0.4613206904241351,Edward J. Kelly,0.1726190235057497,male,"Wells Fargo Securities, LLC","('DLTR', '2019 q4')",0.0
41880,TGT,2019 q4,2550,0.6308213567485298,Edward J. Kelly,0.3573073920723792,male,"Wells Fargo Securities, LLC","('TGT', '2019 q4')",0.0
41881,DG,2019 q4,2550,0.5533128323321774,Mr. John E. Heinbockel,0.148921969420077,male,Guggenheim Securities LLC,"('DG', '2019 q4')",0.0
41882,DLTR,2019 q4,2550,0.4613206904241351,Mr. John E. Heinbockel,0.1132979437286599,male,Guggenheim Securities LLC,"('DLTR', '2019 q4')",0.0
41883,DG,2019 q4,2550,0.5533128323321774,"Mr. Michael D. Montani, CFA",0.2403334966774226,male,EVERCORE ISI,"('DG', '2019 q4')",0.04885268211364746
41884,DLTR,2019 q4,2550,0.4613206904241351,"Mr. Michael D. Montani, CFA",0.1314437823799915,male,EVERCORE ISI,"('DLTR', '2019 q4')",0.01572803035378456
41885,DG,2019 q4,2550,0.5533128323321774,"Robert F. Ohmes, CFA",0.2737689420142649,male,BofA Global Research,"('DG', '2019 q4')",0.0
41886,DLTR,2019 q4,2550,0.4613206904241351,"Robert F. Ohmes, CFA",0.256527685906842,male,BofA Global Research,"('DLTR', '2019 q4')",0.0
41887,TGT,2019 q4,2550,0.6308213567485298,"Robert F. Ohmes, CFA",0.2850561569167558,male,BofA Global Research,"('TGT', '2019 q4')",0.03764874488115311
41888,DG,2019 q4,2550,0.5533128323321774,Ms. Judah C. Frommer,0.2278913084675794,female,Credit Suisse,"('DG', '2019 q4')",0.0
41889,DLTR,2019 q4,2550,0.4613206904241351,Ms. Judah C. Frommer,0.432283271636653,female,Credit Suisse,"('DLTR', '2019 q4')",0.0
41890,DG,2019 q4,2550,0.5533128323321774,SADIF Research,0.9751984128770836,Not a person,Sadif Analytics Prime,"('DG', '2019 q4')",0.9203534722328186
41891,EBAY,2019 q4,2550,0.5344089534199568,SADIF Research,0.987801907790712,Not a person,Sadif Analytics Prime,"('EBAY', '2019 q4')",0.9424452185630798
41892,GPC,2019 q4,2550,0.6647927071598474,SADIF Research,0.9933736030194192,Not a person,Sadif Analytics Prime,"('GPC', '2019 q4')",0.9703456163406372
41893,GPS,2019 q4,2550,0.597134536299712,SADIF Research,0.9803811856394902,Not a person,Sadif Analytics Prime,"('GPS', '2019 q4')",0.9522706270217896
41894,LKQ,2019 q4,2550,0.6707175199898454,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('LKQ', '2019 q4')",0.9720308780670166
41895,LOW,2019 q4,2550,0.5741034632911399,SADIF Research,0.9820312104797758,Not a person,Sadif Analytics Prime,"('LOW', '2019 q4')",0.9718462824821472
41896,TGT,2019 q4,2550,0.6308213567485298,SADIF Research,0.9884242117198232,Not a person,Sadif Analytics Prime,"('TGT', '2019 q4')",0.9644912481307983
41897,DG,2019 q4,2550,0.5533128323321774,Mr. Rupesh Parikh,0.2218597239852997,male,"Oppenheimer & Co., Inc.","('DG', '2019 q4')",0.0
41898,DLTR,2019 q4,2550,0.4613206904241351,Mr. Rupesh Parikh,0.1534846439981965,male,"Oppenheimer & Co., Inc.","('DLTR', '2019 q4')",0.0
41899,ULTA,2019 q4,2550,0.4023555535205045,Mr. Rupesh Parikh,0.2513221969400133,male,"Oppenheimer & Co., Inc.","('ULTA', '2019 q4')",0.0
41900,DG,2019 q4,2550,0.5533128323321774,"Paul E. Trussell, CFA",0.9105007253391504,male,Deutsche Bank,"('DG', '2019 q4')",0.0
41901,DLTR,2019 q4,2550,0.4613206904241351,"Paul E. Trussell, CFA",0.9225798573933088,male,Deutsche Bank,"('DLTR', '2019 q4')",0.0
41902,GPS,2019 q4,2550,0.597134536299712,"Paul E. Trussell, CFA",0.9047752046897728,male,Deutsche Bank,"('GPS', '2019 q4')",0.0
41903,KSS,2019 q4,2550,0.6432847936611449,"Paul E. Trussell, CFA",0.8689323613124694,male,Deutsche Bank,"('KSS', '2019 q4')",0.0
41904,ULTA,2019 q4,2550,0.4023555535205045,"Paul E. Trussell, CFA",0.2403829225493085,male,Deutsche Bank,"('ULTA', '2019 q4')",0.0
41905,EBAY,2019 q4,2550,0.5344089534199568,John Freeman,0.7633523277355072,male,CFRA Equity Research,"('EBAY', '2019 q4')",0.0
41906,EBAY,2019 q4,2550,0.5344089534199568,Mr. Ygal Arounian,0.2774717839797783,male,Wedbush Securities Inc.,"('EBAY', '2019 q4')",0.0
41907,EBAY,2019 q4,2550,0.5344089534199568,Mr. Kunal Madhukar,0.2283268297426183,male,Deutsche Bank,"('EBAY', '2019 q4')",0.01666666753590107
41908,EBAY,2019 q4,2550,0.5344089534199568,Mr. Brent J. Thill,0.1259088675054948,male,Jefferies,"('EBAY', '2019 q4')",0.0
41909,EXPE,2019 q4,2550,0.4661737907625652,Mr. Brent J. Thill,0.1486090879677269,male,Jefferies,"('EXPE', '2019 q4')",0.0
41910,EBAY,2019 q4,2550,0.5344089534199568,"Mr. Ramsey C. El-Assal, Ph.d",0.2976390769906842,male,Barclays,"('EBAY', '2019 q4')",0.0
41911,EXPE,2019 q4,2550,0.4661737907625652,"Mr. Edward M. Woo, CFA",0.1169106292333273,male,Ascendiant Capital Markets,"('EXPE', '2019 q4')",0.0
41912,EXPE,2019 q4,2550,0.4661737907625652,"Mr. Kevin C. Kopelman, CFA",0.0787865788838642,male,Cowen and Company,"('EXPE', '2019 q4')",0.0
41913,EXPE,2019 q4,2550,0.4661737907625652,Naved Khan,0.1328060930465106,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2019 q4')",0.0
41914,EXPE,2019 q4,2550,0.4661737907625652,Mr. Deepak Mathivanan,0.1280564028528242,male,Barclays,"('EXPE', '2019 q4')",0.0
41915,EXPE,2019 q4,2550,0.4661737907625652,"Mr. James L. Hardiman, CFA",0.2468063832246823,male,Wedbush Securities Inc.,"('EXPE', '2019 q4')",0.0
41916,GPS,2019 q4,2550,0.597134536299712,"Mr. Westcott I. Rochette, CFA",0.7362634353285105,male,EVERCORE ISI,"('GPS', '2019 q4')",0.01666666753590107
41917,GPS,2019 q4,2550,0.597134536299712,"Lorraine C. Hutchinson, CFA",0.2697745363924432,female,BofA Global Research,"('GPS', '2019 q4')",0.0
41918,JWN,2019 q4,2550,0.426588305642947,"Lorraine C. Hutchinson, CFA",0.2782055622986337,female,BofA Global Research,"('JWN', '2019 q4')",0.0
41919,KSS,2019 q4,2550,0.6432847936611449,"Lorraine C. Hutchinson, CFA",0.3631561258166151,female,BofA Global Research,"('KSS', '2019 q4')",0.014952421188354492
41920,LB,2019 q4,2550,0.5762245048612884,"Lorraine C. Hutchinson, CFA",0.2894377074486935,female,BofA Global Research,"('LB', '2019 q4')",0.0
41921,ROST,2019 q4,2550,0.4819289731335148,"Lorraine C. Hutchinson, CFA",0.2104693390457467,female,BofA Global Research,"('ROST', '2019 q4')",0.0
41922,TJX,2019 q4,2550,0.6155525787577318,"Lorraine C. Hutchinson, CFA",0.2967905541449578,female,BofA Global Research,"('TJX', '2019 q4')",0.0
41923,GPS,2019 q4,2550,0.597134536299712,Kate Fitzsimons,0.2706647295921521,female,RBC Capital Markets,"('GPS', '2019 q4')",0.0
41924,LB,2019 q4,2550,0.5762245048612884,Kate Fitzsimons,0.2560989628645445,female,RBC Capital Markets,"('LB', '2019 q4')",0.0
41925,ROST,2019 q4,2550,0.4819289731335148,Kate Fitzsimons,0.1614221051782643,female,RBC Capital Markets,"('ROST', '2019 q4')",0.0
41926,TJX,2019 q4,2550,0.6155525787577318,Kate Fitzsimons,0.2260589167429512,female,RBC Capital Markets,"('TJX', '2019 q4')",0.0
41927,GPS,2019 q4,2550,0.597134536299712,Mr. Michael C. Binetti,0.3758334687687016,male,Credit Suisse,"('GPS', '2019 q4')",0.0
41928,JWN,2019 q4,2550,0.426588305642947,Mr. Michael C. Binetti,0.3340026294189669,male,Credit Suisse,"('JWN', '2019 q4')",0.0
41929,LB,2019 q4,2550,0.5762245048612884,Mr. Michael C. Binetti,0.4326566840124007,male,Credit Suisse,"('LB', '2019 q4')",0.0
41930,ROST,2019 q4,2550,0.4819289731335148,Mr. Michael C. Binetti,0.3844514662022166,male,Credit Suisse,"('ROST', '2019 q4')",0.0
41931,ULTA,2019 q4,2550,0.4023555535205045,Mr. Michael C. Binetti,0.4914551954775672,male,Credit Suisse,"('ULTA', '2019 q4')",0.0
41932,GPS,2019 q4,2550,0.597134536299712,Ms. Dana L. Telsey,0.4042980316409113,female,Telsey Advisory Group,"('GPS', '2019 q4')",0.0
41933,JWN,2019 q4,2550,0.426588305642947,Ms. Dana L. Telsey,0.1764593033769311,female,Telsey Advisory Group,"('JWN', '2019 q4')",0.0
41934,LB,2019 q4,2550,0.5762245048612884,Ms. Dana L. Telsey,0.4340056923154428,female,Telsey Advisory Group,"('LB', '2019 q4')",0.051113853231072426
41935,ROST,2019 q4,2550,0.4819289731335148,Ms. Dana L. Telsey,0.1998379539201271,female,Telsey Advisory Group,"('ROST', '2019 q4')",0.0
41936,TIF,2019 q4,2550,0.6391883010193694,Ms. Dana L. Telsey,0.3943750760849759,female,Telsey Advisory Group,"('TIF', '2019 q4')",0.030186795940001804
41937,GPS,2019 q4,2550,0.597134536299712,Ms. Jennifer G. Redding,0.1837178574926914,female,Wedbush Securities Inc.,"('GPS', '2019 q4')",0.009777653031051159
41938,JWN,2019 q4,2550,0.426588305642947,Ms. Jennifer G. Redding,0.1230873092717746,female,Wedbush Securities Inc.,"('JWN', '2019 q4')",0.019602985742191475
41939,LB,2019 q4,2550,0.5762245048612884,Ms. Jennifer G. Redding,0.2145054636474605,female,Wedbush Securities Inc.,"('LB', '2019 q4')",0.0
41940,GPS,2019 q4,2550,0.597134536299712,Mr. Randal J. Konik,0.3771146683539559,male,Jefferies,"('GPS', '2019 q4')",0.0
41941,HD,2019 q4,2550,0.4787596930104673,Mr. Randal J. Konik,0.2184364814907632,male,Jefferies,"('HD', '2019 q4')",0.0
41942,TIF,2019 q4,2550,0.6391883010193694,Mr. Randal J. Konik,0.1964922358069225,male,Jefferies,"('TIF', '2019 q4')",0.03398511931300163
41943,GPS,2019 q4,2550,0.597134536299712,David Swartz,0.4695828882330012,male,"Morningstar, Inc.","('GPS', '2019 q4')",0.0
41944,JWN,2019 q4,2550,0.426588305642947,David Swartz,0.4311564431849873,male,"Morningstar, Inc.","('JWN', '2019 q4')",0.0
41945,KSS,2019 q4,2550,0.6432847936611449,David Swartz,0.6653753364159842,male,"Morningstar, Inc.","('KSS', '2019 q4')",0.03333333507180214
41946,ULTA,2019 q4,2550,0.4023555535205045,David Swartz,0.4980421032317164,male,"Morningstar, Inc.","('ULTA', '2019 q4')",0.011111111690600714
41947,GPS,2019 q4,2550,0.597134536299712,Ms. Adrienne Y. Yih,0.1174240525966675,female,Barclays,"('GPS', '2019 q4')",0.013206634670495987
41948,JWN,2019 q4,2550,0.426588305642947,Ms. Adrienne Y. Yih,0.0922933455379977,female,Barclays,"('JWN', '2019 q4')",0.011326806619763374
41949,LB,2019 q4,2550,0.5762245048612884,Ms. Adrienne Y. Yih,0.6853387273576254,female,Barclays,"('LB', '2019 q4')",0.0
41950,ROST,2019 q4,2550,0.4819289731335148,Ms. Adrienne Y. Yih,0.1157339491738044,female,Barclays,"('ROST', '2019 q4')",0.0
41951,TJX,2019 q4,2550,0.6155525787577318,Ms. Adrienne Y. Yih,0.8185142649662629,female,Barclays,"('TJX', '2019 q4')",0.0
41952,ULTA,2019 q4,2550,0.4023555535205045,Ms. Adrienne Y. Yih,0.1026168431535719,female,Barclays,"('ULTA', '2019 q4')",0.0
41953,GPS,2019 q4,2550,0.597134536299712,"Kimberly C. Greenberger, CFA",0.2020953581876647,female,Morgan Stanley,"('GPS', '2019 q4')",0.0
41954,JWN,2019 q4,2550,0.426588305642947,"Kimberly C. Greenberger, CFA",0.1789408410860035,female,Morgan Stanley,"('JWN', '2019 q4')",0.0
41955,KSS,2019 q4,2550,0.6432847936611449,"Kimberly C. Greenberger, CFA",0.5211163305588251,female,Morgan Stanley,"('KSS', '2019 q4')",0.011111111690600714
41956,LB,2019 q4,2550,0.5762245048612884,"Kimberly C. Greenberger, CFA",0.184894199780515,female,Morgan Stanley,"('LB', '2019 q4')",0.0
41957,ROST,2019 q4,2550,0.4819289731335148,"Kimberly C. Greenberger, CFA",0.236436058059806,female,Morgan Stanley,"('ROST', '2019 q4')",0.0
41958,TIF,2019 q4,2550,0.6391883010193694,"Kimberly C. Greenberger, CFA",0.3896714978420321,female,Morgan Stanley,"('TIF', '2019 q4')",0.0
41959,TJX,2019 q4,2550,0.6155525787577318,"Kimberly C. Greenberger, CFA",0.3334510616881748,female,Morgan Stanley,"('TJX', '2019 q4')",0.0
41960,GPS,2019 q4,2550,0.597134536299712,"Ms. Roxanne F. Meyer, CFA",0.4196918850371476,female,MKM Partners,"('GPS', '2019 q4')",0.062430666759610176
41961,LB,2019 q4,2550,0.5762245048612884,"Ms. Roxanne F. Meyer, CFA",0.3704826231788822,female,MKM Partners,"('LB', '2019 q4')",0.047230448573827744
41962,ROST,2019 q4,2550,0.4819289731335148,"Ms. Roxanne F. Meyer, CFA",0.3613106340834378,female,MKM Partners,"('ROST', '2019 q4')",0.012157753109931946
41963,TJX,2019 q4,2550,0.6155525787577318,"Ms. Roxanne F. Meyer, CFA",0.4877769127722253,female,MKM Partners,"('TJX', '2019 q4')",0.0
41964,GPS,2019 q4,2550,0.597134536299712,"Mr. Oliver Chen, CFA",0.2493185088302967,male,Cowen and Company,"('GPS', '2019 q4')",0.0
41965,JWN,2019 q4,2550,0.426588305642947,"Mr. Oliver Chen, CFA",0.2126910320244898,male,Cowen and Company,"('JWN', '2019 q4')",0.0
41966,KSS,2019 q4,2550,0.6432847936611449,"Mr. Oliver Chen, CFA",0.292669475096157,male,Cowen and Company,"('KSS', '2019 q4')",0.0
41967,TGT,2019 q4,2550,0.6308213567485298,"Mr. Oliver Chen, CFA",0.2228181342606761,male,Cowen and Company,"('TGT', '2019 q4')",0.0
41968,TIF,2019 q4,2550,0.6391883010193694,"Mr. Oliver Chen, CFA",0.5075788856098395,male,Cowen and Company,"('TIF', '2019 q4')",0.0
41969,ULTA,2019 q4,2550,0.4023555535205045,"Mr. Oliver Chen, CFA",0.228026342713897,male,Cowen and Company,"('ULTA', '2019 q4')",0.005918745417147875
41970,HD,2019 q4,2550,0.4787596930104673,"Ms. Jaime M. M. Katz, CFA",0.7211868119969155,female,"Morningstar, Inc.","('HD', '2019 q4')",0.0
41971,LB,2019 q4,2550,0.5762245048612884,"Ms. Jaime M. M. Katz, CFA",0.6331363110934065,female,"Morningstar, Inc.","('LB', '2019 q4')",0.01666666753590107
41972,LOW,2019 q4,2550,0.5741034632911399,"Ms. Jaime M. M. Katz, CFA",0.713716757987809,female,"Morningstar, Inc.","('LOW', '2019 q4')",0.0
41973,TSCO,2019 q4,2550,0.4285593718470093,"Ms. Jaime M. M. Katz, CFA",0.6295506968693582,female,"Morningstar, Inc.","('TSCO', '2019 q4')",0.0
41974,HD,2019 q4,2550,0.4787596930104673,Keith B. Hughes,0.3463577854655687,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2019 q4')",0.0
41975,LOW,2019 q4,2550,0.5741034632911399,Keith B. Hughes,0.178726195878359,male,SunTrust Robinson Humphrey Capital Markets,"('LOW', '2019 q4')",0.0
41976,HD,2019 q4,2550,0.4787596930104673,"Mr. Kenneth M. Leon, CPA",0.6237628016651678,male,CFRA Equity Research,"('HD', '2019 q4')",0.0
41977,LOW,2019 q4,2550,0.5741034632911399,"Mr. Kenneth M. Leon, CPA",0.6331660524593106,male,CFRA Equity Research,"('LOW', '2019 q4')",0.0
41978,HD,2019 q4,2550,0.4787596930104673,Mr. Ihor Dusaniwsky,0.5960053650593081,male,S3 Partners,"('HD', '2019 q4')",0.25793714821338654
41979,HD,2019 q4,2550,0.4787596930104673,Mr. Craig Irwin,0.6723898699551156,male,"Roth Capital Partners, Inc.","('HD', '2019 q4')",0.020933344960212708
41980,JWN,2019 q4,2550,0.426588305642947,Mr. Omar R. Saad,0.6905224559981908,male,EVERCORE ISI,"('JWN', '2019 q4')",0.03333333507180214
41981,KSS,2019 q4,2550,0.6432847936611449,Mr. Omar R. Saad,0.4722979057051615,male,EVERCORE ISI,"('KSS', '2019 q4')",0.025690989568829536
41982,LB,2019 q4,2550,0.5762245048612884,Mr. Omar R. Saad,0.6283505279234932,male,EVERCORE ISI,"('LB', '2019 q4')",0.03333333507180214
41983,ROST,2019 q4,2550,0.4819289731335148,Mr. Omar R. Saad,0.5261922675912666,male,EVERCORE ISI,"('ROST', '2019 q4')",0.03230182081460953
41984,TIF,2019 q4,2550,0.6391883010193694,Mr. Omar R. Saad,0.827228134954912,male,EVERCORE ISI,"('TIF', '2019 q4')",0.0
41985,TJX,2019 q4,2550,0.6155525787577318,Mr. Omar R. Saad,0.5840699642169459,male,EVERCORE ISI,"('TJX', '2019 q4')",0.06192185264080763
41986,JWN,2019 q4,2550,0.426588305642947,Mr. Dylan Carden,0.2136133047358553,male,William Blair & Company,"('JWN', '2019 q4')",0.0
41987,TIF,2019 q4,2550,0.6391883010193694,Mr. Dylan Carden,0.2822887826443296,male,William Blair & Company,"('TIF', '2019 q4')",0.024026010185480118
41988,KMX,2019 q4,2550,0.5101939101413824,Mr. Armintas Sinkevicius,0.3893903506838254,male,Morgan Stanley,"('KMX', '2019 q4')",0.010560201480984688
41989,KMX,2019 q4,2550,0.5101939101413824,Mr. David Whiston,0.860636865711378,male,"Morningstar, Inc.","('KMX', '2019 q4')",0.0
41990,KMX,2019 q4,2550,0.5101939101413824,Glenn E. Chin,0.1657481378924666,male,The Buckingham Research Group,"('KMX', '2019 q4')",0.0
41991,KMX,2019 q4,2550,0.5101939101413824,"Mr. Rick Nelson, CFA",0.259878672109042,male,Stephens Inc.,"('KMX', '2019 q4')",0.0
41992,KMX,2019 q4,2550,0.5101939101413824,Mr. John Healy,0.3218361371253461,male,Northcoast Research,"('KMX', '2019 q4')",0.0
41993,LKQ,2019 q4,2550,0.6707175199898454,Mr. John Healy,0.2623644148840395,male,Northcoast Research,"('LKQ', '2019 q4')",0.0
41994,KMX,2019 q4,2550,0.5101939101413824,"Ms. Sharon M. Zackfia, CFA",0.2671603081485998,female,William Blair & Company,"('KMX', '2019 q4')",0.0
41995,LB,2019 q4,2550,0.5762245048612884,Tiffany Kanaga,0.242744214696203,female,Deutsche Bank,"('LB', '2019 q4')",0.0
41996,LKQ,2019 q4,2550,0.6707175199898454,"Ryan J. Merkel, CFA",0.3940348352534953,male,William Blair & Company,"('LKQ', '2019 q4')",0.0
41997,LKQ,2019 q4,2550,0.6707175199898454,Mr. Scott L. Pope,0.7982866567257554,male,"Morningstar, Inc.","('LKQ', '2019 q4')",0.0
41998,LKQ,2019 q4,2550,0.6707175199898454,"Elliott L. Schlang, CFA",0.2534804555651516,male,Great Lakes/Wellington Shields,"('LKQ', '2019 q4')",0.0
41999,LKQ,2019 q4,2550,0.6707175199898454,Gary Prestopino,0.8328801700413978,male,Barrington Research Associates,"('LKQ', '2019 q4')",0.0
42000,LKQ,2019 q4,2550,0.6707175199898454,Ms. Stephanie Benjamin,0.2197233107666369,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2019 q4')",0.0
42001,ROST,2019 q4,2550,0.4819289731335148,"Mr. John D. Kernan, CFA",0.504510274044666,male,Cowen and Company,"('ROST', '2019 q4')",0.0
42002,TJX,2019 q4,2550,0.6155525787577318,"Mr. John D. Kernan, CFA",0.6914238567761019,male,Cowen and Company,"('TJX', '2019 q4')",0.0
42003,TGT,2019 q4,2550,0.6308213567485298,Jeffrey Drotar,0.2459403387388558,male,Jefferies,"('TGT', '2019 q4')",0.020632043480873108
42004,TIF,2019 q4,2550,0.6391883010193694,Fr. Jelena Sokolova,0.6223733255130836,female,"Morningstar, Inc.","('TIF', '2019 q4')",0.002345843772803034
42005,TIF,2019 q4,2550,0.6391883010193694,Sig.ra Francesca Dipasquantonio,0.8344138230629089,female,Deutsche Bank,"('TIF', '2019 q4')",0.008818508125841618
42006,TSCO,2019 q4,2550,0.4285593718470093,"Charles E. Cerankosky, Jr",0.2409998409282056,male,Northcoast Research,"('TSCO', '2019 q4')",0.02108023688197136
42007,ULTA,2019 q4,2550,0.4023555535205045,Erinn E. Murphy,0.2923179342535014,female,Piper Sandler Companies,"('ULTA', '2019 q4')",0.0
42008,AAP,2020 q1,2550,0.6208545881778984,"Zachary Fadem, CPA",0.2577694458583662,male,"Wells Fargo Securities, LLC","('AAP', '2020 q1')",0.0
42009,AZO,2020 q1,2550,0.5243912282895192,"Zachary Fadem, CPA",0.2401238357416364,male,"Wells Fargo Securities, LLC","('AZO', '2020 q1')",0.0
42010,BBY,2020 q1,2550,0.4905941034985729,"Zachary Fadem, CPA",0.3282070834583616,male,"Wells Fargo Securities, LLC","('BBY', '2020 q1')",0.0
42011,HD,2020 q1,2550,0.4442805402925018,"Zachary Fadem, CPA",0.1660486882547873,male,"Wells Fargo Securities, LLC","('HD', '2020 q1')",0.0
42012,LOW,2020 q1,2550,0.5221676470361054,"Zachary Fadem, CPA",0.2934827839359682,male,"Wells Fargo Securities, LLC","('LOW', '2020 q1')",0.0
42013,ORLY,2020 q1,2550,0.5746903286136633,"Zachary Fadem, CPA",0.2025749695937103,male,"Wells Fargo Securities, LLC","('ORLY', '2020 q1')",0.008218936622142792
42014,TSCO,2020 q1,2550,0.320096265249547,"Zachary Fadem, CPA",0.0958760723379645,male,"Wells Fargo Securities, LLC","('TSCO', '2020 q1')",0.0
42015,AAP,2020 q1,2550,0.6208545881778984,Mr. Seth I. Sigman,0.3005649175454955,male,Credit Suisse,"('AAP', '2020 q1')",0.0
42016,AZO,2020 q1,2550,0.5243912282895192,Mr. Seth I. Sigman,0.621565436795292,male,Credit Suisse,"('AZO', '2020 q1')",0.0
42017,BBY,2020 q1,2550,0.4905941034985729,Mr. Seth I. Sigman,0.4117006757695712,male,Credit Suisse,"('BBY', '2020 q1')",0.0
42018,HD,2020 q1,2550,0.4442805402925018,Mr. Seth I. Sigman,0.2589499983262293,male,Credit Suisse,"('HD', '2020 q1')",0.0
42019,LOW,2020 q1,2550,0.5221676470361054,Mr. Seth I. Sigman,0.3864257999723534,male,Credit Suisse,"('LOW', '2020 q1')",0.0
42020,ORLY,2020 q1,2550,0.5746903286136633,Mr. Seth I. Sigman,0.392409247369234,male,Credit Suisse,"('ORLY', '2020 q1')",0.0
42021,TGT,2020 q1,2550,0.6725957948442185,Mr. Seth I. Sigman,0.350624571635082,male,Credit Suisse,"('TGT', '2020 q1')",0.0
42022,TSCO,2020 q1,2550,0.320096265249547,Mr. Seth I. Sigman,0.1555256997311025,male,Credit Suisse,"('TSCO', '2020 q1')",0.01832956075668335
42023,AAP,2020 q1,2550,0.6208545881778984,Zain Akbari,0.6755812835389898,male,"Morningstar, Inc.","('AAP', '2020 q1')",0.0
42024,AZO,2020 q1,2550,0.5243912282895192,Zain Akbari,0.6598740473930013,male,"Morningstar, Inc.","('AZO', '2020 q1')",0.011111111690600714
42025,DLTR,2020 q1,2550,0.5205592764088878,Zain Akbari,0.6321853418531924,male,"Morningstar, Inc.","('DLTR', '2020 q1')",0.0
42026,GPC,2020 q1,2550,0.6305465959538128,Zain Akbari,0.6944673382002696,male,"Morningstar, Inc.","('GPC', '2020 q1')",0.01666666753590107
42027,ORLY,2020 q1,2550,0.5746903286136633,Zain Akbari,0.6621644971603037,male,"Morningstar, Inc.","('ORLY', '2020 q1')",0.01666666753590107
42028,ROST,2020 q1,2550,0.4750416468570427,Zain Akbari,0.7470761197772312,male,"Morningstar, Inc.","('ROST', '2020 q1')",0.0
42029,TGT,2020 q1,2550,0.6725957948442185,Zain Akbari,0.6420312517081653,male,"Morningstar, Inc.","('TGT', '2020 q1')",0.0036706416867673397
42030,TJX,2020 q1,2550,0.5166214808624752,Zain Akbari,0.6530110261913392,male,"Morningstar, Inc.","('TJX', '2020 q1')",0.03333333507180214
42031,AAP,2020 q1,2550,0.6208545881778984,"Mr. Seth M. Basham, CFA",0.2687012226105066,male,Wedbush Securities Inc.,"('AAP', '2020 q1')",0.0
42032,HD,2020 q1,2550,0.4442805402925018,"Mr. Seth M. Basham, CFA",0.2306266497999501,male,Wedbush Securities Inc.,"('HD', '2020 q1')",0.0
42033,TSCO,2020 q1,2550,0.320096265249547,"Mr. Seth M. Basham, CFA",0.1743676800985751,male,Wedbush Securities Inc.,"('TSCO', '2020 q1')",0.0
42034,AAP,2020 q1,2550,0.6208545881778984,"Chris Bottiglieri, CPA",0.32118483695475,male,Wolfe Research,"('AAP', '2020 q1')",0.0
42035,AMZN,2020 q1,2550,0.5242857357965179,"Chris Bottiglieri, CPA",0.4769136624855825,male,Wolfe Research,"('AMZN', '2020 q1')",0.0
42036,AZO,2020 q1,2550,0.5243912282895192,"Chris Bottiglieri, CPA",0.3654217819584254,male,Wolfe Research,"('AZO', '2020 q1')",0.0
42037,BBY,2020 q1,2550,0.4905941034985729,"Chris Bottiglieri, CPA",0.2769665783145635,male,Wolfe Research,"('BBY', '2020 q1')",0.0
42038,GPC,2020 q1,2550,0.6305465959538128,"Chris Bottiglieri, CPA",0.4927186299723882,male,Wolfe Research,"('GPC', '2020 q1')",0.0
42039,HD,2020 q1,2550,0.4442805402925018,"Chris Bottiglieri, CPA",0.2680676882895815,male,Wolfe Research,"('HD', '2020 q1')",0.0
42040,LKQ,2020 q1,2550,0.6501040585364211,"Chris Bottiglieri, CPA",0.5276065577260249,male,Wolfe Research,"('LKQ', '2020 q1')",0.0
42041,LOW,2020 q1,2550,0.5221676470361054,"Chris Bottiglieri, CPA",0.2536779290287916,male,Wolfe Research,"('LOW', '2020 q1')",0.0
42042,ORLY,2020 q1,2550,0.5746903286136633,"Chris Bottiglieri, CPA",0.2998766554690226,male,Wolfe Research,"('ORLY', '2020 q1')",0.0
42043,TSCO,2020 q1,2550,0.320096265249547,"Chris Bottiglieri, CPA",0.1962485340377379,male,Wolfe Research,"('TSCO', '2020 q1')",0.0
42044,ULTA,2020 q1,2550,0.4751405576381888,"Chris Bottiglieri, CPA",0.3970500245899102,male,Wolfe Research,"('ULTA', '2020 q1')",0.0
42045,AAP,2020 q1,2550,0.6208545881778984,"Mr. Michael D. Montani, CFA",0.7843595079576531,male,EVERCORE ISI,"('AAP', '2020 q1')",0.0
42046,DG,2020 q1,2550,0.4273920779670885,"Mr. Michael D. Montani, CFA",0.4736542900292687,male,EVERCORE ISI,"('DG', '2020 q1')",0.01666666753590107
42047,DLTR,2020 q1,2550,0.5205592764088878,"Mr. Michael D. Montani, CFA",0.132434441298728,male,EVERCORE ISI,"('DLTR', '2020 q1')",0.0
42048,AAP,2020 q1,2550,0.6208545881778984,Garrett Nelson,0.6972034074065071,male,CFRA Equity Research,"('AAP', '2020 q1')",0.0
42049,AZO,2020 q1,2550,0.5243912282895192,Garrett Nelson,0.5889204210653562,male,CFRA Equity Research,"('AZO', '2020 q1')",0.0
42050,GPC,2020 q1,2550,0.6305465959538128,Garrett Nelson,0.7602593108788391,male,CFRA Equity Research,"('GPC', '2020 q1')",0.0
42051,KMX,2020 q1,2550,0.6679638807513814,Garrett Nelson,0.7487456538846258,male,CFRA Equity Research,"('KMX', '2020 q1')",0.0
42052,LKQ,2020 q1,2550,0.6501040585364211,Garrett Nelson,0.7416924595152841,male,CFRA Equity Research,"('LKQ', '2020 q1')",0.010779029068847498
42053,ORLY,2020 q1,2550,0.5746903286136633,Garrett Nelson,0.6287010548239744,male,CFRA Equity Research,"('ORLY', '2020 q1')",0.0
42054,TGT,2020 q1,2550,0.6725957948442185,Garrett Nelson,0.6075608499633363,male,CFRA Equity Research,"('TGT', '2020 q1')",0.0
42055,AAP,2020 q1,2550,0.6208545881778984,"Scot Ciccarelli, CFA",0.2161716641008509,male,RBC Capital Markets,"('AAP', '2020 q1')",0.0
42056,AZO,2020 q1,2550,0.5243912282895192,"Scot Ciccarelli, CFA",0.2382123411255976,male,RBC Capital Markets,"('AZO', '2020 q1')",0.0
42057,BBY,2020 q1,2550,0.4905941034985729,"Scot Ciccarelli, CFA",0.1586881125135579,male,RBC Capital Markets,"('BBY', '2020 q1')",0.0
42058,DG,2020 q1,2550,0.4273920779670885,"Scot Ciccarelli, CFA",0.2028304966444009,male,RBC Capital Markets,"('DG', '2020 q1')",0.0
42059,DLTR,2020 q1,2550,0.5205592764088878,"Scot Ciccarelli, CFA",0.1440059082854502,male,RBC Capital Markets,"('DLTR', '2020 q1')",0.0
42060,GPC,2020 q1,2550,0.6305465959538128,"Scot Ciccarelli, CFA",0.2904801841282021,male,RBC Capital Markets,"('GPC', '2020 q1')",0.0
42061,HD,2020 q1,2550,0.4442805402925018,"Scot Ciccarelli, CFA",0.3812035205958507,male,RBC Capital Markets,"('HD', '2020 q1')",0.0
42062,KMX,2020 q1,2550,0.6679638807513814,"Scot Ciccarelli, CFA",0.4539393591401422,male,RBC Capital Markets,"('KMX', '2020 q1')",0.0
42063,ORLY,2020 q1,2550,0.5746903286136633,"Scot Ciccarelli, CFA",0.296513333000942,male,RBC Capital Markets,"('ORLY', '2020 q1')",0.0
42064,TSCO,2020 q1,2550,0.320096265249547,"Scot Ciccarelli, CFA",0.1096857541915812,male,RBC Capital Markets,"('TSCO', '2020 q1')",0.0
42065,AAP,2020 q1,2550,0.6208545881778984,"Mr. Simeon Gutman, CFA",0.4651488297213756,male,Morgan Stanley,"('AAP', '2020 q1')",0.0
42066,BBY,2020 q1,2550,0.4905941034985729,"Mr. Simeon Gutman, CFA",0.3197330942155295,male,Morgan Stanley,"('BBY', '2020 q1')",0.0
42067,DLTR,2020 q1,2550,0.5205592764088878,"Mr. Simeon Gutman, CFA",0.3849867559601149,male,Morgan Stanley,"('DLTR', '2020 q1')",0.0
42068,TGT,2020 q1,2550,0.6725957948442185,"Mr. Simeon Gutman, CFA",0.7438680289492411,male,Morgan Stanley,"('TGT', '2020 q1')",0.0
42069,TSCO,2020 q1,2550,0.320096265249547,"Mr. Simeon Gutman, CFA",0.4190557383433292,male,Morgan Stanley,"('TSCO', '2020 q1')",0.009294858202338219
42070,AAP,2020 q1,2550,0.6208545881778984,"Mr. Bret D. Jordan, CFA, CFA",0.4421860145610971,male,Jefferies,"('AAP', '2020 q1')",0.0
42071,AZO,2020 q1,2550,0.5243912282895192,"Mr. Bret D. Jordan, CFA, CFA",0.2931406819863653,male,Jefferies,"('AZO', '2020 q1')",0.0
42072,GPC,2020 q1,2550,0.6305465959538128,"Mr. Bret D. Jordan, CFA, CFA",0.5115590925901258,male,Jefferies,"('GPC', '2020 q1')",0.0
42073,LKQ,2020 q1,2550,0.6501040585364211,"Mr. Bret D. Jordan, CFA, CFA",0.3760136629441779,male,Jefferies,"('LKQ', '2020 q1')",0.0
42074,ORLY,2020 q1,2550,0.5746903286136633,"Mr. Bret D. Jordan, CFA, CFA",0.184379722932093,male,Jefferies,"('ORLY', '2020 q1')",0.0
42075,AAP,2020 q1,2550,0.6208545881778984,Acquisdata Research Team,0.6129502415610754,Not a person,Acquisdata,"('AAP', '2020 q1')",0.0
42076,AAP,2020 q1,2550,0.6208545881778984,Mr. Ali-Ahmad Faghri,0.4931331654474213,male,Guggenheim Securities LLC,"('AAP', '2020 q1')",0.0
42077,AZO,2020 q1,2550,0.5243912282895192,Mr. Ali-Ahmad Faghri,0.3652689325099048,male,Guggenheim Securities LLC,"('AZO', '2020 q1')",0.0
42078,GPC,2020 q1,2550,0.6305465959538128,Mr. Ali-Ahmad Faghri,0.4751824846107663,male,Guggenheim Securities LLC,"('GPC', '2020 q1')",0.0
42079,ORLY,2020 q1,2550,0.5746903286136633,Mr. Ali-Ahmad Faghri,0.3644004134744567,male,Guggenheim Securities LLC,"('ORLY', '2020 q1')",0.0
42080,AMZN,2020 q1,2550,0.5242857357965179,"Mr. Shyam Patil, CFA",0.2301287101096048,male,Susquehanna Financial Group LLLP,"('AMZN', '2020 q1')",0.0
42081,BKNG,2020 q1,2550,0.6731580798635527,"Mr. Shyam Patil, CFA",0.5719181690564338,male,Susquehanna Financial Group LLLP,"('BKNG', '2020 q1')",0.0
42082,EBAY,2020 q1,2550,0.5533712359168264,"Mr. Shyam Patil, CFA",0.2299200749969804,male,Susquehanna Financial Group LLLP,"('EBAY', '2020 q1')",0.0
42083,EXPE,2020 q1,2550,0.4540133712544784,"Mr. Shyam Patil, CFA",0.1580320727810572,male,Susquehanna Financial Group LLLP,"('EXPE', '2020 q1')",0.0
42084,AMZN,2020 q1,2550,0.5242857357965179,Mr. Michael Levine,0.6034571368278702,male,Pivotal Research Group,"('AMZN', '2020 q1')",0.03333333507180214
42085,AMZN,2020 q1,2550,0.5242857357965179,Ms. Merlyn Sushmitha,0.3483728781787629,female,Crispidea,"('AMZN', '2020 q1')",0.020939662121236324
42086,AMZN,2020 q1,2550,0.5242857357965179,John R. Blackledge,0.089512729376882,male,Cowen and Company,"('AMZN', '2020 q1')",0.0
42087,AMZN,2020 q1,2550,0.5242857357965179,"Mr. Brian T. Nowak, CFA",0.6663283931711124,male,Morgan Stanley,"('AMZN', '2020 q1')",0.0
42088,EBAY,2020 q1,2550,0.5533712359168264,"Mr. Brian T. Nowak, CFA",0.44480597820479,male,Morgan Stanley,"('EBAY', '2020 q1')",0.0
42089,EXPE,2020 q1,2550,0.4540133712544784,"Mr. Brian T. Nowak, CFA",0.2883143098984795,male,Morgan Stanley,"('EXPE', '2020 q1')",0.0
42090,AMZN,2020 q1,2550,0.5242857357965179,"Mr. Doug Creutz, CFA",0.7539173914540439,male,Cowen and Company,"('AMZN', '2020 q1')",0.0
42091,AMZN,2020 q1,2550,0.5242857357965179,Justin Post,0.1403836250806329,male,BofA Global Research,"('AMZN', '2020 q1')",0.0
42092,BKNG,2020 q1,2550,0.6731580798635527,Justin Post,0.5017426295335681,male,BofA Global Research,"('BKNG', '2020 q1')",0.02270396612584591
42093,EBAY,2020 q1,2550,0.5533712359168264,Justin Post,0.1678851593305897,male,BofA Global Research,"('EBAY', '2020 q1')",0.0
42094,EXPE,2020 q1,2550,0.4540133712544784,Justin Post,0.1297549248999626,male,BofA Global Research,"('EXPE', '2020 q1')",0.0
42095,AMZN,2020 q1,2550,0.5242857357965179,Michael H. Pachter,0.1400790427173769,male,Wedbush Securities Inc.,"('AMZN', '2020 q1')",0.0
42096,AMZN,2020 q1,2550,0.5242857357965179,"Tuna N. Amobi, CFA",0.5407048314610263,male,CFRA Equity Research,"('AMZN', '2020 q1')",0.0
42097,BKNG,2020 q1,2550,0.6731580798635527,"Tuna N. Amobi, CFA",0.8043395005240037,male,CFRA Equity Research,"('BKNG', '2020 q1')",0.0
42098,EXPE,2020 q1,2550,0.4540133712544784,"Tuna N. Amobi, CFA",0.7466288473417432,male,CFRA Equity Research,"('EXPE', '2020 q1')",0.0
42099,AMZN,2020 q1,2550,0.5242857357965179,Mr. Victor Anthony,0.1227126332127223,male,Aegis Capital,"('AMZN', '2020 q1')",0.0
42100,AMZN,2020 q1,2550,0.5242857357965179,Mr. Jack L. Atkins,0.5835556895243674,male,Stephens Inc.,"('AMZN', '2020 q1')",0.010338929481804371
42101,AMZN,2020 q1,2550,0.5242857357965179,"Shebly Seyrafi, CFA",0.2008346423731895,male,FBN Securities,"('AMZN', '2020 q1')",0.0
42102,AMZN,2020 q1,2550,0.5242857357965179,Mr. Stephen D. Ju,0.3378390470582024,male,Credit Suisse,"('AMZN', '2020 q1')",0.0
42103,EBAY,2020 q1,2550,0.5533712359168264,Mr. Stephen D. Ju,0.2401538497258892,male,Credit Suisse,"('EBAY', '2020 q1')",0.0
42104,EXPE,2020 q1,2550,0.4540133712544784,Mr. Stephen D. Ju,0.3447253382939018,male,Credit Suisse,"('EXPE', '2020 q1')",0.0
42105,AMZN,2020 q1,2550,0.5242857357965179,"Mr. R.J. J. Hottovy, Jr",0.5527740213232273,male,"Morningstar, Inc.","('AMZN', '2020 q1')",0.0
42106,BBY,2020 q1,2550,0.4905941034985729,"Mr. R.J. J. Hottovy, Jr",0.781353096781371,male,"Morningstar, Inc.","('BBY', '2020 q1')",0.0
42107,EBAY,2020 q1,2550,0.5533712359168264,"Mr. R.J. J. Hottovy, Jr",0.9147220230298392,male,"Morningstar, Inc.","('EBAY', '2020 q1')",0.0
42108,AMZN,2020 q1,2550,0.5242857357965179,William Kerr,0.2766076156007277,male,Cowen and Company,"('AMZN', '2020 q1')",0.01942194439470768
42109,EBAY,2020 q1,2550,0.5533712359168264,William Kerr,0.6775397281357421,male,Cowen and Company,"('EBAY', '2020 q1')",0.0
42110,AMZN,2020 q1,2550,0.5242857357965179,Ms. Victoria Petrova,0.354292656498995,female,Credit Suisse,"('AMZN', '2020 q1')",0.0
42111,AMZN,2020 q1,2550,0.5242857357965179,Mr. Brian P. Fitzgerald,0.136317119056564,male,"Wells Fargo Securities, LLC","('AMZN', '2020 q1')",0.0
42112,EBAY,2020 q1,2550,0.5533712359168264,Mr. Brian P. Fitzgerald,0.2393455235430839,male,"Wells Fargo Securities, LLC","('EBAY', '2020 q1')",0.0
42113,EXPE,2020 q1,2550,0.4540133712544784,Mr. Brian P. Fitzgerald,0.1742110053867026,male,"Wells Fargo Securities, LLC","('EXPE', '2020 q1')",0.0
42114,AMZN,2020 q1,2550,0.5242857357965179,Mr. Jason S. Helfstein,0.0919710570260644,male,"Oppenheimer & Co., Inc.","('AMZN', '2020 q1')",0.0
42115,AMZN,2020 q1,2550,0.5242857357965179,Mr. Rohit Kulkarni,0.2794556298944618,male,MKM Partners,"('AMZN', '2020 q1')",0.032074978575110435
42116,AMZN,2020 q1,2550,0.5242857357965179,Mr. Cornelio Ash,0.6033902955467502,male,William O'Neil + Co.,"('AMZN', '2020 q1')",0.03333333507180214
42117,AMZN,2020 q1,2550,0.5242857357965179,Greg Melich,0.4282233096643599,male,EVERCORE ISI,"('AMZN', '2020 q1')",0.0
42118,ORLY,2020 q1,2550,0.5746903286136633,Greg Melich,0.3910010925055086,male,EVERCORE ISI,"('ORLY', '2020 q1')",0.01666666753590107
42119,TGT,2020 q1,2550,0.6725957948442185,Greg Melich,0.2875332446528699,male,EVERCORE ISI,"('TGT', '2020 q1')",0.0
42120,AMZN,2020 q1,2550,0.5242857357965179,"Mr. Daniel L. Kurnos, CFA",0.450743830554309,male,The Benchmark Company LLC,"('AMZN', '2020 q1')",0.0
42121,EBAY,2020 q1,2550,0.5533712359168264,"Mr. Daniel L. Kurnos, CFA",0.2497801036198114,male,The Benchmark Company LLC,"('EBAY', '2020 q1')",0.0
42122,EXPE,2020 q1,2550,0.4540133712544784,"Mr. Daniel L. Kurnos, CFA",0.4883741030121822,male,The Benchmark Company LLC,"('EXPE', '2020 q1')",0.0
42123,AMZN,2020 q1,2550,0.5242857357965179,Lloyd Walmsley,0.1817108484025164,male,Deutsche Bank,"('AMZN', '2020 q1')",0.0
42124,EXPE,2020 q1,2550,0.4540133712544784,Lloyd Walmsley,0.242822596443033,male,Deutsche Bank,"('EXPE', '2020 q1')",0.0
42125,AMZN,2020 q1,2550,0.5242857357965179,Michael J. Olson,0.2124109464462348,male,Piper Sandler Companies,"('AMZN', '2020 q1')",0.0
42126,EBAY,2020 q1,2550,0.5533712359168264,Michael J. Olson,0.2004640186976023,male,Piper Sandler Companies,"('EBAY', '2020 q1')",0.0
42127,AMZN,2020 q1,2550,0.5242857357965179,Mr. Youssef H. Squali,0.1831139571928202,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2020 q1')",0.0
42128,EBAY,2020 q1,2550,0.5533712359168264,Mr. Youssef H. Squali,0.1139336279260304,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2020 q1')",0.012840839102864265
42129,AMZN,2020 q1,2550,0.5242857357965179,Mr. Robert S. Drbul,0.2769172309091654,male,Guggenheim Securities LLC,"('AMZN', '2020 q1')",0.0
42130,EBAY,2020 q1,2550,0.5533712359168264,Mr. Robert S. Drbul,0.5230477807360507,male,Guggenheim Securities LLC,"('EBAY', '2020 q1')",0.010168752633035183
42131,GPS,2020 q1,2550,0.5578565982373689,Mr. Robert S. Drbul,0.5798083688523872,male,Guggenheim Securities LLC,"('GPS', '2020 q1')",0.0
42132,JWN,2020 q1,2550,0.5041656642021723,Mr. Robert S. Drbul,0.429793551971134,male,Guggenheim Securities LLC,"('JWN', '2020 q1')",0.0
42133,KSS,2020 q1,2550,0.493346170820677,Mr. Robert S. Drbul,0.556181107829749,male,Guggenheim Securities LLC,"('KSS', '2020 q1')",0.0
42134,LB,2020 q1,2550,0.5722107858198128,Mr. Robert S. Drbul,0.4477575778628077,male,Guggenheim Securities LLC,"('LB', '2020 q1')",0.012315023690462112
42135,ROST,2020 q1,2550,0.4750416468570427,Mr. Robert S. Drbul,0.3591684588632303,male,Guggenheim Securities LLC,"('ROST', '2020 q1')",0.0
42136,TGT,2020 q1,2550,0.6725957948442185,Mr. Robert S. Drbul,0.7136867916156907,male,Guggenheim Securities LLC,"('TGT', '2020 q1')",0.0
42137,AMZN,2020 q1,2550,0.5242857357965179,Mr. Mark S. Mahaney,0.1074538178399521,male,RBC Capital Markets,"('AMZN', '2020 q1')",0.0
42138,EBAY,2020 q1,2550,0.5533712359168264,Mr. Mark S. Mahaney,0.1649563449477789,male,RBC Capital Markets,"('EBAY', '2020 q1')",0.0
42139,EXPE,2020 q1,2550,0.4540133712544784,Mr. Mark S. Mahaney,0.2211127530087634,male,RBC Capital Markets,"('EXPE', '2020 q1')",0.015678272116929293
42140,AMZN,2020 q1,2550,0.5242857357965179,Mr. James E. Faucette,0.5976593109471161,male,Morgan Stanley,"('AMZN', '2020 q1')",0.0
42141,AMZN,2020 q1,2550,0.5242857357965179,Mr. Lee Horowitz,0.1385711416117744,male,EVERCORE ISI,"('AMZN', '2020 q1')",0.0
42142,EBAY,2020 q1,2550,0.5533712359168264,Mr. Lee Horowitz,0.1192508830479961,male,EVERCORE ISI,"('EBAY', '2020 q1')",0.015029502101242542
42143,EXPE,2020 q1,2550,0.4540133712544784,Mr. Lee Horowitz,0.2639693944494836,male,EVERCORE ISI,"('EXPE', '2020 q1')",0.0
42144,AMZN,2020 q1,2550,0.5242857357965179,Mr. Joseph I. Feldman,0.1943859862276782,male,Telsey Advisory Group,"('AMZN', '2020 q1')",0.0
42145,BBY,2020 q1,2550,0.4905941034985729,Mr. Joseph I. Feldman,0.1877007623195813,male,Telsey Advisory Group,"('BBY', '2020 q1')",0.0
42146,DLTR,2020 q1,2550,0.5205592764088878,Mr. Joseph I. Feldman,0.1422086680500017,male,Telsey Advisory Group,"('DLTR', '2020 q1')",0.0038338731974363327
42147,HD,2020 q1,2550,0.4442805402925018,Mr. Joseph I. Feldman,0.1140141090540747,male,Telsey Advisory Group,"('HD', '2020 q1')",0.017214927822351456
42148,LOW,2020 q1,2550,0.5221676470361054,Mr. Joseph I. Feldman,0.3701605024435501,male,Telsey Advisory Group,"('LOW', '2020 q1')",0.0
42149,TGT,2020 q1,2550,0.6725957948442185,Mr. Joseph I. Feldman,0.2121792498091806,male,Telsey Advisory Group,"('TGT', '2020 q1')",0.0
42150,TSCO,2020 q1,2550,0.320096265249547,Mr. Joseph I. Feldman,0.0599163238236759,male,Telsey Advisory Group,"('TSCO', '2020 q1')",0.0
42151,AMZN,2020 q1,2550,0.5242857357965179,Mr. Ross Sandler,0.4391315554985306,male,Barclays,"('AMZN', '2020 q1')",0.0
42152,EBAY,2020 q1,2550,0.5533712359168264,Mr. Ross Sandler,0.3499074449259964,male,Barclays,"('EBAY', '2020 q1')",0.0
42153,AMZN,2020 q1,2550,0.5242857357965179,"Mr. Michael Graham, CFA",0.1977210087807901,male,Canaccord Genuity,"('AMZN', '2020 q1')",0.0
42154,EBAY,2020 q1,2550,0.5533712359168264,"Mr. Michael Graham, CFA",0.2330580738504718,male,Canaccord Genuity,"('EBAY', '2020 q1')",0.0
42155,AZO,2020 q1,2550,0.5243912282895192,"Brian W. Nagel, CFA",0.1969455600497635,male,"Oppenheimer & Co., Inc.","('AZO', '2020 q1')",0.022085148841142654
42156,BBY,2020 q1,2550,0.4905941034985729,"Brian W. Nagel, CFA",0.2499446814625739,male,"Oppenheimer & Co., Inc.","('BBY', '2020 q1')",0.0
42157,HD,2020 q1,2550,0.4442805402925018,"Brian W. Nagel, CFA",0.1906867677680848,male,"Oppenheimer & Co., Inc.","('HD', '2020 q1')",0.0
42158,KMX,2020 q1,2550,0.6679638807513814,"Brian W. Nagel, CFA",0.4512429449530647,male,"Oppenheimer & Co., Inc.","('KMX', '2020 q1')",0.0
42159,ORLY,2020 q1,2550,0.5746903286136633,"Brian W. Nagel, CFA",0.2596106296213567,male,"Oppenheimer & Co., Inc.","('ORLY', '2020 q1')",0.0
42160,TSCO,2020 q1,2550,0.320096265249547,"Brian W. Nagel, CFA",0.1337259691919726,male,"Oppenheimer & Co., Inc.","('TSCO', '2020 q1')",0.062421735376119614
42161,AZO,2020 q1,2550,0.5243912282895192,Daniel H. Hofkin,0.2907359858585606,male,William Blair & Company,"('AZO', '2020 q1')",0.0
42162,ORLY,2020 q1,2550,0.5746903286136633,Daniel H. Hofkin,0.3192141269944869,male,William Blair & Company,"('ORLY', '2020 q1')",0.0
42163,ROST,2020 q1,2550,0.4750416468570427,Daniel H. Hofkin,0.1876013450217888,male,William Blair & Company,"('ROST', '2020 q1')",0.0
42164,ULTA,2020 q1,2550,0.4751405576381888,Daniel H. Hofkin,0.1628768290838654,male,William Blair & Company,"('ULTA', '2020 q1')",0.0
42165,BBY,2020 q1,2550,0.4905941034985729,Camilla Yanushevsky,0.6808594360283887,female,CFRA Equity Research,"('BBY', '2020 q1')",0.0
42166,DG,2020 q1,2550,0.4273920779670885,Camilla Yanushevsky,0.57148647634119,female,CFRA Equity Research,"('DG', '2020 q1')",0.0
42167,DLTR,2020 q1,2550,0.5205592764088878,Camilla Yanushevsky,0.4429826244716171,female,CFRA Equity Research,"('DLTR', '2020 q1')",0.0
42168,GPS,2020 q1,2550,0.5578565982373689,Camilla Yanushevsky,0.5076583366104479,female,CFRA Equity Research,"('GPS', '2020 q1')",0.0
42169,JWN,2020 q1,2550,0.5041656642021723,Camilla Yanushevsky,0.3577574990153743,female,CFRA Equity Research,"('JWN', '2020 q1')",0.0
42170,KSS,2020 q1,2550,0.493346170820677,Camilla Yanushevsky,0.4217653040357769,female,CFRA Equity Research,"('KSS', '2020 q1')",0.0
42171,LB,2020 q1,2550,0.5722107858198128,Camilla Yanushevsky,0.5887000272737847,female,CFRA Equity Research,"('LB', '2020 q1')",0.0
42172,ROST,2020 q1,2550,0.4750416468570427,Camilla Yanushevsky,0.4182444399176417,female,CFRA Equity Research,"('ROST', '2020 q1')",0.0
42173,TIF,2020 q1,2550,0.9361028989160456,Camilla Yanushevsky,0.8710540047151886,female,CFRA Equity Research,"('TIF', '2020 q1')",0.0
42174,TJX,2020 q1,2550,0.5166214808624752,Camilla Yanushevsky,0.5087526549772082,female,CFRA Equity Research,"('TJX', '2020 q1')",0.0
42175,TSCO,2020 q1,2550,0.320096265249547,Camilla Yanushevsky,0.3942338089618351,female,CFRA Equity Research,"('TSCO', '2020 q1')",0.0
42176,ULTA,2020 q1,2550,0.4751405576381888,Camilla Yanushevsky,0.4019841489682081,female,CFRA Equity Research,"('ULTA', '2020 q1')",0.0
42177,BBY,2020 q1,2550,0.4905941034985729,"Curtis Nagle, CFA",0.3715187525915891,male,BofA Global Research,"('BBY', '2020 q1')",0.0
42178,BBY,2020 q1,2550,0.4905941034985729,Mr. Randal J. Konik,0.199328345337219,male,Jefferies,"('BBY', '2020 q1')",0.0
42179,GPS,2020 q1,2550,0.5578565982373689,Mr. Randal J. Konik,0.1918730487647906,male,Jefferies,"('GPS', '2020 q1')",0.0
42180,KSS,2020 q1,2550,0.493346170820677,Mr. Randal J. Konik,0.2521601853315103,male,Jefferies,"('KSS', '2020 q1')",0.0
42181,LB,2020 q1,2550,0.5722107858198128,Mr. Randal J. Konik,0.3989879868633247,male,Jefferies,"('LB', '2020 q1')",0.0
42182,TSCO,2020 q1,2550,0.320096265249547,Mr. Randal J. Konik,0.1437875937794756,male,Jefferies,"('TSCO', '2020 q1')",0.0
42183,BBY,2020 q1,2550,0.4905941034985729,Karen Short,0.3135956942749902,female,Barclays,"('BBY', '2020 q1')",0.0
42184,DLTR,2020 q1,2550,0.5205592764088878,Karen Short,0.387261460047224,female,Barclays,"('DLTR', '2020 q1')",0.0
42185,HD,2020 q1,2550,0.4442805402925018,Karen Short,0.2205393422163922,female,Barclays,"('HD', '2020 q1')",0.0
42186,LOW,2020 q1,2550,0.5221676470361054,Karen Short,0.413154220267978,female,Barclays,"('LOW', '2020 q1')",0.0
42187,TGT,2020 q1,2550,0.6725957948442185,Karen Short,0.1654646730187701,female,Barclays,"('TGT', '2020 q1')",0.011559713631868362
42188,BBY,2020 q1,2550,0.4905941034985729,Mr. John E. Heinbockel,0.1117660658194256,male,Guggenheim Securities LLC,"('BBY', '2020 q1')",0.0
42189,DLTR,2020 q1,2550,0.5205592764088878,Mr. John E. Heinbockel,0.0872088954043956,male,Guggenheim Securities LLC,"('DLTR', '2020 q1')",0.0
42190,BKNG,2020 q1,2550,0.6731580798635527,Mr. Dan Wasiolek,0.5711985707385296,male,"Morningstar, Inc.","('BKNG', '2020 q1')",0.011111111690600714
42191,EXPE,2020 q1,2550,0.4540133712544784,Mr. Dan Wasiolek,0.5196986134402866,male,"Morningstar, Inc.","('EXPE', '2020 q1')",0.002222222338120143
42192,BKNG,2020 q1,2550,0.6731580798635527,"Mr. James L. Hardiman, CFA",0.3511289272401827,male,Wedbush Securities Inc.,"('BKNG', '2020 q1')",0.0
42193,BKNG,2020 q1,2550,0.6731580798635527,Research Department,0.6932851426780158,Not a person,RBC Capital Markets,"('BKNG', '2020 q1')",0.0
42194,BKNG,2020 q1,2550,0.6731580798635527,Research Department,0.6932851426780158,Not a person,Trefis,"('BKNG', '2020 q1')",0.0
42195,EXPE,2020 q1,2550,0.4540133712544784,Research Department,0.3665788920482372,Not a person,RBC Capital Markets,"('EXPE', '2020 q1')",0.0
42196,EXPE,2020 q1,2550,0.4540133712544784,Research Department,0.3665788920482372,Not a person,Trefis,"('EXPE', '2020 q1')",0.0
42197,DG,2020 q1,2550,0.4273920779670885,Mr. Rupesh Parikh,0.1565438664743375,male,"Oppenheimer & Co., Inc.","('DG', '2020 q1')",0.0
42198,DLTR,2020 q1,2550,0.5205592764088878,Mr. Rupesh Parikh,0.1236372568249689,male,"Oppenheimer & Co., Inc.","('DLTR', '2020 q1')",0.008993458934128284
42199,ULTA,2020 q1,2550,0.4751405576381888,Mr. Rupesh Parikh,0.1655395847019071,male,"Oppenheimer & Co., Inc.","('ULTA', '2020 q1')",0.009715887485072017
42200,DG,2020 q1,2550,0.4273920779670885,"Paul E. Trussell, CFA",0.1462493276079234,male,Deutsche Bank,"('DG', '2020 q1')",0.01167866587638855
42201,DLTR,2020 q1,2550,0.5205592764088878,"Paul E. Trussell, CFA",0.8482188428008712,male,Deutsche Bank,"('DLTR', '2020 q1')",0.0
42202,TGT,2020 q1,2550,0.6725957948442185,"Paul E. Trussell, CFA",0.9180848996799628,male,Deutsche Bank,"('TGT', '2020 q1')",0.0
42203,ULTA,2020 q1,2550,0.4751405576381888,"Paul E. Trussell, CFA",0.9585420131739802,male,Deutsche Bank,"('ULTA', '2020 q1')",0.0
42204,DG,2020 q1,2550,0.4273920779670885,Jeffrey Drotar,0.1828743163238965,male,Jefferies,"('DG', '2020 q1')",0.0
42205,DG,2020 q1,2550,0.4273920779670885,Edward J. Kelly,0.1731030972835605,male,"Wells Fargo Securities, LLC","('DG', '2020 q1')",0.025447174906730652
42206,DLTR,2020 q1,2550,0.5205592764088878,Edward J. Kelly,0.1789681332571786,male,"Wells Fargo Securities, LLC","('DLTR', '2020 q1')",0.0
42207,TGT,2020 q1,2550,0.6725957948442185,Edward J. Kelly,0.4225496914611727,male,"Wells Fargo Securities, LLC","('TGT', '2020 q1')",0.0
42208,DG,2020 q1,2550,0.4273920779670885,Ms. Judah C. Frommer,0.1932700708554563,female,Credit Suisse,"('DG', '2020 q1')",0.0
42209,DG,2020 q1,2550,0.4273920779670885,"Robert F. Ohmes, CFA",0.6784933928204012,male,BofA Global Research,"('DG', '2020 q1')",0.03333333507180214
42210,DLTR,2020 q1,2550,0.5205592764088878,"Robert F. Ohmes, CFA",0.2083725847650396,male,BofA Global Research,"('DLTR', '2020 q1')",0.0
42211,TGT,2020 q1,2550,0.6725957948442185,"Robert F. Ohmes, CFA",0.2386701769186581,male,BofA Global Research,"('TGT', '2020 q1')",0.01666666753590107
42212,DLTR,2020 q1,2550,0.5205592764088878,SADIF Research,0.991601139672302,Not a person,Sadif Analytics Prime,"('DLTR', '2020 q1')",0.9504271745681763
42213,JWN,2020 q1,2550,0.5041656642021723,SADIF Research,0.9700889322967784,Not a person,Sadif Analytics Prime,"('JWN', '2020 q1')",0.9530152082443237
42214,ORLY,2020 q1,2550,0.5746903286136633,SADIF Research,0.9565091522141874,Not a person,Sadif Analytics Prime,"('ORLY', '2020 q1')",0.9156904816627502
42215,TGT,2020 q1,2550,0.6725957948442185,SADIF Research,0.9927517294350292,Not a person,Sadif Analytics Prime,"('TGT', '2020 q1')",0.9641837477684021
42216,TIF,2020 q1,2550,0.9361028989160456,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TIF', '2020 q1')",0.9786215424537659
42217,DLTR,2020 q1,2550,0.5205592764088878,Mr. Peter J. Keith,0.271612755786286,male,Piper Sandler Companies,"('DLTR', '2020 q1')",0.0
42218,HD,2020 q1,2550,0.4442805402925018,Mr. Peter J. Keith,0.1640768857449747,male,Piper Sandler Companies,"('HD', '2020 q1')",0.0
42219,LOW,2020 q1,2550,0.5221676470361054,Mr. Peter J. Keith,0.2200288750466797,male,Piper Sandler Companies,"('LOW', '2020 q1')",0.0
42220,TSCO,2020 q1,2550,0.320096265249547,Mr. Peter J. Keith,0.1775845111946225,male,Piper Sandler Companies,"('TSCO', '2020 q1')",0.00703712971881032
42221,EBAY,2020 q1,2550,0.5533712359168264,Mr. Kunal Madhukar,0.8524979800659211,male,Deutsche Bank,"('EBAY', '2020 q1')",0.0
42222,EBAY,2020 q1,2550,0.5533712359168264,Maxwell Spaeth,0.2669934002930269,male,Cowen and Company,"('EBAY', '2020 q1')",0.0
42223,EBAY,2020 q1,2550,0.5533712359168264,Mr. Brent J. Thill,0.157134878515759,male,Jefferies,"('EBAY', '2020 q1')",0.0
42224,EXPE,2020 q1,2550,0.4540133712544784,Mr. Brent J. Thill,0.2147625793122958,male,Jefferies,"('EXPE', '2020 q1')",0.0
42225,EBAY,2020 q1,2550,0.5533712359168264,John Freeman,0.7670478992296897,male,CFRA Equity Research,"('EBAY', '2020 q1')",0.0
42226,EBAY,2020 q1,2550,0.5533712359168264,Mr. Ygal Arounian,0.4537363916968964,male,Wedbush Securities Inc.,"('EBAY', '2020 q1')",0.0
42227,EXPE,2020 q1,2550,0.4540133712544784,Naved Khan,0.2322669699542681,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2020 q1')",0.0
42228,EXPE,2020 q1,2550,0.4540133712544784,Mr. Jake A. Fuller,0.1891613371092428,male,Guggenheim Securities LLC,"('EXPE', '2020 q1')",0.0
42229,EXPE,2020 q1,2550,0.4540133712544784,"Mr. Edward M. Woo, CFA",0.1540535407068851,male,Ascendiant Capital Markets,"('EXPE', '2020 q1')",0.0
42230,EXPE,2020 q1,2550,0.4540133712544784,Mr. Deepak Mathivanan,0.3091189336511391,male,Barclays,"('EXPE', '2020 q1')",0.007628959603607655
42231,GPS,2020 q1,2550,0.5578565982373689,Ms. Jennifer G. Redding,0.2258532266566324,female,Wedbush Securities Inc.,"('GPS', '2020 q1')",0.0
42232,JWN,2020 q1,2550,0.5041656642021723,Ms. Jennifer G. Redding,0.1502945661228926,female,Wedbush Securities Inc.,"('JWN', '2020 q1')",0.006938006728887558
42233,LB,2020 q1,2550,0.5722107858198128,Ms. Jennifer G. Redding,0.2896419018700993,female,Wedbush Securities Inc.,"('LB', '2020 q1')",0.0035133210476487875
42234,ROST,2020 q1,2550,0.4750416468570427,Ms. Jennifer G. Redding,0.428028388313311,female,Wedbush Securities Inc.,"('ROST', '2020 q1')",0.0
42235,GPS,2020 q1,2550,0.5578565982373689,Mr. Michael C. Binetti,0.5771382161437998,male,Credit Suisse,"('GPS', '2020 q1')",0.0
42236,LB,2020 q1,2550,0.5722107858198128,Mr. Michael C. Binetti,0.495271210088179,male,Credit Suisse,"('LB', '2020 q1')",0.0
42237,ROST,2020 q1,2550,0.4750416468570427,Mr. Michael C. Binetti,0.5063970885493189,male,Credit Suisse,"('ROST', '2020 q1')",0.0
42238,TJX,2020 q1,2550,0.5166214808624752,Mr. Michael C. Binetti,0.404883610751193,male,Credit Suisse,"('TJX', '2020 q1')",0.0
42239,GPS,2020 q1,2550,0.5578565982373689,"Kimberly C. Greenberger, CFA",0.4016391846476479,female,Morgan Stanley,"('GPS', '2020 q1')",0.0
42240,JWN,2020 q1,2550,0.5041656642021723,"Kimberly C. Greenberger, CFA",0.1852230584037885,female,Morgan Stanley,"('JWN', '2020 q1')",0.013206809759140015
42241,KSS,2020 q1,2550,0.493346170820677,"Kimberly C. Greenberger, CFA",0.3478388291029384,female,Morgan Stanley,"('KSS', '2020 q1')",0.0036789830774068832
42242,LB,2020 q1,2550,0.5722107858198128,"Kimberly C. Greenberger, CFA",0.1761420028582349,female,Morgan Stanley,"('LB', '2020 q1')",0.011111111690600714
42243,ROST,2020 q1,2550,0.4750416468570427,"Kimberly C. Greenberger, CFA",0.173526833586437,female,Morgan Stanley,"('ROST', '2020 q1')",0.0
42244,TIF,2020 q1,2550,0.9361028989160456,"Kimberly C. Greenberger, CFA",0.8849538153543871,female,Morgan Stanley,"('TIF', '2020 q1')",0.0
42245,TJX,2020 q1,2550,0.5166214808624752,"Kimberly C. Greenberger, CFA",0.2321303556942269,female,Morgan Stanley,"('TJX', '2020 q1')",0.0
42246,GPS,2020 q1,2550,0.5578565982373689,"Mr. Westcott I. Rochette, CFA",0.8306209924352265,male,EVERCORE ISI,"('GPS', '2020 q1')",0.0
42247,GPS,2020 q1,2550,0.5578565982373689,Ms. Adrienne Y. Yih,0.1279058605748224,female,Barclays,"('GPS', '2020 q1')",0.0
42248,JWN,2020 q1,2550,0.5041656642021723,Ms. Adrienne Y. Yih,0.1154420204795362,female,Barclays,"('JWN', '2020 q1')",0.024510430172085762
42249,LB,2020 q1,2550,0.5722107858198128,Ms. Adrienne Y. Yih,0.1129653989701733,female,Barclays,"('LB', '2020 q1')",0.0
42250,ROST,2020 q1,2550,0.4750416468570427,Ms. Adrienne Y. Yih,0.0981442264219919,female,Barclays,"('ROST', '2020 q1')",0.0
42251,TJX,2020 q1,2550,0.5166214808624752,Ms. Adrienne Y. Yih,0.1747922915470325,female,Barclays,"('TJX', '2020 q1')",0.0
42252,ULTA,2020 q1,2550,0.4751405576381888,Ms. Adrienne Y. Yih,0.0979797618948964,female,Barclays,"('ULTA', '2020 q1')",0.013925990089774132
42253,GPS,2020 q1,2550,0.5578565982373689,"Ms. Roxanne F. Meyer, CFA",0.312098874338318,female,MKM Partners,"('GPS', '2020 q1')",0.03934532776474953
42254,LB,2020 q1,2550,0.5722107858198128,"Ms. Roxanne F. Meyer, CFA",0.3921062688795334,female,MKM Partners,"('LB', '2020 q1')",0.014614185318350792
42255,ROST,2020 q1,2550,0.4750416468570427,"Ms. Roxanne F. Meyer, CFA",0.3810198952898343,female,MKM Partners,"('ROST', '2020 q1')",0.0
42256,TJX,2020 q1,2550,0.5166214808624752,"Ms. Roxanne F. Meyer, CFA",0.5441006466927553,female,MKM Partners,"('TJX', '2020 q1')",0.0
42257,GPS,2020 q1,2550,0.5578565982373689,Kate Fitzsimons,0.1694144202625368,female,RBC Capital Markets,"('GPS', '2020 q1')",0.0
42258,LB,2020 q1,2550,0.5722107858198128,Kate Fitzsimons,0.168660818932544,female,RBC Capital Markets,"('LB', '2020 q1')",0.008078681615491709
42259,ROST,2020 q1,2550,0.4750416468570427,Kate Fitzsimons,0.2065513192958072,female,RBC Capital Markets,"('ROST', '2020 q1')",0.0
42260,TJX,2020 q1,2550,0.5166214808624752,Kate Fitzsimons,0.1997526212007384,female,RBC Capital Markets,"('TJX', '2020 q1')",0.0
42261,GPS,2020 q1,2550,0.5578565982373689,"Lorraine C. Hutchinson, CFA",0.3581761394064719,female,BofA Global Research,"('GPS', '2020 q1')",0.0
42262,JWN,2020 q1,2550,0.5041656642021723,"Lorraine C. Hutchinson, CFA",0.3277610250367032,female,BofA Global Research,"('JWN', '2020 q1')",0.0
42263,KSS,2020 q1,2550,0.493346170820677,"Lorraine C. Hutchinson, CFA",0.3690421156961397,female,BofA Global Research,"('KSS', '2020 q1')",0.0
42264,LB,2020 q1,2550,0.5722107858198128,"Lorraine C. Hutchinson, CFA",0.1597358244154519,female,BofA Global Research,"('LB', '2020 q1')",0.0
42265,ROST,2020 q1,2550,0.4750416468570427,"Lorraine C. Hutchinson, CFA",0.2075928638378719,female,BofA Global Research,"('ROST', '2020 q1')",0.0
42266,TJX,2020 q1,2550,0.5166214808624752,"Lorraine C. Hutchinson, CFA",0.3231789055462603,female,BofA Global Research,"('TJX', '2020 q1')",0.0
42267,GPS,2020 q1,2550,0.5578565982373689,"Mr. Ike Boruchow, Jr",0.2072687360730247,male,"Wells Fargo Securities, LLC","('GPS', '2020 q1')",0.0
42268,LB,2020 q1,2550,0.5722107858198128,"Mr. Ike Boruchow, Jr",0.1987254489500189,male,"Wells Fargo Securities, LLC","('LB', '2020 q1')",0.0
42269,ROST,2020 q1,2550,0.4750416468570427,"Mr. Ike Boruchow, Jr",0.1835475234447509,male,"Wells Fargo Securities, LLC","('ROST', '2020 q1')",0.0
42270,TJX,2020 q1,2550,0.5166214808624752,"Mr. Ike Boruchow, Jr",0.190900187442872,male,"Wells Fargo Securities, LLC","('TJX', '2020 q1')",0.0
42271,ULTA,2020 q1,2550,0.4751405576381888,"Mr. Ike Boruchow, Jr",0.1178039229089472,male,"Wells Fargo Securities, LLC","('ULTA', '2020 q1')",0.0
42272,GPS,2020 q1,2550,0.5578565982373689,Ms. Dana L. Telsey,0.3758337590126937,female,Telsey Advisory Group,"('GPS', '2020 q1')",0.0
42273,JWN,2020 q1,2550,0.5041656642021723,Ms. Dana L. Telsey,0.1872276857334708,female,Telsey Advisory Group,"('JWN', '2020 q1')",0.0
42274,LB,2020 q1,2550,0.5722107858198128,Ms. Dana L. Telsey,0.4361699469048368,female,Telsey Advisory Group,"('LB', '2020 q1')",0.0
42275,ROST,2020 q1,2550,0.4750416468570427,Ms. Dana L. Telsey,0.236725355756592,female,Telsey Advisory Group,"('ROST', '2020 q1')",0.0
42276,ULTA,2020 q1,2550,0.4751405576381888,Ms. Dana L. Telsey,0.3841178344285525,female,Telsey Advisory Group,"('ULTA', '2020 q1')",0.0
42277,GPS,2020 q1,2550,0.5578565982373689,David Swartz,0.5283998615545251,male,"Morningstar, Inc.","('GPS', '2020 q1')",0.0
42278,JWN,2020 q1,2550,0.5041656642021723,David Swartz,0.4656903655627702,male,"Morningstar, Inc.","('JWN', '2020 q1')",0.008333333767950535
42279,KSS,2020 q1,2550,0.493346170820677,David Swartz,0.5230659829010604,male,"Morningstar, Inc.","('KSS', '2020 q1')",0.020000001043081285
42280,ULTA,2020 q1,2550,0.4751405576381888,David Swartz,0.4097492001943541,male,"Morningstar, Inc.","('ULTA', '2020 q1')",0.0
42281,GPS,2020 q1,2550,0.5578565982373689,"Mr. Oliver Chen, CFA",0.426823040458904,male,Cowen and Company,"('GPS', '2020 q1')",0.0
42282,JWN,2020 q1,2550,0.5041656642021723,"Mr. Oliver Chen, CFA",0.2607348307457403,male,Cowen and Company,"('JWN', '2020 q1')",0.0
42283,KSS,2020 q1,2550,0.493346170820677,"Mr. Oliver Chen, CFA",0.3226477695431913,male,Cowen and Company,"('KSS', '2020 q1')",0.0
42284,LB,2020 q1,2550,0.5722107858198128,"Mr. Oliver Chen, CFA",0.5530539277209044,male,Cowen and Company,"('LB', '2020 q1')",0.0
42285,TGT,2020 q1,2550,0.6725957948442185,"Mr. Oliver Chen, CFA",0.2600041893336265,male,Cowen and Company,"('TGT', '2020 q1')",0.0
42286,ULTA,2020 q1,2550,0.4751405576381888,"Mr. Oliver Chen, CFA",0.5044993761389787,male,Cowen and Company,"('ULTA', '2020 q1')",0.0
42287,HD,2020 q1,2550,0.4442805402925018,"Mr. Kenneth M. Leon, CPA",0.7165938177642397,male,CFRA Equity Research,"('HD', '2020 q1')",0.0
42288,LOW,2020 q1,2550,0.5221676470361054,"Mr. Kenneth M. Leon, CPA",0.7270266087070149,male,CFRA Equity Research,"('LOW', '2020 q1')",0.0
42289,HD,2020 q1,2550,0.4442805402925018,"Mr. Steven Forbes, CPA",0.2240241375744068,male,Guggenheim Securities LLC,"('HD', '2020 q1')",0.0
42290,LOW,2020 q1,2550,0.5221676470361054,"Mr. Steven Forbes, CPA",0.2342863030935475,male,Guggenheim Securities LLC,"('LOW', '2020 q1')",0.007580640725791454
42291,TSCO,2020 q1,2550,0.320096265249547,"Mr. Steven Forbes, CPA",0.1153523367061067,male,Guggenheim Securities LLC,"('TSCO', '2020 q1')",0.0
42292,ULTA,2020 q1,2550,0.4751405576381888,"Mr. Steven Forbes, CPA",0.1355910366434908,male,Guggenheim Securities LLC,"('ULTA', '2020 q1')",0.0
42293,HD,2020 q1,2550,0.4442805402925018,"Ms. Jaime M. M. Katz, CFA",0.7078215119312748,female,"Morningstar, Inc.","('HD', '2020 q1')",0.0
42294,LB,2020 q1,2550,0.5722107858198128,"Ms. Jaime M. M. Katz, CFA",0.7231105976848121,female,"Morningstar, Inc.","('LB', '2020 q1')",0.007366140683492025
42295,LOW,2020 q1,2550,0.5221676470361054,"Ms. Jaime M. M. Katz, CFA",0.6337626890754967,female,"Morningstar, Inc.","('LOW', '2020 q1')",0.03333333507180214
42296,TSCO,2020 q1,2550,0.320096265249547,"Ms. Jaime M. M. Katz, CFA",0.5815844593552781,female,"Morningstar, Inc.","('TSCO', '2020 q1')",0.0
42297,HD,2020 q1,2550,0.4442805402925018,Keith B. Hughes,0.2594708841095118,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2020 q1')",0.0
42298,JWN,2020 q1,2550,0.5041656642021723,Mr. Omar R. Saad,0.3430749791705042,male,EVERCORE ISI,"('JWN', '2020 q1')",0.04271954670548439
42299,KSS,2020 q1,2550,0.493346170820677,Mr. Omar R. Saad,0.3644646380509216,male,EVERCORE ISI,"('KSS', '2020 q1')",0.01054225955158472
42300,LB,2020 q1,2550,0.5722107858198128,Mr. Omar R. Saad,0.6094855892482173,male,EVERCORE ISI,"('LB', '2020 q1')",0.03333333507180214
42301,ROST,2020 q1,2550,0.4750416468570427,Mr. Omar R. Saad,0.4231302277574504,male,EVERCORE ISI,"('ROST', '2020 q1')",0.02068895287811756
42302,TJX,2020 q1,2550,0.5166214808624752,Mr. Omar R. Saad,0.2411263623136753,male,EVERCORE ISI,"('TJX', '2020 q1')",0.0
42303,ULTA,2020 q1,2550,0.4751405576381888,Mr. Omar R. Saad,0.2240901170835462,male,EVERCORE ISI,"('ULTA', '2020 q1')",0.0
42304,JWN,2020 q1,2550,0.5041656642021723,Mr. Dylan Carden,0.4433084768336187,male,William Blair & Company,"('JWN', '2020 q1')",0.0
42305,KMX,2020 q1,2550,0.6679638807513814,Mr. David Whiston,0.7722795458980289,male,"Morningstar, Inc.","('KMX', '2020 q1')",0.0
42306,KMX,2020 q1,2550,0.6679638807513814,"Ms. Sharon M. Zackfia, CFA",0.5469502747119689,female,William Blair & Company,"('KMX', '2020 q1')",0.0
42307,KSS,2020 q1,2550,0.493346170820677,Mr. Brian D. Callen,0.1505590592110723,male,BofA Global Research,"('KSS', '2020 q1')",0.03209646791219711
42308,LB,2020 q1,2550,0.5722107858198128,Tiffany Kanaga,0.6077078564029766,female,Deutsche Bank,"('LB', '2020 q1')",0.0
42309,LKQ,2020 q1,2550,0.6501040585364211,Mr. John Healy,0.3171663222894763,male,Northcoast Research,"('LKQ', '2020 q1')",0.010368806309998035
42310,LKQ,2020 q1,2550,0.6501040585364211,Ms. Stephanie Benjamin,0.3065343794435787,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2020 q1')",0.0
42311,LKQ,2020 q1,2550,0.6501040585364211,"Hr. Sven Kreitmair, CFA",0.862086416612907,male,UniCredit Research,"('LKQ', '2020 q1')",0.0
42312,LKQ,2020 q1,2550,0.6501040585364211,Mr. Scott L. Pope,0.6509173050609566,male,"Morningstar, Inc.","('LKQ', '2020 q1')",0.0
42313,ORLY,2020 q1,2550,0.5746903286136633,Ms. Elizabeth L G. Suzuki,0.3839467076373881,female,BofA Global Research,"('ORLY', '2020 q1')",0.0
42314,TSCO,2020 q1,2550,0.320096265249547,Ms. Elizabeth L G. Suzuki,0.1724201133896976,female,BofA Global Research,"('TSCO', '2020 q1')",0.0
42315,ROST,2020 q1,2550,0.4750416468570427,"Mr. John D. Kernan, CFA",0.2233867488085432,male,Cowen and Company,"('ROST', '2020 q1')",0.0
42316,TJX,2020 q1,2550,0.5166214808624752,"Mr. John D. Kernan, CFA",0.6162103413875255,male,Cowen and Company,"('TJX', '2020 q1')",0.0
42317,TIF,2020 q1,2550,0.9361028989160456,Fr. Jelena Sokolova,0.9227802030017186,female,"Morningstar, Inc.","('TIF', '2020 q1')",0.0
42318,TSCO,2020 q1,2550,0.320096265249547,"Charles E. Cerankosky, Jr",0.1025379543736626,male,Northcoast Research,"('TSCO', '2020 q1')",0.0
42319,ULTA,2020 q1,2550,0.4751405576381888,Erinn E. Murphy,0.2471003337399921,female,Piper Sandler Companies,"('ULTA', '2020 q1')",0.0
42320,AAP,2020 q2,2550,0.3521659714940494,Zain Akbari,0.6705172025662317,male,"Morningstar, Inc.","('AAP', '2020 q2')",0.0
42321,AZO,2020 q2,2550,0.5067161715336954,Zain Akbari,0.6918303564957075,male,"Morningstar, Inc.","('AZO', '2020 q2')",0.0
42322,DLTR,2020 q2,2550,0.4529517645754453,Zain Akbari,0.6165576969430729,male,"Morningstar, Inc.","('DLTR', '2020 q2')",0.0
42323,GPC,2020 q2,2550,0.5282898689450837,Zain Akbari,0.5983136359951886,male,"Morningstar, Inc.","('GPC', '2020 q2')",0.011111111690600714
42324,ORLY,2020 q2,2550,0.5693153831152874,Zain Akbari,0.675035518432841,male,"Morningstar, Inc.","('ORLY', '2020 q2')",0.0
42325,ROST,2020 q2,2550,0.3666967438368653,Zain Akbari,0.48430705684052,male,"Morningstar, Inc.","('ROST', '2020 q2')",0.013333334028720856
42326,TGT,2020 q2,2550,0.5821850390483614,Zain Akbari,0.6526022600546028,male,"Morningstar, Inc.","('TGT', '2020 q2')",0.0
42327,TJX,2020 q2,2550,0.3752655961728778,Zain Akbari,0.5642332781258846,male,"Morningstar, Inc.","('TJX', '2020 q2')",0.0
42328,AAP,2020 q2,2550,0.3521659714940494,Mr. Seth I. Sigman,0.1848576148882565,male,Credit Suisse,"('AAP', '2020 q2')",0.017984673380851746
42329,BBY,2020 q2,2550,0.4771440065222814,Mr. Seth I. Sigman,0.3394536772166103,male,Credit Suisse,"('BBY', '2020 q2')",0.00660970713943243
42330,HD,2020 q2,2550,0.3928276889298927,Mr. Seth I. Sigman,0.3365097221001248,male,Credit Suisse,"('HD', '2020 q2')",0.007497005785504977
42331,KMX,2020 q2,2550,0.6424368626060162,Mr. Seth I. Sigman,0.4253988443568674,male,Credit Suisse,"('KMX', '2020 q2')",0.0
42332,LOW,2020 q2,2550,0.5393297740322913,Mr. Seth I. Sigman,0.3870837922944861,male,Credit Suisse,"('LOW', '2020 q2')",0.0
42333,AAP,2020 q2,2550,0.3521659714940494,Mr. Brian D. Callen,0.0840295065351655,male,BofA Global Research,"('AAP', '2020 q2')",0.0
42334,AAP,2020 q2,2550,0.3521659714940494,"Mr. Bret D. Jordan, CFA, CFA",0.2053460030308191,male,Jefferies,"('AAP', '2020 q2')",0.0
42335,AZO,2020 q2,2550,0.5067161715336954,"Mr. Bret D. Jordan, CFA, CFA",0.212612076593774,male,Jefferies,"('AZO', '2020 q2')",0.0
42336,GPC,2020 q2,2550,0.5282898689450837,"Mr. Bret D. Jordan, CFA, CFA",0.4199010312312313,male,Jefferies,"('GPC', '2020 q2')",0.0
42337,LKQ,2020 q2,2550,0.5234504669447769,"Mr. Bret D. Jordan, CFA, CFA",0.3303688362050334,male,Jefferies,"('LKQ', '2020 q2')",0.0
42338,ORLY,2020 q2,2550,0.5693153831152874,"Mr. Bret D. Jordan, CFA, CFA",0.2639032806842942,male,Jefferies,"('ORLY', '2020 q2')",0.0
42339,AAP,2020 q2,2550,0.3521659714940494,Daniel H. Hofkin,0.1253760282861772,male,William Blair & Company,"('AAP', '2020 q2')",0.0
42340,AZO,2020 q2,2550,0.5067161715336954,Daniel H. Hofkin,0.3294252026241295,male,William Blair & Company,"('AZO', '2020 q2')",0.03430666774511337
42341,ORLY,2020 q2,2550,0.5693153831152874,Daniel H. Hofkin,0.2318931569769899,male,William Blair & Company,"('ORLY', '2020 q2')",0.012598700355738401
42342,ROST,2020 q2,2550,0.3666967438368653,Daniel H. Hofkin,0.3482550441109871,male,William Blair & Company,"('ROST', '2020 q2')",0.0
42343,ULTA,2020 q2,2550,0.423295752128873,Daniel H. Hofkin,0.1673795416810853,male,William Blair & Company,"('ULTA', '2020 q2')",0.0
42344,AAP,2020 q2,2550,0.3521659714940494,"Zachary Fadem, CPA",0.0828174978181641,male,"Wells Fargo Securities, LLC","('AAP', '2020 q2')",0.0
42345,AZO,2020 q2,2550,0.5067161715336954,"Zachary Fadem, CPA",0.1743912141213844,male,"Wells Fargo Securities, LLC","('AZO', '2020 q2')",0.0
42346,BBY,2020 q2,2550,0.4771440065222814,"Zachary Fadem, CPA",0.1902882241474178,male,"Wells Fargo Securities, LLC","('BBY', '2020 q2')",0.0
42347,HD,2020 q2,2550,0.3928276889298927,"Zachary Fadem, CPA",0.0931380680202141,male,"Wells Fargo Securities, LLC","('HD', '2020 q2')",0.0
42348,LOW,2020 q2,2550,0.5393297740322913,"Zachary Fadem, CPA",0.1836203207753554,male,"Wells Fargo Securities, LLC","('LOW', '2020 q2')",0.0
42349,ORLY,2020 q2,2550,0.5693153831152874,"Zachary Fadem, CPA",0.172475858544344,male,"Wells Fargo Securities, LLC","('ORLY', '2020 q2')",0.0
42350,TSCO,2020 q2,2550,0.3841572807780472,"Zachary Fadem, CPA",0.114990458747336,male,"Wells Fargo Securities, LLC","('TSCO', '2020 q2')",0.0
42351,AAP,2020 q2,2550,0.3521659714940494,"Mr. Simeon Gutman, CFA",0.6454426636447311,male,Morgan Stanley,"('AAP', '2020 q2')",0.0
42352,AZO,2020 q2,2550,0.5067161715336954,"Mr. Simeon Gutman, CFA",0.7628996804337967,male,Morgan Stanley,"('AZO', '2020 q2')",0.0
42353,BBY,2020 q2,2550,0.4771440065222814,"Mr. Simeon Gutman, CFA",0.4949637461057158,male,Morgan Stanley,"('BBY', '2020 q2')",0.0
42354,DLTR,2020 q2,2550,0.4529517645754453,"Mr. Simeon Gutman, CFA",0.5557703370099306,male,Morgan Stanley,"('DLTR', '2020 q2')",0.0
42355,LOW,2020 q2,2550,0.5393297740322913,"Mr. Simeon Gutman, CFA",0.4489539318046886,male,Morgan Stanley,"('LOW', '2020 q2')",0.0
42356,ORLY,2020 q2,2550,0.5693153831152874,"Mr. Simeon Gutman, CFA",0.3765886934658085,male,Morgan Stanley,"('ORLY', '2020 q2')",0.0
42357,TGT,2020 q2,2550,0.5821850390483614,"Mr. Simeon Gutman, CFA",0.6005614923156053,male,Morgan Stanley,"('TGT', '2020 q2')",0.0
42358,TSCO,2020 q2,2550,0.3841572807780472,"Mr. Simeon Gutman, CFA",0.4481360746050157,male,Morgan Stanley,"('TSCO', '2020 q2')",0.0034582450365026793
42359,ULTA,2020 q2,2550,0.423295752128873,"Mr. Simeon Gutman, CFA",0.5891325594155007,male,Morgan Stanley,"('ULTA', '2020 q2')",0.0
42360,AAP,2020 q2,2550,0.3521659714940494,"Mr. Seth M. Basham, CFA",0.1180933469820086,male,Wedbush Securities Inc.,"('AAP', '2020 q2')",0.0
42361,GPC,2020 q2,2550,0.5282898689450837,"Mr. Seth M. Basham, CFA",0.2961924730989435,male,Wedbush Securities Inc.,"('GPC', '2020 q2')",0.0
42362,HD,2020 q2,2550,0.3928276889298927,"Mr. Seth M. Basham, CFA",0.1243891809444539,male,Wedbush Securities Inc.,"('HD', '2020 q2')",0.015893153846263885
42363,KMX,2020 q2,2550,0.6424368626060162,"Mr. Seth M. Basham, CFA",0.2819292460822084,male,Wedbush Securities Inc.,"('KMX', '2020 q2')",0.01043562963604927
42364,TSCO,2020 q2,2550,0.3841572807780472,"Mr. Seth M. Basham, CFA",0.1535541787550958,male,Wedbush Securities Inc.,"('TSCO', '2020 q2')",0.01382396649569273
42365,AAP,2020 q2,2550,0.3521659714940494,Greg Melich,0.1201023253776654,male,EVERCORE ISI,"('AAP', '2020 q2')",0.0
42366,AZO,2020 q2,2550,0.5067161715336954,Greg Melich,0.1864525616855707,male,EVERCORE ISI,"('AZO', '2020 q2')",0.0
42367,BBY,2020 q2,2550,0.4771440065222814,Greg Melich,0.2395832569514351,male,EVERCORE ISI,"('BBY', '2020 q2')",0.027971808332949877
42368,GPC,2020 q2,2550,0.5282898689450837,Greg Melich,0.2541193188918112,male,EVERCORE ISI,"('GPC', '2020 q2')",0.0
42369,HD,2020 q2,2550,0.3928276889298927,Greg Melich,0.1312142162885804,male,EVERCORE ISI,"('HD', '2020 q2')",0.0
42370,LOW,2020 q2,2550,0.5393297740322913,Greg Melich,0.2332812559549879,male,EVERCORE ISI,"('LOW', '2020 q2')",0.0
42371,ORLY,2020 q2,2550,0.5693153831152874,Greg Melich,0.2394113052316988,male,EVERCORE ISI,"('ORLY', '2020 q2')",0.0
42372,TGT,2020 q2,2550,0.5821850390483614,Greg Melich,0.5110238264097392,male,EVERCORE ISI,"('TGT', '2020 q2')",0.0
42373,AAP,2020 q2,2550,0.3521659714940494,"Scot Ciccarelli, CFA",0.1914560217897032,male,RBC Capital Markets,"('AAP', '2020 q2')",0.0
42374,AZO,2020 q2,2550,0.5067161715336954,"Scot Ciccarelli, CFA",0.2097621587165004,male,RBC Capital Markets,"('AZO', '2020 q2')",0.01091864425688982
42375,BBY,2020 q2,2550,0.4771440065222814,"Scot Ciccarelli, CFA",0.2970148811755384,male,RBC Capital Markets,"('BBY', '2020 q2')",0.01666666753590107
42376,DG,2020 q2,2550,0.3021408958463295,"Scot Ciccarelli, CFA",0.187871195356642,male,RBC Capital Markets,"('DG', '2020 q2')",0.0
42377,DLTR,2020 q2,2550,0.4529517645754453,"Scot Ciccarelli, CFA",0.1429632689216123,male,RBC Capital Markets,"('DLTR', '2020 q2')",0.0
42378,GPC,2020 q2,2550,0.5282898689450837,"Scot Ciccarelli, CFA",0.2374569200814855,male,RBC Capital Markets,"('GPC', '2020 q2')",0.0
42379,KMX,2020 q2,2550,0.6424368626060162,"Scot Ciccarelli, CFA",0.2773637885081443,male,RBC Capital Markets,"('KMX', '2020 q2')",0.0
42380,LOW,2020 q2,2550,0.5393297740322913,"Scot Ciccarelli, CFA",0.1899460531107753,male,RBC Capital Markets,"('LOW', '2020 q2')",0.0
42381,ORLY,2020 q2,2550,0.5693153831152874,"Scot Ciccarelli, CFA",0.2446880736949791,male,RBC Capital Markets,"('ORLY', '2020 q2')",0.0
42382,TSCO,2020 q2,2550,0.3841572807780472,"Scot Ciccarelli, CFA",0.1452174122799803,male,RBC Capital Markets,"('TSCO', '2020 q2')",0.0
42383,AAP,2020 q2,2550,0.3521659714940494,"Brian W. Nagel, CFA",0.1631072717098407,male,"Oppenheimer & Co., Inc.","('AAP', '2020 q2')",0.0
42384,HD,2020 q2,2550,0.3928276889298927,"Brian W. Nagel, CFA",0.32954961398456,male,"Oppenheimer & Co., Inc.","('HD', '2020 q2')",0.0
42385,TSCO,2020 q2,2550,0.3841572807780472,"Brian W. Nagel, CFA",0.2057696750062399,male,"Oppenheimer & Co., Inc.","('TSCO', '2020 q2')",0.0
42386,AMZN,2020 q2,2550,0.4787664324999535,Mr. Rohit Kulkarni,0.2483044593703809,male,MKM Partners,"('AMZN', '2020 q2')",0.03896624532838663
42387,AMZN,2020 q2,2550,0.4787664324999535,"Mr. Ronald V. Josey, III",0.100795981249965,male,JMP Securities,"('AMZN', '2020 q2')",0.0
42388,AMZN,2020 q2,2550,0.4787664324999535,John R. Blackledge,0.1895887748862568,male,Cowen and Company,"('AMZN', '2020 q2')",0.0
42389,AMZN,2020 q2,2550,0.4787664324999535,"Mr. Brian T. Nowak, CFA",0.2658021972300665,male,Morgan Stanley,"('AMZN', '2020 q2')",0.01666666753590107
42390,EBAY,2020 q2,2550,0.5698304080058413,"Mr. Brian T. Nowak, CFA",0.4502567867536475,male,Morgan Stanley,"('EBAY', '2020 q2')",0.01797795295715332
42391,AMZN,2020 q2,2550,0.4787664324999535,"Mr. R.J. J. Hottovy, Jr",0.4715629561772533,male,"Morningstar, Inc.","('AMZN', '2020 q2')",0.0
42392,BBY,2020 q2,2550,0.4771440065222814,"Mr. R.J. J. Hottovy, Jr",0.735397519733872,male,"Morningstar, Inc.","('BBY', '2020 q2')",0.0
42393,EBAY,2020 q2,2550,0.5698304080058413,"Mr. R.J. J. Hottovy, Jr",0.7975288167713026,male,"Morningstar, Inc.","('EBAY', '2020 q2')",0.0
42394,AMZN,2020 q2,2550,0.4787664324999535,Mr. Mark S. Mahaney,0.11636501494008,male,RBC Capital Markets,"('AMZN', '2020 q2')",0.0
42395,EBAY,2020 q2,2550,0.5698304080058413,Mr. Mark S. Mahaney,0.2088665414840124,male,RBC Capital Markets,"('EBAY', '2020 q2')",0.0
42396,EXPE,2020 q2,2550,0.5072408421247734,Mr. Mark S. Mahaney,0.2184182872826393,male,RBC Capital Markets,"('EXPE', '2020 q2')",0.0
42397,AMZN,2020 q2,2550,0.4787664324999535,Mr. Joseph I. Feldman,0.1453060651673588,male,Telsey Advisory Group,"('AMZN', '2020 q2')",0.009743688628077507
42398,BBY,2020 q2,2550,0.4771440065222814,Mr. Joseph I. Feldman,0.0862775398274631,male,Telsey Advisory Group,"('BBY', '2020 q2')",0.006834207723538081
42399,DG,2020 q2,2550,0.3021408958463295,Mr. Joseph I. Feldman,0.1303278442214943,male,Telsey Advisory Group,"('DG', '2020 q2')",0.006204342469573021
42400,DLTR,2020 q2,2550,0.4529517645754453,Mr. Joseph I. Feldman,0.1836109796047543,male,Telsey Advisory Group,"('DLTR', '2020 q2')",0.016274262219667435
42401,HD,2020 q2,2550,0.3928276889298927,Mr. Joseph I. Feldman,0.1558474782730976,male,Telsey Advisory Group,"('HD', '2020 q2')",0.0
42402,LOW,2020 q2,2550,0.5393297740322913,Mr. Joseph I. Feldman,0.2082616565096948,male,Telsey Advisory Group,"('LOW', '2020 q2')",0.0
42403,TGT,2020 q2,2550,0.5821850390483614,Mr. Joseph I. Feldman,0.2744985820472393,male,Telsey Advisory Group,"('TGT', '2020 q2')",0.026708452962338924
42404,TSCO,2020 q2,2550,0.3841572807780472,Mr. Joseph I. Feldman,0.2098160835427362,male,Telsey Advisory Group,"('TSCO', '2020 q2')",0.021891342476010323
42405,AMZN,2020 q2,2550,0.4787664324999535,Ravi Shanker,0.8224163818008389,male,Morgan Stanley,"('AMZN', '2020 q2')",0.0
42406,AMZN,2020 q2,2550,0.4787664324999535,"Shebly Seyrafi, CFA",0.2622222257970135,male,FBN Securities,"('AMZN', '2020 q2')",0.0
42407,AMZN,2020 q2,2550,0.4787664324999535,Mr. Youssef H. Squali,0.17440364359933,male,SunTrust Robinson Humphrey Capital Markets,"('AMZN', '2020 q2')",0.0035301465541124344
42408,EBAY,2020 q2,2550,0.5698304080058413,Mr. Youssef H. Squali,0.0950904829084399,male,SunTrust Robinson Humphrey Capital Markets,"('EBAY', '2020 q2')",0.009753428399562836
42409,AMZN,2020 q2,2550,0.4787664324999535,"Tuna N. Amobi, CFA",0.5305968386538708,male,CFRA Equity Research,"('AMZN', '2020 q2')",0.0
42410,EXPE,2020 q2,2550,0.5072408421247734,"Tuna N. Amobi, CFA",0.6886384376274992,male,CFRA Equity Research,"('EXPE', '2020 q2')",0.0
42411,AMZN,2020 q2,2550,0.4787664324999535,Mr. Brian P. Fitzgerald,0.0813300213895177,male,"Wells Fargo Securities, LLC","('AMZN', '2020 q2')",0.0
42412,EXPE,2020 q2,2550,0.5072408421247734,Mr. Brian P. Fitzgerald,0.2886475419793514,male,"Wells Fargo Securities, LLC","('EXPE', '2020 q2')",0.0
42413,AMZN,2020 q2,2550,0.4787664324999535,Mr. Michael Levine,0.2125516115077843,male,Pivotal Research Group,"('AMZN', '2020 q2')",0.0
42414,AMZN,2020 q2,2550,0.4787664324999535,Arnaud Joly,0.6292218997534021,male,Societe Generale,"('AMZN', '2020 q2')",0.00658138282597065
42415,AMZN,2020 q2,2550,0.4787664324999535,"Mr. Shyam Patil, CFA",0.1703048995983352,male,Susquehanna Financial Group LLLP,"('AMZN', '2020 q2')",0.0
42416,EBAY,2020 q2,2550,0.5698304080058413,"Mr. Shyam Patil, CFA",0.224254262761472,male,Susquehanna Financial Group LLLP,"('EBAY', '2020 q2')",0.0
42417,EXPE,2020 q2,2550,0.5072408421247734,"Mr. Shyam Patil, CFA",0.1886296529528458,male,Susquehanna Financial Group LLLP,"('EXPE', '2020 q2')",0.0
42418,AMZN,2020 q2,2550,0.4787664324999535,Michael H. Pachter,0.1772298621712163,male,Wedbush Securities Inc.,"('AMZN', '2020 q2')",0.005945430602878332
42419,AMZN,2020 q2,2550,0.4787664324999535,Justin Post,0.0532883815289476,male,BofA Global Research,"('AMZN', '2020 q2')",0.007179250009357929
42420,EXPE,2020 q2,2550,0.5072408421247734,Justin Post,0.1872454669060904,male,BofA Global Research,"('EXPE', '2020 q2')",0.0
42421,AMZN,2020 q2,2550,0.4787664324999535,"Mr. Daniel L. Kurnos, CFA",0.588465667908679,male,The Benchmark Company LLC,"('AMZN', '2020 q2')",0.0
42422,EBAY,2020 q2,2550,0.5698304080058413,"Mr. Daniel L. Kurnos, CFA",0.2666423067934979,male,The Benchmark Company LLC,"('EBAY', '2020 q2')",0.0
42423,AMZN,2020 q2,2550,0.4787664324999535,Mr. Gregory R. Badishkanian,0.1371281513301353,male,Wolfe Research,"('AMZN', '2020 q2')",0.01666925475001335
42424,AZO,2020 q2,2550,0.5067161715336954,Mr. Gregory R. Badishkanian,0.2154993130343029,male,Wolfe Research,"('AZO', '2020 q2')",0.04571804031729698
42425,BBY,2020 q2,2550,0.4771440065222814,Mr. Gregory R. Badishkanian,0.1663444961218561,male,Wolfe Research,"('BBY', '2020 q2')",0.0316242091357708
42426,HD,2020 q2,2550,0.3928276889298927,Mr. Gregory R. Badishkanian,0.1077511968425762,male,Wolfe Research,"('HD', '2020 q2')",0.0288410522043705
42427,LOW,2020 q2,2550,0.5393297740322913,Mr. Gregory R. Badishkanian,0.1549484275400991,male,Wolfe Research,"('LOW', '2020 q2')",0.03873446583747864
42428,AMZN,2020 q2,2550,0.4787664324999535,Mr. Stephen D. Ju,0.3239887093959204,male,Credit Suisse,"('AMZN', '2020 q2')",0.005769841372966766
42429,EBAY,2020 q2,2550,0.5698304080058413,Mr. Stephen D. Ju,0.3171416657990311,male,Credit Suisse,"('EBAY', '2020 q2')",0.0
42430,EXPE,2020 q2,2550,0.5072408421247734,Mr. Stephen D. Ju,0.4789205821344598,male,Credit Suisse,"('EXPE', '2020 q2')",0.0
42431,AMZN,2020 q2,2550,0.4787664324999535,Mr. Jason S. Helfstein,0.0636846117263631,male,"Oppenheimer & Co., Inc.","('AMZN', '2020 q2')",0.0
42432,AMZN,2020 q2,2550,0.4787664324999535,Mr. Robert S. Drbul,0.3489812331157233,male,Guggenheim Securities LLC,"('AMZN', '2020 q2')",0.010192625224590302
42433,EBAY,2020 q2,2550,0.5698304080058413,Mr. Robert S. Drbul,0.5527131510862291,male,Guggenheim Securities LLC,"('EBAY', '2020 q2')",0.0
42434,JWN,2020 q2,2550,0.5286575315495535,Mr. Robert S. Drbul,0.3529357869514412,male,Guggenheim Securities LLC,"('JWN', '2020 q2')",0.0
42435,KSS,2020 q2,2550,0.6108933067393388,Mr. Robert S. Drbul,0.4931060244758395,male,Guggenheim Securities LLC,"('KSS', '2020 q2')",0.007122000213712454
42436,LB,2020 q2,2550,0.5826926123816778,Mr. Robert S. Drbul,0.5154925750846875,male,Guggenheim Securities LLC,"('LB', '2020 q2')",0.0
42437,ROST,2020 q2,2550,0.3666967438368653,Mr. Robert S. Drbul,0.2119775722415749,male,Guggenheim Securities LLC,"('ROST', '2020 q2')",0.0
42438,TGT,2020 q2,2550,0.5821850390483614,Mr. Robert S. Drbul,0.4846199297177351,male,Guggenheim Securities LLC,"('TGT', '2020 q2')",0.0
42439,TJX,2020 q2,2550,0.3752655961728778,Mr. Robert S. Drbul,0.356126396518901,male,Guggenheim Securities LLC,"('TJX', '2020 q2')",0.0
42440,AMZN,2020 q2,2550,0.4787664324999535,Jharonne Martis,0.7648438750133043,female,Thomson Reuters Proprietary Research,"('AMZN', '2020 q2')",0.0
42441,AMZN,2020 q2,2550,0.4787664324999535,Lloyd Walmsley,0.6951879680157389,male,Deutsche Bank,"('AMZN', '2020 q2')",0.0
42442,EXPE,2020 q2,2550,0.5072408421247734,Lloyd Walmsley,0.2230642984996526,male,Deutsche Bank,"('EXPE', '2020 q2')",0.0
42443,AMZN,2020 q2,2550,0.4787664324999535,Mr. Brent J. Thill,0.0874337408306278,male,Jefferies,"('AMZN', '2020 q2')",0.0
42444,EBAY,2020 q2,2550,0.5698304080058413,Mr. Brent J. Thill,0.185149846274501,male,Jefferies,"('EBAY', '2020 q2')",0.0
42445,AMZN,2020 q2,2550,0.4787664324999535,"Mr. Michael Graham, CFA",0.1574681952788678,male,Canaccord Genuity,"('AMZN', '2020 q2')",0.0
42446,EBAY,2020 q2,2550,0.5698304080058413,"Mr. Michael Graham, CFA",0.202937450169853,male,Canaccord Genuity,"('EBAY', '2020 q2')",0.0
42447,AZO,2020 q2,2550,0.5067161715336954,Ms. Elizabeth L G. Suzuki,0.2996318314933699,female,BofA Global Research,"('AZO', '2020 q2')",0.04776534764096141
42448,GPC,2020 q2,2550,0.5282898689450837,Ms. Elizabeth L G. Suzuki,0.263523694447805,female,BofA Global Research,"('GPC', '2020 q2')",0.048189970664680004
42449,HD,2020 q2,2550,0.3928276889298927,Ms. Elizabeth L G. Suzuki,0.4687953592728179,female,BofA Global Research,"('HD', '2020 q2')",0.0
42450,LOW,2020 q2,2550,0.5393297740322913,Ms. Elizabeth L G. Suzuki,0.2986551992166059,female,BofA Global Research,"('LOW', '2020 q2')",0.011345041915774345
42451,TSCO,2020 q2,2550,0.3841572807780472,Ms. Elizabeth L G. Suzuki,0.2954726850538773,female,BofA Global Research,"('TSCO', '2020 q2')",0.007539398968219757
42452,AZO,2020 q2,2550,0.5067161715336954,Garrett Nelson,0.601694181569238,male,CFRA Equity Research,"('AZO', '2020 q2')",0.012581012211740017
42453,GPC,2020 q2,2550,0.5282898689450837,Garrett Nelson,0.7702766620473425,male,CFRA Equity Research,"('GPC', '2020 q2')",0.0
42454,KMX,2020 q2,2550,0.6424368626060162,Garrett Nelson,0.7022682985471459,male,CFRA Equity Research,"('KMX', '2020 q2')",0.0
42455,LKQ,2020 q2,2550,0.5234504669447769,Garrett Nelson,0.7313482015147869,male,CFRA Equity Research,"('LKQ', '2020 q2')",0.0
42456,ORLY,2020 q2,2550,0.5693153831152874,Garrett Nelson,0.667703693178852,male,CFRA Equity Research,"('ORLY', '2020 q2')",0.0
42457,TGT,2020 q2,2550,0.5821850390483614,Garrett Nelson,0.6981350526743223,male,CFRA Equity Research,"('TGT', '2020 q2')",0.0
42458,BBY,2020 q2,2550,0.4771440065222814,Karen Short,0.3432490985866355,female,Barclays,"('BBY', '2020 q2')",0.004619157252212365
42459,DG,2020 q2,2550,0.3021408958463295,Karen Short,0.1584043322946816,female,Barclays,"('DG', '2020 q2')",0.0
42460,DLTR,2020 q2,2550,0.4529517645754453,Karen Short,0.381684552236079,female,Barclays,"('DLTR', '2020 q2')",0.0
42461,HD,2020 q2,2550,0.3928276889298927,Karen Short,0.1378597360096008,female,Barclays,"('HD', '2020 q2')",0.0
42462,LOW,2020 q2,2550,0.5393297740322913,Karen Short,0.7827781171398295,female,Barclays,"('LOW', '2020 q2')",0.0
42463,TGT,2020 q2,2550,0.5821850390483614,Karen Short,0.203420919796708,female,Barclays,"('TGT', '2020 q2')",0.0
42464,BBY,2020 q2,2550,0.4771440065222814,"Mr. Steven Forbes, CPA",0.1494155793792836,male,Guggenheim Securities LLC,"('BBY', '2020 q2')",0.013566478155553341
42465,HD,2020 q2,2550,0.3928276889298927,"Mr. Steven Forbes, CPA",0.1153897922766989,male,Guggenheim Securities LLC,"('HD', '2020 q2')",0.0
42466,LOW,2020 q2,2550,0.5393297740322913,"Mr. Steven Forbes, CPA",0.2971713960569286,male,Guggenheim Securities LLC,"('LOW', '2020 q2')",0.0
42467,TSCO,2020 q2,2550,0.3841572807780472,"Mr. Steven Forbes, CPA",0.0810861063741495,male,Guggenheim Securities LLC,"('TSCO', '2020 q2')",0.003678919126590093
42468,ULTA,2020 q2,2550,0.423295752128873,"Mr. Steven Forbes, CPA",0.0763963082998916,male,Guggenheim Securities LLC,"('ULTA', '2020 q2')",0.005268365765611331
42469,BBY,2020 q2,2550,0.4771440065222814,Camilla Yanushevsky,0.7015744420283738,female,CFRA Equity Research,"('BBY', '2020 q2')",0.0
42470,DG,2020 q2,2550,0.3021408958463295,Camilla Yanushevsky,0.5450259995937519,female,CFRA Equity Research,"('DG', '2020 q2')",0.0
42471,DLTR,2020 q2,2550,0.4529517645754453,Camilla Yanushevsky,0.4418454609770019,female,CFRA Equity Research,"('DLTR', '2020 q2')",0.0
42472,JWN,2020 q2,2550,0.5286575315495535,Camilla Yanushevsky,0.3686504377909617,female,CFRA Equity Research,"('JWN', '2020 q2')",0.0
42473,KSS,2020 q2,2550,0.6108933067393388,Camilla Yanushevsky,0.593694749871508,female,CFRA Equity Research,"('KSS', '2020 q2')",0.0
42474,LB,2020 q2,2550,0.5826926123816778,Camilla Yanushevsky,0.5904963030964379,female,CFRA Equity Research,"('LB', '2020 q2')",0.0
42475,ROST,2020 q2,2550,0.3666967438368653,Camilla Yanushevsky,0.3845191745530244,female,CFRA Equity Research,"('ROST', '2020 q2')",0.0
42476,TJX,2020 q2,2550,0.3752655961728778,Camilla Yanushevsky,0.4633179602552476,female,CFRA Equity Research,"('TJX', '2020 q2')",0.0
42477,TSCO,2020 q2,2550,0.3841572807780472,Camilla Yanushevsky,0.4178406941755428,female,CFRA Equity Research,"('TSCO', '2020 q2')",0.0
42478,ULTA,2020 q2,2550,0.423295752128873,Camilla Yanushevsky,0.3804957769428687,female,CFRA Equity Research,"('ULTA', '2020 q2')",0.0
42479,BBY,2020 q2,2550,0.4771440065222814,Mr. Peter J. Keith,0.2225478989983991,male,Piper Sandler Companies,"('BBY', '2020 q2')",0.01030439417809248
42480,DG,2020 q2,2550,0.3021408958463295,Mr. Peter J. Keith,0.1253150423382336,male,Piper Sandler Companies,"('DG', '2020 q2')",0.0
42481,DLTR,2020 q2,2550,0.4529517645754453,Mr. Peter J. Keith,0.1940772568650564,male,Piper Sandler Companies,"('DLTR', '2020 q2')",0.0
42482,HD,2020 q2,2550,0.3928276889298927,Mr. Peter J. Keith,0.1514429134563885,male,Piper Sandler Companies,"('HD', '2020 q2')",0.0
42483,TSCO,2020 q2,2550,0.3841572807780472,Mr. Peter J. Keith,0.2478520292702483,male,Piper Sandler Companies,"('TSCO', '2020 q2')",0.0
42484,BBY,2020 q2,2550,0.4771440065222814,Mr. Randal J. Konik,0.2809895805149044,male,Jefferies,"('BBY', '2020 q2')",0.0
42485,HD,2020 q2,2550,0.3928276889298927,Mr. Randal J. Konik,0.1477826978123943,male,Jefferies,"('HD', '2020 q2')",0.0
42486,TSCO,2020 q2,2550,0.3841572807780472,Mr. Randal J. Konik,0.2180198767523943,male,Jefferies,"('TSCO', '2020 q2')",0.0
42487,BKNG,2020 q2,2550,0.4226153472258055,"Mr. James L. Hardiman, CFA",0.4226153472258054,male,Wedbush Securities Inc.,"('BKNG', '2020 q2')",0.0
42488,EXPE,2020 q2,2550,0.5072408421247734,"Mr. James L. Hardiman, CFA",0.2584732687229982,male,Wedbush Securities Inc.,"('EXPE', '2020 q2')",0.022568652406334877
42489,BKNG,2020 q2,2550,0.4226153472258055,Mr. Dan Wasiolek,0.4226153472258055,male,"Morningstar, Inc.","('BKNG', '2020 q2')",0.0
42490,EXPE,2020 q2,2550,0.5072408421247734,Mr. Dan Wasiolek,0.4415161017605398,male,"Morningstar, Inc.","('EXPE', '2020 q2')",0.008333333767950535
42491,DG,2020 q2,2550,0.3021408958463295,Edward J. Kelly,0.1352089493067003,male,"Wells Fargo Securities, LLC","('DG', '2020 q2')",0.0
42492,DLTR,2020 q2,2550,0.4529517645754453,Edward J. Kelly,0.1655988929748343,male,"Wells Fargo Securities, LLC","('DLTR', '2020 q2')",0.005269276909530163
42493,TGT,2020 q2,2550,0.5821850390483614,Edward J. Kelly,0.4105299476499301,male,"Wells Fargo Securities, LLC","('TGT', '2020 q2')",0.0
42494,DG,2020 q2,2550,0.3021408958463295,Ms. Judah C. Frommer,0.1604750729018774,female,Credit Suisse,"('DG', '2020 q2')",0.0
42495,DLTR,2020 q2,2550,0.4529517645754453,Ms. Judah C. Frommer,0.1698051894506129,female,Credit Suisse,"('DLTR', '2020 q2')",0.0
42496,DG,2020 q2,2550,0.3021408958463295,Mr. Rupesh Parikh,0.2308189302928947,male,"Oppenheimer & Co., Inc.","('DG', '2020 q2')",0.0
42497,DLTR,2020 q2,2550,0.4529517645754453,Mr. Rupesh Parikh,0.1207472188508014,male,"Oppenheimer & Co., Inc.","('DLTR', '2020 q2')",0.0
42498,ULTA,2020 q2,2550,0.423295752128873,Mr. Rupesh Parikh,0.1440712499479789,male,"Oppenheimer & Co., Inc.","('ULTA', '2020 q2')",0.02733310405164957
42499,DG,2020 q2,2550,0.3021408958463295,"Mr. Michael D. Montani, CFA",0.2220826101606169,male,EVERCORE ISI,"('DG', '2020 q2')",0.0
42500,DLTR,2020 q2,2550,0.4529517645754453,"Mr. Michael D. Montani, CFA",0.6743737833394097,male,EVERCORE ISI,"('DLTR', '2020 q2')",0.03333333507180214
42501,DLTR,2020 q2,2550,0.4529517645754453,Mr. John E. Heinbockel,0.1020508019375888,male,Guggenheim Securities LLC,"('DLTR', '2020 q2')",0.0
42502,DLTR,2020 q2,2550,0.4529517645754453,"Robert F. Ohmes, CFA",0.2409245611368139,male,BofA Global Research,"('DLTR', '2020 q2')",0.0
42503,TGT,2020 q2,2550,0.5821850390483614,"Robert F. Ohmes, CFA",0.297620698672081,male,BofA Global Research,"('TGT', '2020 q2')",0.011111111690600714
42504,EBAY,2020 q2,2550,0.5698304080058413,William Kerr,0.3505295812869174,male,Cowen and Company,"('EBAY', '2020 q2')",0.0
42505,EBAY,2020 q2,2550,0.5698304080058413,Mr. Ygal Arounian,0.3974994493548527,male,Wedbush Securities Inc.,"('EBAY', '2020 q2')",0.0
42506,EBAY,2020 q2,2550,0.5698304080058413,John Freeman,0.7571573748527091,male,CFRA Equity Research,"('EBAY', '2020 q2')",0.0
42507,EBAY,2020 q2,2550,0.5698304080058413,Mr. Kunal Madhukar,0.3073532662673093,male,Deutsche Bank,"('EBAY', '2020 q2')",0.0
42508,EBAY,2020 q2,2550,0.5698304080058413,Mr. Ross Sandler,0.3454498657831982,male,Barclays,"('EBAY', '2020 q2')",0.0
42509,EBAY,2020 q2,2550,0.5698304080058413,SADIF Research,0.98746224232238,Not a person,Sadif Analytics Prime,"('EBAY', '2020 q2')",0.9387120008468628
42510,KMX,2020 q2,2550,0.6424368626060162,SADIF Research,0.990753725564146,Not a person,Sadif Analytics Prime,"('KMX', '2020 q2')",0.9466264247894287
42511,ORLY,2020 q2,2550,0.5693153831152874,SADIF Research,0.9595581594805942,Not a person,Sadif Analytics Prime,"('ORLY', '2020 q2')",0.9142977595329285
42512,TIF,2020 q2,2550,1.0,SADIF Research,1.0,Not a person,Sadif Analytics Prime,"('TIF', '2020 q2')",0.9785434007644653
42513,EBAY,2020 q2,2550,0.5698304080058413,Mr. Lee Horowitz,0.1810012951417925,male,EVERCORE ISI,"('EBAY', '2020 q2')",0.0
42514,EXPE,2020 q2,2550,0.5072408421247734,Mr. Lee Horowitz,0.3479898995081089,male,EVERCORE ISI,"('EXPE', '2020 q2')",0.012737883254885674
42515,EXPE,2020 q2,2550,0.5072408421247734,Research Department,0.3157979023993026,Not a person,Trefis,"('EXPE', '2020 q2')",0.0
42516,EXPE,2020 q2,2550,0.5072408421247734,"Mr. Kevin C. Kopelman, CFA",0.3827739511191644,male,Cowen and Company,"('EXPE', '2020 q2')",0.0
42517,EXPE,2020 q2,2550,0.5072408421247734,"Mr. Edward M. Woo, CFA",0.2295709152105531,male,Ascendiant Capital Markets,"('EXPE', '2020 q2')",0.0
42518,EXPE,2020 q2,2550,0.5072408421247734,Naved Khan,0.2853811521256976,male,SunTrust Robinson Humphrey Capital Markets,"('EXPE', '2020 q2')",0.0192096084356308
42519,EXPE,2020 q2,2550,0.5072408421247734,Mr. Deepak Mathivanan,0.6471523646896786,male,Barclays,"('EXPE', '2020 q2')",0.020612921565771103
42520,GPC,2020 q2,2550,0.5282898689450837,Mr. Ali-Ahmad Faghri,0.423896696147577,male,Guggenheim Securities LLC,"('GPC', '2020 q2')",0.014317145571112633
42521,ORLY,2020 q2,2550,0.5693153831152874,Mr. Ali-Ahmad Faghri,0.4068000172907667,male,Guggenheim Securities LLC,"('ORLY', '2020 q2')",0.0
42522,GPS,2020 q2,2550,0.6111971182692328,"Lorraine C. Hutchinson, CFA",0.4380109223307692,female,BofA Global Research,"('GPS', '2020 q2')",0.0
42523,JWN,2020 q2,2550,0.5286575315495535,"Lorraine C. Hutchinson, CFA",0.345725340502291,female,BofA Global Research,"('JWN', '2020 q2')",0.0
42524,KSS,2020 q2,2550,0.6108933067393388,"Lorraine C. Hutchinson, CFA",0.4413852989963297,female,BofA Global Research,"('KSS', '2020 q2')",0.0
42525,LB,2020 q2,2550,0.5826926123816778,"Lorraine C. Hutchinson, CFA",0.331201628659535,female,BofA Global Research,"('LB', '2020 q2')",0.0
42526,ROST,2020 q2,2550,0.3666967438368653,"Lorraine C. Hutchinson, CFA",0.2112155712200231,female,BofA Global Research,"('ROST', '2020 q2')",0.01166300568729639
42527,TJX,2020 q2,2550,0.3752655961728778,"Lorraine C. Hutchinson, CFA",0.2675516912401767,female,BofA Global Research,"('TJX', '2020 q2')",0.0
42528,GPS,2020 q2,2550,0.6111971182692328,"Ms. Roxanne F. Meyer, CFA",0.373542276337899,female,MKM Partners,"('GPS', '2020 q2')",0.0
42529,LB,2020 q2,2550,0.5826926123816778,"Ms. Roxanne F. Meyer, CFA",0.4581452273187578,female,MKM Partners,"('LB', '2020 q2')",0.018972928170114756
42530,GPS,2020 q2,2550,0.6111971182692328,Kate Fitzsimons,0.6358402815216098,female,RBC Capital Markets,"('GPS', '2020 q2')",0.0
42531,LB,2020 q2,2550,0.5826926123816778,Kate Fitzsimons,0.189006111820685,female,RBC Capital Markets,"('LB', '2020 q2')",0.012378302402794361
42532,ROST,2020 q2,2550,0.3666967438368653,Kate Fitzsimons,0.1468564535239866,female,RBC Capital Markets,"('ROST', '2020 q2')",0.0
42533,TJX,2020 q2,2550,0.3752655961728778,Kate Fitzsimons,0.1373908304444653,female,RBC Capital Markets,"('TJX', '2020 q2')",0.0
42534,GPS,2020 q2,2550,0.6111971182692328,David Swartz,0.8325788410337573,male,"Morningstar, Inc.","('GPS', '2020 q2')",0.01666666753590107
42535,JWN,2020 q2,2550,0.5286575315495535,David Swartz,0.813597267176697,male,"Morningstar, Inc.","('JWN', '2020 q2')",0.0
42536,KSS,2020 q2,2550,0.6108933067393388,David Swartz,0.725092999729013,male,"Morningstar, Inc.","('KSS', '2020 q2')",0.0
42537,ULTA,2020 q2,2550,0.423295752128873,David Swartz,0.3946797595652874,male,"Morningstar, Inc.","('ULTA', '2020 q2')",0.0
42538,GPS,2020 q2,2550,0.6111971182692328,"Kimberly C. Greenberger, CFA",0.3028235781256619,female,Morgan Stanley,"('GPS', '2020 q2')",0.0
42539,JWN,2020 q2,2550,0.5286575315495535,"Kimberly C. Greenberger, CFA",0.179190751189516,female,Morgan Stanley,"('JWN', '2020 q2')",0.0
42540,KSS,2020 q2,2550,0.6108933067393388,"Kimberly C. Greenberger, CFA",0.3672207246058457,female,Morgan Stanley,"('KSS', '2020 q2')",0.0
42541,LB,2020 q2,2550,0.5826926123816778,"Kimberly C. Greenberger, CFA",0.3421086127659306,female,Morgan Stanley,"('LB', '2020 q2')",0.0
42542,ROST,2020 q2,2550,0.3666967438368653,"Kimberly C. Greenberger, CFA",0.2664881220655016,female,Morgan Stanley,"('ROST', '2020 q2')",0.0
42543,TIF,2020 q2,2550,1.0,"Kimberly C. Greenberger, CFA",1.0,female,Morgan Stanley,"('TIF', '2020 q2')",0.0
42544,TJX,2020 q2,2550,0.3752655961728778,"Kimberly C. Greenberger, CFA",0.2510301864355162,female,Morgan Stanley,"('TJX', '2020 q2')",0.005970923695713282
42545,GPS,2020 q2,2550,0.6111971182692328,Ms. Adrienne Y. Yih,0.6502993848377193,female,Barclays,"('GPS', '2020 q2')",0.0
42546,JWN,2020 q2,2550,0.5286575315495535,Ms. Adrienne Y. Yih,0.128362333279204,female,Barclays,"('JWN', '2020 q2')",0.009498383849859238
42547,LB,2020 q2,2550,0.5826926123816778,Ms. Adrienne Y. Yih,0.2006628171828656,female,Barclays,"('LB', '2020 q2')",0.006785442586988211
42548,ROST,2020 q2,2550,0.3666967438368653,Ms. Adrienne Y. Yih,0.1399521081474297,female,Barclays,"('ROST', '2020 q2')",0.0
42549,TJX,2020 q2,2550,0.3752655961728778,Ms. Adrienne Y. Yih,0.1019253809004781,female,Barclays,"('TJX', '2020 q2')",0.006873264443129301
42550,ULTA,2020 q2,2550,0.423295752128873,Ms. Adrienne Y. Yih,0.1797224808110561,female,Barclays,"('ULTA', '2020 q2')",0.0
42551,GPS,2020 q2,2550,0.6111971182692328,Ms. Jennifer G. Redding,0.3263281710174817,female,Wedbush Securities Inc.,"('GPS', '2020 q2')",0.0
42552,JWN,2020 q2,2550,0.5286575315495535,Ms. Jennifer G. Redding,0.1503378429196717,female,Wedbush Securities Inc.,"('JWN', '2020 q2')",0.0
42553,LB,2020 q2,2550,0.5826926123816778,Ms. Jennifer G. Redding,0.2539652712962791,female,Wedbush Securities Inc.,"('LB', '2020 q2')",0.0
42554,ROST,2020 q2,2550,0.3666967438368653,Ms. Jennifer G. Redding,0.202091939151899,female,Wedbush Securities Inc.,"('ROST', '2020 q2')",0.036033350974321365
42555,GPS,2020 q2,2550,0.6111971182692328,Ms. Dana L. Telsey,0.3287623832025068,female,Telsey Advisory Group,"('GPS', '2020 q2')",0.0
42556,JWN,2020 q2,2550,0.5286575315495535,Ms. Dana L. Telsey,0.1520441443059231,female,Telsey Advisory Group,"('JWN', '2020 q2')",0.02711345162242651
42557,LB,2020 q2,2550,0.5826926123816778,Ms. Dana L. Telsey,0.2189509933101896,female,Telsey Advisory Group,"('LB', '2020 q2')",0.0
42558,ROST,2020 q2,2550,0.3666967438368653,Ms. Dana L. Telsey,0.1395970416223937,female,Telsey Advisory Group,"('ROST', '2020 q2')",0.0
42559,ULTA,2020 q2,2550,0.423295752128873,Ms. Dana L. Telsey,0.1656940750251423,female,Telsey Advisory Group,"('ULTA', '2020 q2')",0.0
42560,HD,2020 q2,2550,0.3928276889298927,"Mr. Kenneth M. Leon, CPA",0.6717998441811253,male,CFRA Equity Research,"('HD', '2020 q2')",0.0
42561,LOW,2020 q2,2550,0.5393297740322913,"Mr. Kenneth M. Leon, CPA",0.6832549778297448,male,CFRA Equity Research,"('LOW', '2020 q2')",0.0
42562,HD,2020 q2,2550,0.3928276889298927,"Ms. Jaime M. M. Katz, CFA",0.7088700085406011,female,"Morningstar, Inc.","('HD', '2020 q2')",0.0
42563,LB,2020 q2,2550,0.5826926123816778,"Ms. Jaime M. M. Katz, CFA",0.6247927521759616,female,"Morningstar, Inc.","('LB', '2020 q2')",0.005555555845300357
42564,LOW,2020 q2,2550,0.5393297740322913,"Ms. Jaime M. M. Katz, CFA",0.7388640403408396,female,"Morningstar, Inc.","('LOW', '2020 q2')",0.011111111690600714
42565,TSCO,2020 q2,2550,0.3841572807780472,"Ms. Jaime M. M. Katz, CFA",0.5537552767671212,female,"Morningstar, Inc.","('TSCO', '2020 q2')",0.013333334028720856
42566,HD,2020 q2,2550,0.3928276889298927,Keith B. Hughes,0.1202573851465177,male,SunTrust Robinson Humphrey Capital Markets,"('HD', '2020 q2')",0.0
42567,JWN,2020 q2,2550,0.5286575315495535,Mr. Dylan Carden,0.1805067573484081,male,William Blair & Company,"('JWN', '2020 q2')",0.0
42568,JWN,2020 q2,2550,0.5286575315495535,Mr. Michael C. Binetti,0.6474701583356792,male,Credit Suisse,"('JWN', '2020 q2')",0.0
42569,KSS,2020 q2,2550,0.6108933067393388,Mr. Michael C. Binetti,0.4902267328024734,male,Credit Suisse,"('KSS', '2020 q2')",0.0
42570,LB,2020 q2,2550,0.5826926123816778,Mr. Michael C. Binetti,0.7048134227936618,male,Credit Suisse,"('LB', '2020 q2')",0.0
42571,JWN,2020 q2,2550,0.5286575315495535,"Paul E. Trussell, CFA",0.9075881584049272,male,Deutsche Bank,"('JWN', '2020 q2')",0.0
42572,ULTA,2020 q2,2550,0.423295752128873,"Paul E. Trussell, CFA",0.5821633033458841,male,Deutsche Bank,"('ULTA', '2020 q2')",0.0
42573,JWN,2020 q2,2550,0.5286575315495535,"Mr. Oliver Chen, CFA",0.3839704790242741,male,Cowen and Company,"('JWN', '2020 q2')",0.0
42574,TGT,2020 q2,2550,0.5821850390483614,"Mr. Oliver Chen, CFA",0.2578255137806007,male,Cowen and Company,"('TGT', '2020 q2')",0.0
42575,ULTA,2020 q2,2550,0.423295752128873,"Mr. Oliver Chen, CFA",0.4517234822816648,male,Cowen and Company,"('ULTA', '2020 q2')",0.0
42576,JWN,2020 q2,2550,0.5286575315495535,Mr. Omar R. Saad,0.1722951447510547,male,EVERCORE ISI,"('JWN', '2020 q2')",0.0
42577,ULTA,2020 q2,2550,0.423295752128873,Mr. Omar R. Saad,0.2278894969127791,male,EVERCORE ISI,"('ULTA', '2020 q2')",0.0
42578,KMX,2020 q2,2550,0.6424368626060162,Mr. David Whiston,0.6887561409564962,male,"Morningstar, Inc.","('KMX', '2020 q2')",0.0
42579,KMX,2020 q2,2550,0.6424368626060162,"Ms. Sharon M. Zackfia, CFA",0.2792895115659518,female,William Blair & Company,"('KMX', '2020 q2')",0.0
42580,KMX,2020 q2,2550,0.6424368626060162,Mr. John Healy,0.2906312711656106,male,Northcoast Research,"('KMX', '2020 q2')",0.0
42581,LKQ,2020 q2,2550,0.5234504669447769,Mr. John Healy,0.2848040311604383,male,Northcoast Research,"('LKQ', '2020 q2')",0.007033276371657848
42582,KMX,2020 q2,2550,0.6424368626060162,"Mr. Rick Nelson, CFA",0.32648756074608,male,Stephens Inc.,"('KMX', '2020 q2')",0.0
42583,KMX,2020 q2,2550,0.6424368626060162,Mr. Armintas Sinkevicius,0.69415941561237,male,Morgan Stanley,"('KMX', '2020 q2')",0.0
42584,LB,2020 q2,2550,0.5826926123816778,"Mr. Ike Boruchow, Jr",0.1783649060291022,male,"Wells Fargo Securities, LLC","('LB', '2020 q2')",0.0
42585,ULTA,2020 q2,2550,0.423295752128873,"Mr. Ike Boruchow, Jr",0.0973938925307968,male,"Wells Fargo Securities, LLC","('ULTA', '2020 q2')",0.0
42586,LB,2020 q2,2550,0.5826926123816778,Tiffany Kanaga,0.8315211551526929,female,Deutsche Bank,"('LB', '2020 q2')",0.0
42587,LKQ,2020 q2,2550,0.5234504669447769,Ms. Stephanie Benjamin,0.2319085153480297,female,SunTrust Robinson Humphrey Capital Markets,"('LKQ', '2020 q2')",0.02168984804302454
42588,LKQ,2020 q2,2550,0.5234504669447769,Mr. Scott L. Pope,0.6462469467323233,male,"Morningstar, Inc.","('LKQ', '2020 q2')",0.0
42589,LKQ,2020 q2,2550,0.5234504669447769,Gary Prestopino,0.3580818967065942,male,Barrington Research Associates,"('LKQ', '2020 q2')",0.014194216579198837
42590,ROST,2020 q2,2550,0.3666967438368653,"Mr. John D. Kernan, CFA",0.2155906448301078,male,Cowen and Company,"('ROST', '2020 q2')",0.0
42591,TJX,2020 q2,2550,0.3752655961728778,"Mr. John D. Kernan, CFA",0.1680828461819269,male,Cowen and Company,"('TJX', '2020 q2')",0.0
42592,TJX,2020 q2,2550,0.3752655961728778,Ms. Janine Stichter,0.0936098274638668,female,Jefferies,"('TJX', '2020 q2')",0.006016330327838659
42593,TSCO,2020 q2,2550,0.3841572807780472,"Charles E. Cerankosky, Jr",0.2193317385669932,male,Northcoast Research,"('TSCO', '2020 q2')",0.0
42594,APA,2020 q1,1010,0.3739092028569208,Scott M. Hanold,0.06137736072406,male,RBC Capital Markets,"('APA', '2020 q1')",0.01666666753590107
42595,COP,2020 q1,1010,0.3676305404825284,Scott M. Hanold,0.1922327437316292,male,RBC Capital Markets,"('COP', '2020 q1')",0.008856271083156267
42596,CXO,2020 q1,1010,0.4110219743565281,Scott M. Hanold,0.0906421384593758,male,RBC Capital Markets,"('CXO', '2020 q1')",0.0
42597,DVN,2020 q1,1010,0.6039609152155234,Scott M. Hanold,0.134408057954047,male,RBC Capital Markets,"('DVN', '2020 q1')",0.02757923025637865
42598,EOG,2020 q1,1010,0.2917259239118709,Scott M. Hanold,0.0816553548609289,male,RBC Capital Markets,"('EOG', '2020 q1')",0.020331602543592453
42599,FANG,2020 q1,1010,0.3087824441461317,Scott M. Hanold,0.107699328712804,male,RBC Capital Markets,"('FANG', '2020 q1')",0.008255064487457275
42600,MRO,2020 q1,1010,0.4238158596182118,Scott M. Hanold,0.0909594874106349,male,RBC Capital Markets,"('MRO', '2020 q1')",0.012090831995010376
42601,NBL,2020 q1,1010,0.2501335276758423,Scott M. Hanold,0.1042707308361203,male,RBC Capital Markets,"('NBL', '2020 q1')",0.04282761737704277
42602,PXD,2020 q1,1010,0.3873290471757727,Scott M. Hanold,0.1030280342936999,male,RBC Capital Markets,"('PXD', '2020 q1')",0.0
42603,APA,2020 q1,1010,0.3739092028569208,Mr. Neal D. Dingmann,0.0597703787774773,male,SunTrust Robinson Humphrey Capital Markets,"('APA', '2020 q1')",0.0
42604,CXO,2020 q1,1010,0.4110219743565281,Mr. Neal D. Dingmann,0.0944237857030815,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2020 q1')",0.0
42605,DVN,2020 q1,1010,0.6039609152155234,Mr. Neal D. Dingmann,0.1366379386812393,male,SunTrust Robinson Humphrey Capital Markets,"('DVN', '2020 q1')",0.0
42606,EOG,2020 q1,1010,0.2917259239118709,Mr. Neal D. Dingmann,0.1364433691019612,male,SunTrust Robinson Humphrey Capital Markets,"('EOG', '2020 q1')",0.011760981753468513
42607,FANG,2020 q1,1010,0.3087824441461317,Mr. Neal D. Dingmann,0.1843107763901244,male,SunTrust Robinson Humphrey Capital Markets,"('FANG', '2020 q1')",0.0
42608,MRO,2020 q1,1010,0.4238158596182118,Mr. Neal D. Dingmann,0.1017727792237624,male,SunTrust Robinson Humphrey Capital Markets,"('MRO', '2020 q1')",0.03544829599559307
42609,NBL,2020 q1,1010,0.2501335276758423,Mr. Neal D. Dingmann,0.1235114722828318,male,SunTrust Robinson Humphrey Capital Markets,"('NBL', '2020 q1')",0.03668110445141792
42610,OXY,2020 q1,1010,0.3583805453822688,Mr. Neal D. Dingmann,0.1106732338161692,male,SunTrust Robinson Humphrey Capital Markets,"('OXY', '2020 q1')",0.011995025910437107
42611,PXD,2020 q1,1010,0.3873290471757727,Mr. Neal D. Dingmann,0.1069061780378938,male,SunTrust Robinson Humphrey Capital Markets,"('PXD', '2020 q1')",0.0
42612,APA,2020 q1,1010,0.3739092028569208,William Featherston,0.1506177789452437,male,Credit Suisse,"('APA', '2020 q1')",0.0
42613,COP,2020 q1,1010,0.3676305404825284,William Featherston,0.1581177802877343,male,Credit Suisse,"('COP', '2020 q1')",0.0
42614,CVX,2020 q1,1010,0.2388581820258224,William Featherston,0.0871721158576911,male,Credit Suisse,"('CVX', '2020 q1')",0.0
42615,CXO,2020 q1,1010,0.4110219743565281,William Featherston,0.1841525290455108,male,Credit Suisse,"('CXO', '2020 q1')",0.0
42616,DVN,2020 q1,1010,0.6039609152155234,William Featherston,0.152357021539051,male,Credit Suisse,"('DVN', '2020 q1')",0.0
42617,EOG,2020 q1,1010,0.2917259239118709,William Featherston,0.1830721932784105,male,Credit Suisse,"('EOG', '2020 q1')",0.0
42618,FANG,2020 q1,1010,0.3087824441461317,William Featherston,0.2760409413690405,male,Credit Suisse,"('FANG', '2020 q1')",0.0
42619,HES,2020 q1,1010,0.4068180289195282,William Featherston,0.1836538442492263,male,Credit Suisse,"('HES', '2020 q1')",0.0
42620,NBL,2020 q1,1010,0.2501335276758423,William Featherston,0.1946191977878609,male,Credit Suisse,"('NBL', '2020 q1')",0.0
42621,OXY,2020 q1,1010,0.3583805453822688,William Featherston,0.153800622821184,male,Credit Suisse,"('OXY', '2020 q1')",0.0
42622,PXD,2020 q1,1010,0.3873290471757727,William Featherston,0.1444677623253706,male,Credit Suisse,"('PXD', '2020 q1')",0.0
42623,XOM,2020 q1,1010,0.4413861511453923,William Featherston,0.3425782598421701,male,Credit Suisse,"('XOM', '2020 q1')",0.0
42624,APA,2020 q1,1010,0.3739092028569208,"Mr. Dave Meats, CFA",0.3724708774009436,male,"Morningstar, Inc.","('APA', '2020 q1')",0.0020321065353022683
42625,COG,2020 q1,1010,0.5313210356793913,"Mr. Dave Meats, CFA",0.4007653466586545,male,"Morningstar, Inc.","('COG', '2020 q1')",0.0
42626,CXO,2020 q1,1010,0.4110219743565281,"Mr. Dave Meats, CFA",0.323715333672394,male,"Morningstar, Inc.","('CXO', '2020 q1')",0.0
42627,DVN,2020 q1,1010,0.6039609152155234,"Mr. Dave Meats, CFA",0.3239643647761306,male,"Morningstar, Inc.","('DVN', '2020 q1')",0.0
42628,EOG,2020 q1,1010,0.2917259239118709,"Mr. Dave Meats, CFA",0.3388036970620459,male,"Morningstar, Inc.","('EOG', '2020 q1')",0.0
42629,FANG,2020 q1,1010,0.3087824441461317,"Mr. Dave Meats, CFA",0.2541366769701949,male,"Morningstar, Inc.","('FANG', '2020 q1')",0.0
42630,HES,2020 q1,1010,0.4068180289195282,"Mr. Dave Meats, CFA",0.3297819645422281,male,"Morningstar, Inc.","('HES', '2020 q1')",0.0
42631,MRO,2020 q1,1010,0.4238158596182118,"Mr. Dave Meats, CFA",0.3469472405410549,male,"Morningstar, Inc.","('MRO', '2020 q1')",0.0
42632,NBL,2020 q1,1010,0.2501335276758423,"Mr. Dave Meats, CFA",0.4538692567748787,male,"Morningstar, Inc.","('NBL', '2020 q1')",0.0
42633,OXY,2020 q1,1010,0.3583805453822688,"Mr. Dave Meats, CFA",0.3485410311275104,male,"Morningstar, Inc.","('OXY', '2020 q1')",0.0
42634,PXD,2020 q1,1010,0.3873290471757727,"Mr. Dave Meats, CFA",0.2663263818915759,male,"Morningstar, Inc.","('PXD', '2020 q1')",0.0
42635,APA,2020 q1,1010,0.3739092028569208,Mr. Stephen Richardson,0.0862723441495515,male,EVERCORE ISI,"('APA', '2020 q1')",0.0
42636,MRO,2020 q1,1010,0.4238158596182118,Mr. Stephen Richardson,0.1644793923317616,male,EVERCORE ISI,"('MRO', '2020 q1')",0.0
42637,NBL,2020 q1,1010,0.2501335276758423,Mr. Stephen Richardson,0.0996640006240332,male,EVERCORE ISI,"('NBL', '2020 q1')",0.0
42638,APA,2020 q1,1010,0.3739092028569208,Mr. Doug G. Leggate,0.1049512331420726,male,BofA Global Research,"('APA', '2020 q1')",0.006242978386580944
42639,COG,2020 q1,1010,0.5313210356793913,Mr. Doug G. Leggate,0.2309315219498058,male,BofA Global Research,"('COG', '2020 q1')",0.0
42640,CVX,2020 q1,1010,0.2388581820258224,Mr. Doug G. Leggate,0.1339889681859382,male,BofA Global Research,"('CVX', '2020 q1')",0.030468315817415714
42641,CXO,2020 q1,1010,0.4110219743565281,Mr. Doug G. Leggate,0.0859279964809111,male,BofA Global Research,"('CXO', '2020 q1')",0.0
42642,DVN,2020 q1,1010,0.6039609152155234,Mr. Doug G. Leggate,0.7092191163141295,male,BofA Global Research,"('DVN', '2020 q1')",0.03333333507180214
42643,EOG,2020 q1,1010,0.2917259239118709,Mr. Doug G. Leggate,0.3494169327353118,male,BofA Global Research,"('EOG', '2020 q1')",0.029696820303797722
42644,HES,2020 q1,1010,0.4068180289195282,Mr. Doug G. Leggate,0.108069866454053,male,BofA Global Research,"('HES', '2020 q1')",0.0
42645,MPC,2020 q1,1010,0.4665594785623402,Mr. Doug G. Leggate,0.1386261049624536,male,BofA Global Research,"('MPC', '2020 q1')",0.0
42646,OXY,2020 q1,1010,0.3583805453822688,Mr. Doug G. Leggate,0.1894732985716539,male,BofA Global Research,"('OXY', '2020 q1')",0.021447804135580856
42647,PSX,2020 q1,1010,0.5721962604906632,Mr. Doug G. Leggate,0.2674847784879052,male,BofA Global Research,"('PSX', '2020 q1')",0.0
42648,PXD,2020 q1,1010,0.3873290471757727,Mr. Doug G. Leggate,0.1548172261872181,male,BofA Global Research,"('PXD', '2020 q1')",0.006158754229545593
42649,VLO,2020 q1,1010,0.618789758661167,Mr. Doug G. Leggate,0.2035212038225586,male,BofA Global Research,"('VLO', '2020 q1')",0.0
42650,XOM,2020 q1,1010,0.4413861511453923,Mr. Doug G. Leggate,0.1267110142382065,male,BofA Global Research,"('XOM', '2020 q1')",0.006963687638441722
42651,APA,2020 q1,1010,0.3739092028569208,Stewart Glickman,0.3675165004868328,male,CFRA Equity Research,"('APA', '2020 q1')",0.0
42652,COG,2020 q1,1010,0.5313210356793913,Stewart Glickman,0.4701037826727881,male,CFRA Equity Research,"('COG', '2020 q1')",0.0
42653,COP,2020 q1,1010,0.3676305404825284,Stewart Glickman,0.3888383977470078,male,CFRA Equity Research,"('COP', '2020 q1')",0.0
42654,CVX,2020 q1,1010,0.2388581820258224,Stewart Glickman,0.4591629558323473,male,CFRA Equity Research,"('CVX', '2020 q1')",0.0
42655,CXO,2020 q1,1010,0.4110219743565281,Stewart Glickman,0.4574624459836156,male,CFRA Equity Research,"('CXO', '2020 q1')",0.0
42656,DVN,2020 q1,1010,0.6039609152155234,Stewart Glickman,0.4465931619718865,male,CFRA Equity Research,"('DVN', '2020 q1')",0.0
42657,EOG,2020 q1,1010,0.2917259239118709,Stewart Glickman,0.4353061055831314,male,CFRA Equity Research,"('EOG', '2020 q1')",0.0
42658,FANG,2020 q1,1010,0.3087824441461317,Stewart Glickman,0.450362097778579,male,CFRA Equity Research,"('FANG', '2020 q1')",0.0
42659,HES,2020 q1,1010,0.4068180289195282,Stewart Glickman,0.4481928923778568,male,CFRA Equity Research,"('HES', '2020 q1')",0.0
42660,HFC,2020 q1,1010,0.4143876564034636,Stewart Glickman,0.4390200270448771,male,CFRA Equity Research,"('HFC', '2020 q1')",0.0
42661,KMI,2020 q1,1010,0.5723395001379774,Stewart Glickman,0.4970232283262208,male,CFRA Equity Research,"('KMI', '2020 q1')",0.0
42662,MPC,2020 q1,1010,0.4665594785623402,Stewart Glickman,0.467338601810147,male,CFRA Equity Research,"('MPC', '2020 q1')",0.0
42663,MRO,2020 q1,1010,0.4238158596182118,Stewart Glickman,0.5051299745930987,male,CFRA Equity Research,"('MRO', '2020 q1')",0.0
42664,NBL,2020 q1,1010,0.2501335276758423,Stewart Glickman,0.3572757867882987,male,CFRA Equity Research,"('NBL', '2020 q1')",0.0
42665,OKE,2020 q1,1010,0.2753335692784393,Stewart Glickman,0.4193635491174792,male,CFRA Equity Research,"('OKE', '2020 q1')",0.0
42666,OXY,2020 q1,1010,0.3583805453822688,Stewart Glickman,0.5200389028537649,male,CFRA Equity Research,"('OXY', '2020 q1')",0.018050264567136765
42667,PSX,2020 q1,1010,0.5721962604906632,Stewart Glickman,0.4234884838439106,male,CFRA Equity Research,"('PSX', '2020 q1')",0.0
42668,PXD,2020 q1,1010,0.3873290471757727,Stewart Glickman,0.3896816743942392,male,CFRA Equity Research,"('PXD', '2020 q1')",0.0
42669,VLO,2020 q1,1010,0.618789758661167,Stewart Glickman,0.4582197065074697,male,CFRA Equity Research,"('VLO', '2020 q1')",0.0
42670,WMB,2020 q1,1010,0.5299799041483176,Stewart Glickman,0.5445668074774053,male,CFRA Equity Research,"('WMB', '2020 q1')",0.0
42671,XOM,2020 q1,1010,0.4413861511453923,Stewart Glickman,0.4907303919427405,male,CFRA Equity Research,"('XOM', '2020 q1')",0.0
42672,APA,2020 q1,1010,0.3739092028569208,Mr. Devin J. McDermott,0.239005680275276,male,Morgan Stanley,"('APA', '2020 q1')",0.0030378185911104083
42673,CVX,2020 q1,1010,0.2388581820258224,Mr. Devin J. McDermott,0.0576874880186922,male,Morgan Stanley,"('CVX', '2020 q1')",0.0
42674,HES,2020 q1,1010,0.4068180289195282,Mr. Devin J. McDermott,0.1876547823301787,male,Morgan Stanley,"('HES', '2020 q1')",0.0
42675,OXY,2020 q1,1010,0.3583805453822688,Mr. Devin J. McDermott,0.1683269416418888,male,Morgan Stanley,"('OXY', '2020 q1')",0.0
42676,APA,2020 q1,1010,0.3739092028569208,Mr. Biju Z. Perincheril,0.0962353823940665,male,Susquehanna Financial Group LLLP,"('APA', '2020 q1')",0.020581446588039398
42677,COP,2020 q1,1010,0.3676305404825284,Mr. Biju Z. Perincheril,0.1687011215362135,male,Susquehanna Financial Group LLLP,"('COP', '2020 q1')",0.0
42678,CXO,2020 q1,1010,0.4110219743565281,Mr. Biju Z. Perincheril,0.1910988887926157,male,Susquehanna Financial Group LLLP,"('CXO', '2020 q1')",0.0
42679,DVN,2020 q1,1010,0.6039609152155234,Mr. Biju Z. Perincheril,0.4572344824135133,male,Susquehanna Financial Group LLLP,"('DVN', '2020 q1')",0.0
42680,EOG,2020 q1,1010,0.2917259239118709,Mr. Biju Z. Perincheril,0.173556854794397,male,Susquehanna Financial Group LLLP,"('EOG', '2020 q1')",0.016000350937247276
42681,FANG,2020 q1,1010,0.3087824441461317,Mr. Biju Z. Perincheril,0.1341149819359443,male,Susquehanna Financial Group LLLP,"('FANG', '2020 q1')",0.0
42682,HES,2020 q1,1010,0.4068180289195282,Mr. Biju Z. Perincheril,0.2082301954242522,male,Susquehanna Financial Group LLLP,"('HES', '2020 q1')",0.02270684577524662
42683,MRO,2020 q1,1010,0.4238158596182118,Mr. Biju Z. Perincheril,0.4484418030882703,male,Susquehanna Financial Group LLLP,"('MRO', '2020 q1')",0.0
42684,NBL,2020 q1,1010,0.2501335276758423,Mr. Biju Z. Perincheril,0.1479284170836758,male,Susquehanna Financial Group LLLP,"('NBL', '2020 q1')",0.0
42685,OXY,2020 q1,1010,0.3583805453822688,Mr. Biju Z. Perincheril,0.1136244550254505,male,Susquehanna Financial Group LLLP,"('OXY', '2020 q1')",0.0
42686,PXD,2020 q1,1010,0.3873290471757727,Mr. Biju Z. Perincheril,0.1014590683140767,male,Susquehanna Financial Group LLLP,"('PXD', '2020 q1')",0.0
42687,APA,2020 q1,1010,0.3739092028569208,Mr. John J. Gerdes,0.1077269088596109,male,MKM Partners,"('APA', '2020 q1')",0.0
42688,COP,2020 q1,1010,0.3676305404825284,Mr. John J. Gerdes,0.1395761138058305,male,MKM Partners,"('COP', '2020 q1')",0.010727287270128727
42689,DVN,2020 q1,1010,0.6039609152155234,Mr. John J. Gerdes,0.1424977096249425,male,MKM Partners,"('DVN', '2020 q1')",0.0
42690,EOG,2020 q1,1010,0.2917259239118709,Mr. John J. Gerdes,0.1112777340964695,male,MKM Partners,"('EOG', '2020 q1')",0.0
42691,FANG,2020 q1,1010,0.3087824441461317,Mr. John J. Gerdes,0.0798119000380767,male,MKM Partners,"('FANG', '2020 q1')",0.0
42692,HES,2020 q1,1010,0.4068180289195282,Mr. John J. Gerdes,0.1357167218776134,male,MKM Partners,"('HES', '2020 q1')",0.0
42693,MRO,2020 q1,1010,0.4238158596182118,Mr. John J. Gerdes,0.1367553226078194,male,MKM Partners,"('MRO', '2020 q1')",0.0
42694,NBL,2020 q1,1010,0.2501335276758423,Mr. John J. Gerdes,0.0916735653347001,male,MKM Partners,"('NBL', '2020 q1')",0.0
42695,APA,2020 q1,1010,0.3739092028569208,Mr. Ryan M. Todd,0.7502370206029924,male,Piper Sandler Companies,"('APA', '2020 q1')",0.03333333507180214
42696,CXO,2020 q1,1010,0.4110219743565281,Mr. Ryan M. Todd,0.3410739525717164,male,Piper Sandler Companies,"('CXO', '2020 q1')",0.0
42697,HES,2020 q1,1010,0.4068180289195282,Mr. Ryan M. Todd,0.3040929606505585,male,Piper Sandler Companies,"('HES', '2020 q1')",0.0
42698,NBL,2020 q1,1010,0.2501335276758423,Mr. Ryan M. Todd,0.2075949118849333,male,Piper Sandler Companies,"('NBL', '2020 q1')",0.0
42699,XOM,2020 q1,1010,0.4413861511453923,Mr. Ryan M. Todd,0.4580510347825356,male,Piper Sandler Companies,"('XOM', '2020 q1')",0.0
42700,APA,2020 q1,1010,0.3739092028569208,Mr. David A. Deckelbaum,0.5806824681250736,male,Cowen and Company,"('APA', '2020 q1')",0.0
42701,CXO,2020 q1,1010,0.4110219743565281,Mr. David A. Deckelbaum,0.677890553070284,male,Cowen and Company,"('CXO', '2020 q1')",0.0
42702,DVN,2020 q1,1010,0.6039609152155234,Mr. David A. Deckelbaum,0.5397932875616834,male,Cowen and Company,"('DVN', '2020 q1')",0.0
42703,HES,2020 q1,1010,0.4068180289195282,Mr. David A. Deckelbaum,0.4043767415726914,male,Cowen and Company,"('HES', '2020 q1')",0.0
42704,NBL,2020 q1,1010,0.2501335276758423,Mr. David A. Deckelbaum,0.0791437422690365,male,Cowen and Company,"('NBL', '2020 q1')",0.0
42705,OXY,2020 q1,1010,0.3583805453822688,Mr. David A. Deckelbaum,0.4411643289405589,male,Cowen and Company,"('OXY', '2020 q1')",0.0
42706,APA,2020 q1,1010,0.3739092028569208,Mr. Connor Lynagh,0.285110703372594,male,Morgan Stanley,"('APA', '2020 q1')",0.0
42707,BKR,2020 q1,1010,0.6471422317227321,Mr. Connor Lynagh,0.510083519626794,male,Morgan Stanley,"('BKR', '2020 q1')",0.0
42708,HAL,2020 q1,1010,0.6047771087003166,Mr. Connor Lynagh,0.3127529664337315,male,Morgan Stanley,"('HAL', '2020 q1')",0.0
42709,HP,2020 q1,1010,0.6384002211615873,Mr. Connor Lynagh,0.5281867109559056,male,Morgan Stanley,"('HP', '2020 q1')",0.0
42710,NOV,2020 q1,1010,0.6615821495591565,Mr. Connor Lynagh,0.4217674941968401,male,Morgan Stanley,"('NOV', '2020 q1')",0.0
42711,SLB,2020 q1,1010,0.6499588064115167,Mr. Connor Lynagh,0.3872116796813795,male,Morgan Stanley,"('SLB', '2020 q1')",0.0
42712,APA,2020 q1,1010,0.3739092028569208,Mr. Gail N. Dodds,0.1210053774683091,male,Stephens Inc.,"('APA', '2020 q1')",0.0
42713,PXD,2020 q1,1010,0.3873290471757727,Mr. Gail N. Dodds,0.1251304953846881,male,Stephens Inc.,"('PXD', '2020 q1')",0.0
42714,BKR,2020 q1,1010,0.6471422317227321,"Mr. Christopher Voie, CFA",0.4911626276320046,male,"Wells Fargo Securities, LLC","('BKR', '2020 q1')",0.0
42715,HAL,2020 q1,1010,0.6047771087003166,"Mr. Christopher Voie, CFA",0.2082673893849341,male,"Wells Fargo Securities, LLC","('HAL', '2020 q1')",0.0
42716,HP,2020 q1,1010,0.6384002211615873,"Mr. Christopher Voie, CFA",0.3143497408087785,male,"Wells Fargo Securities, LLC","('HP', '2020 q1')",0.0
42717,BKR,2020 q1,1010,0.6471422317227321,Mr. Kurt Hallead,0.3643992101386021,male,RBC Capital Markets,"('BKR', '2020 q1')",0.03333333507180214
42718,FTI,2020 q1,1010,0.6303543438980853,Mr. Kurt Hallead,0.1580418698422102,male,RBC Capital Markets,"('FTI', '2020 q1')",0.02661323081701994
42719,HAL,2020 q1,1010,0.6047771087003166,Mr. Kurt Hallead,0.1907819656556891,male,RBC Capital Markets,"('HAL', '2020 q1')",0.0
42720,HP,2020 q1,1010,0.6384002211615873,Mr. Kurt Hallead,0.2187075628435149,male,RBC Capital Markets,"('HP', '2020 q1')",0.01666666753590107
42721,SLB,2020 q1,1010,0.6499588064115167,Mr. Kurt Hallead,0.3285930559346647,male,RBC Capital Markets,"('SLB', '2020 q1')",0.007459606043994427
42722,BKR,2020 q1,1010,0.6471422317227321,Preston Caldwell,0.7245836834833039,male,"Morningstar, Inc.","('BKR', '2020 q1')",0.0
42723,FTI,2020 q1,1010,0.6303543438980853,Preston Caldwell,0.7091926417919079,male,"Morningstar, Inc.","('FTI', '2020 q1')",0.0
42724,HAL,2020 q1,1010,0.6047771087003166,Preston Caldwell,0.6269728981191512,male,"Morningstar, Inc.","('HAL', '2020 q1')",0.0
42725,HP,2020 q1,1010,0.6384002211615873,Preston Caldwell,0.6411589205225617,male,"Morningstar, Inc.","('HP', '2020 q1')",0.0
42726,NOV,2020 q1,1010,0.6615821495591565,Preston Caldwell,0.6825779638581131,male,"Morningstar, Inc.","('NOV', '2020 q1')",0.0
42727,SLB,2020 q1,1010,0.6499588064115167,Preston Caldwell,0.54680466743755,male,"Morningstar, Inc.","('SLB', '2020 q1')",0.0
42728,BKR,2020 q1,1010,0.6471422317227321,"Mr. Charles P. Minervino, CFA",0.5432545581474595,male,Susquehanna Financial Group LLLP,"('BKR', '2020 q1')",0.0
42729,FTI,2020 q1,1010,0.6303543438980853,"Mr. Charles P. Minervino, CFA",0.7590183033536625,male,Susquehanna Financial Group LLLP,"('FTI', '2020 q1')",0.0
42730,HAL,2020 q1,1010,0.6047771087003166,"Mr. Charles P. Minervino, CFA",0.7048389910479343,male,Susquehanna Financial Group LLLP,"('HAL', '2020 q1')",0.0
42731,HP,2020 q1,1010,0.6384002211615873,"Mr. Charles P. Minervino, CFA",0.8208413735668637,male,Susquehanna Financial Group LLLP,"('HP', '2020 q1')",0.0
42732,NOV,2020 q1,1010,0.6615821495591565,"Mr. Charles P. Minervino, CFA",0.8065570948586706,male,Susquehanna Financial Group LLLP,"('NOV', '2020 q1')",0.0
42733,SLB,2020 q1,1010,0.6499588064115167,"Mr. Charles P. Minervino, CFA",0.6945091214319276,male,Susquehanna Financial Group LLLP,"('SLB', '2020 q1')",0.0
42734,BKR,2020 q1,1010,0.6471422317227321,Mr. Chase Mulvehill,0.3643992101386021,male,BofA Global Research,"('BKR', '2020 q1')",0.03333333507180214
42735,HAL,2020 q1,1010,0.6047771087003166,Mr. Chase Mulvehill,0.2375309001472212,male,BofA Global Research,"('HAL', '2020 q1')",0.0
42736,HP,2020 q1,1010,0.6384002211615873,Mr. Chase Mulvehill,0.3372848076199224,male,BofA Global Research,"('HP', '2020 q1')",0.0
42737,NOV,2020 q1,1010,0.6615821495591565,Mr. Chase Mulvehill,0.240755637859598,male,BofA Global Research,"('NOV', '2020 q1')",0.0
42738,SLB,2020 q1,1010,0.6499588064115167,Mr. Chase Mulvehill,0.5158943145107435,male,BofA Global Research,"('SLB', '2020 q1')",0.03333333507180214
42739,BKR,2020 q1,1010,0.6471422317227321,Mr. Blake Gendron,0.8127647452245619,male,Wolfe Research,"('BKR', '2020 q1')",0.0
42740,HAL,2020 q1,1010,0.6047771087003166,Mr. Blake Gendron,0.2638233338514262,male,Wolfe Research,"('HAL', '2020 q1')",0.0
42741,NOV,2020 q1,1010,0.6615821495591565,Mr. Blake Gendron,0.3510534518038303,male,Wolfe Research,"('NOV', '2020 q1')",0.0
42742,BKR,2020 q1,1010,0.6471422317227321,Mr. Tarek Soliman,0.3643992101386021,male,HSBC,"('BKR', '2020 q1')",0.03333333507180214
42743,COG,2020 q1,1010,0.5313210356793913,Mr. Josh Silverstein,0.2960353566531854,male,Wolfe Research,"('COG', '2020 q1')",0.0
42744,CXO,2020 q1,1010,0.4110219743565281,Mr. Josh Silverstein,0.2116346270278577,male,Wolfe Research,"('CXO', '2020 q1')",0.0
42745,DVN,2020 q1,1010,0.6039609152155234,Mr. Josh Silverstein,0.416178724200688,male,Wolfe Research,"('DVN', '2020 q1')",0.012142485938966274
42746,HES,2020 q1,1010,0.4068180289195282,Mr. Josh Silverstein,0.2169333385825484,male,Wolfe Research,"('HES', '2020 q1')",0.0
42747,MRO,2020 q1,1010,0.4238158596182118,Mr. Josh Silverstein,0.143269538159622,male,Wolfe Research,"('MRO', '2020 q1')",0.0
42748,COG,2020 q1,1010,0.5313210356793913,"Mr. Nitin Kumar, CFA",0.1692444797396665,male,"Wells Fargo Securities, LLC","('COG', '2020 q1')",0.0
42749,CXO,2020 q1,1010,0.4110219743565281,"Mr. Nitin Kumar, CFA",0.1020742773572413,male,"Wells Fargo Securities, LLC","('CXO', '2020 q1')",0.03968420810997486
42750,DVN,2020 q1,1010,0.6039609152155234,"Mr. Nitin Kumar, CFA",0.1375455392599798,male,"Wells Fargo Securities, LLC","('DVN', '2020 q1')",0.01450726855546236
42751,EOG,2020 q1,1010,0.2917259239118709,"Mr. Nitin Kumar, CFA",0.0950158212058613,male,"Wells Fargo Securities, LLC","('EOG', '2020 q1')",0.0055175055749714375
42752,FANG,2020 q1,1010,0.3087824441461317,"Mr. Nitin Kumar, CFA",0.0640302912471213,male,"Wells Fargo Securities, LLC","('FANG', '2020 q1')",0.0
42753,MRO,2020 q1,1010,0.4238158596182118,"Mr. Nitin Kumar, CFA",0.1052386747937562,male,"Wells Fargo Securities, LLC","('MRO', '2020 q1')",0.012255924753844738
42754,NBL,2020 q1,1010,0.2501335276758423,"Mr. Nitin Kumar, CFA",0.0463285683917554,male,"Wells Fargo Securities, LLC","('NBL', '2020 q1')",0.013926982879638672
42755,PXD,2020 q1,1010,0.3873290471757727,"Mr. Nitin Kumar, CFA",0.1437239752044025,male,"Wells Fargo Securities, LLC","('PXD', '2020 q1')",0.017317205667495728
42756,COG,2020 q1,1010,0.5313210356793913,Mr. Marshall Coltrain,0.5697328270481786,male,Guggenheim Securities LLC,"('COG', '2020 q1')",0.0
42757,CXO,2020 q1,1010,0.4110219743565281,Mr. Marshall Coltrain,0.1048937821584118,male,Guggenheim Securities LLC,"('CXO', '2020 q1')",0.027584044262766838
42758,COG,2020 q1,1010,0.5313210356793913,"Michael C. Schmitz, CFA",0.2420665519158265,male,Ladenburg Thalmann & Co. Inc.,"('COG', '2020 q1')",0.0
42759,COG,2020 q1,1010,0.5313210356793913,Mr. Kashy O. Harrison,0.1592981407781316,male,Piper Sandler Companies,"('COG', '2020 q1')",0.0
42760,COG,2020 q1,1010,0.5313210356793913,SADIF Research,0.9085997870393562,Not a person,Sadif Analytics Prime,"('COG', '2020 q1')",0.8854299187660217
42761,DVN,2020 q1,1010,0.6039609152155234,SADIF Research,0.9205549038870005,Not a person,Sadif Analytics Prime,"('DVN', '2020 q1')",0.918325662612915
42762,KMI,2020 q1,1010,0.5723395001379774,SADIF Research,0.9855315704621972,Not a person,Sadif Analytics Prime,"('KMI', '2020 q1')",0.9660008549690247
42763,MPC,2020 q1,1010,0.4665594785623402,SADIF Research,0.9764957594654488,Not a person,Sadif Analytics Prime,"('MPC', '2020 q1')",0.9566650390625
42764,MRO,2020 q1,1010,0.4238158596182118,SADIF Research,0.9146353272464232,Not a person,Sadif Analytics Prime,"('MRO', '2020 q1')",0.9021709561347961
42765,VLO,2020 q1,1010,0.618789758661167,SADIF Research,0.9299468604686384,Not a person,Sadif Analytics Prime,"('VLO', '2020 q1')",0.9261500835418701
42766,COG,2020 q1,1010,0.5313210356793913,Ms. Holly B. Stewart,0.4543899317638863,female,Scotiabank GBM,"('COG', '2020 q1')",0.0
42767,COP,2020 q1,1010,0.3676305404825284,"Mr. Allen Good, CFA",0.3767814626966903,male,"Morningstar, Inc.","('COP', '2020 q1')",0.0
42768,CVX,2020 q1,1010,0.2388581820258224,"Mr. Allen Good, CFA",0.3213847617200515,male,"Morningstar, Inc.","('CVX', '2020 q1')",0.0
42769,HFC,2020 q1,1010,0.4143876564034636,"Mr. Allen Good, CFA",0.4472799184609182,male,"Morningstar, Inc.","('HFC', '2020 q1')",0.0
42770,MPC,2020 q1,1010,0.4665594785623402,"Mr. Allen Good, CFA",0.4143053043984029,male,"Morningstar, Inc.","('MPC', '2020 q1')",0.0
42771,PSX,2020 q1,1010,0.5721962604906632,"Mr. Allen Good, CFA",0.4513514863607714,male,"Morningstar, Inc.","('PSX', '2020 q1')",0.0
42772,VLO,2020 q1,1010,0.618789758661167,"Mr. Allen Good, CFA",0.4153572733195761,male,"Morningstar, Inc.","('VLO', '2020 q1')",0.002387991175055504
42773,XOM,2020 q1,1010,0.4413861511453923,"Mr. Allen Good, CFA",0.44604002195291,male,"Morningstar, Inc.","('XOM', '2020 q1')",0.0
42774,COP,2020 q1,1010,0.3676305404825284,Credit Suisse Global Product Marketing,0.42843322953079,Not a person,Credit Suisse,"('COP', '2020 q1')",0.0
42775,DVN,2020 q1,1010,0.6039609152155234,Credit Suisse Global Product Marketing,0.8821437206759959,Not a person,Credit Suisse,"('DVN', '2020 q1')",0.0
42776,KMI,2020 q1,1010,0.5723395001379774,Credit Suisse Global Product Marketing,0.8266409976916641,Not a person,Credit Suisse,"('KMI', '2020 q1')",0.0
42777,PXD,2020 q1,1010,0.3873290471757727,Credit Suisse Global Product Marketing,0.8825942970016563,Not a person,Credit Suisse,"('PXD', '2020 q1')",0.0
42778,COP,2020 q1,1010,0.3676305404825284,Ms. Jeanine C. Wai,0.3107531432387485,female,Barclays,"('COP', '2020 q1')",0.0
42779,CVX,2020 q1,1010,0.2388581820258224,Ms. Jeanine C. Wai,0.0782095299673226,female,Barclays,"('CVX', '2020 q1')",0.015081880614161491
42780,CXO,2020 q1,1010,0.4110219743565281,Ms. Jeanine C. Wai,0.7838630724351362,female,Barclays,"('CXO', '2020 q1')",0.0
42781,DVN,2020 q1,1010,0.6039609152155234,Ms. Jeanine C. Wai,0.7790276066538274,female,Barclays,"('DVN', '2020 q1')",0.0
42782,HES,2020 q1,1010,0.4068180289195282,Ms. Jeanine C. Wai,0.5628422170435384,female,Barclays,"('HES', '2020 q1')",0.0
42783,OXY,2020 q1,1010,0.3583805453822688,Ms. Jeanine C. Wai,0.2261059140487485,female,Barclays,"('OXY', '2020 q1')",0.0
42784,PXD,2020 q1,1010,0.3873290471757727,Ms. Jeanine C. Wai,0.6595367609974485,female,Barclays,"('PXD', '2020 q1')",0.0
42785,XOM,2020 q1,1010,0.4413861511453923,Ms. Jeanine C. Wai,0.2152313488402336,female,Barclays,"('XOM', '2020 q1')",0.0
42786,CVX,2020 q1,1010,0.2388581820258224,"Roger D. Read, CPA",0.05490499396901,male,"Wells Fargo Securities, LLC","('CVX', '2020 q1')",0.018362410366535187
42787,HFC,2020 q1,1010,0.4143876564034636,"Roger D. Read, CPA",0.354648174039431,male,"Wells Fargo Securities, LLC","('HFC', '2020 q1')",0.0
42788,MPC,2020 q1,1010,0.4665594785623402,"Roger D. Read, CPA",0.2554971641541532,male,"Wells Fargo Securities, LLC","('MPC', '2020 q1')",0.0
42789,OXY,2020 q1,1010,0.3583805453822688,"Roger D. Read, CPA",0.1056012916572573,male,"Wells Fargo Securities, LLC","('OXY', '2020 q1')",0.0
42790,VLO,2020 q1,1010,0.618789758661167,"Roger D. Read, CPA",0.2936702490760877,male,"Wells Fargo Securities, LLC","('VLO', '2020 q1')",0.0
42791,XOM,2020 q1,1010,0.4413861511453923,"Roger D. Read, CPA",0.0545849112340326,male,"Wells Fargo Securities, LLC","('XOM', '2020 q1')",0.0
42792,CVX,2020 q1,1010,0.2388581820258224,"Mr. Paul Y. Cheng, CFA",0.048406084170995,male,Scotiabank GBM,"('CVX', '2020 q1')",0.0
42793,CXO,2020 q1,1010,0.4110219743565281,"Mr. Paul Y. Cheng, CFA",0.121436308883026,male,Scotiabank GBM,"('CXO', '2020 q1')",0.0
42794,EOG,2020 q1,1010,0.2917259239118709,"Mr. Paul Y. Cheng, CFA",0.0706898659965069,male,Scotiabank GBM,"('EOG', '2020 q1')",0.0
42795,HFC,2020 q1,1010,0.4143876564034636,"Mr. Paul Y. Cheng, CFA",0.1616173855909155,male,Scotiabank GBM,"('HFC', '2020 q1')",0.0
42796,MPC,2020 q1,1010,0.4665594785623402,"Mr. Paul Y. Cheng, CFA",0.1599498568398811,male,Scotiabank GBM,"('MPC', '2020 q1')",0.0
42797,NBL,2020 q1,1010,0.2501335276758423,"Mr. Paul Y. Cheng, CFA",0.0707549160407223,male,Scotiabank GBM,"('NBL', '2020 q1')",0.013184274546802044
42798,OXY,2020 q1,1010,0.3583805453822688,"Mr. Paul Y. Cheng, CFA",0.0927421121742927,male,Scotiabank GBM,"('OXY', '2020 q1')",0.01162218302488327
42799,PSX,2020 q1,1010,0.5721962604906632,"Mr. Paul Y. Cheng, CFA",0.2107374769245227,male,Scotiabank GBM,"('PSX', '2020 q1')",0.02491621859371662
42800,PXD,2020 q1,1010,0.3873290471757727,"Mr. Paul Y. Cheng, CFA",0.0953955279351157,male,Scotiabank GBM,"('PXD', '2020 q1')",0.0
42801,VLO,2020 q1,1010,0.618789758661167,"Mr. Paul Y. Cheng, CFA",0.2605629005556075,male,Scotiabank GBM,"('VLO', '2020 q1')",0.0
42802,XOM,2020 q1,1010,0.4413861511453923,"Mr. Paul Y. Cheng, CFA",0.7395025082528974,male,Scotiabank GBM,"('XOM', '2020 q1')",0.0
42803,CVX,2020 q1,1010,0.2388581820258224,Mr. Jason D. Gammel,0.0708512406052444,male,Jefferies,"('CVX', '2020 q1')",0.0
42804,OXY,2020 q1,1010,0.3583805453822688,Mr. Jason D. Gammel,0.1143304911721156,male,Jefferies,"('OXY', '2020 q1')",0.0
42805,CVX,2020 q1,1010,0.2388581820258224,Mr. Jason Gabelman,0.3059411281548986,male,Cowen and Company,"('CVX', '2020 q1')",0.0
42806,MPC,2020 q1,1010,0.4665594785623402,Mr. Jason Gabelman,0.1419151164299968,male,Cowen and Company,"('MPC', '2020 q1')",0.023132595233619213
42807,PSX,2020 q1,1010,0.5721962604906632,Mr. Jason Gabelman,0.6006282500145479,male,Cowen and Company,"('PSX', '2020 q1')",0.005976855754852295
42808,XOM,2020 q1,1010,0.4413861511453923,Mr. Jason Gabelman,0.199173675172278,male,Cowen and Company,"('XOM', '2020 q1')",0.0
42809,CVX,2020 q1,1010,0.2388581820258224,Mr. Biraj Borkhataria,0.089461103729186,male,RBC Capital Markets,"('CVX', '2020 q1')",0.0
42810,XOM,2020 q1,1010,0.4413861511453923,Mr. Biraj Borkhataria,0.2688016820045691,male,RBC Capital Markets,"('XOM', '2020 q1')",0.0
42811,DVN,2020 q1,1010,0.6039609152155234,Acquisdata Research Team,0.2188051321695338,Not a person,Acquisdata,"('DVN', '2020 q1')",0.0
42812,KMI,2020 q1,1010,0.5723395001379774,Acquisdata Research Team,0.3078320132814849,Not a person,Acquisdata,"('KMI', '2020 q1')",0.0
42813,XOM,2020 q1,1010,0.4413861511453923,Acquisdata Research Team,0.2634859731485006,Not a person,Acquisdata,"('XOM', '2020 q1')",0.0
42814,FANG,2020 q1,1010,0.3087824441461317,Jeff S. Grampp,0.0404571555771466,male,Northland Securities,"('FANG', '2020 q1')",0.010617327690124512
42815,FANG,2020 q1,1010,0.3087824441461317,Mr. Stephen Ellis,0.2264158814623371,male,"Morningstar, Inc.","('FANG', '2020 q1')",0.0
42816,OKE,2020 q1,1010,0.2753335692784393,Mr. Stephen Ellis,0.4163488085478596,male,"Morningstar, Inc.","('OKE', '2020 q1')",0.0039897579699754715
42817,WMB,2020 q1,1010,0.5299799041483176,Mr. Stephen Ellis,0.5229621362395792,male,"Morningstar, Inc.","('WMB', '2020 q1')",0.0
42818,FANG,2020 q1,1010,0.3087824441461317,Mr. Mark A. Lear,0.1191555838708103,male,Piper Sandler Companies,"('FANG', '2020 q1')",0.0
42819,FANG,2020 q1,1010,0.3087824441461317,Ms. Betty Jiang,0.0898322413106582,female,Credit Suisse,"('FANG', '2020 q1')",0.0
42820,FANG,2020 q1,1010,0.3087824441461317,Mr. John M. White,0.0807407640133688,male,"Roth Capital Partners, Inc.","('FANG', '2020 q1')",0.006576595362275839
42821,FANG,2020 q1,1010,0.3087824441461317,William Thompson,0.2423465525568624,male,Barclays,"('FANG', '2020 q1')",0.0
42822,FANG,2020 q1,1010,0.3087824441461317,David Havens,0.0573341185876598,male,"SMBC Nikko Securities America, Inc.","('FANG', '2020 q1')",0.0
42823,FANG,2020 q1,1010,0.3087824441461317,Mr. Jason A. Wangler,0.065788896881889,male,"Imperial Capital, LLC","('FANG', '2020 q1')",0.0
42824,FANG,2020 q1,1010,0.3087824441461317,Mr. Ujjwal Pradhan,0.1861821411726887,male,BofA Global Research,"('FANG', '2020 q1')",0.0
42825,FANG,2020 q1,1010,0.3087824441461317,"Mr. Asit K. Sen, CFA",0.7374323379026584,male,BofA Global Research,"('FANG', '2020 q1')",0.03333333507180214
42826,FTI,2020 q1,1010,0.6303543438980853,Paige Meyer,0.7076533885002663,female,CFRA Equity Research,"('FTI', '2020 q1')",0.0
42827,HAL,2020 q1,1010,0.6047771087003166,Paige Meyer,0.7451018969496617,female,CFRA Equity Research,"('HAL', '2020 q1')",0.0
42828,HP,2020 q1,1010,0.6384002211615873,Paige Meyer,0.5887669251099912,female,CFRA Equity Research,"('HP', '2020 q1')",0.0
42829,NOV,2020 q1,1010,0.6615821495591565,Paige Meyer,0.7459744982570965,female,CFRA Equity Research,"('NOV', '2020 q1')",0.0
42830,SLB,2020 q1,1010,0.6499588064115167,Paige Meyer,0.7080780476221302,female,CFRA Equity Research,"('SLB', '2020 q1')",0.0
42831,FTI,2020 q1,1010,0.6303543438980853,Sra. Lillian Starke,0.3208185335775296,female,Morgan Stanley,"('FTI', '2020 q1')",0.006666667014360428
42832,FTI,2020 q1,1010,0.6303543438980853,Chris Snyder,0.9658324230287,male,Deutsche Bank,"('FTI', '2020 q1')",0.0
42833,HAL,2020 q1,1010,0.6047771087003166,Chris Snyder,0.9637894757989738,male,Deutsche Bank,"('HAL', '2020 q1')",0.0
42834,HP,2020 q1,1010,0.6384002211615873,Chris Snyder,0.953655473120482,male,Deutsche Bank,"('HP', '2020 q1')",0.0
42835,SLB,2020 q1,1010,0.6499588064115167,Chris Snyder,0.9191912873005972,male,Deutsche Bank,"('SLB', '2020 q1')",0.0
42836,FTI,2020 q1,1010,0.6303543438980853,Bertrand Hodee,0.3145984943716958,male,Kepler Cheuvreux,"('FTI', '2020 q1')",0.0
42837,FTI,2020 q1,1010,0.6303543438980853,Mr. James C. West,0.1469316108738407,male,EVERCORE ISI,"('FTI', '2020 q1')",0.0
42838,HAL,2020 q1,1010,0.6047771087003166,Mr. James C. West,0.4129504542402573,male,EVERCORE ISI,"('HAL', '2020 q1')",0.0
42839,HP,2020 q1,1010,0.6384002211615873,Mr. James C. West,0.2954926088722855,male,EVERCORE ISI,"('HP', '2020 q1')",0.011111111690600714
42840,SLB,2020 q1,1010,0.6499588064115167,Mr. James C. West,0.2648741443523208,male,EVERCORE ISI,"('SLB', '2020 q1')",0.0
42841,FTI,2020 q1,1010,0.6303543438980853,Vaibhav Vaishnav,0.1814407251364706,male,Scotiabank GBM,"('FTI', '2020 q1')",0.0
42842,NOV,2020 q1,1010,0.6615821495591565,Vaibhav Vaishnav,0.5624290695798351,male,Scotiabank GBM,"('NOV', '2020 q1')",0.0
42843,FTI,2020 q1,1010,0.6303543438980853,Mr. Christopher A. Jacobson,0.9084778746259996,male,Susquehanna Financial Group LLLP,"('FTI', '2020 q1')",0.0
42844,FTI,2020 q1,1010,0.6303543438980853,"Mr. J. David J. Anderson, CFA",0.2926166376016838,male,Barclays,"('FTI', '2020 q1')",0.0
42845,HAL,2020 q1,1010,0.6047771087003166,"Mr. J. David J. Anderson, CFA",0.3251636397580802,male,Barclays,"('HAL', '2020 q1')",0.0
42846,SLB,2020 q1,1010,0.6499588064115167,"Mr. J. David J. Anderson, CFA",0.3403105603367509,male,Barclays,"('SLB', '2020 q1')",0.0
42847,FTI,2020 q1,1010,0.6303543438980853,Mr. Mark Wilson,0.2809076281615486,male,Jefferies,"('FTI', '2020 q1')",0.0
42848,FTI,2020 q1,1010,0.6303543438980853,Mr. William A. Herbert,0.6814944060960981,male,Piper Sandler Companies,"('FTI', '2020 q1')",0.0
42849,HAL,2020 q1,1010,0.6047771087003166,Mr. William A. Herbert,0.1918963266278456,male,Piper Sandler Companies,"('HAL', '2020 q1')",0.0
42850,SLB,2020 q1,1010,0.6499588064115167,Mr. William A. Herbert,0.3020992222481475,male,Piper Sandler Companies,"('SLB', '2020 q1')",0.0
42851,FTI,2020 q1,1010,0.6303543438980853,Mr. Vlad Sergievskii,0.1949581495980069,male,BofA Global Research,"('FTI', '2020 q1')",0.0
42852,FTI,2020 q1,1010,0.6303543438980853,"Mr. Coleman W. Sullivan, CFA",0.1400067526599491,male,"Wells Fargo Securities, LLC","('FTI', '2020 q1')",0.0
42853,NOV,2020 q1,1010,0.6615821495591565,"Mr. Coleman W. Sullivan, CFA",0.2254771545107725,male,"Wells Fargo Securities, LLC","('NOV', '2020 q1')",0.0
42854,HAL,2020 q1,1010,0.6047771087003166,Mr. Jacob A. Lundberg,0.5066240124882774,male,Credit Suisse,"('HAL', '2020 q1')",0.0
42855,HP,2020 q1,1010,0.6384002211615873,Mr. Jacob A. Lundberg,0.35127123251979,male,Credit Suisse,"('HP', '2020 q1')",0.0
42856,NOV,2020 q1,1010,0.6615821495591565,Mr. Jacob A. Lundberg,0.7251142909998965,male,Credit Suisse,"('NOV', '2020 q1')",0.0
42857,SLB,2020 q1,1010,0.6499588064115167,Mr. Jacob A. Lundberg,0.5528499708132107,male,Credit Suisse,"('SLB', '2020 q1')",0.0
42858,HFC,2020 q1,1010,0.4143876564034636,Mr. Manav Gupta,0.4435983576965495,male,Credit Suisse,"('HFC', '2020 q1')",0.009869724822541079
42859,MPC,2020 q1,1010,0.4665594785623402,Mr. Manav Gupta,0.2043412486209771,male,Credit Suisse,"('MPC', '2020 q1')",0.0
42860,PSX,2020 q1,1010,0.5721962604906632,Mr. Manav Gupta,0.435549715198582,male,Credit Suisse,"('PSX', '2020 q1')",0.0059462543576955795
42861,VLO,2020 q1,1010,0.618789758661167,Mr. Manav Gupta,0.3177861756523441,male,Credit Suisse,"('VLO', '2020 q1')",0.0
42862,HFC,2020 q1,1010,0.4143876564034636,"Mr. Brad Heffern, CFA",0.2350474086597149,male,RBC Capital Markets,"('HFC', '2020 q1')",0.0
42863,PSX,2020 q1,1010,0.5721962604906632,"Mr. Brad Heffern, CFA",0.2394849548518921,male,RBC Capital Markets,"('PSX', '2020 q1')",0.016848279163241386
42864,HFC,2020 q1,1010,0.4143876564034636,Mr. Sam J. Margolin,0.1564793820941903,male,Wolfe Research,"('HFC', '2020 q1')",0.0
42865,MPC,2020 q1,1010,0.4665594785623402,Mr. Sam J. Margolin,0.2219151703339204,male,Wolfe Research,"('MPC', '2020 q1')",0.0
42866,VLO,2020 q1,1010,0.618789758661167,Mr. Sam J. Margolin,0.7227175157665023,male,Wolfe Research,"('VLO', '2020 q1')",0.03333333507180214
42867,XOM,2020 q1,1010,0.4413861511453923,Mr. Sam J. Margolin,0.1434801783086851,male,Wolfe Research,"('XOM', '2020 q1')",0.0
42868,HP,2020 q1,1010,0.6384002211615873,John Watson,0.3558113245365639,male,Piper Sandler Companies,"('HP', '2020 q1')",0.0
42869,HP,2020 q1,1010,0.6384002211615873,"Mr. Marc G. Bianchi, CFA",0.3156767912459399,male,Cowen and Company,"('HP', '2020 q1')",0.0
42870,NOV,2020 q1,1010,0.6615821495591565,"Mr. Marc G. Bianchi, CFA",0.412259475862169,male,Cowen and Company,"('NOV', '2020 q1')",0.0
42871,SLB,2020 q1,1010,0.6499588064115167,"Mr. Marc G. Bianchi, CFA",0.2108275632947724,male,Cowen and Company,"('SLB', '2020 q1')",0.0
42872,KMI,2020 q1,1010,0.5723395001379774,Mr. Travis Miller,0.553330972278247,male,"Morningstar, Inc.","('KMI', '2020 q1')",0.0
42873,KMI,2020 q1,1010,0.5723395001379774,Keith Stanley,0.2350977225116653,male,Wolfe Research,"('KMI', '2020 q1')",0.019482088275253773
42874,KMI,2020 q1,1010,0.5723395001379774,"Ms. Elvira Scotto, CFA",0.1758059812986684,female,RBC Capital Markets,"('KMI', '2020 q1')",0.011111111690600714
42875,OKE,2020 q1,1010,0.2753335692784393,"Ms. Elvira Scotto, CFA",0.0795623860495836,female,RBC Capital Markets,"('OKE', '2020 q1')",0.011111111690600714
42876,KMI,2020 q1,1010,0.5723395001379774,Mr. Stephen C. Byrd,0.2190930600041423,male,Morgan Stanley,"('KMI', '2020 q1')",0.0
42877,KMI,2020 q1,1010,0.5723395001379774,Mr. Michael J. Blum,0.1797777686453169,male,"Wells Fargo Securities, LLC","('KMI', '2020 q1')",0.012668201699852943
42878,OKE,2020 q1,1010,0.2753335692784393,Mr. Michael J. Blum,0.1378325518597371,male,"Wells Fargo Securities, LLC","('OKE', '2020 q1')",0.0269089387729764
42879,KMI,2020 q1,1010,0.5723395001379774,"Mr. Pearce W. Hammond, Jr",0.2088083659586328,male,Piper Sandler Companies,"('KMI', '2020 q1')",0.0
42880,KMI,2020 q1,1010,0.5723395001379774,"Christopher P. Sighinolfi, CFA, CFA",0.2058181787648982,male,Jefferies,"('KMI', '2020 q1')",0.0
42881,KMI,2020 q1,1010,0.5723395001379774,"Mr. Spiro M. Dounis, CFA",0.5397644343731874,male,Credit Suisse,"('KMI', '2020 q1')",0.0
42882,MPC,2020 q1,1010,0.4665594785623402,Benny C. Wong,0.3380633753141559,male,Morgan Stanley,"('MPC', '2020 q1')",0.014892222359776497
42883,PSX,2020 q1,1010,0.5721962604906632,Benny C. Wong,0.7586807603933003,male,Morgan Stanley,"('PSX', '2020 q1')",0.0
42884,NBL,2020 q1,1010,0.2501335276758423,Irene Haas,0.0806287472756193,female,"Imperial Capital, LLC","('NBL', '2020 q1')",0.0
42885,PXD,2020 q1,1010,0.3873290471757727,Irene Haas,0.118579225208718,female,"Imperial Capital, LLC","('PXD', '2020 q1')",0.0
42886,OKE,2020 q1,1010,0.2753335692784393,Derek B. Walker,0.1843443141470005,male,BofA Global Research,"('OKE', '2020 q1')",0.0
42887,WMB,2020 q1,1010,0.5299799041483176,Derek B. Walker,0.5819820475086633,male,BofA Global Research,"('WMB', '2020 q1')",0.01626477763056755
42888,OKE,2020 q1,1010,0.2753335692784393,Alex Kania,0.113216559368497,male,Wolfe Research,"('OKE', '2020 q1')",0.0
42889,WMB,2020 q1,1010,0.5299799041483176,Alex Kania,0.2322888610692847,male,Wolfe Research,"('WMB', '2020 q1')",0.0
42890,OKE,2020 q1,1010,0.2753335692784393,Mr. Alonso Guerra-Garcia,0.0985023267600159,male,Scotiabank GBM,"('OKE', '2020 q1')",0.0
42891,OKE,2020 q1,1010,0.2753335692784393,Tristan Richardson,0.1191472827591507,male,SunTrust Robinson Humphrey Capital Markets,"('OKE', '2020 q1')",0.0
42892,WMB,2020 q1,1010,0.5299799041483176,Tristan Richardson,0.2278279385136815,male,SunTrust Robinson Humphrey Capital Markets,"('WMB', '2020 q1')",0.007083965931087732
42893,OXY,2020 q1,1010,0.3583805453822688,Mr. Daniel Lungo,0.1096296256471518,male,BofA Global Research,"('OXY', '2020 q1')",0.04909198731184006
42894,OXY,2020 q1,1010,0.3583805453822688,Doug Terreson,0.5511757936673247,male,EVERCORE ISI,"('OXY', '2020 q1')",0.014784802682697773
42895,XOM,2020 q1,1010,0.4413861511453923,Doug Terreson,0.2744298559429636,male,EVERCORE ISI,"('XOM', '2020 q1')",0.0
42896,PSX,2020 q1,1010,0.5721962604906632,Theresa Chen,0.5653178466804837,female,Barclays,"('PSX', '2020 q1')",0.0
42897,VLO,2020 q1,1010,0.618789758661167,Theresa Chen,0.7338928450301475,female,Barclays,"('VLO', '2020 q1')",0.0
42898,SLB,2020 q1,1010,0.6499588064115167,"Mr. Simon T. Wong, CFA",0.5158943145107435,male,Gabelli & Company,"('SLB', '2020 q1')",0.03333333507180214
42899,WMB,2020 q1,1010,0.5299799041483176,Mr. Durgesh Chopra,0.6262147136325432,male,EVERCORE ISI,"('WMB', '2020 q1')",0.0
42900,WMB,2020 q1,1010,0.5299799041483176,Mr. Praneeth Satish,0.2230285009539397,male,"Wells Fargo Securities, LLC","('WMB', '2020 q1')",0.0
42901,XOM,2020 q1,1010,0.4413861511453923,Mr. Darrin D. Peller,0.2891955036207094,male,Wolfe Research,"('XOM', '2020 q1')",0.0
42902,XOM,2020 q1,1010,0.4413861511453923,Mr. Henry M. Tarr,0.1143676328654517,male,Berenberg,"('XOM', '2020 q1')",0.00911746360361576
42903,XOM,2020 q1,1010,0.4413861511453923,Research Department,0.1969818940699124,Not a person,Trefis,"('XOM', '2020 q1')",0.0
42904,COST,2018 q1,3010,0.5601973754652178,"Mr. Simeon Gutman, CFA",0.3946141048528929,male,Morgan Stanley,"('COST', '2018 q1')",0.0
42905,WMT,2018 q1,3010,0.5689096203211124,"Mr. Simeon Gutman, CFA",0.2662297986856068,male,Morgan Stanley,"('WMT', '2018 q1')",0.0
42906,COST,2018 q1,3010,0.5601973754652178,Joseph Agnese,0.6379382443409096,male,CFRA Equity Research,"('COST', '2018 q1')",0.0
42907,SYY,2018 q1,3010,0.6528727788467774,Joseph Agnese,0.9434161560553336,male,CFRA Equity Research,"('SYY', '2018 q1')",0.0
42908,WBA,2018 q1,3010,0.6979558626298712,Joseph Agnese,0.6824314769905508,male,CFRA Equity Research,"('WBA', '2018 q1')",0.0
42909,WMT,2018 q1,3010,0.5689096203211124,Joseph Agnese,0.6849082755596672,male,CFRA Equity Research,"('WMT', '2018 q1')",0.0023874444887042046
42910,COST,2018 q1,3010,0.5601973754652178,Scott A. Mushkin,0.1678840576398399,male,Wolfe Research,"('COST', '2018 q1')",0.015366865787655115
42911,KR,2018 q1,3010,0.4016855485285193,Scott A. Mushkin,0.1082915287586709,male,Wolfe Research,"('KR', '2018 q1')",0.0
42912,WBA,2018 q1,3010,0.6979558626298712,Scott A. Mushkin,0.2505588259400254,male,Wolfe Research,"('WBA', '2018 q1')",0.0
42913,WMT,2018 q1,3010,0.5689096203211124,Scott A. Mushkin,0.1774011375101832,male,Wolfe Research,"('WMT', '2018 q1')",0.0
42914,COST,2018 q1,3010,0.5601973754652178,Bill Dreher,0.7304827660431702,male,Susquehanna Financial Group LLLP,"('COST', '2018 q1')",0.0
42915,WMT,2018 q1,3010,0.5689096203211124,Bill Dreher,0.639979540506579,male,Susquehanna Financial Group LLLP,"('WMT', '2018 q1')",0.0
42916,COST,2018 q1,3010,0.5601973754652178,"Mr. Oliver Chen, CFA",0.2025333353658283,male,Cowen and Company,"('COST', '2018 q1')",0.0
42917,COST,2018 q1,3010,0.5601973754652178,"Brian W. Nagel, CFA",0.2760063787537475,male,"Oppenheimer & Co., Inc.","('COST', '2018 q1')",0.0
42918,COST,2018 q1,3010,0.5601973754652178,Mr. Joseph I. Feldman,0.2804603955863823,male,Telsey Advisory Group,"('COST', '2018 q1')",0.0
42919,KR,2018 q1,3010,0.4016855485285193,Mr. Joseph I. Feldman,0.1883810735358611,male,Telsey Advisory Group,"('KR', '2018 q1')",0.0
42920,COST,2018 q1,3010,0.5601973754652178,"Charles E. Cerankosky, Jr",0.3233179688431419,male,Northcoast Research,"('COST', '2018 q1')",0.0545376893132925
42921,COST,2018 q1,3010,0.5601973754652178,"Scot Ciccarelli, CFA",0.2455241085476121,male,RBC Capital Markets,"('COST', '2018 q1')",0.0
42922,WMT,2018 q1,3010,0.5689096203211124,"Scot Ciccarelli, CFA",0.2596663308989106,male,RBC Capital Markets,"('WMT', '2018 q1')",0.0
42923,COST,2018 q1,3010,0.5601973754652178,Karen Short,0.6222780539776214,female,Barclays,"('COST', '2018 q1')",0.0
42924,KR,2018 q1,3010,0.4016855485285193,Karen Short,0.6050317866490411,female,Barclays,"('KR', '2018 q1')",0.0
42925,SYY,2018 q1,3010,0.6528727788467774,Karen Short,0.5497810050149039,female,Barclays,"('SYY', '2018 q1')",0.0
42926,WMT,2018 q1,3010,0.5689096203211124,Karen Short,0.2588006935374128,female,Barclays,"('WMT', '2018 q1')",0.0
42927,COST,2018 q1,3010,0.5601973754652178,"John Brick, CFA",0.6254836053930577,male,"Morningstar, Inc.","('COST', '2018 q1')",0.03333333507180214
42928,COST,2018 q1,3010,0.5601973754652178,Mr. John E. Heinbockel,0.3432119323055229,male,Guggenheim Securities LLC,"('COST', '2018 q1')",0.0
42929,KR,2018 q1,3010,0.4016855485285193,Mr. John E. Heinbockel,0.2306184312105893,male,Guggenheim Securities LLC,"('KR', '2018 q1')",0.0
42930,SYY,2018 q1,3010,0.6528727788467774,Mr. John E. Heinbockel,0.2013854137199326,male,Guggenheim Securities LLC,"('SYY', '2018 q1')",0.0
42931,KR,2018 q1,3010,0.4016855485285193,"William Kirk, CFA",0.1424019476203515,male,RBC Capital Markets,"('KR', '2018 q1')",0.0
42932,SYY,2018 q1,3010,0.6528727788467774,"William Kirk, CFA",0.3991667607555915,male,RBC Capital Markets,"('SYY', '2018 q1')",0.0
42933,KR,2018 q1,3010,0.4016855485285193,"Jeffrey S. Thomison, CFA",0.3085060200868375,male,Hilliard Lyons,"('KR', '2018 q1')",0.011875172145664692
42934,KR,2018 q1,3010,0.4016855485285193,Mr. Shane P. Higgins,0.1484626692251722,male,Deutsche Bank,"('KR', '2018 q1')",0.0
42935,SYY,2018 q1,3010,0.6528727788467774,Mr. Shane P. Higgins,0.3791347321484768,male,Deutsche Bank,"('SYY', '2018 q1')",0.0
42936,KR,2018 q1,3010,0.4016855485285193,Mr. Vincent J. Sinisi,0.3865755544213793,male,Morgan Stanley,"('KR', '2018 q1')",0.0
42937,KR,2018 q1,3010,0.4016855485285193,Mr. Ben Bienvenu,0.4837483798533368,male,Stephens Inc.,"('KR', '2018 q1')",0.0
42938,WMT,2018 q1,3010,0.5689096203211124,Mr. Ben Bienvenu,0.3474505021151546,male,Stephens Inc.,"('WMT', '2018 q1')",0.0
42939,KR,2018 q1,3010,0.4016855485285193,Mr. Ajay K. Jain,0.244406267530673,male,Pivotal Research Group,"('KR', '2018 q1')",0.01666666753590107
42940,SYY,2018 q1,3010,0.6528727788467774,Mr. Ajay K. Jain,0.3812559791382241,male,Pivotal Research Group,"('SYY', '2018 q1')",0.02797007095068693
42941,WBA,2018 q1,3010,0.6979558626298712,Mr. Ajay K. Jain,0.3451607240916476,male,Pivotal Research Group,"('WBA', '2018 q1')",0.022222223381201427
42942,KR,2018 q1,3010,0.4016855485285193,Mr. Rupesh Parikh,0.1388188510251616,male,"Oppenheimer & Co., Inc.","('KR', '2018 q1')",0.011673304252326488
42943,WMT,2018 q1,3010,0.5689096203211124,Mr. Rupesh Parikh,0.1626275026158827,male,"Oppenheimer & Co., Inc.","('WMT', '2018 q1')",0.01545374592145284
42944,KR,2018 q1,3010,0.4016855485285193,"Robert F. Ohmes, CFA",0.274716451249739,male,BofA Global Research,"('KR', '2018 q1')",0.0
42945,WMT,2018 q1,3010,0.5689096203211124,"Robert F. Ohmes, CFA",0.6175399480818324,male,BofA Global Research,"('WMT', '2018 q1')",0.03333333507180214
42946,SYY,2018 q1,3010,0.6528727788467774,SADIF Research,0.9846616065287848,Not a person,Sadif Analytics Prime,"('SYY', '2018 q1')",0.9525379538536072
42947,WBA,2018 q1,3010,0.6979558626298712,SADIF Research,0.9567728007224978,Not a person,Sadif Analytics Prime,"('WBA', '2018 q1')",0.9468022584915161
42948,WMT,2018 q1,3010,0.5689096203211124,SADIF Research,0.9678841242365874,Not a person,Sadif Analytics Prime,"('WMT', '2018 q1')",0.9541925191879272
42949,SYY,2018 q1,3010,0.6528727788467774,Ms. Marisa Sullivan,0.2893663784209729,female,BofA Global Research,"('SYY', '2018 q1')",0.0
42950,SYY,2018 q1,3010,0.6528727788467774,Aaron Eisenberg,0.506434324300878,male,Jefferies,"('SYY', '2018 q1')",0.0
42951,WBA,2018 q1,3010,0.6979558626298712,Mr. Charles Rhyee,0.514126861017785,male,Cowen and Company,"('WBA', '2018 q1')",0.0
42952,WBA,2018 q1,3010,0.6979558626298712,Mr. Glen J. Santangelo,0.9471522237041782,male,Deutsche Bank,"('WBA', '2018 q1')",0.0
42953,WBA,2018 q1,3010,0.6979558626298712,Mr. Steve Valiquette,0.7180744384725158,male,Barclays,"('WBA', '2018 q1')",0.0
42954,WBA,2018 q1,3010,0.6979558626298712,Mr. Michael A. Cherny,0.5498127578024288,male,BofA Global Research,"('WBA', '2018 q1')",0.03333333507180214
42955,WBA,2018 q1,3010,0.6979558626298712,Peter H. Costa,0.3392499750823622,male,"Wells Fargo Securities, LLC","('WBA', '2018 q1')",0.0
42956,WBA,2018 q1,3010,0.6979558626298712,Ms. Erin E. Wright,0.4498437729474103,female,Credit Suisse,"('WBA', '2018 q1')",0.014849583618342876
42957,WBA,2018 q1,3010,0.6979558626298712,George Hill,0.3106409983274769,male,RBC Capital Markets,"('WBA', '2018 q1')",0.0
42958,WBA,2018 q1,3010,0.6979558626298712,David S. MacDonald,0.3171959153316976,male,SunTrust Robinson Humphrey Capital Markets,"('WBA', '2018 q1')",0.0
42959,WBA,2018 q1,3010,0.6979558626298712,Credit Suisse Global Product Marketing,0.6647409294584232,Not a person,Credit Suisse,"('WBA', '2018 q1')",0.019302308559417725
42960,WBA,2018 q1,3010,0.6979558626298712,"Mr. David M. Larsen, CFA",0.3383553444620258,male,SVB Leerink,"('WBA', '2018 q1')",0.0
42961,WMT,2018 q1,3010,0.5689096203211124,Mr. Seth I. Sigman,0.2111614590911708,male,Credit Suisse,"('WMT', '2018 q1')",0.0
42962,WMT,2018 q1,3010,0.5689096203211124,"Paul E. Trussell, CFA",0.3028820044323179,male,Deutsche Bank,"('WMT', '2018 q1')",0.0
42963,WMT,2018 q1,3010,0.5689096203211124,Patrick McKeever,0.3264329299372824,male,MKM Partners,"('WMT', '2018 q1')",0.01010545901954174
42964,WMT,2018 q1,3010,0.5689096203211124,Mr. Robert S. Drbul,0.3797300875330681,male,Guggenheim Securities LLC,"('WMT', '2018 q1')",0.0
42965,COST,2018 q2,3010,0.6494508161497488,Joseph Agnese,0.6395298112239746,male,CFRA Equity Research,"('COST', '2018 q2')",0.0
42966,KR,2018 q2,3010,0.4742877439463068,Joseph Agnese,0.6768797700409644,male,CFRA Equity Research,"('KR', '2018 q2')",0.0
42967,SYY,2018 q2,3010,0.6976787199186667,Joseph Agnese,0.9279640905642416,male,CFRA Equity Research,"('SYY', '2018 q2')",0.0
42968,WBA,2018 q2,3010,0.4988533195748139,Joseph Agnese,0.5821376348824466,male,CFRA Equity Research,"('WBA', '2018 q2')",0.0
42969,WMT,2018 q2,3010,0.6057643665755557,Joseph Agnese,0.7064386883023677,male,CFRA Equity Research,"('WMT', '2018 q2')",0.004197445964174611
42970,COST,2018 q2,3010,0.6494508161497488,Scott A. Mushkin,0.2581019659631269,male,Wolfe Research,"('COST', '2018 q2')",0.0
42971,WBA,2018 q2,3010,0.4988533195748139,Scott A. Mushkin,0.2029438625289199,male,Wolfe Research,"('WBA', '2018 q2')",0.0
42972,WMT,2018 q2,3010,0.6057643665755557,Scott A. Mushkin,0.1261741886925339,male,Wolfe Research,"('WMT', '2018 q2')",0.0
42973,COST,2018 q2,3010,0.6494508161497488,Mr. Joseph I. Feldman,0.2514826472270188,male,Telsey Advisory Group,"('COST', '2018 q2')",0.0
42974,KR,2018 q2,3010,0.4742877439463068,Mr. Joseph I. Feldman,0.2800452935418088,male,Telsey Advisory Group,"('KR', '2018 q2')",0.0
42975,COST,2018 q2,3010,0.6494508161497488,Karen Short,0.7741408841573635,female,Barclays,"('COST', '2018 q2')",0.0
42976,KR,2018 q2,3010,0.4742877439463068,Karen Short,0.2147845840562337,female,Barclays,"('KR', '2018 q2')",0.0
42977,SYY,2018 q2,3010,0.6976787199186667,Karen Short,0.5459210991786099,female,Barclays,"('SYY', '2018 q2')",0.0
42978,WMT,2018 q2,3010,0.6057643665755557,Karen Short,0.3962289513870819,female,Barclays,"('WMT', '2018 q2')",0.0
42979,COST,2018 q2,3010,0.6494508161497488,"John Brick, CFA",0.6578480648796697,male,"Morningstar, Inc.","('COST', '2018 q2')",0.0
42980,SYY,2018 q2,3010,0.6976787199186667,"John Brick, CFA",0.7071502583675308,male,"Morningstar, Inc.","('SYY', '2018 q2')",0.0
42981,COST,2018 q2,3010,0.6494508161497488,"Mr. Oliver Chen, CFA",0.5135870902009712,male,Cowen and Company,"('COST', '2018 q2')",0.0
42982,WMT,2018 q2,3010,0.6057643665755557,"Mr. Oliver Chen, CFA",0.5327430320576374,male,Cowen and Company,"('WMT', '2018 q2')",0.0
42983,COST,2018 q2,3010,0.6494508161497488,"Scot Ciccarelli, CFA",0.3240322565198389,male,RBC Capital Markets,"('COST', '2018 q2')",0.0
42984,WMT,2018 q2,3010,0.6057643665755557,"Scot Ciccarelli, CFA",0.2669716447478756,male,RBC Capital Markets,"('WMT', '2018 q2')",0.0
42985,COST,2018 q2,3010,0.6494508161497488,Bill Dreher,0.6063313531223714,male,Susquehanna Financial Group LLLP,"('COST', '2018 q2')",0.008333333767950535
42986,WMT,2018 q2,3010,0.6057643665755557,Bill Dreher,0.6059755977007638,male,Susquehanna Financial Group LLLP,"('WMT', '2018 q2')",0.0
42987,COST,2018 q2,3010,0.6494508161497488,Mr. John E. Heinbockel,0.2645069764157463,male,Guggenheim Securities LLC,"('COST', '2018 q2')",0.0
42988,KR,2018 q2,3010,0.4742877439463068,Mr. John E. Heinbockel,0.1696333450193611,male,Guggenheim Securities LLC,"('KR', '2018 q2')",0.0
42989,SYY,2018 q2,3010,0.6976787199186667,Mr. John E. Heinbockel,0.2712340513614064,male,Guggenheim Securities LLC,"('SYY', '2018 q2')",0.015107558108866215
42990,COST,2018 q2,3010,0.6494508161497488,Mike Baker,0.9393527042936642,male,Deutsche Bank,"('COST', '2018 q2')",0.0
42991,COST,2018 q2,3010,0.6494508161497488,"Brian W. Nagel, CFA",0.2202028337265817,male,"Oppenheimer & Co., Inc.","('COST', '2018 q2')",0.020567944273352623
42992,KR,2018 q2,3010,0.4742877439463068,"William Kirk, CFA",0.1720617236715076,male,RBC Capital Markets,"('KR', '2018 q2')",0.0
42993,SYY,2018 q2,3010,0.6976787199186667,"William Kirk, CFA",0.3924295956676512,male,RBC Capital Markets,"('SYY', '2018 q2')",0.0
42994,KR,2018 q2,3010,0.4742877439463068,Ms. Judah C. Frommer,0.3214043688310491,female,Credit Suisse,"('KR', '2018 q2')",0.0
42995,SYY,2018 q2,3010,0.6976787199186667,Ms. Judah C. Frommer,0.6221429669596998,female,Credit Suisse,"('SYY', '2018 q2')",0.0
42996,KR,2018 q2,3010,0.4742877439463068,Mr. Stewart P. McGuire,0.4602349124128306,male,Credit Suisse,"('KR', '2018 q2')",0.0
42997,KR,2018 q2,3010,0.4742877439463068,"Robert F. Ohmes, CFA",0.3100661153003629,male,BofA Global Research,"('KR', '2018 q2')",0.0
42998,WMT,2018 q2,3010,0.6057643665755557,"Robert F. Ohmes, CFA",0.2178495739080153,male,BofA Global Research,"('WMT', '2018 q2')",0.0
42999,KR,2018 q2,3010,0.4742877439463068,Mr. Ben Bienvenu,0.4002488220264215,male,Stephens Inc.,"('KR', '2018 q2')",0.01666666753590107
43000,WMT,2018 q2,3010,0.6057643665755557,Mr. Ben Bienvenu,0.5590972409175582,male,Stephens Inc.,"('WMT', '2018 q2')",0.0
43001,KR,2018 q2,3010,0.4742877439463068,Mr. Vincent J. Sinisi,0.3258662209769933,male,Morgan Stanley,"('KR', '2018 q2')",0.0
43002,KR,2018 q2,3010,0.4742877439463068,Mr. Ajay K. Jain,0.3724799648686182,male,Pivotal Research Group,"('KR', '2018 q2')",0.01666666753590107
43003,SYY,2018 q2,3010,0.6976787199186667,Mr. Ajay K. Jain,0.5186408022072865,male,Pivotal Research Group,"('SYY', '2018 q2')",0.01666666753590107
43004,KR,2018 q2,3010,0.4742877439463068,Mr. Rupesh Parikh,0.2642220604518394,male,"Oppenheimer & Co., Inc.","('KR', '2018 q2')",0.010262629948556423
43005,WMT,2018 q2,3010,0.6057643665755557,Mr. Rupesh Parikh,0.4515350128397955,male,"Oppenheimer & Co., Inc.","('WMT', '2018 q2')",0.011488995514810085
43006,SYY,2018 q2,3010,0.6976787199186667,Ms. Marisa Sullivan,0.3787538966951135,female,BofA Global Research,"('SYY', '2018 q2')",0.0
43007,SYY,2018 q2,3010,0.6976787199186667,Erin Lash,0.7050443944354039,female,"Morningstar, Inc.","('SYY', '2018 q2')",0.0
43008,WBA,2018 q2,3010,0.4988533195748139,"Mr. David M. Larsen, CFA",0.1501972517764835,male,SVB Leerink,"('WBA', '2018 q2')",0.021370084956288338
43009,WBA,2018 q2,3010,0.4988533195748139,Mr. Brian Tanquilut,0.3761804603902109,male,Jefferies,"('WBA', '2018 q2')",0.0
43010,WBA,2018 q2,3010,0.4988533195748139,Mr. Michael A. Cherny,0.340227897088008,male,BofA Global Research,"('WBA', '2018 q2')",0.0
43011,WBA,2018 q2,3010,0.4988533195748139,Mr. Vishnu Lekraj,0.5430443977687341,male,"Morningstar, Inc.","('WBA', '2018 q2')",0.0
43012,WBA,2018 q2,3010,0.4988533195748139,Peter H. Costa,0.3274435413725681,male,"Wells Fargo Securities, LLC","('WBA', '2018 q2')",0.0
43013,WBA,2018 q2,3010,0.4988533195748139,Mr. Ross Muken,0.3194325758107815,male,EVERCORE ISI,"('WBA', '2018 q2')",0.0
43014,WBA,2018 q2,3010,0.4988533195748139,"Patricia A. Baker, PHD",0.1513797057754304,female,Scotiabank GBM,"('WBA', '2018 q2')",0.0
43015,WBA,2018 q2,3010,0.4988533195748139,Mr. Charles Rhyee,0.703080344905226,male,Cowen and Company,"('WBA', '2018 q2')",0.0
43016,WBA,2018 q2,3010,0.4988533195748139,George Hill,0.2228719406582022,male,RBC Capital Markets,"('WBA', '2018 q2')",0.0
43017,WMT,2018 q2,3010,0.6057643665755557,Patrick McKeever,0.4475704672696894,male,MKM Partners,"('WMT', '2018 q2')",0.0
43018,WMT,2018 q2,3010,0.6057643665755557,"Charles E. Cerankosky, Jr",0.2427401521923952,male,Northcoast Research,"('WMT', '2018 q2')",0.0
43019,WMT,2018 q2,3010,0.6057643665755557,Mr. Seth I. Sigman,0.4510706881990549,male,Credit Suisse,"('WMT', '2018 q2')",0.0
43020,WMT,2018 q2,3010,0.6057643665755557,Ms. Shubhadha Mathad,0.409690864582264,female,Crispidea,"('WMT', '2018 q2')",0.0
43021,WMT,2018 q2,3010,0.6057643665755557,Mr. Robert S. Drbul,0.607100465678832,male,Guggenheim Securities LLC,"('WMT', '2018 q2')",0.0
43022,WMT,2018 q2,3010,0.6057643665755557,Analyst Desk TeleTrade,0.4627560707589597,Not a person,Teletrade-DJ International Consulting Ltd,"('WMT', '2018 q2')",0.0
43023,COST,2018 q3,3010,0.5863832392548132,Mr. John E. Heinbockel,0.2704519102456993,male,Guggenheim Securities LLC,"('COST', '2018 q3')",0.0
43024,KR,2018 q3,3010,0.5708643167400108,Mr. John E. Heinbockel,0.2845673248413559,male,Guggenheim Securities LLC,"('KR', '2018 q3')",0.0
43025,SYY,2018 q3,3010,0.6447884219595968,Mr. John E. Heinbockel,0.2471364921977961,male,Guggenheim Securities LLC,"('SYY', '2018 q3')",0.0
43026,COST,2018 q3,3010,0.5863832392548132,Mr. Joseph I. Feldman,0.2635231781467514,male,Telsey Advisory Group,"('COST', '2018 q3')",0.0
43027,COST,2018 q3,3010,0.5863832392548132,Zain Akbari,0.6820653589656958,male,"Morningstar, Inc.","('COST', '2018 q3')",0.0
43028,KR,2018 q3,3010,0.5708643167400108,Zain Akbari,0.8745541522549553,male,"Morningstar, Inc.","('KR', '2018 q3')",0.0
43029,WMT,2018 q3,3010,0.5701909469983187,Zain Akbari,0.6859846213211496,male,"Morningstar, Inc.","('WMT', '2018 q3')",0.0
43030,COST,2018 q3,3010,0.5863832392548132,Mike Baker,0.9225705237328368,male,Deutsche Bank,"('COST', '2018 q3')",0.008333333767950535
43031,COST,2018 q3,3010,0.5863832392548132,Joseph Agnese,0.6428125104870157,male,CFRA Equity Research,"('COST', '2018 q3')",0.0
43032,KR,2018 q3,3010,0.5708643167400108,Joseph Agnese,0.5432327897602639,male,CFRA Equity Research,"('KR', '2018 q3')",0.0
43033,SYY,2018 q3,3010,0.6447884219595968,Joseph Agnese,0.7200814122603761,male,CFRA Equity Research,"('SYY', '2018 q3')",0.0
43034,WBA,2018 q3,3010,0.6020266001066148,Joseph Agnese,0.5053421834619434,male,CFRA Equity Research,"('WBA', '2018 q3')",0.0
43035,WMT,2018 q3,3010,0.5701909469983187,Joseph Agnese,0.6311057381369782,male,CFRA Equity Research,"('WMT', '2018 q3')",0.0
43036,COST,2018 q3,3010,0.5863832392548132,"Charles E. Cerankosky, Jr",0.2479151393030035,male,Northcoast Research,"('COST', '2018 q3')",0.021901968866586685
43037,KR,2018 q3,3010,0.5708643167400108,"Charles E. Cerankosky, Jr",0.4041503500233162,male,Northcoast Research,"('KR', '2018 q3')",0.015946039929986
43038,WMT,2018 q3,3010,0.5701909469983187,"Charles E. Cerankosky, Jr",0.1786986399406245,male,Northcoast Research,"('WMT', '2018 q3')",0.0
43039,COST,2018 q3,3010,0.5863832392548132,"Mr. Oliver Chen, CFA",0.622510134452629,male,Cowen and Company,"('COST', '2018 q3')",0.0
43040,WMT,2018 q3,3010,0.5701909469983187,"Mr. Oliver Chen, CFA",0.2985678086692467,male,Cowen and Company,"('WMT', '2018 q3')",0.0
43041,COST,2018 q3,3010,0.5863832392548132,Mr. Rupesh Parikh,0.1885678711106283,male,"Oppenheimer & Co., Inc.","('COST', '2018 q3')",0.02541591040790081
43042,KR,2018 q3,3010,0.5708643167400108,Mr. Rupesh Parikh,0.2026758692606115,male,"Oppenheimer & Co., Inc.","('KR', '2018 q3')",0.03337626904249191
43043,WMT,2018 q3,3010,0.5701909469983187,Mr. Rupesh Parikh,0.2817470026524277,male,"Oppenheimer & Co., Inc.","('WMT', '2018 q3')",0.06940907426178455
43044,COST,2018 q3,3010,0.5863832392548132,Karen Short,0.3281526598225714,female,Barclays,"('COST', '2018 q3')",0.0
43045,KR,2018 q3,3010,0.5708643167400108,Karen Short,0.3091243128262442,female,Barclays,"('KR', '2018 q3')",0.0
43046,SYY,2018 q3,3010,0.6447884219595968,Karen Short,0.3985251896408082,female,Barclays,"('SYY', '2018 q3')",0.0
43047,COST,2018 q3,3010,0.5863832392548132,"Scot Ciccarelli, CFA",0.2366490595296014,male,RBC Capital Markets,"('COST', '2018 q3')",0.0
43048,WMT,2018 q3,3010,0.5701909469983187,"Scot Ciccarelli, CFA",0.2856081370107741,male,RBC Capital Markets,"('WMT', '2018 q3')",0.011111111690600714
43049,KR,2018 q3,3010,0.5708643167400108,"William Kirk, CFA",0.1754283604402032,male,RBC Capital Markets,"('KR', '2018 q3')",0.0
43050,SYY,2018 q3,3010,0.6447884219595968,"William Kirk, CFA",0.3184978073148617,male,RBC Capital Markets,"('SYY', '2018 q3')",0.0
43051,KR,2018 q3,3010,0.5708643167400108,Mr. Ben Bienvenu,0.3912440972418951,male,Stephens Inc.,"('KR', '2018 q3')",0.0
43052,WMT,2018 q3,3010,0.5701909469983187,Mr. Ben Bienvenu,0.4014795244692751,male,Stephens Inc.,"('WMT', '2018 q3')",0.0
43053,KR,2018 q3,3010,0.5708643167400108,Mr. Brian D. Callen,0.5251045822377084,male,BofA Global Research,"('KR', '2018 q3')",0.030231187120079994
43054,KR,2018 q3,3010,0.5708643167400108,Mr. Vincent J. Sinisi,0.3511015852969517,male,Morgan Stanley,"('KR', '2018 q3')",0.0
43055,KR,2018 q3,3010,0.5708643167400108,Ms. Catherine A. Seifert,0.5543486308747965,female,CFRA Equity Research,"('KR', '2018 q3')",0.0
43056,SYY,2018 q3,3010,0.6447884219595968,Matthew Miller,0.7199402453834323,male,CFRA Equity Research,"('SYY', '2018 q3')",0.0
43057,WBA,2018 q3,3010,0.6020266001066148,Matthew Miller,0.4992768397217608,male,CFRA Equity Research,"('WBA', '2018 q3')",0.0
43058,SYY,2018 q3,3010,0.6447884219595968,Ms. Marisa Sullivan,0.4280104450016401,female,BofA Global Research,"('SYY', '2018 q3')",0.0
43059,SYY,2018 q3,3010,0.6447884219595968,Mr. Ajay K. Jain,0.4480048109567662,male,Pivotal Research Group,"('SYY', '2018 q3')",0.03294013999402523
43060,WBA,2018 q3,3010,0.6020266001066148,Mr. Ajay K. Jain,0.3550626610850277,male,Pivotal Research Group,"('WBA', '2018 q3')",0.023225273936986923
43061,SYY,2018 q3,3010,0.6447884219595968,Ms. Judah C. Frommer,0.4287579838024464,female,Credit Suisse,"('SYY', '2018 q3')",0.0
43062,SYY,2018 q3,3010,0.6447884219595968,Erin Lash,0.851918114046175,female,"Morningstar, Inc.","('SYY', '2018 q3')",0.0
43063,WBA,2018 q3,3010,0.6020266001066148,Mr. Vishnu Lekraj,0.5659642314977748,male,"Morningstar, Inc.","('WBA', '2018 q3')",0.0
43064,WBA,2018 q3,3010,0.6020266001066148,Mr. Charles Rhyee,0.5292277643178392,male,Cowen and Company,"('WBA', '2018 q3')",0.0
43065,WBA,2018 q3,3010,0.6020266001066148,Mr. Ross Muken,0.5868040828052526,male,EVERCORE ISI,"('WBA', '2018 q3')",0.0
43066,WMT,2018 q3,3010,0.5701909469983187,"Robert F. Ohmes, CFA",0.2480426617062406,male,BofA Global Research,"('WMT', '2018 q3')",0.018988117575645447
43067,WMT,2018 q3,3010,0.5701909469983187,Scott A. Mushkin,0.2068309574026073,male,Wolfe Research,"('WMT', '2018 q3')",0.006888420786708593
43068,WMT,2018 q3,3010,0.5701909469983187,Mr. Robert S. Drbul,0.2641737544001173,male,Guggenheim Securities LLC,"('WMT', '2018 q3')",0.0
43069,WMT,2018 q3,3010,0.5701909469983187,SADIF Research,0.9708677894252504,Not a person,Sadif Analytics Prime,"('WMT', '2018 q3')",0.9539175629615784
43070,WMT,2018 q3,3010,0.5701909469983187,Patrick McKeever,0.2099150158711279,male,MKM Partners,"('WMT', '2018 q3')",0.0
43071,WMT,2018 q3,3010,0.5701909469983187,"Mr. Simeon Gutman, CFA",0.3190501853633048,male,Morgan Stanley,"('WMT', '2018 q3')",0.010118440724909306
43072,WMT,2018 q3,3010,0.5701909469983187,"Tuna N. Amobi, CFA",0.6323213242503696,male,CFRA Equity Research,"('WMT', '2018 q3')",0.0
43073,COST,2018 q4,3010,0.5430089561709894,"Charles E. Cerankosky, Jr",0.2359661233743117,male,Northcoast Research,"('COST', '2018 q4')",0.009298402505616346
43074,COST,2018 q4,3010,0.5430089561709894,Karen Short,0.392396292060078,female,Barclays,"('COST', '2018 q4')",0.0
43075,SYY,2018 q4,3010,0.5979609556964176,Karen Short,0.4132610040777267,female,Barclays,"('SYY', '2018 q4')",0.0
43076,WMT,2018 q4,3010,0.5647736021368472,Karen Short,0.5457677209678099,female,Barclays,"('WMT', '2018 q4')",0.0
43077,COST,2018 q4,3010,0.5430089561709894,"Scot Ciccarelli, CFA",0.1892717204412382,male,RBC Capital Markets,"('COST', '2018 q4')",0.0
43078,WMT,2018 q4,3010,0.5647736021368472,"Scot Ciccarelli, CFA",0.2329520606367844,male,RBC Capital Markets,"('WMT', '2018 q4')",0.0
43079,COST,2018 q4,3010,0.5430089561709894,Zain Akbari,0.7226067361110403,male,"Morningstar, Inc.","('COST', '2018 q4')",0.00402031047269702
43080,KR,2018 q4,3010,0.5053664689061692,Zain Akbari,0.7076075603285713,male,"Morningstar, Inc.","('KR', '2018 q4')",0.0
43081,WMT,2018 q4,3010,0.5647736021368472,Zain Akbari,0.6731243244451757,male,"Morningstar, Inc.","('WMT', '2018 q4')",0.0
43082,COST,2018 q4,3010,0.5430089561709894,Mr. John E. Heinbockel,0.4312628725631653,male,Guggenheim Securities LLC,"('COST', '2018 q4')",0.0
43083,SYY,2018 q4,3010,0.5979609556964176,Mr. John E. Heinbockel,0.2266488797242008,male,Guggenheim Securities LLC,"('SYY', '2018 q4')",0.0
43084,WBA,2018 q4,3010,0.5621978584142083,Mr. John E. Heinbockel,0.3014702431611009,male,Guggenheim Securities LLC,"('WBA', '2018 q4')",0.0
43085,COST,2018 q4,3010,0.5430089561709894,Mike Baker,0.8861130649995002,male,Deutsche Bank,"('COST', '2018 q4')",0.011111111690600714
43086,COST,2018 q4,3010,0.5430089561709894,Ms. Catherine A. Seifert,0.3777489719793139,female,CFRA Equity Research,"('COST', '2018 q4')",0.0
43087,KR,2018 q4,3010,0.5053664689061692,Ms. Catherine A. Seifert,0.6668219086177535,female,CFRA Equity Research,"('KR', '2018 q4')",0.0
43088,COST,2018 q4,3010,0.5430089561709894,Jeffrey Drotar,0.2277722269697677,male,Jefferies,"('COST', '2018 q4')",0.006537444889545441
43089,COST,2018 q4,3010,0.5430089561709894,Mr. Rupesh Parikh,0.2669249972692625,male,"Oppenheimer & Co., Inc.","('COST', '2018 q4')",0.04097715765237808
43090,KR,2018 q4,3010,0.5053664689061692,Mr. Rupesh Parikh,0.1791526315516142,male,"Oppenheimer & Co., Inc.","('KR', '2018 q4')",0.0
43091,WMT,2018 q4,3010,0.5647736021368472,Mr. Rupesh Parikh,0.3422708234943863,male,"Oppenheimer & Co., Inc.","('WMT', '2018 q4')",0.06450158357620239
43092,COST,2018 q4,3010,0.5430089561709894,Scott A. Mushkin,0.1563028972687538,male,Wolfe Research,"('COST', '2018 q4')",0.01723132748156786
43093,KR,2018 q4,3010,0.5053664689061692,Scott A. Mushkin,0.1295635741582717,male,Wolfe Research,"('KR', '2018 q4')",0.0
43094,WBA,2018 q4,3010,0.5621978584142083,Scott A. Mushkin,0.2418040513308749,male,Wolfe Research,"('WBA', '2018 q4')",0.0
43095,WMT,2018 q4,3010,0.5647736021368472,Scott A. Mushkin,0.2177091072085792,male,Wolfe Research,"('WMT', '2018 q4')",0.0
43096,COST,2018 q4,3010,0.5430089561709894,"Mr. Simeon Gutman, CFA",0.4188946160663561,male,Morgan Stanley,"('COST', '2018 q4')",0.0
43097,WMT,2018 q4,3010,0.5647736021368472,"Mr. Simeon Gutman, CFA",0.3419103905370761,male,Morgan Stanley,"('WMT', '2018 q4')",0.014378510415554047
43098,COST,2018 q4,3010,0.5430089561709894,Garrett Nelson,0.3434380335952794,male,CFRA Equity Research,"('COST', '2018 q4')",0.0
43099,WMT,2018 q4,3010,0.5647736021368472,Garrett Nelson,0.5756873577324096,male,CFRA Equity Research,"('WMT', '2018 q4')",0.0
43100,KR,2018 q4,3010,0.5053664689061692,Ms. Judah C. Frommer,0.1674208195823973,female,Credit Suisse,"('KR', '2018 q4')",0.0
43101,SYY,2018 q4,3010,0.5979609556964176,Ms. Judah C. Frommer,0.3577259074532209,female,Credit Suisse,"('SYY', '2018 q4')",0.0
43102,KR,2018 q4,3010,0.5053664689061692,Mr. Vincent J. Sinisi,0.2398707175250844,male,Morgan Stanley,"('KR', '2018 q4')",0.0
43103,SYY,2018 q4,3010,0.5979609556964176,Mr. Vincent J. Sinisi,0.3243871234292544,male,Morgan Stanley,"('SYY', '2018 q4')",0.0
43104,KR,2018 q4,3010,0.5053664689061692,Credit Suisse Global Product Marketing,0.6258920020644028,Not a person,Credit Suisse,"('KR', '2018 q4')",0.02160840481519699
43105,KR,2018 q4,3010,0.5053664689061692,Mr. Ben Bienvenu,0.3172245201817191,male,Stephens Inc.,"('KR', '2018 q4')",0.0
43106,WMT,2018 q4,3010,0.5647736021368472,Mr. Ben Bienvenu,0.2932627068345554,male,Stephens Inc.,"('WMT', '2018 q4')",0.0
43107,KR,2018 q4,3010,0.5053664689061692,"William Kirk, CFA",0.1614731593367425,male,RBC Capital Markets,"('KR', '2018 q4')",0.0
43108,SYY,2018 q4,3010,0.5979609556964176,"William Kirk, CFA",0.2281423106292476,male,RBC Capital Markets,"('SYY', '2018 q4')",0.0
43109,KR,2018 q4,3010,0.5053664689061692,Mr. Ajay K. Jain,0.2894665399015039,male,Pivotal Research Group,"('KR', '2018 q4')",0.0
43110,SYY,2018 q4,3010,0.5979609556964176,Mr. Ajay K. Jain,0.6063156864008408,male,Pivotal Research Group,"('SYY', '2018 q4')",0.03333333507180214
43111,WBA,2018 q4,3010,0.5621978584142083,Mr. Ajay K. Jain,0.2267887729309055,male,Pivotal Research Group,"('WBA', '2018 q4')",0.0
43112,KR,2018 q4,3010,0.5053664689061692,"Paul E. Trussell, CFA",0.1802170013386501,male,Deutsche Bank,"('KR', '2018 q4')",0.0
43113,WMT,2018 q4,3010,0.5647736021368472,"Paul E. Trussell, CFA",0.5947310151068367,male,Deutsche Bank,"('WMT', '2018 q4')",0.0
43114,KR,2018 q4,3010,0.5053664689061692,"Patricia A. Baker, PHD",0.6563880261605126,female,Scotiabank GBM,"('KR', '2018 q4')",0.0
43115,WBA,2018 q4,3010,0.5621978584142083,"Patricia A. Baker, PHD",0.1526450432764282,female,Scotiabank GBM,"('WBA', '2018 q4')",0.0
43116,KR,2018 q4,3010,0.5053664689061692,"Robert F. Ohmes, CFA",0.2467536525111245,male,BofA Global Research,"('KR', '2018 q4')",0.0
43117,WMT,2018 q4,3010,0.5647736021368472,"Robert F. Ohmes, CFA",0.2234421578019475,male,BofA Global Research,"('WMT', '2018 q4')",0.012472341768443584
43118,KR,2018 q4,3010,0.5053664689061692,Mr. Joseph I. Feldman,0.2723469961520009,male,Telsey Advisory Group,"('KR', '2018 q4')",0.0
43119,SYY,2018 q4,3010,0.5979609556964176,Ms. Marisa Sullivan,0.306513615340727,female,BofA Global Research,"('SYY', '2018 q4')",0.0
43120,SYY,2018 q4,3010,0.5979609556964176,Erin Lash,0.808932688503281,female,"Morningstar, Inc.","('SYY', '2018 q4')",0.0
43121,SYY,2018 q4,3010,0.5979609556964176,Matthew Miller,0.8777720612955918,male,CFRA Equity Research,"('SYY', '2018 q4')",0.0
43122,WBA,2018 q4,3010,0.5621978584142083,Matthew Miller,0.6453244407214406,male,CFRA Equity Research,"('WBA', '2018 q4')",0.0
43123,WBA,2018 q4,3010,0.5621978584142083,Mr. Michael A. Cherny,0.2554995235725041,male,BofA Global Research,"('WBA', '2018 q4')",0.0
43124,WBA,2018 q4,3010,0.5621978584142083,Mr. Charles Rhyee,0.5042606444604715,male,Cowen and Company,"('WBA', '2018 q4')",0.0
43125,WBA,2018 q4,3010,0.5621978584142083,Mr. Ross Muken,0.3833745878313387,male,EVERCORE ISI,"('WBA', '2018 q4')",0.01666666753590107
43126,WBA,2018 q4,3010,0.5621978584142083,George Hill,0.2710682430003207,male,RBC Capital Markets,"('WBA', '2018 q4')",0.011111111690600714
43127,WBA,2018 q4,3010,0.5621978584142083,"Ms. Karen Andersen, CFA",0.5486286141619411,female,"Morningstar, Inc.","('WBA', '2018 q4')",0.0
43128,WBA,2018 q4,3010,0.5621978584142083,Mr. Steve Valiquette,0.2727704460607434,male,Barclays,"('WBA', '2018 q4')",0.0
43129,WBA,2018 q4,3010,0.5621978584142083,Mr. Vishnu Lekraj,0.5819197179568355,male,"Morningstar, Inc.","('WBA', '2018 q4')",0.0
43130,WBA,2018 q4,3010,0.5621978584142083,David S. MacDonald,0.2790247563648383,male,SunTrust Robinson Humphrey Capital Markets,"('WBA', '2018 q4')",0.0
43131,WBA,2018 q4,3010,0.5621978584142083,Peter H. Costa,0.2996823628924803,male,"Wells Fargo Securities, LLC","('WBA', '2018 q4')",0.0
43132,WBA,2018 q4,3010,0.5621978584142083,Ms. Ricky R. Goldwasser,0.905685416493187,female,Morgan Stanley,"('WBA', '2018 q4')",0.0
43133,WMT,2018 q4,3010,0.5647736021368472,"Mr. Oliver Chen, CFA",0.210081675375704,male,Cowen and Company,"('WMT', '2018 q4')",0.0
43134,WMT,2018 q4,3010,0.5647736021368472,"Tuna N. Amobi, CFA",0.591830903131348,male,CFRA Equity Research,"('WMT', '2018 q4')",0.0
43135,WMT,2018 q4,3010,0.5647736021368472,Mr. Robert S. Drbul,0.4752733672079837,male,Guggenheim Securities LLC,"('WMT', '2018 q4')",0.0
43136,WMT,2018 q4,3010,0.5647736021368472,Patrick McKeever,0.2629586223072223,male,MKM Partners,"('WMT', '2018 q4')",0.04832824692130089
43137,COST,2019 q1,3010,0.6064707502149985,Mike Baker,0.8913469860021137,male,Deutsche Bank,"('COST', '2019 q1')",0.01666666753590107
43138,COST,2019 q1,3010,0.6064707502149985,Mr. Rupesh Parikh,0.2776494423273449,male,"Oppenheimer & Co., Inc.","('COST', '2019 q1')",0.0
43139,KR,2019 q1,3010,0.7011272126530985,Mr. Rupesh Parikh,0.4200025392342052,male,"Oppenheimer & Co., Inc.","('KR', '2019 q1')",0.0
43140,WMT,2019 q1,3010,0.6805067511778187,Mr. Rupesh Parikh,0.3466402408353741,male,"Oppenheimer & Co., Inc.","('WMT', '2019 q1')",0.0190875306725502
43141,COST,2019 q1,3010,0.6064707502149985,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('COST', '2019 q1')",0.9922358989715576
43142,KR,2019 q1,3010,0.7011272126530985,Mr. Thomas Kee,0.9855251337943904,male,Stock Traders Daily Research,"('KR', '2019 q1')",0.9791228771209717
43143,SYY,2019 q1,3010,0.7775993809712585,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('SYY', '2019 q1')",0.9931548833847046
43144,WBA,2019 q1,3010,0.7126566244558057,Mr. Thomas Kee,0.9797053187174404,male,Stock Traders Daily Research,"('WBA', '2019 q1')",0.9922765493392944
43145,WMT,2019 q1,3010,0.6805067511778187,Mr. Thomas Kee,1.0,male,Stock Traders Daily Research,"('WMT', '2019 q1')",0.9931864738464355
43146,COST,2019 q1,3010,0.6064707502149985,Garrett Nelson,0.3659978918238292,male,CFRA Equity Research,"('COST', '2019 q1')",0.0
43147,WMT,2019 q1,3010,0.6805067511778187,Garrett Nelson,0.691428681535448,male,CFRA Equity Research,"('WMT', '2019 q1')",0.0
43148,COST,2019 q1,3010,0.6064707502149985,"Scot Ciccarelli, CFA",0.2420777946919603,male,RBC Capital Markets,"('COST', '2019 q1')",0.0
43149,COST,2019 q1,3010,0.6064707502149985,Mr. John E. Heinbockel,0.2922256880395117,male,Guggenheim Securities LLC,"('COST', '2019 q1')",0.0
43150,KR,2019 q1,3010,0.7011272126530985,Mr. John E. Heinbockel,0.4296315997668043,male,Guggenheim Securities LLC,"('KR', '2019 q1')",0.0
43151,SYY,2019 q1,3010,0.7775993809712585,Mr. John E. Heinbockel,0.3730882199588351,male,Guggenheim Securities LLC,"('SYY', '2019 q1')",0.0
43152,COST,2019 q1,3010,0.6064707502149985,Zain Akbari,0.7379096772998496,male,"Morningstar, Inc.","('COST', '2019 q1')",0.0
43153,KR,2019 q1,3010,0.7011272126530985,Zain Akbari,0.8497420300473674,male,"Morningstar, Inc.","('KR', '2019 q1')",0.01666666753590107
43154,WMT,2019 q1,3010,0.6805067511778187,Zain Akbari,0.7667141073372307,male,"Morningstar, Inc.","('WMT', '2019 q1')",0.0
43155,COST,2019 q1,3010,0.6064707502149985,Jeffrey Drotar,0.237750859057652,male,Jefferies,"('COST', '2019 q1')",0.0
43156,COST,2019 q1,3010,0.6064707502149985,Scott A. Mushkin,0.2955909358727072,male,Wolfe Research,"('COST', '2019 q1')",0.023690223693847656
43157,WMT,2019 q1,3010,0.6805067511778187,Scott A. Mushkin,0.2848169341091378,male,Wolfe Research,"('WMT', '2019 q1')",0.0
43158,COST,2019 q1,3010,0.6064707502149985,"Mr. Oliver Chen, CFA",0.3027543217212641,male,Cowen and Company,"('COST', '2019 q1')",0.0
43159,COST,2019 q1,3010,0.6064707502149985,"Robert F. Ohmes, CFA",0.310989129707818,male,BofA Global Research,"('COST', '2019 q1')",0.0
43160,WMT,2019 q1,3010,0.6805067511778187,"Robert F. Ohmes, CFA",0.2002922872175213,male,BofA Global Research,"('WMT', '2019 q1')",0.0
43161,KR,2019 q1,3010,0.7011272126530985,Karen Short,0.5292385355747301,female,Barclays,"('KR', '2019 q1')",0.0
43162,SYY,2019 q1,3010,0.7775993809712585,Karen Short,0.5739710594856152,female,Barclays,"('SYY', '2019 q1')",0.0
43163,WMT,2019 q1,3010,0.6805067511778187,Karen Short,0.514200207952439,female,Barclays,"('WMT', '2019 q1')",0.0
43164,KR,2019 q1,3010,0.7011272126530985,Ms. Judah C. Frommer,0.3922659768577706,female,Credit Suisse,"('KR', '2019 q1')",0.012416213750839233
43165,SYY,2019 q1,3010,0.7775993809712585,Ms. Judah C. Frommer,0.4465703233728017,female,Credit Suisse,"('SYY', '2019 q1')",0.0
43166,KR,2019 q1,3010,0.7011272126530985,Ms. Catherine A. Seifert,0.600102345709005,female,CFRA Equity Research,"('KR', '2019 q1')",0.0
43167,KR,2019 q1,3010,0.7011272126530985,Arun Sundaram,0.5109684358295778,male,CFRA Equity Research,"('KR', '2019 q1')",0.0
43168,SYY,2019 q1,3010,0.7775993809712585,Arun Sundaram,0.6815198392005897,male,CFRA Equity Research,"('SYY', '2019 q1')",0.0
43169,WBA,2019 q1,3010,0.7126566244558057,Arun Sundaram,0.5505196871363496,male,CFRA Equity Research,"('WBA', '2019 q1')",0.0
43170,KR,2019 q1,3010,0.7011272126530985,Mr. Ajay K. Jain,0.3966853786244386,male,Pivotal Research Group,"('KR', '2019 q1')",0.022723397240042686
43171,SYY,2019 q1,3010,0.7775993809712585,Mr. Ajay K. Jain,0.4405479569687796,male,Pivotal Research Group,"('SYY', '2019 q1')",0.013145091943442822
43172,SYY,2019 q1,3010,0.7775993809712585,Erin Lash,0.8616564607503696,female,"Morningstar, Inc.","('SYY', '2019 q1')",0.0
43173,SYY,2019 q1,3010,0.7775993809712585,Ms. Marisa Sullivan,0.4318926874644664,female,BofA Global Research,"('SYY', '2019 q1')",0.0
43174,SYY,2019 q1,3010,0.7775993809712585,Mr. Vincent J. Sinisi,0.5003445020078315,male,Morgan Stanley,"('SYY', '2019 q1')",0.0
43175,SYY,2019 q1,3010,0.7775993809712585,Matthew Miller,0.718659837968348,male,CFRA Equity Research,"('SYY', '2019 q1')",0.0
43176,WBA,2019 q1,3010,0.7126566244558057,Matthew Miller,0.5318738706171102,male,CFRA Equity Research,"('WBA', '2019 q1')",0.0
43177,SYY,2019 q1,3010,0.7775993809712585,SADIF Research,0.9897127243601932,Not a person,Sadif Analytics Prime,"('SYY', '2019 q1')",0.9531427621841431
43178,WBA,2019 q1,3010,0.7126566244558057,Ms. Ricky R. Goldwasser,0.4862605322477046,female,Morgan Stanley,"('WBA', '2019 q1')",0.0
43179,WBA,2019 q1,3010,0.7126566244558057,Peter H. Costa,0.4276571869372114,male,"Wells Fargo Securities, LLC","('WBA', '2019 q1')",0.0
43180,WBA,2019 q1,3010,0.7126566244558057,George Hill,0.5901159777953492,male,RBC Capital Markets,"('WBA', '2019 q1')",0.03333333507180214
43181,WBA,2019 q1,3010,0.7126566244558057,Mr. Charles Rhyee,0.508122336007355,male,Cowen and Company,"('WBA', '2019 q1')",0.0
43182,WBA,2019 q1,3010,0.7126566244558057,"Ms. Karen Andersen, CFA",0.6489068723638418,female,"Morningstar, Inc.","('WBA', '2019 q1')",0.0
43183,WBA,2019 q1,3010,0.7126566244558057,Mr. Michael A. Cherny,0.4946790761541849,male,BofA Global Research,"('WBA', '2019 q1')",0.0
43184,WBA,2019 q1,3010,0.7126566244558057,Mr. Ross Muken,0.5184004681865206,male,EVERCORE ISI,"('WBA', '2019 q1')",0.0261672455817461
43185,WMT,2019 q1,3010,0.6805067511778187,Mr. Robert S. Drbul,0.4717705961005307,male,Guggenheim Securities LLC,"('WMT', '2019 q1')",0.0
43186,WMT,2019 q1,3010,0.6805067511778187,"Mr. Simeon Gutman, CFA",0.4011947785721328,male,Morgan Stanley,"('WMT', '2019 q1')",0.0
43187,WMT,2019 q1,3010,0.6805067511778187,"Paul E. Trussell, CFA",0.73278975547491,male,Deutsche Bank,"('WMT', '2019 q1')",0.010861346498131752
43188,WMT,2019 q1,3010,0.6805067511778187,Mr. Ben Bienvenu,0.3908419776370755,male,Stephens Inc.,"('WMT', '2019 q1')",0.0
43189,COST,2019 q2,3010,0.558842218304806,Zain Akbari,0.6396911961755478,male,"Morningstar, Inc.","('COST', '2019 q2')",0.008333333767950535
43190,KR,2019 q2,3010,0.4812314825712056,Zain Akbari,0.6047889118870415,male,"Morningstar, Inc.","('KR', '2019 q2')",0.0
43191,WMT,2019 q2,3010,0.6490993344205047,Zain Akbari,0.6061193554908989,male,"Morningstar, Inc.","('WMT', '2019 q2')",0.0
43192,COST,2019 q2,3010,0.558842218304806,Mike Baker,0.9169873255798776,male,Deutsche Bank,"('COST', '2019 q2')",0.0
43193,COST,2019 q2,3010,0.558842218304806,"Robert F. Ohmes, CFA",0.2504849468946023,male,BofA Global Research,"('COST', '2019 q2')",0.0
43194,COST,2019 q2,3010,0.558842218304806,Mr. Rupesh Parikh,0.1597721169024847,male,"Oppenheimer & Co., Inc.","('COST', '2019 q2')",0.012506363292535147
43195,KR,2019 q2,3010,0.4812314825712056,Mr. Rupesh Parikh,0.2358990913741523,male,"Oppenheimer & Co., Inc.","('KR', '2019 q2')",0.0
43196,COST,2019 q2,3010,0.558842218304806,Jeffrey Drotar,0.2316392405996133,male,Jefferies,"('COST', '2019 q2')",0.0
43197,COST,2019 q2,3010,0.558842218304806,Mr. John E. Heinbockel,0.2755591146504628,male,Guggenheim Securities LLC,"('COST', '2019 q2')",0.0
43198,SYY,2019 q2,3010,0.6540707577344889,Mr. John E. Heinbockel,0.2689457874008888,male,Guggenheim Securities LLC,"('SYY', '2019 q2')",0.008515537406007448
43199,COST,2019 q2,3010,0.558842218304806,Mr. Joseph I. Feldman,0.4501557111872175,male,Telsey Advisory Group,"('COST', '2019 q2')",0.0
43200,COST,2019 q2,3010,0.558842218304806,Garrett Nelson,0.3779167039424708,male,CFRA Equity Research,"('COST', '2019 q2')",0.0
43201,WMT,2019 q2,3010,0.6490993344205047,Garrett Nelson,0.6218501685874797,male,CFRA Equity Research,"('WMT', '2019 q2')",0.0
43202,COST,2019 q2,3010,0.558842218304806,"Scot Ciccarelli, CFA",0.2464935097155753,male,RBC Capital Markets,"('COST', '2019 q2')",0.0
43203,WMT,2019 q2,3010,0.6490993344205047,"Scot Ciccarelli, CFA",0.2200894918069209,male,RBC Capital Markets,"('WMT', '2019 q2')",0.0
43204,COST,2019 q2,3010,0.558842218304806,"Charles E. Cerankosky, Jr",0.2456199679512635,male,Northcoast Research,"('COST', '2019 q2')",0.0
43205,KR,2019 q2,3010,0.4812314825712056,"Charles E. Cerankosky, Jr",0.2152825412311056,male,Northcoast Research,"('KR', '2019 q2')",0.0
43206,COST,2019 q2,3010,0.558842218304806,"Mr. Simeon Gutman, CFA",0.3957173240145062,male,Morgan Stanley,"('COST', '2019 q2')",0.0
43207,KR,2019 q2,3010,0.4812314825712056,"Mr. Simeon Gutman, CFA",0.240659110807205,male,Morgan Stanley,"('KR', '2019 q2')",0.0
43208,WMT,2019 q2,3010,0.6490993344205047,"Mr. Simeon Gutman, CFA",0.3718035019924901,male,Morgan Stanley,"('WMT', '2019 q2')",0.0
43209,COST,2019 q2,3010,0.558842218304806,Karen Short,0.6272524122825671,female,Barclays,"('COST', '2019 q2')",0.0
43210,SYY,2019 q2,3010,0.6540707577344889,Karen Short,0.5400200260307697,female,Barclays,"('SYY', '2019 q2')",0.0
43211,KR,2019 q2,3010,0.4812314825712056,Scott A. Mushkin,0.2265548252452024,male,Wolfe Research,"('KR', '2019 q2')",0.0
43212,WMT,2019 q2,3010,0.6490993344205047,Scott A. Mushkin,0.2598125280539815,male,Wolfe Research,"('WMT', '2019 q2')",0.0
43213,KR,2019 q2,3010,0.4812314825712056,Arun Sundaram,0.5052859250274637,male,CFRA Equity Research,"('KR', '2019 q2')",0.0
43214,SYY,2019 q2,3010,0.6540707577344889,Arun Sundaram,0.8353497909831671,male,CFRA Equity Research,"('SYY', '2019 q2')",0.0
43215,WBA,2019 q2,3010,0.6775977282610188,Arun Sundaram,0.691373650992805,male,CFRA Equity Research,"('WBA', '2019 q2')",0.0
43216,KR,2019 q2,3010,0.4812314825712056,Ms. Judah C. Frommer,0.231508105137284,female,Credit Suisse,"('KR', '2019 q2')",0.0
43217,SYY,2019 q2,3010,0.6540707577344889,Ms. Judah C. Frommer,0.3775793094781188,female,Credit Suisse,"('SYY', '2019 q2')",0.0
43218,KR,2019 q2,3010,0.4812314825712056,Mr. Ajay K. Jain,0.6617720297115247,male,Pivotal Research Group,"('KR', '2019 q2')",0.03333333507180214
43219,SYY,2019 q2,3010,0.6540707577344889,Mr. Ajay K. Jain,0.4610810730429172,male,Pivotal Research Group,"('SYY', '2019 q2')",0.0
43220,WBA,2019 q2,3010,0.6775977282610188,Mr. Ajay K. Jain,0.2574862785335875,male,Pivotal Research Group,"('WBA', '2019 q2')",0.03025248646736145
43221,SYY,2019 q2,3010,0.6540707577344889,Ms. Marisa Sullivan,0.330877681055704,female,BofA Global Research,"('SYY', '2019 q2')",0.0
43222,SYY,2019 q2,3010,0.6540707577344889,Erin Lash,0.7497491116878151,female,"Morningstar, Inc.","('SYY', '2019 q2')",0.0
43223,SYY,2019 q2,3010,0.6540707577344889,Ms. Rebecca S. Scheuneman,0.7431559080005542,female,"Morningstar, Inc.","('SYY', '2019 q2')",0.0
43224,SYY,2019 q2,3010,0.6540707577344889,Mr. Vincent J. Sinisi,0.3412134454059813,male,Morgan Stanley,"('SYY', '2019 q2')",0.0
43225,WBA,2019 q2,3010,0.6775977282610188,Mr. Michael A. Cherny,0.2582506957858829,male,BofA Global Research,"('WBA', '2019 q2')",0.011111111690600714
43226,WBA,2019 q2,3010,0.6775977282610188,Mr. Ross Muken,0.7600248067103662,male,EVERCORE ISI,"('WBA', '2019 q2')",0.008333333767950535
43227,WBA,2019 q2,3010,0.6775977282610188,Ms. Soo Romanoff,0.5855909765716745,female,"Morningstar, Inc.","('WBA', '2019 q2')",0.009529861388728023
43228,WBA,2019 q2,3010,0.6775977282610188,"Mr. David M. Larsen, CFA",0.1987680378283748,male,SVB Leerink,"('WBA', '2019 q2')",0.0
43229,WBA,2019 q2,3010,0.6775977282610188,Peter H. Costa,0.382855501389391,male,"Wells Fargo Securities, LLC","('WBA', '2019 q2')",0.011111111690600714
43230,WBA,2019 q2,3010,0.6775977282610188,Mr. Steve Valiquette,0.2911676426353582,male,Barclays,"('WBA', '2019 q2')",0.0
43231,WBA,2019 q2,3010,0.6775977282610188,SADIF Research,0.9673744798969374,Not a person,Sadif Analytics Prime,"('WBA', '2019 q2')",0.9464588761329651
43232,WMT,2019 q2,3010,0.6490993344205047,SADIF Research,0.9825037436434956,Not a person,Sadif Analytics Prime,"('WMT', '2019 q2')",0.9540813565254211
43233,WBA,2019 q2,3010,0.6775977282610188,Mr. Brian Tanquilut,0.3508072531529805,male,Jefferies,"('WBA', '2019 q2')",0.0
43234,WBA,2019 q2,3010,0.6775977282610188,David S. MacDonald,0.2560266372944642,male,SunTrust Robinson Humphrey Capital Markets,"('WBA', '2019 q2')",0.0
43235,WBA,2019 q2,3010,0.6775977282610188,Justin Lake,0.285372359726274,male,Wolfe Research,"('WBA', '2019 q2')",0.0
43236,WBA,2019 q2,3010,0.6775977282610188,Mr. Charles Rhyee,0.6872442068128708,male,Cowen and Company,"('WBA', '2019 q2')",0.0
43237,WBA,2019 q2,3010,0.6775977282610188,Ms. Erin E. Wright,0.7172171758177845,female,Credit Suisse,"('WBA', '2019 q2')",0.022199133411049843
43238,WBA,2019 q2,3010,0.6775977282610188,"Ms. Karen Andersen, CFA",0.8116269775831544,female,"Morningstar, Inc.","('WBA', '2019 q2')",0.0
43239,WMT,2019 q2,3010,0.6490993344205047,"Paul E. Trussell, CFA",0.7857827584762467,male,Deutsche Bank,"('WMT', '2019 q2')",0.0
43240,WMT,2019 q2,3010,0.6490993344205047,Mr. Seth I. Sigman,0.353955009255878,male,Credit Suisse,"('WMT', '2019 q2')",0.0
43241,WMT,2019 q2,3010,0.6490993344205047,Greg Melich,0.2299827383376314,male,EVERCORE ISI,"('WMT', '2019 q2')",0.0
43242,WMT,2019 q2,3010,0.6490993344205047,Mr. Ben Bienvenu,0.3989025423564979,male,Stephens Inc.,"('WMT', '2019 q2')",0.0
43243,WMT,2019 q2,3010,0.6490993344205047,Mr. Robert S. Drbul,0.6106134279906322,male,Guggenheim Securities LLC,"('WMT', '2019 q2')",0.0
43244,COST,2019 q3,3010,0.460732036319871,Mr. Rupesh Parikh,0.2064691789967166,male,"Oppenheimer & Co., Inc.","('COST', '2019 q3')",0.0
43245,KR,2019 q3,3010,0.4691694380631632,Mr. Rupesh Parikh,0.2476330595854701,male,"Oppenheimer & Co., Inc.","('KR', '2019 q3')",0.0
43246,WMT,2019 q3,3010,0.6226950514886567,Mr. Rupesh Parikh,0.3045860418164886,male,"Oppenheimer & Co., Inc.","('WMT', '2019 q3')",0.0
43247,COST,2019 q3,3010,0.460732036319871,"Paul E. Trussell, CFA",0.451727893868283,male,Deutsche Bank,"('COST', '2019 q3')",0.01961015723645687
43248,KR,2019 q3,3010,0.4691694380631632,"Paul E. Trussell, CFA",0.2858827215512502,male,Deutsche Bank,"('KR', '2019 q3')",0.0
43249,WMT,2019 q3,3010,0.6226950514886567,"Paul E. Trussell, CFA",0.8510277028412415,male,Deutsche Bank,"('WMT', '2019 q3')",0.0
43250,COST,2019 q3,3010,0.460732036319871,Mr. John E. Heinbockel,0.3237177880620022,male,Guggenheim Securities LLC,"('COST', '2019 q3')",0.0
43251,SYY,2019 q3,3010,0.6868953182902436,Mr. John E. Heinbockel,0.3418237383881333,male,Guggenheim Securities LLC,"('SYY', '2019 q3')",0.0
43252,COST,2019 q3,3010,0.460732036319871,"Scot Ciccarelli, CFA",0.2459579621793574,male,RBC Capital Markets,"('COST', '2019 q3')",0.0
43253,WMT,2019 q3,3010,0.6226950514886567,"Scot Ciccarelli, CFA",0.1951336849519532,male,RBC Capital Markets,"('WMT', '2019 q3')",0.0
43254,COST,2019 q3,3010,0.460732036319871,Zain Akbari,0.5053073436353727,male,"Morningstar, Inc.","('COST', '2019 q3')",0.0
43255,KR,2019 q3,3010,0.4691694380631632,Zain Akbari,0.5917109765658746,male,"Morningstar, Inc.","('KR', '2019 q3')",0.0
43256,WMT,2019 q3,3010,0.6226950514886567,Zain Akbari,0.8815607893526493,male,"Morningstar, Inc.","('WMT', '2019 q3')",0.01666666753590107
43257,COST,2019 q3,3010,0.460732036319871,"Charles E. Cerankosky, Jr",0.281115157139742,male,Northcoast Research,"('COST', '2019 q3')",0.0
43258,COST,2019 q3,3010,0.460732036319871,"Mr. Oliver Chen, CFA",0.6866270408165122,male,Cowen and Company,"('COST', '2019 q3')",0.0
43259,COST,2019 q3,3010,0.460732036319871,Karen Short,0.1459916938033803,female,Barclays,"('COST', '2019 q3')",0.012828594073653221
43260,KR,2019 q3,3010,0.4691694380631632,Karen Short,0.2453500867614436,female,Barclays,"('KR', '2019 q3')",0.0
43261,WMT,2019 q3,3010,0.6226950514886567,Karen Short,0.4771132929022316,female,Barclays,"('WMT', '2019 q3')",0.011560115963220596
43262,COST,2019 q3,3010,0.460732036319871,Garrett Nelson,0.2990006238341756,male,CFRA Equity Research,"('COST', '2019 q3')",0.0
43263,WMT,2019 q3,3010,0.6226950514886567,Garrett Nelson,0.6445378351729812,male,CFRA Equity Research,"('WMT', '2019 q3')",0.0
43264,COST,2019 q3,3010,0.460732036319871,Mr. Joseph I. Feldman,0.1580518798353033,male,Telsey Advisory Group,"('COST', '2019 q3')",0.0
43265,KR,2019 q3,3010,0.4691694380631632,Mr. Joseph I. Feldman,0.1978033301496021,male,Telsey Advisory Group,"('KR', '2019 q3')",0.03171446546912193
43266,WMT,2019 q3,3010,0.6226950514886567,Mr. Joseph I. Feldman,0.2330326637788283,male,Telsey Advisory Group,"('WMT', '2019 q3')",0.0
43267,KR,2019 q3,3010,0.4691694380631632,"Mr. Michael D. Montani, CFA",0.2255393781050576,male,EVERCORE ISI,"('KR', '2019 q3')",0.0
43268,KR,2019 q3,3010,0.4691694380631632,Mr. Ben Bienvenu,0.2612252158826426,male,Stephens Inc.,"('KR', '2019 q3')",0.0
43269,WMT,2019 q3,3010,0.6226950514886567,Mr. Ben Bienvenu,0.3261376855858241,male,Stephens Inc.,"('WMT', '2019 q3')",0.0
43270,KR,2019 q3,3010,0.4691694380631632,Mr. Ajay K. Jain,0.6536401382598145,male,Pivotal Research Group,"('KR', '2019 q3')",0.03333333507180214
43271,SYY,2019 q3,3010,0.6868953182902436,Mr. Ajay K. Jain,0.617659917476496,male,Pivotal Research Group,"('SYY', '2019 q3')",0.03333333507180214
43272,KR,2019 q3,3010,0.4691694380631632,Arun Sundaram,0.480258671236954,male,CFRA Equity Research,"('KR', '2019 q3')",0.0
43273,SYY,2019 q3,3010,0.6868953182902436,Arun Sundaram,0.8124789215456991,male,CFRA Equity Research,"('SYY', '2019 q3')",0.0
43274,WBA,2019 q3,3010,0.9842330553998636,Arun Sundaram,0.9842330553998636,male,CFRA Equity Research,"('WBA', '2019 q3')",0.0
43275,KR,2019 q3,3010,0.4691694380631632,Ms. Judah C. Frommer,0.1889921808219362,female,Credit Suisse,"('KR', '2019 q3')",0.0
43276,SYY,2019 q3,3010,0.6868953182902436,Ms. Judah C. Frommer,0.4920839419022351,female,Credit Suisse,"('SYY', '2019 q3')",0.0
43277,SYY,2019 q3,3010,0.6868953182902436,Ms. Rebecca S. Scheuneman,0.878728791437475,female,"Morningstar, Inc.","('SYY', '2019 q3')",0.0
43278,SYY,2019 q3,3010,0.6868953182902436,Ms. Marisa Sullivan,0.5053131394045884,female,BofA Global Research,"('SYY', '2019 q3')",0.0
43279,SYY,2019 q3,3010,0.6868953182902436,Jeffrey A. A. Bernstein,0.4100095670145617,male,Barclays,"('SYY', '2019 q3')",0.0
43280,WBA,2019 q3,3010,0.9842330553998636,SADIF Research,0.9842330553998636,Not a person,Sadif Analytics Prime,"('WBA', '2019 q3')",0.9470635056495667
43281,WMT,2019 q3,3010,0.6226950514886567,Mr. Seth I. Sigman,0.4356912577124366,male,Credit Suisse,"('WMT', '2019 q3')",0.0
43282,WMT,2019 q3,3010,0.6226950514886567,"Mr. Simeon Gutman, CFA",0.7516925770308818,male,Morgan Stanley,"('WMT', '2019 q3')",0.0
43283,WMT,2019 q3,3010,0.6226950514886567,Mr. Robert S. Drbul,0.522985486104892,male,Guggenheim Securities LLC,"('WMT', '2019 q3')",0.0
43284,WMT,2019 q3,3010,0.6226950514886567,Greg Melich,0.3158994839554886,male,EVERCORE ISI,"('WMT', '2019 q3')",0.0
43285,WMT,2019 q3,3010,0.6226950514886567,"Robert F. Ohmes, CFA",0.1259998010180831,male,BofA Global Research,"('WMT', '2019 q3')",0.0
43286,WMT,2019 q3,3010,0.6226950514886567,Scott A. Mushkin,0.2340658697487696,male,Wolfe Research,"('WMT', '2019 q3')",0.0
43287,COST,2019 q4,3010,0.5371802188311584,Greg Melich,0.3228124249565205,male,EVERCORE ISI,"('COST', '2019 q4')",0.0
43288,WMT,2019 q4,3010,0.5442509073843906,Greg Melich,0.2661099161133534,male,EVERCORE ISI,"('WMT', '2019 q4')",0.0
43289,COST,2019 q4,3010,0.5371802188311584,Garrett Nelson,0.5048048376725115,male,CFRA Equity Research,"('COST', '2019 q4')",0.0
43290,WMT,2019 q4,3010,0.5442509073843906,Garrett Nelson,0.6123362832452254,male,CFRA Equity Research,"('WMT', '2019 q4')",0.0
43291,COST,2019 q4,3010,0.5371802188311584,"Robert F. Ohmes, CFA",0.235404000248972,male,BofA Global Research,"('COST', '2019 q4')",0.0
43292,WMT,2019 q4,3010,0.5442509073843906,"Robert F. Ohmes, CFA",0.1193198143521312,male,BofA Global Research,"('WMT', '2019 q4')",0.0
43293,COST,2019 q4,3010,0.5371802188311584,"Charles E. Cerankosky, Jr",0.2334443519815813,male,Northcoast Research,"('COST', '2019 q4')",0.006017482839524746
43294,COST,2019 q4,3010,0.5371802188311584,Mr. John E. Heinbockel,0.2705420766507891,male,Guggenheim Securities LLC,"('COST', '2019 q4')",0.0
43295,SYY,2019 q4,3010,0.6955977404922522,Mr. John E. Heinbockel,0.4956210499607303,male,Guggenheim Securities LLC,"('SYY', '2019 q4')",0.0
43296,COST,2019 q4,3010,0.5371802188311584,Zain Akbari,0.7957656966618958,male,"Morningstar, Inc.","('COST', '2019 q4')",0.022222223381201427
43297,KR,2019 q4,3010,0.4405670000154013,Zain Akbari,0.5674936513219646,male,"Morningstar, Inc.","('KR', '2019 q4')",0.0
43298,WMT,2019 q4,3010,0.5442509073843906,Zain Akbari,0.6050132181227108,male,"Morningstar, Inc.","('WMT', '2019 q4')",0.01666666753590107
43299,COST,2019 q4,3010,0.5371802188311584,"Paul E. Trussell, CFA",0.9317318300907044,male,Deutsche Bank,"('COST', '2019 q4')",0.0
43300,KR,2019 q4,3010,0.4405670000154013,"Paul E. Trussell, CFA",0.8271034478414881,male,Deutsche Bank,"('KR', '2019 q4')",0.0
43301,WMT,2019 q4,3010,0.5442509073843906,"Paul E. Trussell, CFA",0.8140726598614851,male,Deutsche Bank,"('WMT', '2019 q4')",0.0
43302,COST,2019 q4,3010,0.5371802188311584,"Scot Ciccarelli, CFA",0.1704812635541759,male,RBC Capital Markets,"('COST', '2019 q4')",0.0
43303,WMT,2019 q4,3010,0.5442509073843906,"Scot Ciccarelli, CFA",0.1372000342744283,male,RBC Capital Markets,"('WMT', '2019 q4')",0.0
43304,COST,2019 q4,3010,0.5371802188311584,"Mr. Simeon Gutman, CFA",0.5397036926888743,male,Morgan Stanley,"('COST', '2019 q4')",0.00721326470375061
43305,KR,2019 q4,3010,0.4405670000154013,"Mr. Simeon Gutman, CFA",0.4078615757877029,male,Morgan Stanley,"('KR', '2019 q4')",0.0
43306,WMT,2019 q4,3010,0.5442509073843906,"Mr. Simeon Gutman, CFA",0.5402399383296516,male,Morgan Stanley,"('WMT', '2019 q4')",0.0
43307,COST,2019 q4,3010,0.5371802188311584,Karen Short,0.4054028921542051,female,Barclays,"('COST', '2019 q4')",0.0
43308,KR,2019 q4,3010,0.4405670000154013,Karen Short,0.1443414120793962,female,Barclays,"('KR', '2019 q4')",0.0
43309,WMT,2019 q4,3010,0.5442509073843906,Karen Short,0.2065190465884902,female,Barclays,"('WMT', '2019 q4')",0.0
43310,COST,2019 q4,3010,0.5371802188311584,Edward J. Kelly,0.2536307949586921,male,"Wells Fargo Securities, LLC","('COST', '2019 q4')",0.04390275105834007
43311,KR,2019 q4,3010,0.4405670000154013,Edward J. Kelly,0.2003964923112376,male,"Wells Fargo Securities, LLC","('KR', '2019 q4')",0.0
43312,COST,2019 q4,3010,0.5371802188311584,Jeffrey Drotar,0.1511895031537384,male,Jefferies,"('COST', '2019 q4')",0.005100329406559467
43313,KR,2019 q4,3010,0.4405670000154013,Jeffrey Drotar,0.1712070867504125,male,Jefferies,"('KR', '2019 q4')",0.0
43314,COST,2019 q4,3010,0.5371802188311584,Mr. Joseph I. Feldman,0.2055079791972174,male,Telsey Advisory Group,"('COST', '2019 q4')",0.0
43315,KR,2019 q4,3010,0.4405670000154013,Mr. Joseph I. Feldman,0.1399063469270384,male,Telsey Advisory Group,"('KR', '2019 q4')",0.0
43316,WMT,2019 q4,3010,0.5442509073843906,Mr. Joseph I. Feldman,0.2118480822759544,male,Telsey Advisory Group,"('WMT', '2019 q4')",0.0
43317,COST,2019 q4,3010,0.5371802188311584,Mr. Rupesh Parikh,0.1856148921465015,male,"Oppenheimer & Co., Inc.","('COST', '2019 q4')",0.038301266729831696
43318,KR,2019 q4,3010,0.4405670000154013,Mr. Rupesh Parikh,0.1738611904485923,male,"Oppenheimer & Co., Inc.","('KR', '2019 q4')",0.0
43319,WMT,2019 q4,3010,0.5442509073843906,Mr. Rupesh Parikh,0.1827615967133584,male,"Oppenheimer & Co., Inc.","('WMT', '2019 q4')",0.06343196704983711
43320,KR,2019 q4,3010,0.4405670000154013,Ms. Judah C. Frommer,0.2561072804695955,female,Credit Suisse,"('KR', '2019 q4')",0.0
43321,SYY,2019 q4,3010,0.6955977404922522,Ms. Judah C. Frommer,0.527396425033986,female,Credit Suisse,"('SYY', '2019 q4')",0.005156555213034153
43322,KR,2019 q4,3010,0.4405670000154013,"Mr. Michael D. Montani, CFA",0.128701909708171,male,EVERCORE ISI,"('KR', '2019 q4')",0.011111111690600714
43323,KR,2019 q4,3010,0.4405670000154013,Arun Sundaram,0.4283445133954136,male,CFRA Equity Research,"('KR', '2019 q4')",0.0
43324,SYY,2019 q4,3010,0.6955977404922522,Arun Sundaram,0.8074186981254973,male,CFRA Equity Research,"('SYY', '2019 q4')",0.0
43325,WBA,2019 q4,3010,0.736574001706136,Arun Sundaram,0.719551732057782,male,CFRA Equity Research,"('WBA', '2019 q4')",0.0
43326,KR,2019 q4,3010,0.4405670000154013,"Patricia A. Baker, PHD",0.1342104976227558,female,Scotiabank GBM,"('KR', '2019 q4')",0.0
43327,KR,2019 q4,3010,0.4405670000154013,Mr. Ben Bienvenu,0.2766388065581187,male,Stephens Inc.,"('KR', '2019 q4')",0.0
43328,WMT,2019 q4,3010,0.5442509073843906,Mr. Ben Bienvenu,0.3280415736281541,male,Stephens Inc.,"('WMT', '2019 q4')",0.0
43329,SYY,2019 q4,3010,0.6955977404922522,Ms. Rebecca S. Scheuneman,0.7621342374753327,female,"Morningstar, Inc.","('SYY', '2019 q4')",0.01666666753590107
43330,SYY,2019 q4,3010,0.6955977404922522,Jeffrey A. A. Bernstein,0.4952166874168404,male,Barclays,"('SYY', '2019 q4')",0.0
43331,SYY,2019 q4,3010,0.6955977404922522,Nicole Miller Regan,0.5814839866452598,female,Piper Sandler Companies,"('SYY', '2019 q4')",0.0
43332,SYY,2019 q4,3010,0.6955977404922522,Ms. Marisa Sullivan,0.4551475602411498,female,BofA Global Research,"('SYY', '2019 q4')",0.0
43333,WBA,2019 q4,3010,0.736574001706136,Anton Hie,0.3099758734956154,male,RBC Capital Markets,"('WBA', '2019 q4')",0.0
43334,WBA,2019 q4,3010,0.736574001706136,George R. Hill,0.9341807551564508,male,Deutsche Bank,"('WBA', '2019 q4')",0.0
43335,WBA,2019 q4,3010,0.736574001706136,Ms. Soo Romanoff,0.7026560342838586,female,"Morningstar, Inc.","('WBA', '2019 q4')",0.0
43336,WBA,2019 q4,3010,0.736574001706136,Justin Lake,0.3683480166921794,male,Wolfe Research,"('WBA', '2019 q4')",0.0
43337,WBA,2019 q4,3010,0.736574001706136,Mr. Charles Rhyee,0.5040101202226854,male,Cowen and Company,"('WBA', '2019 q4')",0.0
43338,WBA,2019 q4,3010,0.736574001706136,Mr. Michael A. Cherny,0.2835603117786299,male,BofA Global Research,"('WBA', '2019 q4')",0.0
43339,WBA,2019 q4,3010,0.736574001706136,Peter H. Costa,0.5714948019446967,male,"Wells Fargo Securities, LLC","('WBA', '2019 q4')",0.03333333507180214
43340,WBA,2019 q4,3010,0.736574001706136,Ms. Elizabeth Anderson,0.6604549723282015,female,EVERCORE ISI,"('WBA', '2019 q4')",0.0
43341,WBA,2019 q4,3010,0.736574001706136,Mr. Ajay K. Jain,0.4195076336153824,male,Pivotal Research Group,"('WBA', '2019 q4')",0.0
43342,WBA,2019 q4,3010,0.736574001706136,SADIF Research,0.9674909721507936,Not a person,Sadif Analytics Prime,"('WBA', '2019 q4')",0.9466937184333801
43343,WBA,2019 q4,3010,0.736574001706136,Mr. Steve Valiquette,0.5575417311636226,male,Barclays,"('WBA', '2019 q4')",0.0
43344,WMT,2019 q4,3010,0.5442509073843906,Mr. Seth I. Sigman,0.3268752513370233,male,Credit Suisse,"('WMT', '2019 q4')",0.0
43345,WMT,2019 q4,3010,0.5442509073843906,"Zachary Fadem, CPA",0.1866052751067152,male,"Wells Fargo Securities, LLC","('WMT', '2019 q4')",0.0
43346,WMT,2019 q4,3010,0.5442509073843906,Joaquin Ley,0.6479690430770673,male,Itau BBA,"('WMT', '2019 q4')",0.03333333507180214
43347,WMT,2019 q4,3010,0.5442509073843906,Mr. Robert S. Drbul,0.4412605043876589,male,Guggenheim Securities LLC,"('WMT', '2019 q4')",0.0
43348,COST,2020 q1,3010,0.5675806013321817,"Mr. Oliver Chen, CFA",0.3058319667644851,male,Cowen and Company,"('COST', '2020 q1')",0.0
43349,COST,2020 q1,3010,0.5675806013321817,Ms. Judah C. Frommer,0.2010973094789349,female,Credit Suisse,"('COST', '2020 q1')",0.02586313709616661
43350,KR,2020 q1,3010,0.5428927204616625,Ms. Judah C. Frommer,0.2281711503423896,female,Credit Suisse,"('KR', '2020 q1')",0.0
43351,SYY,2020 q1,3010,0.7101881605303082,Ms. Judah C. Frommer,0.4543728556235873,female,Credit Suisse,"('SYY', '2020 q1')",0.0
43352,COST,2020 q1,3010,0.5675806013321817,"Robert F. Ohmes, CFA",0.2150451418709514,male,BofA Global Research,"('COST', '2020 q1')",0.0
43353,KR,2020 q1,3010,0.5428927204616625,"Robert F. Ohmes, CFA",0.2470639024954131,male,BofA Global Research,"('KR', '2020 q1')",0.0
43354,COST,2020 q1,3010,0.5675806013321817,Jeffrey Drotar,0.2593121103981611,male,Jefferies,"('COST', '2020 q1')",0.0
43355,COST,2020 q1,3010,0.5675806013321817,Edward J. Kelly,0.3364758550049193,male,"Wells Fargo Securities, LLC","('COST', '2020 q1')",0.04461494833230972
43356,KR,2020 q1,3010,0.5428927204616625,Edward J. Kelly,0.248447440734473,male,"Wells Fargo Securities, LLC","('KR', '2020 q1')",0.02050903004904588
43357,WMT,2020 q1,3010,0.5968181015475219,Edward J. Kelly,0.2226064158016898,male,"Wells Fargo Securities, LLC","('WMT', '2020 q1')",0.0
43358,COST,2020 q1,3010,0.5675806013321817,"Paul E. Trussell, CFA",0.9411418276519936,male,Deutsche Bank,"('COST', '2020 q1')",0.0
43359,WMT,2020 q1,3010,0.5968181015475219,"Paul E. Trussell, CFA",0.8748517750674816,male,Deutsche Bank,"('WMT', '2020 q1')",0.0
43360,COST,2020 q1,3010,0.5675806013321817,Zain Akbari,0.6053610213864238,male,"Morningstar, Inc.","('COST', '2020 q1')",0.01666666753590107
43361,KR,2020 q1,3010,0.5428927204616625,Zain Akbari,0.6069532260778632,male,"Morningstar, Inc.","('KR', '2020 q1')",0.0
43362,WMT,2020 q1,3010,0.5968181015475219,Zain Akbari,0.8274353702050093,male,"Morningstar, Inc.","('WMT', '2020 q1')",0.0
43363,COST,2020 q1,3010,0.5675806013321817,Karen Short,0.6462003044568788,female,Barclays,"('COST', '2020 q1')",0.0
43364,KR,2020 q1,3010,0.5428927204616625,Karen Short,0.514761532786894,female,Barclays,"('KR', '2020 q1')",0.12085038423538208
43365,WMT,2020 q1,3010,0.5968181015475219,Karen Short,0.2228125775382821,female,Barclays,"('WMT', '2020 q1')",0.0
43366,COST,2020 q1,3010,0.5675806013321817,Mr. John E. Heinbockel,0.234630698165228,male,Guggenheim Securities LLC,"('COST', '2020 q1')",0.0
43367,KR,2020 q1,3010,0.5428927204616625,Mr. John E. Heinbockel,0.3262675006589342,male,Guggenheim Securities LLC,"('KR', '2020 q1')",0.0
43368,SYY,2020 q1,3010,0.7101881605303082,Mr. John E. Heinbockel,0.3959096674207197,male,Guggenheim Securities LLC,"('SYY', '2020 q1')",0.0
43369,COST,2020 q1,3010,0.5675806013321817,Greg Melich,0.2112988677894745,male,EVERCORE ISI,"('COST', '2020 q1')",0.0
43370,WMT,2020 q1,3010,0.5968181015475219,Greg Melich,0.1979059805490716,male,EVERCORE ISI,"('WMT', '2020 q1')",0.0
43371,COST,2020 q1,3010,0.5675806013321817,Garrett Nelson,0.6950183005735143,male,CFRA Equity Research,"('COST', '2020 q1')",0.0
43372,WMT,2020 q1,3010,0.5968181015475219,Garrett Nelson,0.6398140593502,male,CFRA Equity Research,"('WMT', '2020 q1')",0.0
43373,COST,2020 q1,3010,0.5675806013321817,"Mr. Simeon Gutman, CFA",0.5495599895402605,male,Morgan Stanley,"('COST', '2020 q1')",0.0
43374,KR,2020 q1,3010,0.5428927204616625,"Mr. Simeon Gutman, CFA",0.4846206056146879,male,Morgan Stanley,"('KR', '2020 q1')",0.0
43375,WMT,2020 q1,3010,0.5968181015475219,"Mr. Simeon Gutman, CFA",0.3524367193151656,male,Morgan Stanley,"('WMT', '2020 q1')",0.0
43376,COST,2020 q1,3010,0.5675806013321817,Catherine Lee,0.3603955364932431,female,Wolfe Research,"('COST', '2020 q1')",0.0
43377,COST,2020 q1,3010,0.5675806013321817,Mr. Rupesh Parikh,0.1954296005823151,male,"Oppenheimer & Co., Inc.","('COST', '2020 q1')",0.046179503202438354
43378,WMT,2020 q1,3010,0.5968181015475219,Mr. Rupesh Parikh,0.2597560085332967,male,"Oppenheimer & Co., Inc.","('WMT', '2020 q1')",0.03711987845599651
43379,COST,2020 q1,3010,0.5675806013321817,"Scot Ciccarelli, CFA",0.1682687249035286,male,RBC Capital Markets,"('COST', '2020 q1')",0.0
43380,WMT,2020 q1,3010,0.5968181015475219,"Scot Ciccarelli, CFA",0.1706868193385188,male,RBC Capital Markets,"('WMT', '2020 q1')",0.0
43381,KR,2020 q1,3010,0.5428927204616625,"Patricia A. Baker, PHD",0.459945576279357,female,Scotiabank GBM,"('KR', '2020 q1')",0.0
43382,KR,2020 q1,3010,0.5428927204616625,Arun Sundaram,0.5615901125177808,male,CFRA Equity Research,"('KR', '2020 q1')",0.0
43383,SYY,2020 q1,3010,0.7101881605303082,Arun Sundaram,0.8569615548846173,male,CFRA Equity Research,"('SYY', '2020 q1')",0.0
43384,WBA,2020 q1,3010,0.6666950935283237,Arun Sundaram,0.754669420238376,male,CFRA Equity Research,"('WBA', '2020 q1')",0.0
43385,KR,2020 q1,3010,0.5428927204616625,Mr. Joseph I. Feldman,0.2871409045373887,male,Telsey Advisory Group,"('KR', '2020 q1')",0.0
43386,WMT,2020 q1,3010,0.5968181015475219,Mr. Joseph I. Feldman,0.193275995801863,male,Telsey Advisory Group,"('WMT', '2020 q1')",0.0
43387,KR,2020 q1,3010,0.5428927204616625,Mr. Ben Bienvenu,0.3945042653006115,male,Stephens Inc.,"('KR', '2020 q1')",0.0
43388,WMT,2020 q1,3010,0.5968181015475219,Mr. Ben Bienvenu,0.4879661809451842,male,Stephens Inc.,"('WMT', '2020 q1')",0.0
43389,SYY,2020 q1,3010,0.7101881605303082,Nicole Miller Regan,0.4560464315422309,female,Piper Sandler Companies,"('SYY', '2020 q1')",0.016764724161475897
43390,SYY,2020 q1,3010,0.7101881605303082,Ms. Rebecca S. Scheuneman,0.7480896410329754,female,"Morningstar, Inc.","('SYY', '2020 q1')",0.0
43391,SYY,2020 q1,3010,0.7101881605303082,Jeffrey A. A. Bernstein,0.3075479688571766,male,Barclays,"('SYY', '2020 q1')",0.0
43392,SYY,2020 q1,3010,0.7101881605303082,Ms. Marisa Sullivan,0.5050992876864552,female,BofA Global Research,"('SYY', '2020 q1')",0.0
43393,SYY,2020 q1,3010,0.7101881605303082,SADIF Research,0.9937225217521156,Not a person,Sadif Analytics Prime,"('SYY', '2020 q1')",0.9493234157562256
43394,WBA,2020 q1,3010,0.6666950935283237,Anton Hie,0.290882351221148,male,RBC Capital Markets,"('WBA', '2020 q1')",0.0
43395,WBA,2020 q1,3010,0.6666950935283237,Mr. Charles Rhyee,0.3909684468247985,male,Cowen and Company,"('WBA', '2020 q1')",0.0
43396,WBA,2020 q1,3010,0.6666950935283237,Ms. Soo Romanoff,0.6726573678391529,female,"Morningstar, Inc.","('WBA', '2020 q1')",0.0
43397,WBA,2020 q1,3010,0.6666950935283237,Justin Lake,0.418600416938313,male,Wolfe Research,"('WBA', '2020 q1')",0.0
43398,WBA,2020 q1,3010,0.6666950935283237,Mr. Glen J. Santangelo,0.7751166605605453,male,Guggenheim Securities LLC,"('WBA', '2020 q1')",0.0
43399,WBA,2020 q1,3010,0.6666950935283237,Mr. Michael A. Cherny,0.3539631172797436,male,BofA Global Research,"('WBA', '2020 q1')",0.011111111690600714
43400,WBA,2020 q1,3010,0.6666950935283237,David S. MacDonald,0.2918594205718959,male,SunTrust Robinson Humphrey Capital Markets,"('WBA', '2020 q1')",0.0
43401,WBA,2020 q1,3010,0.6666950935283237,Mr. Steve Valiquette,0.5164855706140391,male,Barclays,"('WBA', '2020 q1')",0.0
43402,WBA,2020 q1,3010,0.6666950935283237,Peter H. Costa,0.2910021179719764,male,"Wells Fargo Securities, LLC","('WBA', '2020 q1')",0.0
43403,WBA,2020 q1,3010,0.6666950935283237,George R. Hill,0.9261609379827828,male,Deutsche Bank,"('WBA', '2020 q1')",0.0
43404,WBA,2020 q1,3010,0.6666950935283237,Ms. Elizabeth Anderson,0.3889346746385949,female,EVERCORE ISI,"('WBA', '2020 q1')",0.0
43405,WMT,2020 q1,3010,0.5968181015475219,Joaquin Ley,0.6229175922451302,male,Itau BBA,"('WMT', '2020 q1')",0.03333333507180214
43406,WMT,2020 q1,3010,0.5968181015475219,Mr. Seth I. Sigman,0.3113223689439142,male,Credit Suisse,"('WMT', '2020 q1')",0.0
43407,WMT,2020 q1,3010,0.5968181015475219,Mr. Robert S. Drbul,0.5778172856973371,male,Guggenheim Securities LLC,"('WMT', '2020 q1')",0.0
43408,COST,2020 q2,3010,0.5924493973778509,"Mr. Oliver Chen, CFA",0.6414179081622133,male,Cowen and Company,"('COST', '2020 q2')",0.0
43409,WMT,2020 q2,3010,0.5815335642728081,"Mr. Oliver Chen, CFA",0.1494726786211151,male,Cowen and Company,"('WMT', '2020 q2')",0.0
43410,COST,2020 q2,3010,0.5924493973778509,"Scot Ciccarelli, CFA",0.2409247405426046,male,RBC Capital Markets,"('COST', '2020 q2')",0.0
43411,WMT,2020 q2,3010,0.5815335642728081,"Scot Ciccarelli, CFA",0.2801706841523808,male,RBC Capital Markets,"('WMT', '2020 q2')",0.0
43412,COST,2020 q2,3010,0.5924493973778509,Greg Melich,0.2483045753374901,male,EVERCORE ISI,"('COST', '2020 q2')",0.02187180146574974
43413,WMT,2020 q2,3010,0.5815335642728081,Greg Melich,0.1581573840192252,male,EVERCORE ISI,"('WMT', '2020 q2')",0.0
43414,COST,2020 q2,3010,0.5924493973778509,Karen Short,0.4432896465069203,female,Barclays,"('COST', '2020 q2')",0.0
43415,WMT,2020 q2,3010,0.5815335642728081,Karen Short,0.1806813791107586,female,Barclays,"('WMT', '2020 q2')",0.0
43416,COST,2020 q2,3010,0.5924493973778509,"Paul E. Trussell, CFA",0.9328124133115318,male,Deutsche Bank,"('COST', '2020 q2')",0.0
43417,WMT,2020 q2,3010,0.5815335642728081,"Paul E. Trussell, CFA",0.8061527370880687,male,Deutsche Bank,"('WMT', '2020 q2')",0.0
43418,COST,2020 q2,3010,0.5924493973778509,Ms. Judah C. Frommer,0.2948427147405169,female,Credit Suisse,"('COST', '2020 q2')",0.0
43419,SYY,2020 q2,3010,0.7492882898122619,Ms. Judah C. Frommer,0.5489176385636984,female,Credit Suisse,"('SYY', '2020 q2')",0.0
43420,COST,2020 q2,3010,0.5924493973778509,Garrett Nelson,0.6692170655104257,male,CFRA Equity Research,"('COST', '2020 q2')",0.0
43421,WMT,2020 q2,3010,0.5815335642728081,Garrett Nelson,0.6490930424320751,male,CFRA Equity Research,"('WMT', '2020 q2')",0.0
43422,COST,2020 q2,3010,0.5924493973778509,"Robert F. Ohmes, CFA",0.2878474145579878,male,BofA Global Research,"('COST', '2020 q2')",0.02472522482275963
43423,WMT,2020 q2,3010,0.5815335642728081,"Robert F. Ohmes, CFA",0.3095757981019309,male,BofA Global Research,"('WMT', '2020 q2')",0.031513284891843796
43424,COST,2020 q2,3010,0.5924493973778509,Mr. Rupesh Parikh,0.2104263575804675,male,"Oppenheimer & Co., Inc.","('COST', '2020 q2')",0.02463091630488634
43425,KR,2020 q2,3010,0.5447535982971194,Mr. Rupesh Parikh,0.2138856733198409,male,"Oppenheimer & Co., Inc.","('KR', '2020 q2')",0.0
43426,WMT,2020 q2,3010,0.5815335642728081,Mr. Rupesh Parikh,0.3108263983015061,male,"Oppenheimer & Co., Inc.","('WMT', '2020 q2')",0.06311349384486675
43427,COST,2020 q2,3010,0.5924493973778509,Mr. John E. Heinbockel,0.1172695248427671,male,Guggenheim Securities LLC,"('COST', '2020 q2')",0.007030794396996498
43428,KR,2020 q2,3010,0.5447535982971194,Mr. John E. Heinbockel,0.4135641344521336,male,Guggenheim Securities LLC,"('KR', '2020 q2')",0.0
43429,COST,2020 q2,3010,0.5924493973778509,Edward J. Kelly,0.2888832543943659,male,"Wells Fargo Securities, LLC","('COST', '2020 q2')",0.029590671882033348
43430,KR,2020 q2,3010,0.5447535982971194,Edward J. Kelly,0.224469552449529,male,"Wells Fargo Securities, LLC","('KR', '2020 q2')",0.0
43431,SYY,2020 q2,3010,0.7492882898122619,Edward J. Kelly,0.6308077256383363,male,"Wells Fargo Securities, LLC","('SYY', '2020 q2')",0.0
43432,WMT,2020 q2,3010,0.5815335642728081,Edward J. Kelly,0.1818194757604509,male,"Wells Fargo Securities, LLC","('WMT', '2020 q2')",0.0
43433,COST,2020 q2,3010,0.5924493973778509,"Mr. Blake Anderson, CFA",0.2061457985340747,male,Jefferies,"('COST', '2020 q2')",0.0
43434,SYY,2020 q2,3010,0.7492882898122619,"Mr. Blake Anderson, CFA",0.5924817890702224,male,Jefferies,"('SYY', '2020 q2')",0.0
43435,COST,2020 q2,3010,0.5924493973778509,Mr. Joseph I. Feldman,0.2336617873979843,male,Telsey Advisory Group,"('COST', '2020 q2')",0.02050982415676117
43436,KR,2020 q2,3010,0.5447535982971194,Mr. Joseph I. Feldman,0.3449267973761778,male,Telsey Advisory Group,"('KR', '2020 q2')",0.0
43437,WMT,2020 q2,3010,0.5815335642728081,Mr. Joseph I. Feldman,0.1988350374622798,male,Telsey Advisory Group,"('WMT', '2020 q2')",0.011928820982575417
43438,COST,2020 q2,3010,0.5924493973778509,Zain Akbari,0.7908138952126,male,"Morningstar, Inc.","('COST', '2020 q2')",0.01666666753590107
43439,KR,2020 q2,3010,0.5447535982971194,Zain Akbari,0.5665577326330383,male,"Morningstar, Inc.","('KR', '2020 q2')",0.0
43440,WMT,2020 q2,3010,0.5815335642728081,Zain Akbari,0.6046788533161374,male,"Morningstar, Inc.","('WMT', '2020 q2')",0.0
43441,COST,2020 q2,3010,0.5924493973778509,Virginia M. Chambless,0.472205198959741,female,JPMorgan Econ & FI,"('COST', '2020 q2')",0.01835968904197216
43442,COST,2020 q2,3010,0.5924493973778509,"Mr. Simeon Gutman, CFA",0.5435297814230282,male,Morgan Stanley,"('COST', '2020 q2')",0.0
43443,WMT,2020 q2,3010,0.5815335642728081,"Mr. Simeon Gutman, CFA",0.5963892109248174,male,Morgan Stanley,"('WMT', '2020 q2')",0.0
43444,KR,2020 q2,3010,0.5447535982971194,"Patricia A. Baker, PHD",0.6810267618192823,female,Scotiabank GBM,"('KR', '2020 q2')",0.0
43445,KR,2020 q2,3010,0.5447535982971194,Arun Sundaram,0.5953660863810604,male,CFRA Equity Research,"('KR', '2020 q2')",0.0
43446,SYY,2020 q2,3010,0.7492882898122619,Arun Sundaram,0.8960153320241661,male,CFRA Equity Research,"('SYY', '2020 q2')",0.0
43447,WBA,2020 q2,3010,0.7318293391348997,Arun Sundaram,0.7439046574204948,male,CFRA Equity Research,"('WBA', '2020 q2')",0.0
43448,KR,2020 q2,3010,0.5447535982971194,"Charles E. Cerankosky, Jr",0.3486144572842105,male,Northcoast Research,"('KR', '2020 q2')",0.0
43449,SYY,2020 q2,3010,0.7492882898122619,Ms. Rebecca S. Scheuneman,0.7521678346249973,female,"Morningstar, Inc.","('SYY', '2020 q2')",0.0
43450,WBA,2020 q2,3010,0.7318293391348997,Peter H. Costa,0.4755519115743846,male,"Wells Fargo Securities, LLC","('WBA', '2020 q2')",0.0
43451,WBA,2020 q2,3010,0.7318293391348997,George R. Hill,0.95811360115287,male,Deutsche Bank,"('WBA', '2020 q2')",0.011244065128266811
43452,WBA,2020 q2,3010,0.7318293391348997,Justin Lake,0.4645742506088354,male,Wolfe Research,"('WBA', '2020 q2')",0.0
43453,WBA,2020 q2,3010,0.7318293391348997,Mr. Michael A. Cherny,0.320552091859739,male,BofA Global Research,"('WBA', '2020 q2')",0.0
43454,WBA,2020 q2,3010,0.7318293391348997,Mr. Charles Rhyee,0.5695923692859443,male,Cowen and Company,"('WBA', '2020 q2')",0.0
43455,WBA,2020 q2,3010,0.7318293391348997,Ms. Soo Romanoff,0.7381813567661637,female,"Morningstar, Inc.","('WBA', '2020 q2')",0.0
43456,WBA,2020 q2,3010,0.7318293391348997,Ms. Elizabeth Anderson,0.4613754951938681,female,EVERCORE ISI,"('WBA', '2020 q2')",0.0
43457,WBA,2020 q2,3010,0.7318293391348997,Mr. Glen J. Santangelo,0.808761308865679,male,Guggenheim Securities LLC,"('WBA', '2020 q2')",0.0
43458,WBA,2020 q2,3010,0.7318293391348997,Mr. Steve Valiquette,0.39767507166155,male,Barclays,"('WBA', '2020 q2')",0.0
43459,WMT,2020 q2,3010,0.5815335642728081,Mr. Robert S. Drbul,0.5498843841992558,male,Guggenheim Securities LLC,"('WMT', '2020 q2')",0.0
43460,WMT,2020 q2,3010,0.5815335642728081,Mr. Ben Bienvenu,0.2939752079020192,male,Stephens Inc.,"('WMT', '2020 q2')",0.0
43461,WMT,2020 q2,3010,0.5815335642728081,Mr. Andrew Gwynn,0.7552228778857075,male,Exane BNP Paribas,"('WMT', '2020 q2')",0.0
43462,WMT,2020 q2,3010,0.5815335642728081,Mr. Seth I. Sigman,0.4468530284952435,male,Credit Suisse,"('WMT', '2020 q2')",0.0
43463,APA,2020 q2,1010,0.3478758995897906,Mr. Devin J. McDermott,0.0716905077008152,male,Morgan Stanley,"('APA', '2020 q2')",0.0
43464,XOM,2020 q2,1010,0.5625512301220834,Mr. Devin J. McDermott,0.3074300719054218,male,Morgan Stanley,"('XOM', '2020 q2')",0.0
43465,APA,2020 q2,1010,0.3478758995897906,Mr. Josh Silverstein,0.1316289767112785,male,Wolfe Research,"('APA', '2020 q2')",0.0
43466,CXO,2020 q2,1010,0.2573508005802684,Mr. Josh Silverstein,0.1053083670805229,male,Wolfe Research,"('CXO', '2020 q2')",0.0
43467,FANG,2020 q2,1010,0.2070470389086158,Mr. Josh Silverstein,0.129225808606894,male,Wolfe Research,"('FANG', '2020 q2')",0.0
43468,APA,2020 q2,1010,0.3478758995897906,"Mr. Dave Meats, CFA",0.3739965479181638,male,"Morningstar, Inc.","('APA', '2020 q2')",0.0
43469,COG,2020 q2,1010,0.4838176563542276,"Mr. Dave Meats, CFA",0.3986049895795001,male,"Morningstar, Inc.","('COG', '2020 q2')",0.0
43470,CXO,2020 q2,1010,0.2573508005802684,"Mr. Dave Meats, CFA",0.2993902390796494,male,"Morningstar, Inc.","('CXO', '2020 q2')",0.0
43471,EOG,2020 q2,1010,0.4742852445339182,"Mr. Dave Meats, CFA",0.3769759348962193,male,"Morningstar, Inc.","('EOG', '2020 q2')",0.0
43472,HES,2020 q2,1010,0.3363583924724753,"Mr. Dave Meats, CFA",0.2943954195813401,male,"Morningstar, Inc.","('HES', '2020 q2')",0.0
43473,MRO,2020 q2,1010,0.5007098327929791,"Mr. Dave Meats, CFA",0.378710966750583,male,"Morningstar, Inc.","('MRO', '2020 q2')",0.0
43474,NBL,2020 q2,1010,0.4010841076169825,"Mr. Dave Meats, CFA",0.4963165921039794,male,"Morningstar, Inc.","('NBL', '2020 q2')",0.0020584150527914367
43475,OXY,2020 q2,1010,0.344204269899688,"Mr. Dave Meats, CFA",0.3198944449127111,male,"Morningstar, Inc.","('OXY', '2020 q2')",0.0
43476,PXD,2020 q2,1010,0.3756211884970796,"Mr. Dave Meats, CFA",0.2746969191979795,male,"Morningstar, Inc.","('PXD', '2020 q2')",0.0
43477,APA,2020 q2,1010,0.3478758995897906,Mr. Biju Z. Perincheril,0.4059070610144407,male,Susquehanna Financial Group LLLP,"('APA', '2020 q2')",0.0
43478,COG,2020 q2,1010,0.4838176563542276,Mr. Biju Z. Perincheril,0.6195775256621897,male,Susquehanna Financial Group LLLP,"('COG', '2020 q2')",0.0
43479,COP,2020 q2,1010,0.4317921939753107,Mr. Biju Z. Perincheril,0.551377922469563,male,Susquehanna Financial Group LLLP,"('COP', '2020 q2')",0.0
43480,CXO,2020 q2,1010,0.2573508005802684,Mr. Biju Z. Perincheril,0.1265792879465083,male,Susquehanna Financial Group LLLP,"('CXO', '2020 q2')",0.05537858232855797
43481,DVN,2020 q2,1010,0.2605150596134595,Mr. Biju Z. Perincheril,0.1619652107094201,male,Susquehanna Financial Group LLLP,"('DVN', '2020 q2')",0.0
43482,FANG,2020 q2,1010,0.2070470389086158,Mr. Biju Z. Perincheril,0.0585567090305045,male,Susquehanna Financial Group LLLP,"('FANG', '2020 q2')",0.0
43483,HES,2020 q2,1010,0.3363583924724753,Mr. Biju Z. Perincheril,0.1573482802410662,male,Susquehanna Financial Group LLLP,"('HES', '2020 q2')",0.0
43484,MRO,2020 q2,1010,0.5007098327929791,Mr. Biju Z. Perincheril,0.2895197683509732,male,Susquehanna Financial Group LLLP,"('MRO', '2020 q2')",0.0
43485,OXY,2020 q2,1010,0.344204269899688,Mr. Biju Z. Perincheril,0.236226278574045,male,Susquehanna Financial Group LLLP,"('OXY', '2020 q2')",0.0
43486,PXD,2020 q2,1010,0.3756211884970796,Mr. Biju Z. Perincheril,0.113198780545518,male,Susquehanna Financial Group LLLP,"('PXD', '2020 q2')",0.0
43487,APA,2020 q2,1010,0.3478758995897906,Mr. Connor Lynagh,0.4635221639097425,male,Morgan Stanley,"('APA', '2020 q2')",0.0
43488,BKR,2020 q2,1010,0.5975123973564138,Mr. Connor Lynagh,0.374192134827427,male,Morgan Stanley,"('BKR', '2020 q2')",0.0
43489,HAL,2020 q2,1010,0.6205576762750853,Mr. Connor Lynagh,0.4272013449782976,male,Morgan Stanley,"('HAL', '2020 q2')",0.0
43490,HP,2020 q2,1010,0.7137725132773765,Mr. Connor Lynagh,0.5441165629300215,male,Morgan Stanley,"('HP', '2020 q2')",0.0
43491,NOV,2020 q2,1010,0.619633730421024,Mr. Connor Lynagh,0.3994933535112473,male,Morgan Stanley,"('NOV', '2020 q2')",0.0
43492,SLB,2020 q2,1010,0.4955265550083899,Mr. Connor Lynagh,0.2388373127331869,male,Morgan Stanley,"('SLB', '2020 q2')",0.0
43493,APA,2020 q2,1010,0.3478758995897906,Mr. John J. Gerdes,0.0731967285037283,male,MKM Partners,"('APA', '2020 q2')",0.0
43494,COP,2020 q2,1010,0.4317921939753107,Mr. John J. Gerdes,0.1498839753840472,male,MKM Partners,"('COP', '2020 q2')",0.0
43495,CXO,2020 q2,1010,0.2573508005802684,Mr. John J. Gerdes,0.0815861775632061,male,MKM Partners,"('CXO', '2020 q2')",0.0
43496,DVN,2020 q2,1010,0.2605150596134595,Mr. John J. Gerdes,0.1086019265608224,male,MKM Partners,"('DVN', '2020 q2')",0.0
43497,EOG,2020 q2,1010,0.4742852445339182,Mr. John J. Gerdes,0.2488757927553403,male,MKM Partners,"('EOG', '2020 q2')",0.0
43498,FANG,2020 q2,1010,0.2070470389086158,Mr. John J. Gerdes,0.0697463851801268,male,MKM Partners,"('FANG', '2020 q2')",0.0
43499,HES,2020 q2,1010,0.3363583924724753,Mr. John J. Gerdes,0.1311350108875456,male,MKM Partners,"('HES', '2020 q2')",0.010292052291333675
43500,MRO,2020 q2,1010,0.5007098327929791,Mr. John J. Gerdes,0.7569565375045676,male,MKM Partners,"('MRO', '2020 q2')",0.03333333507180214
43501,NBL,2020 q2,1010,0.4010841076169825,Mr. John J. Gerdes,0.1237357470739363,male,MKM Partners,"('NBL', '2020 q2')",0.0
43502,APA,2020 q2,1010,0.3478758995897906,Mr. David A. Deckelbaum,0.2937644035548725,male,Cowen and Company,"('APA', '2020 q2')",0.0
43503,CXO,2020 q2,1010,0.2573508005802684,Mr. David A. Deckelbaum,0.1658391419962218,male,Cowen and Company,"('CXO', '2020 q2')",0.0
43504,HES,2020 q2,1010,0.3363583924724753,Mr. David A. Deckelbaum,0.2039405695741276,male,Cowen and Company,"('HES', '2020 q2')",0.0
43505,NBL,2020 q2,1010,0.4010841076169825,Mr. David A. Deckelbaum,0.2704106841842635,male,Cowen and Company,"('NBL', '2020 q2')",0.0
43506,APA,2020 q2,1010,0.3478758995897906,"Mr. Paul Y. Cheng, CFA",0.1281348528307669,male,Scotiabank GBM,"('APA', '2020 q2')",0.026276281103491783
43507,CVX,2020 q2,1010,0.5619054809624309,"Mr. Paul Y. Cheng, CFA",0.1928035555779026,male,Scotiabank GBM,"('CVX', '2020 q2')",0.0070362878032028675
43508,DVN,2020 q2,1010,0.2605150596134595,"Mr. Paul Y. Cheng, CFA",0.2658378117535839,male,Scotiabank GBM,"('DVN', '2020 q2')",0.01899924377600352
43509,HES,2020 q2,1010,0.3363583924724753,"Mr. Paul Y. Cheng, CFA",0.4409957778884634,male,Scotiabank GBM,"('HES', '2020 q2')",0.0
43510,MPC,2020 q2,1010,0.3673621517666759,"Mr. Paul Y. Cheng, CFA",0.196274530371159,male,Scotiabank GBM,"('MPC', '2020 q2')",0.0
43511,NBL,2020 q2,1010,0.4010841076169825,"Mr. Paul Y. Cheng, CFA",0.587440194729293,male,Scotiabank GBM,"('NBL', '2020 q2')",0.0
43512,OXY,2020 q2,1010,0.344204269899688,"Mr. Paul Y. Cheng, CFA",0.0847975016480078,male,Scotiabank GBM,"('OXY', '2020 q2')",0.0
43513,PSX,2020 q2,1010,0.5781836982652723,"Mr. Paul Y. Cheng, CFA",0.2450722314660453,male,Scotiabank GBM,"('PSX', '2020 q2')",0.0
43514,PXD,2020 q2,1010,0.3756211884970796,"Mr. Paul Y. Cheng, CFA",0.1250588984521447,male,Scotiabank GBM,"('PXD', '2020 q2')",0.0
43515,APA,2020 q2,1010,0.3478758995897906,Stewart Glickman,0.4445736268429164,male,CFRA Equity Research,"('APA', '2020 q2')",0.0
43516,COG,2020 q2,1010,0.4838176563542276,Stewart Glickman,0.4914567047347188,male,CFRA Equity Research,"('COG', '2020 q2')",0.0
43517,COP,2020 q2,1010,0.4317921939753107,Stewart Glickman,0.4398490373446007,male,CFRA Equity Research,"('COP', '2020 q2')",0.0
43518,CVX,2020 q2,1010,0.5619054809624309,Stewart Glickman,0.5398979349437721,male,CFRA Equity Research,"('CVX', '2020 q2')",0.0
43519,CXO,2020 q2,1010,0.2573508005802684,Stewart Glickman,0.4787057046222218,male,CFRA Equity Research,"('CXO', '2020 q2')",0.0
43520,DVN,2020 q2,1010,0.2605150596134595,Stewart Glickman,0.4467415425955073,male,CFRA Equity Research,"('DVN', '2020 q2')",0.0
43521,EOG,2020 q2,1010,0.4742852445339182,Stewart Glickman,0.541510817276247,male,CFRA Equity Research,"('EOG', '2020 q2')",0.0
43522,FANG,2020 q2,1010,0.2070470389086158,Stewart Glickman,0.4343535424960595,male,CFRA Equity Research,"('FANG', '2020 q2')",0.0
43523,HAL,2020 q2,1010,0.6205576762750853,Stewart Glickman,0.7593693667804855,male,CFRA Equity Research,"('HAL', '2020 q2')",0.0
43524,HES,2020 q2,1010,0.3363583924724753,Stewart Glickman,0.462731822065314,male,CFRA Equity Research,"('HES', '2020 q2')",0.0
43525,HFC,2020 q2,1010,0.5432503279080582,Stewart Glickman,0.4737121969799721,male,CFRA Equity Research,"('HFC', '2020 q2')",0.0
43526,KMI,2020 q2,1010,0.4352815986315412,Stewart Glickman,0.5348941621675578,male,CFRA Equity Research,"('KMI', '2020 q2')",0.0
43527,MPC,2020 q2,1010,0.3673621517666759,Stewart Glickman,0.4835907727711319,male,CFRA Equity Research,"('MPC', '2020 q2')",0.0
43528,MRO,2020 q2,1010,0.5007098327929791,Stewart Glickman,0.5294036541982428,male,CFRA Equity Research,"('MRO', '2020 q2')",0.0
43529,NBL,2020 q2,1010,0.4010841076169825,Stewart Glickman,0.3974328839886978,male,CFRA Equity Research,"('NBL', '2020 q2')",0.0
43530,OKE,2020 q2,1010,0.4611302472201359,Stewart Glickman,0.5434490953325984,male,CFRA Equity Research,"('OKE', '2020 q2')",0.0
43531,OXY,2020 q2,1010,0.344204269899688,Stewart Glickman,0.5285131486024401,male,CFRA Equity Research,"('OXY', '2020 q2')",0.015866752713918686
43532,PSX,2020 q2,1010,0.5781836982652723,Stewart Glickman,0.482895818363824,male,CFRA Equity Research,"('PSX', '2020 q2')",0.0
43533,PXD,2020 q2,1010,0.3756211884970796,Stewart Glickman,0.4089257837246682,male,CFRA Equity Research,"('PXD', '2020 q2')",0.0
43534,SLB,2020 q2,1010,0.4955265550083899,Stewart Glickman,0.7051313485429724,male,CFRA Equity Research,"('SLB', '2020 q2')",0.0
43535,VLO,2020 q2,1010,0.5282955696951515,Stewart Glickman,0.5135412373375204,male,CFRA Equity Research,"('VLO', '2020 q2')",0.0
43536,WMB,2020 q2,1010,0.4652201293246486,Stewart Glickman,0.5312183254227105,male,CFRA Equity Research,"('WMB', '2020 q2')",0.0
43537,XOM,2020 q2,1010,0.5625512301220834,Stewart Glickman,0.5456112951878767,male,CFRA Equity Research,"('XOM', '2020 q2')",0.0
43538,APA,2020 q2,1010,0.3478758995897906,Mr. Neal D. Dingmann,0.0757077388655834,male,SunTrust Robinson Humphrey Capital Markets,"('APA', '2020 q2')",0.0
43539,CXO,2020 q2,1010,0.2573508005802684,Mr. Neal D. Dingmann,0.0883071806062937,male,SunTrust Robinson Humphrey Capital Markets,"('CXO', '2020 q2')",0.01058270533879598
43540,DVN,2020 q2,1010,0.2605150596134595,Mr. Neal D. Dingmann,0.0938829983214994,male,SunTrust Robinson Humphrey Capital Markets,"('DVN', '2020 q2')",0.0
43541,EOG,2020 q2,1010,0.4742852445339182,Mr. Neal D. Dingmann,0.2110825352596665,male,SunTrust Robinson Humphrey Capital Markets,"('EOG', '2020 q2')",0.015407145489007235
43542,FANG,2020 q2,1010,0.2070470389086158,Mr. Neal D. Dingmann,0.080701667105667,male,SunTrust Robinson Humphrey Capital Markets,"('FANG', '2020 q2')",0.031519495882093906
43543,MRO,2020 q2,1010,0.5007098327929791,Mr. Neal D. Dingmann,0.224240880984549,male,SunTrust Robinson Humphrey Capital Markets,"('MRO', '2020 q2')",0.020985109731554985
43544,OXY,2020 q2,1010,0.344204269899688,Mr. Neal D. Dingmann,0.1721521137372315,male,SunTrust Robinson Humphrey Capital Markets,"('OXY', '2020 q2')",0.0
43545,PXD,2020 q2,1010,0.3756211884970796,Mr. Neal D. Dingmann,0.1373803436444287,male,SunTrust Robinson Humphrey Capital Markets,"('PXD', '2020 q2')",0.0
43546,APA,2020 q2,1010,0.3478758995897906,Mr. Doug G. Leggate,0.1173659230855066,male,BofA Global Research,"('APA', '2020 q2')",0.01666666753590107
43547,COG,2020 q2,1010,0.4838176563542276,Mr. Doug G. Leggate,0.3143685592090023,male,BofA Global Research,"('COG', '2020 q2')",0.03457377851009369
43548,COP,2020 q2,1010,0.4317921939753107,Mr. Doug G. Leggate,0.2776720888003782,male,BofA Global Research,"('COP', '2020 q2')",0.019339791188637413
43549,CVX,2020 q2,1010,0.5619054809624309,Mr. Doug G. Leggate,0.1863099557486439,male,BofA Global Research,"('CVX', '2020 q2')",0.011313364841043949
43550,CXO,2020 q2,1010,0.2573508005802684,Mr. Doug G. Leggate,0.1186531578683597,male,BofA Global Research,"('CXO', '2020 q2')",0.04922935180366039
43551,DVN,2020 q2,1010,0.2605150596134595,Mr. Doug G. Leggate,0.1691362741156771,male,BofA Global Research,"('DVN', '2020 q2')",0.0
43552,EOG,2020 q2,1010,0.4742852445339182,Mr. Doug G. Leggate,0.2450826074914628,male,BofA Global Research,"('EOG', '2020 q2')",0.01899711973965168
43553,HFC,2020 q2,1010,0.5432503279080582,Mr. Doug G. Leggate,0.2431516728161918,male,BofA Global Research,"('HFC', '2020 q2')",0.0
43554,MPC,2020 q2,1010,0.3673621517666759,Mr. Doug G. Leggate,0.1425909230741016,male,BofA Global Research,"('MPC', '2020 q2')",0.0
43555,NBL,2020 q2,1010,0.4010841076169825,Mr. Doug G. Leggate,0.220964809434827,male,BofA Global Research,"('NBL', '2020 q2')",0.0
43556,OXY,2020 q2,1010,0.344204269899688,Mr. Doug G. Leggate,0.0889757735216059,male,BofA Global Research,"('OXY', '2020 q2')",0.0
43557,PSX,2020 q2,1010,0.5781836982652723,Mr. Doug G. Leggate,0.1833789051514051,male,BofA Global Research,"('PSX', '2020 q2')",0.0
43558,PXD,2020 q2,1010,0.3756211884970796,Mr. Doug G. Leggate,0.2376075333068855,male,BofA Global Research,"('PXD', '2020 q2')",0.02531143371015787
43559,XOM,2020 q2,1010,0.5625512301220834,Mr. Doug G. Leggate,0.2830048791165201,male,BofA Global Research,"('XOM', '2020 q2')",0.0
43560,BKR,2020 q2,1010,0.5975123973564138,Mr. Jacob A. Lundberg,0.4155727646263135,male,Credit Suisse,"('BKR', '2020 q2')",0.013720259070396423
43561,HAL,2020 q2,1010,0.6205576762750853,Mr. Jacob A. Lundberg,0.3082463352394086,male,Credit Suisse,"('HAL', '2020 q2')",0.0
43562,HP,2020 q2,1010,0.7137725132773765,Mr. Jacob A. Lundberg,0.3195618532932767,male,Credit Suisse,"('HP', '2020 q2')",0.0
43563,NOV,2020 q2,1010,0.619633730421024,Mr. Jacob A. Lundberg,0.4916504806724787,male,Credit Suisse,"('NOV', '2020 q2')",0.0
43564,SLB,2020 q2,1010,0.4955265550083899,Mr. Jacob A. Lundberg,0.2461725467434483,male,Credit Suisse,"('SLB', '2020 q2')",0.0
43565,BKR,2020 q2,1010,0.5975123973564138,"Mr. Christopher Voie, CFA",0.4413041847516978,male,"Wells Fargo Securities, LLC","('BKR', '2020 q2')",0.0
43566,FTI,2020 q2,1010,0.6155004989548697,"Mr. Christopher Voie, CFA",0.2503272899034413,male,"Wells Fargo Securities, LLC","('FTI', '2020 q2')",0.0
43567,HAL,2020 q2,1010,0.6205576762750853,"Mr. Christopher Voie, CFA",0.3733668739936485,male,"Wells Fargo Securities, LLC","('HAL', '2020 q2')",0.0
43568,SLB,2020 q2,1010,0.4955265550083899,"Mr. Christopher Voie, CFA",0.4293289835686847,male,"Wells Fargo Securities, LLC","('SLB', '2020 q2')",0.0
43569,BKR,2020 q2,1010,0.5975123973564138,"Mr. Charles P. Minervino, CFA",0.6120189047351846,male,Susquehanna Financial Group LLLP,"('BKR', '2020 q2')",0.0
43570,FTI,2020 q2,1010,0.6155004989548697,"Mr. Charles P. Minervino, CFA",0.8155053753088299,male,Susquehanna Financial Group LLLP,"('FTI', '2020 q2')",0.0
43571,HAL,2020 q2,1010,0.6205576762750853,"Mr. Charles P. Minervino, CFA",0.5280287770618631,male,Susquehanna Financial Group LLLP,"('HAL', '2020 q2')",0.03333333507180214
43572,HP,2020 q2,1010,0.7137725132773765,"Mr. Charles P. Minervino, CFA",0.8580652139614788,male,Susquehanna Financial Group LLLP,"('HP', '2020 q2')",0.0
43573,NOV,2020 q2,1010,0.619633730421024,"Mr. Charles P. Minervino, CFA",0.8161699213339106,male,Susquehanna Financial Group LLLP,"('NOV', '2020 q2')",0.0
43574,SLB,2020 q2,1010,0.4955265550083899,"Mr. Charles P. Minervino, CFA",0.7057844450850406,male,Susquehanna Financial Group LLLP,"('SLB', '2020 q2')",0.0
43575,BKR,2020 q2,1010,0.5975123973564138,Mr. Chase Mulvehill,0.8799975467129718,male,BofA Global Research,"('BKR', '2020 q2')",0.0
43576,HAL,2020 q2,1010,0.6205576762750853,Mr. Chase Mulvehill,0.3739423412308841,male,BofA Global Research,"('HAL', '2020 q2')",0.0
43577,HP,2020 q2,1010,0.7137725132773765,Mr. Chase Mulvehill,0.3510353199508494,male,BofA Global Research,"('HP', '2020 q2')",0.009149031713604927
43578,NOV,2020 q2,1010,0.619633730421024,Mr. Chase Mulvehill,0.3996353786240506,male,BofA Global Research,"('NOV', '2020 q2')",0.0
43579,BKR,2020 q2,1010,0.5975123973564138,Mr. Abhishek Kumar,0.2355806815872396,male,HSBC,"('BKR', '2020 q2')",0.013893647119402885
43580,BKR,2020 q2,1010,0.5975123973564138,"Mr. Marc G. Bianchi, CFA",0.2047622352001759,male,Cowen and Company,"('BKR', '2020 q2')",0.0
43581,FTI,2020 q2,1010,0.6155004989548697,"Mr. Marc G. Bianchi, CFA",0.2309785583394938,male,Cowen and Company,"('FTI', '2020 q2')",0.0
43582,HP,2020 q2,1010,0.7137725132773765,"Mr. Marc G. Bianchi, CFA",0.4890887123803822,male,Cowen and Company,"('HP', '2020 q2')",0.0
43583,NOV,2020 q2,1010,0.619633730421024,"Mr. Marc G. Bianchi, CFA",0.1636873365139613,male,Cowen and Company,"('NOV', '2020 q2')",0.0
43584,SLB,2020 q2,1010,0.4955265550083899,"Mr. Marc G. Bianchi, CFA",0.1436758048223335,male,Cowen and Company,"('SLB', '2020 q2')",0.0
43585,BKR,2020 q2,1010,0.5975123973564138,Preston Caldwell,0.3675961422014822,male,"Morningstar, Inc.","('BKR', '2020 q2')",0.0
43586,FTI,2020 q2,1010,0.6155004989548697,Preston Caldwell,0.6775446792013275,male,"Morningstar, Inc.","('FTI', '2020 q2')",0.0
43587,HAL,2020 q2,1010,0.6205576762750853,Preston Caldwell,0.6481182526812931,male,"Morningstar, Inc.","('HAL', '2020 q2')",0.0
43588,HP,2020 q2,1010,0.7137725132773765,Preston Caldwell,0.6792609248736113,male,"Morningstar, Inc.","('HP', '2020 q2')",0.0
43589,NOV,2020 q2,1010,0.619633730421024,Preston Caldwell,0.652411989103501,male,"Morningstar, Inc.","('NOV', '2020 q2')",0.0
43590,SLB,2020 q2,1010,0.4955265550083899,Preston Caldwell,0.4019173204156567,male,"Morningstar, Inc.","('SLB', '2020 q2')",0.0
43591,BKR,2020 q2,1010,0.5975123973564138,Mr. Kurt Hallead,0.6206867445275686,male,RBC Capital Markets,"('BKR', '2020 q2')",0.03333333507180214
43592,HAL,2020 q2,1010,0.6205576762750853,Mr. Kurt Hallead,0.5280287770618631,male,RBC Capital Markets,"('HAL', '2020 q2')",0.03333333507180214
43593,NOV,2020 q2,1010,0.619633730421024,Mr. Kurt Hallead,0.247562623699298,male,RBC Capital Markets,"('NOV', '2020 q2')",0.025660056620836258
43594,SLB,2020 q2,1010,0.4955265550083899,Mr. Kurt Hallead,0.2026219562257809,male,RBC Capital Markets,"('SLB', '2020 q2')",0.018985852599143982
43595,BKR,2020 q2,1010,0.5975123973564138,Mr. Blake Gendron,0.3758569053120811,male,Wolfe Research,"('BKR', '2020 q2')",0.0
43596,HAL,2020 q2,1010,0.6205576762750853,Mr. Blake Gendron,0.5456987802171183,male,Wolfe Research,"('HAL', '2020 q2')",0.03184535354375839
43597,NOV,2020 q2,1010,0.619633730421024,Mr. Blake Gendron,0.3541153699387208,male,Wolfe Research,"('NOV', '2020 q2')",0.0
43598,SLB,2020 q2,1010,0.4955265550083899,Mr. Blake Gendron,0.1169470981220637,male,Wolfe Research,"('SLB', '2020 q2')",0.0
43599,COG,2020 q2,1010,0.4838176563542276,William Featherston,0.238575272315005,male,Credit Suisse,"('COG', '2020 q2')",0.0
43600,COP,2020 q2,1010,0.4317921939753107,William Featherston,0.2306166039315633,male,Credit Suisse,"('COP', '2020 q2')",0.0
43601,CVX,2020 q2,1010,0.5619054809624309,William Featherston,0.2163080136831155,male,Credit Suisse,"('CVX', '2020 q2')",0.0
43602,HES,2020 q2,1010,0.3363583924724753,William Featherston,0.1776628761631481,male,Credit Suisse,"('HES', '2020 q2')",0.0
43603,MRO,2020 q2,1010,0.5007098327929791,William Featherston,0.2769578213066523,male,Credit Suisse,"('MRO', '2020 q2')",0.0
43604,OXY,2020 q2,1010,0.344204269899688,William Featherston,0.1862883837634371,male,Credit Suisse,"('OXY', '2020 q2')",0.0
43605,PXD,2020 q2,1010,0.3756211884970796,William Featherston,0.2876097057638895,male,Credit Suisse,"('PXD', '2020 q2')",0.0
43606,COP,2020 q2,1010,0.4317921939753107,"Roger D. Read, CPA",0.1317137119756052,male,"Wells Fargo Securities, LLC","('COP', '2020 q2')",0.0
43607,CVX,2020 q2,1010,0.5619054809624309,"Roger D. Read, CPA",0.2244464511873982,male,"Wells Fargo Securities, LLC","('CVX', '2020 q2')",0.0
43608,HES,2020 q2,1010,0.3363583924724753,"Roger D. Read, CPA",0.0774874899521478,male,"Wells Fargo Securities, LLC","('HES', '2020 q2')",0.0
43609,MPC,2020 q2,1010,0.3673621517666759,"Roger D. Read, CPA",0.1450352312557923,male,"Wells Fargo Securities, LLC","('MPC', '2020 q2')",0.0
43610,OXY,2020 q2,1010,0.344204269899688,"Roger D. Read, CPA",0.0941106861161707,male,"Wells Fargo Securities, LLC","('OXY', '2020 q2')",0.0
43611,VLO,2020 q2,1010,0.5282955696951515,"Roger D. Read, CPA",0.2502730929737464,male,"Wells Fargo Securities, LLC","('VLO', '2020 q2')",0.0
43612,COP,2020 q2,1010,0.4317921939753107,"Mr. Allen Good, CFA",0.3284452539939244,male,"Morningstar, Inc.","('COP', '2020 q2')",0.002808348275721073
43613,CVX,2020 q2,1010,0.5619054809624309,"Mr. Allen Good, CFA",0.7126848487639708,male,"Morningstar, Inc.","('CVX', '2020 q2')",0.0
43614,HFC,2020 q2,1010,0.5432503279080582,"Mr. Allen Good, CFA",0.5076758963033609,male,"Morningstar, Inc.","('HFC', '2020 q2')",0.0
43615,MPC,2020 q2,1010,0.3673621517666759,"Mr. Allen Good, CFA",0.3135900825025596,male,"Morningstar, Inc.","('MPC', '2020 q2')",0.013748640194535255
43616,PSX,2020 q2,1010,0.5781836982652723,"Mr. Allen Good, CFA",0.4169734948050488,male,"Morningstar, Inc.","('PSX', '2020 q2')",0.0
43617,VLO,2020 q2,1010,0.5282955696951515,"Mr. Allen Good, CFA",0.3965988172005191,male,"Morningstar, Inc.","('VLO', '2020 q2')",0.008166274288669229
43618,XOM,2020 q2,1010,0.5625512301220834,"Mr. Allen Good, CFA",0.4830915358622338,male,"Morningstar, Inc.","('XOM', '2020 q2')",0.0
43619,COP,2020 q2,1010,0.4317921939753107,Mr. Ryan M. Todd,0.560942729511095,male,Piper Sandler Companies,"('COP', '2020 q2')",0.0
43620,HES,2020 q2,1010,0.3363583924724753,Mr. Ryan M. Todd,0.1863962491866748,male,Piper Sandler Companies,"('HES', '2020 q2')",0.039098624140024185
43621,HFC,2020 q2,1010,0.5432503279080582,Mr. Ryan M. Todd,0.4634949126767771,male,Piper Sandler Companies,"('HFC', '2020 q2')",0.0
43622,MPC,2020 q2,1010,0.3673621517666759,Mr. Ryan M. Todd,0.3494921382397044,male,Piper Sandler Companies,"('MPC', '2020 q2')",0.0
43623,OXY,2020 q2,1010,0.344204269899688,Mr. Ryan M. Todd,0.1960912249966684,male,Piper Sandler Companies,"('OXY', '2020 q2')",0.0
43624,PSX,2020 q2,1010,0.5781836982652723,Mr. Ryan M. Todd,0.5415078664067388,male,Piper Sandler Companies,"('PSX', '2020 q2')",0.0
43625,XOM,2020 q2,1010,0.5625512301220834,Mr. Ryan M. Todd,0.7218448709501458,male,Piper Sandler Companies,"('XOM', '2020 q2')",0.0
43626,COP,2020 q2,1010,0.4317921939753107,Scott M. Hanold,0.1554301039258934,male,RBC Capital Markets,"('COP', '2020 q2')",0.0
43627,CXO,2020 q2,1010,0.2573508005802684,Scott M. Hanold,0.185483703894198,male,RBC Capital Markets,"('CXO', '2020 q2')",0.0
43628,NBL,2020 q2,1010,0.4010841076169825,Scott M. Hanold,0.1551160230009714,male,RBC Capital Markets,"('NBL', '2020 q2')",0.02804899960756302
43629,PXD,2020 q2,1010,0.3756211884970796,Scott M. Hanold,0.7961589312029766,male,RBC Capital Markets,"('PXD', '2020 q2')",0.0
43630,CVX,2020 q2,1010,0.5619054809624309,Ms. Jeanine C. Wai,0.5378043966734937,female,Barclays,"('CVX', '2020 q2')",0.0
43631,EOG,2020 q2,1010,0.4742852445339182,Ms. Jeanine C. Wai,0.685445232917433,female,Barclays,"('EOG', '2020 q2')",0.0
43632,OXY,2020 q2,1010,0.344204269899688,Ms. Jeanine C. Wai,0.5168824251989292,female,Barclays,"('OXY', '2020 q2')",0.0
43633,CVX,2020 q2,1010,0.5619054809624309,SADIF Research,0.955262436563114,Not a person,Sadif Analytics Prime,"('CVX', '2020 q2')",0.9279908537864685
43634,HP,2020 q2,1010,0.7137725132773765,SADIF Research,0.9854310131441592,Not a person,Sadif Analytics Prime,"('HP', '2020 q2')",0.9073013067245483
43635,OKE,2020 q2,1010,0.4611302472201359,SADIF Research,0.9761536110617848,Not a person,Sadif Analytics Prime,"('OKE', '2020 q2')",0.9509696960449219
43636,PSX,2020 q2,1010,0.5781836982652723,SADIF Research,0.9572838074891976,Not a person,Sadif Analytics Prime,"('PSX', '2020 q2')",0.9324344396591187
43637,CVX,2020 q2,1010,0.5619054809624309,Mr. Biraj Borkhataria,0.3516996606971563,male,RBC Capital Markets,"('CVX', '2020 q2')",0.011111111690600714
43638,XOM,2020 q2,1010,0.5625512301220834,Mr. Biraj Borkhataria,0.268093657938435,male,RBC Capital Markets,"('XOM', '2020 q2')",0.0
43639,CVX,2020 q2,1010,0.5619054809624309,Mr. Jason D. Gammel,0.2496356864263107,male,Jefferies,"('CVX', '2020 q2')",0.016592451371252537
43640,CXO,2020 q2,1010,0.2573508005802684,Mr. Mark A. Lear,0.1205068141270867,male,Piper Sandler Companies,"('CXO', '2020 q2')",0.0
43641,DVN,2020 q2,1010,0.2605150596134595,Mr. Mark A. Lear,0.0991546256732575,male,Piper Sandler Companies,"('DVN', '2020 q2')",0.0
43642,FANG,2020 q2,1010,0.2070470389086158,Mr. Mark A. Lear,0.0955000831782304,male,Piper Sandler Companies,"('FANG', '2020 q2')",0.0
43643,NBL,2020 q2,1010,0.4010841076169825,Mr. Mark A. Lear,0.213399413348366,male,Piper Sandler Companies,"('NBL', '2020 q2')",0.0
43644,PXD,2020 q2,1010,0.3756211884970796,Mr. Mark A. Lear,0.0952259914705713,male,Piper Sandler Companies,"('PXD', '2020 q2')",0.0
43645,CXO,2020 q2,1010,0.2573508005802684,Mr. Gail N. Dodds,0.0860453807055067,male,Stephens Inc.,"('CXO', '2020 q2')",0.0
43646,FANG,2020 q2,1010,0.2070470389086158,Mr. Stephen Ellis,0.2193047697192372,male,"Morningstar, Inc.","('FANG', '2020 q2')",0.009523810020514898
43647,OKE,2020 q2,1010,0.4611302472201359,Mr. Stephen Ellis,0.4324463994390322,male,"Morningstar, Inc.","('OKE', '2020 q2')",0.0
43648,FANG,2020 q2,1010,0.2070470389086158,Mr. John M. White,0.072673637378238,male,"Roth Capital Partners, Inc.","('FANG', '2020 q2')",0.018770262598991394
43649,FANG,2020 q2,1010,0.2070470389086158,"Mr. Asit K. Sen, CFA",0.1967248050620064,male,BofA Global Research,"('FANG', '2020 q2')",0.0
43650,FANG,2020 q2,1010,0.2070470389086158,Mr. Jason A. Wangler,0.0647266084402782,male,"Imperial Capital, LLC","('FANG', '2020 q2')",0.0
43651,FANG,2020 q2,1010,0.2070470389086158,Jeff S. Grampp,0.047760620470968,male,Northland Securities,"('FANG', '2020 q2')",0.0
43652,FTI,2020 q2,1010,0.6155004989548697,Bertrand Hodee,0.2171663629539798,male,Kepler Cheuvreux,"('FTI', '2020 q2')",0.0
43653,FTI,2020 q2,1010,0.6155004989548697,Mr. William A. Herbert,0.6223755860738377,male,Piper Sandler Companies,"('FTI', '2020 q2')",0.0
43654,NOV,2020 q2,1010,0.619633730421024,Mr. William A. Herbert,0.21799395751329,male,Piper Sandler Companies,"('NOV', '2020 q2')",0.0
43655,SLB,2020 q2,1010,0.4955265550083899,Mr. William A. Herbert,0.2611423082894113,male,Piper Sandler Companies,"('SLB', '2020 q2')",0.0
43656,FTI,2020 q2,1010,0.6155004989548697,Paige Meyer,0.7214846671280435,female,CFRA Equity Research,"('FTI', '2020 q2')",0.0
43657,HP,2020 q2,1010,0.7137725132773765,Paige Meyer,0.7043112151181107,female,CFRA Equity Research,"('HP', '2020 q2')",0.0
43658,NOV,2020 q2,1010,0.619633730421024,Paige Meyer,0.7114463994048861,female,CFRA Equity Research,"('NOV', '2020 q2')",0.0
43659,FTI,2020 q2,1010,0.6155004989548697,Mr. James C. West,0.2632067689772921,male,EVERCORE ISI,"('FTI', '2020 q2')",0.0
43660,HAL,2020 q2,1010,0.6205576762750853,Mr. James C. West,0.3065509160711319,male,EVERCORE ISI,"('HAL', '2020 q2')",0.0
43661,HP,2020 q2,1010,0.7137725132773765,Mr. James C. West,0.3537632728344972,male,EVERCORE ISI,"('HP', '2020 q2')",0.01666666753590107
43662,NOV,2020 q2,1010,0.619633730421024,Mr. James C. West,0.2333808704129713,male,EVERCORE ISI,"('NOV', '2020 q2')",0.0
43663,SLB,2020 q2,1010,0.4955265550083899,Mr. James C. West,0.1856045080357199,male,EVERCORE ISI,"('SLB', '2020 q2')",0.0
43664,FTI,2020 q2,1010,0.6155004989548697,Mr. Vlad Sergievskii,0.3436235720995508,male,BofA Global Research,"('FTI', '2020 q2')",0.0
43665,FTI,2020 q2,1010,0.6155004989548697,Mr. Henry M. Tarr,0.2456690548115718,male,Berenberg,"('FTI', '2020 q2')",0.02672077901661396
43666,FTI,2020 q2,1010,0.6155004989548697,Mr. Mick Pickup,0.3180089835430884,male,Barclays,"('FTI', '2020 q2')",0.0
43667,FTI,2020 q2,1010,0.6155004989548697,Sra. Lillian Starke,0.3077830213569652,female,Morgan Stanley,"('FTI', '2020 q2')",0.0
43668,FTI,2020 q2,1010,0.6155004989548697,"Mr. David R. Farrell, CFA",0.5026412189363593,male,Credit Suisse,"('FTI', '2020 q2')",0.0
43669,FTI,2020 q2,1010,0.6155004989548697,Mr. James M. Evans,0.3855209262984209,male,Exane BNP Paribas,"('FTI', '2020 q2')",0.0
43670,FTI,2020 q2,1010,0.6155004989548697,Mr. Mark Wilson,0.3429783040622653,male,Jefferies,"('FTI', '2020 q2')",0.0
43671,FTI,2020 q2,1010,0.6155004989548697,Mr. Guillaume Delaby,0.7397475728917697,male,Societe Generale,"('FTI', '2020 q2')",0.0
43672,HAL,2020 q2,1010,0.6205576762750853,"Mr. J. David J. Anderson, CFA",0.352351909646301,male,Barclays,"('HAL', '2020 q2')",0.0
43673,HP,2020 q2,1010,0.7137725132773765,"Mr. J. David J. Anderson, CFA",0.4411816610261506,male,Barclays,"('HP', '2020 q2')",0.0
43674,NOV,2020 q2,1010,0.619633730421024,"Mr. J. David J. Anderson, CFA",0.8158777279965551,male,Barclays,"('NOV', '2020 q2')",0.0
43675,SLB,2020 q2,1010,0.4955265550083899,"Mr. J. David J. Anderson, CFA",0.1595270360842995,male,Barclays,"('SLB', '2020 q2')",0.0
43676,HFC,2020 q2,1010,0.5432503279080582,Mr. Manav Gupta,0.3789749510965752,male,Credit Suisse,"('HFC', '2020 q2')",0.010224907658994198
43677,MPC,2020 q2,1010,0.3673621517666759,Mr. Manav Gupta,0.4567372940752024,male,Credit Suisse,"('MPC', '2020 q2')",0.0
43678,PSX,2020 q2,1010,0.5781836982652723,Mr. Manav Gupta,0.6014815986205169,male,Credit Suisse,"('PSX', '2020 q2')",0.0
43679,VLO,2020 q2,1010,0.5282955696951515,Mr. Manav Gupta,0.4782632078103284,male,Credit Suisse,"('VLO', '2020 q2')",0.0
43680,HFC,2020 q2,1010,0.5432503279080582,Mr. Jason Gabelman,0.6182555697511828,male,Cowen and Company,"('HFC', '2020 q2')",0.009778674071033796
43681,MPC,2020 q2,1010,0.3673621517666759,Mr. Jason Gabelman,0.1348983638754043,male,Cowen and Company,"('MPC', '2020 q2')",0.0
43682,PSX,2020 q2,1010,0.5781836982652723,Mr. Jason Gabelman,0.3675854800174716,male,Cowen and Company,"('PSX', '2020 q2')",0.0
43683,XOM,2020 q2,1010,0.5625512301220834,Mr. Jason Gabelman,0.6149878506526755,male,Cowen and Company,"('XOM', '2020 q2')",0.0
43684,HFC,2020 q2,1010,0.5432503279080582,"Mr. Brad Heffern, CFA",0.2555418279099494,male,RBC Capital Markets,"('HFC', '2020 q2')",0.02247713692486286
43685,MPC,2020 q2,1010,0.3673621517666759,"Mr. Brad Heffern, CFA",0.1329553228479857,male,RBC Capital Markets,"('MPC', '2020 q2')",0.0
43686,PSX,2020 q2,1010,0.5781836982652723,"Mr. Brad Heffern, CFA",0.2153828730303558,male,RBC Capital Markets,"('PSX', '2020 q2')",0.0
43687,VLO,2020 q2,1010,0.5282955696951515,"Mr. Brad Heffern, CFA",0.3041344459536753,male,RBC Capital Markets,"('VLO', '2020 q2')",0.017446843907237053
43688,HFC,2020 q2,1010,0.5432503279080582,"Christopher P. Sighinolfi, CFA, CFA",0.4510215362927539,male,Jefferies,"('HFC', '2020 q2')",0.0
43689,KMI,2020 q2,1010,0.4352815986315412,"Christopher P. Sighinolfi, CFA, CFA",0.4584543875476924,male,Jefferies,"('KMI', '2020 q2')",0.0
43690,OKE,2020 q2,1010,0.4611302472201359,"Christopher P. Sighinolfi, CFA, CFA",0.1900941690974871,male,Jefferies,"('OKE', '2020 q2')",0.015303811989724636
43691,PSX,2020 q2,1010,0.5781836982652723,"Christopher P. Sighinolfi, CFA, CFA",0.3503220979968021,male,Jefferies,"('PSX', '2020 q2')",0.0
43692,KMI,2020 q2,1010,0.4352815986315412,"Ms. Elvira Scotto, CFA",0.1721468188673142,female,RBC Capital Markets,"('KMI', '2020 q2')",0.0
43693,OKE,2020 q2,1010,0.4611302472201359,"Ms. Elvira Scotto, CFA",0.1390337306983642,female,RBC Capital Markets,"('OKE', '2020 q2')",0.01666666753590107
43694,KMI,2020 q2,1010,0.4352815986315412,Keith Stanley,0.1512643141455376,male,Wolfe Research,"('KMI', '2020 q2')",0.0
43695,KMI,2020 q2,1010,0.4352815986315412,"Mr. Pearce W. Hammond, Jr",0.2112127365496472,male,Piper Sandler Companies,"('KMI', '2020 q2')",0.0
43696,KMI,2020 q2,1010,0.4352815986315412,Mr. Ujjwal Pradhan,0.3629673026176257,male,BofA Global Research,"('KMI', '2020 q2')",0.0
43697,KMI,2020 q2,1010,0.4352815986315412,Mr. Travis Miller,0.532757154696674,male,"Morningstar, Inc.","('KMI', '2020 q2')",0.0033511950944860778
43698,WMB,2020 q2,1010,0.4652201293246486,Mr. Travis Miller,0.5198499574176276,male,"Morningstar, Inc.","('WMB', '2020 q2')",0.0
43699,KMI,2020 q2,1010,0.4352815986315412,Tristan Richardson,0.1906641140840183,male,SunTrust Robinson Humphrey Capital Markets,"('KMI', '2020 q2')",0.0
43700,OKE,2020 q2,1010,0.4611302472201359,Tristan Richardson,0.1557113041711836,male,SunTrust Robinson Humphrey Capital Markets,"('OKE', '2020 q2')",0.0
43701,WMB,2020 q2,1010,0.4652201293246486,Tristan Richardson,0.1794844502828842,male,SunTrust Robinson Humphrey Capital Markets,"('WMB', '2020 q2')",0.0
43702,KMI,2020 q2,1010,0.4352815986315412,Mr. Michael J. Blum,0.1917143968746046,male,"Wells Fargo Securities, LLC","('KMI', '2020 q2')",0.0
43703,OKE,2020 q2,1010,0.4611302472201359,Mr. Michael J. Blum,0.1623295872604921,male,"Wells Fargo Securities, LLC","('OKE', '2020 q2')",0.0
43704,KMI,2020 q2,1010,0.4352815986315412,Acquisdata Research Team,0.2887603008869865,Not a person,Acquisdata,"('KMI', '2020 q2')",0.0
43705,NBL,2020 q2,1010,0.4010841076169825,Irene Haas,0.1279055759747409,female,"Imperial Capital, LLC","('NBL', '2020 q2')",0.0
43706,PXD,2020 q2,1010,0.3756211884970796,Irene Haas,0.1151662882494562,female,"Imperial Capital, LLC","('PXD', '2020 q2')",0.0
43707,OKE,2020 q2,1010,0.4611302472201359,Alex Kania,0.1166687927528362,male,Wolfe Research,"('OKE', '2020 q2')",0.0
43708,WMB,2020 q2,1010,0.4652201293246486,Alex Kania,0.139929485427458,male,Wolfe Research,"('WMB', '2020 q2')",0.0
43709,OKE,2020 q2,1010,0.4611302472201359,"Mr. Spiro M. Dounis, CFA",0.2868872067691032,male,Credit Suisse,"('OKE', '2020 q2')",0.0
43710,WMB,2020 q2,1010,0.4652201293246486,"Mr. Spiro M. Dounis, CFA",0.2790492192682646,male,Credit Suisse,"('WMB', '2020 q2')",0.0
43711,OXY,2020 q2,1010,0.344204269899688,Gregg Brody,0.0983163708877467,male,BofA Global Research,"('OXY', '2020 q2')",0.0
43712,OXY,2020 q2,1010,0.344204269899688,Devin McDermott,0.2119226264185538,male,Morgan Stanley Fixed Income Research,"('OXY', '2020 q2')",0.0
43713,PSX,2020 q2,1010,0.5781836982652723,Theresa Chen,0.5071578500246016,female,Barclays,"('PSX', '2020 q2')",0.0
43714,VLO,2020 q2,1010,0.5282955696951515,Theresa Chen,0.6798792444808603,female,Barclays,"('VLO', '2020 q2')",0.0
43715,PSX,2020 q2,1010,0.5781836982652723,Mr. Sam J. Margolin,0.165312155137663,male,Wolfe Research,"('PSX', '2020 q2')",0.0
43716,SLB,2020 q2,1010,0.4955265550083899,"Mr. Simon T. Wong, CFA",0.6422905492621621,male,Gabelli & Company,"('SLB', '2020 q2')",0.03333333507180214
43717,WMB,2020 q2,1010,0.4652201293246486,Mr. Praneeth Satish,0.2037516062561666,male,"Wells Fargo Securities, LLC","('WMB', '2020 q2')",0.0
43718,WMB,2020 q2,1010,0.4652201293246486,"Mr. TJ J. Schultz, CFA",0.1435299488669846,male,RBC Capital Markets,"('WMB', '2020 q2')",0.014122557826340199
43719,WMB,2020 q2,1010,0.4652201293246486,Derek B. Walker,0.7970695960452755,male,BofA Global Research,"('WMB', '2020 q2')",0.03940106928348541
43720,XOM,2020 q2,1010,0.5625512301220834,Research Department,0.3059439030338516,Not a person,Trefis,"('XOM', '2020 q2')",0.0